warning: commands will be executed using /bin/sh
job 2164 at Tue Mar 25 21:28:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140318/YutaMouse20-140318/YutaMouse20-140318
ElecNo	6
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 4112319 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 71807 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 72434 members 
Mstep: Class 6 contains 72001 members 
Mstep: Class 7 contains 72522 members 
Mstep: Class 8 contains 71943 members 
Mstep: Class 9 contains 72149 members 
Mstep: Class 10 contains 72021 members 
Mstep: Class 11 contains 71979 members 
Mstep: Class 12 contains 72033 members 
Mstep: Class 13 contains 72611 members 
Mstep: Class 14 contains 72032 members 
Mstep: Class 15 contains 71910 members 
Mstep: Class 16 contains 72727 members 
Mstep: Class 17 contains 71916 members 
Mstep: Class 18 contains 72249 members 
Mstep: Class 19 contains 71973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 443.339355 but Gain 3504.464844
Score: -175202864.000000 Penalty: 63080.269531
Iteration 0F: 19 clusters Score -1.752029e+08 nChanged 1294711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2393 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 52318 members 
Mstep: Class 3 contains 111437 members 
Mstep: Class 5 contains 118760 members 
Mstep: Class 6 contains 89149 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 14595 members 
Mstep: Class 9 contains 58563 members 
Mstep: Class 10 contains 38121 members 
Mstep: Class 11 contains 78036 members 
Mstep: Class 12 contains 40597 members 
Mstep: Class 13 contains 164604 members 
Mstep: Class 14 contains 109353 members 
Mstep: Class 15 contains 41193 members 
Mstep: Class 16 contains 102229 members 
Mstep: Class 17 contains 52723 members 
Mstep: Class 18 contains 189342 members 
Mstep: Class 19 contains 69690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178433760.000000 Penalty: 63080.269531
Iteration 1F: 19 clusters Score -1.784338e+08 nChanged 425782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1810 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 49816 members 
Mstep: Class 3 contains 100454 members 
Mstep: Class 5 contains 130405 members 
Mstep: Class 6 contains 93770 members 
Mstep: Class 7 contains 10851 members 
Mstep: Class 8 contains 6564 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 26368 members 
Mstep: Class 11 contains 66233 members 
Mstep: Class 12 contains 23287 members 
Mstep: Class 13 contains 201971 members 
Mstep: Class 14 contains 123806 members 
Mstep: Class 15 contains 23758 members 
Mstep: Class 16 contains 90041 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 249628 members 
Mstep: Class 19 contains 64373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178990848.000000 Penalty: 63080.269531
Iteration 2F: 19 clusters Score -1.789908e+08 nChanged 317748
Entering Unmasked Mstep 
Mstep: Class 0 contains 746 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 47667 members 
Mstep: Class 3 contains 105205 members 
Mstep: Class 5 contains 156081 members 
Mstep: Class 6 contains 94075 members 
Mstep: Class 7 contains 9086 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 42870 members 
Mstep: Class 10 contains 15917 members 
Mstep: Class 11 contains 70317 members 
Mstep: Class 12 contains 13859 members 
Mstep: Class 13 contains 208043 members 
Mstep: Class 14 contains 129592 members 
Mstep: Class 15 contains 13668 members 
Mstep: Class 16 contains 80863 members 
Mstep: Class 17 contains 36869 members 
Mstep: Class 18 contains 275827 members 
Mstep: Class 19 contains 57487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179308736.000000 Penalty: 63080.269531
Iteration 3F: 19 clusters Score -1.793087e+08 nChanged 257926
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 49987 members 
Mstep: Class 3 contains 127691 members 
Mstep: Class 5 contains 189920 members 
Mstep: Class 6 contains 96276 members 
Mstep: Class 7 contains 9120 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 37957 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 80225 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 202041 members 
Mstep: Class 14 contains 137884 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 73392 members 
Mstep: Class 17 contains 27558 members 
Mstep: Class 18 contains 251709 members 
Mstep: Class 19 contains 51320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179505408.000000 Penalty: 63080.269531
Iteration 4F: 19 clusters Score -1.795054e+08 nChanged 212787
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 55564 members 
Mstep: Class 3 contains 159269 members 
Mstep: Class 5 contains 222136 members 
Mstep: Class 6 contains 97907 members 
Mstep: Class 7 contains 9216 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 35837 members 
Mstep: Class 10 contains 5072 members 
Mstep: Class 11 contains 86528 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 181267 members 
Mstep: Class 14 contains 145169 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 66478 members 
Mstep: Class 17 contains 19972 members 
Mstep: Class 18 contains 221843 members 
Mstep: Class 19 contains 45403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2585.520996 but Gain 3504.457031
Score: -179646560.000000 Penalty: 59575.812500
Iteration 5F: 18 clusters Score -1.796466e+08 nChanged 188339
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 61890 members 
Mstep: Class 3 contains 196364 members 
Mstep: Class 5 contains 240487 members 
Mstep: Class 6 contains 98743 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 36799 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 87245 members 
Mstep: Class 12 contains 4799 members 
Mstep: Class 13 contains 157765 members 
Mstep: Class 14 contains 152122 members 
Mstep: Class 16 contains 64131 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 197317 members 
Mstep: Class 19 contains 40010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2044.848511 but Gain 3504.460938
Score: -179751264.000000 Penalty: 56071.351562
Iteration 6F: 17 clusters Score -1.797513e+08 nChanged 165545
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 67413 members 
Mstep: Class 3 contains 235464 members 
Mstep: Class 5 contains 239859 members 
Mstep: Class 6 contains 98910 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 38699 members 
Mstep: Class 11 contains 84285 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 135913 members 
Mstep: Class 14 contains 158930 members 
Mstep: Class 16 contains 66583 members 
Mstep: Class 17 contains 9943 members 
Mstep: Class 18 contains 181034 members 
Mstep: Class 19 contains 35205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179842272.000000 Penalty: 56071.351562
Iteration 7F: 17 clusters Score -1.798423e+08 nChanged 147229
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 71799 members 
Mstep: Class 3 contains 275201 members 
Mstep: Class 5 contains 227853 members 
Mstep: Class 6 contains 98645 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 40746 members 
Mstep: Class 11 contains 81081 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 116050 members 
Mstep: Class 14 contains 163448 members 
Mstep: Class 16 contains 71991 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 169648 members 
Mstep: Class 19 contains 30355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179903440.000000 Penalty: 56071.351562
Iteration 8F: 17 clusters Score -1.799034e+08 nChanged 141130
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 75009 members 
Mstep: Class 3 contains 318248 members 
Mstep: Class 5 contains 213694 members 
Mstep: Class 6 contains 99622 members 
Mstep: Class 7 contains 6793 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 42939 members 
Mstep: Class 11 contains 78486 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 94393 members 
Mstep: Class 14 contains 164511 members 
Mstep: Class 16 contains 79013 members 
Mstep: Class 17 contains 4848 members 
Mstep: Class 18 contains 157514 members 
Mstep: Class 19 contains 25944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179896224.000000 Penalty: 56071.351562
Iteration 9F: 17 clusters Score -1.798962e+08 nChanged 137218
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 78021 members 
Mstep: Class 3 contains 341615 members 
Mstep: Class 5 contains 205453 members 
Mstep: Class 6 contains 103530 members 
Mstep: Class 7 contains 6308 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 45857 members 
Mstep: Class 11 contains 76374 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 79708 members 
Mstep: Class 14 contains 162642 members 
Mstep: Class 16 contains 85641 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 149496 members 
Mstep: Class 19 contains 22077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3410.588867 but Gain 3504.457031
Score: -179863744.000000 Penalty: 52566.894531
Iteration 10F: 16 clusters Score -1.798637e+08 nChanged 112362
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 82321 members 
Mstep: Class 3 contains 325752 members 
Mstep: Class 5 contains 198658 members 
Mstep: Class 6 contains 112808 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 2947 members 
Mstep: Class 9 contains 48735 members 
Mstep: Class 11 contains 81010 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 73364 members 
Mstep: Class 14 contains 166489 members 
Mstep: Class 16 contains 94649 members 
Mstep: Class 18 contains 150413 members 
Mstep: Class 19 contains 19092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179921088.000000 Penalty: 52566.894531
Iteration 11F: 16 clusters Score -1.799211e+08 nChanged 87780
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 85801 members 
Mstep: Class 3 contains 310839 members 
Mstep: Class 5 contains 189954 members 
Mstep: Class 6 contains 122353 members 
Mstep: Class 7 contains 5849 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 50471 members 
Mstep: Class 11 contains 85919 members 
Mstep: Class 12 contains 1773 members 
Mstep: Class 13 contains 67592 members 
Mstep: Class 14 contains 169326 members 
Mstep: Class 16 contains 103180 members 
Mstep: Class 18 contains 150606 members 
Mstep: Class 19 contains 16728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179972928.000000 Penalty: 52566.894531
Iteration 12F: 16 clusters Score -1.799729e+08 nChanged 79130
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 88706 members 
Mstep: Class 3 contains 299388 members 
Mstep: Class 5 contains 180879 members 
Mstep: Class 6 contains 132961 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 51720 members 
Mstep: Class 11 contains 90853 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 62136 members 
Mstep: Class 14 contains 170073 members 
Mstep: Class 16 contains 111322 members 
Mstep: Class 18 contains 149323 members 
Mstep: Class 19 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180011328.000000 Penalty: 52566.894531
Iteration 13F: 16 clusters Score -1.800113e+08 nChanged 73474
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 91410 members 
Mstep: Class 3 contains 289145 members 
Mstep: Class 5 contains 172733 members 
Mstep: Class 6 contains 144706 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 52960 members 
Mstep: Class 11 contains 95794 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 57173 members 
Mstep: Class 14 contains 168531 members 
Mstep: Class 16 contains 118651 members 
Mstep: Class 18 contains 147076 members 
Mstep: Class 19 contains 13674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180044144.000000 Penalty: 52566.894531
Iteration 14F: 16 clusters Score -1.800441e+08 nChanged 68679
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 93871 members 
Mstep: Class 3 contains 279510 members 
Mstep: Class 5 contains 165545 members 
Mstep: Class 6 contains 157333 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 8 contains 2945 members 
Mstep: Class 9 contains 54209 members 
Mstep: Class 11 contains 100737 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 52641 members 
Mstep: Class 14 contains 164407 members 
Mstep: Class 16 contains 125636 members 
Mstep: Class 18 contains 144601 members 
Mstep: Class 19 contains 12780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180074192.000000 Penalty: 52566.894531
Iteration 15F: 16 clusters Score -1.800742e+08 nChanged 66187
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 96062 members 
Mstep: Class 3 contains 270559 members 
Mstep: Class 5 contains 159696 members 
Mstep: Class 6 contains 170789 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 55385 members 
Mstep: Class 11 contains 105666 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 48072 members 
Mstep: Class 14 contains 157757 members 
Mstep: Class 16 contains 132900 members 
Mstep: Class 18 contains 141711 members 
Mstep: Class 19 contains 12047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180092416.000000 Penalty: 52566.894531
Iteration 16Q: 16 clusters Score -1.800924e+08 nChanged 67533
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 98289 members 
Mstep: Class 3 contains 261425 members 
Mstep: Class 5 contains 154471 members 
Mstep: Class 6 contains 184689 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 56547 members 
Mstep: Class 11 contains 110728 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 43216 members 
Mstep: Class 14 contains 149558 members 
Mstep: Class 16 contains 141140 members 
Mstep: Class 18 contains 138470 members 
Mstep: Class 19 contains 11481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180106320.000000 Penalty: 52566.894531
Iteration 17Q: 16 clusters Score -1.801063e+08 nChanged 71867
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 100454 members 
Mstep: Class 3 contains 251068 members 
Mstep: Class 5 contains 150392 members 
Mstep: Class 6 contains 197623 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 2943 members 
Mstep: Class 9 contains 57625 members 
Mstep: Class 11 contains 115997 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 38072 members 
Mstep: Class 14 contains 139794 members 
Mstep: Class 16 contains 152214 members 
Mstep: Class 18 contains 135112 members 
Mstep: Class 19 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180116784.000000 Penalty: 52566.894531
Iteration 18F: 16 clusters Score -1.801168e+08 nChanged 73522
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 102741 members 
Mstep: Class 3 contains 240709 members 
Mstep: Class 5 contains 147165 members 
Mstep: Class 6 contains 205400 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58471 members 
Mstep: Class 11 contains 121801 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 33281 members 
Mstep: Class 14 contains 130155 members 
Mstep: Class 16 contains 165895 members 
Mstep: Class 18 contains 132400 members 
Mstep: Class 19 contains 10621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180123408.000000 Penalty: 52566.894531
Iteration 19F: 16 clusters Score -1.801234e+08 nChanged 71852
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 104896 members 
Mstep: Class 3 contains 232477 members 
Mstep: Class 5 contains 145298 members 
Mstep: Class 6 contains 204871 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 59255 members 
Mstep: Class 11 contains 127756 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 29189 members 
Mstep: Class 14 contains 122250 members 
Mstep: Class 16 contains 181131 members 
Mstep: Class 18 contains 130483 members 
Mstep: Class 19 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180130416.000000 Penalty: 52566.894531
Iteration 20F: 16 clusters Score -1.801304e+08 nChanged 66615
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 106679 members 
Mstep: Class 3 contains 224882 members 
Mstep: Class 5 contains 144610 members 
Mstep: Class 6 contains 196964 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 2942 members 
Mstep: Class 9 contains 60004 members 
Mstep: Class 11 contains 133757 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 25830 members 
Mstep: Class 14 contains 116793 members 
Mstep: Class 16 contains 198115 members 
Mstep: Class 18 contains 129572 members 
Mstep: Class 19 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180137184.000000 Penalty: 52566.894531
Iteration 21Q: 16 clusters Score -1.801372e+08 nChanged 60977
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 108181 members 
Mstep: Class 3 contains 216702 members 
Mstep: Class 5 contains 145154 members 
Mstep: Class 6 contains 186029 members 
Mstep: Class 7 contains 4140 members 
Mstep: Class 8 contains 2939 members 
Mstep: Class 9 contains 60752 members 
Mstep: Class 11 contains 139837 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 23016 members 
Mstep: Class 14 contains 113100 members 
Mstep: Class 16 contains 214788 members 
Mstep: Class 18 contains 129371 members 
Mstep: Class 19 contains 9964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180143360.000000 Penalty: 52566.894531
Iteration 22Q: 16 clusters Score -1.801434e+08 nChanged 55880
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 109425 members 
Mstep: Class 3 contains 208236 members 
Mstep: Class 5 contains 146836 members 
Mstep: Class 6 contains 175297 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 11 contains 146280 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 20739 members 
Mstep: Class 14 contains 110173 members 
Mstep: Class 16 contains 228444 members 
Mstep: Class 18 contains 129757 members 
Mstep: Class 19 contains 9828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180146048.000000 Penalty: 52566.894531
Iteration 23Q: 16 clusters Score -1.80146e+08 nChanged 50974
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 110603 members 
Mstep: Class 3 contains 200539 members 
Mstep: Class 5 contains 149492 members 
Mstep: Class 6 contains 166956 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 61876 members 
Mstep: Class 11 contains 152968 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 14 contains 107995 members 
Mstep: Class 16 contains 236164 members 
Mstep: Class 18 contains 130775 members 
Mstep: Class 19 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180147504.000000 Penalty: 52566.894531
Iteration 24Q: 16 clusters Score -1.801475e+08 nChanged 46130
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 111918 members 
Mstep: Class 3 contains 193970 members 
Mstep: Class 5 contains 152741 members 
Mstep: Class 6 contains 161953 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 62250 members 
Mstep: Class 11 contains 159478 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 106518 members 
Mstep: Class 16 contains 237262 members 
Mstep: Class 18 contains 132405 members 
Mstep: Class 19 contains 9496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180149280.000000 Penalty: 52566.894531
Iteration 25Q: 16 clusters Score -1.801493e+08 nChanged 41317
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 113404 members 
Mstep: Class 3 contains 188666 members 
Mstep: Class 5 contains 156127 members 
Mstep: Class 6 contains 159110 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 62581 members 
Mstep: Class 11 contains 165517 members 
Mstep: Class 12 contains 3608 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 105462 members 
Mstep: Class 16 contains 234069 members 
Mstep: Class 18 contains 134408 members 
Mstep: Class 19 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180152576.000000 Penalty: 52566.894531
Iteration 26Q: 16 clusters Score -1.801526e+08 nChanged 36816
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 115077 members 
Mstep: Class 3 contains 184199 members 
Mstep: Class 5 contains 159441 members 
Mstep: Class 6 contains 157877 members 
Mstep: Class 7 contains 3487 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 62784 members 
Mstep: Class 11 contains 170448 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 13 contains 15156 members 
Mstep: Class 14 contains 104687 members 
Mstep: Class 16 contains 228866 members 
Mstep: Class 18 contains 136698 members 
Mstep: Class 19 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180155312.000000 Penalty: 52566.894531
Iteration 27Q: 16 clusters Score -1.801553e+08 nChanged 33641
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 116843 members 
Mstep: Class 3 contains 180276 members 
Mstep: Class 5 contains 162683 members 
Mstep: Class 6 contains 157463 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 62938 members 
Mstep: Class 11 contains 174354 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 104206 members 
Mstep: Class 16 contains 222725 members 
Mstep: Class 18 contains 139165 members 
Mstep: Class 19 contains 8851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180158544.000000 Penalty: 52566.894531
Iteration 28Q: 16 clusters Score -1.801585e+08 nChanged 31182
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 118714 members 
Mstep: Class 3 contains 177035 members 
Mstep: Class 5 contains 165726 members 
Mstep: Class 6 contains 157758 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 8 contains 2927 members 
Mstep: Class 9 contains 63015 members 
Mstep: Class 11 contains 177006 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 103851 members 
Mstep: Class 16 contains 216368 members 
Mstep: Class 18 contains 141650 members 
Mstep: Class 19 contains 8616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180160224.000000 Penalty: 52566.894531
Iteration 29Q: 16 clusters Score -1.801602e+08 nChanged 29098
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 120865 members 
Mstep: Class 3 contains 174020 members 
Mstep: Class 5 contains 168611 members 
Mstep: Class 6 contains 158259 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 63078 members 
Mstep: Class 11 contains 178533 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 13083 members 
Mstep: Class 14 contains 103666 members 
Mstep: Class 16 contains 210210 members 
Mstep: Class 18 contains 144248 members 
Mstep: Class 19 contains 8418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180163488.000000 Penalty: 52566.894531
Iteration 30Q: 16 clusters Score -1.801635e+08 nChanged 27681
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 123241 members 
Mstep: Class 3 contains 171522 members 
Mstep: Class 5 contains 171196 members 
Mstep: Class 6 contains 158903 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 63049 members 
Mstep: Class 11 contains 179147 members 
Mstep: Class 12 contains 3973 members 
Mstep: Class 13 contains 12538 members 
Mstep: Class 14 contains 103540 members 
Mstep: Class 16 contains 204293 members 
Mstep: Class 18 contains 146920 members 
Mstep: Class 19 contains 8230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180166512.000000 Penalty: 52566.894531
Iteration 31Q: 16 clusters Score -1.801665e+08 nChanged 26010
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 125835 members 
Mstep: Class 3 contains 169466 members 
Mstep: Class 5 contains 173215 members 
Mstep: Class 6 contains 159491 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 62942 members 
Mstep: Class 11 contains 178861 members 
Mstep: Class 12 contains 4030 members 
Mstep: Class 13 contains 12108 members 
Mstep: Class 14 contains 103479 members 
Mstep: Class 16 contains 199041 members 
Mstep: Class 18 contains 149651 members 
Mstep: Class 19 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180170768.000000 Penalty: 52566.894531
Iteration 32Q: 16 clusters Score -1.801708e+08 nChanged 25070
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 128629 members 
Mstep: Class 3 contains 167635 members 
Mstep: Class 5 contains 174815 members 
Mstep: Class 6 contains 160030 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 62794 members 
Mstep: Class 11 contains 177903 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 11672 members 
Mstep: Class 14 contains 103380 members 
Mstep: Class 16 contains 194635 members 
Mstep: Class 18 contains 152348 members 
Mstep: Class 19 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180174048.000000 Penalty: 52566.894531
Iteration 33Q: 16 clusters Score -1.80174e+08 nChanged 24224
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 131614 members 
Mstep: Class 3 contains 166054 members 
Mstep: Class 5 contains 176055 members 
Mstep: Class 6 contains 160357 members 
Mstep: Class 7 contains 3379 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 62625 members 
Mstep: Class 11 contains 176449 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 103194 members 
Mstep: Class 16 contains 191050 members 
Mstep: Class 18 contains 154986 members 
Mstep: Class 19 contains 7769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180176208.000000 Penalty: 52566.894531
Iteration 34Q: 16 clusters Score -1.801762e+08 nChanged 23613
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 134824 members 
Mstep: Class 3 contains 164658 members 
Mstep: Class 5 contains 177280 members 
Mstep: Class 6 contains 160358 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 62444 members 
Mstep: Class 11 contains 174559 members 
Mstep: Class 12 contains 4078 members 
Mstep: Class 13 contains 10898 members 
Mstep: Class 14 contains 102919 members 
Mstep: Class 16 contains 188143 members 
Mstep: Class 18 contains 157404 members 
Mstep: Class 19 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180179760.000000 Penalty: 52566.894531
Iteration 35Q: 16 clusters Score -1.801798e+08 nChanged 22783
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 138275 members 
Mstep: Class 3 contains 163349 members 
Mstep: Class 5 contains 178373 members 
Mstep: Class 6 contains 160193 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 62261 members 
Mstep: Class 11 contains 172601 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 102400 members 
Mstep: Class 16 contains 185890 members 
Mstep: Class 18 contains 159431 members 
Mstep: Class 19 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180183664.000000 Penalty: 52566.894531
Iteration 36Q: 16 clusters Score -1.801837e+08 nChanged 22393
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 141994 members 
Mstep: Class 3 contains 162100 members 
Mstep: Class 5 contains 179247 members 
Mstep: Class 6 contains 159908 members 
Mstep: Class 7 contains 3349 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 62121 members 
Mstep: Class 11 contains 170644 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 10165 members 
Mstep: Class 14 contains 101739 members 
Mstep: Class 16 contains 184049 members 
Mstep: Class 18 contains 161175 members 
Mstep: Class 19 contains 7034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180187136.000000 Penalty: 52566.894531
Iteration 37Q: 16 clusters Score -1.801871e+08 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 145812 members 
Mstep: Class 3 contains 161094 members 
Mstep: Class 5 contains 179995 members 
Mstep: Class 6 contains 159236 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 62025 members 
Mstep: Class 11 contains 168745 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 100883 members 
Mstep: Class 16 contains 182739 members 
Mstep: Class 18 contains 162608 members 
Mstep: Class 19 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180191408.000000 Penalty: 52566.894531
Iteration 38Q: 16 clusters Score -1.801914e+08 nChanged 21470
Entering ConstructFrom: 
Score: -180191408.000000 Penalty: 52566.894531
Entering ConstructFrom: 
Trying to split cluster 1 (20773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Entering Unmasked Estep 
Score: -2605677.750000 Penalty: 2465.469482
	Iteration 0F: 2 clusters Score -2605678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2591094.500000 Penalty: 4930.938965
	Iteration 0F: 3 clusters Score -2591094 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2596062.250000 Penalty: 4930.938965
	Iteration 1F: 3 clusters Score -2596062 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2596691.000000 Penalty: 4930.938965
	Iteration 2F: 3 clusters Score -2596691 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2597496.500000 Penalty: 4930.938965
	Iteration 3F: 3 clusters Score -2597496 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2598573.250000 Penalty: 4930.938965
	Iteration 4F: 3 clusters Score -2598573 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2600034.000000 Penalty: 4930.938965
	Iteration 5F: 3 clusters Score -2600034 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2601809.750000 Penalty: 4930.938965
	Iteration 6F: 3 clusters Score -2601810 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2603331.500000 Penalty: 4930.938965
	Iteration 7F: 3 clusters Score -2603332 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2604314.000000 Penalty: 4930.938965
	Iteration 8F: 3 clusters Score -2604314 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2604872.000000 Penalty: 4930.938965
	Iteration 9Q: 3 clusters Score -2604872 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2605191.000000 Penalty: 4930.938965
	Iteration 10Q: 3 clusters Score -2605191 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2605423.250000 Penalty: 4930.938965
	Iteration 11Q: 3 clusters Score -2605423 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2605547.500000 Penalty: 4930.938965
	Iteration 12Q: 3 clusters Score -2605548 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2605653.000000 Penalty: 4930.938965
	Iteration 13Q: 3 clusters Score -2605653 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2605750.750000 Penalty: 4930.938965
	Iteration 14Q: 3 clusters Score -2605751 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2605828.000000 Penalty: 4930.938965
	Iteration 15Q: 3 clusters Score -2605828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2605891.500000 Penalty: 4930.938965
	Iteration 16Q: 3 clusters Score -2605892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2605988.000000 Penalty: 4930.938965
	Iteration 17Q: 3 clusters Score -2605988 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2606062.250000 Penalty: 4930.938965
	Iteration 18Q: 3 clusters Score -2606062 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2606136.000000 Penalty: 4930.938965
	Iteration 19Q: 3 clusters Score -2606136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2606210.000000 Penalty: 4930.938965
	Iteration 20F: 3 clusters Score -2606210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2606277.250000 Penalty: 4930.938965
	Iteration 21Q: 3 clusters Score -2606277 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2606308.250000 Penalty: 4930.938965
	Iteration 22Q: 3 clusters Score -2606308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2606342.500000 Penalty: 4930.938965
	Iteration 23Q: 3 clusters Score -2606342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2606373.250000 Penalty: 4930.938965
	Iteration 24Q: 3 clusters Score -2606373 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2606402.250000 Penalty: 4930.938965
	Iteration 25Q: 3 clusters Score -2606402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2606425.500000 Penalty: 4930.938965
	Iteration 26Q: 3 clusters Score -2606426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2606450.250000 Penalty: 4930.938965
	Iteration 27Q: 3 clusters Score -2606450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2606474.750000 Penalty: 4930.938965
	Iteration 28Q: 3 clusters Score -2606475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2606497.500000 Penalty: 4930.938965
	Iteration 29Q: 3 clusters Score -2606498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2606519.000000 Penalty: 4930.938965
	Iteration 30Q: 3 clusters Score -2606519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2606542.250000 Penalty: 4930.938965
	Iteration 31Q: 3 clusters Score -2606542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2606542.500000 Penalty: 4930.938965
	Iteration 32Q: 3 clusters Score -2606542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2606547.500000 Penalty: 4930.938965
	Iteration 33Q: 3 clusters Score -2606548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2606548.250000 Penalty: 4930.938965
	Iteration 34Q: 3 clusters Score -2606548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2606550.250000 Penalty: 4930.938965
	Iteration 35Q: 3 clusters Score -2606550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2606554.750000 Penalty: 4930.938965
	Iteration 36Q: 3 clusters Score -2606555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2606570.250000 Penalty: 4930.938965
	Iteration 37Q: 3 clusters Score -2606570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2606570.250000 Penalty: 4930.938965
	Iteration 38Q: 3 clusters Score -2606570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2606572.250000 Penalty: 4930.938965
	Iteration 39Q: 3 clusters Score -2606572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2606576.500000 Penalty: 4930.938965
	Iteration 40F: 3 clusters Score -2606576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2606575.000000 Penalty: 4930.938965
	Iteration 41Q: 3 clusters Score -2606575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2606583.500000 Penalty: 4930.938965
	Iteration 42Q: 3 clusters Score -2606584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2606579.250000 Penalty: 4930.938965
	Iteration 43Q: 3 clusters Score -2606579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2606575.250000 Penalty: 4930.938965
	Iteration 44Q: 3 clusters Score -2606575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2606577.000000 Penalty: 4930.938965
	Iteration 45Q: 3 clusters Score -2606577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2606583.750000 Penalty: 4930.938965
	Iteration 46Q: 3 clusters Score -2606584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2606582.000000 Penalty: 4930.938965
	Iteration 47Q: 3 clusters Score -2606582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2606586.000000 Penalty: 4930.938965
	Iteration 48Q: 3 clusters Score -2606586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2606584.750000 Penalty: 4930.938965
	Iteration 49Q: 3 clusters Score -2606585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2606584.000000 Penalty: 4930.938965
	Iteration 50Q: 3 clusters Score -2606584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2606594.250000 Penalty: 4930.938965
	Iteration 51Q: 3 clusters Score -2606594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2606594.750000 Penalty: 4930.938965
	Iteration 52Q: 3 clusters Score -2606595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2606591.250000 Penalty: 4930.938965
	Iteration 53Q: 3 clusters Score -2606591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2606589.500000 Penalty: 4930.938965
	Iteration 54Q: 3 clusters Score -2606590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2606590.000000 Penalty: 4930.938965
	Iteration 55Q: 3 clusters Score -2606590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2606593.500000 Penalty: 4930.938965
	Iteration 56Q: 3 clusters Score -2606594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2606599.000000 Penalty: 4930.938965
	Iteration 57Q: 3 clusters Score -2606599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2606597.500000 Penalty: 4930.938965
	Iteration 58Q: 3 clusters Score -2606598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2606596.750000 Penalty: 4930.938965
	Iteration 59Q: 3 clusters Score -2606597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2606599.500000 Penalty: 4930.938965
	Iteration 60F: 3 clusters Score -2606600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2606594.500000 Penalty: 4930.938965
	Iteration 61Q: 3 clusters Score -2606594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2606592.750000 Penalty: 4930.938965
	Iteration 62Q: 3 clusters Score -2606593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2606595.500000 Penalty: 4930.938965
	Iteration 63Q: 3 clusters Score -2606596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2606597.500000 Penalty: 4930.938965
	Iteration 64Q: 3 clusters Score -2606598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2606596.500000 Penalty: 4930.938965
	Iteration 65Q: 3 clusters Score -2606596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2606601.000000 Penalty: 4930.938965
	Iteration 66Q: 3 clusters Score -2606601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2606597.000000 Penalty: 4930.938965
	Iteration 67Q: 3 clusters Score -2606597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2606606.750000 Penalty: 4930.938965
	Iteration 68Q: 3 clusters Score -2606607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2606606.000000 Penalty: 4930.938965
	Iteration 69Q: 3 clusters Score -2606606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2606601.500000 Penalty: 4930.938965
	Iteration 70Q: 3 clusters Score -2606602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2606605.250000 Penalty: 4930.938965
	Iteration 71Q: 3 clusters Score -2606605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2606606.500000 Penalty: 4930.938965
	Iteration 72Q: 3 clusters Score -2606606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2606603.000000 Penalty: 4930.938965
	Iteration 73Q: 3 clusters Score -2606603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2606604.750000 Penalty: 4930.938965
	Iteration 74Q: 3 clusters Score -2606605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2606603.250000 Penalty: 4930.938965
	Iteration 75Q: 3 clusters Score -2606603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2606604.000000 Penalty: 4930.938965
	Iteration 76Q: 3 clusters Score -2606604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2606610.000000 Penalty: 4930.938965
	Iteration 77Q: 3 clusters Score -2606610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2606610.250000 Penalty: 4930.938965
	Iteration 78Q: 3 clusters Score -2606610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2606609.500000 Penalty: 4930.938965
	Iteration 79Q: 3 clusters Score -2606610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2606611.750000 Penalty: 4930.938965
	Iteration 80F: 3 clusters Score -2606612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2606609.750000 Penalty: 4930.938965
	Iteration 81Q: 3 clusters Score -2606610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2606606.000000 Penalty: 4930.938965
	Iteration 82Q: 3 clusters Score -2606606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2606604.250000 Penalty: 4930.938965
	Iteration 83Q: 3 clusters Score -2606604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2606608.000000 Penalty: 4930.938965
	Iteration 84Q: 3 clusters Score -2606608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2606606.750000 Penalty: 4930.938965
	Iteration 85Q: 3 clusters Score -2606607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2606609.000000 Penalty: 4930.938965
	Iteration 86Q: 3 clusters Score -2606609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2606609.750000 Penalty: 4930.938965
	Iteration 87Q: 3 clusters Score -2606610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2606610.750000 Penalty: 4930.938965
	Iteration 88Q: 3 clusters Score -2606611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2606619.500000 Penalty: 4930.938965
	Iteration 89Q: 3 clusters Score -2606620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2606616.000000 Penalty: 4930.938965
	Iteration 90Q: 3 clusters Score -2606616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2606616.000000 Penalty: 4930.938965
	Iteration 91Q: 3 clusters Score -2606616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2606618.500000 Penalty: 4930.938965
	Iteration 92Q: 3 clusters Score -2606618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2606616.000000 Penalty: 4930.938965
	Iteration 93Q: 3 clusters Score -2606616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2606620.750000 Penalty: 4930.938965
	Iteration 94Q: 3 clusters Score -2606621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2606622.750000 Penalty: 4930.938965
	Iteration 95Q: 3 clusters Score -2606623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2606624.000000 Penalty: 4930.938965
	Iteration 96Q: 3 clusters Score -2606624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2606623.000000 Penalty: 4930.938965
	Iteration 97Q: 3 clusters Score -2606623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2606623.000000 Penalty: 4930.938965
	Iteration 98F: 3 clusters Score -2606623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 149747 members 
Mstep: Class 3 contains 160174 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 180812 members 
Mstep: Class 6 contains 158423 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 61935 members 
Mstep: Class 11 contains 166927 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 99737 members 
Mstep: Class 16 contains 181946 members 
Mstep: Class 18 contains 163656 members 
Mstep: Class 19 contains 6445 members 
Entering Unmasked Estep 
Score: -180194048.000000 Penalty: 56071.351562
Splitting cluster 1 changes total score from -180191408.000000 to -180194048.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (149747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Entering Unmasked Estep 
Score: -20169066.000000 Penalty: 2955.342285
	Iteration 0F: 2 clusters Score -2.016907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -20069688.000000 Penalty: 5910.684570
	Iteration 0F: 3 clusters Score -2.006969e+07 nChanged 71529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -20112894.000000 Penalty: 5910.684570
	Iteration 1F: 3 clusters Score -2.011289e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -20115190.000000 Penalty: 5910.684570
	Iteration 2Q: 3 clusters Score -2.011519e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -20118768.000000 Penalty: 5910.684570
	Iteration 3Q: 3 clusters Score -2.011877e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -20123416.000000 Penalty: 5910.684570
	Iteration 4F: 3 clusters Score -2.012342e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -20130240.000000 Penalty: 5910.684570
	Iteration 5F: 3 clusters Score -2.013024e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -20139122.000000 Penalty: 5910.684570
	Iteration 6F: 3 clusters Score -2.013912e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -20148408.000000 Penalty: 5910.684570
	Iteration 7F: 3 clusters Score -2.014841e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -20153738.000000 Penalty: 5910.684570
	Iteration 8F: 3 clusters Score -2.015374e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -20155952.000000 Penalty: 5910.684570
	Iteration 9Q: 3 clusters Score -2.015595e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -20157274.000000 Penalty: 5910.684570
	Iteration 10Q: 3 clusters Score -2.015727e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -20158362.000000 Penalty: 5910.684570
	Iteration 11Q: 3 clusters Score -2.015836e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -20159276.000000 Penalty: 5910.684570
	Iteration 12Q: 3 clusters Score -2.015928e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -20160190.000000 Penalty: 5910.684570
	Iteration 13Q: 3 clusters Score -2.016019e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -20160938.000000 Penalty: 5910.684570
	Iteration 14Q: 3 clusters Score -2.016094e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -20161718.000000 Penalty: 5910.684570
	Iteration 15Q: 3 clusters Score -2.016172e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124793 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -20162298.000000 Penalty: 5910.684570
	Iteration 16Q: 3 clusters Score -2.01623e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -20162890.000000 Penalty: 5910.684570
	Iteration 17Q: 3 clusters Score -2.016289e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128232 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -20163400.000000 Penalty: 5910.684570
	Iteration 18Q: 3 clusters Score -2.01634e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -20163966.000000 Penalty: 5910.684570
	Iteration 19Q: 3 clusters Score -2.016397e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -20164496.000000 Penalty: 5910.684570
	Iteration 20F: 3 clusters Score -2.01645e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -20164798.000000 Penalty: 5910.684570
	Iteration 21Q: 3 clusters Score -2.01648e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -20165252.000000 Penalty: 5910.684570
	Iteration 22Q: 3 clusters Score -2.016525e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -20165648.000000 Penalty: 5910.684570
	Iteration 23Q: 3 clusters Score -2.016565e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -20165986.000000 Penalty: 5910.684570
	Iteration 24Q: 3 clusters Score -2.016599e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137101 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -20166296.000000 Penalty: 5910.684570
	Iteration 25Q: 3 clusters Score -2.01663e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -20166508.000000 Penalty: 5910.684570
	Iteration 26Q: 3 clusters Score -2.016651e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -20166834.000000 Penalty: 5910.684570
	Iteration 27Q: 3 clusters Score -2.016683e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139354 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -20166988.000000 Penalty: 5910.684570
	Iteration 28Q: 3 clusters Score -2.016699e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -20167176.000000 Penalty: 5910.684570
	Iteration 29Q: 3 clusters Score -2.016718e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140581 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -20167338.000000 Penalty: 5910.684570
	Iteration 30Q: 3 clusters Score -2.016734e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141083 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -20167408.000000 Penalty: 5910.684570
	Iteration 31Q: 3 clusters Score -2.016741e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -20167594.000000 Penalty: 5910.684570
	Iteration 32Q: 3 clusters Score -2.016759e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142006 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -20167686.000000 Penalty: 5910.684570
	Iteration 33Q: 3 clusters Score -2.016769e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142424 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -20167808.000000 Penalty: 5910.684570
	Iteration 34Q: 3 clusters Score -2.016781e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -20167922.000000 Penalty: 5910.684570
	Iteration 35Q: 3 clusters Score -2.016792e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -20167950.000000 Penalty: 5910.684570
	Iteration 36Q: 3 clusters Score -2.016795e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -20168060.000000 Penalty: 5910.684570
	Iteration 37Q: 3 clusters Score -2.016806e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -20168118.000000 Penalty: 5910.684570
	Iteration 38Q: 3 clusters Score -2.016812e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -20168216.000000 Penalty: 5910.684570
	Iteration 39Q: 3 clusters Score -2.016822e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -20168248.000000 Penalty: 5910.684570
	Iteration 40F: 3 clusters Score -2.016825e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -20168278.000000 Penalty: 5910.684570
	Iteration 41Q: 3 clusters Score -2.016828e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -20168278.000000 Penalty: 5910.684570
	Iteration 42Q: 3 clusters Score -2.016828e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144439 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -20168292.000000 Penalty: 5910.684570
	Iteration 43Q: 3 clusters Score -2.016829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -20168282.000000 Penalty: 5910.684570
	Iteration 44Q: 3 clusters Score -2.016828e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20168296.000000 Penalty: 5910.684570
	Iteration 45Q: 3 clusters Score -2.01683e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20168324.000000 Penalty: 5910.684570
	Iteration 46Q: 3 clusters Score -2.016832e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -20168320.000000 Penalty: 5910.684570
	Iteration 47Q: 3 clusters Score -2.016832e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -20168344.000000 Penalty: 5910.684570
	Iteration 48Q: 3 clusters Score -2.016834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -20168320.000000 Penalty: 5910.684570
	Iteration 49Q: 3 clusters Score -2.016832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144911 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -20168306.000000 Penalty: 5910.684570
	Iteration 50Q: 3 clusters Score -2.016831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -20168316.000000 Penalty: 5910.684570
	Iteration 51Q: 3 clusters Score -2.016832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -20168312.000000 Penalty: 5910.684570
	Iteration 52Q: 3 clusters Score -2.016831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -20168316.000000 Penalty: 5910.684570
	Iteration 53Q: 3 clusters Score -2.016832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145075 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -20168344.000000 Penalty: 5910.684570
	Iteration 54Q: 3 clusters Score -2.016834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145104 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -20168338.000000 Penalty: 5910.684570
	Iteration 55Q: 3 clusters Score -2.016834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -20168334.000000 Penalty: 5910.684570
	Iteration 56Q: 3 clusters Score -2.016833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -20168352.000000 Penalty: 5910.684570
	Iteration 57Q: 3 clusters Score -2.016835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -20168364.000000 Penalty: 5910.684570
	Iteration 58Q: 3 clusters Score -2.016836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -20168372.000000 Penalty: 5910.684570
	Iteration 59Q: 3 clusters Score -2.016837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -20168376.000000 Penalty: 5910.684570
	Iteration 60F: 3 clusters Score -2.016838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -20168386.000000 Penalty: 5910.684570
	Iteration 61Q: 3 clusters Score -2.016839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -20168370.000000 Penalty: 5910.684570
	Iteration 62Q: 3 clusters Score -2.016837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145229 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -20168386.000000 Penalty: 5910.684570
	Iteration 63Q: 3 clusters Score -2.016839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -20168382.000000 Penalty: 5910.684570
	Iteration 64Q: 3 clusters Score -2.016838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20168384.000000 Penalty: 5910.684570
	Iteration 65Q: 3 clusters Score -2.016838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -20168368.000000 Penalty: 5910.684570
	Iteration 66Q: 3 clusters Score -2.016837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -20168370.000000 Penalty: 5910.684570
	Iteration 67Q: 3 clusters Score -2.016837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -20168388.000000 Penalty: 5910.684570
	Iteration 68Q: 3 clusters Score -2.016839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145298 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -20168388.000000 Penalty: 5910.684570
	Iteration 69Q: 3 clusters Score -2.016839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145312 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -20168378.000000 Penalty: 5910.684570
	Iteration 70Q: 3 clusters Score -2.016838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -20168380.000000 Penalty: 5910.684570
	Iteration 71Q: 3 clusters Score -2.016838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -20168376.000000 Penalty: 5910.684570
	Iteration 72Q: 3 clusters Score -2.016838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -20168382.000000 Penalty: 5910.684570
	Iteration 73Q: 3 clusters Score -2.016838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -20168406.000000 Penalty: 5910.684570
	Iteration 74Q: 3 clusters Score -2.016841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145351 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -20168396.000000 Penalty: 5910.684570
	Iteration 75Q: 3 clusters Score -2.01684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145359 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -20168386.000000 Penalty: 5910.684570
	Iteration 76Q: 3 clusters Score -2.016839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145371 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -20168392.000000 Penalty: 5910.684570
	Iteration 77Q: 3 clusters Score -2.016839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -20168420.000000 Penalty: 5910.684570
	Iteration 78Q: 3 clusters Score -2.016842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -20168402.000000 Penalty: 5910.684570
	Iteration 79Q: 3 clusters Score -2.01684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145406 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -20168388.000000 Penalty: 5910.684570
	Iteration 80F: 3 clusters Score -2.016839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -20168372.000000 Penalty: 5910.684570
	Iteration 81Q: 3 clusters Score -2.016837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -20168360.000000 Penalty: 5910.684570
	Iteration 82Q: 3 clusters Score -2.016836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -20168366.000000 Penalty: 5910.684570
	Iteration 83Q: 3 clusters Score -2.016837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -20168370.000000 Penalty: 5910.684570
	Iteration 84Q: 3 clusters Score -2.016837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -20168374.000000 Penalty: 5910.684570
	Iteration 85Q: 3 clusters Score -2.016837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -20168392.000000 Penalty: 5910.684570
	Iteration 86Q: 3 clusters Score -2.016839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145499 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -20168388.000000 Penalty: 5910.684570
	Iteration 87Q: 3 clusters Score -2.016839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -20168390.000000 Penalty: 5910.684570
	Iteration 88Q: 3 clusters Score -2.016839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -20168392.000000 Penalty: 5910.684570
	Iteration 89Q: 3 clusters Score -2.016839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145513 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -20168390.000000 Penalty: 5910.684570
	Iteration 90Q: 3 clusters Score -2.016839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -20168380.000000 Penalty: 5910.684570
	Iteration 91Q: 3 clusters Score -2.016838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -20168374.000000 Penalty: 5910.684570
	Iteration 92Q: 3 clusters Score -2.016837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -20168366.000000 Penalty: 5910.684570
	Iteration 93Q: 3 clusters Score -2.016837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -20168368.000000 Penalty: 5910.684570
	Iteration 94Q: 3 clusters Score -2.016837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -20168372.000000 Penalty: 5910.684570
	Iteration 95Q: 3 clusters Score -2.016837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -20168360.000000 Penalty: 5910.684570
	Iteration 96Q: 3 clusters Score -2.016836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20168352.000000 Penalty: 5910.684570
	Iteration 97Q: 3 clusters Score -2.016835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -20168356.000000 Penalty: 5910.684570
	Iteration 98Q: 3 clusters Score -2.016836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -20168366.000000 Penalty: 5910.684570
	Iteration 99Q: 3 clusters Score -2.016837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -20168366.000000 Penalty: 5910.684570
	Iteration 100F: 3 clusters Score -2.016837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (160174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Entering Unmasked Estep 
Score: -21426736.000000 Penalty: 2972.036133
	Iteration 0F: 2 clusters Score -2.142674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -21323798.000000 Penalty: 5944.072266
	Iteration 0F: 3 clusters Score -2.13238e+07 nChanged 76400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -21369248.000000 Penalty: 5944.072266
	Iteration 1F: 3 clusters Score -2.136925e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -21371148.000000 Penalty: 5944.072266
	Iteration 2Q: 3 clusters Score -2.137115e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -21374400.000000 Penalty: 5944.072266
	Iteration 3Q: 3 clusters Score -2.13744e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -21379088.000000 Penalty: 5944.072266
	Iteration 4F: 3 clusters Score -2.137909e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 92607 members 
Entering Unmasked Estep 
Score: -21385696.000000 Penalty: 5944.072266
	Iteration 5F: 3 clusters Score -2.13857e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -21394030.000000 Penalty: 5944.072266
	Iteration 6F: 3 clusters Score -2.139403e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -21402298.000000 Penalty: 5944.072266
	Iteration 7F: 3 clusters Score -2.14023e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -21407638.000000 Penalty: 5944.072266
	Iteration 8F: 3 clusters Score -2.140764e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -21410138.000000 Penalty: 5944.072266
	Iteration 9Q: 3 clusters Score -2.141014e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -21411104.000000 Penalty: 5944.072266
	Iteration 10Q: 3 clusters Score -2.14111e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -21411922.000000 Penalty: 5944.072266
	Iteration 11Q: 3 clusters Score -2.141192e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -21412444.000000 Penalty: 5944.072266
	Iteration 12Q: 3 clusters Score -2.141244e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -21412982.000000 Penalty: 5944.072266
	Iteration 13Q: 3 clusters Score -2.141298e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -21413678.000000 Penalty: 5944.072266
	Iteration 14Q: 3 clusters Score -2.141368e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -21414282.000000 Penalty: 5944.072266
	Iteration 15Q: 3 clusters Score -2.141428e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -21415152.000000 Penalty: 5944.072266
	Iteration 16Q: 3 clusters Score -2.141515e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 120926 members 
Entering Unmasked Estep 
Score: -21416036.000000 Penalty: 5944.072266
	Iteration 17Q: 3 clusters Score -2.141604e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -21417114.000000 Penalty: 5944.072266
	Iteration 18Q: 3 clusters Score -2.141711e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -21418060.000000 Penalty: 5944.072266
	Iteration 19Q: 3 clusters Score -2.141806e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -21419094.000000 Penalty: 5944.072266
	Iteration 20F: 3 clusters Score -2.141909e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -21420152.000000 Penalty: 5944.072266
	Iteration 21Q: 3 clusters Score -2.142015e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -21420980.000000 Penalty: 5944.072266
	Iteration 22Q: 3 clusters Score -2.142098e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 133674 members 
Entering Unmasked Estep 
Score: -21421868.000000 Penalty: 5944.072266
	Iteration 23Q: 3 clusters Score -2.142187e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 135493 members 
Entering Unmasked Estep 
Score: -21422634.000000 Penalty: 5944.072266
	Iteration 24Q: 3 clusters Score -2.142263e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -21423242.000000 Penalty: 5944.072266
	Iteration 25Q: 3 clusters Score -2.142324e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -21423896.000000 Penalty: 5944.072266
	Iteration 26Q: 3 clusters Score -2.14239e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -21424420.000000 Penalty: 5944.072266
	Iteration 27Q: 3 clusters Score -2.142442e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 143283 members 
Entering Unmasked Estep 
Score: -21424872.000000 Penalty: 5944.072266
	Iteration 28Q: 3 clusters Score -2.142487e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 145275 members 
Entering Unmasked Estep 
Score: -21425376.000000 Penalty: 5944.072266
	Iteration 29Q: 3 clusters Score -2.142538e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -21425640.000000 Penalty: 5944.072266
	Iteration 30Q: 3 clusters Score -2.142564e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -21425934.000000 Penalty: 5944.072266
	Iteration 31Q: 3 clusters Score -2.142593e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 150404 members 
Entering Unmasked Estep 
Score: -21426048.000000 Penalty: 5944.072266
	Iteration 32Q: 3 clusters Score -2.142605e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -21426072.000000 Penalty: 5944.072266
	Iteration 33Q: 3 clusters Score -2.142607e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -21425992.000000 Penalty: 5944.072266
	Iteration 34Q: 3 clusters Score -2.142599e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -21425882.000000 Penalty: 5944.072266
	Iteration 35Q: 3 clusters Score -2.142588e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -21425902.000000 Penalty: 5944.072266
	Iteration 36Q: 3 clusters Score -2.14259e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -21425802.000000 Penalty: 5944.072266
	Iteration 37Q: 3 clusters Score -2.14258e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -21425734.000000 Penalty: 5944.072266
	Iteration 38Q: 3 clusters Score -2.142573e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -21425640.000000 Penalty: 5944.072266
	Iteration 39Q: 3 clusters Score -2.142564e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -21425638.000000 Penalty: 5944.072266
	Iteration 40F: 3 clusters Score -2.142564e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 156472 members 
Entering Unmasked Estep 
Score: -21425598.000000 Penalty: 5944.072266
	Iteration 41Q: 3 clusters Score -2.14256e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -21425546.000000 Penalty: 5944.072266
	Iteration 42Q: 3 clusters Score -2.142555e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 157079 members 
Entering Unmasked Estep 
Score: -21425506.000000 Penalty: 5944.072266
	Iteration 43Q: 3 clusters Score -2.142551e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -21425456.000000 Penalty: 5944.072266
	Iteration 44Q: 3 clusters Score -2.142546e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 157481 members 
Entering Unmasked Estep 
Score: -21425422.000000 Penalty: 5944.072266
	Iteration 45Q: 3 clusters Score -2.142542e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -21425374.000000 Penalty: 5944.072266
	Iteration 46Q: 3 clusters Score -2.142537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -21425358.000000 Penalty: 5944.072266
	Iteration 47Q: 3 clusters Score -2.142536e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -21425328.000000 Penalty: 5944.072266
	Iteration 48Q: 3 clusters Score -2.142533e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -21425268.000000 Penalty: 5944.072266
	Iteration 49Q: 3 clusters Score -2.142527e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -21425214.000000 Penalty: 5944.072266
	Iteration 50Q: 3 clusters Score -2.142521e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -21425220.000000 Penalty: 5944.072266
	Iteration 51Q: 3 clusters Score -2.142522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -21425198.000000 Penalty: 5944.072266
	Iteration 52Q: 3 clusters Score -2.14252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -21425194.000000 Penalty: 5944.072266
	Iteration 53Q: 3 clusters Score -2.142519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -21425206.000000 Penalty: 5944.072266
	Iteration 54Q: 3 clusters Score -2.142521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -21425178.000000 Penalty: 5944.072266
	Iteration 55Q: 3 clusters Score -2.142518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -21425210.000000 Penalty: 5944.072266
	Iteration 56Q: 3 clusters Score -2.142521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -21425192.000000 Penalty: 5944.072266
	Iteration 57Q: 3 clusters Score -2.142519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -21425212.000000 Penalty: 5944.072266
	Iteration 58Q: 3 clusters Score -2.142521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -21425186.000000 Penalty: 5944.072266
	Iteration 59Q: 3 clusters Score -2.142519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -21425178.000000 Penalty: 5944.072266
	Iteration 60F: 3 clusters Score -2.142518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -21425188.000000 Penalty: 5944.072266
	Iteration 61Q: 3 clusters Score -2.142519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -21425194.000000 Penalty: 5944.072266
	Iteration 62Q: 3 clusters Score -2.142519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -21425192.000000 Penalty: 5944.072266
	Iteration 63Q: 3 clusters Score -2.142519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -21425192.000000 Penalty: 5944.072266
	Iteration 64Q: 3 clusters Score -2.142519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -21425210.000000 Penalty: 5944.072266
	Iteration 65Q: 3 clusters Score -2.142521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -21425194.000000 Penalty: 5944.072266
	Iteration 66Q: 3 clusters Score -2.142519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -21425174.000000 Penalty: 5944.072266
	Iteration 67Q: 3 clusters Score -2.142517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 158562 members 
Entering Unmasked Estep 
Score: -21425180.000000 Penalty: 5944.072266
	Iteration 68Q: 3 clusters Score -2.142518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -21425172.000000 Penalty: 5944.072266
	Iteration 69Q: 3 clusters Score -2.142517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 158572 members 
Entering Unmasked Estep 
Score: -21425170.000000 Penalty: 5944.072266
	Iteration 70Q: 3 clusters Score -2.142517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -21425174.000000 Penalty: 5944.072266
	Iteration 71Q: 3 clusters Score -2.142517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -21425166.000000 Penalty: 5944.072266
	Iteration 72Q: 3 clusters Score -2.142517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -21425172.000000 Penalty: 5944.072266
	Iteration 73Q: 3 clusters Score -2.142517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -21425164.000000 Penalty: 5944.072266
	Iteration 74Q: 3 clusters Score -2.142516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -21425138.000000 Penalty: 5944.072266
	Iteration 75Q: 3 clusters Score -2.142514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -21425132.000000 Penalty: 5944.072266
	Iteration 76Q: 3 clusters Score -2.142513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -21425132.000000 Penalty: 5944.072266
	Iteration 77F: 3 clusters Score -2.142513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (180812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180812 members 
Entering Unmasked Estep 
Score: -24265610.000000 Penalty: 3002.092773
	Iteration 0F: 2 clusters Score -2.426561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -24159560.000000 Penalty: 6004.185547
	Iteration 0F: 3 clusters Score -2.415956e+07 nChanged 86561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -24209478.000000 Penalty: 6004.185547
	Iteration 1F: 3 clusters Score -2.420948e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -24211290.000000 Penalty: 6004.185547
	Iteration 2Q: 3 clusters Score -2.421129e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -24214470.000000 Penalty: 6004.185547
	Iteration 3Q: 3 clusters Score -2.421447e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -24220630.000000 Penalty: 6004.185547
	Iteration 4F: 3 clusters Score -2.422063e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 128755 members 
Entering Unmasked Estep 
Score: -24231800.000000 Penalty: 6004.185547
	Iteration 5F: 3 clusters Score -2.42318e+07 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -24246096.000000 Penalty: 6004.185547
	Iteration 6F: 3 clusters Score -2.42461e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -24257340.000000 Penalty: 6004.185547
	Iteration 7F: 3 clusters Score -2.425734e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -24262984.000000 Penalty: 6004.185547
	Iteration 8F: 3 clusters Score -2.426298e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -24265378.000000 Penalty: 6004.185547
	Iteration 9Q: 3 clusters Score -2.426538e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 170897 members 
Entering Unmasked Estep 
Score: -24266492.000000 Penalty: 6004.185547
	Iteration 10Q: 3 clusters Score -2.426649e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -24267020.000000 Penalty: 6004.185547
	Iteration 11Q: 3 clusters Score -2.426702e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -24267336.000000 Penalty: 6004.185547
	Iteration 12Q: 3 clusters Score -2.426734e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -24267502.000000 Penalty: 6004.185547
	Iteration 13Q: 3 clusters Score -2.42675e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -24267554.000000 Penalty: 6004.185547
	Iteration 14Q: 3 clusters Score -2.426755e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -24267482.000000 Penalty: 6004.185547
	Iteration 15Q: 3 clusters Score -2.426748e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 174869 members 
Entering Unmasked Estep 
Score: -24267536.000000 Penalty: 6004.185547
	Iteration 16Q: 3 clusters Score -2.426754e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -24267572.000000 Penalty: 6004.185547
	Iteration 17Q: 3 clusters Score -2.426757e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 175392 members 
Entering Unmasked Estep 
Score: -24267524.000000 Penalty: 6004.185547
	Iteration 18Q: 3 clusters Score -2.426752e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -24267448.000000 Penalty: 6004.185547
	Iteration 19Q: 3 clusters Score -2.426745e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -24267480.000000 Penalty: 6004.185547
	Iteration 20F: 3 clusters Score -2.426748e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -24267388.000000 Penalty: 6004.185547
	Iteration 21Q: 3 clusters Score -2.426739e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -24267360.000000 Penalty: 6004.185547
	Iteration 22Q: 3 clusters Score -2.426736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -24267326.000000 Penalty: 6004.185547
	Iteration 23Q: 3 clusters Score -2.426733e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -24267278.000000 Penalty: 6004.185547
	Iteration 24Q: 3 clusters Score -2.426728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -24267228.000000 Penalty: 6004.185547
	Iteration 25Q: 3 clusters Score -2.426723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -24267202.000000 Penalty: 6004.185547
	Iteration 26Q: 3 clusters Score -2.42672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -24267142.000000 Penalty: 6004.185547
	Iteration 27Q: 3 clusters Score -2.426714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 176370 members 
Entering Unmasked Estep 
Score: -24267096.000000 Penalty: 6004.185547
	Iteration 28Q: 3 clusters Score -2.42671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -24267086.000000 Penalty: 6004.185547
	Iteration 29Q: 3 clusters Score -2.426709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -24267070.000000 Penalty: 6004.185547
	Iteration 30Q: 3 clusters Score -2.426707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -24267080.000000 Penalty: 6004.185547
	Iteration 31Q: 3 clusters Score -2.426708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -24267052.000000 Penalty: 6004.185547
	Iteration 32Q: 3 clusters Score -2.426705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 176472 members 
Entering Unmasked Estep 
Score: -24267038.000000 Penalty: 6004.185547
	Iteration 33Q: 3 clusters Score -2.426704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -24267036.000000 Penalty: 6004.185547
	Iteration 34Q: 3 clusters Score -2.426704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 176501 members 
Entering Unmasked Estep 
Score: -24267036.000000 Penalty: 6004.185547
	Iteration 35Q: 3 clusters Score -2.426704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 176512 members 
Entering Unmasked Estep 
Score: -24267046.000000 Penalty: 6004.185547
	Iteration 36Q: 3 clusters Score -2.426705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -24267004.000000 Penalty: 6004.185547
	Iteration 37Q: 3 clusters Score -2.4267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -24267002.000000 Penalty: 6004.185547
	Iteration 38Q: 3 clusters Score -2.4267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -24267012.000000 Penalty: 6004.185547
	Iteration 39Q: 3 clusters Score -2.426701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 176526 members 
Entering Unmasked Estep 
Score: -24267006.000000 Penalty: 6004.185547
	Iteration 40F: 3 clusters Score -2.426701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -24266994.000000 Penalty: 6004.185547
	Iteration 41Q: 3 clusters Score -2.426699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -24267010.000000 Penalty: 6004.185547
	Iteration 42Q: 3 clusters Score -2.426701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -24267006.000000 Penalty: 6004.185547
	Iteration 43Q: 3 clusters Score -2.426701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -24266988.000000 Penalty: 6004.185547
	Iteration 44Q: 3 clusters Score -2.426699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -24266984.000000 Penalty: 6004.185547
	Iteration 45Q: 3 clusters Score -2.426698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -24266986.000000 Penalty: 6004.185547
	Iteration 46Q: 3 clusters Score -2.426699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 176546 members 
Entering Unmasked Estep 
Score: -24266976.000000 Penalty: 6004.185547
	Iteration 47Q: 3 clusters Score -2.426698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -24266972.000000 Penalty: 6004.185547
	Iteration 48Q: 3 clusters Score -2.426697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 176556 members 
Entering Unmasked Estep 
Score: -24266988.000000 Penalty: 6004.185547
	Iteration 49Q: 3 clusters Score -2.426699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -24266968.000000 Penalty: 6004.185547
	Iteration 50Q: 3 clusters Score -2.426697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -24266942.000000 Penalty: 6004.185547
	Iteration 51Q: 3 clusters Score -2.426694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -24266932.000000 Penalty: 6004.185547
	Iteration 52Q: 3 clusters Score -2.426693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
Score: -24266930.000000 Penalty: 6004.185547
	Iteration 53Q: 3 clusters Score -2.426693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 176597 members 
Entering Unmasked Estep 
Score: -24266920.000000 Penalty: 6004.185547
	Iteration 54Q: 3 clusters Score -2.426692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -24266924.000000 Penalty: 6004.185547
	Iteration 55Q: 3 clusters Score -2.426692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -24266934.000000 Penalty: 6004.185547
	Iteration 56Q: 3 clusters Score -2.426693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -24266926.000000 Penalty: 6004.185547
	Iteration 57Q: 3 clusters Score -2.426693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -24266924.000000 Penalty: 6004.185547
	Iteration 58Q: 3 clusters Score -2.426692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 176621 members 
Entering Unmasked Estep 
Score: -24266916.000000 Penalty: 6004.185547
	Iteration 59Q: 3 clusters Score -2.426692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -24266914.000000 Penalty: 6004.185547
	Iteration 60F: 3 clusters Score -2.426691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 176625 members 
Entering Unmasked Estep 
Score: -24266926.000000 Penalty: 6004.185547
	Iteration 61Q: 3 clusters Score -2.426693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 176631 members 
Entering Unmasked Estep 
Score: -24266934.000000 Penalty: 6004.185547
	Iteration 62Q: 3 clusters Score -2.426693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 176635 members 
Entering Unmasked Estep 
Score: -24266934.000000 Penalty: 6004.185547
	Iteration 63Q: 3 clusters Score -2.426693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -24266926.000000 Penalty: 6004.185547
	Iteration 64Q: 3 clusters Score -2.426693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -24266926.000000 Penalty: 6004.185547
	Iteration 65Q: 3 clusters Score -2.426693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 176640 members 
Entering Unmasked Estep 
Score: -24266930.000000 Penalty: 6004.185547
	Iteration 66Q: 3 clusters Score -2.426693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -24266928.000000 Penalty: 6004.185547
	Iteration 67Q: 3 clusters Score -2.426693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -24266924.000000 Penalty: 6004.185547
	Iteration 68Q: 3 clusters Score -2.426692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 176645 members 
Entering Unmasked Estep 
Score: -24266932.000000 Penalty: 6004.185547
	Iteration 69Q: 3 clusters Score -2.426693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -24266914.000000 Penalty: 6004.185547
	Iteration 70Q: 3 clusters Score -2.426691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 176651 members 
Entering Unmasked Estep 
Score: -24266920.000000 Penalty: 6004.185547
	Iteration 71Q: 3 clusters Score -2.426692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -24266928.000000 Penalty: 6004.185547
	Iteration 72Q: 3 clusters Score -2.426693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -24266922.000000 Penalty: 6004.185547
	Iteration 73Q: 3 clusters Score -2.426692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 176657 members 
Entering Unmasked Estep 
Score: -24266918.000000 Penalty: 6004.185547
	Iteration 74Q: 3 clusters Score -2.426692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -24266910.000000 Penalty: 6004.185547
	Iteration 75Q: 3 clusters Score -2.426691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -24266904.000000 Penalty: 6004.185547
	Iteration 76Q: 3 clusters Score -2.42669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -24266916.000000 Penalty: 6004.185547
	Iteration 77Q: 3 clusters Score -2.426692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -24266912.000000 Penalty: 6004.185547
	Iteration 78Q: 3 clusters Score -2.426691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 176668 members 
Entering Unmasked Estep 
Score: -24266926.000000 Penalty: 6004.185547
	Iteration 79Q: 3 clusters Score -2.426693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 176671 members 
Entering Unmasked Estep 
Score: -24266924.000000 Penalty: 6004.185547
	Iteration 80F: 3 clusters Score -2.426692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -24266916.000000 Penalty: 6004.185547
	Iteration 81Q: 3 clusters Score -2.426692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -24266916.000000 Penalty: 6004.185547
	Iteration 82F: 3 clusters Score -2.426692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 149747 members 
Mstep: Class 3 contains 160174 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 158423 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 61935 members 
Mstep: Class 10 contains 176672 members 
Mstep: Class 11 contains 166927 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 99737 members 
Mstep: Class 16 contains 181946 members 
Mstep: Class 18 contains 163656 members 
Mstep: Class 19 contains 6445 members 
Entering Unmasked Estep 
Score: -180195072.000000 Penalty: 59575.812500
Splitting cluster 5 changes total score from -180191408.000000 to -180195072.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (158423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Entering Unmasked Estep 
Score: -21439874.000000 Penalty: 2969.310059
	Iteration 0F: 2 clusters Score -2.143987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -21336246.000000 Penalty: 5938.620117
	Iteration 0F: 3 clusters Score -2.133625e+07 nChanged 75804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -21380610.000000 Penalty: 5938.620117
	Iteration 1F: 3 clusters Score -2.138061e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -21381952.000000 Penalty: 5938.620117
	Iteration 2Q: 3 clusters Score -2.138195e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -21383664.000000 Penalty: 5938.620117
	Iteration 3Q: 3 clusters Score -2.138366e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -21385704.000000 Penalty: 5938.620117
	Iteration 4Q: 3 clusters Score -2.13857e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -21388628.000000 Penalty: 5938.620117
	Iteration 5Q: 3 clusters Score -2.138863e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -21392692.000000 Penalty: 5938.620117
	Iteration 6Q: 3 clusters Score -2.139269e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -21398154.000000 Penalty: 5938.620117
	Iteration 7F: 3 clusters Score -2.139815e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -21404512.000000 Penalty: 5938.620117
	Iteration 8F: 3 clusters Score -2.140451e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -21410622.000000 Penalty: 5938.620117
	Iteration 9F: 3 clusters Score -2.141062e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -21415208.000000 Penalty: 5938.620117
	Iteration 10F: 3 clusters Score -2.141521e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -21418048.000000 Penalty: 5938.620117
	Iteration 11Q: 3 clusters Score -2.141805e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -21419542.000000 Penalty: 5938.620117
	Iteration 12Q: 3 clusters Score -2.141954e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -21420680.000000 Penalty: 5938.620117
	Iteration 13Q: 3 clusters Score -2.142068e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -21421684.000000 Penalty: 5938.620117
	Iteration 14Q: 3 clusters Score -2.142168e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -21422630.000000 Penalty: 5938.620117
	Iteration 15Q: 3 clusters Score -2.142263e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -21423490.000000 Penalty: 5938.620117
	Iteration 16Q: 3 clusters Score -2.142349e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -21424402.000000 Penalty: 5938.620117
	Iteration 17Q: 3 clusters Score -2.14244e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -21425476.000000 Penalty: 5938.620117
	Iteration 18Q: 3 clusters Score -2.142548e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -21426388.000000 Penalty: 5938.620117
	Iteration 19Q: 3 clusters Score -2.142639e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129197 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -21427330.000000 Penalty: 5938.620117
	Iteration 20F: 3 clusters Score -2.142733e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -21428430.000000 Penalty: 5938.620117
	Iteration 21Q: 3 clusters Score -2.142843e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -21429612.000000 Penalty: 5938.620117
	Iteration 22Q: 3 clusters Score -2.142961e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -21430844.000000 Penalty: 5938.620117
	Iteration 23Q: 3 clusters Score -2.143084e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -21431664.000000 Penalty: 5938.620117
	Iteration 24Q: 3 clusters Score -2.143166e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -21432460.000000 Penalty: 5938.620117
	Iteration 25Q: 3 clusters Score -2.143246e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -21433138.000000 Penalty: 5938.620117
	Iteration 26Q: 3 clusters Score -2.143314e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -21433868.000000 Penalty: 5938.620117
	Iteration 27Q: 3 clusters Score -2.143387e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -21434544.000000 Penalty: 5938.620117
	Iteration 28Q: 3 clusters Score -2.143454e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -21435178.000000 Penalty: 5938.620117
	Iteration 29Q: 3 clusters Score -2.143518e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -21435568.000000 Penalty: 5938.620117
	Iteration 30Q: 3 clusters Score -2.143557e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -21435848.000000 Penalty: 5938.620117
	Iteration 31Q: 3 clusters Score -2.143585e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -21436158.000000 Penalty: 5938.620117
	Iteration 32Q: 3 clusters Score -2.143616e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -21436492.000000 Penalty: 5938.620117
	Iteration 33Q: 3 clusters Score -2.143649e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -21436754.000000 Penalty: 5938.620117
	Iteration 34Q: 3 clusters Score -2.143675e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -21436938.000000 Penalty: 5938.620117
	Iteration 35Q: 3 clusters Score -2.143694e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -21437106.000000 Penalty: 5938.620117
	Iteration 36Q: 3 clusters Score -2.143711e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -21437264.000000 Penalty: 5938.620117
	Iteration 37Q: 3 clusters Score -2.143726e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21437410.000000 Penalty: 5938.620117
	Iteration 38Q: 3 clusters Score -2.143741e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -21437470.000000 Penalty: 5938.620117
	Iteration 39Q: 3 clusters Score -2.143747e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21437582.000000 Penalty: 5938.620117
	Iteration 40F: 3 clusters Score -2.143758e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21437616.000000 Penalty: 5938.620117
	Iteration 41Q: 3 clusters Score -2.143762e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21437662.000000 Penalty: 5938.620117
	Iteration 42Q: 3 clusters Score -2.143766e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21437678.000000 Penalty: 5938.620117
	Iteration 43Q: 3 clusters Score -2.143768e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21437718.000000 Penalty: 5938.620117
	Iteration 44Q: 3 clusters Score -2.143772e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21437714.000000 Penalty: 5938.620117
	Iteration 45Q: 3 clusters Score -2.143771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21437742.000000 Penalty: 5938.620117
	Iteration 46Q: 3 clusters Score -2.143774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21437764.000000 Penalty: 5938.620117
	Iteration 47Q: 3 clusters Score -2.143776e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156132 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21437790.000000 Penalty: 5938.620117
	Iteration 48Q: 3 clusters Score -2.143779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21437822.000000 Penalty: 5938.620117
	Iteration 49Q: 3 clusters Score -2.143782e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21437834.000000 Penalty: 5938.620117
	Iteration 50Q: 3 clusters Score -2.143783e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21437832.000000 Penalty: 5938.620117
	Iteration 51Q: 3 clusters Score -2.143783e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -21437862.000000 Penalty: 5938.620117
	Iteration 52Q: 3 clusters Score -2.143786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21437840.000000 Penalty: 5938.620117
	Iteration 53Q: 3 clusters Score -2.143784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21437860.000000 Penalty: 5938.620117
	Iteration 54Q: 3 clusters Score -2.143786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21437906.000000 Penalty: 5938.620117
	Iteration 55Q: 3 clusters Score -2.143791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156394 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21437932.000000 Penalty: 5938.620117
	Iteration 56Q: 3 clusters Score -2.143793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21437942.000000 Penalty: 5938.620117
	Iteration 57Q: 3 clusters Score -2.143794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21437940.000000 Penalty: 5938.620117
	Iteration 58Q: 3 clusters Score -2.143794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21437958.000000 Penalty: 5938.620117
	Iteration 59Q: 3 clusters Score -2.143796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -21437948.000000 Penalty: 5938.620117
	Iteration 60F: 3 clusters Score -2.143795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21437962.000000 Penalty: 5938.620117
	Iteration 61Q: 3 clusters Score -2.143796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21437966.000000 Penalty: 5938.620117
	Iteration 62Q: 3 clusters Score -2.143797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21437976.000000 Penalty: 5938.620117
	Iteration 63Q: 3 clusters Score -2.143798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21437972.000000 Penalty: 5938.620117
	Iteration 64Q: 3 clusters Score -2.143797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156549 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21437968.000000 Penalty: 5938.620117
	Iteration 65Q: 3 clusters Score -2.143797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21437974.000000 Penalty: 5938.620117
	Iteration 66Q: 3 clusters Score -2.143797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21437994.000000 Penalty: 5938.620117
	Iteration 67Q: 3 clusters Score -2.143799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -21437992.000000 Penalty: 5938.620117
	Iteration 68Q: 3 clusters Score -2.143799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156565 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21437986.000000 Penalty: 5938.620117
	Iteration 69Q: 3 clusters Score -2.143799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -21437968.000000 Penalty: 5938.620117
	Iteration 70Q: 3 clusters Score -2.143797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21437966.000000 Penalty: 5938.620117
	Iteration 71Q: 3 clusters Score -2.143797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156571 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21437982.000000 Penalty: 5938.620117
	Iteration 72Q: 3 clusters Score -2.143798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5938.620117
	Iteration 73Q: 3 clusters Score -2.143797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5938.620117
	Iteration 74Q: 3 clusters Score -2.143797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21437980.000000 Penalty: 5938.620117
	Iteration 75Q: 3 clusters Score -2.143798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21437978.000000 Penalty: 5938.620117
	Iteration 76Q: 3 clusters Score -2.143798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156578 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21437982.000000 Penalty: 5938.620117
	Iteration 77Q: 3 clusters Score -2.143798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5938.620117
	Iteration 78Q: 3 clusters Score -2.143797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5938.620117
	Iteration 79Q: 3 clusters Score -2.143797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21437970.000000 Penalty: 5938.620117
	Iteration 80F: 3 clusters Score -2.143797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -434511.656250 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -434511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -431244.843750 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -431244.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -433349.218750 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -433349.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -434734.562500 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -434734.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -435563.687500 Penalty: 4023.813721
	Iteration 3F: 3 clusters Score -435563.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -435902.531250 Penalty: 4023.813721
	Iteration 4F: 3 clusters Score -435902.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -436014.843750 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -436014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -436051.250000 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -436051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -436066.656250 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -436066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -436085.906250 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -436085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -436102.375000 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -436102.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -436114.875000 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -436114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -436121.750000 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -436121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -436128.406250 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -436128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -436132.125000 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -436132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436133.437500 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -436133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -436134.531250 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -436134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -436134.531250 Penalty: 4023.813721
	Iteration 16F: 3 clusters Score -436134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 149747 members 
Mstep: Class 3 contains 160174 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 158423 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 61935 members 
Mstep: Class 10 contains 176672 members 
Mstep: Class 11 contains 166927 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 99737 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 181946 members 
Mstep: Class 18 contains 163656 members 
Mstep: Class 19 contains 6445 members 
Entering Unmasked Estep 
Score: -180195216.000000 Penalty: 63080.269531
Splitting cluster 7 changes total score from -180191408.000000 to -180195216.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -335161.406250 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -335161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -332130.125000 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -332130.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -335220.093750 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -335220.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -338028.968750 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -338029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -339317.187500 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -339317.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -339659.906250 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -339659.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -339815.750000 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -339815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -339867.531250 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -339867.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -339955.250000 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -339955.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -340029.781250 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -340029.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -340072.187500 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -340072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -340107.093750 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -340107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -340216.500000 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -340216.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -340361.375000 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -340361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -340375.531250 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -340375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -340378.500000 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -340378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -340378.500000 Penalty: 3958.091553
	Iteration 15F: 3 clusters Score -340378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 149747 members 
Mstep: Class 3 contains 160174 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 158423 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 61935 members 
Mstep: Class 10 contains 176672 members 
Mstep: Class 11 contains 166927 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 99737 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 181946 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 163656 members 
Mstep: Class 19 contains 6445 members 
Entering Unmasked Estep 
Score: -180198816.000000 Penalty: 66584.734375
Splitting cluster 8 changes total score from -180191408.000000 to -180198816.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (61935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Entering Unmasked Estep 
Score: -8063799.500000 Penalty: 2736.392578
	Iteration 0F: 2 clusters Score -8063800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -8022094.500000 Penalty: 5472.785156
	Iteration 0F: 3 clusters Score -8022094 nChanged 28908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -8038037.500000 Penalty: 5472.785156
	Iteration 1F: 3 clusters Score -8038038 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -8038494.000000 Penalty: 5472.785156
	Iteration 2Q: 3 clusters Score -8038494 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -8038983.000000 Penalty: 5472.785156
	Iteration 3Q: 3 clusters Score -8038983 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8039577.000000 Penalty: 5472.785156
	Iteration 4Q: 3 clusters Score -8039577 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -8040393.500000 Penalty: 5472.785156
	Iteration 5Q: 3 clusters Score -8040394 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8041712.500000 Penalty: 5472.785156
	Iteration 6Q: 3 clusters Score -8041712 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8043826.000000 Penalty: 5472.785156
	Iteration 7F: 3 clusters Score -8043826 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -8047332.000000 Penalty: 5472.785156
	Iteration 8F: 3 clusters Score -8047332 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -8051819.500000 Penalty: 5472.785156
	Iteration 9F: 3 clusters Score -8051820 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8056298.000000 Penalty: 5472.785156
	Iteration 10F: 3 clusters Score -8056298 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8059065.500000 Penalty: 5472.785156
	Iteration 11Q: 3 clusters Score -8059066 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8060397.500000 Penalty: 5472.785156
	Iteration 12Q: 3 clusters Score -8060398 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8060908.000000 Penalty: 5472.785156
	Iteration 13Q: 3 clusters Score -8060908 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8061131.500000 Penalty: 5472.785156
	Iteration 14Q: 3 clusters Score -8061132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8061251.000000 Penalty: 5472.785156
	Iteration 15Q: 3 clusters Score -8061251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8061302.500000 Penalty: 5472.785156
	Iteration 16Q: 3 clusters Score -8061302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8061332.500000 Penalty: 5472.785156
	Iteration 17Q: 3 clusters Score -8061332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8061355.500000 Penalty: 5472.785156
	Iteration 18Q: 3 clusters Score -8061356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8061376.000000 Penalty: 5472.785156
	Iteration 19Q: 3 clusters Score -8061376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8061377.000000 Penalty: 5472.785156
	Iteration 20F: 3 clusters Score -8061377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8061383.500000 Penalty: 5472.785156
	Iteration 21Q: 3 clusters Score -8061384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8061394.000000 Penalty: 5472.785156
	Iteration 22Q: 3 clusters Score -8061394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8061401.500000 Penalty: 5472.785156
	Iteration 23Q: 3 clusters Score -8061402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8061404.500000 Penalty: 5472.785156
	Iteration 24Q: 3 clusters Score -8061404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8061419.500000 Penalty: 5472.785156
	Iteration 25Q: 3 clusters Score -8061420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8061425.500000 Penalty: 5472.785156
	Iteration 26Q: 3 clusters Score -8061426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8061420.000000 Penalty: 5472.785156
	Iteration 27Q: 3 clusters Score -8061420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8061424.500000 Penalty: 5472.785156
	Iteration 28Q: 3 clusters Score -8061424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8061430.000000 Penalty: 5472.785156
	Iteration 29Q: 3 clusters Score -8061430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8061432.000000 Penalty: 5472.785156
	Iteration 30Q: 3 clusters Score -8061432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8061433.000000 Penalty: 5472.785156
	Iteration 31Q: 3 clusters Score -8061433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8061437.500000 Penalty: 5472.785156
	Iteration 32Q: 3 clusters Score -8061438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8061447.000000 Penalty: 5472.785156
	Iteration 33Q: 3 clusters Score -8061447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8061444.000000 Penalty: 5472.785156
	Iteration 34Q: 3 clusters Score -8061444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8061444.000000 Penalty: 5472.785156
	Iteration 35F: 3 clusters Score -8061444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Entering Unmasked Estep 
Score: -22333044.000000 Penalty: 2982.277344
	Iteration 0F: 2 clusters Score -2.233304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -22228148.000000 Penalty: 5964.554688
	Iteration 0F: 3 clusters Score -2.222815e+07 nChanged 79873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -22276312.000000 Penalty: 5964.554688
	Iteration 1F: 3 clusters Score -2.227631e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -22279176.000000 Penalty: 5964.554688
	Iteration 2Q: 3 clusters Score -2.227918e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -22283502.000000 Penalty: 5964.554688
	Iteration 3F: 3 clusters Score -2.22835e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -22290868.000000 Penalty: 5964.554688
	Iteration 4F: 3 clusters Score -2.229087e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -22300646.000000 Penalty: 5964.554688
	Iteration 5F: 3 clusters Score -2.230065e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 117500 members 
Entering Unmasked Estep 
Score: -22311924.000000 Penalty: 5964.554688
	Iteration 6F: 3 clusters Score -2.231192e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 122997 members 
Entering Unmasked Estep 
Score: -22321452.000000 Penalty: 5964.554688
	Iteration 7F: 3 clusters Score -2.232145e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -22326290.000000 Penalty: 5964.554688
	Iteration 8Q: 3 clusters Score -2.232629e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -22327930.000000 Penalty: 5964.554688
	Iteration 9Q: 3 clusters Score -2.232793e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 129559 members 
Entering Unmasked Estep 
Score: -22328888.000000 Penalty: 5964.554688
	Iteration 10Q: 3 clusters Score -2.232889e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -22329576.000000 Penalty: 5964.554688
	Iteration 11Q: 3 clusters Score -2.232958e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -22330186.000000 Penalty: 5964.554688
	Iteration 12Q: 3 clusters Score -2.233019e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 5964.554688
	Iteration 13Q: 3 clusters Score -2.233072e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -22331280.000000 Penalty: 5964.554688
	Iteration 14Q: 3 clusters Score -2.233128e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 135544 members 
Entering Unmasked Estep 
Score: -22331992.000000 Penalty: 5964.554688
	Iteration 15Q: 3 clusters Score -2.233199e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -22332686.000000 Penalty: 5964.554688
	Iteration 16Q: 3 clusters Score -2.233269e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 138296 members 
Entering Unmasked Estep 
Score: -22333438.000000 Penalty: 5964.554688
	Iteration 17Q: 3 clusters Score -2.233344e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -22334068.000000 Penalty: 5964.554688
	Iteration 18Q: 3 clusters Score -2.233407e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 141903 members 
Entering Unmasked Estep 
Score: -22334574.000000 Penalty: 5964.554688
	Iteration 19Q: 3 clusters Score -2.233457e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 143936 members 
Entering Unmasked Estep 
Score: -22334972.000000 Penalty: 5964.554688
	Iteration 20F: 3 clusters Score -2.233497e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 146101 members 
Entering Unmasked Estep 
Score: -22335270.000000 Penalty: 5964.554688
	Iteration 21Q: 3 clusters Score -2.233527e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -22335208.000000 Penalty: 5964.554688
	Iteration 22Q: 3 clusters Score -2.233521e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 150344 members 
Entering Unmasked Estep 
Score: -22335138.000000 Penalty: 5964.554688
	Iteration 23Q: 3 clusters Score -2.233514e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -22334984.000000 Penalty: 5964.554688
	Iteration 24Q: 3 clusters Score -2.233498e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -22334864.000000 Penalty: 5964.554688
	Iteration 25Q: 3 clusters Score -2.233486e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -22334384.000000 Penalty: 5964.554688
	Iteration 26Q: 3 clusters Score -2.233438e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -22334178.000000 Penalty: 5964.554688
	Iteration 27Q: 3 clusters Score -2.233418e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -22333912.000000 Penalty: 5964.554688
	Iteration 28Q: 3 clusters Score -2.233391e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -22333612.000000 Penalty: 5964.554688
	Iteration 29Q: 3 clusters Score -2.233361e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 160172 members 
Entering Unmasked Estep 
Score: -22333424.000000 Penalty: 5964.554688
	Iteration 30Q: 3 clusters Score -2.233342e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 160904 members 
Entering Unmasked Estep 
Score: -22333056.000000 Penalty: 5964.554688
	Iteration 31Q: 3 clusters Score -2.233306e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -22332944.000000 Penalty: 5964.554688
	Iteration 32Q: 3 clusters Score -2.233294e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 162130 members 
Entering Unmasked Estep 
Score: -22332696.000000 Penalty: 5964.554688
	Iteration 33Q: 3 clusters Score -2.23327e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 162630 members 
Entering Unmasked Estep 
Score: -22332596.000000 Penalty: 5964.554688
	Iteration 34Q: 3 clusters Score -2.23326e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -22332420.000000 Penalty: 5964.554688
	Iteration 35Q: 3 clusters Score -2.233242e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -22332294.000000 Penalty: 5964.554688
	Iteration 36Q: 3 clusters Score -2.233229e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -22332116.000000 Penalty: 5964.554688
	Iteration 37Q: 3 clusters Score -2.233212e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -22332016.000000 Penalty: 5964.554688
	Iteration 38Q: 3 clusters Score -2.233202e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -22331898.000000 Penalty: 5964.554688
	Iteration 39Q: 3 clusters Score -2.23319e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -22331872.000000 Penalty: 5964.554688
	Iteration 40F: 3 clusters Score -2.233187e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 164595 members 
Entering Unmasked Estep 
Score: -22331800.000000 Penalty: 5964.554688
	Iteration 41Q: 3 clusters Score -2.23318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -22331652.000000 Penalty: 5964.554688
	Iteration 42Q: 3 clusters Score -2.233165e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -22331632.000000 Penalty: 5964.554688
	Iteration 43Q: 3 clusters Score -2.233163e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -22331578.000000 Penalty: 5964.554688
	Iteration 44Q: 3 clusters Score -2.233158e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -22331540.000000 Penalty: 5964.554688
	Iteration 45Q: 3 clusters Score -2.233154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -22331496.000000 Penalty: 5964.554688
	Iteration 46Q: 3 clusters Score -2.23315e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 165210 members 
Entering Unmasked Estep 
Score: -22331504.000000 Penalty: 5964.554688
	Iteration 47Q: 3 clusters Score -2.23315e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 165266 members 
Entering Unmasked Estep 
Score: -22331482.000000 Penalty: 5964.554688
	Iteration 48Q: 3 clusters Score -2.233148e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -22331442.000000 Penalty: 5964.554688
	Iteration 49Q: 3 clusters Score -2.233144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -22331416.000000 Penalty: 5964.554688
	Iteration 50Q: 3 clusters Score -2.233142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -22331396.000000 Penalty: 5964.554688
	Iteration 51Q: 3 clusters Score -2.23314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -22331374.000000 Penalty: 5964.554688
	Iteration 52Q: 3 clusters Score -2.233137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -22331380.000000 Penalty: 5964.554688
	Iteration 53Q: 3 clusters Score -2.233138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -22331330.000000 Penalty: 5964.554688
	Iteration 54Q: 3 clusters Score -2.233133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -22331322.000000 Penalty: 5964.554688
	Iteration 55Q: 3 clusters Score -2.233132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 165581 members 
Entering Unmasked Estep 
Score: -22331336.000000 Penalty: 5964.554688
	Iteration 56Q: 3 clusters Score -2.233134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -22331314.000000 Penalty: 5964.554688
	Iteration 57Q: 3 clusters Score -2.233131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -22331308.000000 Penalty: 5964.554688
	Iteration 58Q: 3 clusters Score -2.233131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -22331306.000000 Penalty: 5964.554688
	Iteration 59Q: 3 clusters Score -2.233131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -22331308.000000 Penalty: 5964.554688
	Iteration 60F: 3 clusters Score -2.233131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -22331312.000000 Penalty: 5964.554688
	Iteration 61Q: 3 clusters Score -2.233131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -22331290.000000 Penalty: 5964.554688
	Iteration 62Q: 3 clusters Score -2.233129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -22331292.000000 Penalty: 5964.554688
	Iteration 63Q: 3 clusters Score -2.233129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -22331292.000000 Penalty: 5964.554688
	Iteration 64Q: 3 clusters Score -2.233129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 165774 members 
Entering Unmasked Estep 
Score: -22331282.000000 Penalty: 5964.554688
	Iteration 65Q: 3 clusters Score -2.233128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -22331276.000000 Penalty: 5964.554688
	Iteration 66Q: 3 clusters Score -2.233128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -22331280.000000 Penalty: 5964.554688
	Iteration 67Q: 3 clusters Score -2.233128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -22331274.000000 Penalty: 5964.554688
	Iteration 68Q: 3 clusters Score -2.233127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -22331284.000000 Penalty: 5964.554688
	Iteration 69Q: 3 clusters Score -2.233128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -22331274.000000 Penalty: 5964.554688
	Iteration 70Q: 3 clusters Score -2.233127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -22331278.000000 Penalty: 5964.554688
	Iteration 71Q: 3 clusters Score -2.233128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -22331260.000000 Penalty: 5964.554688
	Iteration 72Q: 3 clusters Score -2.233126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -22331254.000000 Penalty: 5964.554688
	Iteration 73Q: 3 clusters Score -2.233125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -22331236.000000 Penalty: 5964.554688
	Iteration 74Q: 3 clusters Score -2.233124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 165833 members 
Entering Unmasked Estep 
Score: -22331234.000000 Penalty: 5964.554688
	Iteration 75Q: 3 clusters Score -2.233123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -22331234.000000 Penalty: 5964.554688
	Iteration 76Q: 3 clusters Score -2.233123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -22331232.000000 Penalty: 5964.554688
	Iteration 77Q: 3 clusters Score -2.233123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -22331242.000000 Penalty: 5964.554688
	Iteration 78Q: 3 clusters Score -2.233124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -22331224.000000 Penalty: 5964.554688
	Iteration 79Q: 3 clusters Score -2.233122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -22331250.000000 Penalty: 5964.554688
	Iteration 80F: 3 clusters Score -2.233125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 165870 members 
Entering Unmasked Estep 
Score: -22331242.000000 Penalty: 5964.554688
	Iteration 81Q: 3 clusters Score -2.233124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -22331244.000000 Penalty: 5964.554688
	Iteration 82Q: 3 clusters Score -2.233124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -22331240.000000 Penalty: 5964.554688
	Iteration 83Q: 3 clusters Score -2.233124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -22331242.000000 Penalty: 5964.554688
	Iteration 84Q: 3 clusters Score -2.233124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -22331220.000000 Penalty: 5964.554688
	Iteration 85Q: 3 clusters Score -2.233122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -22331208.000000 Penalty: 5964.554688
	Iteration 86Q: 3 clusters Score -2.233121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -22331210.000000 Penalty: 5964.554688
	Iteration 87Q: 3 clusters Score -2.233121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 165905 members 
Entering Unmasked Estep 
Score: -22331204.000000 Penalty: 5964.554688
	Iteration 88Q: 3 clusters Score -2.23312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -22331200.000000 Penalty: 5964.554688
	Iteration 89Q: 3 clusters Score -2.23312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -22331208.000000 Penalty: 5964.554688
	Iteration 90Q: 3 clusters Score -2.233121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -22331204.000000 Penalty: 5964.554688
	Iteration 91Q: 3 clusters Score -2.23312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 165916 members 
Entering Unmasked Estep 
Score: -22331206.000000 Penalty: 5964.554688
	Iteration 92Q: 3 clusters Score -2.233121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 165918 members 
Entering Unmasked Estep 
Score: -22331212.000000 Penalty: 5964.554688
	Iteration 93Q: 3 clusters Score -2.233121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 165918 members 
Entering Unmasked Estep 
Score: -22331212.000000 Penalty: 5964.554688
	Iteration 94F: 3 clusters Score -2.233121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -521869.468750 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -521869.5 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 2001 members 
Entering Unmasked Estep 
Score: -517920.187500 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -517920.2 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -518882.906250 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -518882.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519189.062500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -519189.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -519352.687500 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -519352.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -519456.031250 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -519456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -519550.468750 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -519550.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -519634.500000 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -519634.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -519733.281250 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -519733.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -519842.093750 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -519842.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -519950.062500 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -519950.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -520040.937500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -520040.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -520112.281250 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -520112.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -520164.906250 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -520164.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -520205.312500 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -520205.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -520237.687500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -520237.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -520264.875000 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -520264.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -520287.656250 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -520287.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -520302.062500 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -520302.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -520311.625000 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -520311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -520315.687500 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -520315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -520322.125000 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -520322.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -520332.562500 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -520332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -520338.593750 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -520338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -520343.093750 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -520343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -520346.593750 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -520346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -520352.531250 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -520352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -520358.250000 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -520358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -520364.000000 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -520364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -520372.187500 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -520372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -520380.250000 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -520380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -520386.031250 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -520386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -520389.500000 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -520389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -520392.093750 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -520392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -520394.406250 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -520394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -520397.656250 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -520397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -520398.781250 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -520398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -520399.343750 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -520399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -520400.062500 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -520400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -520400.062500 Penalty: 4125.611816
	Iteration 38F: 3 clusters Score -520400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -1328946.500000 Penalty: 2273.005127
	Iteration 0F: 2 clusters Score -1328946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1321507.375000 Penalty: 4546.010254
	Iteration 0F: 3 clusters Score -1321507 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1323751.625000 Penalty: 4546.010254
	Iteration 1F: 3 clusters Score -1323752 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1323992.625000 Penalty: 4546.010254
	Iteration 2F: 3 clusters Score -1323993 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1324142.375000 Penalty: 4546.010254
	Iteration 3Q: 3 clusters Score -1324142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1324250.000000 Penalty: 4546.010254
	Iteration 4Q: 3 clusters Score -1324250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1324318.000000 Penalty: 4546.010254
	Iteration 5Q: 3 clusters Score -1324318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1324377.500000 Penalty: 4546.010254
	Iteration 6Q: 3 clusters Score -1324378 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1324420.875000 Penalty: 4546.010254
	Iteration 7Q: 3 clusters Score -1324421 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1324447.125000 Penalty: 4546.010254
	Iteration 8Q: 3 clusters Score -1324447 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1324480.750000 Penalty: 4546.010254
	Iteration 9Q: 3 clusters Score -1324481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1324504.375000 Penalty: 4546.010254
	Iteration 10Q: 3 clusters Score -1324504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1324526.750000 Penalty: 4546.010254
	Iteration 11Q: 3 clusters Score -1324527 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1324552.000000 Penalty: 4546.010254
	Iteration 12Q: 3 clusters Score -1324552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1324565.000000 Penalty: 4546.010254
	Iteration 13Q: 3 clusters Score -1324565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1324580.000000 Penalty: 4546.010254
	Iteration 14Q: 3 clusters Score -1324580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1324601.875000 Penalty: 4546.010254
	Iteration 15Q: 3 clusters Score -1324602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1324616.750000 Penalty: 4546.010254
	Iteration 16Q: 3 clusters Score -1324617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1324641.500000 Penalty: 4546.010254
	Iteration 17Q: 3 clusters Score -1324642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1324657.125000 Penalty: 4546.010254
	Iteration 18Q: 3 clusters Score -1324657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1324672.375000 Penalty: 4546.010254
	Iteration 19Q: 3 clusters Score -1324672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1324690.250000 Penalty: 4546.010254
	Iteration 20F: 3 clusters Score -1324690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1324707.500000 Penalty: 4546.010254
	Iteration 21Q: 3 clusters Score -1324708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1324737.500000 Penalty: 4546.010254
	Iteration 22Q: 3 clusters Score -1324738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1324769.250000 Penalty: 4546.010254
	Iteration 23Q: 3 clusters Score -1324769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1324817.375000 Penalty: 4546.010254
	Iteration 24Q: 3 clusters Score -1324817 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1324875.250000 Penalty: 4546.010254
	Iteration 25Q: 3 clusters Score -1324875 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1324933.875000 Penalty: 4546.010254
	Iteration 26Q: 3 clusters Score -1324934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1325004.625000 Penalty: 4546.010254
	Iteration 27Q: 3 clusters Score -1325005 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1325076.625000 Penalty: 4546.010254
	Iteration 28Q: 3 clusters Score -1325077 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1325195.625000 Penalty: 4546.010254
	Iteration 29Q: 3 clusters Score -1325196 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1325307.875000 Penalty: 4546.010254
	Iteration 30Q: 3 clusters Score -1325308 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1325461.375000 Penalty: 4546.010254
	Iteration 31Q: 3 clusters Score -1325461 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1325659.500000 Penalty: 4546.010254
	Iteration 32Q: 3 clusters Score -1325660 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1325867.750000 Penalty: 4546.010254
	Iteration 33Q: 3 clusters Score -1325868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1326069.375000 Penalty: 4546.010254
	Iteration 34Q: 3 clusters Score -1326069 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1326233.000000 Penalty: 4546.010254
	Iteration 35Q: 3 clusters Score -1326233 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1326398.875000 Penalty: 4546.010254
	Iteration 36Q: 3 clusters Score -1326399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1326539.500000 Penalty: 4546.010254
	Iteration 37Q: 3 clusters Score -1326540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1326652.250000 Penalty: 4546.010254
	Iteration 38Q: 3 clusters Score -1326652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1326739.875000 Penalty: 4546.010254
	Iteration 39Q: 3 clusters Score -1326740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1326797.000000 Penalty: 4546.010254
	Iteration 40F: 3 clusters Score -1326797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1326841.375000 Penalty: 4546.010254
	Iteration 41Q: 3 clusters Score -1326841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1326877.500000 Penalty: 4546.010254
	Iteration 42Q: 3 clusters Score -1326878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1326896.750000 Penalty: 4546.010254
	Iteration 43Q: 3 clusters Score -1326897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1326906.125000 Penalty: 4546.010254
	Iteration 44Q: 3 clusters Score -1326906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1326913.000000 Penalty: 4546.010254
	Iteration 45Q: 3 clusters Score -1326913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1326919.750000 Penalty: 4546.010254
	Iteration 46Q: 3 clusters Score -1326920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1326925.875000 Penalty: 4546.010254
	Iteration 47Q: 3 clusters Score -1326926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1326926.625000 Penalty: 4546.010254
	Iteration 48Q: 3 clusters Score -1326927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1326927.875000 Penalty: 4546.010254
	Iteration 49Q: 3 clusters Score -1326928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1326935.000000 Penalty: 4546.010254
	Iteration 50Q: 3 clusters Score -1326935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1326943.000000 Penalty: 4546.010254
	Iteration 51Q: 3 clusters Score -1326943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1326946.875000 Penalty: 4546.010254
	Iteration 52Q: 3 clusters Score -1326947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1326951.125000 Penalty: 4546.010254
	Iteration 53Q: 3 clusters Score -1326951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1326954.625000 Penalty: 4546.010254
	Iteration 54Q: 3 clusters Score -1326955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1326963.250000 Penalty: 4546.010254
	Iteration 55Q: 3 clusters Score -1326963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1326968.375000 Penalty: 4546.010254
	Iteration 56Q: 3 clusters Score -1326968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1326970.500000 Penalty: 4546.010254
	Iteration 57Q: 3 clusters Score -1326970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1326971.125000 Penalty: 4546.010254
	Iteration 58Q: 3 clusters Score -1326971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1326971.250000 Penalty: 4546.010254
	Iteration 59Q: 3 clusters Score -1326971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1326972.000000 Penalty: 4546.010254
	Iteration 60F: 3 clusters Score -1326972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1326975.500000 Penalty: 4546.010254
	Iteration 61Q: 3 clusters Score -1326976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1326978.500000 Penalty: 4546.010254
	Iteration 62Q: 3 clusters Score -1326978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1326982.750000 Penalty: 4546.010254
	Iteration 63Q: 3 clusters Score -1326983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1326983.125000 Penalty: 4546.010254
	Iteration 64Q: 3 clusters Score -1326983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1326984.125000 Penalty: 4546.010254
	Iteration 65Q: 3 clusters Score -1326984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1326984.125000 Penalty: 4546.010254
	Iteration 66F: 3 clusters Score -1326984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (99737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Entering Unmasked Estep 
Score: -13548198.000000 Penalty: 2854.552490
	Iteration 0F: 2 clusters Score -1.35482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -13481755.000000 Penalty: 5709.104980
	Iteration 0F: 3 clusters Score -1.348176e+07 nChanged 47072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -13509169.000000 Penalty: 5709.104980
	Iteration 1F: 3 clusters Score -1.350917e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -13510339.000000 Penalty: 5709.104980
	Iteration 2Q: 3 clusters Score -1.351034e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -13511992.000000 Penalty: 5709.104980
	Iteration 3Q: 3 clusters Score -1.351199e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -13514424.000000 Penalty: 5709.104980
	Iteration 4Q: 3 clusters Score -1.351442e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -13518057.000000 Penalty: 5709.104980
	Iteration 5F: 3 clusters Score -1.351806e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -13523244.000000 Penalty: 5709.104980
	Iteration 6F: 3 clusters Score -1.352324e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -13529522.000000 Penalty: 5709.104980
	Iteration 7F: 3 clusters Score -1.352952e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -13535106.000000 Penalty: 5709.104980
	Iteration 8F: 3 clusters Score -1.353511e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -13539408.000000 Penalty: 5709.104980
	Iteration 9Q: 3 clusters Score -1.353941e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -13542314.000000 Penalty: 5709.104980
	Iteration 10Q: 3 clusters Score -1.354231e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13543922.000000 Penalty: 5709.104980
	Iteration 11Q: 3 clusters Score -1.354392e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13544763.000000 Penalty: 5709.104980
	Iteration 12Q: 3 clusters Score -1.354476e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13545160.000000 Penalty: 5709.104980
	Iteration 13Q: 3 clusters Score -1.354516e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13545345.000000 Penalty: 5709.104980
	Iteration 14Q: 3 clusters Score -1.354534e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13545477.000000 Penalty: 5709.104980
	Iteration 15Q: 3 clusters Score -1.354548e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13545579.000000 Penalty: 5709.104980
	Iteration 16Q: 3 clusters Score -1.354558e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13545640.000000 Penalty: 5709.104980
	Iteration 17Q: 3 clusters Score -1.354564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13545673.000000 Penalty: 5709.104980
	Iteration 18Q: 3 clusters Score -1.354567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13545690.000000 Penalty: 5709.104980
	Iteration 19Q: 3 clusters Score -1.354569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13545699.000000 Penalty: 5709.104980
	Iteration 20F: 3 clusters Score -1.35457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13545716.000000 Penalty: 5709.104980
	Iteration 21Q: 3 clusters Score -1.354572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13545738.000000 Penalty: 5709.104980
	Iteration 22Q: 3 clusters Score -1.354574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13545740.000000 Penalty: 5709.104980
	Iteration 23Q: 3 clusters Score -1.354574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13545744.000000 Penalty: 5709.104980
	Iteration 24Q: 3 clusters Score -1.354574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13545743.000000 Penalty: 5709.104980
	Iteration 25Q: 3 clusters Score -1.354574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13545743.000000 Penalty: 5709.104980
	Iteration 26Q: 3 clusters Score -1.354574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13545751.000000 Penalty: 5709.104980
	Iteration 27Q: 3 clusters Score -1.354575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13545745.000000 Penalty: 5709.104980
	Iteration 28Q: 3 clusters Score -1.354574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13545752.000000 Penalty: 5709.104980
	Iteration 29Q: 3 clusters Score -1.354575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13545752.000000 Penalty: 5709.104980
	Iteration 30F: 3 clusters Score -1.354575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (181946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Entering Unmasked Estep 
Score: -24392942.000000 Penalty: 3003.643555
	Iteration 0F: 2 clusters Score -2.439294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -24277934.000000 Penalty: 6007.287109
	Iteration 0F: 3 clusters Score -2.427793e+07 nChanged 87321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -24329012.000000 Penalty: 6007.287109
	Iteration 1F: 3 clusters Score -2.432901e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -24330746.000000 Penalty: 6007.287109
	Iteration 2Q: 3 clusters Score -2.433075e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -24333046.000000 Penalty: 6007.287109
	Iteration 3Q: 3 clusters Score -2.433305e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -24336674.000000 Penalty: 6007.287109
	Iteration 4Q: 3 clusters Score -2.433667e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -24342926.000000 Penalty: 6007.287109
	Iteration 5F: 3 clusters Score -2.434293e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -24352646.000000 Penalty: 6007.287109
	Iteration 6F: 3 clusters Score -2.435265e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -24365362.000000 Penalty: 6007.287109
	Iteration 7F: 3 clusters Score -2.436536e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -24377204.000000 Penalty: 6007.287109
	Iteration 8F: 3 clusters Score -2.43772e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -24385124.000000 Penalty: 6007.287109
	Iteration 9F: 3 clusters Score -2.438512e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -24389022.000000 Penalty: 6007.287109
	Iteration 10Q: 3 clusters Score -2.438902e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 173024 members 
Entering Unmasked Estep 
Score: -24391094.000000 Penalty: 6007.287109
	Iteration 11Q: 3 clusters Score -2.439109e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -24392016.000000 Penalty: 6007.287109
	Iteration 12Q: 3 clusters Score -2.439202e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 175325 members 
Entering Unmasked Estep 
Score: -24392690.000000 Penalty: 6007.287109
	Iteration 13Q: 3 clusters Score -2.439269e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 175830 members 
Entering Unmasked Estep 
Score: -24392788.000000 Penalty: 6007.287109
	Iteration 14Q: 3 clusters Score -2.439279e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 176188 members 
Entering Unmasked Estep 
Score: -24392956.000000 Penalty: 6007.287109
	Iteration 15Q: 3 clusters Score -2.439296e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -24393034.000000 Penalty: 6007.287109
	Iteration 16Q: 3 clusters Score -2.439303e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -24393068.000000 Penalty: 6007.287109
	Iteration 17Q: 3 clusters Score -2.439307e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -24393068.000000 Penalty: 6007.287109
	Iteration 18Q: 3 clusters Score -2.439307e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 176873 members 
Entering Unmasked Estep 
Score: -24393046.000000 Penalty: 6007.287109
	Iteration 19Q: 3 clusters Score -2.439305e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -24393046.000000 Penalty: 6007.287109
	Iteration 20F: 3 clusters Score -2.439305e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 177105 members 
Entering Unmasked Estep 
Score: -24393062.000000 Penalty: 6007.287109
	Iteration 21Q: 3 clusters Score -2.439306e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -24393062.000000 Penalty: 6007.287109
	Iteration 22Q: 3 clusters Score -2.439306e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 177262 members 
Entering Unmasked Estep 
Score: -24393030.000000 Penalty: 6007.287109
	Iteration 23Q: 3 clusters Score -2.439303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -24393002.000000 Penalty: 6007.287109
	Iteration 24Q: 3 clusters Score -2.4393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -24392992.000000 Penalty: 6007.287109
	Iteration 25Q: 3 clusters Score -2.439299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -24392966.000000 Penalty: 6007.287109
	Iteration 26Q: 3 clusters Score -2.439297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -24392954.000000 Penalty: 6007.287109
	Iteration 27Q: 3 clusters Score -2.439295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -24392982.000000 Penalty: 6007.287109
	Iteration 28Q: 3 clusters Score -2.439298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -24392990.000000 Penalty: 6007.287109
	Iteration 29Q: 3 clusters Score -2.439299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -24392972.000000 Penalty: 6007.287109
	Iteration 30Q: 3 clusters Score -2.439297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 177497 members 
Entering Unmasked Estep 
Score: -24392984.000000 Penalty: 6007.287109
	Iteration 31Q: 3 clusters Score -2.439298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 177510 members 
Entering Unmasked Estep 
Score: -24392948.000000 Penalty: 6007.287109
	Iteration 32Q: 3 clusters Score -2.439295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 177523 members 
Entering Unmasked Estep 
Score: -24392954.000000 Penalty: 6007.287109
	Iteration 33Q: 3 clusters Score -2.439295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 177535 members 
Entering Unmasked Estep 
Score: -24392940.000000 Penalty: 6007.287109
	Iteration 34Q: 3 clusters Score -2.439294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -24392946.000000 Penalty: 6007.287109
	Iteration 35Q: 3 clusters Score -2.439295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -24392944.000000 Penalty: 6007.287109
	Iteration 36Q: 3 clusters Score -2.439294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 177567 members 
Entering Unmasked Estep 
Score: -24392922.000000 Penalty: 6007.287109
	Iteration 37Q: 3 clusters Score -2.439292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -24392926.000000 Penalty: 6007.287109
	Iteration 38Q: 3 clusters Score -2.439293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -24392942.000000 Penalty: 6007.287109
	Iteration 39Q: 3 clusters Score -2.439294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 177598 members 
Entering Unmasked Estep 
Score: -24392934.000000 Penalty: 6007.287109
	Iteration 40F: 3 clusters Score -2.439293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 177611 members 
Entering Unmasked Estep 
Score: -24392950.000000 Penalty: 6007.287109
	Iteration 41Q: 3 clusters Score -2.439295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -24392942.000000 Penalty: 6007.287109
	Iteration 42Q: 3 clusters Score -2.439294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -24392926.000000 Penalty: 6007.287109
	Iteration 43Q: 3 clusters Score -2.439293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -24392922.000000 Penalty: 6007.287109
	Iteration 44Q: 3 clusters Score -2.439292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -24392926.000000 Penalty: 6007.287109
	Iteration 45Q: 3 clusters Score -2.439293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -24392920.000000 Penalty: 6007.287109
	Iteration 46Q: 3 clusters Score -2.439292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -24392912.000000 Penalty: 6007.287109
	Iteration 47Q: 3 clusters Score -2.439291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -24392922.000000 Penalty: 6007.287109
	Iteration 48Q: 3 clusters Score -2.439292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -24392924.000000 Penalty: 6007.287109
	Iteration 49Q: 3 clusters Score -2.439292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -24392920.000000 Penalty: 6007.287109
	Iteration 50Q: 3 clusters Score -2.439292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -24392916.000000 Penalty: 6007.287109
	Iteration 51Q: 3 clusters Score -2.439292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -24392932.000000 Penalty: 6007.287109
	Iteration 52Q: 3 clusters Score -2.439293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 177811 members 
Entering Unmasked Estep 
Score: -24392924.000000 Penalty: 6007.287109
	Iteration 53Q: 3 clusters Score -2.439292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 177831 members 
Entering Unmasked Estep 
Score: -24392922.000000 Penalty: 6007.287109
	Iteration 54Q: 3 clusters Score -2.439292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -24392944.000000 Penalty: 6007.287109
	Iteration 55Q: 3 clusters Score -2.439294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -24392922.000000 Penalty: 6007.287109
	Iteration 56Q: 3 clusters Score -2.439292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -24392928.000000 Penalty: 6007.287109
	Iteration 57Q: 3 clusters Score -2.439293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -24392902.000000 Penalty: 6007.287109
	Iteration 58Q: 3 clusters Score -2.43929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -24392896.000000 Penalty: 6007.287109
	Iteration 59Q: 3 clusters Score -2.43929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -24392898.000000 Penalty: 6007.287109
	Iteration 60F: 3 clusters Score -2.43929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 177915 members 
Entering Unmasked Estep 
Score: -24392902.000000 Penalty: 6007.287109
	Iteration 61Q: 3 clusters Score -2.43929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 177922 members 
Entering Unmasked Estep 
Score: -24392882.000000 Penalty: 6007.287109
	Iteration 62Q: 3 clusters Score -2.439288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -24392880.000000 Penalty: 6007.287109
	Iteration 63Q: 3 clusters Score -2.439288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -24392860.000000 Penalty: 6007.287109
	Iteration 64Q: 3 clusters Score -2.439286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -24392868.000000 Penalty: 6007.287109
	Iteration 65Q: 3 clusters Score -2.439287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -24392866.000000 Penalty: 6007.287109
	Iteration 66Q: 3 clusters Score -2.439287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 177983 members 
Entering Unmasked Estep 
Score: -24392862.000000 Penalty: 6007.287109
	Iteration 67Q: 3 clusters Score -2.439286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -24392864.000000 Penalty: 6007.287109
	Iteration 68Q: 3 clusters Score -2.439286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -24392882.000000 Penalty: 6007.287109
	Iteration 69Q: 3 clusters Score -2.439288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 177998 members 
Entering Unmasked Estep 
Score: -24392874.000000 Penalty: 6007.287109
	Iteration 70Q: 3 clusters Score -2.439287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -24392874.000000 Penalty: 6007.287109
	Iteration 71Q: 3 clusters Score -2.439287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -24392874.000000 Penalty: 6007.287109
	Iteration 72Q: 3 clusters Score -2.439287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 178002 members 
Entering Unmasked Estep 
Score: -24392868.000000 Penalty: 6007.287109
	Iteration 73Q: 3 clusters Score -2.439287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 178002 members 
Entering Unmasked Estep 
Score: -24392868.000000 Penalty: 6007.287109
	Iteration 74F: 3 clusters Score -2.439287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163656 members 
Entering Unmasked Estep 
Score: -22057844.000000 Penalty: 2977.369385
	Iteration 0F: 2 clusters Score -2.205784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -21951388.000000 Penalty: 5954.738770
	Iteration 0F: 3 clusters Score -2.195139e+07 nChanged 78307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -21996688.000000 Penalty: 5954.738770
	Iteration 1F: 3 clusters Score -2.199669e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -21997996.000000 Penalty: 5954.738770
	Iteration 2Q: 3 clusters Score -2.1998e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -21999666.000000 Penalty: 5954.738770
	Iteration 3Q: 3 clusters Score -2.199967e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -22002128.000000 Penalty: 5954.738770
	Iteration 4Q: 3 clusters Score -2.200213e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -22005540.000000 Penalty: 5954.738770
	Iteration 5Q: 3 clusters Score -2.200554e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -22010210.000000 Penalty: 5954.738770
	Iteration 6F: 3 clusters Score -2.201021e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -22016412.000000 Penalty: 5954.738770
	Iteration 7F: 3 clusters Score -2.201641e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -22024058.000000 Penalty: 5954.738770
	Iteration 8F: 3 clusters Score -2.202406e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -22030634.000000 Penalty: 5954.738770
	Iteration 9F: 3 clusters Score -2.203063e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -22034280.000000 Penalty: 5954.738770
	Iteration 10Q: 3 clusters Score -2.203428e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -22036104.000000 Penalty: 5954.738770
	Iteration 11Q: 3 clusters Score -2.20361e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -22036946.000000 Penalty: 5954.738770
	Iteration 12Q: 3 clusters Score -2.203695e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -22037548.000000 Penalty: 5954.738770
	Iteration 13Q: 3 clusters Score -2.203755e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -22037996.000000 Penalty: 5954.738770
	Iteration 14Q: 3 clusters Score -2.2038e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -22038552.000000 Penalty: 5954.738770
	Iteration 15Q: 3 clusters Score -2.203855e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -22039314.000000 Penalty: 5954.738770
	Iteration 16Q: 3 clusters Score -2.203931e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -22040138.000000 Penalty: 5954.738770
	Iteration 17Q: 3 clusters Score -2.204014e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -22040842.000000 Penalty: 5954.738770
	Iteration 18Q: 3 clusters Score -2.204084e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -22041698.000000 Penalty: 5954.738770
	Iteration 19Q: 3 clusters Score -2.20417e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -22042534.000000 Penalty: 5954.738770
	Iteration 20F: 3 clusters Score -2.204253e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -22043310.000000 Penalty: 5954.738770
	Iteration 21Q: 3 clusters Score -2.204331e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -22044312.000000 Penalty: 5954.738770
	Iteration 22Q: 3 clusters Score -2.204431e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -22045366.000000 Penalty: 5954.738770
	Iteration 23Q: 3 clusters Score -2.204537e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122069 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -22046376.000000 Penalty: 5954.738770
	Iteration 24Q: 3 clusters Score -2.204638e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -22047224.000000 Penalty: 5954.738770
	Iteration 25Q: 3 clusters Score -2.204722e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -22048032.000000 Penalty: 5954.738770
	Iteration 26Q: 3 clusters Score -2.204803e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -22048768.000000 Penalty: 5954.738770
	Iteration 27Q: 3 clusters Score -2.204877e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -22049458.000000 Penalty: 5954.738770
	Iteration 28Q: 3 clusters Score -2.204946e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -22050172.000000 Penalty: 5954.738770
	Iteration 29Q: 3 clusters Score -2.205017e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -22050776.000000 Penalty: 5954.738770
	Iteration 30Q: 3 clusters Score -2.205078e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -22051292.000000 Penalty: 5954.738770
	Iteration 31Q: 3 clusters Score -2.205129e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140813 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -22051932.000000 Penalty: 5954.738770
	Iteration 32Q: 3 clusters Score -2.205193e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -22052504.000000 Penalty: 5954.738770
	Iteration 33Q: 3 clusters Score -2.20525e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144552 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -22052918.000000 Penalty: 5954.738770
	Iteration 34Q: 3 clusters Score -2.205292e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146215 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -22053360.000000 Penalty: 5954.738770
	Iteration 35Q: 3 clusters Score -2.205336e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -22053792.000000 Penalty: 5954.738770
	Iteration 36Q: 3 clusters Score -2.205379e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -22054216.000000 Penalty: 5954.738770
	Iteration 37Q: 3 clusters Score -2.205422e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -22054580.000000 Penalty: 5954.738770
	Iteration 38Q: 3 clusters Score -2.205458e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -22054848.000000 Penalty: 5954.738770
	Iteration 39Q: 3 clusters Score -2.205485e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152529 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -22055082.000000 Penalty: 5954.738770
	Iteration 40F: 3 clusters Score -2.205508e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -22055338.000000 Penalty: 5954.738770
	Iteration 41Q: 3 clusters Score -2.205534e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -22055462.000000 Penalty: 5954.738770
	Iteration 42Q: 3 clusters Score -2.205546e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -22055606.000000 Penalty: 5954.738770
	Iteration 43Q: 3 clusters Score -2.205561e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -22055748.000000 Penalty: 5954.738770
	Iteration 44Q: 3 clusters Score -2.205575e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -22055852.000000 Penalty: 5954.738770
	Iteration 45Q: 3 clusters Score -2.205585e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -22055942.000000 Penalty: 5954.738770
	Iteration 46Q: 3 clusters Score -2.205594e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -22056010.000000 Penalty: 5954.738770
	Iteration 47Q: 3 clusters Score -2.205601e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22056050.000000 Penalty: 5954.738770
	Iteration 48Q: 3 clusters Score -2.205605e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -22056166.000000 Penalty: 5954.738770
	Iteration 49Q: 3 clusters Score -2.205617e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22056184.000000 Penalty: 5954.738770
	Iteration 50Q: 3 clusters Score -2.205618e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -22056196.000000 Penalty: 5954.738770
	Iteration 51Q: 3 clusters Score -2.20562e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 52Q: 3 clusters Score -2.20562e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -22056240.000000 Penalty: 5954.738770
	Iteration 53Q: 3 clusters Score -2.205624e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -22056228.000000 Penalty: 5954.738770
	Iteration 54Q: 3 clusters Score -2.205623e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -22056208.000000 Penalty: 5954.738770
	Iteration 55Q: 3 clusters Score -2.205621e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -22056226.000000 Penalty: 5954.738770
	Iteration 56Q: 3 clusters Score -2.205623e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -22056184.000000 Penalty: 5954.738770
	Iteration 57Q: 3 clusters Score -2.205618e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -22056200.000000 Penalty: 5954.738770
	Iteration 58Q: 3 clusters Score -2.20562e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22056198.000000 Penalty: 5954.738770
	Iteration 59Q: 3 clusters Score -2.20562e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -22056136.000000 Penalty: 5954.738770
	Iteration 60F: 3 clusters Score -2.205614e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159759 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -22056136.000000 Penalty: 5954.738770
	Iteration 61Q: 3 clusters Score -2.205614e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159828 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -22056144.000000 Penalty: 5954.738770
	Iteration 62Q: 3 clusters Score -2.205614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22056102.000000 Penalty: 5954.738770
	Iteration 63Q: 3 clusters Score -2.20561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -22056094.000000 Penalty: 5954.738770
	Iteration 64Q: 3 clusters Score -2.205609e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -22056128.000000 Penalty: 5954.738770
	Iteration 65Q: 3 clusters Score -2.205613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -22056166.000000 Penalty: 5954.738770
	Iteration 66Q: 3 clusters Score -2.205617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -22056174.000000 Penalty: 5954.738770
	Iteration 67Q: 3 clusters Score -2.205617e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -22056162.000000 Penalty: 5954.738770
	Iteration 68Q: 3 clusters Score -2.205616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -22056176.000000 Penalty: 5954.738770
	Iteration 69Q: 3 clusters Score -2.205618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22056172.000000 Penalty: 5954.738770
	Iteration 70Q: 3 clusters Score -2.205617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -22056186.000000 Penalty: 5954.738770
	Iteration 71Q: 3 clusters Score -2.205619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -22056194.000000 Penalty: 5954.738770
	Iteration 72Q: 3 clusters Score -2.205619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -22056190.000000 Penalty: 5954.738770
	Iteration 73Q: 3 clusters Score -2.205619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160309 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22056200.000000 Penalty: 5954.738770
	Iteration 74Q: 3 clusters Score -2.20562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160343 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -22056222.000000 Penalty: 5954.738770
	Iteration 75Q: 3 clusters Score -2.205622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160372 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 76Q: 3 clusters Score -2.20562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -22056216.000000 Penalty: 5954.738770
	Iteration 77Q: 3 clusters Score -2.205622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -22056210.000000 Penalty: 5954.738770
	Iteration 78Q: 3 clusters Score -2.205621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22056202.000000 Penalty: 5954.738770
	Iteration 79Q: 3 clusters Score -2.20562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -22056188.000000 Penalty: 5954.738770
	Iteration 80F: 3 clusters Score -2.205619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22056212.000000 Penalty: 5954.738770
	Iteration 81Q: 3 clusters Score -2.205621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22056236.000000 Penalty: 5954.738770
	Iteration 82Q: 3 clusters Score -2.205624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -22056234.000000 Penalty: 5954.738770
	Iteration 83Q: 3 clusters Score -2.205623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -22056216.000000 Penalty: 5954.738770
	Iteration 84Q: 3 clusters Score -2.205622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 85Q: 3 clusters Score -2.20562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160518 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -22056214.000000 Penalty: 5954.738770
	Iteration 86Q: 3 clusters Score -2.205621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -22056192.000000 Penalty: 5954.738770
	Iteration 87Q: 3 clusters Score -2.205619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160536 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -22056188.000000 Penalty: 5954.738770
	Iteration 88Q: 3 clusters Score -2.205619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22056192.000000 Penalty: 5954.738770
	Iteration 89Q: 3 clusters Score -2.205619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160559 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22056214.000000 Penalty: 5954.738770
	Iteration 90Q: 3 clusters Score -2.205621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -22056240.000000 Penalty: 5954.738770
	Iteration 91Q: 3 clusters Score -2.205624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -22056228.000000 Penalty: 5954.738770
	Iteration 92Q: 3 clusters Score -2.205623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22056254.000000 Penalty: 5954.738770
	Iteration 93Q: 3 clusters Score -2.205625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160588 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -22056248.000000 Penalty: 5954.738770
	Iteration 94Q: 3 clusters Score -2.205625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160594 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22056220.000000 Penalty: 5954.738770
	Iteration 95Q: 3 clusters Score -2.205622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22056214.000000 Penalty: 5954.738770
	Iteration 96Q: 3 clusters Score -2.205621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -22056226.000000 Penalty: 5954.738770
	Iteration 97Q: 3 clusters Score -2.205623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -22056220.000000 Penalty: 5954.738770
	Iteration 98Q: 3 clusters Score -2.205622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -22056216.000000 Penalty: 5954.738770
	Iteration 99Q: 3 clusters Score -2.205622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 100F: 3 clusters Score -2.20562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 101Q: 3 clusters Score -2.20562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -22056210.000000 Penalty: 5954.738770
	Iteration 102Q: 3 clusters Score -2.205621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160639 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22056202.000000 Penalty: 5954.738770
	Iteration 103Q: 3 clusters Score -2.20562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160642 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22056192.000000 Penalty: 5954.738770
	Iteration 104Q: 3 clusters Score -2.205619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 105Q: 3 clusters Score -2.20562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22056204.000000 Penalty: 5954.738770
	Iteration 106F: 3 clusters Score -2.20562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -899371.250000 Penalty: 2175.222900
	Iteration 0F: 2 clusters Score -899371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -893967.187500 Penalty: 4350.445801
	Iteration 0F: 3 clusters Score -893967.2 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -895396.687500 Penalty: 4350.445801
	Iteration 1F: 3 clusters Score -895396.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -895589.687500 Penalty: 4350.445801
	Iteration 2F: 3 clusters Score -895589.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -895714.375000 Penalty: 4350.445801
	Iteration 3Q: 3 clusters Score -895714.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -895812.562500 Penalty: 4350.445801
	Iteration 4Q: 3 clusters Score -895812.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -895885.750000 Penalty: 4350.445801
	Iteration 5Q: 3 clusters Score -895885.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -895931.250000 Penalty: 4350.445801
	Iteration 6Q: 3 clusters Score -895931.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -895970.500000 Penalty: 4350.445801
	Iteration 7Q: 3 clusters Score -895970.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -896006.125000 Penalty: 4350.445801
	Iteration 8Q: 3 clusters Score -896006.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -896043.500000 Penalty: 4350.445801
	Iteration 9Q: 3 clusters Score -896043.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -896083.500000 Penalty: 4350.445801
	Iteration 10Q: 3 clusters Score -896083.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -896124.750000 Penalty: 4350.445801
	Iteration 11Q: 3 clusters Score -896124.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -896163.375000 Penalty: 4350.445801
	Iteration 12Q: 3 clusters Score -896163.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -896203.125000 Penalty: 4350.445801
	Iteration 13Q: 3 clusters Score -896203.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -896253.937500 Penalty: 4350.445801
	Iteration 14Q: 3 clusters Score -896253.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -896308.875000 Penalty: 4350.445801
	Iteration 15Q: 3 clusters Score -896308.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -896381.312500 Penalty: 4350.445801
	Iteration 16Q: 3 clusters Score -896381.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -896442.000000 Penalty: 4350.445801
	Iteration 17Q: 3 clusters Score -896442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -896507.312500 Penalty: 4350.445801
	Iteration 18Q: 3 clusters Score -896507.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -896576.812500 Penalty: 4350.445801
	Iteration 19Q: 3 clusters Score -896576.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -896673.625000 Penalty: 4350.445801
	Iteration 20F: 3 clusters Score -896673.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -896780.062500 Penalty: 4350.445801
	Iteration 21Q: 3 clusters Score -896780.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -896873.187500 Penalty: 4350.445801
	Iteration 22Q: 3 clusters Score -896873.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -896969.937500 Penalty: 4350.445801
	Iteration 23Q: 3 clusters Score -896969.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -897062.875000 Penalty: 4350.445801
	Iteration 24Q: 3 clusters Score -897062.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -897131.937500 Penalty: 4350.445801
	Iteration 25Q: 3 clusters Score -897131.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -897183.937500 Penalty: 4350.445801
	Iteration 26Q: 3 clusters Score -897183.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -897230.500000 Penalty: 4350.445801
	Iteration 27Q: 3 clusters Score -897230.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -897259.312500 Penalty: 4350.445801
	Iteration 28Q: 3 clusters Score -897259.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -897287.750000 Penalty: 4350.445801
	Iteration 29Q: 3 clusters Score -897287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -897311.937500 Penalty: 4350.445801
	Iteration 30Q: 3 clusters Score -897311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -897335.062500 Penalty: 4350.445801
	Iteration 31Q: 3 clusters Score -897335.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -897354.562500 Penalty: 4350.445801
	Iteration 32Q: 3 clusters Score -897354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -897378.250000 Penalty: 4350.445801
	Iteration 33Q: 3 clusters Score -897378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -897396.187500 Penalty: 4350.445801
	Iteration 34Q: 3 clusters Score -897396.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -897402.250000 Penalty: 4350.445801
	Iteration 35Q: 3 clusters Score -897402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -897408.875000 Penalty: 4350.445801
	Iteration 36Q: 3 clusters Score -897408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -897413.812500 Penalty: 4350.445801
	Iteration 37Q: 3 clusters Score -897413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -897415.937500 Penalty: 4350.445801
	Iteration 38Q: 3 clusters Score -897415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -897420.375000 Penalty: 4350.445801
	Iteration 39Q: 3 clusters Score -897420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -897426.875000 Penalty: 4350.445801
	Iteration 40F: 3 clusters Score -897426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -897429.312500 Penalty: 4350.445801
	Iteration 41Q: 3 clusters Score -897429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -897433.312500 Penalty: 4350.445801
	Iteration 42Q: 3 clusters Score -897433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -897439.062500 Penalty: 4350.445801
	Iteration 43Q: 3 clusters Score -897439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -897446.875000 Penalty: 4350.445801
	Iteration 44Q: 3 clusters Score -897446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -897455.625000 Penalty: 4350.445801
	Iteration 45Q: 3 clusters Score -897455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -897457.000000 Penalty: 4350.445801
	Iteration 46Q: 3 clusters Score -897457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -897457.000000 Penalty: 4350.445801
	Iteration 47F: 3 clusters Score -897457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 149747 members 
Mstep: Class 3 contains 160174 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 158423 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 61935 members 
Mstep: Class 11 contains 166927 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 99737 members 
Mstep: Class 16 contains 181946 members 
Mstep: Class 18 contains 163656 members 
Mstep: Class 19 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180202448.000000 Penalty: 66584.734375
Iteration 39Q: 20 clusters Score -1.802024e+08 nChanged 22546
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 153839 members 
Mstep: Class 3 contains 159324 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 158293 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 61881 members 
Mstep: Class 10 contains 175622 members 
Mstep: Class 11 contains 165259 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 98545 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 181757 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 164311 members 
Mstep: Class 19 contains 6112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180223616.000000 Penalty: 66584.734375
Iteration 40F: 20 clusters Score -1.802236e+08 nChanged 23567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 158079 members 
Mstep: Class 3 contains 158302 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 156576 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61820 members 
Mstep: Class 10 contains 177739 members 
Mstep: Class 11 contains 163689 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 9086 members 
Mstep: Class 14 contains 96550 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 181536 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 164487 members 
Mstep: Class 19 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180240160.000000 Penalty: 66584.734375
Iteration 41Q: 20 clusters Score -1.802402e+08 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 162169 members 
Mstep: Class 3 contains 157339 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 155182 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61752 members 
Mstep: Class 10 contains 179524 members 
Mstep: Class 11 contains 162302 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 8918 members 
Mstep: Class 14 contains 94411 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 181612 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 164520 members 
Mstep: Class 19 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180243888.000000 Penalty: 66584.734375
Iteration 42Q: 20 clusters Score -1.802439e+08 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 165747 members 
Mstep: Class 3 contains 156493 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 154039 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61685 members 
Mstep: Class 10 contains 181222 members 
Mstep: Class 11 contains 160938 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 92337 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 181968 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 164496 members 
Mstep: Class 19 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180248656.000000 Penalty: 66584.734375
Iteration 43Q: 20 clusters Score -1.802487e+08 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 168714 members 
Mstep: Class 3 contains 155867 members 
Mstep: Class 4 contains 3216 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 153198 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61697 members 
Mstep: Class 10 contains 182708 members 
Mstep: Class 11 contains 159814 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 8544 members 
Mstep: Class 14 contains 90146 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 182513 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 164348 members 
Mstep: Class 19 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180251808.000000 Penalty: 66584.734375
Iteration 44Q: 20 clusters Score -1.802518e+08 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 171172 members 
Mstep: Class 3 contains 155415 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 152562 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61718 members 
Mstep: Class 10 contains 184094 members 
Mstep: Class 11 contains 158722 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 88156 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 183165 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 164064 members 
Mstep: Class 19 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180255040.000000 Penalty: 66584.734375
Iteration 45Q: 20 clusters Score -1.80255e+08 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 172877 members 
Mstep: Class 3 contains 155118 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 152219 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61740 members 
Mstep: Class 10 contains 185295 members 
Mstep: Class 11 contains 157770 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 8258 members 
Mstep: Class 14 contains 86522 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 183974 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 163686 members 
Mstep: Class 19 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180256880.000000 Penalty: 66584.734375
Iteration 46Q: 20 clusters Score -1.802569e+08 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 173900 members 
Mstep: Class 3 contains 154951 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 152131 members 
Mstep: Class 7 contains 2917 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61755 members 
Mstep: Class 10 contains 186369 members 
Mstep: Class 11 contains 156966 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 8150 members 
Mstep: Class 14 contains 85093 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 184932 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 163206 members 
Mstep: Class 19 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180257904.000000 Penalty: 66584.734375
Iteration 47Q: 20 clusters Score -1.802579e+08 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 174223 members 
Mstep: Class 3 contains 154772 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 152497 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61791 members 
Mstep: Class 10 contains 187271 members 
Mstep: Class 11 contains 156197 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 8040 members 
Mstep: Class 14 contains 84017 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 185879 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 162810 members 
Mstep: Class 19 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180258416.000000 Penalty: 66584.734375
Iteration 48Q: 20 clusters Score -1.802584e+08 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 174063 members 
Mstep: Class 3 contains 154597 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 152798 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61827 members 
Mstep: Class 10 contains 188244 members 
Mstep: Class 11 contains 155570 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 83108 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 186879 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 162498 members 
Mstep: Class 19 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180259872.000000 Penalty: 66584.734375
Iteration 49Q: 20 clusters Score -1.802599e+08 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 173579 members 
Mstep: Class 3 contains 154325 members 
Mstep: Class 4 contains 3558 members 
Mstep: Class 5 contains 5084 members 
Mstep: Class 6 contains 153190 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61895 members 
Mstep: Class 10 contains 189173 members 
Mstep: Class 11 contains 155007 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 82385 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 187897 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 162254 members 
Mstep: Class 19 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180261136.000000 Penalty: 66584.734375
Iteration 50Q: 20 clusters Score -1.802611e+08 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 172921 members 
Mstep: Class 3 contains 154002 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 153555 members 
Mstep: Class 7 contains 2873 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 61958 members 
Mstep: Class 10 contains 190066 members 
Mstep: Class 11 contains 154597 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 7836 members 
Mstep: Class 14 contains 81798 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 188906 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 161985 members 
Mstep: Class 19 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3504.104004 but Gain 3504.464844
Score: -180261168.000000 Penalty: 63080.269531
Iteration 51Q: 19 clusters Score -1.802612e+08 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 172440 members 
Mstep: Class 3 contains 153624 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 154432 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62051 members 
Mstep: Class 10 contains 191486 members 
Mstep: Class 11 contains 154444 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 82208 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 190060 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 161924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180265088.000000 Penalty: 63080.269531
Iteration 52Q: 19 clusters Score -1.802651e+08 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 171685 members 
Mstep: Class 3 contains 153269 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 154730 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62142 members 
Mstep: Class 10 contains 192098 members 
Mstep: Class 11 contains 153984 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 7720 members 
Mstep: Class 14 contains 82016 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 190933 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 161659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180266224.000000 Penalty: 63080.269531
Iteration 53Q: 19 clusters Score -1.802662e+08 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 170989 members 
Mstep: Class 3 contains 152919 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 155034 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62218 members 
Mstep: Class 10 contains 192710 members 
Mstep: Class 11 contains 153577 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 7697 members 
Mstep: Class 14 contains 81902 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 191670 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 161359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180266368.000000 Penalty: 63080.269531
Iteration 54Q: 19 clusters Score -1.802664e+08 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 170391 members 
Mstep: Class 3 contains 152606 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 5132 members 
Mstep: Class 6 contains 155320 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62290 members 
Mstep: Class 10 contains 193326 members 
Mstep: Class 11 contains 153245 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7688 members 
Mstep: Class 14 contains 81769 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192293 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 161039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180266128.000000 Penalty: 63080.269531
Iteration 55Q: 19 clusters Score -1.802661e+08 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 169948 members 
Mstep: Class 3 contains 152298 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 155605 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62326 members 
Mstep: Class 10 contains 193942 members 
Mstep: Class 11 contains 153000 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 81554 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192813 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 160721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180267008.000000 Penalty: 63080.269531
Iteration 56Q: 19 clusters Score -1.80267e+08 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 169590 members 
Mstep: Class 3 contains 151995 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 155849 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62380 members 
Mstep: Class 10 contains 194562 members 
Mstep: Class 11 contains 152814 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 81276 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 193209 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180267200.000000 Penalty: 63080.269531
Iteration 57Q: 19 clusters Score -1.802672e+08 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 169335 members 
Mstep: Class 3 contains 151698 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 5152 members 
Mstep: Class 6 contains 156088 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62404 members 
Mstep: Class 10 contains 195109 members 
Mstep: Class 11 contains 152704 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 80905 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 193516 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180268352.000000 Penalty: 63080.269531
Iteration 58Q: 19 clusters Score -1.802684e+08 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 169176 members 
Mstep: Class 3 contains 151404 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 156277 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62450 members 
Mstep: Class 10 contains 195678 members 
Mstep: Class 11 contains 152542 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7672 members 
Mstep: Class 14 contains 80470 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 193748 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180268464.000000 Penalty: 63080.269531
Iteration 59Q: 19 clusters Score -1.802685e+08 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 169118 members 
Mstep: Class 3 contains 151095 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 5161 members 
Mstep: Class 6 contains 156351 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62479 members 
Mstep: Class 10 contains 196220 members 
Mstep: Class 11 contains 152381 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7695 members 
Mstep: Class 14 contains 80014 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 193985 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180269136.000000 Penalty: 63080.269531
Iteration 60F: 19 clusters Score -1.802691e+08 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 169129 members 
Mstep: Class 3 contains 150793 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 156376 members 
Mstep: Class 7 contains 2783 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62471 members 
Mstep: Class 10 contains 196706 members 
Mstep: Class 11 contains 152191 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 7747 members 
Mstep: Class 14 contains 79614 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194139 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180270416.000000 Penalty: 63080.269531
Iteration 61Q: 19 clusters Score -1.802704e+08 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 169158 members 
Mstep: Class 3 contains 150533 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 6 contains 156324 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62506 members 
Mstep: Class 10 contains 197262 members 
Mstep: Class 11 contains 152023 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 7826 members 
Mstep: Class 14 contains 79128 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194236 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 160143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180270400.000000 Penalty: 63080.269531
Iteration 62Q: 19 clusters Score -1.802704e+08 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 169266 members 
Mstep: Class 3 contains 150253 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 156256 members 
Mstep: Class 7 contains 2770 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62538 members 
Mstep: Class 10 contains 197823 members 
Mstep: Class 11 contains 151889 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 7920 members 
Mstep: Class 14 contains 78599 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194292 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 160211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180271344.000000 Penalty: 63080.269531
Iteration 63Q: 19 clusters Score -1.802713e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 169427 members 
Mstep: Class 3 contains 149976 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 156038 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62561 members 
Mstep: Class 10 contains 198345 members 
Mstep: Class 11 contains 151838 members 
Mstep: Class 12 contains 4093 members 
Mstep: Class 13 contains 7996 members 
Mstep: Class 14 contains 78060 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194366 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 160307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180271568.000000 Penalty: 63080.269531
Iteration 64Q: 19 clusters Score -1.802716e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 169593 members 
Mstep: Class 3 contains 149734 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 155891 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62567 members 
Mstep: Class 10 contains 198836 members 
Mstep: Class 11 contains 151743 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 77540 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194443 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 160409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180271328.000000 Penalty: 63080.269531
Iteration 65Q: 19 clusters Score -1.802713e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 169766 members 
Mstep: Class 3 contains 149506 members 
Mstep: Class 4 contains 3933 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 155802 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62578 members 
Mstep: Class 10 contains 199264 members 
Mstep: Class 11 contains 151643 members 
Mstep: Class 12 contains 4093 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 77012 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194512 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 160528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180271600.000000 Penalty: 63080.269531
Iteration 66Q: 19 clusters Score -1.802716e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 169931 members 
Mstep: Class 3 contains 149333 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 155759 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62577 members 
Mstep: Class 10 contains 199576 members 
Mstep: Class 11 contains 151542 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 8190 members 
Mstep: Class 14 contains 76427 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194603 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 160695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180272096.000000 Penalty: 63080.269531
Iteration 67Q: 19 clusters Score -1.802721e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 170093 members 
Mstep: Class 3 contains 149170 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 155748 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62626 members 
Mstep: Class 10 contains 199821 members 
Mstep: Class 11 contains 151401 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 75801 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194754 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 160840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180272512.000000 Penalty: 63080.269531
Iteration 68Q: 19 clusters Score -1.802725e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 170290 members 
Mstep: Class 3 contains 149034 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 155696 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62677 members 
Mstep: Class 10 contains 200004 members 
Mstep: Class 11 contains 151254 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 8430 members 
Mstep: Class 14 contains 75166 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 194941 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 161014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180272912.000000 Penalty: 63080.269531
Iteration 69Q: 19 clusters Score -1.802729e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 170410 members 
Mstep: Class 3 contains 148937 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 5280 members 
Mstep: Class 6 contains 155663 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62707 members 
Mstep: Class 10 contains 200216 members 
Mstep: Class 11 contains 151138 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 74524 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195093 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 161199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180273328.000000 Penalty: 63080.269531
Iteration 70Q: 19 clusters Score -1.802733e+08 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 170436 members 
Mstep: Class 3 contains 148875 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 155619 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62775 members 
Mstep: Class 10 contains 200496 members 
Mstep: Class 11 contains 151008 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 73882 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195224 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 161408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180273456.000000 Penalty: 63080.269531
Iteration 71Q: 19 clusters Score -1.802735e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 170483 members 
Mstep: Class 3 contains 148859 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 5313 members 
Mstep: Class 6 contains 155661 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62828 members 
Mstep: Class 10 contains 200784 members 
Mstep: Class 11 contains 150807 members 
Mstep: Class 12 contains 4097 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 73198 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195293 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 161642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180273888.000000 Penalty: 63080.269531
Iteration 72Q: 19 clusters Score -1.802739e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 170508 members 
Mstep: Class 3 contains 148844 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 5346 members 
Mstep: Class 6 contains 155673 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62894 members 
Mstep: Class 10 contains 201066 members 
Mstep: Class 11 contains 150679 members 
Mstep: Class 12 contains 4098 members 
Mstep: Class 13 contains 8994 members 
Mstep: Class 14 contains 72447 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195397 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 161845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180274208.000000 Penalty: 63080.269531
Iteration 73Q: 19 clusters Score -1.802742e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 170575 members 
Mstep: Class 3 contains 148847 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 5378 members 
Mstep: Class 6 contains 155716 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 62952 members 
Mstep: Class 10 contains 201326 members 
Mstep: Class 11 contains 150572 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 71653 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195440 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 162049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180274448.000000 Penalty: 63080.269531
Iteration 74Q: 19 clusters Score -1.802744e+08 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 170609 members 
Mstep: Class 3 contains 148838 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 155816 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 63010 members 
Mstep: Class 10 contains 201583 members 
Mstep: Class 11 contains 150430 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 9356 members 
Mstep: Class 14 contains 70790 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195515 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 162283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180274768.000000 Penalty: 63080.269531
Iteration 75Q: 19 clusters Score -1.802748e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 170680 members 
Mstep: Class 3 contains 148874 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 155967 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 63068 members 
Mstep: Class 10 contains 201797 members 
Mstep: Class 11 contains 150320 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 9534 members 
Mstep: Class 14 contains 69797 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195628 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 162515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180275344.000000 Penalty: 63080.269531
Iteration 76Q: 19 clusters Score -1.802753e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 170725 members 
Mstep: Class 3 contains 148908 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 156174 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 63154 members 
Mstep: Class 10 contains 202029 members 
Mstep: Class 11 contains 150174 members 
Mstep: Class 12 contains 4110 members 
Mstep: Class 13 contains 9720 members 
Mstep: Class 14 contains 68812 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195686 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 162728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180276080.000000 Penalty: 63080.269531
Iteration 77Q: 19 clusters Score -1.802761e+08 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 170790 members 
Mstep: Class 3 contains 148971 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 156314 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 63228 members 
Mstep: Class 10 contains 202245 members 
Mstep: Class 11 contains 150112 members 
Mstep: Class 12 contains 4111 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 67805 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195724 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 162928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180276688.000000 Penalty: 63080.269531
Iteration 78Q: 19 clusters Score -1.802767e+08 nChanged 4385
Entering ConstructFrom: 
Score: -180276688.000000 Penalty: 63080.269531
Entering ConstructFrom: 
Trying to split cluster 1 (23022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Entering Unmasked Estep 
Score: -2925119.750000 Penalty: 2490.962891
	Iteration 0F: 2 clusters Score -2925120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2909211.750000 Penalty: 4981.925781
	Iteration 0F: 3 clusters Score -2909212 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2915272.500000 Penalty: 4981.925781
	Iteration 1F: 3 clusters Score -2915272 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2916488.000000 Penalty: 4981.925781
	Iteration 2F: 3 clusters Score -2916488 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2917645.000000 Penalty: 4981.925781
	Iteration 3F: 3 clusters Score -2917645 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2918984.750000 Penalty: 4981.925781
	Iteration 4F: 3 clusters Score -2918985 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2920629.000000 Penalty: 4981.925781
	Iteration 5F: 3 clusters Score -2920629 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2922257.500000 Penalty: 4981.925781
	Iteration 6F: 3 clusters Score -2922258 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2923505.750000 Penalty: 4981.925781
	Iteration 7F: 3 clusters Score -2923506 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2924371.000000 Penalty: 4981.925781
	Iteration 8Q: 3 clusters Score -2924371 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2924973.250000 Penalty: 4981.925781
	Iteration 9Q: 3 clusters Score -2924973 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2925369.500000 Penalty: 4981.925781
	Iteration 10Q: 3 clusters Score -2925370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2925621.250000 Penalty: 4981.925781
	Iteration 11Q: 3 clusters Score -2925621 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2925791.500000 Penalty: 4981.925781
	Iteration 12Q: 3 clusters Score -2925792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2925920.750000 Penalty: 4981.925781
	Iteration 13Q: 3 clusters Score -2925921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2925957.000000 Penalty: 4981.925781
	Iteration 14Q: 3 clusters Score -2925957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2925975.000000 Penalty: 4981.925781
	Iteration 15Q: 3 clusters Score -2925975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2925983.250000 Penalty: 4981.925781
	Iteration 16Q: 3 clusters Score -2925983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2925995.500000 Penalty: 4981.925781
	Iteration 17Q: 3 clusters Score -2925996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2925997.250000 Penalty: 4981.925781
	Iteration 18Q: 3 clusters Score -2925997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2925999.500000 Penalty: 4981.925781
	Iteration 19Q: 3 clusters Score -2926000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2926003.500000 Penalty: 4981.925781
	Iteration 20F: 3 clusters Score -2926004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2926004.000000 Penalty: 4981.925781
	Iteration 21Q: 3 clusters Score -2926004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2926004.000000 Penalty: 4981.925781
	Iteration 22F: 3 clusters Score -2926004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170874 members 
Mstep: Class 3 contains 149067 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 156436 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 63301 members 
Mstep: Class 10 contains 202443 members 
Mstep: Class 11 contains 150033 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 66837 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195741 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 163117 members 
Mstep: Class 19 contains 22095 members 
Entering Unmasked Estep 
Score: -180277072.000000 Penalty: 66584.734375
Splitting cluster 1 changes total score from -180276688.000000 to -180277072.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (170874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Entering Unmasked Estep 
Score: -23022564.000000 Penalty: 2988.072998
	Iteration 0F: 2 clusters Score -2.302256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -22913492.000000 Penalty: 5976.145996
	Iteration 0F: 3 clusters Score -2.291349e+07 nChanged 81766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -22962036.000000 Penalty: 5976.145996
	Iteration 1F: 3 clusters Score -2.296204e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -22963650.000000 Penalty: 5976.145996
	Iteration 2Q: 3 clusters Score -2.296365e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -22966190.000000 Penalty: 5976.145996
	Iteration 3Q: 3 clusters Score -2.296619e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -22970668.000000 Penalty: 5976.145996
	Iteration 4Q: 3 clusters Score -2.297067e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -22978150.000000 Penalty: 5976.145996
	Iteration 5F: 3 clusters Score -2.297815e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -22989236.000000 Penalty: 5976.145996
	Iteration 6F: 3 clusters Score -2.298924e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -23000606.000000 Penalty: 5976.145996
	Iteration 7F: 3 clusters Score -2.300061e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151547 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -23009290.000000 Penalty: 5976.145996
	Iteration 8F: 3 clusters Score -2.300929e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -23014460.000000 Penalty: 5976.145996
	Iteration 9Q: 3 clusters Score -2.301446e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -23017158.000000 Penalty: 5976.145996
	Iteration 10Q: 3 clusters Score -2.301716e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -23018668.000000 Penalty: 5976.145996
	Iteration 11Q: 3 clusters Score -2.301867e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -23019358.000000 Penalty: 5976.145996
	Iteration 12Q: 3 clusters Score -2.301936e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -23019780.000000 Penalty: 5976.145996
	Iteration 13Q: 3 clusters Score -2.301978e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168580 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23020068.000000 Penalty: 5976.145996
	Iteration 14Q: 3 clusters Score -2.302007e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23020136.000000 Penalty: 5976.145996
	Iteration 15Q: 3 clusters Score -2.302014e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23020282.000000 Penalty: 5976.145996
	Iteration 16Q: 3 clusters Score -2.302028e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23020334.000000 Penalty: 5976.145996
	Iteration 17Q: 3 clusters Score -2.302033e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -23020382.000000 Penalty: 5976.145996
	Iteration 18Q: 3 clusters Score -2.302038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23020384.000000 Penalty: 5976.145996
	Iteration 19Q: 3 clusters Score -2.302038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23020358.000000 Penalty: 5976.145996
	Iteration 20F: 3 clusters Score -2.302036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -23020356.000000 Penalty: 5976.145996
	Iteration 21Q: 3 clusters Score -2.302036e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23020398.000000 Penalty: 5976.145996
	Iteration 22Q: 3 clusters Score -2.30204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23020428.000000 Penalty: 5976.145996
	Iteration 23Q: 3 clusters Score -2.302043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23020440.000000 Penalty: 5976.145996
	Iteration 24Q: 3 clusters Score -2.302044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23020458.000000 Penalty: 5976.145996
	Iteration 25Q: 3 clusters Score -2.302046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23020476.000000 Penalty: 5976.145996
	Iteration 26Q: 3 clusters Score -2.302048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23020484.000000 Penalty: 5976.145996
	Iteration 27Q: 3 clusters Score -2.302048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23020506.000000 Penalty: 5976.145996
	Iteration 28Q: 3 clusters Score -2.302051e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -23020528.000000 Penalty: 5976.145996
	Iteration 29Q: 3 clusters Score -2.302053e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169728 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23020562.000000 Penalty: 5976.145996
	Iteration 30Q: 3 clusters Score -2.302056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23020580.000000 Penalty: 5976.145996
	Iteration 31Q: 3 clusters Score -2.302058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23020542.000000 Penalty: 5976.145996
	Iteration 32Q: 3 clusters Score -2.302054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23020544.000000 Penalty: 5976.145996
	Iteration 33Q: 3 clusters Score -2.302054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169754 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -23020542.000000 Penalty: 5976.145996
	Iteration 34Q: 3 clusters Score -2.302054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23020544.000000 Penalty: 5976.145996
	Iteration 35Q: 3 clusters Score -2.302054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23020536.000000 Penalty: 5976.145996
	Iteration 36Q: 3 clusters Score -2.302054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23020526.000000 Penalty: 5976.145996
	Iteration 37Q: 3 clusters Score -2.302053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020532.000000 Penalty: 5976.145996
	Iteration 38Q: 3 clusters Score -2.302053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020532.000000 Penalty: 5976.145996
	Iteration 39Q: 3 clusters Score -2.302053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020548.000000 Penalty: 5976.145996
	Iteration 40F: 3 clusters Score -2.302055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -23020558.000000 Penalty: 5976.145996
	Iteration 41Q: 3 clusters Score -2.302056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020556.000000 Penalty: 5976.145996
	Iteration 42Q: 3 clusters Score -2.302056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23020564.000000 Penalty: 5976.145996
	Iteration 43Q: 3 clusters Score -2.302056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23020560.000000 Penalty: 5976.145996
	Iteration 44Q: 3 clusters Score -2.302056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23020560.000000 Penalty: 5976.145996
	Iteration 45Q: 3 clusters Score -2.302056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020558.000000 Penalty: 5976.145996
	Iteration 46Q: 3 clusters Score -2.302056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23020558.000000 Penalty: 5976.145996
	Iteration 47F: 3 clusters Score -2.302056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (149067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149067 members 
Entering Unmasked Estep 
Score: -19951906.000000 Penalty: 2954.213623
	Iteration 0F: 2 clusters Score -1.995191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -19853778.000000 Penalty: 5908.427246
	Iteration 0F: 3 clusters Score -1.985378e+07 nChanged 71353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -19895256.000000 Penalty: 5908.427246
	Iteration 1F: 3 clusters Score -1.989526e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -19897002.000000 Penalty: 5908.427246
	Iteration 2Q: 3 clusters Score -1.9897e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -19900222.000000 Penalty: 5908.427246
	Iteration 3Q: 3 clusters Score -1.990022e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -19905684.000000 Penalty: 5908.427246
	Iteration 4F: 3 clusters Score -1.990568e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -19914170.000000 Penalty: 5908.427246
	Iteration 5F: 3 clusters Score -1.991417e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -19925318.000000 Penalty: 5908.427246
	Iteration 6F: 3 clusters Score -1.992532e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -19936460.000000 Penalty: 5908.427246
	Iteration 7F: 3 clusters Score -1.993646e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -19944062.000000 Penalty: 5908.427246
	Iteration 8Q: 3 clusters Score -1.994406e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -19946972.000000 Penalty: 5908.427246
	Iteration 9Q: 3 clusters Score -1.994697e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -19947944.000000 Penalty: 5908.427246
	Iteration 10Q: 3 clusters Score -1.994794e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -19948450.000000 Penalty: 5908.427246
	Iteration 11Q: 3 clusters Score -1.994845e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -19948842.000000 Penalty: 5908.427246
	Iteration 12Q: 3 clusters Score -1.994884e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -19949124.000000 Penalty: 5908.427246
	Iteration 13Q: 3 clusters Score -1.994912e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -19949292.000000 Penalty: 5908.427246
	Iteration 14Q: 3 clusters Score -1.994929e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 137513 members 
Entering Unmasked Estep 
Score: -19949416.000000 Penalty: 5908.427246
	Iteration 15Q: 3 clusters Score -1.994942e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -19949588.000000 Penalty: 5908.427246
	Iteration 16Q: 3 clusters Score -1.994959e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 138927 members 
Entering Unmasked Estep 
Score: -19949738.000000 Penalty: 5908.427246
	Iteration 17Q: 3 clusters Score -1.994974e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 139583 members 
Entering Unmasked Estep 
Score: -19949858.000000 Penalty: 5908.427246
	Iteration 18Q: 3 clusters Score -1.994986e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -19949962.000000 Penalty: 5908.427246
	Iteration 19Q: 3 clusters Score -1.994996e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -19950030.000000 Penalty: 5908.427246
	Iteration 20F: 3 clusters Score -1.995003e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -19950118.000000 Penalty: 5908.427246
	Iteration 21Q: 3 clusters Score -1.995012e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 141909 members 
Entering Unmasked Estep 
Score: -19950170.000000 Penalty: 5908.427246
	Iteration 22Q: 3 clusters Score -1.995017e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 142388 members 
Entering Unmasked Estep 
Score: -19950206.000000 Penalty: 5908.427246
	Iteration 23Q: 3 clusters Score -1.995021e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -19950294.000000 Penalty: 5908.427246
	Iteration 24Q: 3 clusters Score -1.995029e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 143253 members 
Entering Unmasked Estep 
Score: -19950280.000000 Penalty: 5908.427246
	Iteration 25Q: 3 clusters Score -1.995028e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -19950286.000000 Penalty: 5908.427246
	Iteration 26Q: 3 clusters Score -1.995029e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -19950252.000000 Penalty: 5908.427246
	Iteration 27Q: 3 clusters Score -1.995025e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -19950256.000000 Penalty: 5908.427246
	Iteration 28Q: 3 clusters Score -1.995026e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -19950258.000000 Penalty: 5908.427246
	Iteration 29Q: 3 clusters Score -1.995026e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -19950264.000000 Penalty: 5908.427246
	Iteration 30Q: 3 clusters Score -1.995026e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -19950274.000000 Penalty: 5908.427246
	Iteration 31Q: 3 clusters Score -1.995027e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -19950292.000000 Penalty: 5908.427246
	Iteration 32Q: 3 clusters Score -1.995029e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 145067 members 
Entering Unmasked Estep 
Score: -19950266.000000 Penalty: 5908.427246
	Iteration 33Q: 3 clusters Score -1.995027e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 145166 members 
Entering Unmasked Estep 
Score: -19950240.000000 Penalty: 5908.427246
	Iteration 34Q: 3 clusters Score -1.995024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 145255 members 
Entering Unmasked Estep 
Score: -19950262.000000 Penalty: 5908.427246
	Iteration 35Q: 3 clusters Score -1.995026e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -19950274.000000 Penalty: 5908.427246
	Iteration 36Q: 3 clusters Score -1.995027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -19950286.000000 Penalty: 5908.427246
	Iteration 37Q: 3 clusters Score -1.995029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -19950266.000000 Penalty: 5908.427246
	Iteration 38Q: 3 clusters Score -1.995027e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 145527 members 
Entering Unmasked Estep 
Score: -19950266.000000 Penalty: 5908.427246
	Iteration 39Q: 3 clusters Score -1.995027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 145584 members 
Entering Unmasked Estep 
Score: -19950256.000000 Penalty: 5908.427246
	Iteration 40F: 3 clusters Score -1.995026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -19950224.000000 Penalty: 5908.427246
	Iteration 41Q: 3 clusters Score -1.995022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -19950260.000000 Penalty: 5908.427246
	Iteration 42Q: 3 clusters Score -1.995026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 145745 members 
Entering Unmasked Estep 
Score: -19950194.000000 Penalty: 5908.427246
	Iteration 43Q: 3 clusters Score -1.995019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -19950224.000000 Penalty: 5908.427246
	Iteration 44Q: 3 clusters Score -1.995022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -19950230.000000 Penalty: 5908.427246
	Iteration 45Q: 3 clusters Score -1.995023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -19950226.000000 Penalty: 5908.427246
	Iteration 46Q: 3 clusters Score -1.995023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -19950236.000000 Penalty: 5908.427246
	Iteration 47Q: 3 clusters Score -1.995024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -19950224.000000 Penalty: 5908.427246
	Iteration 48Q: 3 clusters Score -1.995022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -19950214.000000 Penalty: 5908.427246
	Iteration 49Q: 3 clusters Score -1.995021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 146063 members 
Entering Unmasked Estep 
Score: -19950208.000000 Penalty: 5908.427246
	Iteration 50Q: 3 clusters Score -1.995021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -19950234.000000 Penalty: 5908.427246
	Iteration 51Q: 3 clusters Score -1.995023e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -19950218.000000 Penalty: 5908.427246
	Iteration 52Q: 3 clusters Score -1.995022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 146176 members 
Entering Unmasked Estep 
Score: -19950214.000000 Penalty: 5908.427246
	Iteration 53Q: 3 clusters Score -1.995021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -19950202.000000 Penalty: 5908.427246
	Iteration 54Q: 3 clusters Score -1.99502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 146220 members 
Entering Unmasked Estep 
Score: -19950174.000000 Penalty: 5908.427246
	Iteration 55Q: 3 clusters Score -1.995017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -19950178.000000 Penalty: 5908.427246
	Iteration 56Q: 3 clusters Score -1.995018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -19950182.000000 Penalty: 5908.427246
	Iteration 57Q: 3 clusters Score -1.995018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -19950168.000000 Penalty: 5908.427246
	Iteration 58Q: 3 clusters Score -1.995017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -19950182.000000 Penalty: 5908.427246
	Iteration 59Q: 3 clusters Score -1.995018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 146317 members 
Entering Unmasked Estep 
Score: -19950168.000000 Penalty: 5908.427246
	Iteration 60F: 3 clusters Score -1.995017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -19950166.000000 Penalty: 5908.427246
	Iteration 61Q: 3 clusters Score -1.995017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -19950170.000000 Penalty: 5908.427246
	Iteration 62Q: 3 clusters Score -1.995017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -19950166.000000 Penalty: 5908.427246
	Iteration 63Q: 3 clusters Score -1.995017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -19950188.000000 Penalty: 5908.427246
	Iteration 64Q: 3 clusters Score -1.995019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -19950184.000000 Penalty: 5908.427246
	Iteration 65Q: 3 clusters Score -1.995018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -19950168.000000 Penalty: 5908.427246
	Iteration 66Q: 3 clusters Score -1.995017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 146478 members 
Entering Unmasked Estep 
Score: -19950158.000000 Penalty: 5908.427246
	Iteration 67Q: 3 clusters Score -1.995016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -19950150.000000 Penalty: 5908.427246
	Iteration 68Q: 3 clusters Score -1.995015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -19950140.000000 Penalty: 5908.427246
	Iteration 69Q: 3 clusters Score -1.995014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -19950134.000000 Penalty: 5908.427246
	Iteration 70Q: 3 clusters Score -1.995013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -19950140.000000 Penalty: 5908.427246
	Iteration 71Q: 3 clusters Score -1.995014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -19950136.000000 Penalty: 5908.427246
	Iteration 72Q: 3 clusters Score -1.995014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -19950140.000000 Penalty: 5908.427246
	Iteration 73Q: 3 clusters Score -1.995014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -19950130.000000 Penalty: 5908.427246
	Iteration 74Q: 3 clusters Score -1.995013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -19950140.000000 Penalty: 5908.427246
	Iteration 75Q: 3 clusters Score -1.995014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -19950154.000000 Penalty: 5908.427246
	Iteration 76Q: 3 clusters Score -1.995015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 146698 members 
Entering Unmasked Estep 
Score: -19950150.000000 Penalty: 5908.427246
	Iteration 77Q: 3 clusters Score -1.995015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 146723 members 
Entering Unmasked Estep 
Score: -19950146.000000 Penalty: 5908.427246
	Iteration 78Q: 3 clusters Score -1.995015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 146741 members 
Entering Unmasked Estep 
Score: -19950172.000000 Penalty: 5908.427246
	Iteration 79Q: 3 clusters Score -1.995017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -19950174.000000 Penalty: 5908.427246
	Iteration 80F: 3 clusters Score -1.995017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -19950182.000000 Penalty: 5908.427246
	Iteration 81Q: 3 clusters Score -1.995018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -19950166.000000 Penalty: 5908.427246
	Iteration 82Q: 3 clusters Score -1.995017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -19950158.000000 Penalty: 5908.427246
	Iteration 83Q: 3 clusters Score -1.995016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -19950160.000000 Penalty: 5908.427246
	Iteration 84Q: 3 clusters Score -1.995016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -19950146.000000 Penalty: 5908.427246
	Iteration 85Q: 3 clusters Score -1.995015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -19950146.000000 Penalty: 5908.427246
	Iteration 86Q: 3 clusters Score -1.995015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 146865 members 
Entering Unmasked Estep 
Score: -19950152.000000 Penalty: 5908.427246
	Iteration 87Q: 3 clusters Score -1.995015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 146877 members 
Entering Unmasked Estep 
Score: -19950164.000000 Penalty: 5908.427246
	Iteration 88Q: 3 clusters Score -1.995016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -19950172.000000 Penalty: 5908.427246
	Iteration 89Q: 3 clusters Score -1.995017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 146902 members 
Entering Unmasked Estep 
Score: -19950170.000000 Penalty: 5908.427246
	Iteration 90Q: 3 clusters Score -1.995017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -19950180.000000 Penalty: 5908.427246
	Iteration 91Q: 3 clusters Score -1.995018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 146919 members 
Entering Unmasked Estep 
Score: -19950168.000000 Penalty: 5908.427246
	Iteration 92Q: 3 clusters Score -1.995017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -19950182.000000 Penalty: 5908.427246
	Iteration 93Q: 3 clusters Score -1.995018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -19950174.000000 Penalty: 5908.427246
	Iteration 94Q: 3 clusters Score -1.995017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -19950174.000000 Penalty: 5908.427246
	Iteration 95F: 3 clusters Score -1.995017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -501666.375000 Penalty: 2056.924316
	Iteration 0F: 2 clusters Score -501666.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -497770.656250 Penalty: 4113.848633
	Iteration 0F: 3 clusters Score -497770.7 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -498652.750000 Penalty: 4113.848633
	Iteration 1F: 3 clusters Score -498652.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -498842.781250 Penalty: 4113.848633
	Iteration 2F: 3 clusters Score -498842.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -498956.187500 Penalty: 4113.848633
	Iteration 3Q: 3 clusters Score -498956.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -499045.031250 Penalty: 4113.848633
	Iteration 4Q: 3 clusters Score -499045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -499121.000000 Penalty: 4113.848633
	Iteration 5Q: 3 clusters Score -499121 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -499171.906250 Penalty: 4113.848633
	Iteration 6Q: 3 clusters Score -499171.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -499202.062500 Penalty: 4113.848633
	Iteration 7Q: 3 clusters Score -499202.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -499233.812500 Penalty: 4113.848633
	Iteration 8Q: 3 clusters Score -499233.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -499249.906250 Penalty: 4113.848633
	Iteration 9Q: 3 clusters Score -499249.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -499263.031250 Penalty: 4113.848633
	Iteration 10Q: 3 clusters Score -499263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -499273.187500 Penalty: 4113.848633
	Iteration 11Q: 3 clusters Score -499273.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -499283.031250 Penalty: 4113.848633
	Iteration 12Q: 3 clusters Score -499283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -499291.562500 Penalty: 4113.848633
	Iteration 13Q: 3 clusters Score -499291.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -499305.875000 Penalty: 4113.848633
	Iteration 14Q: 3 clusters Score -499305.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -499313.906250 Penalty: 4113.848633
	Iteration 15Q: 3 clusters Score -499313.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -499320.625000 Penalty: 4113.848633
	Iteration 16Q: 3 clusters Score -499320.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -499325.093750 Penalty: 4113.848633
	Iteration 17Q: 3 clusters Score -499325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -499330.437500 Penalty: 4113.848633
	Iteration 18Q: 3 clusters Score -499330.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -499333.343750 Penalty: 4113.848633
	Iteration 19Q: 3 clusters Score -499333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -499334.375000 Penalty: 4113.848633
	Iteration 20F: 3 clusters Score -499334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -499338.375000 Penalty: 4113.848633
	Iteration 21Q: 3 clusters Score -499338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -499340.312500 Penalty: 4113.848633
	Iteration 22Q: 3 clusters Score -499340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -499342.406250 Penalty: 4113.848633
	Iteration 23Q: 3 clusters Score -499342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -499345.906250 Penalty: 4113.848633
	Iteration 24Q: 3 clusters Score -499345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -499346.531250 Penalty: 4113.848633
	Iteration 25Q: 3 clusters Score -499346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -499348.375000 Penalty: 4113.848633
	Iteration 26Q: 3 clusters Score -499348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -499351.093750 Penalty: 4113.848633
	Iteration 27Q: 3 clusters Score -499351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -499354.093750 Penalty: 4113.848633
	Iteration 28Q: 3 clusters Score -499354.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -499358.687500 Penalty: 4113.848633
	Iteration 29Q: 3 clusters Score -499358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -499362.562500 Penalty: 4113.848633
	Iteration 30Q: 3 clusters Score -499362.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -499368.000000 Penalty: 4113.848633
	Iteration 31Q: 3 clusters Score -499368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -499371.125000 Penalty: 4113.848633
	Iteration 32Q: 3 clusters Score -499371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -499374.250000 Penalty: 4113.848633
	Iteration 33Q: 3 clusters Score -499374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -499376.500000 Penalty: 4113.848633
	Iteration 34Q: 3 clusters Score -499376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -499376.718750 Penalty: 4113.848633
	Iteration 35Q: 3 clusters Score -499376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -499377.312500 Penalty: 4113.848633
	Iteration 36Q: 3 clusters Score -499377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -499381.156250 Penalty: 4113.848633
	Iteration 37Q: 3 clusters Score -499381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -499382.500000 Penalty: 4113.848633
	Iteration 38Q: 3 clusters Score -499382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499384.406250 Penalty: 4113.848633
	Iteration 39Q: 3 clusters Score -499384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499384.875000 Penalty: 4113.848633
	Iteration 40F: 3 clusters Score -499384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499385.781250 Penalty: 4113.848633
	Iteration 41Q: 3 clusters Score -499385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499386.718750 Penalty: 4113.848633
	Iteration 42Q: 3 clusters Score -499386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -499388.281250 Penalty: 4113.848633
	Iteration 43Q: 3 clusters Score -499388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -499389.593750 Penalty: 4113.848633
	Iteration 44Q: 3 clusters Score -499389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499388.968750 Penalty: 4113.848633
	Iteration 45Q: 3 clusters Score -499389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499388.968750 Penalty: 4113.848633
	Iteration 46F: 3 clusters Score -499389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -736711.625000 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -736711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -731787.187500 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -731787.2 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -733005.937500 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -733005.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -733213.000000 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -733213 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -733340.062500 Penalty: 4274.948242
	Iteration 3Q: 3 clusters Score -733340.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -733419.250000 Penalty: 4274.948242
	Iteration 4Q: 3 clusters Score -733419.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -733478.375000 Penalty: 4274.948242
	Iteration 5Q: 3 clusters Score -733478.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -733528.250000 Penalty: 4274.948242
	Iteration 6Q: 3 clusters Score -733528.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -733567.937500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -733567.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -733604.125000 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -733604.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -733628.812500 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -733628.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -733649.937500 Penalty: 4274.948242
	Iteration 10Q: 3 clusters Score -733649.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -733667.500000 Penalty: 4274.948242
	Iteration 11Q: 3 clusters Score -733667.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -733683.187500 Penalty: 4274.948242
	Iteration 12Q: 3 clusters Score -733683.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -733700.750000 Penalty: 4274.948242
	Iteration 13Q: 3 clusters Score -733700.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -733711.750000 Penalty: 4274.948242
	Iteration 14Q: 3 clusters Score -733711.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -733721.250000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -733721.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -733731.437500 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -733731.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -733742.187500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -733742.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -733753.375000 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -733753.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -733765.750000 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -733765.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -733774.875000 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -733774.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -733789.562500 Penalty: 4274.948242
	Iteration 21Q: 3 clusters Score -733789.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -733803.750000 Penalty: 4274.948242
	Iteration 22Q: 3 clusters Score -733803.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -733825.125000 Penalty: 4274.948242
	Iteration 23Q: 3 clusters Score -733825.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -733842.687500 Penalty: 4274.948242
	Iteration 24Q: 3 clusters Score -733842.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -733862.812500 Penalty: 4274.948242
	Iteration 25Q: 3 clusters Score -733862.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -733884.625000 Penalty: 4274.948242
	Iteration 26Q: 3 clusters Score -733884.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -733911.437500 Penalty: 4274.948242
	Iteration 27Q: 3 clusters Score -733911.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -733942.562500 Penalty: 4274.948242
	Iteration 28Q: 3 clusters Score -733942.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -733972.875000 Penalty: 4274.948242
	Iteration 29Q: 3 clusters Score -733972.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -734004.812500 Penalty: 4274.948242
	Iteration 30Q: 3 clusters Score -734004.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -734048.687500 Penalty: 4274.948242
	Iteration 31Q: 3 clusters Score -734048.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -734091.625000 Penalty: 4274.948242
	Iteration 32Q: 3 clusters Score -734091.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -734127.000000 Penalty: 4274.948242
	Iteration 33Q: 3 clusters Score -734127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -734164.125000 Penalty: 4274.948242
	Iteration 34Q: 3 clusters Score -734164.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -734196.812500 Penalty: 4274.948242
	Iteration 35Q: 3 clusters Score -734196.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -734235.812500 Penalty: 4274.948242
	Iteration 36Q: 3 clusters Score -734235.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -734286.625000 Penalty: 4274.948242
	Iteration 37Q: 3 clusters Score -734286.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -734329.937500 Penalty: 4274.948242
	Iteration 38Q: 3 clusters Score -734329.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -734387.375000 Penalty: 4274.948242
	Iteration 39Q: 3 clusters Score -734387.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -734440.312500 Penalty: 4274.948242
	Iteration 40F: 3 clusters Score -734440.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -734485.937500 Penalty: 4274.948242
	Iteration 41Q: 3 clusters Score -734485.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -734520.937500 Penalty: 4274.948242
	Iteration 42Q: 3 clusters Score -734520.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -734554.312500 Penalty: 4274.948242
	Iteration 43Q: 3 clusters Score -734554.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -734588.937500 Penalty: 4274.948242
	Iteration 44Q: 3 clusters Score -734588.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -734623.187500 Penalty: 4274.948242
	Iteration 45Q: 3 clusters Score -734623.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -734644.812500 Penalty: 4274.948242
	Iteration 46Q: 3 clusters Score -734644.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -734673.812500 Penalty: 4274.948242
	Iteration 47Q: 3 clusters Score -734673.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -734705.062500 Penalty: 4274.948242
	Iteration 48Q: 3 clusters Score -734705.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -734727.312500 Penalty: 4274.948242
	Iteration 49Q: 3 clusters Score -734727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -734740.312500 Penalty: 4274.948242
	Iteration 50Q: 3 clusters Score -734740.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -734758.562500 Penalty: 4274.948242
	Iteration 51Q: 3 clusters Score -734758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -734777.937500 Penalty: 4274.948242
	Iteration 52Q: 3 clusters Score -734777.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -734795.375000 Penalty: 4274.948242
	Iteration 53Q: 3 clusters Score -734795.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -734807.437500 Penalty: 4274.948242
	Iteration 54Q: 3 clusters Score -734807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -734814.125000 Penalty: 4274.948242
	Iteration 55Q: 3 clusters Score -734814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -734819.500000 Penalty: 4274.948242
	Iteration 56Q: 3 clusters Score -734819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -734827.125000 Penalty: 4274.948242
	Iteration 57Q: 3 clusters Score -734827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -734829.687500 Penalty: 4274.948242
	Iteration 58Q: 3 clusters Score -734829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -734835.437500 Penalty: 4274.948242
	Iteration 59Q: 3 clusters Score -734835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -734836.875000 Penalty: 4274.948242
	Iteration 60F: 3 clusters Score -734836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -734839.000000 Penalty: 4274.948242
	Iteration 61Q: 3 clusters Score -734839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -734840.625000 Penalty: 4274.948242
	Iteration 62Q: 3 clusters Score -734840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -734841.562500 Penalty: 4274.948242
	Iteration 63Q: 3 clusters Score -734841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -734842.062500 Penalty: 4274.948242
	Iteration 64Q: 3 clusters Score -734842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -734843.750000 Penalty: 4274.948242
	Iteration 65Q: 3 clusters Score -734843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -734843.687500 Penalty: 4274.948242
	Iteration 66Q: 3 clusters Score -734843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -734844.562500 Penalty: 4274.948242
	Iteration 67Q: 3 clusters Score -734844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -734844.562500 Penalty: 4274.948242
	Iteration 68F: 3 clusters Score -734844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (156436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Entering Unmasked Estep 
Score: -21112762.000000 Penalty: 2966.179932
	Iteration 0F: 2 clusters Score -2.111276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -21010462.000000 Penalty: 5932.359863
	Iteration 0F: 3 clusters Score -2.101046e+07 nChanged 74430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -21052890.000000 Penalty: 5932.359863
	Iteration 1F: 3 clusters Score -2.105289e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -21054290.000000 Penalty: 5932.359863
	Iteration 2Q: 3 clusters Score -2.105429e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -21055962.000000 Penalty: 5932.359863
	Iteration 3Q: 3 clusters Score -2.105596e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -21058132.000000 Penalty: 5932.359863
	Iteration 4Q: 3 clusters Score -2.105813e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -21061502.000000 Penalty: 5932.359863
	Iteration 5Q: 3 clusters Score -2.10615e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -21066662.000000 Penalty: 5932.359863
	Iteration 6F: 3 clusters Score -2.106666e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -21073544.000000 Penalty: 5932.359863
	Iteration 7F: 3 clusters Score -2.107354e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114374 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -21081926.000000 Penalty: 5932.359863
	Iteration 8F: 3 clusters Score -2.108193e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -21089572.000000 Penalty: 5932.359863
	Iteration 9F: 3 clusters Score -2.108957e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -21095258.000000 Penalty: 5932.359863
	Iteration 10Q: 3 clusters Score -2.109526e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -21098660.000000 Penalty: 5932.359863
	Iteration 11Q: 3 clusters Score -2.109866e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -21100622.000000 Penalty: 5932.359863
	Iteration 12Q: 3 clusters Score -2.110062e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -21102278.000000 Penalty: 5932.359863
	Iteration 13Q: 3 clusters Score -2.110228e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -21103716.000000 Penalty: 5932.359863
	Iteration 14Q: 3 clusters Score -2.110372e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -21105032.000000 Penalty: 5932.359863
	Iteration 15Q: 3 clusters Score -2.110503e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -21106390.000000 Penalty: 5932.359863
	Iteration 16Q: 3 clusters Score -2.110639e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -21107496.000000 Penalty: 5932.359863
	Iteration 17Q: 3 clusters Score -2.11075e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -21108204.000000 Penalty: 5932.359863
	Iteration 18Q: 3 clusters Score -2.11082e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -21108764.000000 Penalty: 5932.359863
	Iteration 19Q: 3 clusters Score -2.110876e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -21109274.000000 Penalty: 5932.359863
	Iteration 20F: 3 clusters Score -2.110927e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -21109646.000000 Penalty: 5932.359863
	Iteration 21Q: 3 clusters Score -2.110965e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21109880.000000 Penalty: 5932.359863
	Iteration 22Q: 3 clusters Score -2.110988e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21110074.000000 Penalty: 5932.359863
	Iteration 23Q: 3 clusters Score -2.111007e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21110162.000000 Penalty: 5932.359863
	Iteration 24Q: 3 clusters Score -2.111016e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154807 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21110210.000000 Penalty: 5932.359863
	Iteration 25Q: 3 clusters Score -2.111021e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21110276.000000 Penalty: 5932.359863
	Iteration 26Q: 3 clusters Score -2.111028e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21110330.000000 Penalty: 5932.359863
	Iteration 27Q: 3 clusters Score -2.111033e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21110360.000000 Penalty: 5932.359863
	Iteration 28Q: 3 clusters Score -2.111036e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21110342.000000 Penalty: 5932.359863
	Iteration 29Q: 3 clusters Score -2.111034e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155342 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21110320.000000 Penalty: 5932.359863
	Iteration 30Q: 3 clusters Score -2.111032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21110318.000000 Penalty: 5932.359863
	Iteration 31Q: 3 clusters Score -2.111032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21110336.000000 Penalty: 5932.359863
	Iteration 32Q: 3 clusters Score -2.111034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21110342.000000 Penalty: 5932.359863
	Iteration 33Q: 3 clusters Score -2.111034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21110332.000000 Penalty: 5932.359863
	Iteration 34Q: 3 clusters Score -2.111033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21110366.000000 Penalty: 5932.359863
	Iteration 35Q: 3 clusters Score -2.111037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21110376.000000 Penalty: 5932.359863
	Iteration 36Q: 3 clusters Score -2.111038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21110374.000000 Penalty: 5932.359863
	Iteration 37Q: 3 clusters Score -2.111037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21110372.000000 Penalty: 5932.359863
	Iteration 38Q: 3 clusters Score -2.111037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21110362.000000 Penalty: 5932.359863
	Iteration 39Q: 3 clusters Score -2.111036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21110346.000000 Penalty: 5932.359863
	Iteration 40F: 3 clusters Score -2.111035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21110356.000000 Penalty: 5932.359863
	Iteration 41Q: 3 clusters Score -2.111036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155572 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21110354.000000 Penalty: 5932.359863
	Iteration 42Q: 3 clusters Score -2.111035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21110374.000000 Penalty: 5932.359863
	Iteration 43Q: 3 clusters Score -2.111037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -21110384.000000 Penalty: 5932.359863
	Iteration 44Q: 3 clusters Score -2.111038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21110378.000000 Penalty: 5932.359863
	Iteration 45Q: 3 clusters Score -2.111038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155589 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21110384.000000 Penalty: 5932.359863
	Iteration 46Q: 3 clusters Score -2.111038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21110416.000000 Penalty: 5932.359863
	Iteration 47Q: 3 clusters Score -2.111042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21110414.000000 Penalty: 5932.359863
	Iteration 48Q: 3 clusters Score -2.111041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21110422.000000 Penalty: 5932.359863
	Iteration 49Q: 3 clusters Score -2.111042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21110422.000000 Penalty: 5932.359863
	Iteration 50F: 3 clusters Score -2.111042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -362188.750000 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -362188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359120.968750 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -359121 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -359721.781250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -359721.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -359867.687500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -359867.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -359967.187500 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -359967.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -360025.656250 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -360025.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -360070.062500 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -360070.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -360103.531250 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -360103.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -360129.687500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -360129.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -360152.281250 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -360152.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -360171.281250 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -360171.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -360183.781250 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -360183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -360191.500000 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -360191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -360199.062500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -360199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -360202.218750 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -360202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -360207.031250 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -360207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -360210.312500 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -360210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -360211.218750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -360211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360213.968750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -360214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -360216.125000 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -360216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360217.500000 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -360217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -360218.218750 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -360218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -89709.890625 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -89709.89 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 394 members 
Entering Unmasked Estep 
Score: -88135.085938 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -88135.09 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88732.890625 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -88732.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89025.929688 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -89025.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89299.671875 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -89299.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89515.828125 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -89515.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89652.179688 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -89652.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89842.703125 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -89842.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90046.945312 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -90046.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -90276.882812 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -90276.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -90435.140625 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -90435.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90581.171875 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -90581.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90677.671875 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -90677.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90697.062500 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -90697.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90709.234375 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -90709.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90720.195312 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -90720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90726.218750 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -90726.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90750.421875 Penalty: 3304.913818
	Iteration 16F: 3 clusters Score -90750.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90811.890625 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -90811.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90897.640625 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -90897.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91003.851562 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -91003.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91578.593750 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -91578.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91703.437500 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -91703.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91703.437500 Penalty: 3304.913818
	Iteration 22F: 3 clusters Score -91703.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170874 members 
Mstep: Class 3 contains 149067 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 156436 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 63301 members 
Mstep: Class 10 contains 202443 members 
Mstep: Class 11 contains 150033 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 66837 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195741 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 163117 members 
Mstep: Class 19 contains 22095 members 
Mstep: Class 20 contains 294 members 
Entering Unmasked Estep 
Score: -180277424.000000 Penalty: 70089.187500
Splitting cluster 8 changes total score from -180276688.000000 to -180277424.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (63301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Entering Unmasked Estep 
Score: -8241551.500000 Penalty: 2741.802734
	Iteration 0F: 2 clusters Score -8241552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -8199087.500000 Penalty: 5483.605469
	Iteration 0F: 3 clusters Score -8199088 nChanged 29564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -8215800.000000 Penalty: 5483.605469
	Iteration 1F: 3 clusters Score -8215800 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -8216809.500000 Penalty: 5483.605469
	Iteration 2Q: 3 clusters Score -8216810 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8218353.500000 Penalty: 5483.605469
	Iteration 3F: 3 clusters Score -8218354 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8220751.000000 Penalty: 5483.605469
	Iteration 4F: 3 clusters Score -8220751 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8224387.000000 Penalty: 5483.605469
	Iteration 5F: 3 clusters Score -8224387 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8228828.500000 Penalty: 5483.605469
	Iteration 6F: 3 clusters Score -8228828 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8233046.500000 Penalty: 5483.605469
	Iteration 7F: 3 clusters Score -8233046 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8236165.500000 Penalty: 5483.605469
	Iteration 8F: 3 clusters Score -8236166 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8238051.500000 Penalty: 5483.605469
	Iteration 9Q: 3 clusters Score -8238052 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8238799.500000 Penalty: 5483.605469
	Iteration 10Q: 3 clusters Score -8238800 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8239113.500000 Penalty: 5483.605469
	Iteration 11Q: 3 clusters Score -8239114 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8239258.000000 Penalty: 5483.605469
	Iteration 12Q: 3 clusters Score -8239258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8239313.000000 Penalty: 5483.605469
	Iteration 13Q: 3 clusters Score -8239313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8239351.500000 Penalty: 5483.605469
	Iteration 14Q: 3 clusters Score -8239352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8239364.500000 Penalty: 5483.605469
	Iteration 15Q: 3 clusters Score -8239364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8239377.500000 Penalty: 5483.605469
	Iteration 16Q: 3 clusters Score -8239378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8239391.500000 Penalty: 5483.605469
	Iteration 17Q: 3 clusters Score -8239392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8239401.000000 Penalty: 5483.605469
	Iteration 18Q: 3 clusters Score -8239401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8239408.500000 Penalty: 5483.605469
	Iteration 19Q: 3 clusters Score -8239408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8239416.000000 Penalty: 5483.605469
	Iteration 20F: 3 clusters Score -8239416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8239411.500000 Penalty: 5483.605469
	Iteration 21Q: 3 clusters Score -8239412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8239412.000000 Penalty: 5483.605469
	Iteration 22Q: 3 clusters Score -8239412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8239417.000000 Penalty: 5483.605469
	Iteration 23Q: 3 clusters Score -8239417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8239420.000000 Penalty: 5483.605469
	Iteration 24Q: 3 clusters Score -8239420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8239420.000000 Penalty: 5483.605469
	Iteration 25F: 3 clusters Score -8239420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202443 members 
Entering Unmasked Estep 
Score: -27274790.000000 Penalty: 3030.117188
	Iteration 0F: 2 clusters Score -2.727479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -27165430.000000 Penalty: 6060.234375
	Iteration 0F: 3 clusters Score -2.716543e+07 nChanged 97542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -27222798.000000 Penalty: 6060.234375
	Iteration 1F: 3 clusters Score -2.72228e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -27223882.000000 Penalty: 6060.234375
	Iteration 2Q: 3 clusters Score -2.722388e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113917 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -27225614.000000 Penalty: 6060.234375
	Iteration 3Q: 3 clusters Score -2.722561e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -27228550.000000 Penalty: 6060.234375
	Iteration 4Q: 3 clusters Score -2.722855e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -27234212.000000 Penalty: 6060.234375
	Iteration 5F: 3 clusters Score -2.723421e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -27243876.000000 Penalty: 6060.234375
	Iteration 6F: 3 clusters Score -2.724388e+07 nChanged 18695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164774 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -27256070.000000 Penalty: 6060.234375
	Iteration 7F: 3 clusters Score -2.725607e+07 nChanged 17679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182451 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -27265826.000000 Penalty: 6060.234375
	Iteration 8F: 3 clusters Score -2.726583e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193845 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -27269584.000000 Penalty: 6060.234375
	Iteration 9F: 3 clusters Score -2.726958e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -27270952.000000 Penalty: 6060.234375
	Iteration 10Q: 3 clusters Score -2.727095e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201088 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -27271754.000000 Penalty: 6060.234375
	Iteration 11Q: 3 clusters Score -2.727175e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201704 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -27271944.000000 Penalty: 6060.234375
	Iteration 12Q: 3 clusters Score -2.727194e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201909 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27272070.000000 Penalty: 6060.234375
	Iteration 13Q: 3 clusters Score -2.727207e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202002 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27272148.000000 Penalty: 6060.234375
	Iteration 14Q: 3 clusters Score -2.727215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202035 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -27272204.000000 Penalty: 6060.234375
	Iteration 15Q: 3 clusters Score -2.72722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202063 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27272246.000000 Penalty: 6060.234375
	Iteration 16Q: 3 clusters Score -2.727225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202081 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27272280.000000 Penalty: 6060.234375
	Iteration 17Q: 3 clusters Score -2.727228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202092 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27272282.000000 Penalty: 6060.234375
	Iteration 18Q: 3 clusters Score -2.727228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202101 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27272294.000000 Penalty: 6060.234375
	Iteration 19Q: 3 clusters Score -2.727229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202106 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27272284.000000 Penalty: 6060.234375
	Iteration 20F: 3 clusters Score -2.727228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202111 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27272296.000000 Penalty: 6060.234375
	Iteration 21Q: 3 clusters Score -2.72723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202109 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27272314.000000 Penalty: 6060.234375
	Iteration 22Q: 3 clusters Score -2.727231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202112 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27272328.000000 Penalty: 6060.234375
	Iteration 23Q: 3 clusters Score -2.727233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202112 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27272330.000000 Penalty: 6060.234375
	Iteration 24Q: 3 clusters Score -2.727233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27272330.000000 Penalty: 6060.234375
	Iteration 25Q: 3 clusters Score -2.727233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202117 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27272340.000000 Penalty: 6060.234375
	Iteration 26Q: 3 clusters Score -2.727234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202119 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27272328.000000 Penalty: 6060.234375
	Iteration 27Q: 3 clusters Score -2.727233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202115 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27272342.000000 Penalty: 6060.234375
	Iteration 28Q: 3 clusters Score -2.727234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202114 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27272340.000000 Penalty: 6060.234375
	Iteration 29Q: 3 clusters Score -2.727234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202114 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27272340.000000 Penalty: 6060.234375
	Iteration 30F: 3 clusters Score -2.727234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (150033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Entering Unmasked Estep 
Score: -20074418.000000 Penalty: 2955.815430
	Iteration 0F: 2 clusters Score -2.007442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -19976276.000000 Penalty: 5911.630859
	Iteration 0F: 3 clusters Score -1.997628e+07 nChanged 71609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -20017162.000000 Penalty: 5911.630859
	Iteration 1F: 3 clusters Score -2.001716e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -20017812.000000 Penalty: 5911.630859
	Iteration 2Q: 3 clusters Score -2.001781e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -20018640.000000 Penalty: 5911.630859
	Iteration 3Q: 3 clusters Score -2.001864e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -20019320.000000 Penalty: 5911.630859
	Iteration 4Q: 3 clusters Score -2.001932e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -20020268.000000 Penalty: 5911.630859
	Iteration 5Q: 3 clusters Score -2.002027e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -20021836.000000 Penalty: 5911.630859
	Iteration 6Q: 3 clusters Score -2.002184e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -20024444.000000 Penalty: 5911.630859
	Iteration 7Q: 3 clusters Score -2.002444e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -20029414.000000 Penalty: 5911.630859
	Iteration 8F: 3 clusters Score -2.002941e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -20037756.000000 Penalty: 5911.630859
	Iteration 9F: 3 clusters Score -2.003776e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -20048134.000000 Penalty: 5911.630859
	Iteration 10F: 3 clusters Score -2.004813e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -20057958.000000 Penalty: 5911.630859
	Iteration 11F: 3 clusters Score -2.005796e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -20065394.000000 Penalty: 5911.630859
	Iteration 12F: 3 clusters Score -2.006539e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -20069298.000000 Penalty: 5911.630859
	Iteration 13Q: 3 clusters Score -2.00693e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -20070768.000000 Penalty: 5911.630859
	Iteration 14Q: 3 clusters Score -2.007077e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -20071464.000000 Penalty: 5911.630859
	Iteration 15Q: 3 clusters Score -2.007146e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -20071924.000000 Penalty: 5911.630859
	Iteration 16Q: 3 clusters Score -2.007192e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -20072284.000000 Penalty: 5911.630859
	Iteration 17Q: 3 clusters Score -2.007228e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -20072518.000000 Penalty: 5911.630859
	Iteration 18Q: 3 clusters Score -2.007252e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -20072648.000000 Penalty: 5911.630859
	Iteration 19Q: 3 clusters Score -2.007265e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -20072840.000000 Penalty: 5911.630859
	Iteration 20F: 3 clusters Score -2.007284e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 131740 members 
Entering Unmasked Estep 
Score: -20072956.000000 Penalty: 5911.630859
	Iteration 21Q: 3 clusters Score -2.007296e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -20073094.000000 Penalty: 5911.630859
	Iteration 22Q: 3 clusters Score -2.007309e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 132403 members 
Entering Unmasked Estep 
Score: -20073168.000000 Penalty: 5911.630859
	Iteration 23Q: 3 clusters Score -2.007317e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 132694 members 
Entering Unmasked Estep 
Score: -20073230.000000 Penalty: 5911.630859
	Iteration 24Q: 3 clusters Score -2.007323e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -20073330.000000 Penalty: 5911.630859
	Iteration 25Q: 3 clusters Score -2.007333e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -20073398.000000 Penalty: 5911.630859
	Iteration 26Q: 3 clusters Score -2.00734e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 133515 members 
Entering Unmasked Estep 
Score: -20073478.000000 Penalty: 5911.630859
	Iteration 27Q: 3 clusters Score -2.007348e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 133793 members 
Entering Unmasked Estep 
Score: -20073564.000000 Penalty: 5911.630859
	Iteration 28Q: 3 clusters Score -2.007356e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -20073584.000000 Penalty: 5911.630859
	Iteration 29Q: 3 clusters Score -2.007358e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -20073672.000000 Penalty: 5911.630859
	Iteration 30Q: 3 clusters Score -2.007367e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -20073724.000000 Penalty: 5911.630859
	Iteration 31Q: 3 clusters Score -2.007372e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -20073760.000000 Penalty: 5911.630859
	Iteration 32Q: 3 clusters Score -2.007376e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 134949 members 
Entering Unmasked Estep 
Score: -20073844.000000 Penalty: 5911.630859
	Iteration 33Q: 3 clusters Score -2.007384e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 135179 members 
Entering Unmasked Estep 
Score: -20073922.000000 Penalty: 5911.630859
	Iteration 34Q: 3 clusters Score -2.007392e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -20074020.000000 Penalty: 5911.630859
	Iteration 35Q: 3 clusters Score -2.007402e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -20074074.000000 Penalty: 5911.630859
	Iteration 36Q: 3 clusters Score -2.007407e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 135972 members 
Entering Unmasked Estep 
Score: -20074134.000000 Penalty: 5911.630859
	Iteration 37Q: 3 clusters Score -2.007413e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -20074254.000000 Penalty: 5911.630859
	Iteration 38Q: 3 clusters Score -2.007425e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -20074270.000000 Penalty: 5911.630859
	Iteration 39Q: 3 clusters Score -2.007427e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -20074384.000000 Penalty: 5911.630859
	Iteration 40F: 3 clusters Score -2.007438e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 137346 members 
Entering Unmasked Estep 
Score: -20074408.000000 Penalty: 5911.630859
	Iteration 41Q: 3 clusters Score -2.007441e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -20074542.000000 Penalty: 5911.630859
	Iteration 42Q: 3 clusters Score -2.007454e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 138033 members 
Entering Unmasked Estep 
Score: -20074606.000000 Penalty: 5911.630859
	Iteration 43Q: 3 clusters Score -2.007461e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 138366 members 
Entering Unmasked Estep 
Score: -20074632.000000 Penalty: 5911.630859
	Iteration 44Q: 3 clusters Score -2.007463e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -20074696.000000 Penalty: 5911.630859
	Iteration 45Q: 3 clusters Score -2.00747e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 139097 members 
Entering Unmasked Estep 
Score: -20074756.000000 Penalty: 5911.630859
	Iteration 46Q: 3 clusters Score -2.007476e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 139506 members 
Entering Unmasked Estep 
Score: -20074760.000000 Penalty: 5911.630859
	Iteration 47Q: 3 clusters Score -2.007476e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 139916 members 
Entering Unmasked Estep 
Score: -20074808.000000 Penalty: 5911.630859
	Iteration 48Q: 3 clusters Score -2.007481e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -20074766.000000 Penalty: 5911.630859
	Iteration 49Q: 3 clusters Score -2.007477e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -20074804.000000 Penalty: 5911.630859
	Iteration 50Q: 3 clusters Score -2.00748e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -20074746.000000 Penalty: 5911.630859
	Iteration 51Q: 3 clusters Score -2.007475e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -20074720.000000 Penalty: 5911.630859
	Iteration 52Q: 3 clusters Score -2.007472e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -20074696.000000 Penalty: 5911.630859
	Iteration 53Q: 3 clusters Score -2.00747e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -20074646.000000 Penalty: 5911.630859
	Iteration 54Q: 3 clusters Score -2.007465e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -20074644.000000 Penalty: 5911.630859
	Iteration 55Q: 3 clusters Score -2.007464e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -20074628.000000 Penalty: 5911.630859
	Iteration 56Q: 3 clusters Score -2.007463e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -20074612.000000 Penalty: 5911.630859
	Iteration 57Q: 3 clusters Score -2.007461e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 143009 members 
Entering Unmasked Estep 
Score: -20074576.000000 Penalty: 5911.630859
	Iteration 58Q: 3 clusters Score -2.007458e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -20074538.000000 Penalty: 5911.630859
	Iteration 59Q: 3 clusters Score -2.007454e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 143452 members 
Entering Unmasked Estep 
Score: -20074470.000000 Penalty: 5911.630859
	Iteration 60F: 3 clusters Score -2.007447e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -20074436.000000 Penalty: 5911.630859
	Iteration 61Q: 3 clusters Score -2.007444e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -20074340.000000 Penalty: 5911.630859
	Iteration 62Q: 3 clusters Score -2.007434e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -20074342.000000 Penalty: 5911.630859
	Iteration 63Q: 3 clusters Score -2.007434e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -20074320.000000 Penalty: 5911.630859
	Iteration 64Q: 3 clusters Score -2.007432e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -20074282.000000 Penalty: 5911.630859
	Iteration 65Q: 3 clusters Score -2.007428e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 144500 members 
Entering Unmasked Estep 
Score: -20074284.000000 Penalty: 5911.630859
	Iteration 66Q: 3 clusters Score -2.007428e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 144631 members 
Entering Unmasked Estep 
Score: -20074272.000000 Penalty: 5911.630859
	Iteration 67Q: 3 clusters Score -2.007427e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -20074242.000000 Penalty: 5911.630859
	Iteration 68Q: 3 clusters Score -2.007424e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -20074170.000000 Penalty: 5911.630859
	Iteration 69Q: 3 clusters Score -2.007417e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 144987 members 
Entering Unmasked Estep 
Score: -20074150.000000 Penalty: 5911.630859
	Iteration 70Q: 3 clusters Score -2.007415e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -20074088.000000 Penalty: 5911.630859
	Iteration 71Q: 3 clusters Score -2.007409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 145175 members 
Entering Unmasked Estep 
Score: -20074034.000000 Penalty: 5911.630859
	Iteration 72Q: 3 clusters Score -2.007403e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -20074012.000000 Penalty: 5911.630859
	Iteration 73Q: 3 clusters Score -2.007401e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 145368 members 
Entering Unmasked Estep 
Score: -20074012.000000 Penalty: 5911.630859
	Iteration 74Q: 3 clusters Score -2.007401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -20073970.000000 Penalty: 5911.630859
	Iteration 75Q: 3 clusters Score -2.007397e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -20073922.000000 Penalty: 5911.630859
	Iteration 76Q: 3 clusters Score -2.007392e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -20073886.000000 Penalty: 5911.630859
	Iteration 77Q: 3 clusters Score -2.007389e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -20073890.000000 Penalty: 5911.630859
	Iteration 78Q: 3 clusters Score -2.007389e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -20073868.000000 Penalty: 5911.630859
	Iteration 79Q: 3 clusters Score -2.007387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 145950 members 
Entering Unmasked Estep 
Score: -20073870.000000 Penalty: 5911.630859
	Iteration 80F: 3 clusters Score -2.007387e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
Score: -20073812.000000 Penalty: 5911.630859
	Iteration 81Q: 3 clusters Score -2.007381e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -20073838.000000 Penalty: 5911.630859
	Iteration 82Q: 3 clusters Score -2.007384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 146231 members 
Entering Unmasked Estep 
Score: -20073814.000000 Penalty: 5911.630859
	Iteration 83Q: 3 clusters Score -2.007381e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 146322 members 
Entering Unmasked Estep 
Score: -20073766.000000 Penalty: 5911.630859
	Iteration 84Q: 3 clusters Score -2.007377e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -20073738.000000 Penalty: 5911.630859
	Iteration 85Q: 3 clusters Score -2.007374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -20073704.000000 Penalty: 5911.630859
	Iteration 86Q: 3 clusters Score -2.00737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -20073716.000000 Penalty: 5911.630859
	Iteration 87Q: 3 clusters Score -2.007372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -20073686.000000 Penalty: 5911.630859
	Iteration 88Q: 3 clusters Score -2.007369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -20073678.000000 Penalty: 5911.630859
	Iteration 89Q: 3 clusters Score -2.007368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -20073674.000000 Penalty: 5911.630859
	Iteration 90Q: 3 clusters Score -2.007367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -20073668.000000 Penalty: 5911.630859
	Iteration 91Q: 3 clusters Score -2.007367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -20073674.000000 Penalty: 5911.630859
	Iteration 92Q: 3 clusters Score -2.007367e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -20073610.000000 Penalty: 5911.630859
	Iteration 93Q: 3 clusters Score -2.007361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -20073576.000000 Penalty: 5911.630859
	Iteration 94Q: 3 clusters Score -2.007358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -20073570.000000 Penalty: 5911.630859
	Iteration 95Q: 3 clusters Score -2.007357e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 146904 members 
Entering Unmasked Estep 
Score: -20073562.000000 Penalty: 5911.630859
	Iteration 96Q: 3 clusters Score -2.007356e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -20073556.000000 Penalty: 5911.630859
	Iteration 97Q: 3 clusters Score -2.007356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -20073512.000000 Penalty: 5911.630859
	Iteration 98Q: 3 clusters Score -2.007351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -20073508.000000 Penalty: 5911.630859
	Iteration 99Q: 3 clusters Score -2.007351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 147107 members 
Entering Unmasked Estep 
Score: -20073490.000000 Penalty: 5911.630859
	Iteration 100F: 3 clusters Score -2.007349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 147165 members 
Entering Unmasked Estep 
Score: -20073428.000000 Penalty: 5911.630859
	Iteration 101Q: 3 clusters Score -2.007343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -20073368.000000 Penalty: 5911.630859
	Iteration 102Q: 3 clusters Score -2.007337e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -20073352.000000 Penalty: 5911.630859
	Iteration 103Q: 3 clusters Score -2.007335e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -20073370.000000 Penalty: 5911.630859
	Iteration 104Q: 3 clusters Score -2.007337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 147387 members 
Entering Unmasked Estep 
Score: -20073402.000000 Penalty: 5911.630859
	Iteration 105Q: 3 clusters Score -2.00734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -20073354.000000 Penalty: 5911.630859
	Iteration 106Q: 3 clusters Score -2.007335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 147471 members 
Entering Unmasked Estep 
Score: -20073358.000000 Penalty: 5911.630859
	Iteration 107Q: 3 clusters Score -2.007336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 147497 members 
Entering Unmasked Estep 
Score: -20073360.000000 Penalty: 5911.630859
	Iteration 108Q: 3 clusters Score -2.007336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -20073362.000000 Penalty: 5911.630859
	Iteration 109Q: 3 clusters Score -2.007336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -20073370.000000 Penalty: 5911.630859
	Iteration 110Q: 3 clusters Score -2.007337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -20073384.000000 Penalty: 5911.630859
	Iteration 111Q: 3 clusters Score -2.007338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -20073386.000000 Penalty: 5911.630859
	Iteration 112Q: 3 clusters Score -2.007339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -20073368.000000 Penalty: 5911.630859
	Iteration 113Q: 3 clusters Score -2.007337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -20073366.000000 Penalty: 5911.630859
	Iteration 114Q: 3 clusters Score -2.007337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -20073350.000000 Penalty: 5911.630859
	Iteration 115Q: 3 clusters Score -2.007335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -20073358.000000 Penalty: 5911.630859
	Iteration 116Q: 3 clusters Score -2.007336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -20073358.000000 Penalty: 5911.630859
	Iteration 117Q: 3 clusters Score -2.007336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -20073344.000000 Penalty: 5911.630859
	Iteration 118Q: 3 clusters Score -2.007334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -20073340.000000 Penalty: 5911.630859
	Iteration 119Q: 3 clusters Score -2.007334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -20073348.000000 Penalty: 5911.630859
	Iteration 120F: 3 clusters Score -2.007335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -523848.593750 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -523848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -519881.250000 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -519881.2 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520731.250000 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -520731.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -520956.906250 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -520956.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -521110.218750 Penalty: 4127.545898
	Iteration 3F: 3 clusters Score -521110.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -521237.250000 Penalty: 4127.545898
	Iteration 4Q: 3 clusters Score -521237.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521370.218750 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -521370.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -521496.781250 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -521496.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -521599.000000 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -521599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -521688.875000 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -521688.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -521789.125000 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -521789.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -521864.906250 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -521864.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -521928.468750 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -521928.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -521975.031250 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -521975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -522024.312500 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -522024.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -522059.406250 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -522059.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -522082.531250 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -522082.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -522106.875000 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -522106.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -522134.906250 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -522134.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -522157.343750 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -522157.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -522177.156250 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -522177.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -522198.156250 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -522198.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -522219.906250 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -522219.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -522238.187500 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -522238.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -522251.875000 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -522251.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -522265.156250 Penalty: 4127.545898
	Iteration 24Q: 3 clusters Score -522265.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -522273.593750 Penalty: 4127.545898
	Iteration 25Q: 3 clusters Score -522273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -522280.062500 Penalty: 4127.545898
	Iteration 26Q: 3 clusters Score -522280.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -522283.781250 Penalty: 4127.545898
	Iteration 27Q: 3 clusters Score -522283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -522287.906250 Penalty: 4127.545898
	Iteration 28Q: 3 clusters Score -522287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -522291.968750 Penalty: 4127.545898
	Iteration 29Q: 3 clusters Score -522292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -522297.156250 Penalty: 4127.545898
	Iteration 30Q: 3 clusters Score -522297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -522301.125000 Penalty: 4127.545898
	Iteration 31Q: 3 clusters Score -522301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -522302.843750 Penalty: 4127.545898
	Iteration 32Q: 3 clusters Score -522302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -522303.781250 Penalty: 4127.545898
	Iteration 33Q: 3 clusters Score -522303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -522305.187500 Penalty: 4127.545898
	Iteration 34Q: 3 clusters Score -522305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -522305.625000 Penalty: 4127.545898
	Iteration 35Q: 3 clusters Score -522305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -522307.156250 Penalty: 4127.545898
	Iteration 36Q: 3 clusters Score -522307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -522308.531250 Penalty: 4127.545898
	Iteration 37Q: 3 clusters Score -522308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -522309.593750 Penalty: 4127.545898
	Iteration 38Q: 3 clusters Score -522309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -522312.875000 Penalty: 4127.545898
	Iteration 39Q: 3 clusters Score -522312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -522315.937500 Penalty: 4127.545898
	Iteration 40F: 3 clusters Score -522315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -522318.125000 Penalty: 4127.545898
	Iteration 41Q: 3 clusters Score -522318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -522321.031250 Penalty: 4127.545898
	Iteration 42Q: 3 clusters Score -522321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -522325.656250 Penalty: 4127.545898
	Iteration 43Q: 3 clusters Score -522325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -522328.500000 Penalty: 4127.545898
	Iteration 44Q: 3 clusters Score -522328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -522331.375000 Penalty: 4127.545898
	Iteration 45Q: 3 clusters Score -522331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -522334.062500 Penalty: 4127.545898
	Iteration 46Q: 3 clusters Score -522334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -522338.312500 Penalty: 4127.545898
	Iteration 47Q: 3 clusters Score -522338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -522338.718750 Penalty: 4127.545898
	Iteration 48Q: 3 clusters Score -522338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -522340.250000 Penalty: 4127.545898
	Iteration 49Q: 3 clusters Score -522340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -522340.375000 Penalty: 4127.545898
	Iteration 50Q: 3 clusters Score -522340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -522342.218750 Penalty: 4127.545898
	Iteration 51Q: 3 clusters Score -522342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522345.468750 Penalty: 4127.545898
	Iteration 52Q: 3 clusters Score -522345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -522346.375000 Penalty: 4127.545898
	Iteration 53Q: 3 clusters Score -522346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -522347.656250 Penalty: 4127.545898
	Iteration 54Q: 3 clusters Score -522347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -522347.968750 Penalty: 4127.545898
	Iteration 55Q: 3 clusters Score -522348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -522348.156250 Penalty: 4127.545898
	Iteration 56Q: 3 clusters Score -522348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -522348.156250 Penalty: 4127.545898
	Iteration 57F: 3 clusters Score -522348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -1409966.000000 Penalty: 2287.636963
	Iteration 0F: 2 clusters Score -1409966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1402165.125000 Penalty: 4575.273926
	Iteration 0F: 3 clusters Score -1402165 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1404372.500000 Penalty: 4575.273926
	Iteration 1F: 3 clusters Score -1404372 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1404649.750000 Penalty: 4575.273926
	Iteration 2F: 3 clusters Score -1404650 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1404825.250000 Penalty: 4575.273926
	Iteration 3Q: 3 clusters Score -1404825 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1404962.250000 Penalty: 4575.273926
	Iteration 4Q: 3 clusters Score -1404962 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1405096.375000 Penalty: 4575.273926
	Iteration 5Q: 3 clusters Score -1405096 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1405228.250000 Penalty: 4575.273926
	Iteration 6Q: 3 clusters Score -1405228 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1405359.375000 Penalty: 4575.273926
	Iteration 7Q: 3 clusters Score -1405359 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1405500.125000 Penalty: 4575.273926
	Iteration 8Q: 3 clusters Score -1405500 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1405673.000000 Penalty: 4575.273926
	Iteration 9Q: 3 clusters Score -1405673 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1405866.625000 Penalty: 4575.273926
	Iteration 10Q: 3 clusters Score -1405867 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1406111.625000 Penalty: 4575.273926
	Iteration 11Q: 3 clusters Score -1406112 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1406380.375000 Penalty: 4575.273926
	Iteration 12Q: 3 clusters Score -1406380 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1406665.500000 Penalty: 4575.273926
	Iteration 13Q: 3 clusters Score -1406666 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1406980.875000 Penalty: 4575.273926
	Iteration 14Q: 3 clusters Score -1406981 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1407254.375000 Penalty: 4575.273926
	Iteration 15Q: 3 clusters Score -1407254 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1407476.000000 Penalty: 4575.273926
	Iteration 16Q: 3 clusters Score -1407476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1407619.875000 Penalty: 4575.273926
	Iteration 17Q: 3 clusters Score -1407620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1407723.250000 Penalty: 4575.273926
	Iteration 18Q: 3 clusters Score -1407723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1407799.000000 Penalty: 4575.273926
	Iteration 19Q: 3 clusters Score -1407799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1407833.625000 Penalty: 4575.273926
	Iteration 20F: 3 clusters Score -1407834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1407850.500000 Penalty: 4575.273926
	Iteration 21Q: 3 clusters Score -1407850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1407866.750000 Penalty: 4575.273926
	Iteration 22Q: 3 clusters Score -1407867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1407886.625000 Penalty: 4575.273926
	Iteration 23Q: 3 clusters Score -1407887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1407895.250000 Penalty: 4575.273926
	Iteration 24Q: 3 clusters Score -1407895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1407909.750000 Penalty: 4575.273926
	Iteration 25Q: 3 clusters Score -1407910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1407921.875000 Penalty: 4575.273926
	Iteration 26Q: 3 clusters Score -1407922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1407933.375000 Penalty: 4575.273926
	Iteration 27Q: 3 clusters Score -1407933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1407940.125000 Penalty: 4575.273926
	Iteration 28Q: 3 clusters Score -1407940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1407940.000000 Penalty: 4575.273926
	Iteration 29Q: 3 clusters Score -1407940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1407941.875000 Penalty: 4575.273926
	Iteration 30Q: 3 clusters Score -1407942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1407944.000000 Penalty: 4575.273926
	Iteration 31Q: 3 clusters Score -1407944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1407944.000000 Penalty: 4575.273926
	Iteration 32F: 3 clusters Score -1407944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Entering Unmasked Estep 
Score: -9072236.000000 Penalty: 2755.282959
	Iteration 0F: 2 clusters Score -9072236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -9027503.000000 Penalty: 5510.565918
	Iteration 0F: 3 clusters Score -9027503 nChanged 31198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -9045299.000000 Penalty: 5510.565918
	Iteration 1F: 3 clusters Score -9045299 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -9046259.000000 Penalty: 5510.565918
	Iteration 2Q: 3 clusters Score -9046259 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -9047384.000000 Penalty: 5510.565918
	Iteration 3Q: 3 clusters Score -9047384 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9048903.000000 Penalty: 5510.565918
	Iteration 4Q: 3 clusters Score -9048903 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -9050843.000000 Penalty: 5510.565918
	Iteration 5F: 3 clusters Score -9050843 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -9053630.000000 Penalty: 5510.565918
	Iteration 6F: 3 clusters Score -9053630 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -9057409.000000 Penalty: 5510.565918
	Iteration 7F: 3 clusters Score -9057409 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -9061043.000000 Penalty: 5510.565918
	Iteration 8F: 3 clusters Score -9061043 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -9062783.000000 Penalty: 5510.565918
	Iteration 9F: 3 clusters Score -9062783 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9063375.000000 Penalty: 5510.565918
	Iteration 10Q: 3 clusters Score -9063375 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -9063678.000000 Penalty: 5510.565918
	Iteration 11Q: 3 clusters Score -9063678 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -9063829.000000 Penalty: 5510.565918
	Iteration 12Q: 3 clusters Score -9063829 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9063925.000000 Penalty: 5510.565918
	Iteration 13Q: 3 clusters Score -9063925 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -9064029.000000 Penalty: 5510.565918
	Iteration 14Q: 3 clusters Score -9064029 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -9064134.000000 Penalty: 5510.565918
	Iteration 15Q: 3 clusters Score -9064134 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9064277.000000 Penalty: 5510.565918
	Iteration 16Q: 3 clusters Score -9064277 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9064384.000000 Penalty: 5510.565918
	Iteration 17Q: 3 clusters Score -9064384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -9064399.000000 Penalty: 5510.565918
	Iteration 18Q: 3 clusters Score -9064399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -9064447.000000 Penalty: 5510.565918
	Iteration 19Q: 3 clusters Score -9064447 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -9064496.000000 Penalty: 5510.565918
	Iteration 20F: 3 clusters Score -9064496 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -9064512.000000 Penalty: 5510.565918
	Iteration 21Q: 3 clusters Score -9064512 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -9064571.000000 Penalty: 5510.565918
	Iteration 22Q: 3 clusters Score -9064571 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -9064612.000000 Penalty: 5510.565918
	Iteration 23Q: 3 clusters Score -9064612 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -9064647.000000 Penalty: 5510.565918
	Iteration 24Q: 3 clusters Score -9064647 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -9064680.000000 Penalty: 5510.565918
	Iteration 25Q: 3 clusters Score -9064680 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -9064735.000000 Penalty: 5510.565918
	Iteration 26Q: 3 clusters Score -9064735 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -9064763.000000 Penalty: 5510.565918
	Iteration 27Q: 3 clusters Score -9064763 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -9064801.000000 Penalty: 5510.565918
	Iteration 28Q: 3 clusters Score -9064801 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9064826.000000 Penalty: 5510.565918
	Iteration 29Q: 3 clusters Score -9064826 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -9064875.000000 Penalty: 5510.565918
	Iteration 30Q: 3 clusters Score -9064875 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9064914.000000 Penalty: 5510.565918
	Iteration 31Q: 3 clusters Score -9064914 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -9064949.000000 Penalty: 5510.565918
	Iteration 32Q: 3 clusters Score -9064949 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -9064995.000000 Penalty: 5510.565918
	Iteration 33Q: 3 clusters Score -9064995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -9065020.000000 Penalty: 5510.565918
	Iteration 34Q: 3 clusters Score -9065020 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -9065081.000000 Penalty: 5510.565918
	Iteration 35Q: 3 clusters Score -9065081 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -9065125.000000 Penalty: 5510.565918
	Iteration 36Q: 3 clusters Score -9065125 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -9065194.000000 Penalty: 5510.565918
	Iteration 37Q: 3 clusters Score -9065194 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9065249.000000 Penalty: 5510.565918
	Iteration 38Q: 3 clusters Score -9065249 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -9065314.000000 Penalty: 5510.565918
	Iteration 39Q: 3 clusters Score -9065314 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -9065374.000000 Penalty: 5510.565918
	Iteration 40F: 3 clusters Score -9065374 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -9065409.000000 Penalty: 5510.565918
	Iteration 41Q: 3 clusters Score -9065409 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -9065495.000000 Penalty: 5510.565918
	Iteration 42Q: 3 clusters Score -9065495 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -9065530.000000 Penalty: 5510.565918
	Iteration 43Q: 3 clusters Score -9065530 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9065652.000000 Penalty: 5510.565918
	Iteration 44Q: 3 clusters Score -9065652 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9065696.000000 Penalty: 5510.565918
	Iteration 45Q: 3 clusters Score -9065696 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -9065746.000000 Penalty: 5510.565918
	Iteration 46Q: 3 clusters Score -9065746 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -9065801.000000 Penalty: 5510.565918
	Iteration 47Q: 3 clusters Score -9065801 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -9065870.000000 Penalty: 5510.565918
	Iteration 48Q: 3 clusters Score -9065870 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -9065941.000000 Penalty: 5510.565918
	Iteration 49Q: 3 clusters Score -9065941 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -9066026.000000 Penalty: 5510.565918
	Iteration 50Q: 3 clusters Score -9066026 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -9066065.000000 Penalty: 5510.565918
	Iteration 51Q: 3 clusters Score -9066065 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9066113.000000 Penalty: 5510.565918
	Iteration 52Q: 3 clusters Score -9066113 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -9066209.000000 Penalty: 5510.565918
	Iteration 53Q: 3 clusters Score -9066209 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -9066294.000000 Penalty: 5510.565918
	Iteration 54Q: 3 clusters Score -9066294 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -9066355.000000 Penalty: 5510.565918
	Iteration 55Q: 3 clusters Score -9066355 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9066438.000000 Penalty: 5510.565918
	Iteration 56Q: 3 clusters Score -9066438 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -9066466.000000 Penalty: 5510.565918
	Iteration 57Q: 3 clusters Score -9066466 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -9066514.000000 Penalty: 5510.565918
	Iteration 58Q: 3 clusters Score -9066514 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -9066561.000000 Penalty: 5510.565918
	Iteration 59Q: 3 clusters Score -9066561 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -9066663.000000 Penalty: 5510.565918
	Iteration 60F: 3 clusters Score -9066663 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -9066712.000000 Penalty: 5510.565918
	Iteration 61Q: 3 clusters Score -9066712 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -9066785.000000 Penalty: 5510.565918
	Iteration 62Q: 3 clusters Score -9066785 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -9066878.000000 Penalty: 5510.565918
	Iteration 63Q: 3 clusters Score -9066878 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -9066977.000000 Penalty: 5510.565918
	Iteration 64Q: 3 clusters Score -9066977 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -9067028.000000 Penalty: 5510.565918
	Iteration 65Q: 3 clusters Score -9067028 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -9067078.000000 Penalty: 5510.565918
	Iteration 66Q: 3 clusters Score -9067078 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -9067185.000000 Penalty: 5510.565918
	Iteration 67Q: 3 clusters Score -9067185 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -9067239.000000 Penalty: 5510.565918
	Iteration 68Q: 3 clusters Score -9067239 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -9067311.000000 Penalty: 5510.565918
	Iteration 69Q: 3 clusters Score -9067311 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -9067390.000000 Penalty: 5510.565918
	Iteration 70Q: 3 clusters Score -9067390 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -9067482.000000 Penalty: 5510.565918
	Iteration 71Q: 3 clusters Score -9067482 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -9067560.000000 Penalty: 5510.565918
	Iteration 72Q: 3 clusters Score -9067560 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -9067637.000000 Penalty: 5510.565918
	Iteration 73Q: 3 clusters Score -9067637 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -9067676.000000 Penalty: 5510.565918
	Iteration 74Q: 3 clusters Score -9067676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -9067781.000000 Penalty: 5510.565918
	Iteration 75Q: 3 clusters Score -9067781 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -9067885.000000 Penalty: 5510.565918
	Iteration 76Q: 3 clusters Score -9067885 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -9067979.000000 Penalty: 5510.565918
	Iteration 77Q: 3 clusters Score -9067979 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -9068071.000000 Penalty: 5510.565918
	Iteration 78Q: 3 clusters Score -9068071 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -9068168.000000 Penalty: 5510.565918
	Iteration 79Q: 3 clusters Score -9068168 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -9068226.000000 Penalty: 5510.565918
	Iteration 80F: 3 clusters Score -9068226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -9068290.000000 Penalty: 5510.565918
	Iteration 81Q: 3 clusters Score -9068290 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -9068398.000000 Penalty: 5510.565918
	Iteration 82Q: 3 clusters Score -9068398 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -9068470.000000 Penalty: 5510.565918
	Iteration 83Q: 3 clusters Score -9068470 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -9068556.000000 Penalty: 5510.565918
	Iteration 84Q: 3 clusters Score -9068556 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -9068654.000000 Penalty: 5510.565918
	Iteration 85Q: 3 clusters Score -9068654 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -9068720.000000 Penalty: 5510.565918
	Iteration 86Q: 3 clusters Score -9068720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -9068804.000000 Penalty: 5510.565918
	Iteration 87Q: 3 clusters Score -9068804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -9068873.000000 Penalty: 5510.565918
	Iteration 88Q: 3 clusters Score -9068873 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -9068962.000000 Penalty: 5510.565918
	Iteration 89Q: 3 clusters Score -9068962 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -9069045.000000 Penalty: 5510.565918
	Iteration 90Q: 3 clusters Score -9069045 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -9069114.000000 Penalty: 5510.565918
	Iteration 91Q: 3 clusters Score -9069114 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -9069164.000000 Penalty: 5510.565918
	Iteration 92Q: 3 clusters Score -9069164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -9069226.000000 Penalty: 5510.565918
	Iteration 93Q: 3 clusters Score -9069226 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -9069302.000000 Penalty: 5510.565918
	Iteration 94Q: 3 clusters Score -9069302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -9069342.000000 Penalty: 5510.565918
	Iteration 95Q: 3 clusters Score -9069342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -9069405.000000 Penalty: 5510.565918
	Iteration 96Q: 3 clusters Score -9069405 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -9069471.000000 Penalty: 5510.565918
	Iteration 97Q: 3 clusters Score -9069471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -9069518.000000 Penalty: 5510.565918
	Iteration 98Q: 3 clusters Score -9069518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -9069521.000000 Penalty: 5510.565918
	Iteration 99Q: 3 clusters Score -9069521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -9069571.000000 Penalty: 5510.565918
	Iteration 100F: 3 clusters Score -9069571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -9069614.000000 Penalty: 5510.565918
	Iteration 101Q: 3 clusters Score -9069614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -9069615.000000 Penalty: 5510.565918
	Iteration 102Q: 3 clusters Score -9069615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -9069655.000000 Penalty: 5510.565918
	Iteration 103Q: 3 clusters Score -9069655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -9069653.000000 Penalty: 5510.565918
	Iteration 104Q: 3 clusters Score -9069653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -9069653.000000 Penalty: 5510.565918
	Iteration 105Q: 3 clusters Score -9069653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -9069672.000000 Penalty: 5510.565918
	Iteration 106Q: 3 clusters Score -9069672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -9069692.000000 Penalty: 5510.565918
	Iteration 107Q: 3 clusters Score -9069692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -9069698.000000 Penalty: 5510.565918
	Iteration 108Q: 3 clusters Score -9069698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -9069714.000000 Penalty: 5510.565918
	Iteration 109Q: 3 clusters Score -9069714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -9069718.000000 Penalty: 5510.565918
	Iteration 110Q: 3 clusters Score -9069718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -9069738.000000 Penalty: 5510.565918
	Iteration 111Q: 3 clusters Score -9069738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -9069736.000000 Penalty: 5510.565918
	Iteration 112Q: 3 clusters Score -9069736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -9069745.000000 Penalty: 5510.565918
	Iteration 113Q: 3 clusters Score -9069745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -9069756.000000 Penalty: 5510.565918
	Iteration 114Q: 3 clusters Score -9069756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9069770.000000 Penalty: 5510.565918
	Iteration 115Q: 3 clusters Score -9069770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -9069767.000000 Penalty: 5510.565918
	Iteration 116Q: 3 clusters Score -9069767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -9069789.000000 Penalty: 5510.565918
	Iteration 117Q: 3 clusters Score -9069789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -9069790.000000 Penalty: 5510.565918
	Iteration 118Q: 3 clusters Score -9069790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -9069799.000000 Penalty: 5510.565918
	Iteration 119Q: 3 clusters Score -9069799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -9069805.000000 Penalty: 5510.565918
	Iteration 120F: 3 clusters Score -9069805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -9069804.000000 Penalty: 5510.565918
	Iteration 121Q: 3 clusters Score -9069804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -9069810.000000 Penalty: 5510.565918
	Iteration 122Q: 3 clusters Score -9069810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -9069829.000000 Penalty: 5510.565918
	Iteration 123Q: 3 clusters Score -9069829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -9069814.000000 Penalty: 5510.565918
	Iteration 124Q: 3 clusters Score -9069814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -9069823.000000 Penalty: 5510.565918
	Iteration 125Q: 3 clusters Score -9069823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -9069825.000000 Penalty: 5510.565918
	Iteration 126Q: 3 clusters Score -9069825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -9069837.000000 Penalty: 5510.565918
	Iteration 127Q: 3 clusters Score -9069837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -9069841.000000 Penalty: 5510.565918
	Iteration 128Q: 3 clusters Score -9069841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -9069839.000000 Penalty: 5510.565918
	Iteration 129Q: 3 clusters Score -9069839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9069838.000000 Penalty: 5510.565918
	Iteration 130Q: 3 clusters Score -9069838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -9069832.000000 Penalty: 5510.565918
	Iteration 131Q: 3 clusters Score -9069832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -9069829.000000 Penalty: 5510.565918
	Iteration 132Q: 3 clusters Score -9069829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9069833.000000 Penalty: 5510.565918
	Iteration 133Q: 3 clusters Score -9069833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -9069843.000000 Penalty: 5510.565918
	Iteration 134Q: 3 clusters Score -9069843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -9069842.000000 Penalty: 5510.565918
	Iteration 135Q: 3 clusters Score -9069842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -9069839.000000 Penalty: 5510.565918
	Iteration 136Q: 3 clusters Score -9069839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -9069839.000000 Penalty: 5510.565918
	Iteration 137F: 3 clusters Score -9069839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -45313.593750 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -45313.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43898.980469 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -43898.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44061.148438 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -44061.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44161.933594 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -44161.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44203.757812 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -44203.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44214.363281 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -44214.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44214.363281 Penalty: 2965.527344
	Iteration 5F: 3 clusters Score -44214.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (195741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195741 members 
Entering Unmasked Estep 
Score: -26278742.000000 Penalty: 3021.767822
	Iteration 0F: 2 clusters Score -2.627874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -26158910.000000 Penalty: 6043.535645
	Iteration 0F: 3 clusters Score -2.615891e+07 nChanged 94410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -26214280.000000 Penalty: 6043.535645
	Iteration 1F: 3 clusters Score -2.621428e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -26215742.000000 Penalty: 6043.535645
	Iteration 2Q: 3 clusters Score -2.621574e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -26217372.000000 Penalty: 6043.535645
	Iteration 3Q: 3 clusters Score -2.621737e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -26220164.000000 Penalty: 6043.535645
	Iteration 4Q: 3 clusters Score -2.622016e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -26225090.000000 Penalty: 6043.535645
	Iteration 5Q: 3 clusters Score -2.622509e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -26232772.000000 Penalty: 6043.535645
	Iteration 6F: 3 clusters Score -2.623277e+07 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 130459 members 
Entering Unmasked Estep 
Score: -26243844.000000 Penalty: 6043.535645
	Iteration 7F: 3 clusters Score -2.624384e+07 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -26256154.000000 Penalty: 6043.535645
	Iteration 8F: 3 clusters Score -2.625615e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -26264966.000000 Penalty: 6043.535645
	Iteration 9F: 3 clusters Score -2.626497e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -26269424.000000 Penalty: 6043.535645
	Iteration 10Q: 3 clusters Score -2.626942e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -26272010.000000 Penalty: 6043.535645
	Iteration 11Q: 3 clusters Score -2.627201e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 162918 members 
Entering Unmasked Estep 
Score: -26273816.000000 Penalty: 6043.535645
	Iteration 12Q: 3 clusters Score -2.627382e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -26275086.000000 Penalty: 6043.535645
	Iteration 13Q: 3 clusters Score -2.627509e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -26275748.000000 Penalty: 6043.535645
	Iteration 14Q: 3 clusters Score -2.627575e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 173290 members 
Entering Unmasked Estep 
Score: -26276382.000000 Penalty: 6043.535645
	Iteration 15Q: 3 clusters Score -2.627638e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -26276660.000000 Penalty: 6043.535645
	Iteration 16Q: 3 clusters Score -2.627666e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 178186 members 
Entering Unmasked Estep 
Score: -26277120.000000 Penalty: 6043.535645
	Iteration 17Q: 3 clusters Score -2.627712e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -26277460.000000 Penalty: 6043.535645
	Iteration 18Q: 3 clusters Score -2.627746e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -26277564.000000 Penalty: 6043.535645
	Iteration 19Q: 3 clusters Score -2.627756e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 183154 members 
Entering Unmasked Estep 
Score: -26277594.000000 Penalty: 6043.535645
	Iteration 20F: 3 clusters Score -2.627759e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 184335 members 
Entering Unmasked Estep 
Score: -26277758.000000 Penalty: 6043.535645
	Iteration 21Q: 3 clusters Score -2.627776e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 185377 members 
Entering Unmasked Estep 
Score: -26277982.000000 Penalty: 6043.535645
	Iteration 22Q: 3 clusters Score -2.627798e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 186273 members 
Entering Unmasked Estep 
Score: -26278016.000000 Penalty: 6043.535645
	Iteration 23Q: 3 clusters Score -2.627802e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -26278008.000000 Penalty: 6043.535645
	Iteration 24Q: 3 clusters Score -2.627801e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 187673 members 
Entering Unmasked Estep 
Score: -26278014.000000 Penalty: 6043.535645
	Iteration 25Q: 3 clusters Score -2.627801e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -26278112.000000 Penalty: 6043.535645
	Iteration 26Q: 3 clusters Score -2.627811e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 188747 members 
Entering Unmasked Estep 
Score: -26278128.000000 Penalty: 6043.535645
	Iteration 27Q: 3 clusters Score -2.627813e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 189167 members 
Entering Unmasked Estep 
Score: -26278170.000000 Penalty: 6043.535645
	Iteration 28Q: 3 clusters Score -2.627817e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 189533 members 
Entering Unmasked Estep 
Score: -26278196.000000 Penalty: 6043.535645
	Iteration 29Q: 3 clusters Score -2.62782e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 189865 members 
Entering Unmasked Estep 
Score: -26278236.000000 Penalty: 6043.535645
	Iteration 30Q: 3 clusters Score -2.627824e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -26278258.000000 Penalty: 6043.535645
	Iteration 31Q: 3 clusters Score -2.627826e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -26278214.000000 Penalty: 6043.535645
	Iteration 32Q: 3 clusters Score -2.627821e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -26278186.000000 Penalty: 6043.535645
	Iteration 33Q: 3 clusters Score -2.627819e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 190804 members 
Entering Unmasked Estep 
Score: -26278184.000000 Penalty: 6043.535645
	Iteration 34Q: 3 clusters Score -2.627818e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 190967 members 
Entering Unmasked Estep 
Score: -26278216.000000 Penalty: 6043.535645
	Iteration 35Q: 3 clusters Score -2.627822e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 191104 members 
Entering Unmasked Estep 
Score: -26278200.000000 Penalty: 6043.535645
	Iteration 36Q: 3 clusters Score -2.62782e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 191241 members 
Entering Unmasked Estep 
Score: -26278208.000000 Penalty: 6043.535645
	Iteration 37Q: 3 clusters Score -2.627821e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -26278184.000000 Penalty: 6043.535645
	Iteration 38Q: 3 clusters Score -2.627818e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 191474 members 
Entering Unmasked Estep 
Score: -26278184.000000 Penalty: 6043.535645
	Iteration 39Q: 3 clusters Score -2.627818e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 191580 members 
Entering Unmasked Estep 
Score: -26278172.000000 Penalty: 6043.535645
	Iteration 40F: 3 clusters Score -2.627817e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 191660 members 
Entering Unmasked Estep 
Score: -26278178.000000 Penalty: 6043.535645
	Iteration 41Q: 3 clusters Score -2.627818e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -26278172.000000 Penalty: 6043.535645
	Iteration 42Q: 3 clusters Score -2.627817e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 191808 members 
Entering Unmasked Estep 
Score: -26278152.000000 Penalty: 6043.535645
	Iteration 43Q: 3 clusters Score -2.627815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -26278140.000000 Penalty: 6043.535645
	Iteration 44Q: 3 clusters Score -2.627814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 191912 members 
Entering Unmasked Estep 
Score: -26278148.000000 Penalty: 6043.535645
	Iteration 45Q: 3 clusters Score -2.627815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 191945 members 
Entering Unmasked Estep 
Score: -26278122.000000 Penalty: 6043.535645
	Iteration 46Q: 3 clusters Score -2.627812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 191973 members 
Entering Unmasked Estep 
Score: -26278136.000000 Penalty: 6043.535645
	Iteration 47Q: 3 clusters Score -2.627814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 191998 members 
Entering Unmasked Estep 
Score: -26278140.000000 Penalty: 6043.535645
	Iteration 48Q: 3 clusters Score -2.627814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 192020 members 
Entering Unmasked Estep 
Score: -26278154.000000 Penalty: 6043.535645
	Iteration 49Q: 3 clusters Score -2.627815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 192043 members 
Entering Unmasked Estep 
Score: -26278160.000000 Penalty: 6043.535645
	Iteration 50Q: 3 clusters Score -2.627816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 192063 members 
Entering Unmasked Estep 
Score: -26278150.000000 Penalty: 6043.535645
	Iteration 51Q: 3 clusters Score -2.627815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 192090 members 
Entering Unmasked Estep 
Score: -26278148.000000 Penalty: 6043.535645
	Iteration 52Q: 3 clusters Score -2.627815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 192112 members 
Entering Unmasked Estep 
Score: -26278132.000000 Penalty: 6043.535645
	Iteration 53Q: 3 clusters Score -2.627813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 192128 members 
Entering Unmasked Estep 
Score: -26278122.000000 Penalty: 6043.535645
	Iteration 54Q: 3 clusters Score -2.627812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 192147 members 
Entering Unmasked Estep 
Score: -26278132.000000 Penalty: 6043.535645
	Iteration 55Q: 3 clusters Score -2.627813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 192162 members 
Entering Unmasked Estep 
Score: -26278100.000000 Penalty: 6043.535645
	Iteration 56Q: 3 clusters Score -2.62781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 192175 members 
Entering Unmasked Estep 
Score: -26278102.000000 Penalty: 6043.535645
	Iteration 57Q: 3 clusters Score -2.62781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 192191 members 
Entering Unmasked Estep 
Score: -26278082.000000 Penalty: 6043.535645
	Iteration 58Q: 3 clusters Score -2.627808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 192202 members 
Entering Unmasked Estep 
Score: -26278100.000000 Penalty: 6043.535645
	Iteration 59Q: 3 clusters Score -2.62781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 192209 members 
Entering Unmasked Estep 
Score: -26278106.000000 Penalty: 6043.535645
	Iteration 60F: 3 clusters Score -2.627811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 192217 members 
Entering Unmasked Estep 
Score: -26278094.000000 Penalty: 6043.535645
	Iteration 61Q: 3 clusters Score -2.627809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 192220 members 
Entering Unmasked Estep 
Score: -26278102.000000 Penalty: 6043.535645
	Iteration 62Q: 3 clusters Score -2.62781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 192223 members 
Entering Unmasked Estep 
Score: -26278100.000000 Penalty: 6043.535645
	Iteration 63Q: 3 clusters Score -2.62781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 192227 members 
Entering Unmasked Estep 
Score: -26278106.000000 Penalty: 6043.535645
	Iteration 64Q: 3 clusters Score -2.627811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 192230 members 
Entering Unmasked Estep 
Score: -26278112.000000 Penalty: 6043.535645
	Iteration 65Q: 3 clusters Score -2.627811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 192231 members 
Entering Unmasked Estep 
Score: -26278102.000000 Penalty: 6043.535645
	Iteration 66Q: 3 clusters Score -2.62781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -26278110.000000 Penalty: 6043.535645
	Iteration 67Q: 3 clusters Score -2.627811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -26278110.000000 Penalty: 6043.535645
	Iteration 68F: 3 clusters Score -2.627811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -260689.937500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -260689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -258148.921875 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -258148.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -259702.812500 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -259702.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -260639.578125 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -260639.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -261246.937500 Penalty: 3817.771973
	Iteration 3F: 3 clusters Score -261246.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261585.750000 Penalty: 3817.771973
	Iteration 4F: 3 clusters Score -261585.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261899.171875 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -261899.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262078.468750 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -262078.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -262359.781250 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -262359.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -262498.437500 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -262498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -262506.281250 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -262506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -262512.500000 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -262512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -262518.531250 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -262518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -262524.906250 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -262524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -262533.781250 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -262533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -262543.312500 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -262543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -262550.500000 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -262550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -262557.562500 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -262557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -262566.937500 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -262566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -262571.531250 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -262571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -262572.937500 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -262572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -262584.750000 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -262584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -262610.750000 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -262610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262691.906250 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -262691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -262737.343750 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -262737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262755.843750 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -262755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -262775.312500 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -262775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262793.156250 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -262793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -262802.531250 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -262802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -262804.031250 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -262804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -262804.031250 Penalty: 3817.771973
	Iteration 29F: 3 clusters Score -262804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170874 members 
Mstep: Class 3 contains 149067 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 156436 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 63301 members 
Mstep: Class 10 contains 202443 members 
Mstep: Class 11 contains 150033 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 66837 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195741 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 163117 members 
Mstep: Class 19 contains 22095 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 983 members 
Entering Unmasked Estep 
Score: -180277904.000000 Penalty: 73593.648438
Splitting cluster 17 changes total score from -180276688.000000 to -180277904.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (163117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Entering Unmasked Estep 
Score: -22019762.000000 Penalty: 2976.551270
	Iteration 0F: 2 clusters Score -2.201976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -21913364.000000 Penalty: 5953.102539
	Iteration 0F: 3 clusters Score -2.191336e+07 nChanged 78163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -21959220.000000 Penalty: 5953.102539
	Iteration 1F: 3 clusters Score -2.195922e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -21961032.000000 Penalty: 5953.102539
	Iteration 2Q: 3 clusters Score -2.196103e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -21964072.000000 Penalty: 5953.102539
	Iteration 3Q: 3 clusters Score -2.196407e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -21968802.000000 Penalty: 5953.102539
	Iteration 4F: 3 clusters Score -2.19688e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -21976234.000000 Penalty: 5953.102539
	Iteration 5F: 3 clusters Score -2.197623e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -21986414.000000 Penalty: 5953.102539
	Iteration 6F: 3 clusters Score -2.198641e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 129340 members 
Entering Unmasked Estep 
Score: -21997028.000000 Penalty: 5953.102539
	Iteration 7F: 3 clusters Score -2.199703e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -22005552.000000 Penalty: 5953.102539
	Iteration 8F: 3 clusters Score -2.200555e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 141446 members 
Entering Unmasked Estep 
Score: -22010680.000000 Penalty: 5953.102539
	Iteration 9Q: 3 clusters Score -2.201068e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -22012772.000000 Penalty: 5953.102539
	Iteration 10Q: 3 clusters Score -2.201277e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 146214 members 
Entering Unmasked Estep 
Score: -22013936.000000 Penalty: 5953.102539
	Iteration 11Q: 3 clusters Score -2.201394e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -22014598.000000 Penalty: 5953.102539
	Iteration 12Q: 3 clusters Score -2.20146e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -22015158.000000 Penalty: 5953.102539
	Iteration 13Q: 3 clusters Score -2.201516e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 150934 members 
Entering Unmasked Estep 
Score: -22015648.000000 Penalty: 5953.102539
	Iteration 14Q: 3 clusters Score -2.201565e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -22015864.000000 Penalty: 5953.102539
	Iteration 15Q: 3 clusters Score -2.201586e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -22016118.000000 Penalty: 5953.102539
	Iteration 16Q: 3 clusters Score -2.201612e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -22016286.000000 Penalty: 5953.102539
	Iteration 17Q: 3 clusters Score -2.201629e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -22016448.000000 Penalty: 5953.102539
	Iteration 18Q: 3 clusters Score -2.201645e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -22016580.000000 Penalty: 5953.102539
	Iteration 19Q: 3 clusters Score -2.201658e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -22016658.000000 Penalty: 5953.102539
	Iteration 20F: 3 clusters Score -2.201666e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -22016742.000000 Penalty: 5953.102539
	Iteration 21Q: 3 clusters Score -2.201674e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -22016856.000000 Penalty: 5953.102539
	Iteration 22Q: 3 clusters Score -2.201686e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -22016936.000000 Penalty: 5953.102539
	Iteration 23Q: 3 clusters Score -2.201694e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -22017064.000000 Penalty: 5953.102539
	Iteration 24Q: 3 clusters Score -2.201706e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -22017132.000000 Penalty: 5953.102539
	Iteration 25Q: 3 clusters Score -2.201713e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -22017226.000000 Penalty: 5953.102539
	Iteration 26Q: 3 clusters Score -2.201723e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 159190 members 
Entering Unmasked Estep 
Score: -22017336.000000 Penalty: 5953.102539
	Iteration 27Q: 3 clusters Score -2.201734e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -22017468.000000 Penalty: 5953.102539
	Iteration 28Q: 3 clusters Score -2.201747e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -22017458.000000 Penalty: 5953.102539
	Iteration 29Q: 3 clusters Score -2.201746e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -22017564.000000 Penalty: 5953.102539
	Iteration 30Q: 3 clusters Score -2.201756e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -22017580.000000 Penalty: 5953.102539
	Iteration 31Q: 3 clusters Score -2.201758e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -22017606.000000 Penalty: 5953.102539
	Iteration 32Q: 3 clusters Score -2.201761e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -22017566.000000 Penalty: 5953.102539
	Iteration 33Q: 3 clusters Score -2.201757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -22017600.000000 Penalty: 5953.102539
	Iteration 34Q: 3 clusters Score -2.20176e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -22017648.000000 Penalty: 5953.102539
	Iteration 35Q: 3 clusters Score -2.201765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 160414 members 
Entering Unmasked Estep 
Score: -22017618.000000 Penalty: 5953.102539
	Iteration 36Q: 3 clusters Score -2.201762e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -22017620.000000 Penalty: 5953.102539
	Iteration 37Q: 3 clusters Score -2.201762e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -22017648.000000 Penalty: 5953.102539
	Iteration 38Q: 3 clusters Score -2.201765e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -22017628.000000 Penalty: 5953.102539
	Iteration 39Q: 3 clusters Score -2.201763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 160643 members 
Entering Unmasked Estep 
Score: -22017664.000000 Penalty: 5953.102539
	Iteration 40F: 3 clusters Score -2.201766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -22017668.000000 Penalty: 5953.102539
	Iteration 41Q: 3 clusters Score -2.201767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -22017680.000000 Penalty: 5953.102539
	Iteration 42Q: 3 clusters Score -2.201768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -22017684.000000 Penalty: 5953.102539
	Iteration 43Q: 3 clusters Score -2.201768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -22017700.000000 Penalty: 5953.102539
	Iteration 44Q: 3 clusters Score -2.20177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -22017710.000000 Penalty: 5953.102539
	Iteration 45Q: 3 clusters Score -2.201771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -22017694.000000 Penalty: 5953.102539
	Iteration 46Q: 3 clusters Score -2.201769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -22017738.000000 Penalty: 5953.102539
	Iteration 47Q: 3 clusters Score -2.201774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -22017744.000000 Penalty: 5953.102539
	Iteration 48Q: 3 clusters Score -2.201774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 160885 members 
Entering Unmasked Estep 
Score: -22017760.000000 Penalty: 5953.102539
	Iteration 49Q: 3 clusters Score -2.201776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -22017770.000000 Penalty: 5953.102539
	Iteration 50Q: 3 clusters Score -2.201777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -22017820.000000 Penalty: 5953.102539
	Iteration 51Q: 3 clusters Score -2.201782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 160963 members 
Entering Unmasked Estep 
Score: -22017804.000000 Penalty: 5953.102539
	Iteration 52Q: 3 clusters Score -2.20178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -22017816.000000 Penalty: 5953.102539
	Iteration 53Q: 3 clusters Score -2.201782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -22017836.000000 Penalty: 5953.102539
	Iteration 54Q: 3 clusters Score -2.201784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 161021 members 
Entering Unmasked Estep 
Score: -22017828.000000 Penalty: 5953.102539
	Iteration 55Q: 3 clusters Score -2.201783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -22017820.000000 Penalty: 5953.102539
	Iteration 56Q: 3 clusters Score -2.201782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 161042 members 
Entering Unmasked Estep 
Score: -22017840.000000 Penalty: 5953.102539
	Iteration 57Q: 3 clusters Score -2.201784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -22017852.000000 Penalty: 5953.102539
	Iteration 58Q: 3 clusters Score -2.201785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -22017870.000000 Penalty: 5953.102539
	Iteration 59Q: 3 clusters Score -2.201787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 161073 members 
Entering Unmasked Estep 
Score: -22017870.000000 Penalty: 5953.102539
	Iteration 60F: 3 clusters Score -2.201787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -22017864.000000 Penalty: 5953.102539
	Iteration 61Q: 3 clusters Score -2.201786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -22017868.000000 Penalty: 5953.102539
	Iteration 62Q: 3 clusters Score -2.201787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -22017878.000000 Penalty: 5953.102539
	Iteration 63Q: 3 clusters Score -2.201788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -22017896.000000 Penalty: 5953.102539
	Iteration 64Q: 3 clusters Score -2.20179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -22017890.000000 Penalty: 5953.102539
	Iteration 65Q: 3 clusters Score -2.201789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -22017910.000000 Penalty: 5953.102539
	Iteration 66Q: 3 clusters Score -2.201791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -22017898.000000 Penalty: 5953.102539
	Iteration 67Q: 3 clusters Score -2.20179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 161135 members 
Entering Unmasked Estep 
Score: -22017906.000000 Penalty: 5953.102539
	Iteration 68Q: 3 clusters Score -2.201791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -22017904.000000 Penalty: 5953.102539
	Iteration 69Q: 3 clusters Score -2.20179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 161142 members 
Entering Unmasked Estep 
Score: -22017898.000000 Penalty: 5953.102539
	Iteration 70Q: 3 clusters Score -2.20179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -22017890.000000 Penalty: 5953.102539
	Iteration 71Q: 3 clusters Score -2.201789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 161153 members 
Entering Unmasked Estep 
Score: -22017908.000000 Penalty: 5953.102539
	Iteration 72Q: 3 clusters Score -2.201791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 161158 members 
Entering Unmasked Estep 
Score: -22017904.000000 Penalty: 5953.102539
	Iteration 73Q: 3 clusters Score -2.20179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -22017920.000000 Penalty: 5953.102539
	Iteration 74Q: 3 clusters Score -2.201792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -22017926.000000 Penalty: 5953.102539
	Iteration 75Q: 3 clusters Score -2.201793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -22017926.000000 Penalty: 5953.102539
	Iteration 76Q: 3 clusters Score -2.201793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -22017934.000000 Penalty: 5953.102539
	Iteration 77Q: 3 clusters Score -2.201793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -22017930.000000 Penalty: 5953.102539
	Iteration 78Q: 3 clusters Score -2.201793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -22017916.000000 Penalty: 5953.102539
	Iteration 79Q: 3 clusters Score -2.201792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -22017918.000000 Penalty: 5953.102539
	Iteration 80F: 3 clusters Score -2.201792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -22017936.000000 Penalty: 5953.102539
	Iteration 81Q: 3 clusters Score -2.201794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -22017920.000000 Penalty: 5953.102539
	Iteration 82Q: 3 clusters Score -2.201792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -22017924.000000 Penalty: 5953.102539
	Iteration 83Q: 3 clusters Score -2.201792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -22017932.000000 Penalty: 5953.102539
	Iteration 84Q: 3 clusters Score -2.201793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 161245 members 
Entering Unmasked Estep 
Score: -22017924.000000 Penalty: 5953.102539
	Iteration 85Q: 3 clusters Score -2.201792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 161251 members 
Entering Unmasked Estep 
Score: -22017918.000000 Penalty: 5953.102539
	Iteration 86Q: 3 clusters Score -2.201792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -22017938.000000 Penalty: 5953.102539
	Iteration 87Q: 3 clusters Score -2.201794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -22017936.000000 Penalty: 5953.102539
	Iteration 88Q: 3 clusters Score -2.201794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -22017958.000000 Penalty: 5953.102539
	Iteration 89Q: 3 clusters Score -2.201796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -22017958.000000 Penalty: 5953.102539
	Iteration 90Q: 3 clusters Score -2.201796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -22017960.000000 Penalty: 5953.102539
	Iteration 91Q: 3 clusters Score -2.201796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -22017972.000000 Penalty: 5953.102539
	Iteration 92Q: 3 clusters Score -2.201797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -22017946.000000 Penalty: 5953.102539
	Iteration 93Q: 3 clusters Score -2.201795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -22017946.000000 Penalty: 5953.102539
	Iteration 94Q: 3 clusters Score -2.201795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -22017960.000000 Penalty: 5953.102539
	Iteration 95Q: 3 clusters Score -2.201796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -22017934.000000 Penalty: 5953.102539
	Iteration 96Q: 3 clusters Score -2.201793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -22017954.000000 Penalty: 5953.102539
	Iteration 97Q: 3 clusters Score -2.201795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -22017964.000000 Penalty: 5953.102539
	Iteration 98Q: 3 clusters Score -2.201796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -22017942.000000 Penalty: 5953.102539
	Iteration 99Q: 3 clusters Score -2.201794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -22017952.000000 Penalty: 5953.102539
	Iteration 100F: 3 clusters Score -2.201795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -22017956.000000 Penalty: 5953.102539
	Iteration 101Q: 3 clusters Score -2.201796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -22017954.000000 Penalty: 5953.102539
	Iteration 102Q: 3 clusters Score -2.201795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 161292 members 
Entering Unmasked Estep 
Score: -22017972.000000 Penalty: 5953.102539
	Iteration 103Q: 3 clusters Score -2.201797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -22017980.000000 Penalty: 5953.102539
	Iteration 104Q: 3 clusters Score -2.201798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -22017966.000000 Penalty: 5953.102539
	Iteration 105Q: 3 clusters Score -2.201797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -22017976.000000 Penalty: 5953.102539
	Iteration 106Q: 3 clusters Score -2.201798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -22017958.000000 Penalty: 5953.102539
	Iteration 107Q: 3 clusters Score -2.201796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -22017976.000000 Penalty: 5953.102539
	Iteration 108Q: 3 clusters Score -2.201798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 161315 members 
Entering Unmasked Estep 
Score: -22017974.000000 Penalty: 5953.102539
	Iteration 109Q: 3 clusters Score -2.201797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -22017974.000000 Penalty: 5953.102539
	Iteration 110Q: 3 clusters Score -2.201797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -22017982.000000 Penalty: 5953.102539
	Iteration 111Q: 3 clusters Score -2.201798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 161338 members 
Entering Unmasked Estep 
Score: -22017968.000000 Penalty: 5953.102539
	Iteration 112Q: 3 clusters Score -2.201797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -22017972.000000 Penalty: 5953.102539
	Iteration 113Q: 3 clusters Score -2.201797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -22017968.000000 Penalty: 5953.102539
	Iteration 114Q: 3 clusters Score -2.201797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -22017982.000000 Penalty: 5953.102539
	Iteration 115Q: 3 clusters Score -2.201798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 161367 members 
Entering Unmasked Estep 
Score: -22018002.000000 Penalty: 5953.102539
	Iteration 116Q: 3 clusters Score -2.2018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -22018002.000000 Penalty: 5953.102539
	Iteration 117Q: 3 clusters Score -2.2018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -22018000.000000 Penalty: 5953.102539
	Iteration 118Q: 3 clusters Score -2.2018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -22017978.000000 Penalty: 5953.102539
	Iteration 119Q: 3 clusters Score -2.201798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -22017970.000000 Penalty: 5953.102539
	Iteration 120F: 3 clusters Score -2.201797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -22017978.000000 Penalty: 5953.102539
	Iteration 121Q: 3 clusters Score -2.201798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 161375 members 
Entering Unmasked Estep 
Score: -22017990.000000 Penalty: 5953.102539
	Iteration 122Q: 3 clusters Score -2.201799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -22017994.000000 Penalty: 5953.102539
	Iteration 123Q: 3 clusters Score -2.201799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -22017978.000000 Penalty: 5953.102539
	Iteration 124Q: 3 clusters Score -2.201798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -22017978.000000 Penalty: 5953.102539
	Iteration 125F: 3 clusters Score -2.201798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170874 members 
Mstep: Class 3 contains 149067 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 5535 members 
Mstep: Class 6 contains 156436 members 
Mstep: Class 7 contains 2720 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 63301 members 
Mstep: Class 10 contains 202443 members 
Mstep: Class 11 contains 150033 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 66837 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 195741 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 163117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180278288.000000 Penalty: 73593.648438
Iteration 79Q: 22 clusters Score -1.802783e+08 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 170971 members 
Mstep: Class 3 contains 149106 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 156569 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63394 members 
Mstep: Class 10 contains 202783 members 
Mstep: Class 11 contains 150039 members 
Mstep: Class 12 contains 4113 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 65796 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 195869 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 163369 members 
Mstep: Class 19 contains 21656 members 
Mstep: Class 20 contains 296 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180278944.000000 Penalty: 73593.648438
Iteration 80F: 22 clusters Score -1.802789e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 170862 members 
Mstep: Class 3 contains 148994 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 156765 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63468 members 
Mstep: Class 10 contains 202669 members 
Mstep: Class 11 contains 149932 members 
Mstep: Class 12 contains 4115 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 64717 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 195606 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 163521 members 
Mstep: Class 19 contains 22679 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180280400.000000 Penalty: 73593.648438
Iteration 81Q: 22 clusters Score -1.802804e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 170807 members 
Mstep: Class 3 contains 148943 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 156968 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63537 members 
Mstep: Class 10 contains 202633 members 
Mstep: Class 11 contains 149830 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 63633 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 195405 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 163671 members 
Mstep: Class 19 contains 23410 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180281520.000000 Penalty: 73593.648438
Iteration 82Q: 22 clusters Score -1.802815e+08 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 170835 members 
Mstep: Class 3 contains 148963 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 157076 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63612 members 
Mstep: Class 10 contains 202614 members 
Mstep: Class 11 contains 149700 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 62581 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 195239 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 163846 members 
Mstep: Class 19 contains 24029 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180282352.000000 Penalty: 73593.648438
Iteration 83Q: 22 clusters Score -1.802824e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 170860 members 
Mstep: Class 3 contains 148993 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 157100 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63679 members 
Mstep: Class 10 contains 202690 members 
Mstep: Class 11 contains 149645 members 
Mstep: Class 12 contains 4125 members 
Mstep: Class 13 contains 11534 members 
Mstep: Class 14 contains 61542 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195109 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 164053 members 
Mstep: Class 19 contains 24498 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180283536.000000 Penalty: 73593.648438
Iteration 84Q: 22 clusters Score -1.802835e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 170937 members 
Mstep: Class 3 contains 149088 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 157051 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63736 members 
Mstep: Class 10 contains 202807 members 
Mstep: Class 11 contains 149516 members 
Mstep: Class 12 contains 4129 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 60487 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195045 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 164266 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180284592.000000 Penalty: 73593.648438
Iteration 85Q: 22 clusters Score -1.802846e+08 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 171003 members 
Mstep: Class 3 contains 149212 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 156971 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63794 members 
Mstep: Class 10 contains 202914 members 
Mstep: Class 11 contains 149352 members 
Mstep: Class 12 contains 4132 members 
Mstep: Class 13 contains 12204 members 
Mstep: Class 14 contains 59439 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195001 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 164518 members 
Mstep: Class 19 contains 25247 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180284496.000000 Penalty: 73593.648438
Iteration 86Q: 22 clusters Score -1.802845e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 171016 members 
Mstep: Class 3 contains 149297 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 5892 members 
Mstep: Class 6 contains 156936 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63865 members 
Mstep: Class 10 contains 203015 members 
Mstep: Class 11 contains 149173 members 
Mstep: Class 12 contains 4140 members 
Mstep: Class 13 contains 12613 members 
Mstep: Class 14 contains 58372 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195019 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 164787 members 
Mstep: Class 19 contains 25532 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180285360.000000 Penalty: 73593.648438
Iteration 87Q: 22 clusters Score -1.802854e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 171045 members 
Mstep: Class 3 contains 149423 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 156815 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63926 members 
Mstep: Class 10 contains 203065 members 
Mstep: Class 11 contains 149055 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 13113 members 
Mstep: Class 14 contains 57296 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195045 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 165021 members 
Mstep: Class 19 contains 25792 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180286144.000000 Penalty: 73593.648438
Iteration 88Q: 22 clusters Score -1.802861e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 171073 members 
Mstep: Class 3 contains 149587 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 156646 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 63969 members 
Mstep: Class 10 contains 203191 members 
Mstep: Class 11 contains 148993 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 56148 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195055 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 165259 members 
Mstep: Class 19 contains 25999 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180286768.000000 Penalty: 73593.648438
Iteration 89Q: 22 clusters Score -1.802868e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 171110 members 
Mstep: Class 3 contains 149764 members 
Mstep: Class 4 contains 4025 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 156563 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64026 members 
Mstep: Class 10 contains 203276 members 
Mstep: Class 11 contains 148913 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 55001 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195065 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 165471 members 
Mstep: Class 19 contains 26168 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180287248.000000 Penalty: 73593.648438
Iteration 90Q: 22 clusters Score -1.802872e+08 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 171163 members 
Mstep: Class 3 contains 149938 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 5939 members 
Mstep: Class 6 contains 156514 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64051 members 
Mstep: Class 10 contains 203292 members 
Mstep: Class 11 contains 148879 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 53880 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195059 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 165723 members 
Mstep: Class 19 contains 26298 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180287840.000000 Penalty: 73593.648438
Iteration 91Q: 22 clusters Score -1.802878e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 171169 members 
Mstep: Class 3 contains 150102 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 156501 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64071 members 
Mstep: Class 10 contains 203340 members 
Mstep: Class 11 contains 148824 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 15297 members 
Mstep: Class 14 contains 52725 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195043 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 165987 members 
Mstep: Class 19 contains 26402 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180288496.000000 Penalty: 73593.648438
Iteration 92Q: 22 clusters Score -1.802885e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 171135 members 
Mstep: Class 3 contains 150282 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 156529 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64081 members 
Mstep: Class 10 contains 203365 members 
Mstep: Class 11 contains 148753 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 15884 members 
Mstep: Class 14 contains 51625 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195048 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 166197 members 
Mstep: Class 19 contains 26521 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180289264.000000 Penalty: 73593.648438
Iteration 93Q: 22 clusters Score -1.802893e+08 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 171091 members 
Mstep: Class 3 contains 150443 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 156536 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64107 members 
Mstep: Class 10 contains 203428 members 
Mstep: Class 11 contains 148711 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 16518 members 
Mstep: Class 14 contains 50516 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195036 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 166381 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180290016.000000 Penalty: 73593.648438
Iteration 94Q: 22 clusters Score -1.8029e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 171080 members 
Mstep: Class 3 contains 150627 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 156602 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64123 members 
Mstep: Class 10 contains 203484 members 
Mstep: Class 11 contains 148605 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 49391 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195042 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 166566 members 
Mstep: Class 19 contains 26705 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180290448.000000 Penalty: 73593.648438
Iteration 95Q: 22 clusters Score -1.802904e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 171095 members 
Mstep: Class 3 contains 150787 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 156674 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64152 members 
Mstep: Class 10 contains 203506 members 
Mstep: Class 11 contains 148514 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 17737 members 
Mstep: Class 14 contains 48296 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195028 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 166756 members 
Mstep: Class 19 contains 26788 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180290832.000000 Penalty: 73593.648438
Iteration 96Q: 22 clusters Score -1.802908e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 171115 members 
Mstep: Class 3 contains 150927 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 156770 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64182 members 
Mstep: Class 10 contains 203499 members 
Mstep: Class 11 contains 148415 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 18348 members 
Mstep: Class 14 contains 47251 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 195014 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 166930 members 
Mstep: Class 19 contains 26857 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180291264.000000 Penalty: 73593.648438
Iteration 97Q: 22 clusters Score -1.802913e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 171153 members 
Mstep: Class 3 contains 151003 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 156821 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64209 members 
Mstep: Class 10 contains 203507 members 
Mstep: Class 11 contains 148361 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 18965 members 
Mstep: Class 14 contains 46257 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194996 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 167092 members 
Mstep: Class 19 contains 26930 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180291584.000000 Penalty: 73593.648438
Iteration 98Q: 22 clusters Score -1.802916e+08 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 171173 members 
Mstep: Class 3 contains 151155 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 156864 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64222 members 
Mstep: Class 10 contains 203510 members 
Mstep: Class 11 contains 148344 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 19532 members 
Mstep: Class 14 contains 45266 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194968 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 167263 members 
Mstep: Class 19 contains 26978 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292080.000000 Penalty: 73593.648438
Iteration 99Q: 22 clusters Score -1.802921e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 171181 members 
Mstep: Class 3 contains 151319 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 156905 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64217 members 
Mstep: Class 10 contains 203456 members 
Mstep: Class 11 contains 148299 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 44387 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194910 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 167438 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292656.000000 Penalty: 73593.648438
Iteration 100F: 22 clusters Score -1.802927e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 171207 members 
Mstep: Class 3 contains 151414 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 6 contains 156872 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64213 members 
Mstep: Class 10 contains 203366 members 
Mstep: Class 11 contains 148184 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 20985 members 
Mstep: Class 14 contains 43505 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194847 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167576 members 
Mstep: Class 19 contains 27070 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292976.000000 Penalty: 73593.648438
Iteration 101Q: 22 clusters Score -1.80293e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 171168 members 
Mstep: Class 3 contains 151575 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 156874 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64194 members 
Mstep: Class 10 contains 203219 members 
Mstep: Class 11 contains 148045 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 21953 members 
Mstep: Class 14 contains 42671 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194739 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167681 members 
Mstep: Class 19 contains 27113 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180293552.000000 Penalty: 73593.648438
Iteration 102Q: 22 clusters Score -1.802936e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 171119 members 
Mstep: Class 3 contains 151647 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 156865 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64175 members 
Mstep: Class 10 contains 203058 members 
Mstep: Class 11 contains 147925 members 
Mstep: Class 12 contains 4265 members 
Mstep: Class 13 contains 23029 members 
Mstep: Class 14 contains 41867 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194607 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167770 members 
Mstep: Class 19 contains 27147 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180293712.000000 Penalty: 73593.648438
Iteration 103Q: 22 clusters Score -1.802937e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 171025 members 
Mstep: Class 3 contains 151720 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 156822 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64178 members 
Mstep: Class 10 contains 202868 members 
Mstep: Class 11 contains 147771 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 24140 members 
Mstep: Class 14 contains 41162 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194455 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167852 members 
Mstep: Class 19 contains 27206 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294208.000000 Penalty: 73593.648438
Iteration 104Q: 22 clusters Score -1.802942e+08 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 170901 members 
Mstep: Class 3 contains 151794 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 156688 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64184 members 
Mstep: Class 10 contains 202678 members 
Mstep: Class 11 contains 147620 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 25355 members 
Mstep: Class 14 contains 40517 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194275 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167898 members 
Mstep: Class 19 contains 27254 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294688.000000 Penalty: 73593.648438
Iteration 105Q: 22 clusters Score -1.802947e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 170835 members 
Mstep: Class 3 contains 151882 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 156565 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64191 members 
Mstep: Class 10 contains 202500 members 
Mstep: Class 11 contains 147421 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 26562 members 
Mstep: Class 14 contains 39928 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 194094 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 167851 members 
Mstep: Class 19 contains 27321 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294752.000000 Penalty: 73593.648438
Iteration 106Q: 22 clusters Score -1.802948e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 170738 members 
Mstep: Class 3 contains 151924 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 156469 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64196 members 
Mstep: Class 10 contains 202271 members 
Mstep: Class 11 contains 147241 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 27829 members 
Mstep: Class 14 contains 39429 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 167772 members 
Mstep: Class 19 contains 27370 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294816.000000 Penalty: 73593.648438
Iteration 107Q: 22 clusters Score -1.802948e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 170624 members 
Mstep: Class 3 contains 151928 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 156333 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64203 members 
Mstep: Class 10 contains 202098 members 
Mstep: Class 11 contains 147036 members 
Mstep: Class 12 contains 4281 members 
Mstep: Class 13 contains 29140 members 
Mstep: Class 14 contains 38950 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 193629 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 167748 members 
Mstep: Class 19 contains 27413 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295104.000000 Penalty: 73593.648438
Iteration 108Q: 22 clusters Score -1.802951e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 170498 members 
Mstep: Class 3 contains 151906 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 156167 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64220 members 
Mstep: Class 10 contains 201938 members 
Mstep: Class 11 contains 146842 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 30546 members 
Mstep: Class 14 contains 38494 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 193343 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 167674 members 
Mstep: Class 19 contains 27464 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295792.000000 Penalty: 73593.648438
Iteration 109Q: 22 clusters Score -1.802958e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 170361 members 
Mstep: Class 3 contains 151855 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 156000 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64231 members 
Mstep: Class 10 contains 201733 members 
Mstep: Class 11 contains 146662 members 
Mstep: Class 12 contains 4287 members 
Mstep: Class 13 contains 32005 members 
Mstep: Class 14 contains 38107 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 193078 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 167520 members 
Mstep: Class 19 contains 27517 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295792.000000 Penalty: 73593.648438
Iteration 110Q: 22 clusters Score -1.802958e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 170178 members 
Mstep: Class 3 contains 151777 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 155833 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64253 members 
Mstep: Class 10 contains 201501 members 
Mstep: Class 11 contains 146445 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 33562 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192813 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 167334 members 
Mstep: Class 19 contains 27583 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295456.000000 Penalty: 73593.648438
Iteration 111Q: 22 clusters Score -1.802955e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 170028 members 
Mstep: Class 3 contains 151720 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 155570 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64279 members 
Mstep: Class 10 contains 201231 members 
Mstep: Class 11 contains 146212 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 35221 members 
Mstep: Class 14 contains 37469 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192560 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 167077 members 
Mstep: Class 19 contains 27637 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296128.000000 Penalty: 73593.648438
Iteration 112Q: 22 clusters Score -1.802961e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 169932 members 
Mstep: Class 3 contains 151662 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 5874 members 
Mstep: Class 6 contains 155344 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64302 members 
Mstep: Class 10 contains 200921 members 
Mstep: Class 11 contains 146009 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 36789 members 
Mstep: Class 14 contains 37222 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192310 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 166773 members 
Mstep: Class 19 contains 27689 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296592.000000 Penalty: 73593.648438
Iteration 113Q: 22 clusters Score -1.802966e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 169840 members 
Mstep: Class 3 contains 151620 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 155066 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64319 members 
Mstep: Class 10 contains 200643 members 
Mstep: Class 11 contains 145814 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 38358 members 
Mstep: Class 14 contains 36969 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 192064 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 166492 members 
Mstep: Class 19 contains 27731 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297056.000000 Penalty: 73593.648438
Iteration 114Q: 22 clusters Score -1.802971e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 169787 members 
Mstep: Class 3 contains 151567 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 154740 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64342 members 
Mstep: Class 10 contains 200407 members 
Mstep: Class 11 contains 145659 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 39890 members 
Mstep: Class 14 contains 36715 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 191853 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 166154 members 
Mstep: Class 19 contains 27752 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296960.000000 Penalty: 73593.648438
Iteration 115Q: 22 clusters Score -1.80297e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 169716 members 
Mstep: Class 3 contains 151565 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 154390 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64351 members 
Mstep: Class 10 contains 200219 members 
Mstep: Class 11 contains 145561 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 36491 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 191650 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 165824 members 
Mstep: Class 19 contains 27780 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297424.000000 Penalty: 73593.648438
Iteration 116Q: 22 clusters Score -1.802974e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 169676 members 
Mstep: Class 3 contains 151571 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 154017 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64380 members 
Mstep: Class 10 contains 200055 members 
Mstep: Class 11 contains 145407 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 42620 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 191411 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 165541 members 
Mstep: Class 19 contains 27834 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297696.000000 Penalty: 73593.648438
Iteration 117Q: 22 clusters Score -1.802977e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 169649 members 
Mstep: Class 3 contains 151558 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 153654 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64405 members 
Mstep: Class 10 contains 199947 members 
Mstep: Class 11 contains 145268 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 43837 members 
Mstep: Class 14 contains 36065 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 191184 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 165277 members 
Mstep: Class 19 contains 27888 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297776.000000 Penalty: 73593.648438
Iteration 118Q: 22 clusters Score -1.802978e+08 nChanged 3414
Entering ConstructFrom: 
Score: -180297776.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -130113.578125 Penalty: 1722.133545
	Iteration 0F: 2 clusters Score -130113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128155.296875 Penalty: 3444.267090
	Iteration 0F: 3 clusters Score -128155.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128465.593750 Penalty: 3444.267090
	Iteration 1F: 3 clusters Score -128465.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128546.414062 Penalty: 3444.267090
	Iteration 2F: 3 clusters Score -128546.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128591.820312 Penalty: 3444.267090
	Iteration 3Q: 3 clusters Score -128591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128622.992188 Penalty: 3444.267090
	Iteration 4Q: 3 clusters Score -128623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128649.671875 Penalty: 3444.267090
	Iteration 5Q: 3 clusters Score -128649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128678.046875 Penalty: 3444.267090
	Iteration 6Q: 3 clusters Score -128678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128695.671875 Penalty: 3444.267090
	Iteration 7Q: 3 clusters Score -128695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128713.593750 Penalty: 3444.267090
	Iteration 8Q: 3 clusters Score -128713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128729.195312 Penalty: 3444.267090
	Iteration 9Q: 3 clusters Score -128729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128746.078125 Penalty: 3444.267090
	Iteration 10Q: 3 clusters Score -128746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128761.078125 Penalty: 3444.267090
	Iteration 11Q: 3 clusters Score -128761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128773.328125 Penalty: 3444.267090
	Iteration 12Q: 3 clusters Score -128773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128783.835938 Penalty: 3444.267090
	Iteration 13Q: 3 clusters Score -128783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128794.796875 Penalty: 3444.267090
	Iteration 14Q: 3 clusters Score -128794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128805.695312 Penalty: 3444.267090
	Iteration 15Q: 3 clusters Score -128805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128813.968750 Penalty: 3444.267090
	Iteration 16Q: 3 clusters Score -128814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128816.882812 Penalty: 3444.267090
	Iteration 17Q: 3 clusters Score -128816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128821.953125 Penalty: 3444.267090
	Iteration 18Q: 3 clusters Score -128822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128828.414062 Penalty: 3444.267090
	Iteration 19Q: 3 clusters Score -128828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128835.109375 Penalty: 3444.267090
	Iteration 20F: 3 clusters Score -128835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128840.960938 Penalty: 3444.267090
	Iteration 21Q: 3 clusters Score -128841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128843.453125 Penalty: 3444.267090
	Iteration 22Q: 3 clusters Score -128843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128844.062500 Penalty: 3444.267090
	Iteration 23Q: 3 clusters Score -128844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128844.062500 Penalty: 3444.267090
	Iteration 24F: 3 clusters Score -128844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (169609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Entering Unmasked Estep 
Score: -22863006.000000 Penalty: 2986.230225
	Iteration 0F: 2 clusters Score -2.286301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -22754228.000000 Penalty: 5972.460449
	Iteration 0F: 3 clusters Score -2.275423e+07 nChanged 81211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -22800674.000000 Penalty: 5972.460449
	Iteration 1F: 3 clusters Score -2.280067e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -22801552.000000 Penalty: 5972.460449
	Iteration 2Q: 3 clusters Score -2.280155e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -22802532.000000 Penalty: 5972.460449
	Iteration 3Q: 3 clusters Score -2.280253e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -22803694.000000 Penalty: 5972.460449
	Iteration 4Q: 3 clusters Score -2.280369e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -22805184.000000 Penalty: 5972.460449
	Iteration 5Q: 3 clusters Score -2.280518e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -22807240.000000 Penalty: 5972.460449
	Iteration 6Q: 3 clusters Score -2.280724e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -22810132.000000 Penalty: 5972.460449
	Iteration 7Q: 3 clusters Score -2.281013e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -22814772.000000 Penalty: 5972.460449
	Iteration 8Q: 3 clusters Score -2.281477e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -22821266.000000 Penalty: 5972.460449
	Iteration 9F: 3 clusters Score -2.282127e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -22829420.000000 Penalty: 5972.460449
	Iteration 10F: 3 clusters Score -2.282942e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -22837830.000000 Penalty: 5972.460449
	Iteration 11F: 3 clusters Score -2.283783e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -22844118.000000 Penalty: 5972.460449
	Iteration 12F: 3 clusters Score -2.284412e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -22848640.000000 Penalty: 5972.460449
	Iteration 13Q: 3 clusters Score -2.284864e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138889 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -22851218.000000 Penalty: 5972.460449
	Iteration 14Q: 3 clusters Score -2.285122e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -22852822.000000 Penalty: 5972.460449
	Iteration 15Q: 3 clusters Score -2.285282e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -22853982.000000 Penalty: 5972.460449
	Iteration 16Q: 3 clusters Score -2.285398e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -22855020.000000 Penalty: 5972.460449
	Iteration 17Q: 3 clusters Score -2.285502e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -22855876.000000 Penalty: 5972.460449
	Iteration 18Q: 3 clusters Score -2.285588e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151200 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -22856452.000000 Penalty: 5972.460449
	Iteration 19Q: 3 clusters Score -2.285645e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -22856860.000000 Penalty: 5972.460449
	Iteration 20F: 3 clusters Score -2.285686e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154498 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -22857122.000000 Penalty: 5972.460449
	Iteration 21Q: 3 clusters Score -2.285712e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -22857502.000000 Penalty: 5972.460449
	Iteration 22Q: 3 clusters Score -2.28575e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -22857834.000000 Penalty: 5972.460449
	Iteration 23Q: 3 clusters Score -2.285783e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -22858164.000000 Penalty: 5972.460449
	Iteration 24Q: 3 clusters Score -2.285816e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159420 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -22858398.000000 Penalty: 5972.460449
	Iteration 25Q: 3 clusters Score -2.28584e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160344 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -22858566.000000 Penalty: 5972.460449
	Iteration 26Q: 3 clusters Score -2.285857e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161221 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -22858784.000000 Penalty: 5972.460449
	Iteration 27Q: 3 clusters Score -2.285878e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -22859046.000000 Penalty: 5972.460449
	Iteration 28Q: 3 clusters Score -2.285905e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162662 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -22859196.000000 Penalty: 5972.460449
	Iteration 29Q: 3 clusters Score -2.28592e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -22859254.000000 Penalty: 5972.460449
	Iteration 30Q: 3 clusters Score -2.285925e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -22859362.000000 Penalty: 5972.460449
	Iteration 31Q: 3 clusters Score -2.285936e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -22859478.000000 Penalty: 5972.460449
	Iteration 32Q: 3 clusters Score -2.285948e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -22859582.000000 Penalty: 5972.460449
	Iteration 33Q: 3 clusters Score -2.285958e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -22859672.000000 Penalty: 5972.460449
	Iteration 34Q: 3 clusters Score -2.285967e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -22859698.000000 Penalty: 5972.460449
	Iteration 35Q: 3 clusters Score -2.28597e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -22859732.000000 Penalty: 5972.460449
	Iteration 36Q: 3 clusters Score -2.285973e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -22859788.000000 Penalty: 5972.460449
	Iteration 37Q: 3 clusters Score -2.285979e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -22859870.000000 Penalty: 5972.460449
	Iteration 38Q: 3 clusters Score -2.285987e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -22859926.000000 Penalty: 5972.460449
	Iteration 39Q: 3 clusters Score -2.285993e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22859976.000000 Penalty: 5972.460449
	Iteration 40F: 3 clusters Score -2.285998e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22860010.000000 Penalty: 5972.460449
	Iteration 41Q: 3 clusters Score -2.286001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22860094.000000 Penalty: 5972.460449
	Iteration 42Q: 3 clusters Score -2.286009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22860102.000000 Penalty: 5972.460449
	Iteration 43Q: 3 clusters Score -2.28601e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22860122.000000 Penalty: 5972.460449
	Iteration 44Q: 3 clusters Score -2.286012e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22860176.000000 Penalty: 5972.460449
	Iteration 45Q: 3 clusters Score -2.286018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22860176.000000 Penalty: 5972.460449
	Iteration 46Q: 3 clusters Score -2.286018e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22860194.000000 Penalty: 5972.460449
	Iteration 47Q: 3 clusters Score -2.286019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22860238.000000 Penalty: 5972.460449
	Iteration 48Q: 3 clusters Score -2.286024e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167079 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -22860286.000000 Penalty: 5972.460449
	Iteration 49Q: 3 clusters Score -2.286029e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22860298.000000 Penalty: 5972.460449
	Iteration 50Q: 3 clusters Score -2.28603e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -22860368.000000 Penalty: 5972.460449
	Iteration 51Q: 3 clusters Score -2.286037e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22860400.000000 Penalty: 5972.460449
	Iteration 52Q: 3 clusters Score -2.28604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22860410.000000 Penalty: 5972.460449
	Iteration 53Q: 3 clusters Score -2.286041e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -22860442.000000 Penalty: 5972.460449
	Iteration 54Q: 3 clusters Score -2.286044e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22860452.000000 Penalty: 5972.460449
	Iteration 55Q: 3 clusters Score -2.286045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22860472.000000 Penalty: 5972.460449
	Iteration 56Q: 3 clusters Score -2.286047e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22860504.000000 Penalty: 5972.460449
	Iteration 57Q: 3 clusters Score -2.28605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22860526.000000 Penalty: 5972.460449
	Iteration 58Q: 3 clusters Score -2.286053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167584 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22860514.000000 Penalty: 5972.460449
	Iteration 59Q: 3 clusters Score -2.286051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22860518.000000 Penalty: 5972.460449
	Iteration 60F: 3 clusters Score -2.286052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -22860532.000000 Penalty: 5972.460449
	Iteration 61Q: 3 clusters Score -2.286053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22860530.000000 Penalty: 5972.460449
	Iteration 62Q: 3 clusters Score -2.286053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22860554.000000 Penalty: 5972.460449
	Iteration 63Q: 3 clusters Score -2.286055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -22860558.000000 Penalty: 5972.460449
	Iteration 64Q: 3 clusters Score -2.286056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167691 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22860562.000000 Penalty: 5972.460449
	Iteration 65Q: 3 clusters Score -2.286056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22860550.000000 Penalty: 5972.460449
	Iteration 66Q: 3 clusters Score -2.286055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167724 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22860554.000000 Penalty: 5972.460449
	Iteration 67Q: 3 clusters Score -2.286055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22860574.000000 Penalty: 5972.460449
	Iteration 68Q: 3 clusters Score -2.286057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -22860582.000000 Penalty: 5972.460449
	Iteration 69Q: 3 clusters Score -2.286058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22860588.000000 Penalty: 5972.460449
	Iteration 70Q: 3 clusters Score -2.286059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22860600.000000 Penalty: 5972.460449
	Iteration 71Q: 3 clusters Score -2.28606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167768 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22860604.000000 Penalty: 5972.460449
	Iteration 72Q: 3 clusters Score -2.28606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -22860604.000000 Penalty: 5972.460449
	Iteration 73Q: 3 clusters Score -2.28606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22860600.000000 Penalty: 5972.460449
	Iteration 74Q: 3 clusters Score -2.28606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -22860620.000000 Penalty: 5972.460449
	Iteration 75Q: 3 clusters Score -2.286062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22860606.000000 Penalty: 5972.460449
	Iteration 76Q: 3 clusters Score -2.286061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22860602.000000 Penalty: 5972.460449
	Iteration 77Q: 3 clusters Score -2.28606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22860592.000000 Penalty: 5972.460449
	Iteration 78Q: 3 clusters Score -2.286059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167804 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22860608.000000 Penalty: 5972.460449
	Iteration 79Q: 3 clusters Score -2.286061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22860604.000000 Penalty: 5972.460449
	Iteration 80F: 3 clusters Score -2.28606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (151527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151527 members 
Entering Unmasked Estep 
Score: -20283396.000000 Penalty: 2958.272705
	Iteration 0F: 2 clusters Score -2.02834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -20183428.000000 Penalty: 5916.545410
	Iteration 0F: 3 clusters Score -2.018343e+07 nChanged 72835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -20226024.000000 Penalty: 5916.545410
	Iteration 1F: 3 clusters Score -2.022602e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -20227212.000000 Penalty: 5916.545410
	Iteration 2Q: 3 clusters Score -2.022721e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -20229048.000000 Penalty: 5916.545410
	Iteration 3Q: 3 clusters Score -2.022905e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -20231106.000000 Penalty: 5916.545410
	Iteration 4Q: 3 clusters Score -2.023111e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -20234138.000000 Penalty: 5916.545410
	Iteration 5Q: 3 clusters Score -2.023414e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -20238380.000000 Penalty: 5916.545410
	Iteration 6F: 3 clusters Score -2.023838e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -20244596.000000 Penalty: 5916.545410
	Iteration 7F: 3 clusters Score -2.02446e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -20252976.000000 Penalty: 5916.545410
	Iteration 8F: 3 clusters Score -2.025298e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -20261208.000000 Penalty: 5916.545410
	Iteration 9F: 3 clusters Score -2.026121e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -20265866.000000 Penalty: 5916.545410
	Iteration 10F: 3 clusters Score -2.026587e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -20267904.000000 Penalty: 5916.545410
	Iteration 11Q: 3 clusters Score -2.02679e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -20268994.000000 Penalty: 5916.545410
	Iteration 12Q: 3 clusters Score -2.026899e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -20269966.000000 Penalty: 5916.545410
	Iteration 13Q: 3 clusters Score -2.026997e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -20270706.000000 Penalty: 5916.545410
	Iteration 14Q: 3 clusters Score -2.027071e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -20271536.000000 Penalty: 5916.545410
	Iteration 15Q: 3 clusters Score -2.027154e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -20272376.000000 Penalty: 5916.545410
	Iteration 16Q: 3 clusters Score -2.027238e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -20273080.000000 Penalty: 5916.545410
	Iteration 17Q: 3 clusters Score -2.027308e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -20273844.000000 Penalty: 5916.545410
	Iteration 18Q: 3 clusters Score -2.027384e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -20274372.000000 Penalty: 5916.545410
	Iteration 19Q: 3 clusters Score -2.027437e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113178 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -20274922.000000 Penalty: 5916.545410
	Iteration 20F: 3 clusters Score -2.027492e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -20275372.000000 Penalty: 5916.545410
	Iteration 21Q: 3 clusters Score -2.027537e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -20275776.000000 Penalty: 5916.545410
	Iteration 22Q: 3 clusters Score -2.027578e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -20276134.000000 Penalty: 5916.545410
	Iteration 23Q: 3 clusters Score -2.027613e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -20276534.000000 Penalty: 5916.545410
	Iteration 24Q: 3 clusters Score -2.027653e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -20276964.000000 Penalty: 5916.545410
	Iteration 25Q: 3 clusters Score -2.027696e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -20277386.000000 Penalty: 5916.545410
	Iteration 26Q: 3 clusters Score -2.027739e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123560 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -20277780.000000 Penalty: 5916.545410
	Iteration 27Q: 3 clusters Score -2.027778e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -20278150.000000 Penalty: 5916.545410
	Iteration 28Q: 3 clusters Score -2.027815e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -20278478.000000 Penalty: 5916.545410
	Iteration 29Q: 3 clusters Score -2.027848e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -20278904.000000 Penalty: 5916.545410
	Iteration 30Q: 3 clusters Score -2.02789e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -20279166.000000 Penalty: 5916.545410
	Iteration 31Q: 3 clusters Score -2.027917e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -20279432.000000 Penalty: 5916.545410
	Iteration 32Q: 3 clusters Score -2.027943e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -20279836.000000 Penalty: 5916.545410
	Iteration 33Q: 3 clusters Score -2.027984e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -20280106.000000 Penalty: 5916.545410
	Iteration 34Q: 3 clusters Score -2.028011e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -20280400.000000 Penalty: 5916.545410
	Iteration 35Q: 3 clusters Score -2.02804e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134222 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -20280732.000000 Penalty: 5916.545410
	Iteration 36Q: 3 clusters Score -2.028073e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -20280910.000000 Penalty: 5916.545410
	Iteration 37Q: 3 clusters Score -2.028091e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -20281000.000000 Penalty: 5916.545410
	Iteration 38Q: 3 clusters Score -2.0281e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137189 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -20281162.000000 Penalty: 5916.545410
	Iteration 39Q: 3 clusters Score -2.028116e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138145 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -20281308.000000 Penalty: 5916.545410
	Iteration 40F: 3 clusters Score -2.028131e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -20281530.000000 Penalty: 5916.545410
	Iteration 41Q: 3 clusters Score -2.028153e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139824 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -20281614.000000 Penalty: 5916.545410
	Iteration 42Q: 3 clusters Score -2.028161e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -20281758.000000 Penalty: 5916.545410
	Iteration 43Q: 3 clusters Score -2.028176e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -20281826.000000 Penalty: 5916.545410
	Iteration 44Q: 3 clusters Score -2.028183e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142084 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -20281928.000000 Penalty: 5916.545410
	Iteration 45Q: 3 clusters Score -2.028193e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -20281900.000000 Penalty: 5916.545410
	Iteration 46Q: 3 clusters Score -2.02819e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -20281842.000000 Penalty: 5916.545410
	Iteration 47Q: 3 clusters Score -2.028184e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -20281922.000000 Penalty: 5916.545410
	Iteration 48Q: 3 clusters Score -2.028192e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -20281984.000000 Penalty: 5916.545410
	Iteration 49Q: 3 clusters Score -2.028198e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -20281962.000000 Penalty: 5916.545410
	Iteration 50Q: 3 clusters Score -2.028196e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -20281976.000000 Penalty: 5916.545410
	Iteration 51Q: 3 clusters Score -2.028198e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -20282002.000000 Penalty: 5916.545410
	Iteration 52Q: 3 clusters Score -2.0282e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -20282042.000000 Penalty: 5916.545410
	Iteration 53Q: 3 clusters Score -2.028204e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -20282000.000000 Penalty: 5916.545410
	Iteration 54Q: 3 clusters Score -2.0282e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146753 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -20281994.000000 Penalty: 5916.545410
	Iteration 55Q: 3 clusters Score -2.028199e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20282006.000000 Penalty: 5916.545410
	Iteration 56Q: 3 clusters Score -2.028201e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -20282000.000000 Penalty: 5916.545410
	Iteration 57Q: 3 clusters Score -2.0282e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -20282012.000000 Penalty: 5916.545410
	Iteration 58Q: 3 clusters Score -2.028201e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -20282070.000000 Penalty: 5916.545410
	Iteration 59Q: 3 clusters Score -2.028207e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -20282030.000000 Penalty: 5916.545410
	Iteration 60F: 3 clusters Score -2.028203e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148184 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20282022.000000 Penalty: 5916.545410
	Iteration 61Q: 3 clusters Score -2.028202e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -20282016.000000 Penalty: 5916.545410
	Iteration 62Q: 3 clusters Score -2.028202e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -20281986.000000 Penalty: 5916.545410
	Iteration 63Q: 3 clusters Score -2.028199e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -20282000.000000 Penalty: 5916.545410
	Iteration 64Q: 3 clusters Score -2.0282e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -20281980.000000 Penalty: 5916.545410
	Iteration 65Q: 3 clusters Score -2.028198e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -20281958.000000 Penalty: 5916.545410
	Iteration 66Q: 3 clusters Score -2.028196e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -20281956.000000 Penalty: 5916.545410
	Iteration 67Q: 3 clusters Score -2.028196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20281936.000000 Penalty: 5916.545410
	Iteration 68Q: 3 clusters Score -2.028194e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148903 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20281990.000000 Penalty: 5916.545410
	Iteration 69Q: 3 clusters Score -2.028199e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148958 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20281980.000000 Penalty: 5916.545410
	Iteration 70Q: 3 clusters Score -2.028198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20281980.000000 Penalty: 5916.545410
	Iteration 71Q: 3 clusters Score -2.028198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -20281988.000000 Penalty: 5916.545410
	Iteration 72Q: 3 clusters Score -2.028199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20281978.000000 Penalty: 5916.545410
	Iteration 73Q: 3 clusters Score -2.028198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20281998.000000 Penalty: 5916.545410
	Iteration 74Q: 3 clusters Score -2.0282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20281976.000000 Penalty: 5916.545410
	Iteration 75Q: 3 clusters Score -2.028198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -20281978.000000 Penalty: 5916.545410
	Iteration 76Q: 3 clusters Score -2.028198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20281962.000000 Penalty: 5916.545410
	Iteration 77Q: 3 clusters Score -2.028196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20281970.000000 Penalty: 5916.545410
	Iteration 78Q: 3 clusters Score -2.028197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -20281958.000000 Penalty: 5916.545410
	Iteration 79Q: 3 clusters Score -2.028196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -20281970.000000 Penalty: 5916.545410
	Iteration 80F: 3 clusters Score -2.028197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20281958.000000 Penalty: 5916.545410
	Iteration 81Q: 3 clusters Score -2.028196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149283 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20281966.000000 Penalty: 5916.545410
	Iteration 82Q: 3 clusters Score -2.028197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -20281984.000000 Penalty: 5916.545410
	Iteration 83Q: 3 clusters Score -2.028198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -20281990.000000 Penalty: 5916.545410
	Iteration 84Q: 3 clusters Score -2.028199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20281978.000000 Penalty: 5916.545410
	Iteration 85Q: 3 clusters Score -2.028198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20281970.000000 Penalty: 5916.545410
	Iteration 86Q: 3 clusters Score -2.028197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20281978.000000 Penalty: 5916.545410
	Iteration 87Q: 3 clusters Score -2.028198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20281952.000000 Penalty: 5916.545410
	Iteration 88Q: 3 clusters Score -2.028195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20281950.000000 Penalty: 5916.545410
	Iteration 89Q: 3 clusters Score -2.028195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20281950.000000 Penalty: 5916.545410
	Iteration 90Q: 3 clusters Score -2.028195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20281954.000000 Penalty: 5916.545410
	Iteration 91Q: 3 clusters Score -2.028195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20281940.000000 Penalty: 5916.545410
	Iteration 92Q: 3 clusters Score -2.028194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20281932.000000 Penalty: 5916.545410
	Iteration 93Q: 3 clusters Score -2.028193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20281948.000000 Penalty: 5916.545410
	Iteration 94Q: 3 clusters Score -2.028195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149439 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20281952.000000 Penalty: 5916.545410
	Iteration 95Q: 3 clusters Score -2.028195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20281938.000000 Penalty: 5916.545410
	Iteration 96Q: 3 clusters Score -2.028194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -20281950.000000 Penalty: 5916.545410
	Iteration 97Q: 3 clusters Score -2.028195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20281934.000000 Penalty: 5916.545410
	Iteration 98Q: 3 clusters Score -2.028193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20281928.000000 Penalty: 5916.545410
	Iteration 99Q: 3 clusters Score -2.028193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -20281934.000000 Penalty: 5916.545410
	Iteration 100F: 3 clusters Score -2.028193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -20281940.000000 Penalty: 5916.545410
	Iteration 101Q: 3 clusters Score -2.028194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20281940.000000 Penalty: 5916.545410
	Iteration 102Q: 3 clusters Score -2.028194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -20281930.000000 Penalty: 5916.545410
	Iteration 103Q: 3 clusters Score -2.028193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20281938.000000 Penalty: 5916.545410
	Iteration 104Q: 3 clusters Score -2.028194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -20281938.000000 Penalty: 5916.545410
	Iteration 105Q: 3 clusters Score -2.028194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20281938.000000 Penalty: 5916.545410
	Iteration 106Q: 3 clusters Score -2.028194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20281932.000000 Penalty: 5916.545410
	Iteration 107Q: 3 clusters Score -2.028193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20281944.000000 Penalty: 5916.545410
	Iteration 108Q: 3 clusters Score -2.028194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20281944.000000 Penalty: 5916.545410
	Iteration 109F: 3 clusters Score -2.028194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -589981.500000 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -589981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -585669.375000 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -585669.4 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -586644.437500 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -586644.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -586843.000000 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -586843 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -587005.312500 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -587005.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -587139.375000 Penalty: 4195.523438
	Iteration 4Q: 3 clusters Score -587139.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -587239.500000 Penalty: 4195.523438
	Iteration 5Q: 3 clusters Score -587239.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -587322.437500 Penalty: 4195.523438
	Iteration 6Q: 3 clusters Score -587322.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -587389.750000 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -587389.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -587433.875000 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -587433.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -587472.000000 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -587472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -587517.875000 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -587517.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -587560.937500 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -587560.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -587597.250000 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -587597.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -587641.312500 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -587641.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -587671.875000 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -587671.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -587706.562500 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -587706.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -587735.750000 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -587735.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -587770.125000 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -587770.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -587799.812500 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -587799.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -587832.375000 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -587832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -587852.250000 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -587852.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -587873.250000 Penalty: 4195.523438
	Iteration 21Q: 3 clusters Score -587873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -587887.000000 Penalty: 4195.523438
	Iteration 22Q: 3 clusters Score -587887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -587901.125000 Penalty: 4195.523438
	Iteration 23Q: 3 clusters Score -587901.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -587914.750000 Penalty: 4195.523438
	Iteration 24Q: 3 clusters Score -587914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -587930.375000 Penalty: 4195.523438
	Iteration 25Q: 3 clusters Score -587930.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -587942.437500 Penalty: 4195.523438
	Iteration 26Q: 3 clusters Score -587942.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -587958.937500 Penalty: 4195.523438
	Iteration 27Q: 3 clusters Score -587958.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -587975.437500 Penalty: 4195.523438
	Iteration 28Q: 3 clusters Score -587975.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -587994.000000 Penalty: 4195.523438
	Iteration 29Q: 3 clusters Score -587994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -588009.062500 Penalty: 4195.523438
	Iteration 30Q: 3 clusters Score -588009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -588021.375000 Penalty: 4195.523438
	Iteration 31Q: 3 clusters Score -588021.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -588031.562500 Penalty: 4195.523438
	Iteration 32Q: 3 clusters Score -588031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -588038.750000 Penalty: 4195.523438
	Iteration 33Q: 3 clusters Score -588038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -588043.375000 Penalty: 4195.523438
	Iteration 34Q: 3 clusters Score -588043.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -588052.125000 Penalty: 4195.523438
	Iteration 35Q: 3 clusters Score -588052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -588059.250000 Penalty: 4195.523438
	Iteration 36Q: 3 clusters Score -588059.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -588068.812500 Penalty: 4195.523438
	Iteration 37Q: 3 clusters Score -588068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -588077.562500 Penalty: 4195.523438
	Iteration 38Q: 3 clusters Score -588077.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -588086.125000 Penalty: 4195.523438
	Iteration 39Q: 3 clusters Score -588086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -588094.187500 Penalty: 4195.523438
	Iteration 40F: 3 clusters Score -588094.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -588102.375000 Penalty: 4195.523438
	Iteration 41Q: 3 clusters Score -588102.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -588113.562500 Penalty: 4195.523438
	Iteration 42Q: 3 clusters Score -588113.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -588120.687500 Penalty: 4195.523438
	Iteration 43Q: 3 clusters Score -588120.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -588126.562500 Penalty: 4195.523438
	Iteration 44Q: 3 clusters Score -588126.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -588130.375000 Penalty: 4195.523438
	Iteration 45Q: 3 clusters Score -588130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -588135.187500 Penalty: 4195.523438
	Iteration 46Q: 3 clusters Score -588135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -588139.125000 Penalty: 4195.523438
	Iteration 47Q: 3 clusters Score -588139.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -588141.500000 Penalty: 4195.523438
	Iteration 48Q: 3 clusters Score -588141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -588141.937500 Penalty: 4195.523438
	Iteration 49Q: 3 clusters Score -588141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -588144.187500 Penalty: 4195.523438
	Iteration 50Q: 3 clusters Score -588144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -588145.062500 Penalty: 4195.523438
	Iteration 51Q: 3 clusters Score -588145.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588144.562500 Penalty: 4195.523438
	Iteration 52Q: 3 clusters Score -588144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588146.312500 Penalty: 4195.523438
	Iteration 53Q: 3 clusters Score -588146.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -588149.750000 Penalty: 4195.523438
	Iteration 54Q: 3 clusters Score -588149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -588150.312500 Penalty: 4195.523438
	Iteration 55Q: 3 clusters Score -588150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -588151.437500 Penalty: 4195.523438
	Iteration 56Q: 3 clusters Score -588151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588153.375000 Penalty: 4195.523438
	Iteration 57Q: 3 clusters Score -588153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -588154.937500 Penalty: 4195.523438
	Iteration 58Q: 3 clusters Score -588154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -588155.625000 Penalty: 4195.523438
	Iteration 59Q: 3 clusters Score -588155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -588158.437500 Penalty: 4195.523438
	Iteration 60F: 3 clusters Score -588158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -588159.625000 Penalty: 4195.523438
	Iteration 61Q: 3 clusters Score -588159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -588159.187500 Penalty: 4195.523438
	Iteration 62Q: 3 clusters Score -588159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -588160.750000 Penalty: 4195.523438
	Iteration 63Q: 3 clusters Score -588160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -588161.937500 Penalty: 4195.523438
	Iteration 64Q: 3 clusters Score -588161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -588161.937500 Penalty: 4195.523438
	Iteration 65F: 3 clusters Score -588161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -774123.312500 Penalty: 2150.479004
	Iteration 0F: 2 clusters Score -774123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -769066.562500 Penalty: 4300.958008
	Iteration 0F: 3 clusters Score -769066.6 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -770290.562500 Penalty: 4300.958008
	Iteration 1F: 3 clusters Score -770290.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -770522.250000 Penalty: 4300.958008
	Iteration 2F: 3 clusters Score -770522.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -770679.937500 Penalty: 4300.958008
	Iteration 3F: 3 clusters Score -770679.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -770771.187500 Penalty: 4300.958008
	Iteration 4Q: 3 clusters Score -770771.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -770831.812500 Penalty: 4300.958008
	Iteration 5Q: 3 clusters Score -770831.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -770876.875000 Penalty: 4300.958008
	Iteration 6Q: 3 clusters Score -770876.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -770910.937500 Penalty: 4300.958008
	Iteration 7Q: 3 clusters Score -770910.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -770941.875000 Penalty: 4300.958008
	Iteration 8Q: 3 clusters Score -770941.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -770975.437500 Penalty: 4300.958008
	Iteration 9Q: 3 clusters Score -770975.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -771010.625000 Penalty: 4300.958008
	Iteration 10Q: 3 clusters Score -771010.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -771044.187500 Penalty: 4300.958008
	Iteration 11Q: 3 clusters Score -771044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -771079.125000 Penalty: 4300.958008
	Iteration 12Q: 3 clusters Score -771079.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -771107.750000 Penalty: 4300.958008
	Iteration 13Q: 3 clusters Score -771107.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -771133.312500 Penalty: 4300.958008
	Iteration 14Q: 3 clusters Score -771133.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -771162.687500 Penalty: 4300.958008
	Iteration 15Q: 3 clusters Score -771162.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -771194.500000 Penalty: 4300.958008
	Iteration 16Q: 3 clusters Score -771194.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -771231.000000 Penalty: 4300.958008
	Iteration 17Q: 3 clusters Score -771231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -771258.687500 Penalty: 4300.958008
	Iteration 18Q: 3 clusters Score -771258.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -771291.437500 Penalty: 4300.958008
	Iteration 19Q: 3 clusters Score -771291.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -771340.937500 Penalty: 4300.958008
	Iteration 20F: 3 clusters Score -771340.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -771391.750000 Penalty: 4300.958008
	Iteration 21Q: 3 clusters Score -771391.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -771432.687500 Penalty: 4300.958008
	Iteration 22Q: 3 clusters Score -771432.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -771477.875000 Penalty: 4300.958008
	Iteration 23Q: 3 clusters Score -771477.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -771520.812500 Penalty: 4300.958008
	Iteration 24Q: 3 clusters Score -771520.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -771563.062500 Penalty: 4300.958008
	Iteration 25Q: 3 clusters Score -771563.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -771604.375000 Penalty: 4300.958008
	Iteration 26Q: 3 clusters Score -771604.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -771647.312500 Penalty: 4300.958008
	Iteration 27Q: 3 clusters Score -771647.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -771696.625000 Penalty: 4300.958008
	Iteration 28Q: 3 clusters Score -771696.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -771735.312500 Penalty: 4300.958008
	Iteration 29Q: 3 clusters Score -771735.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -771775.750000 Penalty: 4300.958008
	Iteration 30Q: 3 clusters Score -771775.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -771803.187500 Penalty: 4300.958008
	Iteration 31Q: 3 clusters Score -771803.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -771829.312500 Penalty: 4300.958008
	Iteration 32Q: 3 clusters Score -771829.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -771863.250000 Penalty: 4300.958008
	Iteration 33Q: 3 clusters Score -771863.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -771897.187500 Penalty: 4300.958008
	Iteration 34Q: 3 clusters Score -771897.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -771927.500000 Penalty: 4300.958008
	Iteration 35Q: 3 clusters Score -771927.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -771973.312500 Penalty: 4300.958008
	Iteration 36Q: 3 clusters Score -771973.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -772016.375000 Penalty: 4300.958008
	Iteration 37Q: 3 clusters Score -772016.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -772052.187500 Penalty: 4300.958008
	Iteration 38Q: 3 clusters Score -772052.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -772078.375000 Penalty: 4300.958008
	Iteration 39Q: 3 clusters Score -772078.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -772097.187500 Penalty: 4300.958008
	Iteration 40F: 3 clusters Score -772097.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -772123.187500 Penalty: 4300.958008
	Iteration 41Q: 3 clusters Score -772123.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -772145.187500 Penalty: 4300.958008
	Iteration 42Q: 3 clusters Score -772145.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -772166.312500 Penalty: 4300.958008
	Iteration 43Q: 3 clusters Score -772166.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -772187.062500 Penalty: 4300.958008
	Iteration 44Q: 3 clusters Score -772187.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -772194.562500 Penalty: 4300.958008
	Iteration 45Q: 3 clusters Score -772194.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -772205.125000 Penalty: 4300.958008
	Iteration 46Q: 3 clusters Score -772205.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -772214.062500 Penalty: 4300.958008
	Iteration 47Q: 3 clusters Score -772214.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -772223.125000 Penalty: 4300.958008
	Iteration 48Q: 3 clusters Score -772223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -772229.937500 Penalty: 4300.958008
	Iteration 49Q: 3 clusters Score -772229.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -772238.812500 Penalty: 4300.958008
	Iteration 50Q: 3 clusters Score -772238.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -772248.437500 Penalty: 4300.958008
	Iteration 51Q: 3 clusters Score -772248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -772258.437500 Penalty: 4300.958008
	Iteration 52Q: 3 clusters Score -772258.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -772263.250000 Penalty: 4300.958008
	Iteration 53Q: 3 clusters Score -772263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -772267.250000 Penalty: 4300.958008
	Iteration 54Q: 3 clusters Score -772267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -772273.437500 Penalty: 4300.958008
	Iteration 55Q: 3 clusters Score -772273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -772275.937500 Penalty: 4300.958008
	Iteration 56Q: 3 clusters Score -772275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -772277.562500 Penalty: 4300.958008
	Iteration 57Q: 3 clusters Score -772277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -772279.625000 Penalty: 4300.958008
	Iteration 58Q: 3 clusters Score -772279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -772280.250000 Penalty: 4300.958008
	Iteration 59Q: 3 clusters Score -772280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -772280.250000 Penalty: 4300.958008
	Iteration 60F: 3 clusters Score -772280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Entering Unmasked Estep 
Score: -20680292.000000 Penalty: 2961.306396
	Iteration 0F: 2 clusters Score -2.068029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -20578660.000000 Penalty: 5922.612793
	Iteration 0F: 3 clusters Score -2.057866e+07 nChanged 73191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -20621388.000000 Penalty: 5922.612793
	Iteration 1F: 3 clusters Score -2.062139e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -20622784.000000 Penalty: 5922.612793
	Iteration 2Q: 3 clusters Score -2.062278e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -20625144.000000 Penalty: 5922.612793
	Iteration 3Q: 3 clusters Score -2.062514e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -20628980.000000 Penalty: 5922.612793
	Iteration 4F: 3 clusters Score -2.062898e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -20635702.000000 Penalty: 5922.612793
	Iteration 5F: 3 clusters Score -2.06357e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -20645466.000000 Penalty: 5922.612793
	Iteration 6F: 3 clusters Score -2.064547e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -20656202.000000 Penalty: 5922.612793
	Iteration 7F: 3 clusters Score -2.06562e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -20664938.000000 Penalty: 5922.612793
	Iteration 8F: 3 clusters Score -2.066494e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 134656 members 
Entering Unmasked Estep 
Score: -20669898.000000 Penalty: 5922.612793
	Iteration 9Q: 3 clusters Score -2.06699e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -20672388.000000 Penalty: 5922.612793
	Iteration 10Q: 3 clusters Score -2.067239e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -20673646.000000 Penalty: 5922.612793
	Iteration 11Q: 3 clusters Score -2.067365e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -20674400.000000 Penalty: 5922.612793
	Iteration 12Q: 3 clusters Score -2.06744e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -20674990.000000 Penalty: 5922.612793
	Iteration 13Q: 3 clusters Score -2.067499e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -20675476.000000 Penalty: 5922.612793
	Iteration 14Q: 3 clusters Score -2.067548e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 144869 members 
Entering Unmasked Estep 
Score: -20675976.000000 Penalty: 5922.612793
	Iteration 15Q: 3 clusters Score -2.067598e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -20676478.000000 Penalty: 5922.612793
	Iteration 16Q: 3 clusters Score -2.067648e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -20676740.000000 Penalty: 5922.612793
	Iteration 17Q: 3 clusters Score -2.067674e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 147716 members 
Entering Unmasked Estep 
Score: -20676968.000000 Penalty: 5922.612793
	Iteration 18Q: 3 clusters Score -2.067697e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 148396 members 
Entering Unmasked Estep 
Score: -20677170.000000 Penalty: 5922.612793
	Iteration 19Q: 3 clusters Score -2.067717e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -20677318.000000 Penalty: 5922.612793
	Iteration 20F: 3 clusters Score -2.067732e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -20677482.000000 Penalty: 5922.612793
	Iteration 21Q: 3 clusters Score -2.067748e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -20677582.000000 Penalty: 5922.612793
	Iteration 22Q: 3 clusters Score -2.067758e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5922.612793
	Iteration 23Q: 3 clusters Score -2.067769e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -20677742.000000 Penalty: 5922.612793
	Iteration 24Q: 3 clusters Score -2.067774e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -20677800.000000 Penalty: 5922.612793
	Iteration 25Q: 3 clusters Score -2.06778e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -20677828.000000 Penalty: 5922.612793
	Iteration 26Q: 3 clusters Score -2.067783e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -20677868.000000 Penalty: 5922.612793
	Iteration 27Q: 3 clusters Score -2.067787e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 151435 members 
Entering Unmasked Estep 
Score: -20677898.000000 Penalty: 5922.612793
	Iteration 28Q: 3 clusters Score -2.06779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -20677908.000000 Penalty: 5922.612793
	Iteration 29Q: 3 clusters Score -2.067791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -20677922.000000 Penalty: 5922.612793
	Iteration 30Q: 3 clusters Score -2.067792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -20677972.000000 Penalty: 5922.612793
	Iteration 31Q: 3 clusters Score -2.067797e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -20677946.000000 Penalty: 5922.612793
	Iteration 32Q: 3 clusters Score -2.067795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -20677952.000000 Penalty: 5922.612793
	Iteration 33Q: 3 clusters Score -2.067795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 151914 members 
Entering Unmasked Estep 
Score: -20677972.000000 Penalty: 5922.612793
	Iteration 34Q: 3 clusters Score -2.067797e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -20678008.000000 Penalty: 5922.612793
	Iteration 35Q: 3 clusters Score -2.067801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -20678006.000000 Penalty: 5922.612793
	Iteration 36Q: 3 clusters Score -2.067801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -20678024.000000 Penalty: 5922.612793
	Iteration 37Q: 3 clusters Score -2.067802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -20678052.000000 Penalty: 5922.612793
	Iteration 38Q: 3 clusters Score -2.067805e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -20678058.000000 Penalty: 5922.612793
	Iteration 39Q: 3 clusters Score -2.067806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -20678080.000000 Penalty: 5922.612793
	Iteration 40F: 3 clusters Score -2.067808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -20678078.000000 Penalty: 5922.612793
	Iteration 41Q: 3 clusters Score -2.067808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -20678072.000000 Penalty: 5922.612793
	Iteration 42Q: 3 clusters Score -2.067807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -20678080.000000 Penalty: 5922.612793
	Iteration 43Q: 3 clusters Score -2.067808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -20678088.000000 Penalty: 5922.612793
	Iteration 44Q: 3 clusters Score -2.067809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -20678094.000000 Penalty: 5922.612793
	Iteration 45Q: 3 clusters Score -2.067809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 152213 members 
Entering Unmasked Estep 
Score: -20678088.000000 Penalty: 5922.612793
	Iteration 46Q: 3 clusters Score -2.067809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -20678094.000000 Penalty: 5922.612793
	Iteration 47Q: 3 clusters Score -2.067809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -20678094.000000 Penalty: 5922.612793
	Iteration 48Q: 3 clusters Score -2.067809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -20678108.000000 Penalty: 5922.612793
	Iteration 49Q: 3 clusters Score -2.067811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -20678120.000000 Penalty: 5922.612793
	Iteration 50Q: 3 clusters Score -2.067812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -20678148.000000 Penalty: 5922.612793
	Iteration 51Q: 3 clusters Score -2.067815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -20678142.000000 Penalty: 5922.612793
	Iteration 52Q: 3 clusters Score -2.067814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -20678142.000000 Penalty: 5922.612793
	Iteration 53Q: 3 clusters Score -2.067814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 152255 members 
Entering Unmasked Estep 
Score: -20678130.000000 Penalty: 5922.612793
	Iteration 54Q: 3 clusters Score -2.067813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -20678120.000000 Penalty: 5922.612793
	Iteration 55Q: 3 clusters Score -2.067812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -20678130.000000 Penalty: 5922.612793
	Iteration 56Q: 3 clusters Score -2.067813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -20678144.000000 Penalty: 5922.612793
	Iteration 57Q: 3 clusters Score -2.067814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -20678146.000000 Penalty: 5922.612793
	Iteration 58Q: 3 clusters Score -2.067815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -20678150.000000 Penalty: 5922.612793
	Iteration 59Q: 3 clusters Score -2.067815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 152276 members 
Entering Unmasked Estep 
Score: -20678136.000000 Penalty: 5922.612793
	Iteration 60F: 3 clusters Score -2.067814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -20678126.000000 Penalty: 5922.612793
	Iteration 61Q: 3 clusters Score -2.067813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -20678134.000000 Penalty: 5922.612793
	Iteration 62Q: 3 clusters Score -2.067813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -20678148.000000 Penalty: 5922.612793
	Iteration 63Q: 3 clusters Score -2.067815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -20678148.000000 Penalty: 5922.612793
	Iteration 64Q: 3 clusters Score -2.067815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -20678166.000000 Penalty: 5922.612793
	Iteration 65Q: 3 clusters Score -2.067817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -20678148.000000 Penalty: 5922.612793
	Iteration 66Q: 3 clusters Score -2.067815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -20678154.000000 Penalty: 5922.612793
	Iteration 67Q: 3 clusters Score -2.067815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -20678154.000000 Penalty: 5922.612793
	Iteration 68F: 3 clusters Score -2.067815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -358572.125000 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -358572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355535.468750 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -355535.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356128.375000 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -356128.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356281.343750 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -356281.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -356359.531250 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -356359.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356413.093750 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -356413.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -356461.687500 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -356461.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -356495.875000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -356495.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -356542.093750 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -356542.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -356576.468750 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -356576.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356600.437500 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -356600.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -356619.218750 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -356619.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -356636.875000 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -356636.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -356648.875000 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -356648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -356654.187500 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -356654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -356658.000000 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -356658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356664.000000 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -356664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -356673.281250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -356673.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -356685.187500 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -356685.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -356697.031250 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -356697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -356704.312500 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -356704.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -356711.812500 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -356711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -356722.156250 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -356722.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -356733.875000 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -356733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -356740.281250 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -356740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -356745.906250 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -356745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -356747.812500 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -356747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -356751.125000 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -356751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -356756.031250 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -356756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -356758.031250 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -356758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -356759.281250 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -356759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -356759.937500 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -356759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -356759.937500 Penalty: 3917.427734
	Iteration 31F: 3 clusters Score -356759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -60133.945312 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -60133.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58670.417969 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -58670.42 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58984.082031 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -58984.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59140.277344 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -59140.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59303.164062 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -59303.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59544.222656 Penalty: 3074.445312
	Iteration 4F: 3 clusters Score -59544.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59629.023438 Penalty: 3074.445312
	Iteration 5F: 3 clusters Score -59629.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59685.859375 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -59685.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59746.316406 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -59746.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59772.613281 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -59772.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59789.636719 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -59789.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59801.070312 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -59801.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59808.222656 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -59808.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59812.789062 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -59812.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59812.789062 Penalty: 3074.445312
	Iteration 13F: 3 clusters Score -59812.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Entering Unmasked Estep 
Score: -8390028.000000 Penalty: 2746.117676
	Iteration 0F: 2 clusters Score -8390028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -8346860.500000 Penalty: 5492.235352
	Iteration 0F: 3 clusters Score -8346860 nChanged 30033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -8363580.500000 Penalty: 5492.235352
	Iteration 1F: 3 clusters Score -8363580 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -8364350.500000 Penalty: 5492.235352
	Iteration 2Q: 3 clusters Score -8364350 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -8365233.500000 Penalty: 5492.235352
	Iteration 3Q: 3 clusters Score -8365234 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -8366339.000000 Penalty: 5492.235352
	Iteration 4Q: 3 clusters Score -8366339 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8367739.000000 Penalty: 5492.235352
	Iteration 5F: 3 clusters Score -8367739 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -8369624.000000 Penalty: 5492.235352
	Iteration 6F: 3 clusters Score -8369624 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8371866.000000 Penalty: 5492.235352
	Iteration 7F: 3 clusters Score -8371866 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -8374134.000000 Penalty: 5492.235352
	Iteration 8F: 3 clusters Score -8374134 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -8375944.500000 Penalty: 5492.235352
	Iteration 9F: 3 clusters Score -8375944 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -8377154.000000 Penalty: 5492.235352
	Iteration 10Q: 3 clusters Score -8377154 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -8378051.500000 Penalty: 5492.235352
	Iteration 11Q: 3 clusters Score -8378052 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8378831.500000 Penalty: 5492.235352
	Iteration 12Q: 3 clusters Score -8378832 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -8379714.000000 Penalty: 5492.235352
	Iteration 13Q: 3 clusters Score -8379714 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8380679.500000 Penalty: 5492.235352
	Iteration 14Q: 3 clusters Score -8380680 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -8382153.500000 Penalty: 5492.235352
	Iteration 15Q: 3 clusters Score -8382154 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8383890.000000 Penalty: 5492.235352
	Iteration 16Q: 3 clusters Score -8383890 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8385235.000000 Penalty: 5492.235352
	Iteration 17Q: 3 clusters Score -8385235 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8386085.000000 Penalty: 5492.235352
	Iteration 18Q: 3 clusters Score -8386085 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8386516.500000 Penalty: 5492.235352
	Iteration 19Q: 3 clusters Score -8386516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8386752.000000 Penalty: 5492.235352
	Iteration 20F: 3 clusters Score -8386752 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8386941.000000 Penalty: 5492.235352
	Iteration 21Q: 3 clusters Score -8386941 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8387065.500000 Penalty: 5492.235352
	Iteration 22Q: 3 clusters Score -8387066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8387148.000000 Penalty: 5492.235352
	Iteration 23Q: 3 clusters Score -8387148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8387201.500000 Penalty: 5492.235352
	Iteration 24Q: 3 clusters Score -8387202 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8387253.500000 Penalty: 5492.235352
	Iteration 25Q: 3 clusters Score -8387254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8387272.000000 Penalty: 5492.235352
	Iteration 26Q: 3 clusters Score -8387272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8387297.000000 Penalty: 5492.235352
	Iteration 27Q: 3 clusters Score -8387297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8387325.000000 Penalty: 5492.235352
	Iteration 28Q: 3 clusters Score -8387325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8387349.500000 Penalty: 5492.235352
	Iteration 29Q: 3 clusters Score -8387350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8387354.000000 Penalty: 5492.235352
	Iteration 30Q: 3 clusters Score -8387354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8387356.000000 Penalty: 5492.235352
	Iteration 31Q: 3 clusters Score -8387356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8387370.000000 Penalty: 5492.235352
	Iteration 32Q: 3 clusters Score -8387370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8387390.500000 Penalty: 5492.235352
	Iteration 33Q: 3 clusters Score -8387390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8387376.000000 Penalty: 5492.235352
	Iteration 34Q: 3 clusters Score -8387376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8387363.500000 Penalty: 5492.235352
	Iteration 35Q: 3 clusters Score -8387364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8387371.000000 Penalty: 5492.235352
	Iteration 36Q: 3 clusters Score -8387371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8387378.500000 Penalty: 5492.235352
	Iteration 37Q: 3 clusters Score -8387378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8387388.000000 Penalty: 5492.235352
	Iteration 38Q: 3 clusters Score -8387388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8387392.500000 Penalty: 5492.235352
	Iteration 39Q: 3 clusters Score -8387392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8387402.500000 Penalty: 5492.235352
	Iteration 40F: 3 clusters Score -8387402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8387408.500000 Penalty: 5492.235352
	Iteration 41Q: 3 clusters Score -8387408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8387418.000000 Penalty: 5492.235352
	Iteration 42Q: 3 clusters Score -8387418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8387405.500000 Penalty: 5492.235352
	Iteration 43Q: 3 clusters Score -8387406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8387412.000000 Penalty: 5492.235352
	Iteration 44Q: 3 clusters Score -8387412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8387409.500000 Penalty: 5492.235352
	Iteration 45Q: 3 clusters Score -8387410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8387413.500000 Penalty: 5492.235352
	Iteration 46Q: 3 clusters Score -8387414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8387420.000000 Penalty: 5492.235352
	Iteration 47Q: 3 clusters Score -8387420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8387409.000000 Penalty: 5492.235352
	Iteration 48Q: 3 clusters Score -8387409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8387419.000000 Penalty: 5492.235352
	Iteration 49Q: 3 clusters Score -8387419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8387418.500000 Penalty: 5492.235352
	Iteration 50Q: 3 clusters Score -8387418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8387425.000000 Penalty: 5492.235352
	Iteration 51Q: 3 clusters Score -8387425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8387427.500000 Penalty: 5492.235352
	Iteration 52Q: 3 clusters Score -8387428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8387421.000000 Penalty: 5492.235352
	Iteration 53Q: 3 clusters Score -8387421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8387435.000000 Penalty: 5492.235352
	Iteration 54Q: 3 clusters Score -8387435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8387429.500000 Penalty: 5492.235352
	Iteration 55Q: 3 clusters Score -8387430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8387441.000000 Penalty: 5492.235352
	Iteration 56Q: 3 clusters Score -8387441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8387440.000000 Penalty: 5492.235352
	Iteration 57Q: 3 clusters Score -8387440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8387435.500000 Penalty: 5492.235352
	Iteration 58Q: 3 clusters Score -8387436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8387438.000000 Penalty: 5492.235352
	Iteration 59Q: 3 clusters Score -8387438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8387442.000000 Penalty: 5492.235352
	Iteration 60F: 3 clusters Score -8387442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8387445.000000 Penalty: 5492.235352
	Iteration 61Q: 3 clusters Score -8387445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8387433.000000 Penalty: 5492.235352
	Iteration 62Q: 3 clusters Score -8387433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8387449.500000 Penalty: 5492.235352
	Iteration 63Q: 3 clusters Score -8387450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8387449.000000 Penalty: 5492.235352
	Iteration 64Q: 3 clusters Score -8387449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8387449.000000 Penalty: 5492.235352
	Iteration 65Q: 3 clusters Score -8387449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8387453.000000 Penalty: 5492.235352
	Iteration 66Q: 3 clusters Score -8387453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8387452.000000 Penalty: 5492.235352
	Iteration 67Q: 3 clusters Score -8387452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8387451.500000 Penalty: 5492.235352
	Iteration 68Q: 3 clusters Score -8387452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8387457.500000 Penalty: 5492.235352
	Iteration 69Q: 3 clusters Score -8387458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8387458.500000 Penalty: 5492.235352
	Iteration 70Q: 3 clusters Score -8387458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8387455.000000 Penalty: 5492.235352
	Iteration 71Q: 3 clusters Score -8387455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8387463.500000 Penalty: 5492.235352
	Iteration 72Q: 3 clusters Score -8387464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8387457.000000 Penalty: 5492.235352
	Iteration 73Q: 3 clusters Score -8387457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8387457.000000 Penalty: 5492.235352
	Iteration 74F: 3 clusters Score -8387457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (199823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199823 members 
Entering Unmasked Estep 
Score: -26948570.000000 Penalty: 3026.886230
	Iteration 0F: 2 clusters Score -2.694857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -26839834.000000 Penalty: 6053.772461
	Iteration 0F: 3 clusters Score -2.683983e+07 nChanged 95909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -26896772.000000 Penalty: 6053.772461
	Iteration 1F: 3 clusters Score -2.689677e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -26898752.000000 Penalty: 6053.772461
	Iteration 2Q: 3 clusters Score -2.689875e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -26902560.000000 Penalty: 6053.772461
	Iteration 3Q: 3 clusters Score -2.690256e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131157 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -26909254.000000 Penalty: 6053.772461
	Iteration 4F: 3 clusters Score -2.690925e+07 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -26918952.000000 Penalty: 6053.772461
	Iteration 5F: 3 clusters Score -2.691895e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -26929016.000000 Penalty: 6053.772461
	Iteration 6F: 3 clusters Score -2.692902e+07 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -26937272.000000 Penalty: 6053.772461
	Iteration 7F: 3 clusters Score -2.693727e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186243 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -26941206.000000 Penalty: 6053.772461
	Iteration 8F: 3 clusters Score -2.694121e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192543 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -26943680.000000 Penalty: 6053.772461
	Iteration 9Q: 3 clusters Score -2.694368e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196032 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -26944896.000000 Penalty: 6053.772461
	Iteration 10Q: 3 clusters Score -2.69449e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197752 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -26945362.000000 Penalty: 6053.772461
	Iteration 11Q: 3 clusters Score -2.694536e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198588 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -26945666.000000 Penalty: 6053.772461
	Iteration 12Q: 3 clusters Score -2.694567e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198976 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26945824.000000 Penalty: 6053.772461
	Iteration 13Q: 3 clusters Score -2.694582e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -26945908.000000 Penalty: 6053.772461
	Iteration 14Q: 3 clusters Score -2.694591e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199254 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -26945928.000000 Penalty: 6053.772461
	Iteration 15Q: 3 clusters Score -2.694593e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199308 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -26945928.000000 Penalty: 6053.772461
	Iteration 16Q: 3 clusters Score -2.694593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199344 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26945994.000000 Penalty: 6053.772461
	Iteration 17Q: 3 clusters Score -2.694599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199374 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -26946048.000000 Penalty: 6053.772461
	Iteration 18Q: 3 clusters Score -2.694605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199384 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -26946064.000000 Penalty: 6053.772461
	Iteration 19Q: 3 clusters Score -2.694606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199396 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -26946074.000000 Penalty: 6053.772461
	Iteration 20F: 3 clusters Score -2.694607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199400 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26946090.000000 Penalty: 6053.772461
	Iteration 21Q: 3 clusters Score -2.694609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -26946094.000000 Penalty: 6053.772461
	Iteration 22Q: 3 clusters Score -2.694609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199409 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26946086.000000 Penalty: 6053.772461
	Iteration 23Q: 3 clusters Score -2.694609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199411 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26946094.000000 Penalty: 6053.772461
	Iteration 24Q: 3 clusters Score -2.694609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26946086.000000 Penalty: 6053.772461
	Iteration 25Q: 3 clusters Score -2.694609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -26946090.000000 Penalty: 6053.772461
	Iteration 26Q: 3 clusters Score -2.694609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199418 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26946072.000000 Penalty: 6053.772461
	Iteration 27Q: 3 clusters Score -2.694607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199421 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26946064.000000 Penalty: 6053.772461
	Iteration 28Q: 3 clusters Score -2.694606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199423 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26946074.000000 Penalty: 6053.772461
	Iteration 29Q: 3 clusters Score -2.694607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26946058.000000 Penalty: 6053.772461
	Iteration 30Q: 3 clusters Score -2.694606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26946074.000000 Penalty: 6053.772461
	Iteration 31Q: 3 clusters Score -2.694607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26946074.000000 Penalty: 6053.772461
	Iteration 32F: 3 clusters Score -2.694607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Entering Unmasked Estep 
Score: -19420190.000000 Penalty: 2947.585693
	Iteration 0F: 2 clusters Score -1.942019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -19324268.000000 Penalty: 5895.171387
	Iteration 0F: 3 clusters Score -1.932427e+07 nChanged 69478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -19364500.000000 Penalty: 5895.171387
	Iteration 1F: 3 clusters Score -1.93645e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -19366068.000000 Penalty: 5895.171387
	Iteration 2Q: 3 clusters Score -1.936607e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -19368486.000000 Penalty: 5895.171387
	Iteration 3Q: 3 clusters Score -1.936849e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -19372874.000000 Penalty: 5895.171387
	Iteration 4F: 3 clusters Score -1.937287e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -19380178.000000 Penalty: 5895.171387
	Iteration 5F: 3 clusters Score -1.938018e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -19390740.000000 Penalty: 5895.171387
	Iteration 6F: 3 clusters Score -1.939074e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -19401898.000000 Penalty: 5895.171387
	Iteration 7F: 3 clusters Score -1.94019e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -19411222.000000 Penalty: 5895.171387
	Iteration 8F: 3 clusters Score -1.941122e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -19414686.000000 Penalty: 5895.171387
	Iteration 9Q: 3 clusters Score -1.941469e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -19415796.000000 Penalty: 5895.171387
	Iteration 10Q: 3 clusters Score -1.94158e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -19416296.000000 Penalty: 5895.171387
	Iteration 11Q: 3 clusters Score -1.94163e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -19416780.000000 Penalty: 5895.171387
	Iteration 12Q: 3 clusters Score -1.941678e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -19416996.000000 Penalty: 5895.171387
	Iteration 13Q: 3 clusters Score -1.9417e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -19417292.000000 Penalty: 5895.171387
	Iteration 14Q: 3 clusters Score -1.941729e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -19417522.000000 Penalty: 5895.171387
	Iteration 15Q: 3 clusters Score -1.941752e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -19417738.000000 Penalty: 5895.171387
	Iteration 16Q: 3 clusters Score -1.941774e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -19417848.000000 Penalty: 5895.171387
	Iteration 17Q: 3 clusters Score -1.941785e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 122685 members 
Entering Unmasked Estep 
Score: -19417984.000000 Penalty: 5895.171387
	Iteration 18Q: 3 clusters Score -1.941798e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -19418018.000000 Penalty: 5895.171387
	Iteration 19Q: 3 clusters Score -1.941802e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 123281 members 
Entering Unmasked Estep 
Score: -19418120.000000 Penalty: 5895.171387
	Iteration 20F: 3 clusters Score -1.941812e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -19418230.000000 Penalty: 5895.171387
	Iteration 21Q: 3 clusters Score -1.941823e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -19418282.000000 Penalty: 5895.171387
	Iteration 22Q: 3 clusters Score -1.941828e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 124117 members 
Entering Unmasked Estep 
Score: -19418342.000000 Penalty: 5895.171387
	Iteration 23Q: 3 clusters Score -1.941834e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -19418474.000000 Penalty: 5895.171387
	Iteration 24Q: 3 clusters Score -1.941847e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -19418490.000000 Penalty: 5895.171387
	Iteration 25Q: 3 clusters Score -1.941849e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -19418610.000000 Penalty: 5895.171387
	Iteration 26Q: 3 clusters Score -1.941861e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -19418626.000000 Penalty: 5895.171387
	Iteration 27Q: 3 clusters Score -1.941863e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -19418656.000000 Penalty: 5895.171387
	Iteration 28Q: 3 clusters Score -1.941866e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 125489 members 
Entering Unmasked Estep 
Score: -19418692.000000 Penalty: 5895.171387
	Iteration 29Q: 3 clusters Score -1.941869e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -19418728.000000 Penalty: 5895.171387
	Iteration 30Q: 3 clusters Score -1.941873e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 125776 members 
Entering Unmasked Estep 
Score: -19418768.000000 Penalty: 5895.171387
	Iteration 31Q: 3 clusters Score -1.941877e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -19418794.000000 Penalty: 5895.171387
	Iteration 32Q: 3 clusters Score -1.941879e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 126070 members 
Entering Unmasked Estep 
Score: -19418836.000000 Penalty: 5895.171387
	Iteration 33Q: 3 clusters Score -1.941884e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -19418870.000000 Penalty: 5895.171387
	Iteration 34Q: 3 clusters Score -1.941887e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -19418900.000000 Penalty: 5895.171387
	Iteration 35Q: 3 clusters Score -1.94189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -19418996.000000 Penalty: 5895.171387
	Iteration 36Q: 3 clusters Score -1.9419e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -19419018.000000 Penalty: 5895.171387
	Iteration 37Q: 3 clusters Score -1.941902e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -19418998.000000 Penalty: 5895.171387
	Iteration 38Q: 3 clusters Score -1.9419e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -19419024.000000 Penalty: 5895.171387
	Iteration 39Q: 3 clusters Score -1.941902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -19419068.000000 Penalty: 5895.171387
	Iteration 40F: 3 clusters Score -1.941907e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -19419060.000000 Penalty: 5895.171387
	Iteration 41Q: 3 clusters Score -1.941906e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -19419054.000000 Penalty: 5895.171387
	Iteration 42Q: 3 clusters Score -1.941905e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -19419068.000000 Penalty: 5895.171387
	Iteration 43Q: 3 clusters Score -1.941907e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 127455 members 
Entering Unmasked Estep 
Score: -19419104.000000 Penalty: 5895.171387
	Iteration 44Q: 3 clusters Score -1.94191e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 127551 members 
Entering Unmasked Estep 
Score: -19419124.000000 Penalty: 5895.171387
	Iteration 45Q: 3 clusters Score -1.941912e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 127645 members 
Entering Unmasked Estep 
Score: -19419150.000000 Penalty: 5895.171387
	Iteration 46Q: 3 clusters Score -1.941915e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -19419124.000000 Penalty: 5895.171387
	Iteration 47Q: 3 clusters Score -1.941912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -19419210.000000 Penalty: 5895.171387
	Iteration 48Q: 3 clusters Score -1.941921e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 127933 members 
Entering Unmasked Estep 
Score: -19419224.000000 Penalty: 5895.171387
	Iteration 49Q: 3 clusters Score -1.941922e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -19419270.000000 Penalty: 5895.171387
	Iteration 50Q: 3 clusters Score -1.941927e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 128149 members 
Entering Unmasked Estep 
Score: -19419272.000000 Penalty: 5895.171387
	Iteration 51Q: 3 clusters Score -1.941927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -19419264.000000 Penalty: 5895.171387
	Iteration 52Q: 3 clusters Score -1.941926e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -19419270.000000 Penalty: 5895.171387
	Iteration 53Q: 3 clusters Score -1.941927e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -19419256.000000 Penalty: 5895.171387
	Iteration 54Q: 3 clusters Score -1.941926e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 128478 members 
Entering Unmasked Estep 
Score: -19419278.000000 Penalty: 5895.171387
	Iteration 55Q: 3 clusters Score -1.941928e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 128549 members 
Entering Unmasked Estep 
Score: -19419306.000000 Penalty: 5895.171387
	Iteration 56Q: 3 clusters Score -1.941931e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 128613 members 
Entering Unmasked Estep 
Score: -19419298.000000 Penalty: 5895.171387
	Iteration 57Q: 3 clusters Score -1.94193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -19419306.000000 Penalty: 5895.171387
	Iteration 58Q: 3 clusters Score -1.941931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -19419314.000000 Penalty: 5895.171387
	Iteration 59Q: 3 clusters Score -1.941931e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -19419284.000000 Penalty: 5895.171387
	Iteration 60F: 3 clusters Score -1.941928e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 128823 members 
Entering Unmasked Estep 
Score: -19419308.000000 Penalty: 5895.171387
	Iteration 61Q: 3 clusters Score -1.941931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -19419314.000000 Penalty: 5895.171387
	Iteration 62Q: 3 clusters Score -1.941931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -19419310.000000 Penalty: 5895.171387
	Iteration 63Q: 3 clusters Score -1.941931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -19419308.000000 Penalty: 5895.171387
	Iteration 64Q: 3 clusters Score -1.941931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -19419306.000000 Penalty: 5895.171387
	Iteration 65Q: 3 clusters Score -1.941931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -19419310.000000 Penalty: 5895.171387
	Iteration 66Q: 3 clusters Score -1.941931e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 67Q: 3 clusters Score -1.941935e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 68Q: 3 clusters Score -1.941935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 129145 members 
Entering Unmasked Estep 
Score: -19419344.000000 Penalty: 5895.171387
	Iteration 69Q: 3 clusters Score -1.941934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 129175 members 
Entering Unmasked Estep 
Score: -19419338.000000 Penalty: 5895.171387
	Iteration 70Q: 3 clusters Score -1.941934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -19419372.000000 Penalty: 5895.171387
	Iteration 71Q: 3 clusters Score -1.941937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -19419356.000000 Penalty: 5895.171387
	Iteration 72Q: 3 clusters Score -1.941936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -19419346.000000 Penalty: 5895.171387
	Iteration 73Q: 3 clusters Score -1.941935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -19419336.000000 Penalty: 5895.171387
	Iteration 74Q: 3 clusters Score -1.941934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -19419352.000000 Penalty: 5895.171387
	Iteration 75Q: 3 clusters Score -1.941935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 129341 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 76Q: 3 clusters Score -1.941935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 129372 members 
Entering Unmasked Estep 
Score: -19419350.000000 Penalty: 5895.171387
	Iteration 77Q: 3 clusters Score -1.941935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 78Q: 3 clusters Score -1.941935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -19419330.000000 Penalty: 5895.171387
	Iteration 79Q: 3 clusters Score -1.941933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 129469 members 
Entering Unmasked Estep 
Score: -19419334.000000 Penalty: 5895.171387
	Iteration 80F: 3 clusters Score -1.941933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -19419334.000000 Penalty: 5895.171387
	Iteration 81Q: 3 clusters Score -1.941933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 129528 members 
Entering Unmasked Estep 
Score: -19419336.000000 Penalty: 5895.171387
	Iteration 82Q: 3 clusters Score -1.941934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 129563 members 
Entering Unmasked Estep 
Score: -19419346.000000 Penalty: 5895.171387
	Iteration 83Q: 3 clusters Score -1.941935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -19419340.000000 Penalty: 5895.171387
	Iteration 84Q: 3 clusters Score -1.941934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 129621 members 
Entering Unmasked Estep 
Score: -19419346.000000 Penalty: 5895.171387
	Iteration 85Q: 3 clusters Score -1.941935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -19419356.000000 Penalty: 5895.171387
	Iteration 86Q: 3 clusters Score -1.941936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 129673 members 
Entering Unmasked Estep 
Score: -19419360.000000 Penalty: 5895.171387
	Iteration 87Q: 3 clusters Score -1.941936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 88Q: 3 clusters Score -1.941935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -19419350.000000 Penalty: 5895.171387
	Iteration 89Q: 3 clusters Score -1.941935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -19419358.000000 Penalty: 5895.171387
	Iteration 90Q: 3 clusters Score -1.941936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 129758 members 
Entering Unmasked Estep 
Score: -19419358.000000 Penalty: 5895.171387
	Iteration 91Q: 3 clusters Score -1.941936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 129780 members 
Entering Unmasked Estep 
Score: -19419352.000000 Penalty: 5895.171387
	Iteration 92Q: 3 clusters Score -1.941935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -19419356.000000 Penalty: 5895.171387
	Iteration 93Q: 3 clusters Score -1.941936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 129818 members 
Entering Unmasked Estep 
Score: -19419364.000000 Penalty: 5895.171387
	Iteration 94Q: 3 clusters Score -1.941936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -19419354.000000 Penalty: 5895.171387
	Iteration 95Q: 3 clusters Score -1.941935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -19419388.000000 Penalty: 5895.171387
	Iteration 96Q: 3 clusters Score -1.941939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -19419366.000000 Penalty: 5895.171387
	Iteration 97Q: 3 clusters Score -1.941937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -19419392.000000 Penalty: 5895.171387
	Iteration 98Q: 3 clusters Score -1.941939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -19419412.000000 Penalty: 5895.171387
	Iteration 99Q: 3 clusters Score -1.941941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -19419428.000000 Penalty: 5895.171387
	Iteration 100F: 3 clusters Score -1.941943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -19419428.000000 Penalty: 5895.171387
	Iteration 101Q: 3 clusters Score -1.941943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 129986 members 
Entering Unmasked Estep 
Score: -19419454.000000 Penalty: 5895.171387
	Iteration 102Q: 3 clusters Score -1.941945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -19419438.000000 Penalty: 5895.171387
	Iteration 103Q: 3 clusters Score -1.941944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 130035 members 
Entering Unmasked Estep 
Score: -19419444.000000 Penalty: 5895.171387
	Iteration 104Q: 3 clusters Score -1.941944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -19419454.000000 Penalty: 5895.171387
	Iteration 105Q: 3 clusters Score -1.941945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -19419464.000000 Penalty: 5895.171387
	Iteration 106Q: 3 clusters Score -1.941946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -19419448.000000 Penalty: 5895.171387
	Iteration 107Q: 3 clusters Score -1.941945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -19419464.000000 Penalty: 5895.171387
	Iteration 108Q: 3 clusters Score -1.941946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 130089 members 
Entering Unmasked Estep 
Score: -19419470.000000 Penalty: 5895.171387
	Iteration 109Q: 3 clusters Score -1.941947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -19419476.000000 Penalty: 5895.171387
	Iteration 110Q: 3 clusters Score -1.941948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 130109 members 
Entering Unmasked Estep 
Score: -19419484.000000 Penalty: 5895.171387
	Iteration 111Q: 3 clusters Score -1.941948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -19419480.000000 Penalty: 5895.171387
	Iteration 112Q: 3 clusters Score -1.941948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -19419478.000000 Penalty: 5895.171387
	Iteration 113Q: 3 clusters Score -1.941948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -19419476.000000 Penalty: 5895.171387
	Iteration 114Q: 3 clusters Score -1.941948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -19419476.000000 Penalty: 5895.171387
	Iteration 115F: 3 clusters Score -1.941948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -553269.000000 Penalty: 2077.213379
	Iteration 0F: 2 clusters Score -553269 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 2202 members 
Entering Unmasked Estep 
Score: -549176.812500 Penalty: 4154.426758
	Iteration 0F: 3 clusters Score -549176.8 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -550078.437500 Penalty: 4154.426758
	Iteration 1F: 3 clusters Score -550078.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -550268.812500 Penalty: 4154.426758
	Iteration 2F: 3 clusters Score -550268.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -550414.812500 Penalty: 4154.426758
	Iteration 3Q: 3 clusters Score -550414.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -550572.312500 Penalty: 4154.426758
	Iteration 4Q: 3 clusters Score -550572.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -550681.500000 Penalty: 4154.426758
	Iteration 5Q: 3 clusters Score -550681.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -550779.062500 Penalty: 4154.426758
	Iteration 6Q: 3 clusters Score -550779.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -550860.000000 Penalty: 4154.426758
	Iteration 7Q: 3 clusters Score -550860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -550942.875000 Penalty: 4154.426758
	Iteration 8Q: 3 clusters Score -550942.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -551010.875000 Penalty: 4154.426758
	Iteration 9Q: 3 clusters Score -551010.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -551073.625000 Penalty: 4154.426758
	Iteration 10Q: 3 clusters Score -551073.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -551132.500000 Penalty: 4154.426758
	Iteration 11Q: 3 clusters Score -551132.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -551199.937500 Penalty: 4154.426758
	Iteration 12Q: 3 clusters Score -551199.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -551270.875000 Penalty: 4154.426758
	Iteration 13Q: 3 clusters Score -551270.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -551339.312500 Penalty: 4154.426758
	Iteration 14Q: 3 clusters Score -551339.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -551399.500000 Penalty: 4154.426758
	Iteration 15Q: 3 clusters Score -551399.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -551453.500000 Penalty: 4154.426758
	Iteration 16Q: 3 clusters Score -551453.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -551519.375000 Penalty: 4154.426758
	Iteration 17Q: 3 clusters Score -551519.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -551574.562500 Penalty: 4154.426758
	Iteration 18Q: 3 clusters Score -551574.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -551625.312500 Penalty: 4154.426758
	Iteration 19Q: 3 clusters Score -551625.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -551660.062500 Penalty: 4154.426758
	Iteration 20F: 3 clusters Score -551660.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -551685.312500 Penalty: 4154.426758
	Iteration 21Q: 3 clusters Score -551685.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -551702.000000 Penalty: 4154.426758
	Iteration 22Q: 3 clusters Score -551702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -551718.062500 Penalty: 4154.426758
	Iteration 23Q: 3 clusters Score -551718.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -551732.812500 Penalty: 4154.426758
	Iteration 24Q: 3 clusters Score -551732.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -551746.562500 Penalty: 4154.426758
	Iteration 25Q: 3 clusters Score -551746.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -551759.125000 Penalty: 4154.426758
	Iteration 26Q: 3 clusters Score -551759.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -551768.812500 Penalty: 4154.426758
	Iteration 27Q: 3 clusters Score -551768.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -551776.875000 Penalty: 4154.426758
	Iteration 28Q: 3 clusters Score -551776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -551782.812500 Penalty: 4154.426758
	Iteration 29Q: 3 clusters Score -551782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -551787.250000 Penalty: 4154.426758
	Iteration 30Q: 3 clusters Score -551787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -551793.625000 Penalty: 4154.426758
	Iteration 31Q: 3 clusters Score -551793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -551799.687500 Penalty: 4154.426758
	Iteration 32Q: 3 clusters Score -551799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -551808.875000 Penalty: 4154.426758
	Iteration 33Q: 3 clusters Score -551808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -551812.812500 Penalty: 4154.426758
	Iteration 34Q: 3 clusters Score -551812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -551817.875000 Penalty: 4154.426758
	Iteration 35Q: 3 clusters Score -551817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -551821.000000 Penalty: 4154.426758
	Iteration 36Q: 3 clusters Score -551821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -551824.125000 Penalty: 4154.426758
	Iteration 37Q: 3 clusters Score -551824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -551830.187500 Penalty: 4154.426758
	Iteration 38Q: 3 clusters Score -551830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -551835.875000 Penalty: 4154.426758
	Iteration 39Q: 3 clusters Score -551835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -551844.187500 Penalty: 4154.426758
	Iteration 40F: 3 clusters Score -551844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -551850.000000 Penalty: 4154.426758
	Iteration 41Q: 3 clusters Score -551850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -551856.312500 Penalty: 4154.426758
	Iteration 42Q: 3 clusters Score -551856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -551858.062500 Penalty: 4154.426758
	Iteration 43Q: 3 clusters Score -551858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -551858.500000 Penalty: 4154.426758
	Iteration 44Q: 3 clusters Score -551858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -551859.500000 Penalty: 4154.426758
	Iteration 45Q: 3 clusters Score -551859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -551862.375000 Penalty: 4154.426758
	Iteration 46Q: 3 clusters Score -551862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -551863.875000 Penalty: 4154.426758
	Iteration 47Q: 3 clusters Score -551863.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -551868.437500 Penalty: 4154.426758
	Iteration 48Q: 3 clusters Score -551868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -551873.437500 Penalty: 4154.426758
	Iteration 49Q: 3 clusters Score -551873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -551877.250000 Penalty: 4154.426758
	Iteration 50Q: 3 clusters Score -551877.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -551882.750000 Penalty: 4154.426758
	Iteration 51Q: 3 clusters Score -551882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -551886.937500 Penalty: 4154.426758
	Iteration 52Q: 3 clusters Score -551886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -551887.375000 Penalty: 4154.426758
	Iteration 53Q: 3 clusters Score -551887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -551887.375000 Penalty: 4154.426758
	Iteration 54F: 3 clusters Score -551887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Entering Unmasked Estep 
Score: -6160443.500000 Penalty: 2656.839111
	Iteration 0F: 2 clusters Score -6160444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -6130134.500000 Penalty: 5313.678223
	Iteration 0F: 3 clusters Score -6130134 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6141617.500000 Penalty: 5313.678223
	Iteration 1F: 3 clusters Score -6141618 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6142221.500000 Penalty: 5313.678223
	Iteration 2Q: 3 clusters Score -6142222 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -6142961.500000 Penalty: 5313.678223
	Iteration 3Q: 3 clusters Score -6142962 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -6144068.500000 Penalty: 5313.678223
	Iteration 4Q: 3 clusters Score -6144068 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6145844.500000 Penalty: 5313.678223
	Iteration 5F: 3 clusters Score -6145844 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -6148684.500000 Penalty: 5313.678223
	Iteration 6F: 3 clusters Score -6148684 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -6152277.500000 Penalty: 5313.678223
	Iteration 7F: 3 clusters Score -6152278 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6155390.000000 Penalty: 5313.678223
	Iteration 8F: 3 clusters Score -6155390 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -6157039.000000 Penalty: 5313.678223
	Iteration 9Q: 3 clusters Score -6157039 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -6157739.000000 Penalty: 5313.678223
	Iteration 10Q: 3 clusters Score -6157739 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -6157936.000000 Penalty: 5313.678223
	Iteration 11Q: 3 clusters Score -6157936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6158015.000000 Penalty: 5313.678223
	Iteration 12Q: 3 clusters Score -6158015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -6158058.000000 Penalty: 5313.678223
	Iteration 13Q: 3 clusters Score -6158058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6158084.000000 Penalty: 5313.678223
	Iteration 14Q: 3 clusters Score -6158084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6158101.000000 Penalty: 5313.678223
	Iteration 15Q: 3 clusters Score -6158101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -6158107.500000 Penalty: 5313.678223
	Iteration 16Q: 3 clusters Score -6158108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6158114.500000 Penalty: 5313.678223
	Iteration 17Q: 3 clusters Score -6158114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -6158115.000000 Penalty: 5313.678223
	Iteration 18Q: 3 clusters Score -6158115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -6158115.000000 Penalty: 5313.678223
	Iteration 19F: 3 clusters Score -6158115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Entering Unmasked Estep 
Score: -4881851.500000 Penalty: 2601.014648
	Iteration 0F: 2 clusters Score -4881852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4857509.000000 Penalty: 5202.029297
	Iteration 0F: 3 clusters Score -4857509 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4866483.000000 Penalty: 5202.029297
	Iteration 1F: 3 clusters Score -4866483 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4867056.500000 Penalty: 5202.029297
	Iteration 2Q: 3 clusters Score -4867056 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4867563.500000 Penalty: 5202.029297
	Iteration 3Q: 3 clusters Score -4867564 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4868076.500000 Penalty: 5202.029297
	Iteration 4Q: 3 clusters Score -4868076 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4868580.000000 Penalty: 5202.029297
	Iteration 5Q: 3 clusters Score -4868580 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4869106.000000 Penalty: 5202.029297
	Iteration 6Q: 3 clusters Score -4869106 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4869683.500000 Penalty: 5202.029297
	Iteration 7Q: 3 clusters Score -4869684 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4870340.500000 Penalty: 5202.029297
	Iteration 8Q: 3 clusters Score -4870340 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4871239.500000 Penalty: 5202.029297
	Iteration 9Q: 3 clusters Score -4871240 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -4872454.500000 Penalty: 5202.029297
	Iteration 10F: 3 clusters Score -4872454 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4873929.500000 Penalty: 5202.029297
	Iteration 11F: 3 clusters Score -4873930 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4875374.000000 Penalty: 5202.029297
	Iteration 12F: 3 clusters Score -4875374 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4876731.000000 Penalty: 5202.029297
	Iteration 13Q: 3 clusters Score -4876731 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4877705.000000 Penalty: 5202.029297
	Iteration 14Q: 3 clusters Score -4877705 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4878300.500000 Penalty: 5202.029297
	Iteration 15Q: 3 clusters Score -4878300 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4878682.500000 Penalty: 5202.029297
	Iteration 16Q: 3 clusters Score -4878682 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4878951.000000 Penalty: 5202.029297
	Iteration 17Q: 3 clusters Score -4878951 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4879126.000000 Penalty: 5202.029297
	Iteration 18Q: 3 clusters Score -4879126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4879205.000000 Penalty: 5202.029297
	Iteration 19Q: 3 clusters Score -4879205 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4879297.000000 Penalty: 5202.029297
	Iteration 20F: 3 clusters Score -4879297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4879376.500000 Penalty: 5202.029297
	Iteration 21Q: 3 clusters Score -4879376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4879424.500000 Penalty: 5202.029297
	Iteration 22Q: 3 clusters Score -4879424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4879451.500000 Penalty: 5202.029297
	Iteration 23Q: 3 clusters Score -4879452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4879474.500000 Penalty: 5202.029297
	Iteration 24Q: 3 clusters Score -4879474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4879516.500000 Penalty: 5202.029297
	Iteration 25Q: 3 clusters Score -4879516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4879528.500000 Penalty: 5202.029297
	Iteration 26Q: 3 clusters Score -4879528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4879537.000000 Penalty: 5202.029297
	Iteration 27Q: 3 clusters Score -4879537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4879554.500000 Penalty: 5202.029297
	Iteration 28Q: 3 clusters Score -4879554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4879569.000000 Penalty: 5202.029297
	Iteration 29Q: 3 clusters Score -4879569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4879589.500000 Penalty: 5202.029297
	Iteration 30Q: 3 clusters Score -4879590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4879596.500000 Penalty: 5202.029297
	Iteration 31Q: 3 clusters Score -4879596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4879602.000000 Penalty: 5202.029297
	Iteration 32Q: 3 clusters Score -4879602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4879609.500000 Penalty: 5202.029297
	Iteration 33Q: 3 clusters Score -4879610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4879611.500000 Penalty: 5202.029297
	Iteration 34Q: 3 clusters Score -4879612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4879614.500000 Penalty: 5202.029297
	Iteration 35Q: 3 clusters Score -4879614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4879619.000000 Penalty: 5202.029297
	Iteration 36Q: 3 clusters Score -4879619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4879616.500000 Penalty: 5202.029297
	Iteration 37Q: 3 clusters Score -4879616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4879621.000000 Penalty: 5202.029297
	Iteration 38Q: 3 clusters Score -4879621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4879621.000000 Penalty: 5202.029297
	Iteration 39F: 3 clusters Score -4879621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44513.480469 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44513.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43158.332031 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43158.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43319.859375 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43319.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43400.195312 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -43400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43463.847656 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43463.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43488.410156 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43488.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43512.316406 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43512.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43527.902344 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43564.855469 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43564.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43611.734375 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -43611.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43634.324219 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -43634.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43650.152344 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -43650.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43654.230469 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -43654.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43655.691406 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -43655.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43655.691406 Penalty: 2957.935303
	Iteration 13F: 3 clusters Score -43655.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (190986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Entering Unmasked Estep 
Score: -25662500.000000 Penalty: 3015.668945
	Iteration 0F: 2 clusters Score -2.56625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -25544824.000000 Penalty: 6031.337891
	Iteration 0F: 3 clusters Score -2.554482e+07 nChanged 91905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -25599566.000000 Penalty: 6031.337891
	Iteration 1F: 3 clusters Score -2.559957e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -25601430.000000 Penalty: 6031.337891
	Iteration 2Q: 3 clusters Score -2.560143e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -25604094.000000 Penalty: 6031.337891
	Iteration 3Q: 3 clusters Score -2.560409e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -25608042.000000 Penalty: 6031.337891
	Iteration 4Q: 3 clusters Score -2.560804e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -25613700.000000 Penalty: 6031.337891
	Iteration 5F: 3 clusters Score -2.56137e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -25621704.000000 Penalty: 6031.337891
	Iteration 6F: 3 clusters Score -2.56217e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -25632202.000000 Penalty: 6031.337891
	Iteration 7F: 3 clusters Score -2.56322e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -25641650.000000 Penalty: 6031.337891
	Iteration 8F: 3 clusters Score -2.564165e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -25646556.000000 Penalty: 6031.337891
	Iteration 9F: 3 clusters Score -2.564656e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116310 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -25648334.000000 Penalty: 6031.337891
	Iteration 10Q: 3 clusters Score -2.564833e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -25649250.000000 Penalty: 6031.337891
	Iteration 11Q: 3 clusters Score -2.564925e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121023 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -25650108.000000 Penalty: 6031.337891
	Iteration 12Q: 3 clusters Score -2.565011e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -25650854.000000 Penalty: 6031.337891
	Iteration 13Q: 3 clusters Score -2.565085e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -25651600.000000 Penalty: 6031.337891
	Iteration 14Q: 3 clusters Score -2.56516e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -25652284.000000 Penalty: 6031.337891
	Iteration 15Q: 3 clusters Score -2.565228e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131673 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -25653034.000000 Penalty: 6031.337891
	Iteration 16Q: 3 clusters Score -2.565303e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -25653880.000000 Penalty: 6031.337891
	Iteration 17Q: 3 clusters Score -2.565388e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -25654444.000000 Penalty: 6031.337891
	Iteration 18Q: 3 clusters Score -2.565444e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -25655112.000000 Penalty: 6031.337891
	Iteration 19Q: 3 clusters Score -2.565511e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -25655834.000000 Penalty: 6031.337891
	Iteration 20F: 3 clusters Score -2.565583e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -25656564.000000 Penalty: 6031.337891
	Iteration 21Q: 3 clusters Score -2.565656e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -25657026.000000 Penalty: 6031.337891
	Iteration 22Q: 3 clusters Score -2.565703e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -25657522.000000 Penalty: 6031.337891
	Iteration 23Q: 3 clusters Score -2.565752e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -25657830.000000 Penalty: 6031.337891
	Iteration 24Q: 3 clusters Score -2.565783e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157801 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -25658182.000000 Penalty: 6031.337891
	Iteration 25Q: 3 clusters Score -2.565818e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -25658802.000000 Penalty: 6031.337891
	Iteration 26Q: 3 clusters Score -2.56588e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163250 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -25659378.000000 Penalty: 6031.337891
	Iteration 27Q: 3 clusters Score -2.565938e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -25659778.000000 Penalty: 6031.337891
	Iteration 28Q: 3 clusters Score -2.565978e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168161 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -25660048.000000 Penalty: 6031.337891
	Iteration 29Q: 3 clusters Score -2.566005e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170401 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -25660290.000000 Penalty: 6031.337891
	Iteration 30Q: 3 clusters Score -2.566029e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -25660418.000000 Penalty: 6031.337891
	Iteration 31Q: 3 clusters Score -2.566042e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -25660578.000000 Penalty: 6031.337891
	Iteration 32Q: 3 clusters Score -2.566058e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -25660690.000000 Penalty: 6031.337891
	Iteration 33Q: 3 clusters Score -2.566069e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176967 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -25660714.000000 Penalty: 6031.337891
	Iteration 34Q: 3 clusters Score -2.566071e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -25660588.000000 Penalty: 6031.337891
	Iteration 35Q: 3 clusters Score -2.566059e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179255 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -25660690.000000 Penalty: 6031.337891
	Iteration 36Q: 3 clusters Score -2.566069e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180259 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -25660812.000000 Penalty: 6031.337891
	Iteration 37Q: 3 clusters Score -2.566081e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181152 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -25660830.000000 Penalty: 6031.337891
	Iteration 38Q: 3 clusters Score -2.566083e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -25660838.000000 Penalty: 6031.337891
	Iteration 39Q: 3 clusters Score -2.566084e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182652 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -25660952.000000 Penalty: 6031.337891
	Iteration 40F: 3 clusters Score -2.566095e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -25661040.000000 Penalty: 6031.337891
	Iteration 41Q: 3 clusters Score -2.566104e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -25661126.000000 Penalty: 6031.337891
	Iteration 42Q: 3 clusters Score -2.566113e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184393 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -25661212.000000 Penalty: 6031.337891
	Iteration 43Q: 3 clusters Score -2.566121e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184871 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -25661272.000000 Penalty: 6031.337891
	Iteration 44Q: 3 clusters Score -2.566127e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -25661322.000000 Penalty: 6031.337891
	Iteration 45Q: 3 clusters Score -2.566132e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185626 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -25661312.000000 Penalty: 6031.337891
	Iteration 46Q: 3 clusters Score -2.566131e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185929 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -25661276.000000 Penalty: 6031.337891
	Iteration 47Q: 3 clusters Score -2.566128e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -25661278.000000 Penalty: 6031.337891
	Iteration 48Q: 3 clusters Score -2.566128e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186405 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -25661334.000000 Penalty: 6031.337891
	Iteration 49Q: 3 clusters Score -2.566133e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -25661352.000000 Penalty: 6031.337891
	Iteration 50Q: 3 clusters Score -2.566135e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -25661354.000000 Penalty: 6031.337891
	Iteration 51Q: 3 clusters Score -2.566135e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186926 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -25661386.000000 Penalty: 6031.337891
	Iteration 52Q: 3 clusters Score -2.566139e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187067 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -25661394.000000 Penalty: 6031.337891
	Iteration 53Q: 3 clusters Score -2.566139e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187197 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -25661410.000000 Penalty: 6031.337891
	Iteration 54Q: 3 clusters Score -2.566141e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187304 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -25661402.000000 Penalty: 6031.337891
	Iteration 55Q: 3 clusters Score -2.56614e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -25661408.000000 Penalty: 6031.337891
	Iteration 56Q: 3 clusters Score -2.566141e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -25661424.000000 Penalty: 6031.337891
	Iteration 57Q: 3 clusters Score -2.566142e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25661402.000000 Penalty: 6031.337891
	Iteration 58Q: 3 clusters Score -2.56614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187674 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -25661392.000000 Penalty: 6031.337891
	Iteration 59Q: 3 clusters Score -2.566139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -25661410.000000 Penalty: 6031.337891
	Iteration 60F: 3 clusters Score -2.566141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187788 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -25661394.000000 Penalty: 6031.337891
	Iteration 61Q: 3 clusters Score -2.566139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25661378.000000 Penalty: 6031.337891
	Iteration 62Q: 3 clusters Score -2.566138e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -25661396.000000 Penalty: 6031.337891
	Iteration 63Q: 3 clusters Score -2.56614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -25661410.000000 Penalty: 6031.337891
	Iteration 64Q: 3 clusters Score -2.566141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187977 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -25661400.000000 Penalty: 6031.337891
	Iteration 65Q: 3 clusters Score -2.56614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -25661420.000000 Penalty: 6031.337891
	Iteration 66Q: 3 clusters Score -2.566142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -25661386.000000 Penalty: 6031.337891
	Iteration 67Q: 3 clusters Score -2.566139e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -25661368.000000 Penalty: 6031.337891
	Iteration 68Q: 3 clusters Score -2.566137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -25661392.000000 Penalty: 6031.337891
	Iteration 69Q: 3 clusters Score -2.566139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188190 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -25661404.000000 Penalty: 6031.337891
	Iteration 70Q: 3 clusters Score -2.56614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188208 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -25661370.000000 Penalty: 6031.337891
	Iteration 71Q: 3 clusters Score -2.566137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188217 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -25661394.000000 Penalty: 6031.337891
	Iteration 72Q: 3 clusters Score -2.566139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188226 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -25661396.000000 Penalty: 6031.337891
	Iteration 73Q: 3 clusters Score -2.56614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188234 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25661400.000000 Penalty: 6031.337891
	Iteration 74Q: 3 clusters Score -2.56614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188241 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -25661378.000000 Penalty: 6031.337891
	Iteration 75Q: 3 clusters Score -2.566138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188245 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25661390.000000 Penalty: 6031.337891
	Iteration 76Q: 3 clusters Score -2.566139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188251 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -25661392.000000 Penalty: 6031.337891
	Iteration 77Q: 3 clusters Score -2.566139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25661410.000000 Penalty: 6031.337891
	Iteration 78Q: 3 clusters Score -2.566141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -25661394.000000 Penalty: 6031.337891
	Iteration 79Q: 3 clusters Score -2.566139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188270 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -25661398.000000 Penalty: 6031.337891
	Iteration 80F: 3 clusters Score -2.56614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188273 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -25661402.000000 Penalty: 6031.337891
	Iteration 81Q: 3 clusters Score -2.56614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -25661380.000000 Penalty: 6031.337891
	Iteration 82Q: 3 clusters Score -2.566138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -25661396.000000 Penalty: 6031.337891
	Iteration 83Q: 3 clusters Score -2.56614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -25661402.000000 Penalty: 6031.337891
	Iteration 84Q: 3 clusters Score -2.56614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -25661408.000000 Penalty: 6031.337891
	Iteration 85Q: 3 clusters Score -2.566141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -25661396.000000 Penalty: 6031.337891
	Iteration 86Q: 3 clusters Score -2.56614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -25661404.000000 Penalty: 6031.337891
	Iteration 87Q: 3 clusters Score -2.56614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -25661414.000000 Penalty: 6031.337891
	Iteration 88Q: 3 clusters Score -2.566141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -25661414.000000 Penalty: 6031.337891
	Iteration 89Q: 3 clusters Score -2.566141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188297 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -25661410.000000 Penalty: 6031.337891
	Iteration 90Q: 3 clusters Score -2.566141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188298 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -25661400.000000 Penalty: 6031.337891
	Iteration 91Q: 3 clusters Score -2.56614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188300 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -25661412.000000 Penalty: 6031.337891
	Iteration 92Q: 3 clusters Score -2.566141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188300 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -25661412.000000 Penalty: 6031.337891
	Iteration 93F: 3 clusters Score -2.566141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -158817.718750 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -158817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156691.796875 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -156691.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -157083.546875 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -157083.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157249.187500 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -157249.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157344.609375 Penalty: 3552.933350
	Iteration 3Q: 3 clusters Score -157344.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157403.640625 Penalty: 3552.933350
	Iteration 4Q: 3 clusters Score -157403.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157462.515625 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -157462.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157521.609375 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -157521.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157549.921875 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -157549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157569.953125 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -157570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157587.656250 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -157587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157595.859375 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -157595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157600.578125 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -157600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157603.421875 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -157603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157604.640625 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -157604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157604.640625 Penalty: 3552.933350
	Iteration 14F: 3 clusters Score -157604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (165036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Entering Unmasked Estep 
Score: -22282726.000000 Penalty: 2979.451904
	Iteration 0F: 2 clusters Score -2.228273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -22175674.000000 Penalty: 5958.903809
	Iteration 0F: 3 clusters Score -2.217567e+07 nChanged 78875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -22220530.000000 Penalty: 5958.903809
	Iteration 1F: 3 clusters Score -2.222053e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -22221594.000000 Penalty: 5958.903809
	Iteration 2Q: 3 clusters Score -2.222159e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -22222748.000000 Penalty: 5958.903809
	Iteration 3Q: 3 clusters Score -2.222275e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -22224012.000000 Penalty: 5958.903809
	Iteration 4Q: 3 clusters Score -2.222401e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -22225264.000000 Penalty: 5958.903809
	Iteration 5Q: 3 clusters Score -2.222526e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -22226898.000000 Penalty: 5958.903809
	Iteration 6Q: 3 clusters Score -2.22269e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -22229028.000000 Penalty: 5958.903809
	Iteration 7Q: 3 clusters Score -2.222903e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -22232170.000000 Penalty: 5958.903809
	Iteration 8Q: 3 clusters Score -2.223217e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -22236676.000000 Penalty: 5958.903809
	Iteration 9F: 3 clusters Score -2.223668e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -22242574.000000 Penalty: 5958.903809
	Iteration 10F: 3 clusters Score -2.224257e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -22249860.000000 Penalty: 5958.903809
	Iteration 11F: 3 clusters Score -2.224986e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -22257202.000000 Penalty: 5958.903809
	Iteration 12F: 3 clusters Score -2.22572e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134611 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -22262968.000000 Penalty: 5958.903809
	Iteration 13Q: 3 clusters Score -2.226297e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -22267128.000000 Penalty: 5958.903809
	Iteration 14Q: 3 clusters Score -2.226713e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144198 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -22269668.000000 Penalty: 5958.903809
	Iteration 15Q: 3 clusters Score -2.226967e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -22271850.000000 Penalty: 5958.903809
	Iteration 16Q: 3 clusters Score -2.227185e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -22273336.000000 Penalty: 5958.903809
	Iteration 17Q: 3 clusters Score -2.227334e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -22274728.000000 Penalty: 5958.903809
	Iteration 18Q: 3 clusters Score -2.227473e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155774 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -22276016.000000 Penalty: 5958.903809
	Iteration 19Q: 3 clusters Score -2.227602e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157669 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -22276932.000000 Penalty: 5958.903809
	Iteration 20F: 3 clusters Score -2.227693e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -22277640.000000 Penalty: 5958.903809
	Iteration 21Q: 3 clusters Score -2.227764e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -22278418.000000 Penalty: 5958.903809
	Iteration 22Q: 3 clusters Score -2.227842e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -22278854.000000 Penalty: 5958.903809
	Iteration 23Q: 3 clusters Score -2.227885e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161906 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -22279284.000000 Penalty: 5958.903809
	Iteration 24Q: 3 clusters Score -2.227928e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22279532.000000 Penalty: 5958.903809
	Iteration 25Q: 3 clusters Score -2.227953e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22279774.000000 Penalty: 5958.903809
	Iteration 26Q: 3 clusters Score -2.227977e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162978 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22279900.000000 Penalty: 5958.903809
	Iteration 27Q: 3 clusters Score -2.22799e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163150 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22279994.000000 Penalty: 5958.903809
	Iteration 28Q: 3 clusters Score -2.227999e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -22280110.000000 Penalty: 5958.903809
	Iteration 29Q: 3 clusters Score -2.228011e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22280182.000000 Penalty: 5958.903809
	Iteration 30Q: 3 clusters Score -2.228018e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22280192.000000 Penalty: 5958.903809
	Iteration 31Q: 3 clusters Score -2.228019e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22280250.000000 Penalty: 5958.903809
	Iteration 32Q: 3 clusters Score -2.228025e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22280288.000000 Penalty: 5958.903809
	Iteration 33Q: 3 clusters Score -2.228029e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22280314.000000 Penalty: 5958.903809
	Iteration 34Q: 3 clusters Score -2.228031e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22280310.000000 Penalty: 5958.903809
	Iteration 35Q: 3 clusters Score -2.228031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22280326.000000 Penalty: 5958.903809
	Iteration 36Q: 3 clusters Score -2.228033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22280312.000000 Penalty: 5958.903809
	Iteration 37Q: 3 clusters Score -2.228031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22280332.000000 Penalty: 5958.903809
	Iteration 38Q: 3 clusters Score -2.228033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22280342.000000 Penalty: 5958.903809
	Iteration 39Q: 3 clusters Score -2.228034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22280382.000000 Penalty: 5958.903809
	Iteration 40F: 3 clusters Score -2.228038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22280394.000000 Penalty: 5958.903809
	Iteration 41Q: 3 clusters Score -2.228039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22280364.000000 Penalty: 5958.903809
	Iteration 42Q: 3 clusters Score -2.228036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22280386.000000 Penalty: 5958.903809
	Iteration 43Q: 3 clusters Score -2.228039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22280386.000000 Penalty: 5958.903809
	Iteration 44Q: 3 clusters Score -2.228039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163790 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22280382.000000 Penalty: 5958.903809
	Iteration 45Q: 3 clusters Score -2.228038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163797 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22280384.000000 Penalty: 5958.903809
	Iteration 46Q: 3 clusters Score -2.228038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22280374.000000 Penalty: 5958.903809
	Iteration 47Q: 3 clusters Score -2.228037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22280372.000000 Penalty: 5958.903809
	Iteration 48Q: 3 clusters Score -2.228037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22280364.000000 Penalty: 5958.903809
	Iteration 49Q: 3 clusters Score -2.228036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22280374.000000 Penalty: 5958.903809
	Iteration 50Q: 3 clusters Score -2.228037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22280390.000000 Penalty: 5958.903809
	Iteration 51Q: 3 clusters Score -2.228039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22280384.000000 Penalty: 5958.903809
	Iteration 52Q: 3 clusters Score -2.228038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163812 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22280392.000000 Penalty: 5958.903809
	Iteration 53Q: 3 clusters Score -2.228039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22280394.000000 Penalty: 5958.903809
	Iteration 54Q: 3 clusters Score -2.228039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22280374.000000 Penalty: 5958.903809
	Iteration 55Q: 3 clusters Score -2.228037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22280390.000000 Penalty: 5958.903809
	Iteration 56Q: 3 clusters Score -2.228039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22280386.000000 Penalty: 5958.903809
	Iteration 57Q: 3 clusters Score -2.228039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22280380.000000 Penalty: 5958.903809
	Iteration 58Q: 3 clusters Score -2.228038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163826 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -22280410.000000 Penalty: 5958.903809
	Iteration 59Q: 3 clusters Score -2.228041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22280444.000000 Penalty: 5958.903809
	Iteration 60F: 3 clusters Score -2.228044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 61Q: 3 clusters Score -2.228045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22280430.000000 Penalty: 5958.903809
	Iteration 62Q: 3 clusters Score -2.228043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22280428.000000 Penalty: 5958.903809
	Iteration 63Q: 3 clusters Score -2.228043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22280426.000000 Penalty: 5958.903809
	Iteration 64Q: 3 clusters Score -2.228043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22280436.000000 Penalty: 5958.903809
	Iteration 65Q: 3 clusters Score -2.228044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22280432.000000 Penalty: 5958.903809
	Iteration 66Q: 3 clusters Score -2.228043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22280432.000000 Penalty: 5958.903809
	Iteration 67Q: 3 clusters Score -2.228043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22280436.000000 Penalty: 5958.903809
	Iteration 68Q: 3 clusters Score -2.228044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 69Q: 3 clusters Score -2.228045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22280440.000000 Penalty: 5958.903809
	Iteration 70Q: 3 clusters Score -2.228044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22280450.000000 Penalty: 5958.903809
	Iteration 71Q: 3 clusters Score -2.228045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 72Q: 3 clusters Score -2.228045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163862 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22280444.000000 Penalty: 5958.903809
	Iteration 73Q: 3 clusters Score -2.228044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 74Q: 3 clusters Score -2.228045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163869 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22280450.000000 Penalty: 5958.903809
	Iteration 75Q: 3 clusters Score -2.228045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 76Q: 3 clusters Score -2.228045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22280442.000000 Penalty: 5958.903809
	Iteration 77Q: 3 clusters Score -2.228044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22280452.000000 Penalty: 5958.903809
	Iteration 78Q: 3 clusters Score -2.228045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -22280454.000000 Penalty: 5958.903809
	Iteration 79Q: 3 clusters Score -2.228045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22280454.000000 Penalty: 5958.903809
	Iteration 80F: 3 clusters Score -2.228045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -22280456.000000 Penalty: 5958.903809
	Iteration 81Q: 3 clusters Score -2.228046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22280462.000000 Penalty: 5958.903809
	Iteration 82Q: 3 clusters Score -2.228046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163898 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22280456.000000 Penalty: 5958.903809
	Iteration 83Q: 3 clusters Score -2.228046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22280456.000000 Penalty: 5958.903809
	Iteration 84Q: 3 clusters Score -2.228046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22280458.000000 Penalty: 5958.903809
	Iteration 85Q: 3 clusters Score -2.228046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22280458.000000 Penalty: 5958.903809
	Iteration 86F: 3 clusters Score -2.228046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Entering Unmasked Estep 
Score: -3594056.000000 Penalty: 2539.093262
	Iteration 0F: 2 clusters Score -3594056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3575007.750000 Penalty: 5078.186523
	Iteration 0F: 3 clusters Score -3575008 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3581425.500000 Penalty: 5078.186523
	Iteration 1F: 3 clusters Score -3581426 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3581922.250000 Penalty: 5078.186523
	Iteration 2Q: 3 clusters Score -3581922 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3582405.500000 Penalty: 5078.186523
	Iteration 3Q: 3 clusters Score -3582406 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3582922.000000 Penalty: 5078.186523
	Iteration 4Q: 3 clusters Score -3582922 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3583567.750000 Penalty: 5078.186523
	Iteration 5Q: 3 clusters Score -3583568 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3584468.500000 Penalty: 5078.186523
	Iteration 6F: 3 clusters Score -3584468 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3585731.250000 Penalty: 5078.186523
	Iteration 7F: 3 clusters Score -3585731 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3587353.500000 Penalty: 5078.186523
	Iteration 8F: 3 clusters Score -3587354 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3589011.000000 Penalty: 5078.186523
	Iteration 9F: 3 clusters Score -3589011 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3590291.000000 Penalty: 5078.186523
	Iteration 10Q: 3 clusters Score -3590291 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3591037.250000 Penalty: 5078.186523
	Iteration 11Q: 3 clusters Score -3591037 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3591425.500000 Penalty: 5078.186523
	Iteration 12Q: 3 clusters Score -3591426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3591583.750000 Penalty: 5078.186523
	Iteration 13Q: 3 clusters Score -3591584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3591676.250000 Penalty: 5078.186523
	Iteration 14Q: 3 clusters Score -3591676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3591708.000000 Penalty: 5078.186523
	Iteration 15Q: 3 clusters Score -3591708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3591760.250000 Penalty: 5078.186523
	Iteration 16Q: 3 clusters Score -3591760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3591778.750000 Penalty: 5078.186523
	Iteration 17Q: 3 clusters Score -3591779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3591790.500000 Penalty: 5078.186523
	Iteration 18Q: 3 clusters Score -3591790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3591807.250000 Penalty: 5078.186523
	Iteration 19Q: 3 clusters Score -3591807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3591816.500000 Penalty: 5078.186523
	Iteration 20F: 3 clusters Score -3591816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3591817.500000 Penalty: 5078.186523
	Iteration 21Q: 3 clusters Score -3591818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3591826.750000 Penalty: 5078.186523
	Iteration 22Q: 3 clusters Score -3591827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3591826.000000 Penalty: 5078.186523
	Iteration 23Q: 3 clusters Score -3591826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3591826.000000 Penalty: 5078.186523
	Iteration 24F: 3 clusters Score -3591826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33098.535156 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -33098.54 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 154 members 
Entering Unmasked Estep 
Score: -31849.882812 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -31849.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31997.933594 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -31997.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32059.166016 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -32059.17 nChanged 11
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: -32109.519531 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -32109.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32133.841797 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -32133.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32144.033203 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -32144.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32150.865234 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -32150.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32150.865234 Penalty: 2824.091309
	Iteration 7F: 3 clusters Score -32150.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -114471.570312 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -114471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112575.875000 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -112575.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113047.726562 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -113047.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113463.593750 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -113463.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113840.757812 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -113840.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114102.117188 Penalty: 3415.719727
	Iteration 4F: 3 clusters Score -114102.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114305.429688 Penalty: 3415.719727
	Iteration 5F: 3 clusters Score -114305.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114479.242188 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -114479.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114627.960938 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -114628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114777.320312 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -114777.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -114871.359375 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -114871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -114927.445312 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -114927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -114938.929688 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -114938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114953.148438 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -114953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114964.742188 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -114964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115020.109375 Penalty: 3415.719727
	Iteration 14F: 3 clusters Score -115020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115103.093750 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -115103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115108.406250 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -115108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115108.406250 Penalty: 3415.719727
	Iteration 17F: 3 clusters Score -115108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 169609 members 
Mstep: Class 3 contains 151527 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 153392 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64412 members 
Mstep: Class 10 contains 199823 members 
Mstep: Class 11 contains 145136 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 44939 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 190986 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 165036 members 
Mstep: Class 19 contains 27953 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 667 members 
Entering Unmasked Estep 
Score: -180296640.000000 Penalty: 77098.109375
Splitting cluster 21 changes total score from -180297776.000000 to -180296640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 169609 members 
Mstep: Class 3 contains 151527 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 153392 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64412 members 
Mstep: Class 10 contains 199823 members 
Mstep: Class 11 contains 145136 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 44939 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 190986 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 165036 members 
Mstep: Class 19 contains 27953 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297984.000000 Penalty: 73593.648438
Iteration 119Q: 22 clusters Score -1.80298e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 169521 members 
Mstep: Class 3 contains 151504 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 153181 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64429 members 
Mstep: Class 10 contains 199683 members 
Mstep: Class 11 contains 145007 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 45977 members 
Mstep: Class 14 contains 35724 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 190790 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 164800 members 
Mstep: Class 19 contains 28038 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297936.000000 Penalty: 73593.648438
Iteration 120F: 22 clusters Score -1.802979e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 169407 members 
Mstep: Class 3 contains 151368 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 152879 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64444 members 
Mstep: Class 10 contains 199487 members 
Mstep: Class 11 contains 144838 members 
Mstep: Class 12 contains 4359 members 
Mstep: Class 13 contains 47413 members 
Mstep: Class 14 contains 35572 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 190490 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 164586 members 
Mstep: Class 19 contains 28144 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180298672.000000 Penalty: 73593.648438
Iteration 121Q: 22 clusters Score -1.802987e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 169298 members 
Mstep: Class 3 contains 151223 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 152553 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64469 members 
Mstep: Class 10 contains 199320 members 
Mstep: Class 11 contains 144663 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 48881 members 
Mstep: Class 14 contains 35428 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 190205 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 164328 members 
Mstep: Class 19 contains 28232 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180299344.000000 Penalty: 73593.648438
Iteration 122Q: 22 clusters Score -1.802993e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 169241 members 
Mstep: Class 3 contains 151045 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 5777 members 
Mstep: Class 6 contains 152150 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64490 members 
Mstep: Class 10 contains 199190 members 
Mstep: Class 11 contains 144511 members 
Mstep: Class 12 contains 4371 members 
Mstep: Class 13 contains 50341 members 
Mstep: Class 14 contains 35281 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 189943 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 164069 members 
Mstep: Class 19 contains 28299 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300320.000000 Penalty: 73593.648438
Iteration 123Q: 22 clusters Score -1.803003e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 169173 members 
Mstep: Class 3 contains 150860 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 151777 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64514 members 
Mstep: Class 10 contains 199080 members 
Mstep: Class 11 contains 144361 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 51778 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 189701 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 163745 members 
Mstep: Class 19 contains 28377 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300704.000000 Penalty: 73593.648438
Iteration 124Q: 22 clusters Score -1.803007e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 169073 members 
Mstep: Class 3 contains 150670 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 151410 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64552 members 
Mstep: Class 10 contains 198966 members 
Mstep: Class 11 contains 144210 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 53204 members 
Mstep: Class 14 contains 35020 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 189467 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 163400 members 
Mstep: Class 19 contains 28491 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300880.000000 Penalty: 73593.648438
Iteration 125Q: 22 clusters Score -1.803009e+08 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 169037 members 
Mstep: Class 3 contains 150402 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 151066 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64565 members 
Mstep: Class 10 contains 198835 members 
Mstep: Class 11 contains 144089 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 54623 members 
Mstep: Class 14 contains 34895 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 189213 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 163069 members 
Mstep: Class 19 contains 28614 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301232.000000 Penalty: 73593.648438
Iteration 126Q: 22 clusters Score -1.803012e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 169011 members 
Mstep: Class 3 contains 150174 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 6 contains 150753 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64585 members 
Mstep: Class 10 contains 198715 members 
Mstep: Class 11 contains 143953 members 
Mstep: Class 12 contains 4404 members 
Mstep: Class 13 contains 55998 members 
Mstep: Class 14 contains 34783 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 188949 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 162718 members 
Mstep: Class 19 contains 28726 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301728.000000 Penalty: 73593.648438
Iteration 127Q: 22 clusters Score -1.803017e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 168959 members 
Mstep: Class 3 contains 149974 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 150419 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64631 members 
Mstep: Class 10 contains 198567 members 
Mstep: Class 11 contains 143819 members 
Mstep: Class 12 contains 4412 members 
Mstep: Class 13 contains 57415 members 
Mstep: Class 14 contains 34675 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 188687 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 162358 members 
Mstep: Class 19 contains 28823 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301664.000000 Penalty: 73593.648438
Iteration 128Q: 22 clusters Score -1.803017e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 168921 members 
Mstep: Class 3 contains 149739 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 150012 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64659 members 
Mstep: Class 10 contains 198443 members 
Mstep: Class 11 contains 143704 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 58873 members 
Mstep: Class 14 contains 34586 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 188443 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 162010 members 
Mstep: Class 19 contains 28904 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302128.000000 Penalty: 73593.648438
Iteration 129Q: 22 clusters Score -1.803021e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 168825 members 
Mstep: Class 3 contains 149534 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 149700 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64681 members 
Mstep: Class 10 contains 198301 members 
Mstep: Class 11 contains 143534 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 60288 members 
Mstep: Class 14 contains 34491 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 188202 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 161666 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302752.000000 Penalty: 73593.648438
Iteration 130Q: 22 clusters Score -1.803028e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 168760 members 
Mstep: Class 3 contains 149360 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 149292 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64718 members 
Mstep: Class 10 contains 198205 members 
Mstep: Class 11 contains 143337 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 61742 members 
Mstep: Class 14 contains 34383 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 187948 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 161356 members 
Mstep: Class 19 contains 29096 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303248.000000 Penalty: 73593.648438
Iteration 131Q: 22 clusters Score -1.803032e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 168698 members 
Mstep: Class 3 contains 149239 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 6 contains 148805 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64751 members 
Mstep: Class 10 contains 198072 members 
Mstep: Class 11 contains 143134 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 63211 members 
Mstep: Class 14 contains 34285 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 187704 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 161040 members 
Mstep: Class 19 contains 29197 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303520.000000 Penalty: 73593.648438
Iteration 132Q: 22 clusters Score -1.803035e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 168640 members 
Mstep: Class 3 contains 149128 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 148308 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64765 members 
Mstep: Class 10 contains 197931 members 
Mstep: Class 11 contains 142998 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 64624 members 
Mstep: Class 14 contains 34176 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 187504 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 160681 members 
Mstep: Class 19 contains 29311 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303824.000000 Penalty: 73593.648438
Iteration 133Q: 22 clusters Score -1.803038e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 168570 members 
Mstep: Class 3 contains 149038 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 147829 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64808 members 
Mstep: Class 10 contains 197799 members 
Mstep: Class 11 contains 142829 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 66030 members 
Mstep: Class 14 contains 34085 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 187282 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 160267 members 
Mstep: Class 19 contains 29458 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303984.000000 Penalty: 73593.648438
Iteration 134Q: 22 clusters Score -1.80304e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 168528 members 
Mstep: Class 3 contains 148960 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 5562 members 
Mstep: Class 6 contains 147269 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64841 members 
Mstep: Class 10 contains 197676 members 
Mstep: Class 11 contains 142652 members 
Mstep: Class 12 contains 4470 members 
Mstep: Class 13 contains 67421 members 
Mstep: Class 14 contains 34005 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 187061 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 159925 members 
Mstep: Class 19 contains 29592 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304416.000000 Penalty: 73593.648438
Iteration 135Q: 22 clusters Score -1.803044e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168447 members 
Mstep: Class 3 contains 148848 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 146709 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64875 members 
Mstep: Class 10 contains 197531 members 
Mstep: Class 11 contains 142498 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 68841 members 
Mstep: Class 14 contains 33939 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 186838 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 159595 members 
Mstep: Class 19 contains 29736 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304672.000000 Penalty: 73593.648438
Iteration 136Q: 22 clusters Score -1.803047e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 168351 members 
Mstep: Class 3 contains 148741 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 146045 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64934 members 
Mstep: Class 10 contains 197460 members 
Mstep: Class 11 contains 142319 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 70330 members 
Mstep: Class 14 contains 33892 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 186561 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 159324 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304576.000000 Penalty: 73593.648438
Iteration 137Q: 22 clusters Score -1.803046e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 168319 members 
Mstep: Class 3 contains 148660 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 6 contains 145317 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64964 members 
Mstep: Class 10 contains 197426 members 
Mstep: Class 11 contains 142182 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 71772 members 
Mstep: Class 14 contains 33829 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 186304 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 159058 members 
Mstep: Class 19 contains 29924 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180305024.000000 Penalty: 73593.648438
Iteration 138Q: 22 clusters Score -1.80305e+08 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 168280 members 
Mstep: Class 3 contains 148556 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 144638 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64975 members 
Mstep: Class 10 contains 197378 members 
Mstep: Class 11 contains 142062 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 73251 members 
Mstep: Class 14 contains 33769 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 186023 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 158756 members 
Mstep: Class 19 contains 30010 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180305344.000000 Penalty: 73593.648438
Iteration 139Q: 22 clusters Score -1.803053e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168257 members 
Mstep: Class 3 contains 148498 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 143897 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64974 members 
Mstep: Class 10 contains 197327 members 
Mstep: Class 11 contains 141919 members 
Mstep: Class 12 contains 4505 members 
Mstep: Class 13 contains 74725 members 
Mstep: Class 14 contains 33725 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 185789 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 158427 members 
Mstep: Class 19 contains 30082 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180305776.000000 Penalty: 73593.648438
Iteration 140F: 22 clusters Score -1.803058e+08 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 168202 members 
Mstep: Class 3 contains 148472 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 143157 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 64993 members 
Mstep: Class 10 contains 197235 members 
Mstep: Class 11 contains 141761 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 76212 members 
Mstep: Class 14 contains 33695 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 185545 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 30173 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180305920.000000 Penalty: 73593.648438
Iteration 141Q: 22 clusters Score -1.803059e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 168108 members 
Mstep: Class 3 contains 148403 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 142330 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65021 members 
Mstep: Class 10 contains 197157 members 
Mstep: Class 11 contains 141611 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 77754 members 
Mstep: Class 14 contains 33663 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 185356 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 157793 members 
Mstep: Class 19 contains 30286 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306672.000000 Penalty: 73593.648438
Iteration 142Q: 22 clusters Score -1.803067e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 167987 members 
Mstep: Class 3 contains 148312 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 141453 members 
Mstep: Class 7 contains 2676 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65024 members 
Mstep: Class 10 contains 197110 members 
Mstep: Class 11 contains 141513 members 
Mstep: Class 12 contains 4527 members 
Mstep: Class 13 contains 79307 members 
Mstep: Class 14 contains 33618 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 185223 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 157479 members 
Mstep: Class 19 contains 30402 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306576.000000 Penalty: 73593.648438
Iteration 143Q: 22 clusters Score -1.803066e+08 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 167892 members 
Mstep: Class 3 contains 148227 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 140587 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65032 members 
Mstep: Class 10 contains 197049 members 
Mstep: Class 11 contains 141377 members 
Mstep: Class 12 contains 4534 members 
Mstep: Class 13 contains 80864 members 
Mstep: Class 14 contains 33588 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 185106 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 157147 members 
Mstep: Class 19 contains 30513 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306816.000000 Penalty: 73593.648438
Iteration 144Q: 22 clusters Score -1.803068e+08 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 167817 members 
Mstep: Class 3 contains 148103 members 
Mstep: Class 4 contains 6192 members 
Mstep: Class 5 contains 5429 members 
Mstep: Class 6 contains 139702 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65041 members 
Mstep: Class 10 contains 196978 members 
Mstep: Class 11 contains 141262 members 
Mstep: Class 12 contains 4543 members 
Mstep: Class 13 contains 82436 members 
Mstep: Class 14 contains 33562 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 184987 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 156852 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306784.000000 Penalty: 73593.648438
Iteration 145Q: 22 clusters Score -1.803068e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 167762 members 
Mstep: Class 3 contains 147971 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 138765 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65069 members 
Mstep: Class 10 contains 196879 members 
Mstep: Class 11 contains 141122 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 84065 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 184871 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 156585 members 
Mstep: Class 19 contains 30706 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307168.000000 Penalty: 73593.648438
Iteration 146Q: 22 clusters Score -1.803072e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 167710 members 
Mstep: Class 3 contains 147831 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 137875 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65085 members 
Mstep: Class 10 contains 196754 members 
Mstep: Class 11 contains 140938 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 85690 members 
Mstep: Class 14 contains 33453 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 184765 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 156350 members 
Mstep: Class 19 contains 30813 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307216.000000 Penalty: 73593.648438
Iteration 147Q: 22 clusters Score -1.803072e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 167612 members 
Mstep: Class 3 contains 147792 members 
Mstep: Class 4 contains 6312 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 137042 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65107 members 
Mstep: Class 10 contains 196615 members 
Mstep: Class 11 contains 140745 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 87277 members 
Mstep: Class 14 contains 33406 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 184638 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 156090 members 
Mstep: Class 19 contains 30895 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307360.000000 Penalty: 73593.648438
Iteration 148Q: 22 clusters Score -1.803074e+08 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 167499 members 
Mstep: Class 3 contains 147800 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 136232 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65136 members 
Mstep: Class 10 contains 196491 members 
Mstep: Class 11 contains 140515 members 
Mstep: Class 12 contains 4571 members 
Mstep: Class 13 contains 88899 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 184451 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 155803 members 
Mstep: Class 19 contains 31004 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308384.000000 Penalty: 73593.648438
Iteration 149Q: 22 clusters Score -1.803084e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 167400 members 
Mstep: Class 3 contains 147798 members 
Mstep: Class 4 contains 6392 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 135380 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65196 members 
Mstep: Class 10 contains 196428 members 
Mstep: Class 11 contains 140221 members 
Mstep: Class 12 contains 4576 members 
Mstep: Class 13 contains 90538 members 
Mstep: Class 14 contains 33326 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 184262 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 155497 members 
Mstep: Class 19 contains 31100 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307424.000000 Penalty: 73593.648438
Iteration 150Q: 22 clusters Score -1.803074e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 167328 members 
Mstep: Class 3 contains 147734 members 
Mstep: Class 4 contains 6439 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 134472 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65238 members 
Mstep: Class 10 contains 196355 members 
Mstep: Class 11 contains 139928 members 
Mstep: Class 12 contains 4582 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 33290 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 184074 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 155263 members 
Mstep: Class 19 contains 31210 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307840.000000 Penalty: 73593.648438
Iteration 151Q: 22 clusters Score -1.803078e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 167213 members 
Mstep: Class 3 contains 147661 members 
Mstep: Class 4 contains 6481 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 133455 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65283 members 
Mstep: Class 10 contains 196258 members 
Mstep: Class 11 contains 139716 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 93984 members 
Mstep: Class 14 contains 33241 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 183893 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 155076 members 
Mstep: Class 19 contains 31292 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307616.000000 Penalty: 73593.648438
Iteration 152Q: 22 clusters Score -1.803076e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 167127 members 
Mstep: Class 3 contains 147619 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 132332 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65331 members 
Mstep: Class 10 contains 196178 members 
Mstep: Class 11 contains 139563 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 95710 members 
Mstep: Class 14 contains 33185 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 183713 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154911 members 
Mstep: Class 19 contains 31376 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307792.000000 Penalty: 73593.648438
Iteration 153Q: 22 clusters Score -1.803078e+08 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 167015 members 
Mstep: Class 3 contains 147580 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 5294 members 
Mstep: Class 6 contains 131162 members 
Mstep: Class 7 contains 2664 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65368 members 
Mstep: Class 10 contains 196119 members 
Mstep: Class 11 contains 139441 members 
Mstep: Class 12 contains 4608 members 
Mstep: Class 13 contains 97466 members 
Mstep: Class 14 contains 33155 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 183527 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154751 members 
Mstep: Class 19 contains 31435 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307968.000000 Penalty: 73593.648438
Iteration 154Q: 22 clusters Score -1.80308e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 166907 members 
Mstep: Class 3 contains 147481 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 129972 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65404 members 
Mstep: Class 10 contains 196048 members 
Mstep: Class 11 contains 139366 members 
Mstep: Class 12 contains 4619 members 
Mstep: Class 13 contains 99246 members 
Mstep: Class 14 contains 33122 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 183354 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154602 members 
Mstep: Class 19 contains 31484 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308400.000000 Penalty: 73593.648438
Iteration 155Q: 22 clusters Score -1.803084e+08 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 166808 members 
Mstep: Class 3 contains 147349 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 128735 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65440 members 
Mstep: Class 10 contains 196005 members 
Mstep: Class 11 contains 139334 members 
Mstep: Class 12 contains 4627 members 
Mstep: Class 13 contains 101060 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 183163 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154455 members 
Mstep: Class 19 contains 31559 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308464.000000 Penalty: 73593.648438
Iteration 156Q: 22 clusters Score -1.803085e+08 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 166686 members 
Mstep: Class 3 contains 147293 members 
Mstep: Class 4 contains 6657 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 127539 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65476 members 
Mstep: Class 10 contains 195952 members 
Mstep: Class 11 contains 139230 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 102893 members 
Mstep: Class 14 contains 33007 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182966 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154283 members 
Mstep: Class 19 contains 31630 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308640.000000 Penalty: 73593.648438
Iteration 157Q: 22 clusters Score -1.803086e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 166589 members 
Mstep: Class 3 contains 147240 members 
Mstep: Class 4 contains 6670 members 
Mstep: Class 5 contains 5214 members 
Mstep: Class 6 contains 126254 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65515 members 
Mstep: Class 10 contains 195882 members 
Mstep: Class 11 contains 139177 members 
Mstep: Class 12 contains 4649 members 
Mstep: Class 13 contains 104748 members 
Mstep: Class 14 contains 32963 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182749 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154122 members 
Mstep: Class 19 contains 31706 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180309280.000000 Penalty: 73593.648438
Iteration 158Q: 22 clusters Score -1.803093e+08 nChanged 4837
Entering ConstructFrom: 
Score: -180309280.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -146957.546875 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -146957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144871.734375 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -144871.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145175.875000 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -145175.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145261.921875 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -145261.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145313.187500 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -145313.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145355.187500 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -145355.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -145382.046875 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -145382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145401.500000 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -145401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145412.484375 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -145412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145421.578125 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -145421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145428.296875 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -145428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145432.265625 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -145432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145436.015625 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -145436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145438.203125 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -145438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145442.359375 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -145442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145443.296875 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -145443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145443.296875 Penalty: 3504.967529
	Iteration 15F: 3 clusters Score -145443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (166533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Entering Unmasked Estep 
Score: -22457194.000000 Penalty: 2981.691406
	Iteration 0F: 2 clusters Score -2.245719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -22349866.000000 Penalty: 5963.382812
	Iteration 0F: 3 clusters Score -2.234987e+07 nChanged 79660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -22396910.000000 Penalty: 5963.382812
	Iteration 1F: 3 clusters Score -2.239691e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -22398362.000000 Penalty: 5963.382812
	Iteration 2Q: 3 clusters Score -2.239836e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -22400446.000000 Penalty: 5963.382812
	Iteration 3Q: 3 clusters Score -2.240045e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -22403222.000000 Penalty: 5963.382812
	Iteration 4Q: 3 clusters Score -2.240322e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -22407386.000000 Penalty: 5963.382812
	Iteration 5Q: 3 clusters Score -2.240739e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -22413546.000000 Penalty: 5963.382812
	Iteration 6F: 3 clusters Score -2.241355e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -22422346.000000 Penalty: 5963.382812
	Iteration 7F: 3 clusters Score -2.242235e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -22432974.000000 Penalty: 5963.382812
	Iteration 8F: 3 clusters Score -2.243297e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -22441088.000000 Penalty: 5963.382812
	Iteration 9F: 3 clusters Score -2.244109e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -22444924.000000 Penalty: 5963.382812
	Iteration 10Q: 3 clusters Score -2.244492e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -22447016.000000 Penalty: 5963.382812
	Iteration 11Q: 3 clusters Score -2.244702e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -22448870.000000 Penalty: 5963.382812
	Iteration 12Q: 3 clusters Score -2.244887e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -22450218.000000 Penalty: 5963.382812
	Iteration 13Q: 3 clusters Score -2.245022e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -22451540.000000 Penalty: 5963.382812
	Iteration 14Q: 3 clusters Score -2.245154e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -22452418.000000 Penalty: 5963.382812
	Iteration 15Q: 3 clusters Score -2.245242e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -22452988.000000 Penalty: 5963.382812
	Iteration 16Q: 3 clusters Score -2.245299e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -22453622.000000 Penalty: 5963.382812
	Iteration 17Q: 3 clusters Score -2.245362e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 112229 members 
Entering Unmasked Estep 
Score: -22454022.000000 Penalty: 5963.382812
	Iteration 18Q: 3 clusters Score -2.245402e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -22454156.000000 Penalty: 5963.382812
	Iteration 19Q: 3 clusters Score -2.245416e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -22454272.000000 Penalty: 5963.382812
	Iteration 20F: 3 clusters Score -2.245427e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -22454340.000000 Penalty: 5963.382812
	Iteration 21Q: 3 clusters Score -2.245434e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -22454452.000000 Penalty: 5963.382812
	Iteration 22Q: 3 clusters Score -2.245445e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -22454508.000000 Penalty: 5963.382812
	Iteration 23Q: 3 clusters Score -2.245451e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -22454558.000000 Penalty: 5963.382812
	Iteration 24Q: 3 clusters Score -2.245456e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -22454518.000000 Penalty: 5963.382812
	Iteration 25Q: 3 clusters Score -2.245452e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -22454554.000000 Penalty: 5963.382812
	Iteration 26Q: 3 clusters Score -2.245455e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -22454546.000000 Penalty: 5963.382812
	Iteration 27Q: 3 clusters Score -2.245455e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -22454584.000000 Penalty: 5963.382812
	Iteration 28Q: 3 clusters Score -2.245458e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -22454576.000000 Penalty: 5963.382812
	Iteration 29Q: 3 clusters Score -2.245458e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 108426 members 
Entering Unmasked Estep 
Score: -22454584.000000 Penalty: 5963.382812
	Iteration 30Q: 3 clusters Score -2.245458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -22454608.000000 Penalty: 5963.382812
	Iteration 31Q: 3 clusters Score -2.245461e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -22454584.000000 Penalty: 5963.382812
	Iteration 32Q: 3 clusters Score -2.245458e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 108002 members 
Entering Unmasked Estep 
Score: -22454598.000000 Penalty: 5963.382812
	Iteration 33Q: 3 clusters Score -2.24546e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 107865 members 
Entering Unmasked Estep 
Score: -22454614.000000 Penalty: 5963.382812
	Iteration 34Q: 3 clusters Score -2.245461e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -22454646.000000 Penalty: 5963.382812
	Iteration 35Q: 3 clusters Score -2.245465e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -22454650.000000 Penalty: 5963.382812
	Iteration 36Q: 3 clusters Score -2.245465e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -22454644.000000 Penalty: 5963.382812
	Iteration 37Q: 3 clusters Score -2.245464e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -22454688.000000 Penalty: 5963.382812
	Iteration 38Q: 3 clusters Score -2.245469e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -22454706.000000 Penalty: 5963.382812
	Iteration 39Q: 3 clusters Score -2.245471e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -22454718.000000 Penalty: 5963.382812
	Iteration 40F: 3 clusters Score -2.245472e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -22454728.000000 Penalty: 5963.382812
	Iteration 41Q: 3 clusters Score -2.245473e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -22454698.000000 Penalty: 5963.382812
	Iteration 42Q: 3 clusters Score -2.24547e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -22454718.000000 Penalty: 5963.382812
	Iteration 43Q: 3 clusters Score -2.245472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -22454736.000000 Penalty: 5963.382812
	Iteration 44Q: 3 clusters Score -2.245474e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -22454704.000000 Penalty: 5963.382812
	Iteration 45Q: 3 clusters Score -2.24547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -22454728.000000 Penalty: 5963.382812
	Iteration 46Q: 3 clusters Score -2.245473e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -22454732.000000 Penalty: 5963.382812
	Iteration 47Q: 3 clusters Score -2.245473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -22454728.000000 Penalty: 5963.382812
	Iteration 48Q: 3 clusters Score -2.245473e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 106631 members 
Entering Unmasked Estep 
Score: -22454692.000000 Penalty: 5963.382812
	Iteration 49Q: 3 clusters Score -2.245469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -22454712.000000 Penalty: 5963.382812
	Iteration 50Q: 3 clusters Score -2.245471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -22454684.000000 Penalty: 5963.382812
	Iteration 51Q: 3 clusters Score -2.245468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -22454676.000000 Penalty: 5963.382812
	Iteration 52Q: 3 clusters Score -2.245468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -22454684.000000 Penalty: 5963.382812
	Iteration 53Q: 3 clusters Score -2.245468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -22454666.000000 Penalty: 5963.382812
	Iteration 54Q: 3 clusters Score -2.245467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -22454652.000000 Penalty: 5963.382812
	Iteration 55Q: 3 clusters Score -2.245465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -22454642.000000 Penalty: 5963.382812
	Iteration 56Q: 3 clusters Score -2.245464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 106476 members 
Entering Unmasked Estep 
Score: -22454654.000000 Penalty: 5963.382812
	Iteration 57Q: 3 clusters Score -2.245465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -22454658.000000 Penalty: 5963.382812
	Iteration 58Q: 3 clusters Score -2.245466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -22454646.000000 Penalty: 5963.382812
	Iteration 59Q: 3 clusters Score -2.245465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -22454644.000000 Penalty: 5963.382812
	Iteration 60F: 3 clusters Score -2.245464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -22454658.000000 Penalty: 5963.382812
	Iteration 61Q: 3 clusters Score -2.245466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -22454660.000000 Penalty: 5963.382812
	Iteration 62Q: 3 clusters Score -2.245466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -22454664.000000 Penalty: 5963.382812
	Iteration 63Q: 3 clusters Score -2.245466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -22454636.000000 Penalty: 5963.382812
	Iteration 64Q: 3 clusters Score -2.245464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -22454644.000000 Penalty: 5963.382812
	Iteration 65Q: 3 clusters Score -2.245464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -22454640.000000 Penalty: 5963.382812
	Iteration 66Q: 3 clusters Score -2.245464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -22454656.000000 Penalty: 5963.382812
	Iteration 67Q: 3 clusters Score -2.245466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -22454662.000000 Penalty: 5963.382812
	Iteration 68Q: 3 clusters Score -2.245466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -22454662.000000 Penalty: 5963.382812
	Iteration 69Q: 3 clusters Score -2.245466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -22454652.000000 Penalty: 5963.382812
	Iteration 70Q: 3 clusters Score -2.245465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -22454648.000000 Penalty: 5963.382812
	Iteration 71Q: 3 clusters Score -2.245465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -22454656.000000 Penalty: 5963.382812
	Iteration 72Q: 3 clusters Score -2.245466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -22454628.000000 Penalty: 5963.382812
	Iteration 73Q: 3 clusters Score -2.245463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -22454630.000000 Penalty: 5963.382812
	Iteration 74Q: 3 clusters Score -2.245463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -22454604.000000 Penalty: 5963.382812
	Iteration 75Q: 3 clusters Score -2.24546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -22454592.000000 Penalty: 5963.382812
	Iteration 76Q: 3 clusters Score -2.245459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -22454582.000000 Penalty: 5963.382812
	Iteration 77Q: 3 clusters Score -2.245458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -22454592.000000 Penalty: 5963.382812
	Iteration 78Q: 3 clusters Score -2.245459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -22454586.000000 Penalty: 5963.382812
	Iteration 79Q: 3 clusters Score -2.245459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -22454586.000000 Penalty: 5963.382812
	Iteration 80F: 3 clusters Score -2.245459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -22454592.000000 Penalty: 5963.382812
	Iteration 81Q: 3 clusters Score -2.245459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -22454606.000000 Penalty: 5963.382812
	Iteration 82Q: 3 clusters Score -2.245461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -22454594.000000 Penalty: 5963.382812
	Iteration 83Q: 3 clusters Score -2.245459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -22454598.000000 Penalty: 5963.382812
	Iteration 84Q: 3 clusters Score -2.24546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -22454610.000000 Penalty: 5963.382812
	Iteration 85Q: 3 clusters Score -2.245461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -22454598.000000 Penalty: 5963.382812
	Iteration 86Q: 3 clusters Score -2.24546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -22454604.000000 Penalty: 5963.382812
	Iteration 87Q: 3 clusters Score -2.24546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -22454598.000000 Penalty: 5963.382812
	Iteration 88Q: 3 clusters Score -2.24546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -22454602.000000 Penalty: 5963.382812
	Iteration 89Q: 3 clusters Score -2.24546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -22454602.000000 Penalty: 5963.382812
	Iteration 90F: 3 clusters Score -2.24546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (147193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Entering Unmasked Estep 
Score: -19705004.000000 Penalty: 2951.075928
	Iteration 0F: 2 clusters Score -1.9705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -19608060.000000 Penalty: 5902.151855
	Iteration 0F: 3 clusters Score -1.960806e+07 nChanged 70189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -19648858.000000 Penalty: 5902.151855
	Iteration 1F: 3 clusters Score -1.964886e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -19650526.000000 Penalty: 5902.151855
	Iteration 2Q: 3 clusters Score -1.965053e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -19653304.000000 Penalty: 5902.151855
	Iteration 3Q: 3 clusters Score -1.96533e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -19657204.000000 Penalty: 5902.151855
	Iteration 4Q: 3 clusters Score -1.96572e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -19663182.000000 Penalty: 5902.151855
	Iteration 5F: 3 clusters Score -1.966318e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -19670310.000000 Penalty: 5902.151855
	Iteration 6F: 3 clusters Score -1.967031e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -19677564.000000 Penalty: 5902.151855
	Iteration 7F: 3 clusters Score -1.967756e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -19683242.000000 Penalty: 5902.151855
	Iteration 8F: 3 clusters Score -1.968324e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -19686576.000000 Penalty: 5902.151855
	Iteration 9Q: 3 clusters Score -1.968658e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -19688614.000000 Penalty: 5902.151855
	Iteration 10Q: 3 clusters Score -1.968861e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -19689732.000000 Penalty: 5902.151855
	Iteration 11Q: 3 clusters Score -1.968973e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114387 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -19690802.000000 Penalty: 5902.151855
	Iteration 12Q: 3 clusters Score -1.96908e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -19691512.000000 Penalty: 5902.151855
	Iteration 13Q: 3 clusters Score -1.969151e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -19692324.000000 Penalty: 5902.151855
	Iteration 14Q: 3 clusters Score -1.969232e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -19693050.000000 Penalty: 5902.151855
	Iteration 15Q: 3 clusters Score -1.969305e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -19693938.000000 Penalty: 5902.151855
	Iteration 16Q: 3 clusters Score -1.969394e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126332 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -19694882.000000 Penalty: 5902.151855
	Iteration 17Q: 3 clusters Score -1.969488e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -19695830.000000 Penalty: 5902.151855
	Iteration 18Q: 3 clusters Score -1.969583e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -19696904.000000 Penalty: 5902.151855
	Iteration 19Q: 3 clusters Score -1.96969e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -19697784.000000 Penalty: 5902.151855
	Iteration 20F: 3 clusters Score -1.969778e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135108 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -19698722.000000 Penalty: 5902.151855
	Iteration 21Q: 3 clusters Score -1.969872e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -19699498.000000 Penalty: 5902.151855
	Iteration 22Q: 3 clusters Score -1.96995e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -19700116.000000 Penalty: 5902.151855
	Iteration 23Q: 3 clusters Score -1.970012e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -19700652.000000 Penalty: 5902.151855
	Iteration 24Q: 3 clusters Score -1.970065e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140897 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -19701154.000000 Penalty: 5902.151855
	Iteration 25Q: 3 clusters Score -1.970115e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -19701672.000000 Penalty: 5902.151855
	Iteration 26Q: 3 clusters Score -1.970167e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -19702066.000000 Penalty: 5902.151855
	Iteration 27Q: 3 clusters Score -1.970207e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -19702268.000000 Penalty: 5902.151855
	Iteration 28Q: 3 clusters Score -1.970227e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143385 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -19702366.000000 Penalty: 5902.151855
	Iteration 29Q: 3 clusters Score -1.970237e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143676 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -19702436.000000 Penalty: 5902.151855
	Iteration 30Q: 3 clusters Score -1.970244e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19702542.000000 Penalty: 5902.151855
	Iteration 31Q: 3 clusters Score -1.970254e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -19702642.000000 Penalty: 5902.151855
	Iteration 32Q: 3 clusters Score -1.970264e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -19702710.000000 Penalty: 5902.151855
	Iteration 33Q: 3 clusters Score -1.970271e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144370 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -19702696.000000 Penalty: 5902.151855
	Iteration 34Q: 3 clusters Score -1.97027e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144475 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -19702754.000000 Penalty: 5902.151855
	Iteration 35Q: 3 clusters Score -1.970275e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144551 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19702752.000000 Penalty: 5902.151855
	Iteration 36Q: 3 clusters Score -1.970275e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -19702762.000000 Penalty: 5902.151855
	Iteration 37Q: 3 clusters Score -1.970276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144668 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -19702762.000000 Penalty: 5902.151855
	Iteration 38Q: 3 clusters Score -1.970276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19702762.000000 Penalty: 5902.151855
	Iteration 39Q: 3 clusters Score -1.970276e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -19702766.000000 Penalty: 5902.151855
	Iteration 40F: 3 clusters Score -1.970277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19702796.000000 Penalty: 5902.151855
	Iteration 41Q: 3 clusters Score -1.97028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19702816.000000 Penalty: 5902.151855
	Iteration 42Q: 3 clusters Score -1.970282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19702854.000000 Penalty: 5902.151855
	Iteration 43Q: 3 clusters Score -1.970285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19702846.000000 Penalty: 5902.151855
	Iteration 44Q: 3 clusters Score -1.970285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -19702850.000000 Penalty: 5902.151855
	Iteration 45Q: 3 clusters Score -1.970285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -19702844.000000 Penalty: 5902.151855
	Iteration 46Q: 3 clusters Score -1.970284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19702860.000000 Penalty: 5902.151855
	Iteration 47Q: 3 clusters Score -1.970286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -19702856.000000 Penalty: 5902.151855
	Iteration 48Q: 3 clusters Score -1.970286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19702874.000000 Penalty: 5902.151855
	Iteration 49Q: 3 clusters Score -1.970287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -19702888.000000 Penalty: 5902.151855
	Iteration 50Q: 3 clusters Score -1.970289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19702886.000000 Penalty: 5902.151855
	Iteration 51Q: 3 clusters Score -1.970289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -19702884.000000 Penalty: 5902.151855
	Iteration 52Q: 3 clusters Score -1.970288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19702890.000000 Penalty: 5902.151855
	Iteration 53Q: 3 clusters Score -1.970289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19702910.000000 Penalty: 5902.151855
	Iteration 54Q: 3 clusters Score -1.970291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144951 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19702888.000000 Penalty: 5902.151855
	Iteration 55Q: 3 clusters Score -1.970289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19702892.000000 Penalty: 5902.151855
	Iteration 56Q: 3 clusters Score -1.970289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19702900.000000 Penalty: 5902.151855
	Iteration 57Q: 3 clusters Score -1.97029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -19702896.000000 Penalty: 5902.151855
	Iteration 58Q: 3 clusters Score -1.97029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19702896.000000 Penalty: 5902.151855
	Iteration 59Q: 3 clusters Score -1.97029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -19702902.000000 Penalty: 5902.151855
	Iteration 60F: 3 clusters Score -1.97029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144975 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -19702906.000000 Penalty: 5902.151855
	Iteration 61Q: 3 clusters Score -1.970291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19702910.000000 Penalty: 5902.151855
	Iteration 62Q: 3 clusters Score -1.970291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144986 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19702934.000000 Penalty: 5902.151855
	Iteration 63Q: 3 clusters Score -1.970293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -19702938.000000 Penalty: 5902.151855
	Iteration 64Q: 3 clusters Score -1.970294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19702936.000000 Penalty: 5902.151855
	Iteration 65Q: 3 clusters Score -1.970294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19702938.000000 Penalty: 5902.151855
	Iteration 66Q: 3 clusters Score -1.970294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19702918.000000 Penalty: 5902.151855
	Iteration 67Q: 3 clusters Score -1.970292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145008 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19702936.000000 Penalty: 5902.151855
	Iteration 68Q: 3 clusters Score -1.970294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -19702924.000000 Penalty: 5902.151855
	Iteration 69Q: 3 clusters Score -1.970292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19702930.000000 Penalty: 5902.151855
	Iteration 70Q: 3 clusters Score -1.970293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19702930.000000 Penalty: 5902.151855
	Iteration 71Q: 3 clusters Score -1.970293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -19702930.000000 Penalty: 5902.151855
	Iteration 72Q: 3 clusters Score -1.970293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -19702936.000000 Penalty: 5902.151855
	Iteration 73Q: 3 clusters Score -1.970294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145024 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19702936.000000 Penalty: 5902.151855
	Iteration 74Q: 3 clusters Score -1.970294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19702934.000000 Penalty: 5902.151855
	Iteration 75Q: 3 clusters Score -1.970293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19702944.000000 Penalty: 5902.151855
	Iteration 76Q: 3 clusters Score -1.970294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19702950.000000 Penalty: 5902.151855
	Iteration 77Q: 3 clusters Score -1.970295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19702934.000000 Penalty: 5902.151855
	Iteration 78Q: 3 clusters Score -1.970293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19702934.000000 Penalty: 5902.151855
	Iteration 79Q: 3 clusters Score -1.970293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19702926.000000 Penalty: 5902.151855
	Iteration 80F: 3 clusters Score -1.970293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19702928.000000 Penalty: 5902.151855
	Iteration 81Q: 3 clusters Score -1.970293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19702936.000000 Penalty: 5902.151855
	Iteration 82Q: 3 clusters Score -1.970294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19702926.000000 Penalty: 5902.151855
	Iteration 83Q: 3 clusters Score -1.970293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19702924.000000 Penalty: 5902.151855
	Iteration 84Q: 3 clusters Score -1.970292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19702926.000000 Penalty: 5902.151855
	Iteration 85Q: 3 clusters Score -1.970293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19702922.000000 Penalty: 5902.151855
	Iteration 86Q: 3 clusters Score -1.970292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19702922.000000 Penalty: 5902.151855
	Iteration 87Q: 3 clusters Score -1.970292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19702922.000000 Penalty: 5902.151855
	Iteration 88F: 3 clusters Score -1.970292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -836724.250000 Penalty: 2184.845947
	Iteration 0F: 2 clusters Score -836724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -831135.750000 Penalty: 4369.691895
	Iteration 0F: 3 clusters Score -831135.8 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -832848.375000 Penalty: 4369.691895
	Iteration 1F: 3 clusters Score -832848.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -833231.750000 Penalty: 4369.691895
	Iteration 2F: 3 clusters Score -833231.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -833504.250000 Penalty: 4369.691895
	Iteration 3F: 3 clusters Score -833504.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -833724.687500 Penalty: 4369.691895
	Iteration 4Q: 3 clusters Score -833724.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -833926.750000 Penalty: 4369.691895
	Iteration 5Q: 3 clusters Score -833926.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -834090.625000 Penalty: 4369.691895
	Iteration 6Q: 3 clusters Score -834090.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -834213.062500 Penalty: 4369.691895
	Iteration 7Q: 3 clusters Score -834213.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -834294.937500 Penalty: 4369.691895
	Iteration 8Q: 3 clusters Score -834294.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -834360.812500 Penalty: 4369.691895
	Iteration 9Q: 3 clusters Score -834360.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -834417.812500 Penalty: 4369.691895
	Iteration 10Q: 3 clusters Score -834417.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -834460.750000 Penalty: 4369.691895
	Iteration 11Q: 3 clusters Score -834460.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -834491.062500 Penalty: 4369.691895
	Iteration 12Q: 3 clusters Score -834491.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -834519.000000 Penalty: 4369.691895
	Iteration 13Q: 3 clusters Score -834519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -834548.312500 Penalty: 4369.691895
	Iteration 14Q: 3 clusters Score -834548.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -834571.437500 Penalty: 4369.691895
	Iteration 15Q: 3 clusters Score -834571.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -834589.125000 Penalty: 4369.691895
	Iteration 16Q: 3 clusters Score -834589.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -834609.500000 Penalty: 4369.691895
	Iteration 17Q: 3 clusters Score -834609.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -834623.250000 Penalty: 4369.691895
	Iteration 18Q: 3 clusters Score -834623.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -834634.062500 Penalty: 4369.691895
	Iteration 19Q: 3 clusters Score -834634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -834641.437500 Penalty: 4369.691895
	Iteration 20F: 3 clusters Score -834641.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -834649.437500 Penalty: 4369.691895
	Iteration 21Q: 3 clusters Score -834649.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -834660.187500 Penalty: 4369.691895
	Iteration 22Q: 3 clusters Score -834660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -834671.000000 Penalty: 4369.691895
	Iteration 23Q: 3 clusters Score -834671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -834679.250000 Penalty: 4369.691895
	Iteration 24Q: 3 clusters Score -834679.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -834691.062500 Penalty: 4369.691895
	Iteration 25Q: 3 clusters Score -834691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -834697.750000 Penalty: 4369.691895
	Iteration 26Q: 3 clusters Score -834697.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -834702.437500 Penalty: 4369.691895
	Iteration 27Q: 3 clusters Score -834702.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -834707.750000 Penalty: 4369.691895
	Iteration 28Q: 3 clusters Score -834707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -834709.500000 Penalty: 4369.691895
	Iteration 29Q: 3 clusters Score -834709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -834715.312500 Penalty: 4369.691895
	Iteration 30Q: 3 clusters Score -834715.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -834720.250000 Penalty: 4369.691895
	Iteration 31Q: 3 clusters Score -834720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -834721.625000 Penalty: 4369.691895
	Iteration 32Q: 3 clusters Score -834721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -834721.187500 Penalty: 4369.691895
	Iteration 33Q: 3 clusters Score -834721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -834722.500000 Penalty: 4369.691895
	Iteration 34Q: 3 clusters Score -834722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -834724.437500 Penalty: 4369.691895
	Iteration 35Q: 3 clusters Score -834724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -834726.562500 Penalty: 4369.691895
	Iteration 36Q: 3 clusters Score -834726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -834728.250000 Penalty: 4369.691895
	Iteration 37Q: 3 clusters Score -834728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -834732.687500 Penalty: 4369.691895
	Iteration 38Q: 3 clusters Score -834732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -834734.937500 Penalty: 4369.691895
	Iteration 39Q: 3 clusters Score -834734.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -834740.500000 Penalty: 4369.691895
	Iteration 40F: 3 clusters Score -834740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -834746.250000 Penalty: 4369.691895
	Iteration 41Q: 3 clusters Score -834746.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -834752.062500 Penalty: 4369.691895
	Iteration 42Q: 3 clusters Score -834752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -834759.500000 Penalty: 4369.691895
	Iteration 43Q: 3 clusters Score -834759.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -834765.437500 Penalty: 4369.691895
	Iteration 44Q: 3 clusters Score -834765.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -834768.875000 Penalty: 4369.691895
	Iteration 45Q: 3 clusters Score -834768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -834775.750000 Penalty: 4369.691895
	Iteration 46Q: 3 clusters Score -834775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -834783.562500 Penalty: 4369.691895
	Iteration 47Q: 3 clusters Score -834783.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -834788.875000 Penalty: 4369.691895
	Iteration 48Q: 3 clusters Score -834788.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -834794.000000 Penalty: 4369.691895
	Iteration 49Q: 3 clusters Score -834794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -834798.125000 Penalty: 4369.691895
	Iteration 50Q: 3 clusters Score -834798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -834799.062500 Penalty: 4369.691895
	Iteration 51Q: 3 clusters Score -834799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -834804.250000 Penalty: 4369.691895
	Iteration 52Q: 3 clusters Score -834804.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -834808.625000 Penalty: 4369.691895
	Iteration 53Q: 3 clusters Score -834808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -834816.000000 Penalty: 4369.691895
	Iteration 54Q: 3 clusters Score -834816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -834823.312500 Penalty: 4369.691895
	Iteration 55Q: 3 clusters Score -834823.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -834835.750000 Penalty: 4369.691895
	Iteration 56Q: 3 clusters Score -834835.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -834842.937500 Penalty: 4369.691895
	Iteration 57Q: 3 clusters Score -834842.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -834847.500000 Penalty: 4369.691895
	Iteration 58Q: 3 clusters Score -834847.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -834852.562500 Penalty: 4369.691895
	Iteration 59Q: 3 clusters Score -834852.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -834863.437500 Penalty: 4369.691895
	Iteration 60F: 3 clusters Score -834863.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -834868.250000 Penalty: 4369.691895
	Iteration 61Q: 3 clusters Score -834868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -834872.125000 Penalty: 4369.691895
	Iteration 62Q: 3 clusters Score -834872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -834877.187500 Penalty: 4369.691895
	Iteration 63Q: 3 clusters Score -834877.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -834883.812500 Penalty: 4369.691895
	Iteration 64Q: 3 clusters Score -834883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -834890.312500 Penalty: 4369.691895
	Iteration 65Q: 3 clusters Score -834890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -834897.562500 Penalty: 4369.691895
	Iteration 66Q: 3 clusters Score -834897.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -834899.750000 Penalty: 4369.691895
	Iteration 67Q: 3 clusters Score -834899.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -834908.187500 Penalty: 4369.691895
	Iteration 68Q: 3 clusters Score -834908.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -834910.562500 Penalty: 4369.691895
	Iteration 69Q: 3 clusters Score -834910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -834917.812500 Penalty: 4369.691895
	Iteration 70Q: 3 clusters Score -834917.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -834922.937500 Penalty: 4369.691895
	Iteration 71Q: 3 clusters Score -834922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -834929.062500 Penalty: 4369.691895
	Iteration 72Q: 3 clusters Score -834929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -834931.437500 Penalty: 4369.691895
	Iteration 73Q: 3 clusters Score -834931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -834934.000000 Penalty: 4369.691895
	Iteration 74Q: 3 clusters Score -834934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -834938.437500 Penalty: 4369.691895
	Iteration 75Q: 3 clusters Score -834938.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -834942.937500 Penalty: 4369.691895
	Iteration 76Q: 3 clusters Score -834942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -834949.375000 Penalty: 4369.691895
	Iteration 77Q: 3 clusters Score -834949.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -834953.125000 Penalty: 4369.691895
	Iteration 78Q: 3 clusters Score -834953.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -834960.625000 Penalty: 4369.691895
	Iteration 79Q: 3 clusters Score -834960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -834967.562500 Penalty: 4369.691895
	Iteration 80F: 3 clusters Score -834967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -834971.437500 Penalty: 4369.691895
	Iteration 81Q: 3 clusters Score -834971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -834976.500000 Penalty: 4369.691895
	Iteration 82Q: 3 clusters Score -834976.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -834982.250000 Penalty: 4369.691895
	Iteration 83Q: 3 clusters Score -834982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -834985.625000 Penalty: 4369.691895
	Iteration 84Q: 3 clusters Score -834985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -834994.125000 Penalty: 4369.691895
	Iteration 85Q: 3 clusters Score -834994.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -835004.125000 Penalty: 4369.691895
	Iteration 86Q: 3 clusters Score -835004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -835012.000000 Penalty: 4369.691895
	Iteration 87Q: 3 clusters Score -835012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -835021.562500 Penalty: 4369.691895
	Iteration 88Q: 3 clusters Score -835021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -835025.812500 Penalty: 4369.691895
	Iteration 89Q: 3 clusters Score -835025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -835031.687500 Penalty: 4369.691895
	Iteration 90Q: 3 clusters Score -835031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -835036.437500 Penalty: 4369.691895
	Iteration 91Q: 3 clusters Score -835036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -835040.375000 Penalty: 4369.691895
	Iteration 92Q: 3 clusters Score -835040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -835050.625000 Penalty: 4369.691895
	Iteration 93Q: 3 clusters Score -835050.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -835060.750000 Penalty: 4369.691895
	Iteration 94Q: 3 clusters Score -835060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -835067.937500 Penalty: 4369.691895
	Iteration 95Q: 3 clusters Score -835067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -835073.500000 Penalty: 4369.691895
	Iteration 96Q: 3 clusters Score -835073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -835075.812500 Penalty: 4369.691895
	Iteration 97Q: 3 clusters Score -835075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -835080.312500 Penalty: 4369.691895
	Iteration 98Q: 3 clusters Score -835080.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -835088.500000 Penalty: 4369.691895
	Iteration 99Q: 3 clusters Score -835088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -835091.250000 Penalty: 4369.691895
	Iteration 100F: 3 clusters Score -835091.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -835097.562500 Penalty: 4369.691895
	Iteration 101Q: 3 clusters Score -835097.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -835104.312500 Penalty: 4369.691895
	Iteration 102Q: 3 clusters Score -835104.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -835110.937500 Penalty: 4369.691895
	Iteration 103Q: 3 clusters Score -835110.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -835116.625000 Penalty: 4369.691895
	Iteration 104Q: 3 clusters Score -835116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -835121.500000 Penalty: 4369.691895
	Iteration 105Q: 3 clusters Score -835121.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -835129.437500 Penalty: 4369.691895
	Iteration 106Q: 3 clusters Score -835129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -835136.375000 Penalty: 4369.691895
	Iteration 107Q: 3 clusters Score -835136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -835143.687500 Penalty: 4369.691895
	Iteration 108Q: 3 clusters Score -835143.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -835149.500000 Penalty: 4369.691895
	Iteration 109Q: 3 clusters Score -835149.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -835155.687500 Penalty: 4369.691895
	Iteration 110Q: 3 clusters Score -835155.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -835163.937500 Penalty: 4369.691895
	Iteration 111Q: 3 clusters Score -835163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -835167.937500 Penalty: 4369.691895
	Iteration 112Q: 3 clusters Score -835167.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -835172.062500 Penalty: 4369.691895
	Iteration 113Q: 3 clusters Score -835172.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -835177.312500 Penalty: 4369.691895
	Iteration 114Q: 3 clusters Score -835177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -835181.250000 Penalty: 4369.691895
	Iteration 115Q: 3 clusters Score -835181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -835186.187500 Penalty: 4369.691895
	Iteration 116Q: 3 clusters Score -835186.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -835187.812500 Penalty: 4369.691895
	Iteration 117Q: 3 clusters Score -835187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -835188.937500 Penalty: 4369.691895
	Iteration 118Q: 3 clusters Score -835188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -835190.000000 Penalty: 4369.691895
	Iteration 119Q: 3 clusters Score -835190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -835192.187500 Penalty: 4369.691895
	Iteration 120F: 3 clusters Score -835192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -835191.437500 Penalty: 4369.691895
	Iteration 121Q: 3 clusters Score -835191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -835191.250000 Penalty: 4369.691895
	Iteration 122Q: 3 clusters Score -835191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -835192.187500 Penalty: 4369.691895
	Iteration 123Q: 3 clusters Score -835192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -835192.187500 Penalty: 4369.691895
	Iteration 124F: 3 clusters Score -835192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -689221.750000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -689221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -684569.437500 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -684569.4 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -685729.562500 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -685729.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -685920.250000 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -685920.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -686041.875000 Penalty: 4243.980957
	Iteration 3Q: 3 clusters Score -686041.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -686131.375000 Penalty: 4243.980957
	Iteration 4Q: 3 clusters Score -686131.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -686205.000000 Penalty: 4243.980957
	Iteration 5Q: 3 clusters Score -686205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -686275.812500 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -686275.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -686348.062500 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -686348.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -686412.437500 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -686412.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -686464.750000 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -686464.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -686513.500000 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -686513.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -686551.187500 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -686551.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -686579.687500 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -686579.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -686605.687500 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -686605.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -686631.937500 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -686631.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -686665.062500 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -686665.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -686700.687500 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -686700.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -686737.250000 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -686737.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -686773.187500 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -686773.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -686806.500000 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -686806.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -686840.375000 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -686840.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -686863.875000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -686863.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -686881.437500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -686881.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -686903.125000 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -686903.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -686918.000000 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -686918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -686933.875000 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -686933.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -686947.687500 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -686947.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -686967.875000 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -686967.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -686991.125000 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -686991.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -687012.375000 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -687012.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -687036.437500 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -687036.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -687063.562500 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -687063.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -687088.312500 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -687088.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -687103.375000 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -687103.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -687114.812500 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -687114.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -687128.937500 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -687128.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -687145.500000 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -687145.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -687159.375000 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -687159.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -687167.437500 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -687167.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -687175.500000 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -687175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -687184.125000 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -687184.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -687188.937500 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -687188.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -687196.437500 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -687196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -687203.187500 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -687203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -687211.000000 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -687211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -687213.687500 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -687213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -687223.437500 Penalty: 4243.980957
	Iteration 46Q: 3 clusters Score -687223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -687229.750000 Penalty: 4243.980957
	Iteration 47Q: 3 clusters Score -687229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -687239.187500 Penalty: 4243.980957
	Iteration 48Q: 3 clusters Score -687239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -687243.312500 Penalty: 4243.980957
	Iteration 49Q: 3 clusters Score -687243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -687248.500000 Penalty: 4243.980957
	Iteration 50Q: 3 clusters Score -687248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -687252.125000 Penalty: 4243.980957
	Iteration 51Q: 3 clusters Score -687252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -687256.000000 Penalty: 4243.980957
	Iteration 52Q: 3 clusters Score -687256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -687258.812500 Penalty: 4243.980957
	Iteration 53Q: 3 clusters Score -687258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -687263.625000 Penalty: 4243.980957
	Iteration 54Q: 3 clusters Score -687263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -687270.937500 Penalty: 4243.980957
	Iteration 55Q: 3 clusters Score -687270.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -687282.187500 Penalty: 4243.980957
	Iteration 56Q: 3 clusters Score -687282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -687297.062500 Penalty: 4243.980957
	Iteration 57Q: 3 clusters Score -687297.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -687305.625000 Penalty: 4243.980957
	Iteration 58Q: 3 clusters Score -687305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -687312.812500 Penalty: 4243.980957
	Iteration 59Q: 3 clusters Score -687312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -687318.062500 Penalty: 4243.980957
	Iteration 60F: 3 clusters Score -687318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -687321.187500 Penalty: 4243.980957
	Iteration 61Q: 3 clusters Score -687321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -687321.500000 Penalty: 4243.980957
	Iteration 62Q: 3 clusters Score -687321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -687322.937500 Penalty: 4243.980957
	Iteration 63Q: 3 clusters Score -687322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -687324.375000 Penalty: 4243.980957
	Iteration 64Q: 3 clusters Score -687324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -687324.437500 Penalty: 4243.980957
	Iteration 65Q: 3 clusters Score -687324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -687325.125000 Penalty: 4243.980957
	Iteration 66Q: 3 clusters Score -687325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -687325.125000 Penalty: 4243.980957
	Iteration 67F: 3 clusters Score -687325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (124875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Entering Unmasked Estep 
Score: -16824114.000000 Penalty: 2910.296875
	Iteration 0F: 2 clusters Score -1.682411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -16740705.000000 Penalty: 5820.593750
	Iteration 0F: 3 clusters Score -1.67407e+07 nChanged 59402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -16774345.000000 Penalty: 5820.593750
	Iteration 1F: 3 clusters Score -1.677434e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -16775187.000000 Penalty: 5820.593750
	Iteration 2Q: 3 clusters Score -1.677519e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -16775976.000000 Penalty: 5820.593750
	Iteration 3Q: 3 clusters Score -1.677598e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -16777266.000000 Penalty: 5820.593750
	Iteration 4Q: 3 clusters Score -1.677727e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -16778936.000000 Penalty: 5820.593750
	Iteration 5Q: 3 clusters Score -1.677894e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -16781970.000000 Penalty: 5820.593750
	Iteration 6F: 3 clusters Score -1.678197e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -16787044.000000 Penalty: 5820.593750
	Iteration 7F: 3 clusters Score -1.678704e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -16794966.000000 Penalty: 5820.593750
	Iteration 8F: 3 clusters Score -1.679497e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -16804138.000000 Penalty: 5820.593750
	Iteration 9F: 3 clusters Score -1.680414e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -16811220.000000 Penalty: 5820.593750
	Iteration 10F: 3 clusters Score -1.681122e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -16814694.000000 Penalty: 5820.593750
	Iteration 11Q: 3 clusters Score -1.681469e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -16815932.000000 Penalty: 5820.593750
	Iteration 12Q: 3 clusters Score -1.681593e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106716 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -16816570.000000 Penalty: 5820.593750
	Iteration 13Q: 3 clusters Score -1.681657e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -16817108.000000 Penalty: 5820.593750
	Iteration 14Q: 3 clusters Score -1.681711e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -16817454.000000 Penalty: 5820.593750
	Iteration 15Q: 3 clusters Score -1.681745e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -16817796.000000 Penalty: 5820.593750
	Iteration 16Q: 3 clusters Score -1.68178e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -16818124.000000 Penalty: 5820.593750
	Iteration 17Q: 3 clusters Score -1.681812e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -16818466.000000 Penalty: 5820.593750
	Iteration 18Q: 3 clusters Score -1.681847e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112936 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -16818792.000000 Penalty: 5820.593750
	Iteration 19Q: 3 clusters Score -1.681879e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -16819030.000000 Penalty: 5820.593750
	Iteration 20F: 3 clusters Score -1.681903e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -16819204.000000 Penalty: 5820.593750
	Iteration 21Q: 3 clusters Score -1.68192e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -16819376.000000 Penalty: 5820.593750
	Iteration 22Q: 3 clusters Score -1.681938e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -16819590.000000 Penalty: 5820.593750
	Iteration 23Q: 3 clusters Score -1.681959e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -16819818.000000 Penalty: 5820.593750
	Iteration 24Q: 3 clusters Score -1.681982e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -16820088.000000 Penalty: 5820.593750
	Iteration 25Q: 3 clusters Score -1.682009e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -16820352.000000 Penalty: 5820.593750
	Iteration 26Q: 3 clusters Score -1.682035e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -16820520.000000 Penalty: 5820.593750
	Iteration 27Q: 3 clusters Score -1.682052e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119316 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -16820710.000000 Penalty: 5820.593750
	Iteration 28Q: 3 clusters Score -1.682071e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -16820910.000000 Penalty: 5820.593750
	Iteration 29Q: 3 clusters Score -1.682091e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -16821046.000000 Penalty: 5820.593750
	Iteration 30Q: 3 clusters Score -1.682105e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -16821180.000000 Penalty: 5820.593750
	Iteration 31Q: 3 clusters Score -1.682118e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121012 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -16821262.000000 Penalty: 5820.593750
	Iteration 32Q: 3 clusters Score -1.682126e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -16821310.000000 Penalty: 5820.593750
	Iteration 33Q: 3 clusters Score -1.682131e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121578 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -16821356.000000 Penalty: 5820.593750
	Iteration 34Q: 3 clusters Score -1.682136e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -16821434.000000 Penalty: 5820.593750
	Iteration 35Q: 3 clusters Score -1.682143e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -16821444.000000 Penalty: 5820.593750
	Iteration 36Q: 3 clusters Score -1.682144e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -16821480.000000 Penalty: 5820.593750
	Iteration 37Q: 3 clusters Score -1.682148e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122316 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -16821528.000000 Penalty: 5820.593750
	Iteration 38Q: 3 clusters Score -1.682153e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -16821582.000000 Penalty: 5820.593750
	Iteration 39Q: 3 clusters Score -1.682158e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -16821606.000000 Penalty: 5820.593750
	Iteration 40F: 3 clusters Score -1.682161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16821668.000000 Penalty: 5820.593750
	Iteration 41Q: 3 clusters Score -1.682167e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122781 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16821698.000000 Penalty: 5820.593750
	Iteration 42Q: 3 clusters Score -1.68217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16821738.000000 Penalty: 5820.593750
	Iteration 43Q: 3 clusters Score -1.682174e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122973 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16821748.000000 Penalty: 5820.593750
	Iteration 44Q: 3 clusters Score -1.682175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16821786.000000 Penalty: 5820.593750
	Iteration 45Q: 3 clusters Score -1.682179e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -16821810.000000 Penalty: 5820.593750
	Iteration 46Q: 3 clusters Score -1.682181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -16821816.000000 Penalty: 5820.593750
	Iteration 47Q: 3 clusters Score -1.682182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16821850.000000 Penalty: 5820.593750
	Iteration 48Q: 3 clusters Score -1.682185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16821866.000000 Penalty: 5820.593750
	Iteration 49Q: 3 clusters Score -1.682187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16821862.000000 Penalty: 5820.593750
	Iteration 50Q: 3 clusters Score -1.682186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16821876.000000 Penalty: 5820.593750
	Iteration 51Q: 3 clusters Score -1.682188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16821896.000000 Penalty: 5820.593750
	Iteration 52Q: 3 clusters Score -1.68219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16821894.000000 Penalty: 5820.593750
	Iteration 53Q: 3 clusters Score -1.682189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -16821888.000000 Penalty: 5820.593750
	Iteration 54Q: 3 clusters Score -1.682189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16821874.000000 Penalty: 5820.593750
	Iteration 55Q: 3 clusters Score -1.682187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123460 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16821884.000000 Penalty: 5820.593750
	Iteration 56Q: 3 clusters Score -1.682188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16821894.000000 Penalty: 5820.593750
	Iteration 57Q: 3 clusters Score -1.682189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16821888.000000 Penalty: 5820.593750
	Iteration 58Q: 3 clusters Score -1.682189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16821888.000000 Penalty: 5820.593750
	Iteration 59Q: 3 clusters Score -1.682189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16821914.000000 Penalty: 5820.593750
	Iteration 60F: 3 clusters Score -1.682191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16821922.000000 Penalty: 5820.593750
	Iteration 61Q: 3 clusters Score -1.682192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16821930.000000 Penalty: 5820.593750
	Iteration 62Q: 3 clusters Score -1.682193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16821922.000000 Penalty: 5820.593750
	Iteration 63Q: 3 clusters Score -1.682192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16821916.000000 Penalty: 5820.593750
	Iteration 64Q: 3 clusters Score -1.682192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16821928.000000 Penalty: 5820.593750
	Iteration 65Q: 3 clusters Score -1.682193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16821932.000000 Penalty: 5820.593750
	Iteration 66Q: 3 clusters Score -1.682193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16821940.000000 Penalty: 5820.593750
	Iteration 67Q: 3 clusters Score -1.682194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123556 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16821940.000000 Penalty: 5820.593750
	Iteration 68F: 3 clusters Score -1.682194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -354453.750000 Penalty: 1955.841431
	Iteration 0F: 2 clusters Score -354453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -351431.812500 Penalty: 3911.682861
	Iteration 0F: 3 clusters Score -351431.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -352029.468750 Penalty: 3911.682861
	Iteration 1F: 3 clusters Score -352029.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -352191.750000 Penalty: 3911.682861
	Iteration 2F: 3 clusters Score -352191.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352268.468750 Penalty: 3911.682861
	Iteration 3Q: 3 clusters Score -352268.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -352305.968750 Penalty: 3911.682861
	Iteration 4Q: 3 clusters Score -352306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -352339.593750 Penalty: 3911.682861
	Iteration 5Q: 3 clusters Score -352339.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -352372.656250 Penalty: 3911.682861
	Iteration 6Q: 3 clusters Score -352372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -352390.750000 Penalty: 3911.682861
	Iteration 7Q: 3 clusters Score -352390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -352408.687500 Penalty: 3911.682861
	Iteration 8Q: 3 clusters Score -352408.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352423.468750 Penalty: 3911.682861
	Iteration 9Q: 3 clusters Score -352423.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -352430.968750 Penalty: 3911.682861
	Iteration 10Q: 3 clusters Score -352431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -352437.218750 Penalty: 3911.682861
	Iteration 11Q: 3 clusters Score -352437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -352441.906250 Penalty: 3911.682861
	Iteration 12Q: 3 clusters Score -352441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -352448.312500 Penalty: 3911.682861
	Iteration 13Q: 3 clusters Score -352448.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352455.531250 Penalty: 3911.682861
	Iteration 14Q: 3 clusters Score -352455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -352461.500000 Penalty: 3911.682861
	Iteration 15Q: 3 clusters Score -352461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -352465.656250 Penalty: 3911.682861
	Iteration 16Q: 3 clusters Score -352465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -352469.562500 Penalty: 3911.682861
	Iteration 17Q: 3 clusters Score -352469.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -352474.093750 Penalty: 3911.682861
	Iteration 18Q: 3 clusters Score -352474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -352478.593750 Penalty: 3911.682861
	Iteration 19Q: 3 clusters Score -352478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -352481.468750 Penalty: 3911.682861
	Iteration 20F: 3 clusters Score -352481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -352487.250000 Penalty: 3911.682861
	Iteration 21Q: 3 clusters Score -352487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -352493.312500 Penalty: 3911.682861
	Iteration 22Q: 3 clusters Score -352493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -352497.968750 Penalty: 3911.682861
	Iteration 23Q: 3 clusters Score -352498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -352504.000000 Penalty: 3911.682861
	Iteration 24Q: 3 clusters Score -352504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -352508.093750 Penalty: 3911.682861
	Iteration 25Q: 3 clusters Score -352508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -352510.375000 Penalty: 3911.682861
	Iteration 26Q: 3 clusters Score -352510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -352511.187500 Penalty: 3911.682861
	Iteration 27Q: 3 clusters Score -352511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -352511.187500 Penalty: 3911.682861
	Iteration 28F: 3 clusters Score -352511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -60133.945312 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -60133.95 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 245 members 
Entering Unmasked Estep 
Score: -58729.398438 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -58729.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58901.410156 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -58901.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58992.246094 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -58992.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59039.316406 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -59039.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59071.105469 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -59071.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59076.117188 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -59076.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59077.562500 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -59077.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59080.582031 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -59080.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59080.582031 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -59080.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (65542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Entering Unmasked Estep 
Score: -8540139.000000 Penalty: 2750.430664
	Iteration 0F: 2 clusters Score -8540139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -8496203.000000 Penalty: 5500.861328
	Iteration 0F: 3 clusters Score -8496203 nChanged 30664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -8513545.000000 Penalty: 5500.861328
	Iteration 1F: 3 clusters Score -8513545 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -8514116.000000 Penalty: 5500.861328
	Iteration 2Q: 3 clusters Score -8514116 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -8514789.000000 Penalty: 5500.861328
	Iteration 3Q: 3 clusters Score -8514789 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -8515454.000000 Penalty: 5500.861328
	Iteration 4Q: 3 clusters Score -8515454 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8516229.000000 Penalty: 5500.861328
	Iteration 5Q: 3 clusters Score -8516229 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -8517074.000000 Penalty: 5500.861328
	Iteration 6Q: 3 clusters Score -8517074 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8518133.000000 Penalty: 5500.861328
	Iteration 7Q: 3 clusters Score -8518133 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -8519399.000000 Penalty: 5500.861328
	Iteration 8Q: 3 clusters Score -8519399 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8520851.000000 Penalty: 5500.861328
	Iteration 9Q: 3 clusters Score -8520851 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -8522233.000000 Penalty: 5500.861328
	Iteration 10Q: 3 clusters Score -8522233 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -8523430.000000 Penalty: 5500.861328
	Iteration 11Q: 3 clusters Score -8523430 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8524345.000000 Penalty: 5500.861328
	Iteration 12Q: 3 clusters Score -8524345 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -8524956.000000 Penalty: 5500.861328
	Iteration 13Q: 3 clusters Score -8524956 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8525361.000000 Penalty: 5500.861328
	Iteration 14Q: 3 clusters Score -8525361 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8525764.000000 Penalty: 5500.861328
	Iteration 15Q: 3 clusters Score -8525764 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8526180.000000 Penalty: 5500.861328
	Iteration 16Q: 3 clusters Score -8526180 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -8526584.000000 Penalty: 5500.861328
	Iteration 17Q: 3 clusters Score -8526584 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -8526973.000000 Penalty: 5500.861328
	Iteration 18Q: 3 clusters Score -8526973 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -8527511.000000 Penalty: 5500.861328
	Iteration 19Q: 3 clusters Score -8527511 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -8528146.000000 Penalty: 5500.861328
	Iteration 20F: 3 clusters Score -8528146 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -8528866.000000 Penalty: 5500.861328
	Iteration 21Q: 3 clusters Score -8528866 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -8530046.000000 Penalty: 5500.861328
	Iteration 22Q: 3 clusters Score -8530046 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -8532127.000000 Penalty: 5500.861328
	Iteration 23Q: 3 clusters Score -8532127 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -8534653.000000 Penalty: 5500.861328
	Iteration 24Q: 3 clusters Score -8534653 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -8535725.000000 Penalty: 5500.861328
	Iteration 25Q: 3 clusters Score -8535725 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -8536184.000000 Penalty: 5500.861328
	Iteration 26Q: 3 clusters Score -8536184 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -8536445.000000 Penalty: 5500.861328
	Iteration 27Q: 3 clusters Score -8536445 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -8536652.000000 Penalty: 5500.861328
	Iteration 28Q: 3 clusters Score -8536652 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -8536824.000000 Penalty: 5500.861328
	Iteration 29Q: 3 clusters Score -8536824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -8536912.000000 Penalty: 5500.861328
	Iteration 30Q: 3 clusters Score -8536912 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -8537014.000000 Penalty: 5500.861328
	Iteration 31Q: 3 clusters Score -8537014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -8537070.000000 Penalty: 5500.861328
	Iteration 32Q: 3 clusters Score -8537070 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -8537094.000000 Penalty: 5500.861328
	Iteration 33Q: 3 clusters Score -8537094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8537142.000000 Penalty: 5500.861328
	Iteration 34Q: 3 clusters Score -8537142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -8537196.000000 Penalty: 5500.861328
	Iteration 35Q: 3 clusters Score -8537196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -8537227.000000 Penalty: 5500.861328
	Iteration 36Q: 3 clusters Score -8537227 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -8537253.000000 Penalty: 5500.861328
	Iteration 37Q: 3 clusters Score -8537253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -8537291.000000 Penalty: 5500.861328
	Iteration 38Q: 3 clusters Score -8537291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -8537298.000000 Penalty: 5500.861328
	Iteration 39Q: 3 clusters Score -8537298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -8537312.000000 Penalty: 5500.861328
	Iteration 40F: 3 clusters Score -8537312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -8537330.000000 Penalty: 5500.861328
	Iteration 41Q: 3 clusters Score -8537330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -8537332.000000 Penalty: 5500.861328
	Iteration 42Q: 3 clusters Score -8537332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -8537347.000000 Penalty: 5500.861328
	Iteration 43Q: 3 clusters Score -8537347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -8537343.000000 Penalty: 5500.861328
	Iteration 44Q: 3 clusters Score -8537343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -8537368.000000 Penalty: 5500.861328
	Iteration 45Q: 3 clusters Score -8537368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -8537373.000000 Penalty: 5500.861328
	Iteration 46Q: 3 clusters Score -8537373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8537389.000000 Penalty: 5500.861328
	Iteration 47Q: 3 clusters Score -8537389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -8537404.000000 Penalty: 5500.861328
	Iteration 48Q: 3 clusters Score -8537404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -8537423.000000 Penalty: 5500.861328
	Iteration 49Q: 3 clusters Score -8537423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -8537419.000000 Penalty: 5500.861328
	Iteration 50Q: 3 clusters Score -8537419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8537421.000000 Penalty: 5500.861328
	Iteration 51Q: 3 clusters Score -8537421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -8537439.000000 Penalty: 5500.861328
	Iteration 52Q: 3 clusters Score -8537439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -8537453.000000 Penalty: 5500.861328
	Iteration 53Q: 3 clusters Score -8537453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -8537454.000000 Penalty: 5500.861328
	Iteration 54Q: 3 clusters Score -8537454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -8537463.000000 Penalty: 5500.861328
	Iteration 55Q: 3 clusters Score -8537463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -8537470.000000 Penalty: 5500.861328
	Iteration 56Q: 3 clusters Score -8537470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -8537472.000000 Penalty: 5500.861328
	Iteration 57Q: 3 clusters Score -8537472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -8537486.000000 Penalty: 5500.861328
	Iteration 58Q: 3 clusters Score -8537486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -8537488.000000 Penalty: 5500.861328
	Iteration 59Q: 3 clusters Score -8537488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8537490.000000 Penalty: 5500.861328
	Iteration 60F: 3 clusters Score -8537490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8537508.000000 Penalty: 5500.861328
	Iteration 61Q: 3 clusters Score -8537508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -8537530.000000 Penalty: 5500.861328
	Iteration 62Q: 3 clusters Score -8537530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -8537519.000000 Penalty: 5500.861328
	Iteration 63Q: 3 clusters Score -8537519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -8537509.000000 Penalty: 5500.861328
	Iteration 64Q: 3 clusters Score -8537509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -8537508.000000 Penalty: 5500.861328
	Iteration 65Q: 3 clusters Score -8537508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -8537529.000000 Penalty: 5500.861328
	Iteration 66Q: 3 clusters Score -8537529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -8537533.000000 Penalty: 5500.861328
	Iteration 67Q: 3 clusters Score -8537533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8537522.000000 Penalty: 5500.861328
	Iteration 68Q: 3 clusters Score -8537522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8537523.000000 Penalty: 5500.861328
	Iteration 69Q: 3 clusters Score -8537523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8537538.000000 Penalty: 5500.861328
	Iteration 70Q: 3 clusters Score -8537538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8537539.000000 Penalty: 5500.861328
	Iteration 71Q: 3 clusters Score -8537539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -8537535.000000 Penalty: 5500.861328
	Iteration 72Q: 3 clusters Score -8537535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -8537536.000000 Penalty: 5500.861328
	Iteration 73Q: 3 clusters Score -8537536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -8537538.000000 Penalty: 5500.861328
	Iteration 74Q: 3 clusters Score -8537538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -8537539.000000 Penalty: 5500.861328
	Iteration 75Q: 3 clusters Score -8537539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -8537532.000000 Penalty: 5500.861328
	Iteration 76Q: 3 clusters Score -8537532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -8537531.000000 Penalty: 5500.861328
	Iteration 77Q: 3 clusters Score -8537531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -8537544.000000 Penalty: 5500.861328
	Iteration 78Q: 3 clusters Score -8537544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -8537542.000000 Penalty: 5500.861328
	Iteration 79Q: 3 clusters Score -8537542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -8537541.000000 Penalty: 5500.861328
	Iteration 80F: 3 clusters Score -8537541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -8537540.000000 Penalty: 5500.861328
	Iteration 81Q: 3 clusters Score -8537540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -8537544.000000 Penalty: 5500.861328
	Iteration 82Q: 3 clusters Score -8537544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -8537541.000000 Penalty: 5500.861328
	Iteration 83Q: 3 clusters Score -8537541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -8537550.000000 Penalty: 5500.861328
	Iteration 84Q: 3 clusters Score -8537550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -8537542.000000 Penalty: 5500.861328
	Iteration 85Q: 3 clusters Score -8537542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -8537541.000000 Penalty: 5500.861328
	Iteration 86Q: 3 clusters Score -8537541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -8537543.000000 Penalty: 5500.861328
	Iteration 87Q: 3 clusters Score -8537543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -8537548.000000 Penalty: 5500.861328
	Iteration 88Q: 3 clusters Score -8537548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -8537548.000000 Penalty: 5500.861328
	Iteration 89Q: 3 clusters Score -8537548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -8537546.000000 Penalty: 5500.861328
	Iteration 90Q: 3 clusters Score -8537546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -8537551.000000 Penalty: 5500.861328
	Iteration 91Q: 3 clusters Score -8537551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -8537545.000000 Penalty: 5500.861328
	Iteration 92Q: 3 clusters Score -8537545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -8537548.000000 Penalty: 5500.861328
	Iteration 93Q: 3 clusters Score -8537548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -8537553.000000 Penalty: 5500.861328
	Iteration 94Q: 3 clusters Score -8537553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -8537557.000000 Penalty: 5500.861328
	Iteration 95Q: 3 clusters Score -8537557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -8537561.000000 Penalty: 5500.861328
	Iteration 96Q: 3 clusters Score -8537561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8537565.000000 Penalty: 5500.861328
	Iteration 97Q: 3 clusters Score -8537565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -8537559.000000 Penalty: 5500.861328
	Iteration 98Q: 3 clusters Score -8537559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -8537554.000000 Penalty: 5500.861328
	Iteration 99Q: 3 clusters Score -8537554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -8537560.000000 Penalty: 5500.861328
	Iteration 100F: 3 clusters Score -8537560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -8537558.000000 Penalty: 5500.861328
	Iteration 101Q: 3 clusters Score -8537558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -8537553.000000 Penalty: 5500.861328
	Iteration 102Q: 3 clusters Score -8537553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -8537567.000000 Penalty: 5500.861328
	Iteration 103Q: 3 clusters Score -8537567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8537578.000000 Penalty: 5500.861328
	Iteration 104Q: 3 clusters Score -8537578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -8537566.000000 Penalty: 5500.861328
	Iteration 105Q: 3 clusters Score -8537566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -8537562.000000 Penalty: 5500.861328
	Iteration 106Q: 3 clusters Score -8537562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -8537569.000000 Penalty: 5500.861328
	Iteration 107Q: 3 clusters Score -8537569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -8537568.000000 Penalty: 5500.861328
	Iteration 108Q: 3 clusters Score -8537568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8537574.000000 Penalty: 5500.861328
	Iteration 109Q: 3 clusters Score -8537574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -8537571.000000 Penalty: 5500.861328
	Iteration 110Q: 3 clusters Score -8537571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -8537571.000000 Penalty: 5500.861328
	Iteration 111Q: 3 clusters Score -8537571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -8537570.000000 Penalty: 5500.861328
	Iteration 112Q: 3 clusters Score -8537570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 62891 members 
Entering Unmasked Estep 
Score: -8537575.000000 Penalty: 5500.861328
	Iteration 113Q: 3 clusters Score -8537575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -8537571.000000 Penalty: 5500.861328
	Iteration 114Q: 3 clusters Score -8537571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8537561.000000 Penalty: 5500.861328
	Iteration 115Q: 3 clusters Score -8537561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -8537564.000000 Penalty: 5500.861328
	Iteration 116Q: 3 clusters Score -8537564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -8537564.000000 Penalty: 5500.861328
	Iteration 117F: 3 clusters Score -8537564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (195812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195812 members 
Entering Unmasked Estep 
Score: -26424380.000000 Penalty: 3021.857666
	Iteration 0F: 2 clusters Score -2.642438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -26316218.000000 Penalty: 6043.715332
	Iteration 0F: 3 clusters Score -2.631622e+07 nChanged 94068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -26370564.000000 Penalty: 6043.715332
	Iteration 1F: 3 clusters Score -2.637056e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -26371590.000000 Penalty: 6043.715332
	Iteration 2Q: 3 clusters Score -2.637159e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -26372932.000000 Penalty: 6043.715332
	Iteration 3Q: 3 clusters Score -2.637293e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -26375024.000000 Penalty: 6043.715332
	Iteration 4Q: 3 clusters Score -2.637502e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -26378078.000000 Penalty: 6043.715332
	Iteration 5Q: 3 clusters Score -2.637808e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122955 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -26383588.000000 Penalty: 6043.715332
	Iteration 6F: 3 clusters Score -2.638359e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135389 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -26393254.000000 Penalty: 6043.715332
	Iteration 7F: 3 clusters Score -2.639325e+07 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -26405300.000000 Penalty: 6043.715332
	Iteration 8F: 3 clusters Score -2.64053e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -26415356.000000 Penalty: 6043.715332
	Iteration 9F: 3 clusters Score -2.641536e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172549 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -26421392.000000 Penalty: 6043.715332
	Iteration 10F: 3 clusters Score -2.642139e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -26424448.000000 Penalty: 6043.715332
	Iteration 11Q: 3 clusters Score -2.642445e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180468 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -26425670.000000 Penalty: 6043.715332
	Iteration 12Q: 3 clusters Score -2.642567e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -26425932.000000 Penalty: 6043.715332
	Iteration 13Q: 3 clusters Score -2.642593e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183866 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -26425950.000000 Penalty: 6043.715332
	Iteration 14Q: 3 clusters Score -2.642595e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185134 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -26425560.000000 Penalty: 6043.715332
	Iteration 15Q: 3 clusters Score -2.642556e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -26425182.000000 Penalty: 6043.715332
	Iteration 16Q: 3 clusters Score -2.642518e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187117 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -26424972.000000 Penalty: 6043.715332
	Iteration 17Q: 3 clusters Score -2.642497e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187947 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -26424622.000000 Penalty: 6043.715332
	Iteration 18Q: 3 clusters Score -2.642462e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188654 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -26424414.000000 Penalty: 6043.715332
	Iteration 19Q: 3 clusters Score -2.642441e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189300 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -26424210.000000 Penalty: 6043.715332
	Iteration 20F: 3 clusters Score -2.642421e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189869 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -26424028.000000 Penalty: 6043.715332
	Iteration 21Q: 3 clusters Score -2.642403e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -26423940.000000 Penalty: 6043.715332
	Iteration 22Q: 3 clusters Score -2.642394e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190838 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -26423768.000000 Penalty: 6043.715332
	Iteration 23Q: 3 clusters Score -2.642377e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191264 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -26423656.000000 Penalty: 6043.715332
	Iteration 24Q: 3 clusters Score -2.642366e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -26423412.000000 Penalty: 6043.715332
	Iteration 25Q: 3 clusters Score -2.642341e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -26423242.000000 Penalty: 6043.715332
	Iteration 26Q: 3 clusters Score -2.642324e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -26423198.000000 Penalty: 6043.715332
	Iteration 27Q: 3 clusters Score -2.64232e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192782 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -26423140.000000 Penalty: 6043.715332
	Iteration 28Q: 3 clusters Score -2.642314e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193077 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -26423022.000000 Penalty: 6043.715332
	Iteration 29Q: 3 clusters Score -2.642302e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193350 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -26422902.000000 Penalty: 6043.715332
	Iteration 30Q: 3 clusters Score -2.64229e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -26422794.000000 Penalty: 6043.715332
	Iteration 31Q: 3 clusters Score -2.642279e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193786 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -26422792.000000 Penalty: 6043.715332
	Iteration 32Q: 3 clusters Score -2.642279e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193956 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -26422732.000000 Penalty: 6043.715332
	Iteration 33Q: 3 clusters Score -2.642273e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194123 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -26422660.000000 Penalty: 6043.715332
	Iteration 34Q: 3 clusters Score -2.642266e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194266 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26422670.000000 Penalty: 6043.715332
	Iteration 35Q: 3 clusters Score -2.642267e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194380 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -26422614.000000 Penalty: 6043.715332
	Iteration 36Q: 3 clusters Score -2.642261e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -26422608.000000 Penalty: 6043.715332
	Iteration 37Q: 3 clusters Score -2.642261e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194537 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -26422620.000000 Penalty: 6043.715332
	Iteration 38Q: 3 clusters Score -2.642262e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194593 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -26422606.000000 Penalty: 6043.715332
	Iteration 39Q: 3 clusters Score -2.642261e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194637 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -26422588.000000 Penalty: 6043.715332
	Iteration 40F: 3 clusters Score -2.642259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -26422552.000000 Penalty: 6043.715332
	Iteration 41Q: 3 clusters Score -2.642255e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194724 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -26422550.000000 Penalty: 6043.715332
	Iteration 42Q: 3 clusters Score -2.642255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194761 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -26422556.000000 Penalty: 6043.715332
	Iteration 43Q: 3 clusters Score -2.642256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194795 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -26422550.000000 Penalty: 6043.715332
	Iteration 44Q: 3 clusters Score -2.642255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194830 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -26422548.000000 Penalty: 6043.715332
	Iteration 45Q: 3 clusters Score -2.642255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194858 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -26422528.000000 Penalty: 6043.715332
	Iteration 46Q: 3 clusters Score -2.642253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -26422514.000000 Penalty: 6043.715332
	Iteration 47Q: 3 clusters Score -2.642251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194918 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -26422492.000000 Penalty: 6043.715332
	Iteration 48Q: 3 clusters Score -2.642249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -26422504.000000 Penalty: 6043.715332
	Iteration 49Q: 3 clusters Score -2.64225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194957 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -26422498.000000 Penalty: 6043.715332
	Iteration 50Q: 3 clusters Score -2.64225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194966 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -26422478.000000 Penalty: 6043.715332
	Iteration 51Q: 3 clusters Score -2.642248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194976 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -26422448.000000 Penalty: 6043.715332
	Iteration 52Q: 3 clusters Score -2.642245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -26422444.000000 Penalty: 6043.715332
	Iteration 53Q: 3 clusters Score -2.642244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194992 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -26422434.000000 Penalty: 6043.715332
	Iteration 54Q: 3 clusters Score -2.642243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194999 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -26422454.000000 Penalty: 6043.715332
	Iteration 55Q: 3 clusters Score -2.642245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -26422436.000000 Penalty: 6043.715332
	Iteration 56Q: 3 clusters Score -2.642244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -26422444.000000 Penalty: 6043.715332
	Iteration 57Q: 3 clusters Score -2.642244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195020 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -26422448.000000 Penalty: 6043.715332
	Iteration 58Q: 3 clusters Score -2.642245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195029 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -26422446.000000 Penalty: 6043.715332
	Iteration 59Q: 3 clusters Score -2.642245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195036 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -26422456.000000 Penalty: 6043.715332
	Iteration 60F: 3 clusters Score -2.642246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195046 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -26422460.000000 Penalty: 6043.715332
	Iteration 61Q: 3 clusters Score -2.642246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -26422462.000000 Penalty: 6043.715332
	Iteration 62Q: 3 clusters Score -2.642246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195062 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -26422460.000000 Penalty: 6043.715332
	Iteration 63Q: 3 clusters Score -2.642246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195072 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -26422470.000000 Penalty: 6043.715332
	Iteration 64Q: 3 clusters Score -2.642247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195081 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -26422466.000000 Penalty: 6043.715332
	Iteration 65Q: 3 clusters Score -2.642247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195091 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -26422464.000000 Penalty: 6043.715332
	Iteration 66Q: 3 clusters Score -2.642246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -26422472.000000 Penalty: 6043.715332
	Iteration 67Q: 3 clusters Score -2.642247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195101 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -26422482.000000 Penalty: 6043.715332
	Iteration 68Q: 3 clusters Score -2.642248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195101 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -26422482.000000 Penalty: 6043.715332
	Iteration 69F: 3 clusters Score -2.642248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (139127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Entering Unmasked Estep 
Score: -18624358.000000 Penalty: 2937.099365
	Iteration 0F: 2 clusters Score -1.862436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -18531720.000000 Penalty: 5874.198730
	Iteration 0F: 3 clusters Score -1.853172e+07 nChanged 66307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -18569966.000000 Penalty: 5874.198730
	Iteration 1F: 3 clusters Score -1.856997e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -18571052.000000 Penalty: 5874.198730
	Iteration 2Q: 3 clusters Score -1.857105e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -18572990.000000 Penalty: 5874.198730
	Iteration 3Q: 3 clusters Score -1.857299e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -18576558.000000 Penalty: 5874.198730
	Iteration 4Q: 3 clusters Score -1.857656e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -18582646.000000 Penalty: 5874.198730
	Iteration 5F: 3 clusters Score -1.858265e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -18592704.000000 Penalty: 5874.198730
	Iteration 6F: 3 clusters Score -1.85927e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -18604920.000000 Penalty: 5874.198730
	Iteration 7F: 3 clusters Score -1.860492e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -18614854.000000 Penalty: 5874.198730
	Iteration 8F: 3 clusters Score -1.861485e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -18618568.000000 Penalty: 5874.198730
	Iteration 9Q: 3 clusters Score -1.861857e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -18620000.000000 Penalty: 5874.198730
	Iteration 10Q: 3 clusters Score -1.862e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -18620660.000000 Penalty: 5874.198730
	Iteration 11Q: 3 clusters Score -1.862066e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -18621130.000000 Penalty: 5874.198730
	Iteration 12Q: 3 clusters Score -1.862113e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -18621486.000000 Penalty: 5874.198730
	Iteration 13Q: 3 clusters Score -1.862149e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -18621654.000000 Penalty: 5874.198730
	Iteration 14Q: 3 clusters Score -1.862165e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -18621826.000000 Penalty: 5874.198730
	Iteration 15Q: 3 clusters Score -1.862183e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -18621958.000000 Penalty: 5874.198730
	Iteration 16Q: 3 clusters Score -1.862196e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -18622044.000000 Penalty: 5874.198730
	Iteration 17Q: 3 clusters Score -1.862204e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -18622012.000000 Penalty: 5874.198730
	Iteration 18Q: 3 clusters Score -1.862201e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -18622052.000000 Penalty: 5874.198730
	Iteration 19Q: 3 clusters Score -1.862205e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -18622070.000000 Penalty: 5874.198730
	Iteration 20F: 3 clusters Score -1.862207e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -18622112.000000 Penalty: 5874.198730
	Iteration 21Q: 3 clusters Score -1.862211e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 112079 members 
Entering Unmasked Estep 
Score: -18622164.000000 Penalty: 5874.198730
	Iteration 22Q: 3 clusters Score -1.862216e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -18622152.000000 Penalty: 5874.198730
	Iteration 23Q: 3 clusters Score -1.862215e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -18622170.000000 Penalty: 5874.198730
	Iteration 24Q: 3 clusters Score -1.862217e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -18622152.000000 Penalty: 5874.198730
	Iteration 25Q: 3 clusters Score -1.862215e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 112811 members 
Entering Unmasked Estep 
Score: -18622248.000000 Penalty: 5874.198730
	Iteration 26Q: 3 clusters Score -1.862225e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -18622242.000000 Penalty: 5874.198730
	Iteration 27Q: 3 clusters Score -1.862224e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 113146 members 
Entering Unmasked Estep 
Score: -18622286.000000 Penalty: 5874.198730
	Iteration 28Q: 3 clusters Score -1.862229e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -18622306.000000 Penalty: 5874.198730
	Iteration 29Q: 3 clusters Score -1.862231e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -18622332.000000 Penalty: 5874.198730
	Iteration 30Q: 3 clusters Score -1.862233e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 113573 members 
Entering Unmasked Estep 
Score: -18622346.000000 Penalty: 5874.198730
	Iteration 31Q: 3 clusters Score -1.862235e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -18622378.000000 Penalty: 5874.198730
	Iteration 32Q: 3 clusters Score -1.862238e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -18622370.000000 Penalty: 5874.198730
	Iteration 33Q: 3 clusters Score -1.862237e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -18622398.000000 Penalty: 5874.198730
	Iteration 34Q: 3 clusters Score -1.86224e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -18622440.000000 Penalty: 5874.198730
	Iteration 35Q: 3 clusters Score -1.862244e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -18622458.000000 Penalty: 5874.198730
	Iteration 36Q: 3 clusters Score -1.862246e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -18622472.000000 Penalty: 5874.198730
	Iteration 37Q: 3 clusters Score -1.862247e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -18622488.000000 Penalty: 5874.198730
	Iteration 38Q: 3 clusters Score -1.862249e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -18622482.000000 Penalty: 5874.198730
	Iteration 39Q: 3 clusters Score -1.862248e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -18622558.000000 Penalty: 5874.198730
	Iteration 40F: 3 clusters Score -1.862256e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -18622584.000000 Penalty: 5874.198730
	Iteration 41Q: 3 clusters Score -1.862258e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -18622614.000000 Penalty: 5874.198730
	Iteration 42Q: 3 clusters Score -1.862261e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -18622612.000000 Penalty: 5874.198730
	Iteration 43Q: 3 clusters Score -1.862261e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 115131 members 
Entering Unmasked Estep 
Score: -18622640.000000 Penalty: 5874.198730
	Iteration 44Q: 3 clusters Score -1.862264e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -18622628.000000 Penalty: 5874.198730
	Iteration 45Q: 3 clusters Score -1.862263e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -18622646.000000 Penalty: 5874.198730
	Iteration 46Q: 3 clusters Score -1.862265e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -18622662.000000 Penalty: 5874.198730
	Iteration 47Q: 3 clusters Score -1.862266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -18622672.000000 Penalty: 5874.198730
	Iteration 48Q: 3 clusters Score -1.862267e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -18622694.000000 Penalty: 5874.198730
	Iteration 49Q: 3 clusters Score -1.862269e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -18622722.000000 Penalty: 5874.198730
	Iteration 50Q: 3 clusters Score -1.862272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -18622708.000000 Penalty: 5874.198730
	Iteration 51Q: 3 clusters Score -1.862271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 115725 members 
Entering Unmasked Estep 
Score: -18622718.000000 Penalty: 5874.198730
	Iteration 52Q: 3 clusters Score -1.862272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 115775 members 
Entering Unmasked Estep 
Score: -18622742.000000 Penalty: 5874.198730
	Iteration 53Q: 3 clusters Score -1.862274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 115831 members 
Entering Unmasked Estep 
Score: -18622762.000000 Penalty: 5874.198730
	Iteration 54Q: 3 clusters Score -1.862276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 115887 members 
Entering Unmasked Estep 
Score: -18622786.000000 Penalty: 5874.198730
	Iteration 55Q: 3 clusters Score -1.862279e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -18622804.000000 Penalty: 5874.198730
	Iteration 56Q: 3 clusters Score -1.86228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -18622784.000000 Penalty: 5874.198730
	Iteration 57Q: 3 clusters Score -1.862278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -18622812.000000 Penalty: 5874.198730
	Iteration 58Q: 3 clusters Score -1.862281e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -18622828.000000 Penalty: 5874.198730
	Iteration 59Q: 3 clusters Score -1.862283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -18622842.000000 Penalty: 5874.198730
	Iteration 60F: 3 clusters Score -1.862284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -18622872.000000 Penalty: 5874.198730
	Iteration 61Q: 3 clusters Score -1.862287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -18622882.000000 Penalty: 5874.198730
	Iteration 62Q: 3 clusters Score -1.862288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 116356 members 
Entering Unmasked Estep 
Score: -18622872.000000 Penalty: 5874.198730
	Iteration 63Q: 3 clusters Score -1.862287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -18622870.000000 Penalty: 5874.198730
	Iteration 64Q: 3 clusters Score -1.862287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -18622858.000000 Penalty: 5874.198730
	Iteration 65Q: 3 clusters Score -1.862286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -18622858.000000 Penalty: 5874.198730
	Iteration 66Q: 3 clusters Score -1.862286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
Score: -18622868.000000 Penalty: 5874.198730
	Iteration 67Q: 3 clusters Score -1.862287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 116542 members 
Entering Unmasked Estep 
Score: -18622884.000000 Penalty: 5874.198730
	Iteration 68Q: 3 clusters Score -1.862288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 116564 members 
Entering Unmasked Estep 
Score: -18622884.000000 Penalty: 5874.198730
	Iteration 69Q: 3 clusters Score -1.862288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -18622886.000000 Penalty: 5874.198730
	Iteration 70Q: 3 clusters Score -1.862289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -18622910.000000 Penalty: 5874.198730
	Iteration 71Q: 3 clusters Score -1.862291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -18622926.000000 Penalty: 5874.198730
	Iteration 72Q: 3 clusters Score -1.862293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 116683 members 
Entering Unmasked Estep 
Score: -18622952.000000 Penalty: 5874.198730
	Iteration 73Q: 3 clusters Score -1.862295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 116719 members 
Entering Unmasked Estep 
Score: -18622962.000000 Penalty: 5874.198730
	Iteration 74Q: 3 clusters Score -1.862296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 116753 members 
Entering Unmasked Estep 
Score: -18622978.000000 Penalty: 5874.198730
	Iteration 75Q: 3 clusters Score -1.862298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 76Q: 3 clusters Score -1.862297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -18622972.000000 Penalty: 5874.198730
	Iteration 77Q: 3 clusters Score -1.862297e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 116838 members 
Entering Unmasked Estep 
Score: -18622988.000000 Penalty: 5874.198730
	Iteration 78Q: 3 clusters Score -1.862299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 116865 members 
Entering Unmasked Estep 
Score: -18622988.000000 Penalty: 5874.198730
	Iteration 79Q: 3 clusters Score -1.862299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 80F: 3 clusters Score -1.862297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
Score: -18622980.000000 Penalty: 5874.198730
	Iteration 81Q: 3 clusters Score -1.862298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 116958 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 82Q: 3 clusters Score -1.862297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -18622966.000000 Penalty: 5874.198730
	Iteration 83Q: 3 clusters Score -1.862297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -18622954.000000 Penalty: 5874.198730
	Iteration 84Q: 3 clusters Score -1.862295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -18622972.000000 Penalty: 5874.198730
	Iteration 85Q: 3 clusters Score -1.862297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -18622976.000000 Penalty: 5874.198730
	Iteration 86Q: 3 clusters Score -1.862298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 117079 members 
Entering Unmasked Estep 
Score: -18622972.000000 Penalty: 5874.198730
	Iteration 87Q: 3 clusters Score -1.862297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -18622990.000000 Penalty: 5874.198730
	Iteration 88Q: 3 clusters Score -1.862299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -18622974.000000 Penalty: 5874.198730
	Iteration 89Q: 3 clusters Score -1.862297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -18622954.000000 Penalty: 5874.198730
	Iteration 90Q: 3 clusters Score -1.862295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -18622948.000000 Penalty: 5874.198730
	Iteration 91Q: 3 clusters Score -1.862295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -18622942.000000 Penalty: 5874.198730
	Iteration 92Q: 3 clusters Score -1.862294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -18622950.000000 Penalty: 5874.198730
	Iteration 93Q: 3 clusters Score -1.862295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 117229 members 
Entering Unmasked Estep 
Score: -18622946.000000 Penalty: 5874.198730
	Iteration 94Q: 3 clusters Score -1.862295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -18622980.000000 Penalty: 5874.198730
	Iteration 95Q: 3 clusters Score -1.862298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -18622974.000000 Penalty: 5874.198730
	Iteration 96Q: 3 clusters Score -1.862297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 117293 members 
Entering Unmasked Estep 
Score: -18622982.000000 Penalty: 5874.198730
	Iteration 97Q: 3 clusters Score -1.862298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -18622972.000000 Penalty: 5874.198730
	Iteration 98Q: 3 clusters Score -1.862297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 99Q: 3 clusters Score -1.862297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -18622990.000000 Penalty: 5874.198730
	Iteration 100F: 3 clusters Score -1.862299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -18622996.000000 Penalty: 5874.198730
	Iteration 101Q: 3 clusters Score -1.8623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 102Q: 3 clusters Score -1.862297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 117359 members 
Entering Unmasked Estep 
Score: -18622990.000000 Penalty: 5874.198730
	Iteration 103Q: 3 clusters Score -1.862299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -18622982.000000 Penalty: 5874.198730
	Iteration 104Q: 3 clusters Score -1.862298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 117381 members 
Entering Unmasked Estep 
Score: -18622974.000000 Penalty: 5874.198730
	Iteration 105Q: 3 clusters Score -1.862297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -18622970.000000 Penalty: 5874.198730
	Iteration 106Q: 3 clusters Score -1.862297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -18622976.000000 Penalty: 5874.198730
	Iteration 107Q: 3 clusters Score -1.862298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -18622976.000000 Penalty: 5874.198730
	Iteration 108Q: 3 clusters Score -1.862298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -18622988.000000 Penalty: 5874.198730
	Iteration 109Q: 3 clusters Score -1.862299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -18622988.000000 Penalty: 5874.198730
	Iteration 110F: 3 clusters Score -1.862299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -594383.062500 Penalty: 2094.852295
	Iteration 0F: 2 clusters Score -594383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -590109.687500 Penalty: 4189.704590
	Iteration 0F: 3 clusters Score -590109.7 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -591211.187500 Penalty: 4189.704590
	Iteration 1F: 3 clusters Score -591211.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -591512.437500 Penalty: 4189.704590
	Iteration 2F: 3 clusters Score -591512.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -591759.500000 Penalty: 4189.704590
	Iteration 3F: 3 clusters Score -591759.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -591955.125000 Penalty: 4189.704590
	Iteration 4F: 3 clusters Score -591955.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -592141.875000 Penalty: 4189.704590
	Iteration 5F: 3 clusters Score -592141.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -592313.062500 Penalty: 4189.704590
	Iteration 6Q: 3 clusters Score -592313.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -592469.312500 Penalty: 4189.704590
	Iteration 7Q: 3 clusters Score -592469.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -592569.250000 Penalty: 4189.704590
	Iteration 8Q: 3 clusters Score -592569.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -592635.750000 Penalty: 4189.704590
	Iteration 9Q: 3 clusters Score -592635.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -592690.937500 Penalty: 4189.704590
	Iteration 10Q: 3 clusters Score -592690.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -592735.500000 Penalty: 4189.704590
	Iteration 11Q: 3 clusters Score -592735.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -592775.250000 Penalty: 4189.704590
	Iteration 12Q: 3 clusters Score -592775.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -592808.375000 Penalty: 4189.704590
	Iteration 13Q: 3 clusters Score -592808.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -592840.625000 Penalty: 4189.704590
	Iteration 14Q: 3 clusters Score -592840.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -592865.625000 Penalty: 4189.704590
	Iteration 15Q: 3 clusters Score -592865.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -592884.625000 Penalty: 4189.704590
	Iteration 16Q: 3 clusters Score -592884.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -592895.937500 Penalty: 4189.704590
	Iteration 17Q: 3 clusters Score -592895.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -592904.750000 Penalty: 4189.704590
	Iteration 18Q: 3 clusters Score -592904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -592913.562500 Penalty: 4189.704590
	Iteration 19Q: 3 clusters Score -592913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -592918.125000 Penalty: 4189.704590
	Iteration 20F: 3 clusters Score -592918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -592925.250000 Penalty: 4189.704590
	Iteration 21Q: 3 clusters Score -592925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -592927.562500 Penalty: 4189.704590
	Iteration 22Q: 3 clusters Score -592927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -592928.250000 Penalty: 4189.704590
	Iteration 23Q: 3 clusters Score -592928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -592929.062500 Penalty: 4189.704590
	Iteration 24Q: 3 clusters Score -592929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -592929.312500 Penalty: 4189.704590
	Iteration 25Q: 3 clusters Score -592929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -592930.312500 Penalty: 4189.704590
	Iteration 26Q: 3 clusters Score -592930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -592929.687500 Penalty: 4189.704590
	Iteration 27Q: 3 clusters Score -592929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -592932.062500 Penalty: 4189.704590
	Iteration 28Q: 3 clusters Score -592932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -592931.437500 Penalty: 4189.704590
	Iteration 29Q: 3 clusters Score -592931.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -592931.437500 Penalty: 4189.704590
	Iteration 30F: 3 clusters Score -592931.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Entering Unmasked Estep 
Score: -14462968.000000 Penalty: 2870.941895
	Iteration 0F: 2 clusters Score -1.446297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -14391811.000000 Penalty: 5741.883789
	Iteration 0F: 3 clusters Score -1.439181e+07 nChanged 50488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -14420628.000000 Penalty: 5741.883789
	Iteration 1F: 3 clusters Score -1.442063e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -14421206.000000 Penalty: 5741.883789
	Iteration 2Q: 3 clusters Score -1.442121e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -14421875.000000 Penalty: 5741.883789
	Iteration 3Q: 3 clusters Score -1.442188e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -14422785.000000 Penalty: 5741.883789
	Iteration 4Q: 3 clusters Score -1.442278e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -14423889.000000 Penalty: 5741.883789
	Iteration 5Q: 3 clusters Score -1.442389e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -14425566.000000 Penalty: 5741.883789
	Iteration 6Q: 3 clusters Score -1.442557e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -14428225.000000 Penalty: 5741.883789
	Iteration 7Q: 3 clusters Score -1.442822e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -14432506.000000 Penalty: 5741.883789
	Iteration 8F: 3 clusters Score -1.443251e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -14438439.000000 Penalty: 5741.883789
	Iteration 9F: 3 clusters Score -1.443844e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -14444995.000000 Penalty: 5741.883789
	Iteration 10F: 3 clusters Score -1.4445e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -14450457.000000 Penalty: 5741.883789
	Iteration 11F: 3 clusters Score -1.445046e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -14454302.000000 Penalty: 5741.883789
	Iteration 12Q: 3 clusters Score -1.44543e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -14456719.000000 Penalty: 5741.883789
	Iteration 13Q: 3 clusters Score -1.445672e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14458208.000000 Penalty: 5741.883789
	Iteration 14Q: 3 clusters Score -1.445821e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -14459137.000000 Penalty: 5741.883789
	Iteration 15Q: 3 clusters Score -1.445914e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14459619.000000 Penalty: 5741.883789
	Iteration 16Q: 3 clusters Score -1.445962e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14459956.000000 Penalty: 5741.883789
	Iteration 17Q: 3 clusters Score -1.445996e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14460121.000000 Penalty: 5741.883789
	Iteration 18Q: 3 clusters Score -1.446012e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14460249.000000 Penalty: 5741.883789
	Iteration 19Q: 3 clusters Score -1.446025e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14460311.000000 Penalty: 5741.883789
	Iteration 20F: 3 clusters Score -1.446031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14460325.000000 Penalty: 5741.883789
	Iteration 21Q: 3 clusters Score -1.446032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14460364.000000 Penalty: 5741.883789
	Iteration 22Q: 3 clusters Score -1.446036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14460408.000000 Penalty: 5741.883789
	Iteration 23Q: 3 clusters Score -1.446041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14460437.000000 Penalty: 5741.883789
	Iteration 24Q: 3 clusters Score -1.446044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14460435.000000 Penalty: 5741.883789
	Iteration 25Q: 3 clusters Score -1.446044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14460450.000000 Penalty: 5741.883789
	Iteration 26Q: 3 clusters Score -1.446045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14460457.000000 Penalty: 5741.883789
	Iteration 27Q: 3 clusters Score -1.446046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14460457.000000 Penalty: 5741.883789
	Iteration 28Q: 3 clusters Score -1.446046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -14460478.000000 Penalty: 5741.883789
	Iteration 29Q: 3 clusters Score -1.446048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14460478.000000 Penalty: 5741.883789
	Iteration 30Q: 3 clusters Score -1.446048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14460486.000000 Penalty: 5741.883789
	Iteration 31Q: 3 clusters Score -1.446049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14460474.000000 Penalty: 5741.883789
	Iteration 32Q: 3 clusters Score -1.446047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14460479.000000 Penalty: 5741.883789
	Iteration 33Q: 3 clusters Score -1.446048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14460479.000000 Penalty: 5741.883789
	Iteration 34Q: 3 clusters Score -1.446048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14460479.000000 Penalty: 5741.883789
	Iteration 35F: 3 clusters Score -1.446048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Entering Unmasked Estep 
Score: -4483428.000000 Penalty: 2579.685547
	Iteration 0F: 2 clusters Score -4483428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4460944.500000 Penalty: 5159.371094
	Iteration 0F: 3 clusters Score -4460944 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4469415.500000 Penalty: 5159.371094
	Iteration 1F: 3 clusters Score -4469416 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4470176.500000 Penalty: 5159.371094
	Iteration 2F: 3 clusters Score -4470176 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4471079.000000 Penalty: 5159.371094
	Iteration 3F: 3 clusters Score -4471079 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4472187.500000 Penalty: 5159.371094
	Iteration 4F: 3 clusters Score -4472188 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4473584.500000 Penalty: 5159.371094
	Iteration 5F: 3 clusters Score -4473584 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4475077.500000 Penalty: 5159.371094
	Iteration 6F: 3 clusters Score -4475078 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4476537.000000 Penalty: 5159.371094
	Iteration 7F: 3 clusters Score -4476537 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4477785.000000 Penalty: 5159.371094
	Iteration 8F: 3 clusters Score -4477785 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -4478421.500000 Penalty: 5159.371094
	Iteration 9Q: 3 clusters Score -4478422 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4478698.000000 Penalty: 5159.371094
	Iteration 10Q: 3 clusters Score -4478698 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4478861.000000 Penalty: 5159.371094
	Iteration 11Q: 3 clusters Score -4478861 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4478967.500000 Penalty: 5159.371094
	Iteration 12Q: 3 clusters Score -4478968 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4479032.500000 Penalty: 5159.371094
	Iteration 13Q: 3 clusters Score -4479032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4479081.000000 Penalty: 5159.371094
	Iteration 14Q: 3 clusters Score -4479081 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4479143.000000 Penalty: 5159.371094
	Iteration 15Q: 3 clusters Score -4479143 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4479207.000000 Penalty: 5159.371094
	Iteration 16Q: 3 clusters Score -4479207 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4479268.500000 Penalty: 5159.371094
	Iteration 17Q: 3 clusters Score -4479268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4479320.000000 Penalty: 5159.371094
	Iteration 18Q: 3 clusters Score -4479320 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4479363.000000 Penalty: 5159.371094
	Iteration 19Q: 3 clusters Score -4479363 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4479424.000000 Penalty: 5159.371094
	Iteration 20F: 3 clusters Score -4479424 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4479478.000000 Penalty: 5159.371094
	Iteration 21Q: 3 clusters Score -4479478 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4479540.000000 Penalty: 5159.371094
	Iteration 22Q: 3 clusters Score -4479540 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4479587.500000 Penalty: 5159.371094
	Iteration 23Q: 3 clusters Score -4479588 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4479656.000000 Penalty: 5159.371094
	Iteration 24Q: 3 clusters Score -4479656 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4479708.500000 Penalty: 5159.371094
	Iteration 25Q: 3 clusters Score -4479708 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4479764.500000 Penalty: 5159.371094
	Iteration 26Q: 3 clusters Score -4479764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4479806.500000 Penalty: 5159.371094
	Iteration 27Q: 3 clusters Score -4479806 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4479883.500000 Penalty: 5159.371094
	Iteration 28Q: 3 clusters Score -4479884 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4479945.500000 Penalty: 5159.371094
	Iteration 29Q: 3 clusters Score -4479946 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4479999.500000 Penalty: 5159.371094
	Iteration 30Q: 3 clusters Score -4480000 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4480053.000000 Penalty: 5159.371094
	Iteration 31Q: 3 clusters Score -4480053 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4480106.000000 Penalty: 5159.371094
	Iteration 32Q: 3 clusters Score -4480106 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4480159.500000 Penalty: 5159.371094
	Iteration 33Q: 3 clusters Score -4480160 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -4480212.000000 Penalty: 5159.371094
	Iteration 34Q: 3 clusters Score -4480212 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4480259.000000 Penalty: 5159.371094
	Iteration 35Q: 3 clusters Score -4480259 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4480297.000000 Penalty: 5159.371094
	Iteration 36Q: 3 clusters Score -4480297 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4480331.000000 Penalty: 5159.371094
	Iteration 37Q: 3 clusters Score -4480331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4480371.000000 Penalty: 5159.371094
	Iteration 38Q: 3 clusters Score -4480371 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4480409.500000 Penalty: 5159.371094
	Iteration 39Q: 3 clusters Score -4480410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4480457.500000 Penalty: 5159.371094
	Iteration 40F: 3 clusters Score -4480458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4480497.500000 Penalty: 5159.371094
	Iteration 41Q: 3 clusters Score -4480498 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4480543.000000 Penalty: 5159.371094
	Iteration 42Q: 3 clusters Score -4480543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4480592.500000 Penalty: 5159.371094
	Iteration 43Q: 3 clusters Score -4480592 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4480616.500000 Penalty: 5159.371094
	Iteration 44Q: 3 clusters Score -4480616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4480655.000000 Penalty: 5159.371094
	Iteration 45Q: 3 clusters Score -4480655 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4480702.500000 Penalty: 5159.371094
	Iteration 46Q: 3 clusters Score -4480702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4480750.000000 Penalty: 5159.371094
	Iteration 47Q: 3 clusters Score -4480750 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4480785.000000 Penalty: 5159.371094
	Iteration 48Q: 3 clusters Score -4480785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4480829.000000 Penalty: 5159.371094
	Iteration 49Q: 3 clusters Score -4480829 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4480874.500000 Penalty: 5159.371094
	Iteration 50Q: 3 clusters Score -4480874 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4480904.000000 Penalty: 5159.371094
	Iteration 51Q: 3 clusters Score -4480904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4480942.500000 Penalty: 5159.371094
	Iteration 52Q: 3 clusters Score -4480942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4480972.000000 Penalty: 5159.371094
	Iteration 53Q: 3 clusters Score -4480972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4481010.500000 Penalty: 5159.371094
	Iteration 54Q: 3 clusters Score -4481010 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4481042.000000 Penalty: 5159.371094
	Iteration 55Q: 3 clusters Score -4481042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4481076.500000 Penalty: 5159.371094
	Iteration 56Q: 3 clusters Score -4481076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4481097.500000 Penalty: 5159.371094
	Iteration 57Q: 3 clusters Score -4481098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4481112.000000 Penalty: 5159.371094
	Iteration 58Q: 3 clusters Score -4481112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4481137.500000 Penalty: 5159.371094
	Iteration 59Q: 3 clusters Score -4481138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4481149.000000 Penalty: 5159.371094
	Iteration 60F: 3 clusters Score -4481149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4481157.000000 Penalty: 5159.371094
	Iteration 61Q: 3 clusters Score -4481157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4481171.000000 Penalty: 5159.371094
	Iteration 62Q: 3 clusters Score -4481171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4481178.000000 Penalty: 5159.371094
	Iteration 63Q: 3 clusters Score -4481178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4481183.500000 Penalty: 5159.371094
	Iteration 64Q: 3 clusters Score -4481184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4481184.000000 Penalty: 5159.371094
	Iteration 65Q: 3 clusters Score -4481184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4481190.500000 Penalty: 5159.371094
	Iteration 66Q: 3 clusters Score -4481190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4481187.500000 Penalty: 5159.371094
	Iteration 67Q: 3 clusters Score -4481188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4481198.000000 Penalty: 5159.371094
	Iteration 68Q: 3 clusters Score -4481198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4481201.500000 Penalty: 5159.371094
	Iteration 69Q: 3 clusters Score -4481202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4481200.500000 Penalty: 5159.371094
	Iteration 70Q: 3 clusters Score -4481200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4481215.500000 Penalty: 5159.371094
	Iteration 71Q: 3 clusters Score -4481216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4481225.500000 Penalty: 5159.371094
	Iteration 72Q: 3 clusters Score -4481226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4481226.500000 Penalty: 5159.371094
	Iteration 73Q: 3 clusters Score -4481226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4481233.500000 Penalty: 5159.371094
	Iteration 74Q: 3 clusters Score -4481234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4481237.500000 Penalty: 5159.371094
	Iteration 75Q: 3 clusters Score -4481238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4481242.500000 Penalty: 5159.371094
	Iteration 76Q: 3 clusters Score -4481242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4481246.000000 Penalty: 5159.371094
	Iteration 77Q: 3 clusters Score -4481246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4481241.500000 Penalty: 5159.371094
	Iteration 78Q: 3 clusters Score -4481242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4481246.500000 Penalty: 5159.371094
	Iteration 79Q: 3 clusters Score -4481246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4481253.500000 Penalty: 5159.371094
	Iteration 80F: 3 clusters Score -4481254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4481257.000000 Penalty: 5159.371094
	Iteration 81Q: 3 clusters Score -4481257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4481253.000000 Penalty: 5159.371094
	Iteration 82Q: 3 clusters Score -4481253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4481255.500000 Penalty: 5159.371094
	Iteration 83Q: 3 clusters Score -4481256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4481262.000000 Penalty: 5159.371094
	Iteration 84Q: 3 clusters Score -4481262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4481270.500000 Penalty: 5159.371094
	Iteration 85Q: 3 clusters Score -4481270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4481266.500000 Penalty: 5159.371094
	Iteration 86Q: 3 clusters Score -4481266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4481271.000000 Penalty: 5159.371094
	Iteration 87Q: 3 clusters Score -4481271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4481272.500000 Penalty: 5159.371094
	Iteration 88Q: 3 clusters Score -4481272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4481273.500000 Penalty: 5159.371094
	Iteration 89Q: 3 clusters Score -4481274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4481270.000000 Penalty: 5159.371094
	Iteration 90Q: 3 clusters Score -4481270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4481274.000000 Penalty: 5159.371094
	Iteration 91Q: 3 clusters Score -4481274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4481274.000000 Penalty: 5159.371094
	Iteration 92Q: 3 clusters Score -4481274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4481274.000000 Penalty: 5159.371094
	Iteration 93F: 3 clusters Score -4481274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44510.867188 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44510.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43136.644531 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43136.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43342.617188 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43342.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43448.343750 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43448.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43474.964844 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43474.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43525.554688 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43525.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43561.253906 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43561.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43566.976562 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43566.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43571.539062 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43571.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43571.539062 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -43571.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182599 members 
Entering Unmasked Estep 
Score: -24552940.000000 Penalty: 3004.531738
	Iteration 0F: 2 clusters Score -2.455294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -24439104.000000 Penalty: 6009.063477
	Iteration 0F: 3 clusters Score -2.44391e+07 nChanged 87838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -24490370.000000 Penalty: 6009.063477
	Iteration 1F: 3 clusters Score -2.449037e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -24491438.000000 Penalty: 6009.063477
	Iteration 2Q: 3 clusters Score -2.449144e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -24493112.000000 Penalty: 6009.063477
	Iteration 3Q: 3 clusters Score -2.449311e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -24495378.000000 Penalty: 6009.063477
	Iteration 4Q: 3 clusters Score -2.449538e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -24498740.000000 Penalty: 6009.063477
	Iteration 5Q: 3 clusters Score -2.449874e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -24503720.000000 Penalty: 6009.063477
	Iteration 6F: 3 clusters Score -2.450372e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -24510648.000000 Penalty: 6009.063477
	Iteration 7F: 3 clusters Score -2.451065e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -24519250.000000 Penalty: 6009.063477
	Iteration 8F: 3 clusters Score -2.451925e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -24528062.000000 Penalty: 6009.063477
	Iteration 9F: 3 clusters Score -2.452806e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -24533794.000000 Penalty: 6009.063477
	Iteration 10F: 3 clusters Score -2.453379e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -24536356.000000 Penalty: 6009.063477
	Iteration 11Q: 3 clusters Score -2.453636e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -24537690.000000 Penalty: 6009.063477
	Iteration 12Q: 3 clusters Score -2.453769e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116548 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -24538606.000000 Penalty: 6009.063477
	Iteration 13Q: 3 clusters Score -2.453861e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -24539444.000000 Penalty: 6009.063477
	Iteration 14Q: 3 clusters Score -2.453944e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -24540274.000000 Penalty: 6009.063477
	Iteration 15Q: 3 clusters Score -2.454027e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -24541084.000000 Penalty: 6009.063477
	Iteration 16Q: 3 clusters Score -2.454108e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -24541950.000000 Penalty: 6009.063477
	Iteration 17Q: 3 clusters Score -2.454195e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -24542794.000000 Penalty: 6009.063477
	Iteration 18Q: 3 clusters Score -2.454279e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132394 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -24543642.000000 Penalty: 6009.063477
	Iteration 19Q: 3 clusters Score -2.454364e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -24544354.000000 Penalty: 6009.063477
	Iteration 20F: 3 clusters Score -2.454435e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -24545262.000000 Penalty: 6009.063477
	Iteration 21Q: 3 clusters Score -2.454526e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -24546110.000000 Penalty: 6009.063477
	Iteration 22Q: 3 clusters Score -2.454611e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -24546924.000000 Penalty: 6009.063477
	Iteration 23Q: 3 clusters Score -2.454692e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -24547524.000000 Penalty: 6009.063477
	Iteration 24Q: 3 clusters Score -2.454752e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -24548184.000000 Penalty: 6009.063477
	Iteration 25Q: 3 clusters Score -2.454818e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -24548782.000000 Penalty: 6009.063477
	Iteration 26Q: 3 clusters Score -2.454878e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -24549280.000000 Penalty: 6009.063477
	Iteration 27Q: 3 clusters Score -2.454928e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -24549774.000000 Penalty: 6009.063477
	Iteration 28Q: 3 clusters Score -2.454977e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161908 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -24550346.000000 Penalty: 6009.063477
	Iteration 29Q: 3 clusters Score -2.455035e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -24550836.000000 Penalty: 6009.063477
	Iteration 30Q: 3 clusters Score -2.455084e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -24551062.000000 Penalty: 6009.063477
	Iteration 31Q: 3 clusters Score -2.455106e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -24551140.000000 Penalty: 6009.063477
	Iteration 32Q: 3 clusters Score -2.455114e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -24551284.000000 Penalty: 6009.063477
	Iteration 33Q: 3 clusters Score -2.455128e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171658 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -24551434.000000 Penalty: 6009.063477
	Iteration 34Q: 3 clusters Score -2.455143e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -24551652.000000 Penalty: 6009.063477
	Iteration 35Q: 3 clusters Score -2.455165e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -24551716.000000 Penalty: 6009.063477
	Iteration 36Q: 3 clusters Score -2.455172e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -24551858.000000 Penalty: 6009.063477
	Iteration 37Q: 3 clusters Score -2.455186e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -24551984.000000 Penalty: 6009.063477
	Iteration 38Q: 3 clusters Score -2.455198e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176143 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -24551918.000000 Penalty: 6009.063477
	Iteration 39Q: 3 clusters Score -2.455192e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176617 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -24552060.000000 Penalty: 6009.063477
	Iteration 40F: 3 clusters Score -2.455206e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177204 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -24552062.000000 Penalty: 6009.063477
	Iteration 41Q: 3 clusters Score -2.455206e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177661 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -24552018.000000 Penalty: 6009.063477
	Iteration 42Q: 3 clusters Score -2.455202e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178026 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -24551948.000000 Penalty: 6009.063477
	Iteration 43Q: 3 clusters Score -2.455195e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178333 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -24551966.000000 Penalty: 6009.063477
	Iteration 44Q: 3 clusters Score -2.455197e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -24551918.000000 Penalty: 6009.063477
	Iteration 45Q: 3 clusters Score -2.455192e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178761 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -24551904.000000 Penalty: 6009.063477
	Iteration 46Q: 3 clusters Score -2.45519e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -24551872.000000 Penalty: 6009.063477
	Iteration 47Q: 3 clusters Score -2.455187e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -24551832.000000 Penalty: 6009.063477
	Iteration 48Q: 3 clusters Score -2.455183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -24551786.000000 Penalty: 6009.063477
	Iteration 49Q: 3 clusters Score -2.455179e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -24551768.000000 Penalty: 6009.063477
	Iteration 50Q: 3 clusters Score -2.455177e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179398 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -24551734.000000 Penalty: 6009.063477
	Iteration 51Q: 3 clusters Score -2.455173e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -24551732.000000 Penalty: 6009.063477
	Iteration 52Q: 3 clusters Score -2.455173e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -24551738.000000 Penalty: 6009.063477
	Iteration 53Q: 3 clusters Score -2.455174e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179592 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -24551748.000000 Penalty: 6009.063477
	Iteration 54Q: 3 clusters Score -2.455175e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -24551750.000000 Penalty: 6009.063477
	Iteration 55Q: 3 clusters Score -2.455175e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -24551760.000000 Penalty: 6009.063477
	Iteration 56Q: 3 clusters Score -2.455176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179706 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -24551734.000000 Penalty: 6009.063477
	Iteration 57Q: 3 clusters Score -2.455173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179730 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -24551718.000000 Penalty: 6009.063477
	Iteration 58Q: 3 clusters Score -2.455172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -24551720.000000 Penalty: 6009.063477
	Iteration 59Q: 3 clusters Score -2.455172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -24551706.000000 Penalty: 6009.063477
	Iteration 60F: 3 clusters Score -2.455171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -24551698.000000 Penalty: 6009.063477
	Iteration 61Q: 3 clusters Score -2.45517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179863 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -24551712.000000 Penalty: 6009.063477
	Iteration 62Q: 3 clusters Score -2.455171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179883 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24551712.000000 Penalty: 6009.063477
	Iteration 63Q: 3 clusters Score -2.455171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179903 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -24551724.000000 Penalty: 6009.063477
	Iteration 64Q: 3 clusters Score -2.455172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179915 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24551722.000000 Penalty: 6009.063477
	Iteration 65Q: 3 clusters Score -2.455172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -24551714.000000 Penalty: 6009.063477
	Iteration 66Q: 3 clusters Score -2.455171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -24551702.000000 Penalty: 6009.063477
	Iteration 67Q: 3 clusters Score -2.45517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -24551690.000000 Penalty: 6009.063477
	Iteration 68Q: 3 clusters Score -2.455169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179961 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -24551690.000000 Penalty: 6009.063477
	Iteration 69Q: 3 clusters Score -2.455169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -24551688.000000 Penalty: 6009.063477
	Iteration 70Q: 3 clusters Score -2.455169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -24551692.000000 Penalty: 6009.063477
	Iteration 71Q: 3 clusters Score -2.455169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179978 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -24551694.000000 Penalty: 6009.063477
	Iteration 72Q: 3 clusters Score -2.455169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -24551692.000000 Penalty: 6009.063477
	Iteration 73Q: 3 clusters Score -2.455169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179980 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -24551684.000000 Penalty: 6009.063477
	Iteration 74Q: 3 clusters Score -2.455168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179984 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24551694.000000 Penalty: 6009.063477
	Iteration 75Q: 3 clusters Score -2.455169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -24551698.000000 Penalty: 6009.063477
	Iteration 76Q: 3 clusters Score -2.45517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179991 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -24551702.000000 Penalty: 6009.063477
	Iteration 77Q: 3 clusters Score -2.45517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179995 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -24551704.000000 Penalty: 6009.063477
	Iteration 78Q: 3 clusters Score -2.45517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -24551700.000000 Penalty: 6009.063477
	Iteration 79Q: 3 clusters Score -2.45517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -24551692.000000 Penalty: 6009.063477
	Iteration 80F: 3 clusters Score -2.455169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180018 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24551686.000000 Penalty: 6009.063477
	Iteration 81Q: 3 clusters Score -2.455169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180031 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -24551658.000000 Penalty: 6009.063477
	Iteration 82Q: 3 clusters Score -2.455166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -24551682.000000 Penalty: 6009.063477
	Iteration 83Q: 3 clusters Score -2.455168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180041 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24551666.000000 Penalty: 6009.063477
	Iteration 84Q: 3 clusters Score -2.455167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -24551670.000000 Penalty: 6009.063477
	Iteration 85Q: 3 clusters Score -2.455167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180061 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -24551670.000000 Penalty: 6009.063477
	Iteration 86Q: 3 clusters Score -2.455167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180068 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -24551660.000000 Penalty: 6009.063477
	Iteration 87Q: 3 clusters Score -2.455166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180070 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -24551652.000000 Penalty: 6009.063477
	Iteration 88Q: 3 clusters Score -2.455165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -24551648.000000 Penalty: 6009.063477
	Iteration 89Q: 3 clusters Score -2.455165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -24551658.000000 Penalty: 6009.063477
	Iteration 90Q: 3 clusters Score -2.455166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180076 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -24551650.000000 Penalty: 6009.063477
	Iteration 91Q: 3 clusters Score -2.455165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180078 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -24551658.000000 Penalty: 6009.063477
	Iteration 92Q: 3 clusters Score -2.455166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -24551666.000000 Penalty: 6009.063477
	Iteration 93Q: 3 clusters Score -2.455167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -24551668.000000 Penalty: 6009.063477
	Iteration 94Q: 3 clusters Score -2.455167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -24551668.000000 Penalty: 6009.063477
	Iteration 95F: 3 clusters Score -2.455167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -158877.343750 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -158877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156711.390625 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -156711.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157137.906250 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -157137.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157364.843750 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -157364.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157605.468750 Penalty: 3552.933350
	Iteration 3F: 3 clusters Score -157605.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157923.687500 Penalty: 3552.933350
	Iteration 4F: 3 clusters Score -157923.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -158417.640625 Penalty: 3552.933350
	Iteration 5F: 3 clusters Score -158417.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -158965.125000 Penalty: 3552.933350
	Iteration 6F: 3 clusters Score -158965.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -159153.468750 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -159153.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -159306.984375 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -159307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -159362.890625 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -159362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -159371.531250 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -159371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -159372.312500 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -159372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159373.515625 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -159373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159373.515625 Penalty: 3552.933350
	Iteration 13F: 3 clusters Score -159373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166533 members 
Mstep: Class 3 contains 147193 members 
Mstep: Class 4 contains 6700 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 124875 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65542 members 
Mstep: Class 10 contains 195812 members 
Mstep: Class 11 contains 139127 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 106551 members 
Mstep: Class 14 contains 32924 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182599 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 154008 members 
Mstep: Class 19 contains 31748 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 374 members 
Entering Unmasked Estep 
Score: -180308928.000000 Penalty: 77098.109375
Splitting cluster 17 changes total score from -180309280.000000 to -180308928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (154008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154008 members 
Entering Unmasked Estep 
Score: -20817580.000000 Penalty: 2962.300293
	Iteration 0F: 2 clusters Score -2.081758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -20716718.000000 Penalty: 5924.600586
	Iteration 0F: 3 clusters Score -2.071672e+07 nChanged 73556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -20759376.000000 Penalty: 5924.600586
	Iteration 1F: 3 clusters Score -2.075938e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69344 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -20760660.000000 Penalty: 5924.600586
	Iteration 2Q: 3 clusters Score -2.076066e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -20762678.000000 Penalty: 5924.600586
	Iteration 3Q: 3 clusters Score -2.076268e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -20766152.000000 Penalty: 5924.600586
	Iteration 4Q: 3 clusters Score -2.076615e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -20771968.000000 Penalty: 5924.600586
	Iteration 5F: 3 clusters Score -2.077197e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -20781250.000000 Penalty: 5924.600586
	Iteration 6F: 3 clusters Score -2.078125e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -20792558.000000 Penalty: 5924.600586
	Iteration 7F: 3 clusters Score -2.079256e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -20802372.000000 Penalty: 5924.600586
	Iteration 8F: 3 clusters Score -2.080237e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 144488 members 
Entering Unmasked Estep 
Score: -20808520.000000 Penalty: 5924.600586
	Iteration 9Q: 3 clusters Score -2.080852e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -20811912.000000 Penalty: 5924.600586
	Iteration 10Q: 3 clusters Score -2.081191e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 150982 members 
Entering Unmasked Estep 
Score: -20813414.000000 Penalty: 5924.600586
	Iteration 11Q: 3 clusters Score -2.081341e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -20814138.000000 Penalty: 5924.600586
	Iteration 12Q: 3 clusters Score -2.081414e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -20814512.000000 Penalty: 5924.600586
	Iteration 13Q: 3 clusters Score -2.081451e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -20814708.000000 Penalty: 5924.600586
	Iteration 14Q: 3 clusters Score -2.081471e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -20814840.000000 Penalty: 5924.600586
	Iteration 15Q: 3 clusters Score -2.081484e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -20814916.000000 Penalty: 5924.600586
	Iteration 16Q: 3 clusters Score -2.081492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -20814948.000000 Penalty: 5924.600586
	Iteration 17Q: 3 clusters Score -2.081495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153304 members 
Entering Unmasked Estep 
Score: -20814972.000000 Penalty: 5924.600586
	Iteration 18Q: 3 clusters Score -2.081497e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -20815000.000000 Penalty: 5924.600586
	Iteration 19Q: 3 clusters Score -2.0815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -20814994.000000 Penalty: 5924.600586
	Iteration 20F: 3 clusters Score -2.081499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -20815000.000000 Penalty: 5924.600586
	Iteration 21Q: 3 clusters Score -2.0815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -20815002.000000 Penalty: 5924.600586
	Iteration 22Q: 3 clusters Score -2.0815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -20815010.000000 Penalty: 5924.600586
	Iteration 23Q: 3 clusters Score -2.081501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -20815034.000000 Penalty: 5924.600586
	Iteration 24Q: 3 clusters Score -2.081503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -20815034.000000 Penalty: 5924.600586
	Iteration 25Q: 3 clusters Score -2.081503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -20815058.000000 Penalty: 5924.600586
	Iteration 26Q: 3 clusters Score -2.081506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -20815070.000000 Penalty: 5924.600586
	Iteration 27Q: 3 clusters Score -2.081507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -20815064.000000 Penalty: 5924.600586
	Iteration 28Q: 3 clusters Score -2.081506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -20815074.000000 Penalty: 5924.600586
	Iteration 29Q: 3 clusters Score -2.081507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -20815076.000000 Penalty: 5924.600586
	Iteration 30Q: 3 clusters Score -2.081508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -20815082.000000 Penalty: 5924.600586
	Iteration 31Q: 3 clusters Score -2.081508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -20815082.000000 Penalty: 5924.600586
	Iteration 32Q: 3 clusters Score -2.081508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -20815074.000000 Penalty: 5924.600586
	Iteration 33Q: 3 clusters Score -2.081507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -20815098.000000 Penalty: 5924.600586
	Iteration 34Q: 3 clusters Score -2.08151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -20815098.000000 Penalty: 5924.600586
	Iteration 35Q: 3 clusters Score -2.08151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -20815110.000000 Penalty: 5924.600586
	Iteration 36Q: 3 clusters Score -2.081511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -20815102.000000 Penalty: 5924.600586
	Iteration 37Q: 3 clusters Score -2.08151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -20815096.000000 Penalty: 5924.600586
	Iteration 38Q: 3 clusters Score -2.08151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -20815104.000000 Penalty: 5924.600586
	Iteration 39Q: 3 clusters Score -2.08151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -20815100.000000 Penalty: 5924.600586
	Iteration 40F: 3 clusters Score -2.08151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -20815116.000000 Penalty: 5924.600586
	Iteration 41Q: 3 clusters Score -2.081512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -20815110.000000 Penalty: 5924.600586
	Iteration 42Q: 3 clusters Score -2.081511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -20815108.000000 Penalty: 5924.600586
	Iteration 43Q: 3 clusters Score -2.081511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -20815106.000000 Penalty: 5924.600586
	Iteration 44Q: 3 clusters Score -2.081511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -20815116.000000 Penalty: 5924.600586
	Iteration 45Q: 3 clusters Score -2.081512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -20815116.000000 Penalty: 5924.600586
	Iteration 46F: 3 clusters Score -2.081512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Entering Unmasked Estep 
Score: -4125535.750000 Penalty: 2570.665039
	Iteration 0F: 2 clusters Score -4125536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4103894.750000 Penalty: 5141.330078
	Iteration 0F: 3 clusters Score -4103895 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4111835.500000 Penalty: 5141.330078
	Iteration 1F: 3 clusters Score -4111836 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4112451.750000 Penalty: 5141.330078
	Iteration 2F: 3 clusters Score -4112452 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4113092.750000 Penalty: 5141.330078
	Iteration 3F: 3 clusters Score -4113093 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4113880.500000 Penalty: 5141.330078
	Iteration 4F: 3 clusters Score -4113880 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4114834.000000 Penalty: 5141.330078
	Iteration 5F: 3 clusters Score -4114834 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4116093.250000 Penalty: 5141.330078
	Iteration 6F: 3 clusters Score -4116093 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4117625.000000 Penalty: 5141.330078
	Iteration 7F: 3 clusters Score -4117625 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4119283.250000 Penalty: 5141.330078
	Iteration 8F: 3 clusters Score -4119283 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4120750.250000 Penalty: 5141.330078
	Iteration 9F: 3 clusters Score -4120750 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4121798.750000 Penalty: 5141.330078
	Iteration 10Q: 3 clusters Score -4121799 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -4122417.750000 Penalty: 5141.330078
	Iteration 11Q: 3 clusters Score -4122418 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4122777.750000 Penalty: 5141.330078
	Iteration 12Q: 3 clusters Score -4122778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4122978.750000 Penalty: 5141.330078
	Iteration 13Q: 3 clusters Score -4122979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4123108.250000 Penalty: 5141.330078
	Iteration 14Q: 3 clusters Score -4123108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4123168.500000 Penalty: 5141.330078
	Iteration 15Q: 3 clusters Score -4123168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4123213.250000 Penalty: 5141.330078
	Iteration 16Q: 3 clusters Score -4123213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4123245.500000 Penalty: 5141.330078
	Iteration 17Q: 3 clusters Score -4123246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4123263.500000 Penalty: 5141.330078
	Iteration 18Q: 3 clusters Score -4123264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4123267.000000 Penalty: 5141.330078
	Iteration 19Q: 3 clusters Score -4123267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -4123269.500000 Penalty: 5141.330078
	Iteration 20F: 3 clusters Score -4123270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4123272.500000 Penalty: 5141.330078
	Iteration 21Q: 3 clusters Score -4123272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4123277.000000 Penalty: 5141.330078
	Iteration 22Q: 3 clusters Score -4123277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4123283.000000 Penalty: 5141.330078
	Iteration 23Q: 3 clusters Score -4123283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4123287.000000 Penalty: 5141.330078
	Iteration 24Q: 3 clusters Score -4123287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4123298.750000 Penalty: 5141.330078
	Iteration 25Q: 3 clusters Score -4123299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4123301.500000 Penalty: 5141.330078
	Iteration 26Q: 3 clusters Score -4123302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4123310.250000 Penalty: 5141.330078
	Iteration 27Q: 3 clusters Score -4123310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4123322.500000 Penalty: 5141.330078
	Iteration 28Q: 3 clusters Score -4123322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4123327.000000 Penalty: 5141.330078
	Iteration 29Q: 3 clusters Score -4123327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4123326.250000 Penalty: 5141.330078
	Iteration 30Q: 3 clusters Score -4123326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4123326.750000 Penalty: 5141.330078
	Iteration 31Q: 3 clusters Score -4123327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4123326.750000 Penalty: 5141.330078
	Iteration 32F: 3 clusters Score -4123327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -33098.535156 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -33098.54 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 145 members 
Entering Unmasked Estep 
Score: -31858.599609 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -31858.6 nChanged 41
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: -32012.070312 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -32012.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32082.734375 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -32082.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32143.205078 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -32143.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32160.998047 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -32161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32168.179688 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -32168.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32168.179688 Penalty: 2824.091309
	Iteration 6F: 3 clusters Score -32168.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -115295.398438 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -115295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113439.765625 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -113439.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113915.289062 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -113915.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114135.875000 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -114135.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114312.078125 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -114312.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114539.437500 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -114539.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114952.953125 Penalty: 3419.253418
	Iteration 5F: 3 clusters Score -114953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115692.171875 Penalty: 3419.253418
	Iteration 6F: 3 clusters Score -115692.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116264.101562 Penalty: 3419.253418
	Iteration 7F: 3 clusters Score -116264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116551.765625 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -116551.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116909.179688 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -116909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117256.664062 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -117256.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117480.367188 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -117480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117703.757812 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -117703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117703.757812 Penalty: 3419.253418
	Iteration 13F: 3 clusters Score -117703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166533 members 
Mstep: Class 3 contains 147193 members 
Mstep: Class 4 contains 6700 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 124875 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65542 members 
Mstep: Class 10 contains 195812 members 
Mstep: Class 11 contains 139127 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 106551 members 
Mstep: Class 14 contains 32924 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182599 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154008 members 
Mstep: Class 19 contains 31748 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
Score: -180310400.000000 Penalty: 77098.109375
Splitting cluster 21 changes total score from -180309280.000000 to -180310400.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166533 members 
Mstep: Class 3 contains 147193 members 
Mstep: Class 4 contains 6700 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 124875 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65542 members 
Mstep: Class 10 contains 195812 members 
Mstep: Class 11 contains 139127 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 106551 members 
Mstep: Class 14 contains 32924 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182599 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 154008 members 
Mstep: Class 19 contains 31748 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310608.000000 Penalty: 77098.109375
Iteration 159Q: 23 clusters Score -1.803106e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 166531 members 
Mstep: Class 3 contains 147145 members 
Mstep: Class 4 contains 6721 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 123459 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 65571 members 
Mstep: Class 10 contains 195687 members 
Mstep: Class 11 contains 139058 members 
Mstep: Class 12 contains 4677 members 
Mstep: Class 13 contains 108392 members 
Mstep: Class 14 contains 32881 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182493 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 153847 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 296 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310512.000000 Penalty: 77098.109375
Iteration 160F: 23 clusters Score -1.803105e+08 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 166537 members 
Mstep: Class 3 contains 147061 members 
Mstep: Class 4 contains 6733 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 122090 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65627 members 
Mstep: Class 10 contains 195580 members 
Mstep: Class 11 contains 138903 members 
Mstep: Class 12 contains 4697 members 
Mstep: Class 13 contains 110287 members 
Mstep: Class 14 contains 32834 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182314 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 153746 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310144.000000 Penalty: 77098.109375
Iteration 161Q: 23 clusters Score -1.803101e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 166544 members 
Mstep: Class 3 contains 147002 members 
Mstep: Class 4 contains 6747 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 120639 members 
Mstep: Class 7 contains 2654 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65663 members 
Mstep: Class 10 contains 195503 members 
Mstep: Class 11 contains 138792 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 13 contains 112167 members 
Mstep: Class 14 contains 32790 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 182142 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 153655 members 
Mstep: Class 19 contains 31938 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310768.000000 Penalty: 77098.109375
Iteration 162Q: 23 clusters Score -1.803108e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 166541 members 
Mstep: Class 3 contains 147008 members 
Mstep: Class 4 contains 6771 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 6 contains 119186 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65680 members 
Mstep: Class 10 contains 195451 members 
Mstep: Class 11 contains 138666 members 
Mstep: Class 12 contains 4728 members 
Mstep: Class 13 contains 113977 members 
Mstep: Class 14 contains 32764 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181979 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 153569 members 
Mstep: Class 19 contains 31991 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310560.000000 Penalty: 77098.109375
Iteration 163Q: 23 clusters Score -1.803106e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166556 members 
Mstep: Class 3 contains 146994 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 5155 members 
Mstep: Class 6 contains 117734 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65705 members 
Mstep: Class 10 contains 195383 members 
Mstep: Class 11 contains 138559 members 
Mstep: Class 12 contains 4738 members 
Mstep: Class 13 contains 115809 members 
Mstep: Class 14 contains 32718 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181832 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 153455 members 
Mstep: Class 19 contains 32044 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310352.000000 Penalty: 77098.109375
Iteration 164Q: 23 clusters Score -1.803104e+08 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166578 members 
Mstep: Class 3 contains 146920 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 5145 members 
Mstep: Class 6 contains 116301 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65750 members 
Mstep: Class 10 contains 195283 members 
Mstep: Class 11 contains 138459 members 
Mstep: Class 12 contains 4746 members 
Mstep: Class 13 contains 117649 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181721 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 153344 members 
Mstep: Class 19 contains 32098 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310720.000000 Penalty: 77098.109375
Iteration 165Q: 23 clusters Score -1.803107e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 166618 members 
Mstep: Class 3 contains 146883 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 114821 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65777 members 
Mstep: Class 10 contains 195165 members 
Mstep: Class 11 contains 138431 members 
Mstep: Class 12 contains 4754 members 
Mstep: Class 13 contains 119524 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181593 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 153172 members 
Mstep: Class 19 contains 32140 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310960.000000 Penalty: 77098.109375
Iteration 166Q: 23 clusters Score -1.80311e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 166574 members 
Mstep: Class 3 contains 146860 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 113341 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65800 members 
Mstep: Class 10 contains 195044 members 
Mstep: Class 11 contains 138426 members 
Mstep: Class 12 contains 4761 members 
Mstep: Class 13 contains 121432 members 
Mstep: Class 14 contains 32570 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181469 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 153001 members 
Mstep: Class 19 contains 32187 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311328.000000 Penalty: 77098.109375
Iteration 167Q: 23 clusters Score -1.803113e+08 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 166514 members 
Mstep: Class 3 contains 146844 members 
Mstep: Class 4 contains 6911 members 
Mstep: Class 5 contains 5118 members 
Mstep: Class 6 contains 111853 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65806 members 
Mstep: Class 10 contains 194886 members 
Mstep: Class 11 contains 138479 members 
Mstep: Class 12 contains 4768 members 
Mstep: Class 13 contains 123427 members 
Mstep: Class 14 contains 32535 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181281 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 152805 members 
Mstep: Class 19 contains 32244 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311824.000000 Penalty: 77098.109375
Iteration 168Q: 23 clusters Score -1.803118e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 166446 members 
Mstep: Class 3 contains 146856 members 
Mstep: Class 4 contains 6933 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 110290 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65831 members 
Mstep: Class 10 contains 194672 members 
Mstep: Class 11 contains 138464 members 
Mstep: Class 12 contains 4781 members 
Mstep: Class 13 contains 125600 members 
Mstep: Class 14 contains 32498 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 181083 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 152605 members 
Mstep: Class 19 contains 32308 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180313344.000000 Penalty: 77098.109375
Iteration 169Q: 23 clusters Score -1.803133e+08 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166322 members 
Mstep: Class 3 contains 146867 members 
Mstep: Class 4 contains 6962 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 108736 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65835 members 
Mstep: Class 10 contains 194470 members 
Mstep: Class 11 contains 138480 members 
Mstep: Class 12 contains 4797 members 
Mstep: Class 13 contains 127869 members 
Mstep: Class 14 contains 32452 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 180835 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 152367 members 
Mstep: Class 19 contains 32388 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180313952.000000 Penalty: 77098.109375
Iteration 170Q: 23 clusters Score -1.80314e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166173 members 
Mstep: Class 3 contains 146868 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 5082 members 
Mstep: Class 6 contains 107097 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65845 members 
Mstep: Class 10 contains 194229 members 
Mstep: Class 11 contains 138531 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 130320 members 
Mstep: Class 14 contains 32398 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 180574 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 152081 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180315376.000000 Penalty: 77098.109375
Iteration 171Q: 23 clusters Score -1.803154e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 166037 members 
Mstep: Class 3 contains 146897 members 
Mstep: Class 4 contains 7043 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 105444 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65870 members 
Mstep: Class 10 contains 193986 members 
Mstep: Class 11 contains 138601 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 132842 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 180223 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 151823 members 
Mstep: Class 19 contains 32507 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180316144.000000 Penalty: 77098.109375
Iteration 172Q: 23 clusters Score -1.803161e+08 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 165821 members 
Mstep: Class 3 contains 147043 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 103757 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65869 members 
Mstep: Class 10 contains 193671 members 
Mstep: Class 11 contains 138649 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 135535 members 
Mstep: Class 14 contains 32239 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 179824 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 151537 members 
Mstep: Class 19 contains 32572 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180317280.000000 Penalty: 77098.109375
Iteration 173Q: 23 clusters Score -1.803173e+08 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 165548 members 
Mstep: Class 3 contains 147220 members 
Mstep: Class 4 contains 7108 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 102020 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65862 members 
Mstep: Class 10 contains 193327 members 
Mstep: Class 11 contains 138705 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 138385 members 
Mstep: Class 14 contains 32152 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 179384 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 151221 members 
Mstep: Class 19 contains 32666 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180317760.000000 Penalty: 77098.109375
Iteration 174Q: 23 clusters Score -1.803178e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 165269 members 
Mstep: Class 3 contains 147424 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 4995 members 
Mstep: Class 6 contains 100242 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65850 members 
Mstep: Class 10 contains 192978 members 
Mstep: Class 11 contains 138778 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 141421 members 
Mstep: Class 14 contains 32059 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 178899 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 150799 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180317680.000000 Penalty: 77098.109375
Iteration 175Q: 23 clusters Score -1.803177e+08 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 164912 members 
Mstep: Class 3 contains 147585 members 
Mstep: Class 4 contains 7151 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 6 contains 98397 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65843 members 
Mstep: Class 10 contains 192691 members 
Mstep: Class 11 contains 139076 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 144411 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 178391 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 150363 members 
Mstep: Class 19 contains 32806 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180319056.000000 Penalty: 77098.109375
Iteration 176Q: 23 clusters Score -1.803191e+08 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 164581 members 
Mstep: Class 3 contains 147656 members 
Mstep: Class 4 contains 7171 members 
Mstep: Class 5 contains 4955 members 
Mstep: Class 6 contains 96572 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65817 members 
Mstep: Class 10 contains 192342 members 
Mstep: Class 11 contains 139417 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 147529 members 
Mstep: Class 14 contains 31882 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 177842 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 149921 members 
Mstep: Class 19 contains 32879 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180320096.000000 Penalty: 77098.109375
Iteration 177Q: 23 clusters Score -1.803201e+08 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 164225 members 
Mstep: Class 3 contains 147665 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 94729 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65780 members 
Mstep: Class 10 contains 191964 members 
Mstep: Class 11 contains 139941 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 150738 members 
Mstep: Class 14 contains 31780 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 177268 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 149394 members 
Mstep: Class 19 contains 32929 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321632.000000 Penalty: 77098.109375
Iteration 178Q: 23 clusters Score -1.803216e+08 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 163724 members 
Mstep: Class 3 contains 147567 members 
Mstep: Class 4 contains 7231 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 92887 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65733 members 
Mstep: Class 10 contains 191524 members 
Mstep: Class 11 contains 140568 members 
Mstep: Class 12 contains 4908 members 
Mstep: Class 13 contains 154232 members 
Mstep: Class 14 contains 31676 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 176592 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 148904 members 
Mstep: Class 19 contains 32972 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180322240.000000 Penalty: 77098.109375
Iteration 179Q: 23 clusters Score -1.803222e+08 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 163171 members 
Mstep: Class 3 contains 147437 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 90964 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65692 members 
Mstep: Class 10 contains 191035 members 
Mstep: Class 11 contains 141354 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 158006 members 
Mstep: Class 14 contains 31569 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 175764 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 148339 members 
Mstep: Class 19 contains 33031 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323120.000000 Penalty: 77098.109375
Iteration 180F: 23 clusters Score -1.803231e+08 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 162634 members 
Mstep: Class 3 contains 147105 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 4859 members 
Mstep: Class 6 contains 89039 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65631 members 
Mstep: Class 10 contains 190511 members 
Mstep: Class 11 contains 142411 members 
Mstep: Class 12 contains 4945 members 
Mstep: Class 13 contains 161898 members 
Mstep: Class 14 contains 31430 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 174947 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 147639 members 
Mstep: Class 19 contains 33094 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323744.000000 Penalty: 77098.109375
Iteration 181Q: 23 clusters Score -1.803237e+08 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 162123 members 
Mstep: Class 3 contains 146749 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 87129 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65571 members 
Mstep: Class 10 contains 190111 members 
Mstep: Class 11 contains 143515 members 
Mstep: Class 12 contains 4954 members 
Mstep: Class 13 contains 165624 members 
Mstep: Class 14 contains 31309 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 174180 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 146875 members 
Mstep: Class 19 contains 33144 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324352.000000 Penalty: 77098.109375
Iteration 182Q: 23 clusters Score -1.803244e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 161604 members 
Mstep: Class 3 contains 146359 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 85264 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65533 members 
Mstep: Class 10 contains 189814 members 
Mstep: Class 11 contains 144718 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 169140 members 
Mstep: Class 14 contains 31201 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 173373 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 146086 members 
Mstep: Class 19 contains 33216 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325248.000000 Penalty: 77098.109375
Iteration 183Q: 23 clusters Score -1.803252e+08 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 161142 members 
Mstep: Class 3 contains 146064 members 
Mstep: Class 4 contains 7401 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 83523 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65445 members 
Mstep: Class 10 contains 189542 members 
Mstep: Class 11 contains 145939 members 
Mstep: Class 12 contains 4978 members 
Mstep: Class 13 contains 172348 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 172595 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 145296 members 
Mstep: Class 19 contains 33284 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324928.000000 Penalty: 77098.109375
Iteration 184Q: 23 clusters Score -1.803249e+08 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 160838 members 
Mstep: Class 3 contains 145631 members 
Mstep: Class 4 contains 7434 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 81919 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65350 members 
Mstep: Class 10 contains 189359 members 
Mstep: Class 11 contains 147180 members 
Mstep: Class 12 contains 4989 members 
Mstep: Class 13 contains 175196 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 171904 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 144491 members 
Mstep: Class 19 contains 33357 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324832.000000 Penalty: 77098.109375
Iteration 185Q: 23 clusters Score -1.803248e+08 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 160615 members 
Mstep: Class 3 contains 145139 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 80284 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65268 members 
Mstep: Class 10 contains 189154 members 
Mstep: Class 11 contains 148410 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 177697 members 
Mstep: Class 14 contains 31002 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 171417 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 143833 members 
Mstep: Class 19 contains 33436 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325200.000000 Penalty: 77098.109375
Iteration 186Q: 23 clusters Score -1.803252e+08 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 160486 members 
Mstep: Class 3 contains 144786 members 
Mstep: Class 4 contains 7509 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 78651 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65181 members 
Mstep: Class 10 contains 189034 members 
Mstep: Class 11 contains 149659 members 
Mstep: Class 12 contains 5024 members 
Mstep: Class 13 contains 179636 members 
Mstep: Class 14 contains 30952 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 171033 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 143307 members 
Mstep: Class 19 contains 33497 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325056.000000 Penalty: 77098.109375
Iteration 187Q: 23 clusters Score -1.803251e+08 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 160423 members 
Mstep: Class 3 contains 144352 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 77135 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 65091 members 
Mstep: Class 10 contains 189034 members 
Mstep: Class 11 contains 150865 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 181037 members 
Mstep: Class 14 contains 30930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 170887 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142907 members 
Mstep: Class 19 contains 33520 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324192.000000 Penalty: 77098.109375
Iteration 188Q: 23 clusters Score -1.803242e+08 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 160413 members 
Mstep: Class 3 contains 143850 members 
Mstep: Class 4 contains 7576 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 75792 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64982 members 
Mstep: Class 10 contains 189150 members 
Mstep: Class 11 contains 151987 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 181956 members 
Mstep: Class 14 contains 30937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 170902 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142623 members 
Mstep: Class 19 contains 33553 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180322912.000000 Penalty: 77098.109375
Iteration 189Q: 23 clusters Score -1.803229e+08 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 160463 members 
Mstep: Class 3 contains 143276 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64866 members 
Mstep: Class 10 contains 189336 members 
Mstep: Class 11 contains 153104 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 13 contains 182382 members 
Mstep: Class 14 contains 30960 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 171074 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142474 members 
Mstep: Class 19 contains 33562 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321696.000000 Penalty: 77098.109375
Iteration 190Q: 23 clusters Score -1.803217e+08 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 160650 members 
Mstep: Class 3 contains 142666 members 
Mstep: Class 4 contains 7638 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 73483 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64762 members 
Mstep: Class 10 contains 189674 members 
Mstep: Class 11 contains 154153 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 182226 members 
Mstep: Class 14 contains 30973 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 171455 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142468 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321728.000000 Penalty: 77098.109375
Iteration 191Q: 23 clusters Score -1.803217e+08 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 160859 members 
Mstep: Class 3 contains 141961 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 72452 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64639 members 
Mstep: Class 10 contains 190123 members 
Mstep: Class 11 contains 155178 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 181696 members 
Mstep: Class 14 contains 31007 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 171972 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142602 members 
Mstep: Class 19 contains 33535 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321504.000000 Penalty: 77098.109375
Iteration 192Q: 23 clusters Score -1.803215e+08 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161125 members 
Mstep: Class 3 contains 141245 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 71543 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64551 members 
Mstep: Class 10 contains 190587 members 
Mstep: Class 11 contains 155933 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 180767 members 
Mstep: Class 14 contains 31068 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 172686 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 142941 members 
Mstep: Class 19 contains 33536 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321904.000000 Penalty: 77098.109375
Iteration 193Q: 23 clusters Score -1.803219e+08 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161352 members 
Mstep: Class 3 contains 140574 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 70727 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64427 members 
Mstep: Class 10 contains 191082 members 
Mstep: Class 11 contains 156625 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 179615 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 173425 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 143457 members 
Mstep: Class 19 contains 33540 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180322000.000000 Penalty: 77098.109375
Iteration 194Q: 23 clusters Score -1.80322e+08 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 161645 members 
Mstep: Class 3 contains 139979 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 4634 members 
Mstep: Class 6 contains 69960 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64322 members 
Mstep: Class 10 contains 191546 members 
Mstep: Class 11 contains 157259 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 178084 members 
Mstep: Class 14 contains 31186 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 174367 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 144030 members 
Mstep: Class 19 contains 33529 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321744.000000 Penalty: 77098.109375
Iteration 195Q: 23 clusters Score -1.803217e+08 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 161993 members 
Mstep: Class 3 contains 139538 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 69206 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64182 members 
Mstep: Class 10 contains 192021 members 
Mstep: Class 11 contains 157836 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 176321 members 
Mstep: Class 14 contains 31266 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 175324 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 144689 members 
Mstep: Class 19 contains 33510 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321712.000000 Penalty: 77098.109375
Iteration 196Q: 23 clusters Score -1.803217e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 162288 members 
Mstep: Class 3 contains 139143 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 68616 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 64062 members 
Mstep: Class 10 contains 192446 members 
Mstep: Class 11 contains 158375 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 174400 members 
Mstep: Class 14 contains 31328 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 176295 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 145422 members 
Mstep: Class 19 contains 33499 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321968.000000 Penalty: 77098.109375
Iteration 197Q: 23 clusters Score -1.80322e+08 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 162568 members 
Mstep: Class 3 contains 138883 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 68070 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63950 members 
Mstep: Class 10 contains 192840 members 
Mstep: Class 11 contains 158787 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 172426 members 
Mstep: Class 14 contains 31365 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 177333 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 146137 members 
Mstep: Class 19 contains 33496 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180322736.000000 Penalty: 77098.109375
Iteration 198Q: 23 clusters Score -1.803227e+08 nChanged 6242
Entering ConstructFrom: 
Score: -180322736.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -157934.390625 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -157934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155792.546875 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -155792.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -156105.421875 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -156105.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156202.343750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -156202.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156252.703125 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -156252.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156280.171875 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -156280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156306.062500 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -156306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156335.187500 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -156335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156358.093750 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -156358.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156379.406250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -156379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156390.531250 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -156390.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156398.156250 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -156398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156401.359375 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -156401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156412.640625 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -156412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156427.296875 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -156427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156436.062500 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -156436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156445.093750 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -156445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156446.875000 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -156446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156448.656250 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -156448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156450.421875 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -156450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156451.296875 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -156451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156452.718750 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -156452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156455.593750 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -156455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156460.203125 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -156460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156466.234375 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -156466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156468.421875 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -156468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156473.218750 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -156473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156473.843750 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -156473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156474.421875 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -156474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156474.421875 Penalty: 3540.484131
	Iteration 28F: 3 clusters Score -156474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162783 members 
Entering Unmasked Estep 
Score: -21948744.000000 Penalty: 2976.042969
	Iteration 0F: 2 clusters Score -2.194874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -21843160.000000 Penalty: 5952.085938
	Iteration 0F: 3 clusters Score -2.184316e+07 nChanged 77704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -21889208.000000 Penalty: 5952.085938
	Iteration 1F: 3 clusters Score -2.188921e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -21890482.000000 Penalty: 5952.085938
	Iteration 2Q: 3 clusters Score -2.189048e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -21892246.000000 Penalty: 5952.085938
	Iteration 3Q: 3 clusters Score -2.189225e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -21895290.000000 Penalty: 5952.085938
	Iteration 4Q: 3 clusters Score -2.189529e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -21899848.000000 Penalty: 5952.085938
	Iteration 5F: 3 clusters Score -2.189985e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -21907016.000000 Penalty: 5952.085938
	Iteration 6F: 3 clusters Score -2.190702e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -21916516.000000 Penalty: 5952.085938
	Iteration 7F: 3 clusters Score -2.191652e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -21925974.000000 Penalty: 5952.085938
	Iteration 8F: 3 clusters Score -2.192597e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -21932924.000000 Penalty: 5952.085938
	Iteration 9F: 3 clusters Score -2.193292e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -21936932.000000 Penalty: 5952.085938
	Iteration 10Q: 3 clusters Score -2.193693e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -21939252.000000 Penalty: 5952.085938
	Iteration 11Q: 3 clusters Score -2.193925e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -21940980.000000 Penalty: 5952.085938
	Iteration 12Q: 3 clusters Score -2.194098e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -21942288.000000 Penalty: 5952.085938
	Iteration 13Q: 3 clusters Score -2.194229e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 148109 members 
Entering Unmasked Estep 
Score: -21943396.000000 Penalty: 5952.085938
	Iteration 14Q: 3 clusters Score -2.19434e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -21944128.000000 Penalty: 5952.085938
	Iteration 15Q: 3 clusters Score -2.194413e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -21944676.000000 Penalty: 5952.085938
	Iteration 16Q: 3 clusters Score -2.194468e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 153273 members 
Entering Unmasked Estep 
Score: -21945218.000000 Penalty: 5952.085938
	Iteration 17Q: 3 clusters Score -2.194522e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21945516.000000 Penalty: 5952.085938
	Iteration 18Q: 3 clusters Score -2.194552e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -21945790.000000 Penalty: 5952.085938
	Iteration 19Q: 3 clusters Score -2.194579e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 156383 members 
Entering Unmasked Estep 
Score: -21945996.000000 Penalty: 5952.085938
	Iteration 20F: 3 clusters Score -2.1946e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -21946252.000000 Penalty: 5952.085938
	Iteration 21Q: 3 clusters Score -2.194625e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -21946392.000000 Penalty: 5952.085938
	Iteration 22Q: 3 clusters Score -2.194639e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -21946478.000000 Penalty: 5952.085938
	Iteration 23Q: 3 clusters Score -2.194648e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -21946566.000000 Penalty: 5952.085938
	Iteration 24Q: 3 clusters Score -2.194657e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -21946656.000000 Penalty: 5952.085938
	Iteration 25Q: 3 clusters Score -2.194666e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -21946766.000000 Penalty: 5952.085938
	Iteration 26Q: 3 clusters Score -2.194677e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -21946742.000000 Penalty: 5952.085938
	Iteration 27Q: 3 clusters Score -2.194674e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 159725 members 
Entering Unmasked Estep 
Score: -21946798.000000 Penalty: 5952.085938
	Iteration 28Q: 3 clusters Score -2.19468e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -21946814.000000 Penalty: 5952.085938
	Iteration 29Q: 3 clusters Score -2.194681e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -21946778.000000 Penalty: 5952.085938
	Iteration 30Q: 3 clusters Score -2.194678e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -21946754.000000 Penalty: 5952.085938
	Iteration 31Q: 3 clusters Score -2.194675e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -21946804.000000 Penalty: 5952.085938
	Iteration 32Q: 3 clusters Score -2.19468e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -21946852.000000 Penalty: 5952.085938
	Iteration 33Q: 3 clusters Score -2.194685e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 160489 members 
Entering Unmasked Estep 
Score: -21946846.000000 Penalty: 5952.085938
	Iteration 34Q: 3 clusters Score -2.194685e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -21946796.000000 Penalty: 5952.085938
	Iteration 35Q: 3 clusters Score -2.19468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 160652 members 
Entering Unmasked Estep 
Score: -21946790.000000 Penalty: 5952.085938
	Iteration 36Q: 3 clusters Score -2.194679e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 160717 members 
Entering Unmasked Estep 
Score: -21946786.000000 Penalty: 5952.085938
	Iteration 37Q: 3 clusters Score -2.194679e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 160766 members 
Entering Unmasked Estep 
Score: -21946774.000000 Penalty: 5952.085938
	Iteration 38Q: 3 clusters Score -2.194677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -21946772.000000 Penalty: 5952.085938
	Iteration 39Q: 3 clusters Score -2.194677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -21946782.000000 Penalty: 5952.085938
	Iteration 40F: 3 clusters Score -2.194678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -21946792.000000 Penalty: 5952.085938
	Iteration 41Q: 3 clusters Score -2.194679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 160938 members 
Entering Unmasked Estep 
Score: -21946786.000000 Penalty: 5952.085938
	Iteration 42Q: 3 clusters Score -2.194679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -21946730.000000 Penalty: 5952.085938
	Iteration 43Q: 3 clusters Score -2.194673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -21946720.000000 Penalty: 5952.085938
	Iteration 44Q: 3 clusters Score -2.194672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -21946718.000000 Penalty: 5952.085938
	Iteration 45Q: 3 clusters Score -2.194672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -21946728.000000 Penalty: 5952.085938
	Iteration 46Q: 3 clusters Score -2.194673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -21946730.000000 Penalty: 5952.085938
	Iteration 47Q: 3 clusters Score -2.194673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -21946710.000000 Penalty: 5952.085938
	Iteration 48Q: 3 clusters Score -2.194671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -21946704.000000 Penalty: 5952.085938
	Iteration 49Q: 3 clusters Score -2.19467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 161104 members 
Entering Unmasked Estep 
Score: -21946724.000000 Penalty: 5952.085938
	Iteration 50Q: 3 clusters Score -2.194672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -21946718.000000 Penalty: 5952.085938
	Iteration 51Q: 3 clusters Score -2.194672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -21946732.000000 Penalty: 5952.085938
	Iteration 52Q: 3 clusters Score -2.194673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -21946728.000000 Penalty: 5952.085938
	Iteration 53Q: 3 clusters Score -2.194673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -21946732.000000 Penalty: 5952.085938
	Iteration 54Q: 3 clusters Score -2.194673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -21946740.000000 Penalty: 5952.085938
	Iteration 55Q: 3 clusters Score -2.194674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 161123 members 
Entering Unmasked Estep 
Score: -21946730.000000 Penalty: 5952.085938
	Iteration 56Q: 3 clusters Score -2.194673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 161124 members 
Entering Unmasked Estep 
Score: -21946738.000000 Penalty: 5952.085938
	Iteration 57Q: 3 clusters Score -2.194674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -21946732.000000 Penalty: 5952.085938
	Iteration 58Q: 3 clusters Score -2.194673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -21946732.000000 Penalty: 5952.085938
	Iteration 59F: 3 clusters Score -2.194673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138770 members 
Entering Unmasked Estep 
Score: -18574812.000000 Penalty: 2936.462158
	Iteration 0F: 2 clusters Score -1.857481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -18482756.000000 Penalty: 5872.924316
	Iteration 0F: 3 clusters Score -1.848276e+07 nChanged 66343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -18520828.000000 Penalty: 5872.924316
	Iteration 1F: 3 clusters Score -1.852083e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -18521926.000000 Penalty: 5872.924316
	Iteration 2Q: 3 clusters Score -1.852193e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -18524036.000000 Penalty: 5872.924316
	Iteration 3Q: 3 clusters Score -1.852404e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -18527976.000000 Penalty: 5872.924316
	Iteration 4F: 3 clusters Score -1.852798e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -18534902.000000 Penalty: 5872.924316
	Iteration 5F: 3 clusters Score -1.85349e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -18544734.000000 Penalty: 5872.924316
	Iteration 6F: 3 clusters Score -1.854473e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -18555852.000000 Penalty: 5872.924316
	Iteration 7F: 3 clusters Score -1.855585e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -18564060.000000 Penalty: 5872.924316
	Iteration 8F: 3 clusters Score -1.856406e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -18568784.000000 Penalty: 5872.924316
	Iteration 9Q: 3 clusters Score -1.856878e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -18570726.000000 Penalty: 5872.924316
	Iteration 10Q: 3 clusters Score -1.857073e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 137085 members 
Entering Unmasked Estep 
Score: -18571592.000000 Penalty: 5872.924316
	Iteration 11Q: 3 clusters Score -1.857159e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -18571926.000000 Penalty: 5872.924316
	Iteration 12Q: 3 clusters Score -1.857193e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -18572180.000000 Penalty: 5872.924316
	Iteration 13Q: 3 clusters Score -1.857218e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -18572272.000000 Penalty: 5872.924316
	Iteration 14Q: 3 clusters Score -1.857227e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 137941 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 5872.924316
	Iteration 15Q: 3 clusters Score -1.857235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 137979 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 5872.924316
	Iteration 16Q: 3 clusters Score -1.857235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -18572354.000000 Penalty: 5872.924316
	Iteration 17Q: 3 clusters Score -1.857235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 138013 members 
Entering Unmasked Estep 
Score: -18572392.000000 Penalty: 5872.924316
	Iteration 18Q: 3 clusters Score -1.857239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -18572402.000000 Penalty: 5872.924316
	Iteration 19Q: 3 clusters Score -1.85724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 138041 members 
Entering Unmasked Estep 
Score: -18572416.000000 Penalty: 5872.924316
	Iteration 20F: 3 clusters Score -1.857242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 138050 members 
Entering Unmasked Estep 
Score: -18572448.000000 Penalty: 5872.924316
	Iteration 21Q: 3 clusters Score -1.857245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -18572462.000000 Penalty: 5872.924316
	Iteration 22Q: 3 clusters Score -1.857246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -18572466.000000 Penalty: 5872.924316
	Iteration 23Q: 3 clusters Score -1.857247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -18572492.000000 Penalty: 5872.924316
	Iteration 24Q: 3 clusters Score -1.857249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 138093 members 
Entering Unmasked Estep 
Score: -18572520.000000 Penalty: 5872.924316
	Iteration 25Q: 3 clusters Score -1.857252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -18572520.000000 Penalty: 5872.924316
	Iteration 26Q: 3 clusters Score -1.857252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 138112 members 
Entering Unmasked Estep 
Score: -18572548.000000 Penalty: 5872.924316
	Iteration 27Q: 3 clusters Score -1.857255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 138116 members 
Entering Unmasked Estep 
Score: -18572544.000000 Penalty: 5872.924316
	Iteration 28Q: 3 clusters Score -1.857254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -18572548.000000 Penalty: 5872.924316
	Iteration 29Q: 3 clusters Score -1.857255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 138122 members 
Entering Unmasked Estep 
Score: -18572554.000000 Penalty: 5872.924316
	Iteration 30Q: 3 clusters Score -1.857255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 138125 members 
Entering Unmasked Estep 
Score: -18572564.000000 Penalty: 5872.924316
	Iteration 31Q: 3 clusters Score -1.857256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 138126 members 
Entering Unmasked Estep 
Score: -18572562.000000 Penalty: 5872.924316
	Iteration 32Q: 3 clusters Score -1.857256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 138126 members 
Entering Unmasked Estep 
Score: -18572550.000000 Penalty: 5872.924316
	Iteration 33Q: 3 clusters Score -1.857255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 138124 members 
Entering Unmasked Estep 
Score: -18572550.000000 Penalty: 5872.924316
	Iteration 34Q: 3 clusters Score -1.857255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 138124 members 
Entering Unmasked Estep 
Score: -18572550.000000 Penalty: 5872.924316
	Iteration 35F: 3 clusters Score -1.857255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -972658.375000 Penalty: 2222.100342
	Iteration 0F: 2 clusters Score -972658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -966306.687500 Penalty: 4444.200684
	Iteration 0F: 3 clusters Score -966306.7 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -967958.000000 Penalty: 4444.200684
	Iteration 1F: 3 clusters Score -967958 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -968284.250000 Penalty: 4444.200684
	Iteration 2F: 3 clusters Score -968284.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -968540.375000 Penalty: 4444.200684
	Iteration 3F: 3 clusters Score -968540.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -968798.875000 Penalty: 4444.200684
	Iteration 4F: 3 clusters Score -968798.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -969055.250000 Penalty: 4444.200684
	Iteration 5Q: 3 clusters Score -969055.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -969305.437500 Penalty: 4444.200684
	Iteration 6Q: 3 clusters Score -969305.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -969549.875000 Penalty: 4444.200684
	Iteration 7Q: 3 clusters Score -969549.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -969759.937500 Penalty: 4444.200684
	Iteration 8Q: 3 clusters Score -969759.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -969934.937500 Penalty: 4444.200684
	Iteration 9Q: 3 clusters Score -969934.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -970079.312500 Penalty: 4444.200684
	Iteration 10Q: 3 clusters Score -970079.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -970196.937500 Penalty: 4444.200684
	Iteration 11Q: 3 clusters Score -970196.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -970281.750000 Penalty: 4444.200684
	Iteration 12Q: 3 clusters Score -970281.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -970326.000000 Penalty: 4444.200684
	Iteration 13Q: 3 clusters Score -970326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -970359.687500 Penalty: 4444.200684
	Iteration 14Q: 3 clusters Score -970359.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -970385.187500 Penalty: 4444.200684
	Iteration 15Q: 3 clusters Score -970385.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -970405.937500 Penalty: 4444.200684
	Iteration 16Q: 3 clusters Score -970405.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -970426.750000 Penalty: 4444.200684
	Iteration 17Q: 3 clusters Score -970426.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -970435.375000 Penalty: 4444.200684
	Iteration 18Q: 3 clusters Score -970435.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -970446.937500 Penalty: 4444.200684
	Iteration 19Q: 3 clusters Score -970446.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -970453.625000 Penalty: 4444.200684
	Iteration 20F: 3 clusters Score -970453.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -970463.375000 Penalty: 4444.200684
	Iteration 21Q: 3 clusters Score -970463.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -970476.625000 Penalty: 4444.200684
	Iteration 22Q: 3 clusters Score -970476.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -970486.187500 Penalty: 4444.200684
	Iteration 23Q: 3 clusters Score -970486.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -970497.250000 Penalty: 4444.200684
	Iteration 24Q: 3 clusters Score -970497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -970507.000000 Penalty: 4444.200684
	Iteration 25Q: 3 clusters Score -970507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -970511.000000 Penalty: 4444.200684
	Iteration 26Q: 3 clusters Score -970511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -970522.562500 Penalty: 4444.200684
	Iteration 27Q: 3 clusters Score -970522.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -970530.750000 Penalty: 4444.200684
	Iteration 28Q: 3 clusters Score -970530.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -970543.562500 Penalty: 4444.200684
	Iteration 29Q: 3 clusters Score -970543.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -970556.625000 Penalty: 4444.200684
	Iteration 30Q: 3 clusters Score -970556.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -970573.062500 Penalty: 4444.200684
	Iteration 31Q: 3 clusters Score -970573.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -970589.437500 Penalty: 4444.200684
	Iteration 32Q: 3 clusters Score -970589.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -970601.125000 Penalty: 4444.200684
	Iteration 33Q: 3 clusters Score -970601.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -970608.875000 Penalty: 4444.200684
	Iteration 34Q: 3 clusters Score -970608.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -970615.000000 Penalty: 4444.200684
	Iteration 35Q: 3 clusters Score -970615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -970619.687500 Penalty: 4444.200684
	Iteration 36Q: 3 clusters Score -970619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -970626.812500 Penalty: 4444.200684
	Iteration 37Q: 3 clusters Score -970626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -970630.875000 Penalty: 4444.200684
	Iteration 38Q: 3 clusters Score -970630.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -970636.375000 Penalty: 4444.200684
	Iteration 39Q: 3 clusters Score -970636.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -970641.562500 Penalty: 4444.200684
	Iteration 40F: 3 clusters Score -970641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -970646.875000 Penalty: 4444.200684
	Iteration 41Q: 3 clusters Score -970646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -970648.937500 Penalty: 4444.200684
	Iteration 42Q: 3 clusters Score -970648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -970655.937500 Penalty: 4444.200684
	Iteration 43Q: 3 clusters Score -970655.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -970658.562500 Penalty: 4444.200684
	Iteration 44Q: 3 clusters Score -970658.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -970662.500000 Penalty: 4444.200684
	Iteration 45Q: 3 clusters Score -970662.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -970667.125000 Penalty: 4444.200684
	Iteration 46Q: 3 clusters Score -970667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -970676.687500 Penalty: 4444.200684
	Iteration 47Q: 3 clusters Score -970676.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -970683.687500 Penalty: 4444.200684
	Iteration 48Q: 3 clusters Score -970683.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -970691.687500 Penalty: 4444.200684
	Iteration 49Q: 3 clusters Score -970691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -970697.250000 Penalty: 4444.200684
	Iteration 50Q: 3 clusters Score -970697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -970706.750000 Penalty: 4444.200684
	Iteration 51Q: 3 clusters Score -970706.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -970708.250000 Penalty: 4444.200684
	Iteration 52Q: 3 clusters Score -970708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -970713.500000 Penalty: 4444.200684
	Iteration 53Q: 3 clusters Score -970713.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -970721.687500 Penalty: 4444.200684
	Iteration 54Q: 3 clusters Score -970721.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -970734.375000 Penalty: 4444.200684
	Iteration 55Q: 3 clusters Score -970734.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -970747.312500 Penalty: 4444.200684
	Iteration 56Q: 3 clusters Score -970747.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -970770.437500 Penalty: 4444.200684
	Iteration 57Q: 3 clusters Score -970770.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -970792.875000 Penalty: 4444.200684
	Iteration 58Q: 3 clusters Score -970792.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -970812.250000 Penalty: 4444.200684
	Iteration 59Q: 3 clusters Score -970812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -970835.875000 Penalty: 4444.200684
	Iteration 60F: 3 clusters Score -970835.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -970863.312500 Penalty: 4444.200684
	Iteration 61Q: 3 clusters Score -970863.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -970885.875000 Penalty: 4444.200684
	Iteration 62Q: 3 clusters Score -970885.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -970908.062500 Penalty: 4444.200684
	Iteration 63Q: 3 clusters Score -970908.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -970929.875000 Penalty: 4444.200684
	Iteration 64Q: 3 clusters Score -970929.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -970950.250000 Penalty: 4444.200684
	Iteration 65Q: 3 clusters Score -970950.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -970969.500000 Penalty: 4444.200684
	Iteration 66Q: 3 clusters Score -970969.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -970986.437500 Penalty: 4444.200684
	Iteration 67Q: 3 clusters Score -970986.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -971005.187500 Penalty: 4444.200684
	Iteration 68Q: 3 clusters Score -971005.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -971017.375000 Penalty: 4444.200684
	Iteration 69Q: 3 clusters Score -971017.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -971030.562500 Penalty: 4444.200684
	Iteration 70Q: 3 clusters Score -971030.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -971045.687500 Penalty: 4444.200684
	Iteration 71Q: 3 clusters Score -971045.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -971060.312500 Penalty: 4444.200684
	Iteration 72Q: 3 clusters Score -971060.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -971070.312500 Penalty: 4444.200684
	Iteration 73Q: 3 clusters Score -971070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -971078.000000 Penalty: 4444.200684
	Iteration 74Q: 3 clusters Score -971078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -971091.000000 Penalty: 4444.200684
	Iteration 75Q: 3 clusters Score -971091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -971102.312500 Penalty: 4444.200684
	Iteration 76Q: 3 clusters Score -971102.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -971109.250000 Penalty: 4444.200684
	Iteration 77Q: 3 clusters Score -971109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -971122.125000 Penalty: 4444.200684
	Iteration 78Q: 3 clusters Score -971122.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -971136.250000 Penalty: 4444.200684
	Iteration 79Q: 3 clusters Score -971136.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -971143.187500 Penalty: 4444.200684
	Iteration 80F: 3 clusters Score -971143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -971151.250000 Penalty: 4444.200684
	Iteration 81Q: 3 clusters Score -971151.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -971160.187500 Penalty: 4444.200684
	Iteration 82Q: 3 clusters Score -971160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -971168.937500 Penalty: 4444.200684
	Iteration 83Q: 3 clusters Score -971168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -971171.125000 Penalty: 4444.200684
	Iteration 84Q: 3 clusters Score -971171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -971179.750000 Penalty: 4444.200684
	Iteration 85Q: 3 clusters Score -971179.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -971183.125000 Penalty: 4444.200684
	Iteration 86Q: 3 clusters Score -971183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -971186.375000 Penalty: 4444.200684
	Iteration 87Q: 3 clusters Score -971186.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -971191.812500 Penalty: 4444.200684
	Iteration 88Q: 3 clusters Score -971191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -971195.125000 Penalty: 4444.200684
	Iteration 89Q: 3 clusters Score -971195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -971196.625000 Penalty: 4444.200684
	Iteration 90Q: 3 clusters Score -971196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -971198.250000 Penalty: 4444.200684
	Iteration 91Q: 3 clusters Score -971198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -971200.875000 Penalty: 4444.200684
	Iteration 92Q: 3 clusters Score -971200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -971204.625000 Penalty: 4444.200684
	Iteration 93Q: 3 clusters Score -971204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -971208.687500 Penalty: 4444.200684
	Iteration 94Q: 3 clusters Score -971208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -971211.687500 Penalty: 4444.200684
	Iteration 95Q: 3 clusters Score -971211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -971215.187500 Penalty: 4444.200684
	Iteration 96Q: 3 clusters Score -971215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -971216.187500 Penalty: 4444.200684
	Iteration 97Q: 3 clusters Score -971216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -971215.750000 Penalty: 4444.200684
	Iteration 98Q: 3 clusters Score -971215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -971215.750000 Penalty: 4444.200684
	Iteration 99F: 3 clusters Score -971215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -615509.937500 Penalty: 2094.213135
	Iteration 0F: 2 clusters Score -615509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -611244.687500 Penalty: 4188.426270
	Iteration 0F: 3 clusters Score -611244.7 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -612262.500000 Penalty: 4188.426270
	Iteration 1F: 3 clusters Score -612262.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -612453.312500 Penalty: 4188.426270
	Iteration 2F: 3 clusters Score -612453.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -612542.125000 Penalty: 4188.426270
	Iteration 3Q: 3 clusters Score -612542.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -612604.562500 Penalty: 4188.426270
	Iteration 4Q: 3 clusters Score -612604.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -612650.062500 Penalty: 4188.426270
	Iteration 5Q: 3 clusters Score -612650.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -612680.375000 Penalty: 4188.426270
	Iteration 6Q: 3 clusters Score -612680.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -612700.375000 Penalty: 4188.426270
	Iteration 7Q: 3 clusters Score -612700.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -612719.687500 Penalty: 4188.426270
	Iteration 8Q: 3 clusters Score -612719.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -612739.500000 Penalty: 4188.426270
	Iteration 9Q: 3 clusters Score -612739.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -612752.750000 Penalty: 4188.426270
	Iteration 10Q: 3 clusters Score -612752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -612766.250000 Penalty: 4188.426270
	Iteration 11Q: 3 clusters Score -612766.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -612776.062500 Penalty: 4188.426270
	Iteration 12Q: 3 clusters Score -612776.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -612788.312500 Penalty: 4188.426270
	Iteration 13Q: 3 clusters Score -612788.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -612801.687500 Penalty: 4188.426270
	Iteration 14Q: 3 clusters Score -612801.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -612815.250000 Penalty: 4188.426270
	Iteration 15Q: 3 clusters Score -612815.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -612830.687500 Penalty: 4188.426270
	Iteration 16Q: 3 clusters Score -612830.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -612842.687500 Penalty: 4188.426270
	Iteration 17Q: 3 clusters Score -612842.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -612860.250000 Penalty: 4188.426270
	Iteration 18Q: 3 clusters Score -612860.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -612878.187500 Penalty: 4188.426270
	Iteration 19Q: 3 clusters Score -612878.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -612894.625000 Penalty: 4188.426270
	Iteration 20F: 3 clusters Score -612894.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -612907.437500 Penalty: 4188.426270
	Iteration 21Q: 3 clusters Score -612907.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -612926.437500 Penalty: 4188.426270
	Iteration 22Q: 3 clusters Score -612926.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -612947.187500 Penalty: 4188.426270
	Iteration 23Q: 3 clusters Score -612947.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -612963.125000 Penalty: 4188.426270
	Iteration 24Q: 3 clusters Score -612963.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -612982.812500 Penalty: 4188.426270
	Iteration 25Q: 3 clusters Score -612982.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -613004.687500 Penalty: 4188.426270
	Iteration 26Q: 3 clusters Score -613004.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -613030.500000 Penalty: 4188.426270
	Iteration 27Q: 3 clusters Score -613030.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -613058.062500 Penalty: 4188.426270
	Iteration 28Q: 3 clusters Score -613058.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -613080.187500 Penalty: 4188.426270
	Iteration 29Q: 3 clusters Score -613080.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -613101.125000 Penalty: 4188.426270
	Iteration 30Q: 3 clusters Score -613101.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -613118.687500 Penalty: 4188.426270
	Iteration 31Q: 3 clusters Score -613118.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -613140.562500 Penalty: 4188.426270
	Iteration 32Q: 3 clusters Score -613140.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -613161.187500 Penalty: 4188.426270
	Iteration 33Q: 3 clusters Score -613161.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -613187.625000 Penalty: 4188.426270
	Iteration 34Q: 3 clusters Score -613187.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -613216.625000 Penalty: 4188.426270
	Iteration 35Q: 3 clusters Score -613216.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -613249.750000 Penalty: 4188.426270
	Iteration 36Q: 3 clusters Score -613249.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -613286.187500 Penalty: 4188.426270
	Iteration 37Q: 3 clusters Score -613286.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -613313.437500 Penalty: 4188.426270
	Iteration 38Q: 3 clusters Score -613313.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -613337.687500 Penalty: 4188.426270
	Iteration 39Q: 3 clusters Score -613337.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -613361.937500 Penalty: 4188.426270
	Iteration 40F: 3 clusters Score -613361.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -613377.312500 Penalty: 4188.426270
	Iteration 41Q: 3 clusters Score -613377.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -613391.812500 Penalty: 4188.426270
	Iteration 42Q: 3 clusters Score -613391.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -613408.062500 Penalty: 4188.426270
	Iteration 43Q: 3 clusters Score -613408.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -613421.625000 Penalty: 4188.426270
	Iteration 44Q: 3 clusters Score -613421.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -613437.625000 Penalty: 4188.426270
	Iteration 45Q: 3 clusters Score -613437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -613455.687500 Penalty: 4188.426270
	Iteration 46Q: 3 clusters Score -613455.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -613471.437500 Penalty: 4188.426270
	Iteration 47Q: 3 clusters Score -613471.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -613489.875000 Penalty: 4188.426270
	Iteration 48Q: 3 clusters Score -613489.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -613512.062500 Penalty: 4188.426270
	Iteration 49Q: 3 clusters Score -613512.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -613529.312500 Penalty: 4188.426270
	Iteration 50Q: 3 clusters Score -613529.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -613542.937500 Penalty: 4188.426270
	Iteration 51Q: 3 clusters Score -613542.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -613552.875000 Penalty: 4188.426270
	Iteration 52Q: 3 clusters Score -613552.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -613564.750000 Penalty: 4188.426270
	Iteration 53Q: 3 clusters Score -613564.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -613576.812500 Penalty: 4188.426270
	Iteration 54Q: 3 clusters Score -613576.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -613583.812500 Penalty: 4188.426270
	Iteration 55Q: 3 clusters Score -613583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -613592.000000 Penalty: 4188.426270
	Iteration 56Q: 3 clusters Score -613592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -613596.875000 Penalty: 4188.426270
	Iteration 57Q: 3 clusters Score -613596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -613602.250000 Penalty: 4188.426270
	Iteration 58Q: 3 clusters Score -613602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -613610.250000 Penalty: 4188.426270
	Iteration 59Q: 3 clusters Score -613610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -613614.062500 Penalty: 4188.426270
	Iteration 60F: 3 clusters Score -613614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -613615.312500 Penalty: 4188.426270
	Iteration 61Q: 3 clusters Score -613615.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -613619.250000 Penalty: 4188.426270
	Iteration 62Q: 3 clusters Score -613619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -613627.875000 Penalty: 4188.426270
	Iteration 63Q: 3 clusters Score -613627.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -613643.125000 Penalty: 4188.426270
	Iteration 64Q: 3 clusters Score -613643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -613649.562500 Penalty: 4188.426270
	Iteration 65Q: 3 clusters Score -613649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -613655.625000 Penalty: 4188.426270
	Iteration 66Q: 3 clusters Score -613655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -613658.812500 Penalty: 4188.426270
	Iteration 67Q: 3 clusters Score -613658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -613660.937500 Penalty: 4188.426270
	Iteration 68Q: 3 clusters Score -613660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -613661.437500 Penalty: 4188.426270
	Iteration 69Q: 3 clusters Score -613661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -613661.437500 Penalty: 4188.426270
	Iteration 70F: 3 clusters Score -613661.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Entering Unmasked Estep 
Score: -9101653.000000 Penalty: 2757.833740
	Iteration 0F: 2 clusters Score -9101653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -9056212.000000 Penalty: 5515.667480
	Iteration 0F: 3 clusters Score -9056212 nChanged 31679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -9073989.000000 Penalty: 5515.667480
	Iteration 1F: 3 clusters Score -9073989 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -9074618.000000 Penalty: 5515.667480
	Iteration 2Q: 3 clusters Score -9074618 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -9075240.000000 Penalty: 5515.667480
	Iteration 3Q: 3 clusters Score -9075240 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -9076034.000000 Penalty: 5515.667480
	Iteration 4Q: 3 clusters Score -9076034 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -9077166.000000 Penalty: 5515.667480
	Iteration 5Q: 3 clusters Score -9077166 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -9078923.000000 Penalty: 5515.667480
	Iteration 6F: 3 clusters Score -9078923 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -9081818.000000 Penalty: 5515.667480
	Iteration 7F: 3 clusters Score -9081818 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -9085941.000000 Penalty: 5515.667480
	Iteration 8F: 3 clusters Score -9085941 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -9090799.000000 Penalty: 5515.667480
	Iteration 9F: 3 clusters Score -9090799 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -9094595.000000 Penalty: 5515.667480
	Iteration 10F: 3 clusters Score -9094595 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9096934.000000 Penalty: 5515.667480
	Iteration 11Q: 3 clusters Score -9096934 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9098160.000000 Penalty: 5515.667480
	Iteration 12Q: 3 clusters Score -9098160 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9098748.000000 Penalty: 5515.667480
	Iteration 13Q: 3 clusters Score -9098748 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9099120.000000 Penalty: 5515.667480
	Iteration 14Q: 3 clusters Score -9099120 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9099329.000000 Penalty: 5515.667480
	Iteration 15Q: 3 clusters Score -9099329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9099452.000000 Penalty: 5515.667480
	Iteration 16Q: 3 clusters Score -9099452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9099515.000000 Penalty: 5515.667480
	Iteration 17Q: 3 clusters Score -9099515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9099596.000000 Penalty: 5515.667480
	Iteration 18Q: 3 clusters Score -9099596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9099645.000000 Penalty: 5515.667480
	Iteration 19Q: 3 clusters Score -9099645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9099684.000000 Penalty: 5515.667480
	Iteration 20F: 3 clusters Score -9099684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9099714.000000 Penalty: 5515.667480
	Iteration 21Q: 3 clusters Score -9099714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9099732.000000 Penalty: 5515.667480
	Iteration 22Q: 3 clusters Score -9099732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9099729.000000 Penalty: 5515.667480
	Iteration 23Q: 3 clusters Score -9099729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9099743.000000 Penalty: 5515.667480
	Iteration 24Q: 3 clusters Score -9099743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9099752.000000 Penalty: 5515.667480
	Iteration 25Q: 3 clusters Score -9099752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9099764.000000 Penalty: 5515.667480
	Iteration 26Q: 3 clusters Score -9099764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9099766.000000 Penalty: 5515.667480
	Iteration 27Q: 3 clusters Score -9099766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9099765.000000 Penalty: 5515.667480
	Iteration 28Q: 3 clusters Score -9099765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9099767.000000 Penalty: 5515.667480
	Iteration 29Q: 3 clusters Score -9099767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9099773.000000 Penalty: 5515.667480
	Iteration 30Q: 3 clusters Score -9099773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9099775.000000 Penalty: 5515.667480
	Iteration 31Q: 3 clusters Score -9099775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9099781.000000 Penalty: 5515.667480
	Iteration 32Q: 3 clusters Score -9099781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9099784.000000 Penalty: 5515.667480
	Iteration 33Q: 3 clusters Score -9099784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9099776.000000 Penalty: 5515.667480
	Iteration 34Q: 3 clusters Score -9099776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9099780.000000 Penalty: 5515.667480
	Iteration 35Q: 3 clusters Score -9099780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9099775.000000 Penalty: 5515.667480
	Iteration 36Q: 3 clusters Score -9099775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9099780.000000 Penalty: 5515.667480
	Iteration 37Q: 3 clusters Score -9099780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9099776.000000 Penalty: 5515.667480
	Iteration 38Q: 3 clusters Score -9099776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9099777.000000 Penalty: 5515.667480
	Iteration 39Q: 3 clusters Score -9099777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9099784.000000 Penalty: 5515.667480
	Iteration 40F: 3 clusters Score -9099784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9099788.000000 Penalty: 5515.667480
	Iteration 41Q: 3 clusters Score -9099788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9099793.000000 Penalty: 5515.667480
	Iteration 42Q: 3 clusters Score -9099793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9099799.000000 Penalty: 5515.667480
	Iteration 43Q: 3 clusters Score -9099799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9099795.000000 Penalty: 5515.667480
	Iteration 44Q: 3 clusters Score -9099795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9099795.000000 Penalty: 5515.667480
	Iteration 45Q: 3 clusters Score -9099795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9099795.000000 Penalty: 5515.667480
	Iteration 46Q: 3 clusters Score -9099795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9099799.000000 Penalty: 5515.667480
	Iteration 47Q: 3 clusters Score -9099799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9099797.000000 Penalty: 5515.667480
	Iteration 48Q: 3 clusters Score -9099797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9099797.000000 Penalty: 5515.667480
	Iteration 49F: 3 clusters Score -9099797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -349616.718750 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -349616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -346570.375000 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -346570.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -347122.875000 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -347122.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -347260.437500 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -347260.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -347334.906250 Penalty: 3904.926758
	Iteration 3Q: 3 clusters Score -347334.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -347392.875000 Penalty: 3904.926758
	Iteration 4Q: 3 clusters Score -347392.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347441.312500 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -347441.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -347480.906250 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -347480.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347514.781250 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -347514.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -347541.906250 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -347541.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347562.156250 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -347562.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -347581.843750 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -347581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -347596.093750 Penalty: 3904.926758
	Iteration 11Q: 3 clusters Score -347596.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347610.937500 Penalty: 3904.926758
	Iteration 12Q: 3 clusters Score -347610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -347622.812500 Penalty: 3904.926758
	Iteration 13Q: 3 clusters Score -347622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -347628.625000 Penalty: 3904.926758
	Iteration 14Q: 3 clusters Score -347628.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347633.625000 Penalty: 3904.926758
	Iteration 15Q: 3 clusters Score -347633.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -347639.281250 Penalty: 3904.926758
	Iteration 16Q: 3 clusters Score -347639.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -347641.937500 Penalty: 3904.926758
	Iteration 17Q: 3 clusters Score -347641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -347642.093750 Penalty: 3904.926758
	Iteration 18Q: 3 clusters Score -347642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -347643.312500 Penalty: 3904.926758
	Iteration 19Q: 3 clusters Score -347643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347643.750000 Penalty: 3904.926758
	Iteration 20F: 3 clusters Score -347643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347644.125000 Penalty: 3904.926758
	Iteration 21Q: 3 clusters Score -347644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347645.937500 Penalty: 3904.926758
	Iteration 22Q: 3 clusters Score -347645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -347648.656250 Penalty: 3904.926758
	Iteration 23Q: 3 clusters Score -347648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347649.687500 Penalty: 3904.926758
	Iteration 24Q: 3 clusters Score -347649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347649.687500 Penalty: 3904.926758
	Iteration 25F: 3 clusters Score -347649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 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 243 members 
Entering Unmasked Estep 
Score: -58625.726562 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58625.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59077.250000 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -59077.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59408.609375 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -59408.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59508.562500 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -59508.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59564.144531 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -59564.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59592.324219 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59592.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59599.589844 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59599.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59604.230469 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59604.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59604.230469 Penalty: 3073.436279
	Iteration 8F: 3 clusters Score -59604.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Entering Unmasked Estep 
Score: -8322273.000000 Penalty: 2743.909424
	Iteration 0F: 2 clusters Score -8322273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -8279565.000000 Penalty: 5487.818848
	Iteration 0F: 3 clusters Score -8279565 nChanged 29748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -8296118.500000 Penalty: 5487.818848
	Iteration 1F: 3 clusters Score -8296118 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -8296692.500000 Penalty: 5487.818848
	Iteration 2Q: 3 clusters Score -8296692 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -8297219.500000 Penalty: 5487.818848
	Iteration 3Q: 3 clusters Score -8297220 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -8297916.500000 Penalty: 5487.818848
	Iteration 4Q: 3 clusters Score -8297916 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -8298797.000000 Penalty: 5487.818848
	Iteration 5Q: 3 clusters Score -8298797 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -8299944.000000 Penalty: 5487.818848
	Iteration 6Q: 3 clusters Score -8299944 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8301663.500000 Penalty: 5487.818848
	Iteration 7F: 3 clusters Score -8301664 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -8304295.000000 Penalty: 5487.818848
	Iteration 8F: 3 clusters Score -8304295 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8307930.000000 Penalty: 5487.818848
	Iteration 9F: 3 clusters Score -8307930 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -8312052.000000 Penalty: 5487.818848
	Iteration 10F: 3 clusters Score -8312052 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8315537.000000 Penalty: 5487.818848
	Iteration 11F: 3 clusters Score -8315537 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8317658.000000 Penalty: 5487.818848
	Iteration 12Q: 3 clusters Score -8317658 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8318801.000000 Penalty: 5487.818848
	Iteration 13Q: 3 clusters Score -8318801 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8319357.000000 Penalty: 5487.818848
	Iteration 14Q: 3 clusters Score -8319357 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8319662.000000 Penalty: 5487.818848
	Iteration 15Q: 3 clusters Score -8319662 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8319818.500000 Penalty: 5487.818848
	Iteration 16Q: 3 clusters Score -8319818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8319940.500000 Penalty: 5487.818848
	Iteration 17Q: 3 clusters Score -8319940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8320015.500000 Penalty: 5487.818848
	Iteration 18Q: 3 clusters Score -8320016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8320042.500000 Penalty: 5487.818848
	Iteration 19Q: 3 clusters Score -8320042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8320065.000000 Penalty: 5487.818848
	Iteration 20F: 3 clusters Score -8320065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8320081.500000 Penalty: 5487.818848
	Iteration 21Q: 3 clusters Score -8320082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8320085.500000 Penalty: 5487.818848
	Iteration 22Q: 3 clusters Score -8320086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8320090.500000 Penalty: 5487.818848
	Iteration 23Q: 3 clusters Score -8320090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8320100.500000 Penalty: 5487.818848
	Iteration 24Q: 3 clusters Score -8320100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8320115.000000 Penalty: 5487.818848
	Iteration 25Q: 3 clusters Score -8320115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8320125.500000 Penalty: 5487.818848
	Iteration 26Q: 3 clusters Score -8320126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8320128.500000 Penalty: 5487.818848
	Iteration 27Q: 3 clusters Score -8320128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8320136.500000 Penalty: 5487.818848
	Iteration 28Q: 3 clusters Score -8320136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8320141.500000 Penalty: 5487.818848
	Iteration 29Q: 3 clusters Score -8320142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8320149.500000 Penalty: 5487.818848
	Iteration 30Q: 3 clusters Score -8320150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8320149.000000 Penalty: 5487.818848
	Iteration 31Q: 3 clusters Score -8320149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8320155.500000 Penalty: 5487.818848
	Iteration 32Q: 3 clusters Score -8320156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8320159.000000 Penalty: 5487.818848
	Iteration 33Q: 3 clusters Score -8320159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8320160.500000 Penalty: 5487.818848
	Iteration 34Q: 3 clusters Score -8320160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8320160.500000 Penalty: 5487.818848
	Iteration 35F: 3 clusters Score -8320160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Entering Unmasked Estep 
Score: -26075028.000000 Penalty: 3018.515625
	Iteration 0F: 2 clusters Score -2.607503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -25965032.000000 Penalty: 6037.031250
	Iteration 0F: 3 clusters Score -2.596503e+07 nChanged 92968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -26019942.000000 Penalty: 6037.031250
	Iteration 1F: 3 clusters Score -2.601994e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -26020854.000000 Penalty: 6037.031250
	Iteration 2Q: 3 clusters Score -2.602085e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -26022462.000000 Penalty: 6037.031250
	Iteration 3Q: 3 clusters Score -2.602246e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -26024684.000000 Penalty: 6037.031250
	Iteration 4Q: 3 clusters Score -2.602468e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -26028986.000000 Penalty: 6037.031250
	Iteration 5Q: 3 clusters Score -2.602899e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 124587 members 
Entering Unmasked Estep 
Score: -26035402.000000 Penalty: 6037.031250
	Iteration 6F: 3 clusters Score -2.60354e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 136327 members 
Entering Unmasked Estep 
Score: -26044678.000000 Penalty: 6037.031250
	Iteration 7F: 3 clusters Score -2.604468e+07 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -26054352.000000 Penalty: 6037.031250
	Iteration 8F: 3 clusters Score -2.605435e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -26061178.000000 Penalty: 6037.031250
	Iteration 9F: 3 clusters Score -2.606118e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 168911 members 
Entering Unmasked Estep 
Score: -26065738.000000 Penalty: 6037.031250
	Iteration 10Q: 3 clusters Score -2.606574e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -26068302.000000 Penalty: 6037.031250
	Iteration 11Q: 3 clusters Score -2.60683e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 179297 members 
Entering Unmasked Estep 
Score: -26069668.000000 Penalty: 6037.031250
	Iteration 12Q: 3 clusters Score -2.606967e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 182289 members 
Entering Unmasked Estep 
Score: -26070332.000000 Penalty: 6037.031250
	Iteration 13Q: 3 clusters Score -2.607033e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 184494 members 
Entering Unmasked Estep 
Score: -26070722.000000 Penalty: 6037.031250
	Iteration 14Q: 3 clusters Score -2.607072e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 186150 members 
Entering Unmasked Estep 
Score: -26071136.000000 Penalty: 6037.031250
	Iteration 15Q: 3 clusters Score -2.607114e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 187353 members 
Entering Unmasked Estep 
Score: -26071596.000000 Penalty: 6037.031250
	Iteration 16Q: 3 clusters Score -2.60716e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 188297 members 
Entering Unmasked Estep 
Score: -26071866.000000 Penalty: 6037.031250
	Iteration 17Q: 3 clusters Score -2.607187e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 189017 members 
Entering Unmasked Estep 
Score: -26072160.000000 Penalty: 6037.031250
	Iteration 18Q: 3 clusters Score -2.607216e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 189560 members 
Entering Unmasked Estep 
Score: -26072282.000000 Penalty: 6037.031250
	Iteration 19Q: 3 clusters Score -2.607228e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -26072332.000000 Penalty: 6037.031250
	Iteration 20F: 3 clusters Score -2.607233e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -26072488.000000 Penalty: 6037.031250
	Iteration 21Q: 3 clusters Score -2.607249e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -26072518.000000 Penalty: 6037.031250
	Iteration 22Q: 3 clusters Score -2.607252e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 190616 members 
Entering Unmasked Estep 
Score: -26072532.000000 Penalty: 6037.031250
	Iteration 23Q: 3 clusters Score -2.607253e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 190773 members 
Entering Unmasked Estep 
Score: -26072578.000000 Penalty: 6037.031250
	Iteration 24Q: 3 clusters Score -2.607258e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 190898 members 
Entering Unmasked Estep 
Score: -26072680.000000 Penalty: 6037.031250
	Iteration 25Q: 3 clusters Score -2.607268e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 191002 members 
Entering Unmasked Estep 
Score: -26072714.000000 Penalty: 6037.031250
	Iteration 26Q: 3 clusters Score -2.607271e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 191105 members 
Entering Unmasked Estep 
Score: -26072768.000000 Penalty: 6037.031250
	Iteration 27Q: 3 clusters Score -2.607277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 191188 members 
Entering Unmasked Estep 
Score: -26072820.000000 Penalty: 6037.031250
	Iteration 28Q: 3 clusters Score -2.607282e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 191258 members 
Entering Unmasked Estep 
Score: -26072862.000000 Penalty: 6037.031250
	Iteration 29Q: 3 clusters Score -2.607286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 191315 members 
Entering Unmasked Estep 
Score: -26072898.000000 Penalty: 6037.031250
	Iteration 30Q: 3 clusters Score -2.60729e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 191354 members 
Entering Unmasked Estep 
Score: -26072892.000000 Penalty: 6037.031250
	Iteration 31Q: 3 clusters Score -2.607289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 191380 members 
Entering Unmasked Estep 
Score: -26072926.000000 Penalty: 6037.031250
	Iteration 32Q: 3 clusters Score -2.607293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -26072900.000000 Penalty: 6037.031250
	Iteration 33Q: 3 clusters Score -2.60729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 191435 members 
Entering Unmasked Estep 
Score: -26072924.000000 Penalty: 6037.031250
	Iteration 34Q: 3 clusters Score -2.607292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 191464 members 
Entering Unmasked Estep 
Score: -26072950.000000 Penalty: 6037.031250
	Iteration 35Q: 3 clusters Score -2.607295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 191488 members 
Entering Unmasked Estep 
Score: -26072966.000000 Penalty: 6037.031250
	Iteration 36Q: 3 clusters Score -2.607297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 191507 members 
Entering Unmasked Estep 
Score: -26072948.000000 Penalty: 6037.031250
	Iteration 37Q: 3 clusters Score -2.607295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 191534 members 
Entering Unmasked Estep 
Score: -26072932.000000 Penalty: 6037.031250
	Iteration 38Q: 3 clusters Score -2.607293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -26072936.000000 Penalty: 6037.031250
	Iteration 39Q: 3 clusters Score -2.607294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 191551 members 
Entering Unmasked Estep 
Score: -26072934.000000 Penalty: 6037.031250
	Iteration 40F: 3 clusters Score -2.607293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 191557 members 
Entering Unmasked Estep 
Score: -26072948.000000 Penalty: 6037.031250
	Iteration 41Q: 3 clusters Score -2.607295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 191567 members 
Entering Unmasked Estep 
Score: -26072956.000000 Penalty: 6037.031250
	Iteration 42Q: 3 clusters Score -2.607296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 191575 members 
Entering Unmasked Estep 
Score: -26072964.000000 Penalty: 6037.031250
	Iteration 43Q: 3 clusters Score -2.607296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 191578 members 
Entering Unmasked Estep 
Score: -26072968.000000 Penalty: 6037.031250
	Iteration 44Q: 3 clusters Score -2.607297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 191583 members 
Entering Unmasked Estep 
Score: -26072954.000000 Penalty: 6037.031250
	Iteration 45Q: 3 clusters Score -2.607295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -26072952.000000 Penalty: 6037.031250
	Iteration 46Q: 3 clusters Score -2.607295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -26072964.000000 Penalty: 6037.031250
	Iteration 47Q: 3 clusters Score -2.607296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -26072966.000000 Penalty: 6037.031250
	Iteration 48Q: 3 clusters Score -2.607297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 191587 members 
Entering Unmasked Estep 
Score: -26072966.000000 Penalty: 6037.031250
	Iteration 49Q: 3 clusters Score -2.607297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 191589 members 
Entering Unmasked Estep 
Score: -26072968.000000 Penalty: 6037.031250
	Iteration 50Q: 3 clusters Score -2.607297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 191589 members 
Entering Unmasked Estep 
Score: -26072962.000000 Penalty: 6037.031250
	Iteration 51Q: 3 clusters Score -2.607296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 191590 members 
Entering Unmasked Estep 
Score: -26072970.000000 Penalty: 6037.031250
	Iteration 52Q: 3 clusters Score -2.607297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -26072972.000000 Penalty: 6037.031250
	Iteration 53Q: 3 clusters Score -2.607297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -26072958.000000 Penalty: 6037.031250
	Iteration 54Q: 3 clusters Score -2.607296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 191593 members 
Entering Unmasked Estep 
Score: -26072964.000000 Penalty: 6037.031250
	Iteration 55Q: 3 clusters Score -2.607296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 191593 members 
Entering Unmasked Estep 
Score: -26072970.000000 Penalty: 6037.031250
	Iteration 56Q: 3 clusters Score -2.607297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 191594 members 
Entering Unmasked Estep 
Score: -26072970.000000 Penalty: 6037.031250
	Iteration 57Q: 3 clusters Score -2.607297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 191595 members 
Entering Unmasked Estep 
Score: -26072958.000000 Penalty: 6037.031250
	Iteration 58Q: 3 clusters Score -2.607296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 191596 members 
Entering Unmasked Estep 
Score: -26072972.000000 Penalty: 6037.031250
	Iteration 59Q: 3 clusters Score -2.607297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 191596 members 
Entering Unmasked Estep 
Score: -26072972.000000 Penalty: 6037.031250
	Iteration 60F: 3 clusters Score -2.607297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Entering Unmasked Estep 
Score: -21295844.000000 Penalty: 2970.323730
	Iteration 0F: 2 clusters Score -2.129584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -21191522.000000 Penalty: 5940.647461
	Iteration 0F: 3 clusters Score -2.119152e+07 nChanged 75933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -21235454.000000 Penalty: 5940.647461
	Iteration 1F: 3 clusters Score -2.123545e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -21236010.000000 Penalty: 5940.647461
	Iteration 2Q: 3 clusters Score -2.123601e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -21236596.000000 Penalty: 5940.647461
	Iteration 3Q: 3 clusters Score -2.12366e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -21237592.000000 Penalty: 5940.647461
	Iteration 4Q: 3 clusters Score -2.123759e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -21239096.000000 Penalty: 5940.647461
	Iteration 5Q: 3 clusters Score -2.12391e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -21242424.000000 Penalty: 5940.647461
	Iteration 6Q: 3 clusters Score -2.124242e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -21249004.000000 Penalty: 5940.647461
	Iteration 7F: 3 clusters Score -2.1249e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -21260214.000000 Penalty: 5940.647461
	Iteration 8F: 3 clusters Score -2.126021e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -21273408.000000 Penalty: 5940.647461
	Iteration 9F: 3 clusters Score -2.127341e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 143285 members 
Entering Unmasked Estep 
Score: -21284310.000000 Penalty: 5940.647461
	Iteration 10F: 3 clusters Score -2.128431e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -21290852.000000 Penalty: 5940.647461
	Iteration 11Q: 3 clusters Score -2.129085e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -21294092.000000 Penalty: 5940.647461
	Iteration 12Q: 3 clusters Score -2.129409e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -21295206.000000 Penalty: 5940.647461
	Iteration 13Q: 3 clusters Score -2.129521e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -21295686.000000 Penalty: 5940.647461
	Iteration 14Q: 3 clusters Score -2.129569e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -21295834.000000 Penalty: 5940.647461
	Iteration 15Q: 3 clusters Score -2.129583e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -21295884.000000 Penalty: 5940.647461
	Iteration 16Q: 3 clusters Score -2.129588e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -21295986.000000 Penalty: 5940.647461
	Iteration 17Q: 3 clusters Score -2.129599e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -21295934.000000 Penalty: 5940.647461
	Iteration 18Q: 3 clusters Score -2.129593e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -21295956.000000 Penalty: 5940.647461
	Iteration 19Q: 3 clusters Score -2.129596e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -21295974.000000 Penalty: 5940.647461
	Iteration 20F: 3 clusters Score -2.129597e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -21295960.000000 Penalty: 5940.647461
	Iteration 21Q: 3 clusters Score -2.129596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 153652 members 
Entering Unmasked Estep 
Score: -21295982.000000 Penalty: 5940.647461
	Iteration 22Q: 3 clusters Score -2.129598e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -21295974.000000 Penalty: 5940.647461
	Iteration 23Q: 3 clusters Score -2.129597e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -21295972.000000 Penalty: 5940.647461
	Iteration 24Q: 3 clusters Score -2.129597e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -21295930.000000 Penalty: 5940.647461
	Iteration 25Q: 3 clusters Score -2.129593e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 153910 members 
Entering Unmasked Estep 
Score: -21295930.000000 Penalty: 5940.647461
	Iteration 26Q: 3 clusters Score -2.129593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -21295892.000000 Penalty: 5940.647461
	Iteration 27Q: 3 clusters Score -2.129589e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -21295880.000000 Penalty: 5940.647461
	Iteration 28Q: 3 clusters Score -2.129588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -21295876.000000 Penalty: 5940.647461
	Iteration 29Q: 3 clusters Score -2.129588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -21295872.000000 Penalty: 5940.647461
	Iteration 30Q: 3 clusters Score -2.129587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -21295874.000000 Penalty: 5940.647461
	Iteration 31Q: 3 clusters Score -2.129587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21295868.000000 Penalty: 5940.647461
	Iteration 32Q: 3 clusters Score -2.129587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -21295860.000000 Penalty: 5940.647461
	Iteration 33Q: 3 clusters Score -2.129586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -21295834.000000 Penalty: 5940.647461
	Iteration 34Q: 3 clusters Score -2.129583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21295842.000000 Penalty: 5940.647461
	Iteration 35Q: 3 clusters Score -2.129584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -21295856.000000 Penalty: 5940.647461
	Iteration 36Q: 3 clusters Score -2.129586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -21295846.000000 Penalty: 5940.647461
	Iteration 37Q: 3 clusters Score -2.129585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -21295842.000000 Penalty: 5940.647461
	Iteration 38Q: 3 clusters Score -2.129584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 154110 members 
Entering Unmasked Estep 
Score: -21295848.000000 Penalty: 5940.647461
	Iteration 39Q: 3 clusters Score -2.129585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -21295848.000000 Penalty: 5940.647461
	Iteration 40F: 3 clusters Score -2.129585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -21295828.000000 Penalty: 5940.647461
	Iteration 41Q: 3 clusters Score -2.129583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -21295826.000000 Penalty: 5940.647461
	Iteration 42Q: 3 clusters Score -2.129583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 43Q: 3 clusters Score -2.129584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -21295832.000000 Penalty: 5940.647461
	Iteration 44Q: 3 clusters Score -2.129583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 45Q: 3 clusters Score -2.129584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 154167 members 
Entering Unmasked Estep 
Score: -21295848.000000 Penalty: 5940.647461
	Iteration 46Q: 3 clusters Score -2.129585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -21295832.000000 Penalty: 5940.647461
	Iteration 47Q: 3 clusters Score -2.129583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -21295844.000000 Penalty: 5940.647461
	Iteration 48Q: 3 clusters Score -2.129584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 154183 members 
Entering Unmasked Estep 
Score: -21295856.000000 Penalty: 5940.647461
	Iteration 49Q: 3 clusters Score -2.129586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -21295842.000000 Penalty: 5940.647461
	Iteration 50Q: 3 clusters Score -2.129584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -21295850.000000 Penalty: 5940.647461
	Iteration 51Q: 3 clusters Score -2.129585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 154200 members 
Entering Unmasked Estep 
Score: -21295860.000000 Penalty: 5940.647461
	Iteration 52Q: 3 clusters Score -2.129586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -21295874.000000 Penalty: 5940.647461
	Iteration 53Q: 3 clusters Score -2.129587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -21295846.000000 Penalty: 5940.647461
	Iteration 54Q: 3 clusters Score -2.129585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21295860.000000 Penalty: 5940.647461
	Iteration 55Q: 3 clusters Score -2.129586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
Score: -21295848.000000 Penalty: 5940.647461
	Iteration 56Q: 3 clusters Score -2.129585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 57Q: 3 clusters Score -2.129584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 154220 members 
Entering Unmasked Estep 
Score: -21295832.000000 Penalty: 5940.647461
	Iteration 58Q: 3 clusters Score -2.129583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 59Q: 3 clusters Score -2.129584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 60F: 3 clusters Score -2.129584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -21295828.000000 Penalty: 5940.647461
	Iteration 61Q: 3 clusters Score -2.129583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 154226 members 
Entering Unmasked Estep 
Score: -21295830.000000 Penalty: 5940.647461
	Iteration 62Q: 3 clusters Score -2.129583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -21295836.000000 Penalty: 5940.647461
	Iteration 63Q: 3 clusters Score -2.129584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -21295834.000000 Penalty: 5940.647461
	Iteration 64Q: 3 clusters Score -2.129583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 154231 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 65Q: 3 clusters Score -2.129584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -21295844.000000 Penalty: 5940.647461
	Iteration 66Q: 3 clusters Score -2.129584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -21295840.000000 Penalty: 5940.647461
	Iteration 67Q: 3 clusters Score -2.129584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -21295852.000000 Penalty: 5940.647461
	Iteration 68Q: 3 clusters Score -2.129585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21295854.000000 Penalty: 5940.647461
	Iteration 69Q: 3 clusters Score -2.129585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -21295860.000000 Penalty: 5940.647461
	Iteration 70Q: 3 clusters Score -2.129586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -21295864.000000 Penalty: 5940.647461
	Iteration 71Q: 3 clusters Score -2.129586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -21295850.000000 Penalty: 5940.647461
	Iteration 72Q: 3 clusters Score -2.129585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 154270 members 
Entering Unmasked Estep 
Score: -21295832.000000 Penalty: 5940.647461
	Iteration 73Q: 3 clusters Score -2.129583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -21295834.000000 Penalty: 5940.647461
	Iteration 74Q: 3 clusters Score -2.129583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -21295822.000000 Penalty: 5940.647461
	Iteration 75Q: 3 clusters Score -2.129582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -21295830.000000 Penalty: 5940.647461
	Iteration 76Q: 3 clusters Score -2.129583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -21295816.000000 Penalty: 5940.647461
	Iteration 77Q: 3 clusters Score -2.129582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21295824.000000 Penalty: 5940.647461
	Iteration 78Q: 3 clusters Score -2.129582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -21295836.000000 Penalty: 5940.647461
	Iteration 79Q: 3 clusters Score -2.129584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -21295816.000000 Penalty: 5940.647461
	Iteration 80F: 3 clusters Score -2.129582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 154340 members 
Entering Unmasked Estep 
Score: -21295810.000000 Penalty: 5940.647461
	Iteration 81Q: 3 clusters Score -2.129581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -21295802.000000 Penalty: 5940.647461
	Iteration 82Q: 3 clusters Score -2.12958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -21295806.000000 Penalty: 5940.647461
	Iteration 83Q: 3 clusters Score -2.129581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -21295796.000000 Penalty: 5940.647461
	Iteration 84Q: 3 clusters Score -2.12958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -21295794.000000 Penalty: 5940.647461
	Iteration 85Q: 3 clusters Score -2.129579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 154383 members 
Entering Unmasked Estep 
Score: -21295792.000000 Penalty: 5940.647461
	Iteration 86Q: 3 clusters Score -2.129579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -21295800.000000 Penalty: 5940.647461
	Iteration 87Q: 3 clusters Score -2.12958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -21295766.000000 Penalty: 5940.647461
	Iteration 88Q: 3 clusters Score -2.129577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -21295764.000000 Penalty: 5940.647461
	Iteration 89Q: 3 clusters Score -2.129576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -21295768.000000 Penalty: 5940.647461
	Iteration 90Q: 3 clusters Score -2.129577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -21295770.000000 Penalty: 5940.647461
	Iteration 91Q: 3 clusters Score -2.129577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -21295766.000000 Penalty: 5940.647461
	Iteration 92Q: 3 clusters Score -2.129577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -21295748.000000 Penalty: 5940.647461
	Iteration 93Q: 3 clusters Score -2.129575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 154512 members 
Entering Unmasked Estep 
Score: -21295752.000000 Penalty: 5940.647461
	Iteration 94Q: 3 clusters Score -2.129575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -21295746.000000 Penalty: 5940.647461
	Iteration 95Q: 3 clusters Score -2.129575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 154539 members 
Entering Unmasked Estep 
Score: -21295740.000000 Penalty: 5940.647461
	Iteration 96Q: 3 clusters Score -2.129574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -21295708.000000 Penalty: 5940.647461
	Iteration 97Q: 3 clusters Score -2.129571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 154558 members 
Entering Unmasked Estep 
Score: -21295686.000000 Penalty: 5940.647461
	Iteration 98Q: 3 clusters Score -2.129569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -21295676.000000 Penalty: 5940.647461
	Iteration 99Q: 3 clusters Score -2.129568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 154585 members 
Entering Unmasked Estep 
Score: -21295670.000000 Penalty: 5940.647461
	Iteration 100F: 3 clusters Score -2.129567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 154600 members 
Entering Unmasked Estep 
Score: -21295650.000000 Penalty: 5940.647461
	Iteration 101Q: 3 clusters Score -2.129565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -21295630.000000 Penalty: 5940.647461
	Iteration 102Q: 3 clusters Score -2.129563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 154629 members 
Entering Unmasked Estep 
Score: -21295630.000000 Penalty: 5940.647461
	Iteration 103Q: 3 clusters Score -2.129563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -21295624.000000 Penalty: 5940.647461
	Iteration 104Q: 3 clusters Score -2.129562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -21295612.000000 Penalty: 5940.647461
	Iteration 105Q: 3 clusters Score -2.129561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -21295614.000000 Penalty: 5940.647461
	Iteration 106Q: 3 clusters Score -2.129561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -21295614.000000 Penalty: 5940.647461
	Iteration 107Q: 3 clusters Score -2.129561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -21295612.000000 Penalty: 5940.647461
	Iteration 108Q: 3 clusters Score -2.129561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -21295588.000000 Penalty: 5940.647461
	Iteration 109Q: 3 clusters Score -2.129559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 154711 members 
Entering Unmasked Estep 
Score: -21295574.000000 Penalty: 5940.647461
	Iteration 110Q: 3 clusters Score -2.129557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -21295554.000000 Penalty: 5940.647461
	Iteration 111Q: 3 clusters Score -2.129555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 154744 members 
Entering Unmasked Estep 
Score: -21295570.000000 Penalty: 5940.647461
	Iteration 112Q: 3 clusters Score -2.129557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -21295602.000000 Penalty: 5940.647461
	Iteration 113Q: 3 clusters Score -2.12956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -21295614.000000 Penalty: 5940.647461
	Iteration 114Q: 3 clusters Score -2.129561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -21295608.000000 Penalty: 5940.647461
	Iteration 115Q: 3 clusters Score -2.129561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -21295618.000000 Penalty: 5940.647461
	Iteration 116Q: 3 clusters Score -2.129562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -21295632.000000 Penalty: 5940.647461
	Iteration 117Q: 3 clusters Score -2.129563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -21295620.000000 Penalty: 5940.647461
	Iteration 118Q: 3 clusters Score -2.129562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -21295612.000000 Penalty: 5940.647461
	Iteration 119Q: 3 clusters Score -2.129561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -21295618.000000 Penalty: 5940.647461
	Iteration 120F: 3 clusters Score -2.129562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -21295612.000000 Penalty: 5940.647461
	Iteration 121Q: 3 clusters Score -2.129561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -21295602.000000 Penalty: 5940.647461
	Iteration 122Q: 3 clusters Score -2.12956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -21295588.000000 Penalty: 5940.647461
	Iteration 123Q: 3 clusters Score -2.129559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -21295584.000000 Penalty: 5940.647461
	Iteration 124Q: 3 clusters Score -2.129558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -21295582.000000 Penalty: 5940.647461
	Iteration 125Q: 3 clusters Score -2.129558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -21295586.000000 Penalty: 5940.647461
	Iteration 126Q: 3 clusters Score -2.129559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -21295594.000000 Penalty: 5940.647461
	Iteration 127Q: 3 clusters Score -2.129559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -21295578.000000 Penalty: 5940.647461
	Iteration 128Q: 3 clusters Score -2.129558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -21295564.000000 Penalty: 5940.647461
	Iteration 129Q: 3 clusters Score -2.129556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 154903 members 
Entering Unmasked Estep 
Score: -21295550.000000 Penalty: 5940.647461
	Iteration 130Q: 3 clusters Score -2.129555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -21295542.000000 Penalty: 5940.647461
	Iteration 131Q: 3 clusters Score -2.129554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -21295542.000000 Penalty: 5940.647461
	Iteration 132Q: 3 clusters Score -2.129554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -21295540.000000 Penalty: 5940.647461
	Iteration 133Q: 3 clusters Score -2.129554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -21295552.000000 Penalty: 5940.647461
	Iteration 134Q: 3 clusters Score -2.129555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -21295536.000000 Penalty: 5940.647461
	Iteration 135Q: 3 clusters Score -2.129554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -21295542.000000 Penalty: 5940.647461
	Iteration 136Q: 3 clusters Score -2.129554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -21295542.000000 Penalty: 5940.647461
	Iteration 137Q: 3 clusters Score -2.129554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 154921 members 
Entering Unmasked Estep 
Score: -21295540.000000 Penalty: 5940.647461
	Iteration 138Q: 3 clusters Score -2.129554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -21295528.000000 Penalty: 5940.647461
	Iteration 139Q: 3 clusters Score -2.129553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -21295534.000000 Penalty: 5940.647461
	Iteration 140F: 3 clusters Score -2.129553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -21295538.000000 Penalty: 5940.647461
	Iteration 141Q: 3 clusters Score -2.129554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -21295536.000000 Penalty: 5940.647461
	Iteration 142Q: 3 clusters Score -2.129554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -21295536.000000 Penalty: 5940.647461
	Iteration 143F: 3 clusters Score -2.129554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -659386.750000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -659386.8 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 2566 members 
Entering Unmasked Estep 
Score: -654697.875000 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -654697.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -655813.562500 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -655813.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -656082.625000 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -656082.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -656298.687500 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -656298.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -656492.312500 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -656492.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -656662.375000 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -656662.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -656816.937500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -656816.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -656961.500000 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -656961.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -657087.875000 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -657087.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -657208.062500 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -657208.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -657328.500000 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -657328.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -657442.312500 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -657442.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -657531.687500 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -657531.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -657608.437500 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -657608.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -657677.000000 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -657677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -657724.125000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -657724.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -657759.875000 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -657759.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -657794.375000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -657794.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -657820.625000 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -657820.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -657842.562500 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -657842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -657861.000000 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -657861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -657881.500000 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -657881.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -657901.812500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -657901.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -657915.625000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -657915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -657925.812500 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -657925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -657930.937500 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -657930.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -657938.500000 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -657938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -657944.812500 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -657944.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -657955.187500 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -657955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -657964.312500 Penalty: 4240.727539
	Iteration 29Q: 3 clusters Score -657964.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -657976.812500 Penalty: 4240.727539
	Iteration 30Q: 3 clusters Score -657976.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -657984.937500 Penalty: 4240.727539
	Iteration 31Q: 3 clusters Score -657984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -657991.687500 Penalty: 4240.727539
	Iteration 32Q: 3 clusters Score -657991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -657997.875000 Penalty: 4240.727539
	Iteration 33Q: 3 clusters Score -657997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -658002.250000 Penalty: 4240.727539
	Iteration 34Q: 3 clusters Score -658002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -658009.500000 Penalty: 4240.727539
	Iteration 35Q: 3 clusters Score -658009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -658010.437500 Penalty: 4240.727539
	Iteration 36Q: 3 clusters Score -658010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -658012.000000 Penalty: 4240.727539
	Iteration 37Q: 3 clusters Score -658012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -658012.937500 Penalty: 4240.727539
	Iteration 38Q: 3 clusters Score -658012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -658012.937500 Penalty: 4240.727539
	Iteration 39F: 3 clusters Score -658012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Entering Unmasked Estep 
Score: -23081626.000000 Penalty: 2987.570312
	Iteration 0F: 2 clusters Score -2.308163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -22973364.000000 Penalty: 5975.140625
	Iteration 0F: 3 clusters Score -2.297336e+07 nChanged 81920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -23020506.000000 Penalty: 5975.140625
	Iteration 1F: 3 clusters Score -2.302051e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -23021204.000000 Penalty: 5975.140625
	Iteration 2Q: 3 clusters Score -2.30212e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -23022176.000000 Penalty: 5975.140625
	Iteration 3Q: 3 clusters Score -2.302218e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -23023404.000000 Penalty: 5975.140625
	Iteration 4Q: 3 clusters Score -2.30234e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -23025472.000000 Penalty: 5975.140625
	Iteration 5Q: 3 clusters Score -2.302547e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -23029884.000000 Penalty: 5975.140625
	Iteration 6F: 3 clusters Score -2.302988e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 120430 members 
Entering Unmasked Estep 
Score: -23037454.000000 Penalty: 5975.140625
	Iteration 7F: 3 clusters Score -2.303745e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -23048954.000000 Penalty: 5975.140625
	Iteration 8F: 3 clusters Score -2.304895e+07 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -23063024.000000 Penalty: 5975.140625
	Iteration 9F: 3 clusters Score -2.306302e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -23072728.000000 Penalty: 5975.140625
	Iteration 10F: 3 clusters Score -2.307273e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -23077004.000000 Penalty: 5975.140625
	Iteration 11Q: 3 clusters Score -2.3077e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 169129 members 
Entering Unmasked Estep 
Score: -23078230.000000 Penalty: 5975.140625
	Iteration 12Q: 3 clusters Score -2.307823e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -23078680.000000 Penalty: 5975.140625
	Iteration 13Q: 3 clusters Score -2.307868e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -23078876.000000 Penalty: 5975.140625
	Iteration 14Q: 3 clusters Score -2.307888e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170215 members 
Entering Unmasked Estep 
Score: -23078942.000000 Penalty: 5975.140625
	Iteration 15Q: 3 clusters Score -2.307894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -23079014.000000 Penalty: 5975.140625
	Iteration 16Q: 3 clusters Score -2.307901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -23079036.000000 Penalty: 5975.140625
	Iteration 17Q: 3 clusters Score -2.307904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -23079042.000000 Penalty: 5975.140625
	Iteration 18Q: 3 clusters Score -2.307904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -23079052.000000 Penalty: 5975.140625
	Iteration 19Q: 3 clusters Score -2.307905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -23079058.000000 Penalty: 5975.140625
	Iteration 20F: 3 clusters Score -2.307906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -23079048.000000 Penalty: 5975.140625
	Iteration 21Q: 3 clusters Score -2.307905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -23079048.000000 Penalty: 5975.140625
	Iteration 22F: 3 clusters Score -2.307905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Entering Unmasked Estep 
Score: -4277118.000000 Penalty: 2567.939697
	Iteration 0F: 2 clusters Score -4277118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4255559.500000 Penalty: 5135.879395
	Iteration 0F: 3 clusters Score -4255560 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4263326.000000 Penalty: 5135.879395
	Iteration 1F: 3 clusters Score -4263326 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4263869.000000 Penalty: 5135.879395
	Iteration 2Q: 3 clusters Score -4263869 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4264452.500000 Penalty: 5135.879395
	Iteration 3Q: 3 clusters Score -4264452 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -4265246.000000 Penalty: 5135.879395
	Iteration 4Q: 3 clusters Score -4265246 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4266242.000000 Penalty: 5135.879395
	Iteration 5F: 3 clusters Score -4266242 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4267672.000000 Penalty: 5135.879395
	Iteration 6F: 3 clusters Score -4267672 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4269323.000000 Penalty: 5135.879395
	Iteration 7F: 3 clusters Score -4269323 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4271117.000000 Penalty: 5135.879395
	Iteration 8F: 3 clusters Score -4271117 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4272706.500000 Penalty: 5135.879395
	Iteration 9F: 3 clusters Score -4272706 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4273753.000000 Penalty: 5135.879395
	Iteration 10Q: 3 clusters Score -4273753 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4274285.500000 Penalty: 5135.879395
	Iteration 11Q: 3 clusters Score -4274286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4274549.000000 Penalty: 5135.879395
	Iteration 12Q: 3 clusters Score -4274549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4274669.000000 Penalty: 5135.879395
	Iteration 13Q: 3 clusters Score -4274669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4274742.000000 Penalty: 5135.879395
	Iteration 14Q: 3 clusters Score -4274742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4274777.500000 Penalty: 5135.879395
	Iteration 15Q: 3 clusters Score -4274778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4274797.500000 Penalty: 5135.879395
	Iteration 16Q: 3 clusters Score -4274798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4274819.000000 Penalty: 5135.879395
	Iteration 17Q: 3 clusters Score -4274819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4274817.000000 Penalty: 5135.879395
	Iteration 18Q: 3 clusters Score -4274817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4274828.000000 Penalty: 5135.879395
	Iteration 19Q: 3 clusters Score -4274828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4274829.000000 Penalty: 5135.879395
	Iteration 20F: 3 clusters Score -4274829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4274833.000000 Penalty: 5135.879395
	Iteration 21Q: 3 clusters Score -4274833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4274833.000000 Penalty: 5135.879395
	Iteration 22F: 3 clusters Score -4274833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -44401.746094 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -44401.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43059.902344 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43059.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43247.863281 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43247.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43320.253906 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -43320.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43359.359375 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43359.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43368.042969 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43368.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43371.707031 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43371.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43379.289062 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -43379.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43381.402344 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -43381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43381.402344 Penalty: 2956.658691
	Iteration 8F: 3 clusters Score -43381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Entering Unmasked Estep 
Score: -23983694.000000 Penalty: 2998.744385
	Iteration 0F: 2 clusters Score -2.398369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -23870628.000000 Penalty: 5997.488770
	Iteration 0F: 3 clusters Score -2.387063e+07 nChanged 85570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -23919892.000000 Penalty: 5997.488770
	Iteration 1F: 3 clusters Score -2.391989e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -23921036.000000 Penalty: 5997.488770
	Iteration 2Q: 3 clusters Score -2.392104e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -23922910.000000 Penalty: 5997.488770
	Iteration 3Q: 3 clusters Score -2.392291e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110556 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -23926334.000000 Penalty: 5997.488770
	Iteration 4Q: 3 clusters Score -2.392633e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -23932874.000000 Penalty: 5997.488770
	Iteration 5F: 3 clusters Score -2.393287e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136371 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -23944040.000000 Penalty: 5997.488770
	Iteration 6F: 3 clusters Score -2.394404e+07 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -23959114.000000 Penalty: 5997.488770
	Iteration 7F: 3 clusters Score -2.395911e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167597 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -23972198.000000 Penalty: 5997.488770
	Iteration 8F: 3 clusters Score -2.39722e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23978184.000000 Penalty: 5997.488770
	Iteration 9Q: 3 clusters Score -2.397818e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23980208.000000 Penalty: 5997.488770
	Iteration 10Q: 3 clusters Score -2.398021e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23980780.000000 Penalty: 5997.488770
	Iteration 11Q: 3 clusters Score -2.398078e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178132 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23980910.000000 Penalty: 5997.488770
	Iteration 12Q: 3 clusters Score -2.398091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23980980.000000 Penalty: 5997.488770
	Iteration 13Q: 3 clusters Score -2.398098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23981008.000000 Penalty: 5997.488770
	Iteration 14Q: 3 clusters Score -2.398101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23981022.000000 Penalty: 5997.488770
	Iteration 15Q: 3 clusters Score -2.398102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23981014.000000 Penalty: 5997.488770
	Iteration 16Q: 3 clusters Score -2.398101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23981044.000000 Penalty: 5997.488770
	Iteration 17Q: 3 clusters Score -2.398104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23981040.000000 Penalty: 5997.488770
	Iteration 18Q: 3 clusters Score -2.398104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23981032.000000 Penalty: 5997.488770
	Iteration 19Q: 3 clusters Score -2.398103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23981032.000000 Penalty: 5997.488770
	Iteration 20F: 3 clusters Score -2.398103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157510.921875 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155362.046875 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155362 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155765.718750 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155765.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155978.781250 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -155978.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156200.468750 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -156200.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -156388.906250 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -156388.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156528.500000 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -156528.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156689.328125 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -156689.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156896.531250 Penalty: 3548.301514
	Iteration 7F: 3 clusters Score -156896.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157061.359375 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -157061.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157172.125000 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -157172.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157214.343750 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -157214.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157227.078125 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -157227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157233.093750 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -157233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157239.015625 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -157239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157241.203125 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -157241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157245.312500 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -157245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157252.984375 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -157253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157259.562500 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -157259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157273.171875 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -157273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157286.546875 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -157286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157299.281250 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -157299.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157324.078125 Penalty: 3548.301514
	Iteration 21Q: 3 clusters Score -157324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157354.843750 Penalty: 3548.301514
	Iteration 22Q: 3 clusters Score -157354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157399.250000 Penalty: 3548.301514
	Iteration 23Q: 3 clusters Score -157399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157446.828125 Penalty: 3548.301514
	Iteration 24Q: 3 clusters Score -157446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -157552.546875 Penalty: 3548.301514
	Iteration 25Q: 3 clusters Score -157552.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157950.765625 Penalty: 3548.301514
	Iteration 26Q: 3 clusters Score -157950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158600.125000 Penalty: 3548.301514
	Iteration 27Q: 3 clusters Score -158600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158616.593750 Penalty: 3548.301514
	Iteration 28Q: 3 clusters Score -158616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158618.093750 Penalty: 3548.301514
	Iteration 29Q: 3 clusters Score -158618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158618.093750 Penalty: 3548.301514
	Iteration 30F: 3 clusters Score -158618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 162783 members 
Mstep: Class 3 contains 138770 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 67528 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63841 members 
Mstep: Class 10 contains 193191 members 
Mstep: Class 11 contains 159072 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 170528 members 
Mstep: Class 14 contains 31401 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 178387 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 18 contains 146839 members 
Mstep: Class 19 contains 33484 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
Score: -180322640.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180322736.000000 to -180322640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (146839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146839 members 
Entering Unmasked Estep 
Score: -19849572.000000 Penalty: 2950.478760
	Iteration 0F: 2 clusters Score -1.984957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -19752712.000000 Penalty: 5900.957520
	Iteration 0F: 3 clusters Score -1.975271e+07 nChanged 70229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -19792498.000000 Penalty: 5900.957520
	Iteration 1F: 3 clusters Score -1.97925e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -19793262.000000 Penalty: 5900.957520
	Iteration 2Q: 3 clusters Score -1.979326e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -19794076.000000 Penalty: 5900.957520
	Iteration 3Q: 3 clusters Score -1.979408e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -19795168.000000 Penalty: 5900.957520
	Iteration 4Q: 3 clusters Score -1.979517e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -19796732.000000 Penalty: 5900.957520
	Iteration 5Q: 3 clusters Score -1.979673e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -19799580.000000 Penalty: 5900.957520
	Iteration 6Q: 3 clusters Score -1.979958e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -19804780.000000 Penalty: 5900.957520
	Iteration 7F: 3 clusters Score -1.980478e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -19813380.000000 Penalty: 5900.957520
	Iteration 8F: 3 clusters Score -1.981338e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -19824520.000000 Penalty: 5900.957520
	Iteration 9F: 3 clusters Score -1.982452e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -19834970.000000 Penalty: 5900.957520
	Iteration 10F: 3 clusters Score -1.983497e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -19841704.000000 Penalty: 5900.957520
	Iteration 11Q: 3 clusters Score -1.98417e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -19844860.000000 Penalty: 5900.957520
	Iteration 12Q: 3 clusters Score -1.984486e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19846100.000000 Penalty: 5900.957520
	Iteration 13Q: 3 clusters Score -1.98461e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19846526.000000 Penalty: 5900.957520
	Iteration 14Q: 3 clusters Score -1.984653e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19846730.000000 Penalty: 5900.957520
	Iteration 15Q: 3 clusters Score -1.984673e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19846784.000000 Penalty: 5900.957520
	Iteration 16Q: 3 clusters Score -1.984678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19846834.000000 Penalty: 5900.957520
	Iteration 17Q: 3 clusters Score -1.984683e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19846868.000000 Penalty: 5900.957520
	Iteration 18Q: 3 clusters Score -1.984687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19846896.000000 Penalty: 5900.957520
	Iteration 19Q: 3 clusters Score -1.98469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146494 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19846930.000000 Penalty: 5900.957520
	Iteration 20F: 3 clusters Score -1.984693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -19846932.000000 Penalty: 5900.957520
	Iteration 21Q: 3 clusters Score -1.984693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19846960.000000 Penalty: 5900.957520
	Iteration 22Q: 3 clusters Score -1.984696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19846974.000000 Penalty: 5900.957520
	Iteration 23Q: 3 clusters Score -1.984697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19846980.000000 Penalty: 5900.957520
	Iteration 24Q: 3 clusters Score -1.984698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19846992.000000 Penalty: 5900.957520
	Iteration 25Q: 3 clusters Score -1.984699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19846988.000000 Penalty: 5900.957520
	Iteration 26Q: 3 clusters Score -1.984699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19846988.000000 Penalty: 5900.957520
	Iteration 27F: 3 clusters Score -1.984699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Entering Unmasked Estep 
Score: -4366763.000000 Penalty: 2583.868164
	Iteration 0F: 2 clusters Score -4366763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4343943.500000 Penalty: 5167.736328
	Iteration 0F: 3 clusters Score -4343944 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4352083.000000 Penalty: 5167.736328
	Iteration 1F: 3 clusters Score -4352083 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4352466.500000 Penalty: 5167.736328
	Iteration 2Q: 3 clusters Score -4352466 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4352847.000000 Penalty: 5167.736328
	Iteration 3Q: 3 clusters Score -4352847 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4353201.500000 Penalty: 5167.736328
	Iteration 4Q: 3 clusters Score -4353202 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4353657.000000 Penalty: 5167.736328
	Iteration 5Q: 3 clusters Score -4353657 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -4354303.000000 Penalty: 5167.736328
	Iteration 6Q: 3 clusters Score -4354303 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4355231.500000 Penalty: 5167.736328
	Iteration 7F: 3 clusters Score -4355232 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4356621.500000 Penalty: 5167.736328
	Iteration 8F: 3 clusters Score -4356622 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4358491.000000 Penalty: 5167.736328
	Iteration 9F: 3 clusters Score -4358491 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4360526.000000 Penalty: 5167.736328
	Iteration 10F: 3 clusters Score -4360526 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4362252.500000 Penalty: 5167.736328
	Iteration 11F: 3 clusters Score -4362252 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4363368.000000 Penalty: 5167.736328
	Iteration 12Q: 3 clusters Score -4363368 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4363953.500000 Penalty: 5167.736328
	Iteration 13Q: 3 clusters Score -4363954 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4364219.000000 Penalty: 5167.736328
	Iteration 14Q: 3 clusters Score -4364219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4364341.500000 Penalty: 5167.736328
	Iteration 15Q: 3 clusters Score -4364342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4364418.500000 Penalty: 5167.736328
	Iteration 16Q: 3 clusters Score -4364418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4364470.500000 Penalty: 5167.736328
	Iteration 17Q: 3 clusters Score -4364470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4364497.000000 Penalty: 5167.736328
	Iteration 18Q: 3 clusters Score -4364497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4364524.000000 Penalty: 5167.736328
	Iteration 19Q: 3 clusters Score -4364524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4364542.500000 Penalty: 5167.736328
	Iteration 20F: 3 clusters Score -4364542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4364555.000000 Penalty: 5167.736328
	Iteration 21Q: 3 clusters Score -4364555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4364567.500000 Penalty: 5167.736328
	Iteration 22Q: 3 clusters Score -4364568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4364569.000000 Penalty: 5167.736328
	Iteration 23Q: 3 clusters Score -4364569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4364568.000000 Penalty: 5167.736328
	Iteration 24Q: 3 clusters Score -4364568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4364571.000000 Penalty: 5167.736328
	Iteration 25Q: 3 clusters Score -4364571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4364575.500000 Penalty: 5167.736328
	Iteration 26Q: 3 clusters Score -4364576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4364575.500000 Penalty: 5167.736328
	Iteration 27Q: 3 clusters Score -4364576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4364575.500000 Penalty: 5167.736328
	Iteration 28F: 3 clusters Score -4364576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 150 members 
Entering Unmasked Estep 
Score: -32073.791016 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32073.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32167.839844 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32167.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32201.783203 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -32201.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32233.707031 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32233.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32260.500000 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32285.601562 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32350.400391 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32356.322266 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32356.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32365.496094 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32373.935547 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32373.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32373.935547 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -32373.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 279 members 
Entering Unmasked Estep 
Score: -66291.796875 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66291.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66495.656250 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66495.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66602.671875 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66602.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66680.343750 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66680.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66762.359375 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66762.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66890.625000 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66890.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67005.734375 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -67005.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67061.851562 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -67061.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67113.039062 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -67113.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67150.921875 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -67150.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67206.062500 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -67206.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67262.640625 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -67262.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67335.187500 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -67335.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67368.953125 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -67368.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67379.453125 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -67379.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67388.726562 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -67388.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67398.039062 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -67398.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67411.257812 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -67411.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67426.710938 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -67426.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67433.093750 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -67433.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67433.093750 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -67433.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50581.085938 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50581.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50729.535156 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50729.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50772.238281 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50772.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50785.433594 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50785.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50795.335938 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50795.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50802.910156 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50802.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50807.433594 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50807.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50807.433594 Penalty: 2986.427490
	Iteration 7F: 3 clusters Score -50807.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 162783 members 
Mstep: Class 3 contains 138770 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 67528 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63841 members 
Mstep: Class 10 contains 193191 members 
Mstep: Class 11 contains 159072 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 170528 members 
Mstep: Class 14 contains 31401 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 178387 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 146839 members 
Mstep: Class 19 contains 33484 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323024.000000 Penalty: 77098.109375
Iteration 199Q: 23 clusters Score -1.80323e+08 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 163002 members 
Mstep: Class 3 contains 138638 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 67018 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63754 members 
Mstep: Class 10 contains 193480 members 
Mstep: Class 11 contains 159285 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 168931 members 
Mstep: Class 14 contains 31435 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 179313 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 147490 members 
Mstep: Class 19 contains 33467 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 200F: 23 clusters Score -1.803239e+08 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 163180 members 
Mstep: Class 3 contains 138412 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 66465 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63666 members 
Mstep: Class 10 contains 193703 members 
Mstep: Class 11 contains 159496 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 167808 members 
Mstep: Class 14 contains 31478 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180042 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 148100 members 
Mstep: Class 19 contains 33450 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323136.000000 Penalty: 77098.109375
Iteration 201Q: 23 clusters Score -1.803231e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 163364 members 
Mstep: Class 3 contains 138274 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 65905 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63574 members 
Mstep: Class 10 contains 193941 members 
Mstep: Class 11 contains 159656 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 166794 members 
Mstep: Class 14 contains 31531 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180668 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 148636 members 
Mstep: Class 19 contains 33449 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323696.000000 Penalty: 77098.109375
Iteration 202Q: 23 clusters Score -1.803237e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 163444 members 
Mstep: Class 3 contains 138241 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 4642 members 
Mstep: Class 6 contains 65339 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63484 members 
Mstep: Class 10 contains 194165 members 
Mstep: Class 11 contains 159803 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 165976 members 
Mstep: Class 14 contains 31590 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181177 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 149110 members 
Mstep: Class 19 contains 33470 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323728.000000 Penalty: 77098.109375
Iteration 203Q: 23 clusters Score -1.803237e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 163549 members 
Mstep: Class 3 contains 138231 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 64824 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63395 members 
Mstep: Class 10 contains 194338 members 
Mstep: Class 11 contains 159892 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 165334 members 
Mstep: Class 14 contains 31654 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181598 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 149516 members 
Mstep: Class 19 contains 33469 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323600.000000 Penalty: 77098.109375
Iteration 204Q: 23 clusters Score -1.803236e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 163667 members 
Mstep: Class 3 contains 138249 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 64354 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63310 members 
Mstep: Class 10 contains 194517 members 
Mstep: Class 11 contains 159978 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 164727 members 
Mstep: Class 14 contains 31715 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181888 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 149913 members 
Mstep: Class 19 contains 33482 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324064.000000 Penalty: 77098.109375
Iteration 205Q: 23 clusters Score -1.803241e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 163732 members 
Mstep: Class 3 contains 138263 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 63923 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63249 members 
Mstep: Class 10 contains 194623 members 
Mstep: Class 11 contains 160083 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 164181 members 
Mstep: Class 14 contains 31756 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182171 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 150295 members 
Mstep: Class 19 contains 33521 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324480.000000 Penalty: 77098.109375
Iteration 206Q: 23 clusters Score -1.803245e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 163773 members 
Mstep: Class 3 contains 138331 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 63499 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63209 members 
Mstep: Class 10 contains 194673 members 
Mstep: Class 11 contains 160155 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 163798 members 
Mstep: Class 14 contains 31785 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182382 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 150644 members 
Mstep: Class 19 contains 33540 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324880.000000 Penalty: 77098.109375
Iteration 207Q: 23 clusters Score -1.803249e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163797 members 
Mstep: Class 3 contains 138387 members 
Mstep: Class 4 contains 7815 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 63028 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63173 members 
Mstep: Class 10 contains 194711 members 
Mstep: Class 11 contains 160216 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163544 members 
Mstep: Class 14 contains 31813 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182554 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 150996 members 
Mstep: Class 19 contains 33561 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324800.000000 Penalty: 77098.109375
Iteration 208Q: 23 clusters Score -1.803248e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163797 members 
Mstep: Class 3 contains 138462 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 62592 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63156 members 
Mstep: Class 10 contains 194730 members 
Mstep: Class 11 contains 160332 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163380 members 
Mstep: Class 14 contains 31835 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182616 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151289 members 
Mstep: Class 19 contains 33577 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325072.000000 Penalty: 77098.109375
Iteration 209Q: 23 clusters Score -1.803251e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163799 members 
Mstep: Class 3 contains 138569 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 62187 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63123 members 
Mstep: Class 10 contains 194741 members 
Mstep: Class 11 contains 160441 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 163328 members 
Mstep: Class 14 contains 31861 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182616 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151503 members 
Mstep: Class 19 contains 33587 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325104.000000 Penalty: 77098.109375
Iteration 210Q: 23 clusters Score -1.803251e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 163795 members 
Mstep: Class 3 contains 138612 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 4647 members 
Mstep: Class 6 contains 61798 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63098 members 
Mstep: Class 10 contains 194758 members 
Mstep: Class 11 contains 160605 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 163388 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182579 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151655 members 
Mstep: Class 19 contains 33599 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325200.000000 Penalty: 77098.109375
Iteration 211Q: 23 clusters Score -1.803252e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163785 members 
Mstep: Class 3 contains 138617 members 
Mstep: Class 4 contains 7818 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 61444 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63094 members 
Mstep: Class 10 contains 194784 members 
Mstep: Class 11 contains 160807 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163455 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182506 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151749 members 
Mstep: Class 19 contains 33618 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324992.000000 Penalty: 77098.109375
Iteration 212Q: 23 clusters Score -1.80325e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163772 members 
Mstep: Class 3 contains 138635 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 61109 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63090 members 
Mstep: Class 10 contains 194804 members 
Mstep: Class 11 contains 160936 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163562 members 
Mstep: Class 14 contains 31945 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182472 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151807 members 
Mstep: Class 19 contains 33633 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 23 clusters Score -1.803254e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163756 members 
Mstep: Class 3 contains 138671 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 60806 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63087 members 
Mstep: Class 10 contains 194829 members 
Mstep: Class 11 contains 161061 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163662 members 
Mstep: Class 14 contains 31960 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182419 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151861 members 
Mstep: Class 19 contains 33652 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 23 clusters Score -1.803256e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163769 members 
Mstep: Class 3 contains 138682 members 
Mstep: Class 4 contains 7815 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 60520 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63079 members 
Mstep: Class 10 contains 194804 members 
Mstep: Class 11 contains 161210 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 163746 members 
Mstep: Class 14 contains 31981 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182390 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151900 members 
Mstep: Class 19 contains 33681 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 23 clusters Score -1.803258e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 163795 members 
Mstep: Class 3 contains 138713 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 60256 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63081 members 
Mstep: Class 10 contains 194756 members 
Mstep: Class 11 contains 161365 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 163817 members 
Mstep: Class 14 contains 32002 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182346 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151925 members 
Mstep: Class 19 contains 33706 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 23 clusters Score -1.803259e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 163824 members 
Mstep: Class 3 contains 138734 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 59997 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63058 members 
Mstep: Class 10 contains 194742 members 
Mstep: Class 11 contains 161488 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 163930 members 
Mstep: Class 14 contains 32027 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182313 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151918 members 
Mstep: Class 19 contains 33724 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 23 clusters Score -1.803256e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 163846 members 
Mstep: Class 3 contains 138728 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 59711 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63052 members 
Mstep: Class 10 contains 194735 members 
Mstep: Class 11 contains 161645 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 164049 members 
Mstep: Class 14 contains 32059 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182272 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151899 members 
Mstep: Class 19 contains 33759 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 23 clusters Score -1.803253e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 163879 members 
Mstep: Class 3 contains 138674 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 59450 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63058 members 
Mstep: Class 10 contains 194736 members 
Mstep: Class 11 contains 161813 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 164173 members 
Mstep: Class 14 contains 32081 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 151888 members 
Mstep: Class 19 contains 33774 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 219Q: 23 clusters Score -1.803255e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 163933 members 
Mstep: Class 3 contains 138642 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 59213 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63065 members 
Mstep: Class 10 contains 194733 members 
Mstep: Class 11 contains 161938 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 164304 members 
Mstep: Class 14 contains 32101 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182185 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151856 members 
Mstep: Class 19 contains 33795 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 220F: 23 clusters Score -1.803252e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 164003 members 
Mstep: Class 3 contains 138629 members 
Mstep: Class 4 contains 7820 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 6 contains 58975 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63077 members 
Mstep: Class 10 contains 194718 members 
Mstep: Class 11 contains 162074 members 
Mstep: Class 12 contains 5177 members 
Mstep: Class 13 contains 164382 members 
Mstep: Class 14 contains 32118 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182129 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151840 members 
Mstep: Class 19 contains 33828 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 221Q: 23 clusters Score -1.803253e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 164078 members 
Mstep: Class 3 contains 138579 members 
Mstep: Class 4 contains 7816 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 58754 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63071 members 
Mstep: Class 10 contains 194712 members 
Mstep: Class 11 contains 162234 members 
Mstep: Class 12 contains 5175 members 
Mstep: Class 13 contains 164485 members 
Mstep: Class 14 contains 32137 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 182060 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151815 members 
Mstep: Class 19 contains 33863 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 23 clusters Score -1.803252e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 164154 members 
Mstep: Class 3 contains 138555 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 58549 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63062 members 
Mstep: Class 10 contains 194683 members 
Mstep: Class 11 contains 162375 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 164591 members 
Mstep: Class 14 contains 32161 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181966 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151799 members 
Mstep: Class 19 contains 33888 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 223Q: 23 clusters Score -1.803252e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164220 members 
Mstep: Class 3 contains 138555 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 58380 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63058 members 
Mstep: Class 10 contains 194661 members 
Mstep: Class 11 contains 162519 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 164653 members 
Mstep: Class 14 contains 32187 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181849 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151785 members 
Mstep: Class 19 contains 33909 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 224Q: 23 clusters Score -1.803257e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164235 members 
Mstep: Class 3 contains 138550 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 58213 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63044 members 
Mstep: Class 10 contains 194661 members 
Mstep: Class 11 contains 162721 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 164687 members 
Mstep: Class 14 contains 32232 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181742 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151765 members 
Mstep: Class 19 contains 33920 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325456.000000 Penalty: 77098.109375
Iteration 225Q: 23 clusters Score -1.803255e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164262 members 
Mstep: Class 3 contains 138506 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 58053 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63037 members 
Mstep: Class 10 contains 194647 members 
Mstep: Class 11 contains 162930 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 164723 members 
Mstep: Class 14 contains 32263 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181656 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151764 members 
Mstep: Class 19 contains 33919 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 23 clusters Score -1.803253e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164282 members 
Mstep: Class 3 contains 138516 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 57917 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63028 members 
Mstep: Class 10 contains 194635 members 
Mstep: Class 11 contains 163107 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 164756 members 
Mstep: Class 14 contains 32279 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181569 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151746 members 
Mstep: Class 19 contains 33916 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 227Q: 23 clusters Score -1.803255e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164270 members 
Mstep: Class 3 contains 138528 members 
Mstep: Class 4 contains 7860 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 57793 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63013 members 
Mstep: Class 10 contains 194606 members 
Mstep: Class 11 contains 163255 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 164826 members 
Mstep: Class 14 contains 32294 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181497 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151745 members 
Mstep: Class 19 contains 33920 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 23 clusters Score -1.803255e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164263 members 
Mstep: Class 3 contains 138489 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 57680 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63013 members 
Mstep: Class 10 contains 194598 members 
Mstep: Class 11 contains 163419 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164850 members 
Mstep: Class 14 contains 32301 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181437 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151766 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325200.000000 Penalty: 77098.109375
Iteration 229Q: 23 clusters Score -1.803252e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164269 members 
Mstep: Class 3 contains 138477 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 57575 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63009 members 
Mstep: Class 10 contains 194576 members 
Mstep: Class 11 contains 163570 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164857 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181363 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151788 members 
Mstep: Class 19 contains 33950 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 230Q: 23 clusters Score -1.803256e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164287 members 
Mstep: Class 3 contains 138442 members 
Mstep: Class 4 contains 7860 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 57490 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63007 members 
Mstep: Class 10 contains 194561 members 
Mstep: Class 11 contains 163709 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 164863 members 
Mstep: Class 14 contains 32333 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181294 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151801 members 
Mstep: Class 19 contains 33965 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 231Q: 23 clusters Score -1.803257e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164302 members 
Mstep: Class 3 contains 138435 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 57401 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63005 members 
Mstep: Class 10 contains 194572 members 
Mstep: Class 11 contains 163839 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 164843 members 
Mstep: Class 14 contains 32338 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181232 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151807 members 
Mstep: Class 19 contains 33976 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 232Q: 23 clusters Score -1.803256e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164309 members 
Mstep: Class 3 contains 138420 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 57305 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62999 members 
Mstep: Class 10 contains 194576 members 
Mstep: Class 11 contains 163954 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 164861 members 
Mstep: Class 14 contains 32352 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181179 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 151798 members 
Mstep: Class 19 contains 33991 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 233Q: 23 clusters Score -1.803258e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164309 members 
Mstep: Class 3 contains 138425 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 4625 members 
Mstep: Class 6 contains 57210 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62993 members 
Mstep: Class 10 contains 194542 members 
Mstep: Class 11 contains 164030 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 164931 members 
Mstep: Class 14 contains 32377 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181134 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 151787 members 
Mstep: Class 19 contains 34010 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 234Q: 23 clusters Score -1.803257e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164298 members 
Mstep: Class 3 contains 138400 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 57133 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62991 members 
Mstep: Class 10 contains 194517 members 
Mstep: Class 11 contains 164107 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 165048 members 
Mstep: Class 14 contains 32391 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181076 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151774 members 
Mstep: Class 19 contains 34011 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 235Q: 23 clusters Score -1.803256e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164279 members 
Mstep: Class 3 contains 138377 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 57044 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62988 members 
Mstep: Class 10 contains 194501 members 
Mstep: Class 11 contains 164212 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 165164 members 
Mstep: Class 14 contains 32409 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 181005 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151763 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 236Q: 23 clusters Score -1.803256e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 164275 members 
Mstep: Class 3 contains 138402 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 56954 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62999 members 
Mstep: Class 10 contains 194463 members 
Mstep: Class 11 contains 164297 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165236 members 
Mstep: Class 14 contains 32434 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180914 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151766 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
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Iteration 237Q: 23 clusters Score -1.803256e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164257 members 
Mstep: Class 3 contains 138418 members 
Mstep: Class 4 contains 7873 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 56881 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63005 members 
Mstep: Class 10 contains 194423 members 
Mstep: Class 11 contains 164382 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165338 members 
Mstep: Class 14 contains 32456 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180845 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151739 members 
Mstep: Class 19 contains 33998 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325760.000000 Penalty: 77098.109375
Iteration 238Q: 23 clusters Score -1.803258e+08 nChanged 1024
Entering ConstructFrom: 
Score: -180325760.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -159716.671875 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -159716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157560.328125 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -157560.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157846.796875 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -157846.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157940.265625 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -157940.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158012.875000 Penalty: 3545.969238
	Iteration 3Q: 3 clusters Score -158012.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158061.421875 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -158061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158080.609375 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -158080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158101.125000 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -158101.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -158117.062500 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -158117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158125.843750 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -158125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158128.812500 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -158128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158132.359375 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -158132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158136.812500 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -158136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158140.671875 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -158140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -158150.000000 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -158150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158156.140625 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -158156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158158.953125 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -158159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158161.687500 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -158161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158164.359375 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -158164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158166.937500 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -158166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158167.906250 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -158167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158168.531250 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -158168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Entering Unmasked Estep 
Score: -22144356.000000 Penalty: 2978.293701
	Iteration 0F: 2 clusters Score -2.214436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -22037706.000000 Penalty: 5956.587402
	Iteration 0F: 3 clusters Score -2.203771e+07 nChanged 78683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -22083316.000000 Penalty: 5956.587402
	Iteration 1F: 3 clusters Score -2.208332e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -22084428.000000 Penalty: 5956.587402
	Iteration 2Q: 3 clusters Score -2.208443e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -22085824.000000 Penalty: 5956.587402
	Iteration 3Q: 3 clusters Score -2.208582e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -22087698.000000 Penalty: 5956.587402
	Iteration 4Q: 3 clusters Score -2.20877e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -22091266.000000 Penalty: 5956.587402
	Iteration 5Q: 3 clusters Score -2.209127e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -22097868.000000 Penalty: 5956.587402
	Iteration 6F: 3 clusters Score -2.209787e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -22107796.000000 Penalty: 5956.587402
	Iteration 7F: 3 clusters Score -2.21078e+07 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -22120438.000000 Penalty: 5956.587402
	Iteration 8F: 3 clusters Score -2.212044e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -22131608.000000 Penalty: 5956.587402
	Iteration 9F: 3 clusters Score -2.213161e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -22138066.000000 Penalty: 5956.587402
	Iteration 10Q: 3 clusters Score -2.213807e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162874 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22140544.000000 Penalty: 5956.587402
	Iteration 11Q: 3 clusters Score -2.214054e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22141268.000000 Penalty: 5956.587402
	Iteration 12Q: 3 clusters Score -2.214127e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22141574.000000 Penalty: 5956.587402
	Iteration 13Q: 3 clusters Score -2.214157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22141658.000000 Penalty: 5956.587402
	Iteration 14Q: 3 clusters Score -2.214166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22141680.000000 Penalty: 5956.587402
	Iteration 15Q: 3 clusters Score -2.214168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164014 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22141712.000000 Penalty: 5956.587402
	Iteration 16Q: 3 clusters Score -2.214171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22141722.000000 Penalty: 5956.587402
	Iteration 17Q: 3 clusters Score -2.214172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22141736.000000 Penalty: 5956.587402
	Iteration 18Q: 3 clusters Score -2.214174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22141742.000000 Penalty: 5956.587402
	Iteration 19Q: 3 clusters Score -2.214174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22141748.000000 Penalty: 5956.587402
	Iteration 20F: 3 clusters Score -2.214175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22141746.000000 Penalty: 5956.587402
	Iteration 21Q: 3 clusters Score -2.214175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22141744.000000 Penalty: 5956.587402
	Iteration 22Q: 3 clusters Score -2.214174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22141748.000000 Penalty: 5956.587402
	Iteration 23Q: 3 clusters Score -2.214175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22141750.000000 Penalty: 5956.587402
	Iteration 24Q: 3 clusters Score -2.214175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22141764.000000 Penalty: 5956.587402
	Iteration 25Q: 3 clusters Score -2.214176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22141762.000000 Penalty: 5956.587402
	Iteration 26Q: 3 clusters Score -2.214176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22141762.000000 Penalty: 5956.587402
	Iteration 27F: 3 clusters Score -2.214176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138435 members 
Entering Unmasked Estep 
Score: -18532744.000000 Penalty: 2935.862549
	Iteration 0F: 2 clusters Score -1.853274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -18440598.000000 Penalty: 5871.725098
	Iteration 0F: 3 clusters Score -1.84406e+07 nChanged 65942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -18478090.000000 Penalty: 5871.725098
	Iteration 1F: 3 clusters Score -1.847809e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -18478818.000000 Penalty: 5871.725098
	Iteration 2Q: 3 clusters Score -1.847882e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -18480132.000000 Penalty: 5871.725098
	Iteration 3Q: 3 clusters Score -1.848013e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -18482016.000000 Penalty: 5871.725098
	Iteration 4Q: 3 clusters Score -1.848202e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -18484952.000000 Penalty: 5871.725098
	Iteration 5Q: 3 clusters Score -1.848495e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -18489228.000000 Penalty: 5871.725098
	Iteration 6Q: 3 clusters Score -1.848923e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -18495144.000000 Penalty: 5871.725098
	Iteration 7F: 3 clusters Score -1.849514e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -18502902.000000 Penalty: 5871.725098
	Iteration 8F: 3 clusters Score -1.85029e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -18510808.000000 Penalty: 5871.725098
	Iteration 9F: 3 clusters Score -1.851081e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122703 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -18518006.000000 Penalty: 5871.725098
	Iteration 10F: 3 clusters Score -1.851801e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -18523202.000000 Penalty: 5871.725098
	Iteration 11Q: 3 clusters Score -1.85232e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -18526440.000000 Penalty: 5871.725098
	Iteration 12Q: 3 clusters Score -1.852644e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -18528236.000000 Penalty: 5871.725098
	Iteration 13Q: 3 clusters Score -1.852824e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -18529072.000000 Penalty: 5871.725098
	Iteration 14Q: 3 clusters Score -1.852907e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137060 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -18529522.000000 Penalty: 5871.725098
	Iteration 15Q: 3 clusters Score -1.852952e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18529758.000000 Penalty: 5871.725098
	Iteration 16Q: 3 clusters Score -1.852976e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -18529912.000000 Penalty: 5871.725098
	Iteration 17Q: 3 clusters Score -1.852991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -18529994.000000 Penalty: 5871.725098
	Iteration 18Q: 3 clusters Score -1.852999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137644 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18530074.000000 Penalty: 5871.725098
	Iteration 19Q: 3 clusters Score -1.853007e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18530106.000000 Penalty: 5871.725098
	Iteration 20F: 3 clusters Score -1.853011e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137728 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18530176.000000 Penalty: 5871.725098
	Iteration 21Q: 3 clusters Score -1.853018e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137760 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18530234.000000 Penalty: 5871.725098
	Iteration 22Q: 3 clusters Score -1.853023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18530276.000000 Penalty: 5871.725098
	Iteration 23Q: 3 clusters Score -1.853028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137801 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18530288.000000 Penalty: 5871.725098
	Iteration 24Q: 3 clusters Score -1.853029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18530298.000000 Penalty: 5871.725098
	Iteration 25Q: 3 clusters Score -1.85303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137835 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18530302.000000 Penalty: 5871.725098
	Iteration 26Q: 3 clusters Score -1.85303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18530300.000000 Penalty: 5871.725098
	Iteration 27Q: 3 clusters Score -1.85303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18530324.000000 Penalty: 5871.725098
	Iteration 28Q: 3 clusters Score -1.853032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -18530318.000000 Penalty: 5871.725098
	Iteration 29Q: 3 clusters Score -1.853032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18530318.000000 Penalty: 5871.725098
	Iteration 30Q: 3 clusters Score -1.853032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -18530308.000000 Penalty: 5871.725098
	Iteration 31Q: 3 clusters Score -1.853031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18530324.000000 Penalty: 5871.725098
	Iteration 32Q: 3 clusters Score -1.853032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137869 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18530336.000000 Penalty: 5871.725098
	Iteration 33Q: 3 clusters Score -1.853034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137869 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18530340.000000 Penalty: 5871.725098
	Iteration 34Q: 3 clusters Score -1.853034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18530340.000000 Penalty: 5871.725098
	Iteration 35Q: 3 clusters Score -1.853034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -18530340.000000 Penalty: 5871.725098
	Iteration 36F: 3 clusters Score -1.853034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -984003.437500 Penalty: 2224.919434
	Iteration 0F: 2 clusters Score -984003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -977635.125000 Penalty: 4449.838867
	Iteration 0F: 3 clusters Score -977635.1 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -979353.812500 Penalty: 4449.838867
	Iteration 1F: 3 clusters Score -979353.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -979639.062500 Penalty: 4449.838867
	Iteration 2F: 3 clusters Score -979639.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -979841.312500 Penalty: 4449.838867
	Iteration 3F: 3 clusters Score -979841.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -980000.062500 Penalty: 4449.838867
	Iteration 4Q: 3 clusters Score -980000.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -980113.875000 Penalty: 4449.838867
	Iteration 5Q: 3 clusters Score -980113.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -980222.250000 Penalty: 4449.838867
	Iteration 6Q: 3 clusters Score -980222.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -980323.812500 Penalty: 4449.838867
	Iteration 7Q: 3 clusters Score -980323.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -980420.250000 Penalty: 4449.838867
	Iteration 8Q: 3 clusters Score -980420.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -980507.687500 Penalty: 4449.838867
	Iteration 9Q: 3 clusters Score -980507.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -980599.187500 Penalty: 4449.838867
	Iteration 10Q: 3 clusters Score -980599.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -980707.250000 Penalty: 4449.838867
	Iteration 11Q: 3 clusters Score -980707.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -980849.750000 Penalty: 4449.838867
	Iteration 12Q: 3 clusters Score -980849.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -980992.250000 Penalty: 4449.838867
	Iteration 13Q: 3 clusters Score -980992.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -981134.000000 Penalty: 4449.838867
	Iteration 14Q: 3 clusters Score -981134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -981253.375000 Penalty: 4449.838867
	Iteration 15Q: 3 clusters Score -981253.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -981346.812500 Penalty: 4449.838867
	Iteration 16Q: 3 clusters Score -981346.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -981450.750000 Penalty: 4449.838867
	Iteration 17Q: 3 clusters Score -981450.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -981558.875000 Penalty: 4449.838867
	Iteration 18Q: 3 clusters Score -981558.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -981637.062500 Penalty: 4449.838867
	Iteration 19Q: 3 clusters Score -981637.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -981701.750000 Penalty: 4449.838867
	Iteration 20F: 3 clusters Score -981701.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -981769.000000 Penalty: 4449.838867
	Iteration 21Q: 3 clusters Score -981769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -981825.625000 Penalty: 4449.838867
	Iteration 22Q: 3 clusters Score -981825.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -981867.187500 Penalty: 4449.838867
	Iteration 23Q: 3 clusters Score -981867.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -981900.437500 Penalty: 4449.838867
	Iteration 24Q: 3 clusters Score -981900.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -981932.500000 Penalty: 4449.838867
	Iteration 25Q: 3 clusters Score -981932.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -981960.937500 Penalty: 4449.838867
	Iteration 26Q: 3 clusters Score -981960.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -981984.500000 Penalty: 4449.838867
	Iteration 27Q: 3 clusters Score -981984.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -982011.812500 Penalty: 4449.838867
	Iteration 28Q: 3 clusters Score -982011.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -982033.250000 Penalty: 4449.838867
	Iteration 29Q: 3 clusters Score -982033.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -982049.750000 Penalty: 4449.838867
	Iteration 30Q: 3 clusters Score -982049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -982060.625000 Penalty: 4449.838867
	Iteration 31Q: 3 clusters Score -982060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -982073.000000 Penalty: 4449.838867
	Iteration 32Q: 3 clusters Score -982073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -982079.375000 Penalty: 4449.838867
	Iteration 33Q: 3 clusters Score -982079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -982088.437500 Penalty: 4449.838867
	Iteration 34Q: 3 clusters Score -982088.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -982092.687500 Penalty: 4449.838867
	Iteration 35Q: 3 clusters Score -982092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -982096.625000 Penalty: 4449.838867
	Iteration 36Q: 3 clusters Score -982096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -982097.187500 Penalty: 4449.838867
	Iteration 37Q: 3 clusters Score -982097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -982097.437500 Penalty: 4449.838867
	Iteration 38Q: 3 clusters Score -982097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -982099.812500 Penalty: 4449.838867
	Iteration 39Q: 3 clusters Score -982099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -982101.000000 Penalty: 4449.838867
	Iteration 40F: 3 clusters Score -982101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -982100.687500 Penalty: 4449.838867
	Iteration 41Q: 3 clusters Score -982100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -982100.687500 Penalty: 4449.838867
	Iteration 42F: 3 clusters Score -982100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -611248.687500 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -611248.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -606975.250000 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -606975.2 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -607929.375000 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -607929.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -608121.000000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -608121 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -608244.062500 Penalty: 4185.000000
	Iteration 3Q: 3 clusters Score -608244.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -608325.375000 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -608325.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -608383.250000 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -608383.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -608426.750000 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -608426.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -608468.187500 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -608468.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -608508.500000 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -608508.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -608546.187500 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -608546.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -608579.500000 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -608579.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -608614.750000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -608614.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -608641.687500 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -608641.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -608667.125000 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -608667.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -608689.937500 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -608689.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -608704.125000 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -608704.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -608728.000000 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -608728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -608750.375000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -608750.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -608768.062500 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -608768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -608782.812500 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -608782.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -608797.062500 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -608797.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -608806.187500 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -608806.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -608814.625000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -608814.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -608822.937500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -608822.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -608829.937500 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -608829.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -608835.562500 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -608835.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -608844.812500 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -608844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -608849.250000 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -608849.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -608854.687500 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -608854.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -608861.812500 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -608861.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -608868.562500 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -608868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -608874.750000 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -608874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -608887.312500 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -608887.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -608894.375000 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -608894.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -608905.437500 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -608905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -608912.187500 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -608912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -608916.812500 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -608916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -608919.062500 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -608919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -608922.312500 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -608922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -608923.562500 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -608923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -608926.375000 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -608926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -608929.250000 Penalty: 4185.000000
	Iteration 41Q: 3 clusters Score -608929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -608932.937500 Penalty: 4185.000000
	Iteration 42Q: 3 clusters Score -608932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -608936.375000 Penalty: 4185.000000
	Iteration 43Q: 3 clusters Score -608936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -608938.687500 Penalty: 4185.000000
	Iteration 44Q: 3 clusters Score -608938.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -608942.375000 Penalty: 4185.000000
	Iteration 45Q: 3 clusters Score -608942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -608944.500000 Penalty: 4185.000000
	Iteration 46Q: 3 clusters Score -608944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -608949.750000 Penalty: 4185.000000
	Iteration 47Q: 3 clusters Score -608949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -608952.500000 Penalty: 4185.000000
	Iteration 48Q: 3 clusters Score -608952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -608957.375000 Penalty: 4185.000000
	Iteration 49Q: 3 clusters Score -608957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -608962.125000 Penalty: 4185.000000
	Iteration 50Q: 3 clusters Score -608962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -608962.875000 Penalty: 4185.000000
	Iteration 51Q: 3 clusters Score -608962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -608962.625000 Penalty: 4185.000000
	Iteration 52Q: 3 clusters Score -608962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -608962.375000 Penalty: 4185.000000
	Iteration 53Q: 3 clusters Score -608962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -608963.375000 Penalty: 4185.000000
	Iteration 54Q: 3 clusters Score -608963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -608963.375000 Penalty: 4185.000000
	Iteration 55F: 3 clusters Score -608963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Entering Unmasked Estep 
Score: -7668870.500000 Penalty: 2714.954590
	Iteration 0F: 2 clusters Score -7668870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7630527.000000 Penalty: 5429.909180
	Iteration 0F: 3 clusters Score -7630527 nChanged 26514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -7645113.500000 Penalty: 5429.909180
	Iteration 1F: 3 clusters Score -7645114 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7645699.500000 Penalty: 5429.909180
	Iteration 2Q: 3 clusters Score -7645700 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7646249.000000 Penalty: 5429.909180
	Iteration 3Q: 3 clusters Score -7646249 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7646870.500000 Penalty: 5429.909180
	Iteration 4Q: 3 clusters Score -7646870 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -7647634.000000 Penalty: 5429.909180
	Iteration 5Q: 3 clusters Score -7647634 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -7648702.000000 Penalty: 5429.909180
	Iteration 6Q: 3 clusters Score -7648702 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7650098.000000 Penalty: 5429.909180
	Iteration 7Q: 3 clusters Score -7650098 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -7652110.000000 Penalty: 5429.909180
	Iteration 8F: 3 clusters Score -7652110 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -7654780.000000 Penalty: 5429.909180
	Iteration 9F: 3 clusters Score -7654780 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -7657678.500000 Penalty: 5429.909180
	Iteration 10F: 3 clusters Score -7657678 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -7660294.500000 Penalty: 5429.909180
	Iteration 11F: 3 clusters Score -7660294 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7662144.000000 Penalty: 5429.909180
	Iteration 12Q: 3 clusters Score -7662144 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -7663340.000000 Penalty: 5429.909180
	Iteration 13Q: 3 clusters Score -7663340 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7664097.000000 Penalty: 5429.909180
	Iteration 14Q: 3 clusters Score -7664097 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7664630.000000 Penalty: 5429.909180
	Iteration 15Q: 3 clusters Score -7664630 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7665025.000000 Penalty: 5429.909180
	Iteration 16Q: 3 clusters Score -7665025 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7665288.500000 Penalty: 5429.909180
	Iteration 17Q: 3 clusters Score -7665288 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7665537.000000 Penalty: 5429.909180
	Iteration 18Q: 3 clusters Score -7665537 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7665726.000000 Penalty: 5429.909180
	Iteration 19Q: 3 clusters Score -7665726 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7665912.000000 Penalty: 5429.909180
	Iteration 20F: 3 clusters Score -7665912 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7666041.000000 Penalty: 5429.909180
	Iteration 21Q: 3 clusters Score -7666041 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7666166.500000 Penalty: 5429.909180
	Iteration 22Q: 3 clusters Score -7666166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7666244.500000 Penalty: 5429.909180
	Iteration 23Q: 3 clusters Score -7666244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7666301.500000 Penalty: 5429.909180
	Iteration 24Q: 3 clusters Score -7666302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7666348.000000 Penalty: 5429.909180
	Iteration 25Q: 3 clusters Score -7666348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7666374.000000 Penalty: 5429.909180
	Iteration 26Q: 3 clusters Score -7666374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7666392.000000 Penalty: 5429.909180
	Iteration 27Q: 3 clusters Score -7666392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7666424.500000 Penalty: 5429.909180
	Iteration 28Q: 3 clusters Score -7666424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7666434.000000 Penalty: 5429.909180
	Iteration 29Q: 3 clusters Score -7666434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7666445.500000 Penalty: 5429.909180
	Iteration 30Q: 3 clusters Score -7666446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7666451.000000 Penalty: 5429.909180
	Iteration 31Q: 3 clusters Score -7666451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7666460.500000 Penalty: 5429.909180
	Iteration 32Q: 3 clusters Score -7666460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7666472.500000 Penalty: 5429.909180
	Iteration 33Q: 3 clusters Score -7666472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7666482.500000 Penalty: 5429.909180
	Iteration 34Q: 3 clusters Score -7666482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7666484.000000 Penalty: 5429.909180
	Iteration 35Q: 3 clusters Score -7666484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7666492.500000 Penalty: 5429.909180
	Iteration 36Q: 3 clusters Score -7666492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7666510.500000 Penalty: 5429.909180
	Iteration 37Q: 3 clusters Score -7666510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7666524.000000 Penalty: 5429.909180
	Iteration 38Q: 3 clusters Score -7666524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7666540.500000 Penalty: 5429.909180
	Iteration 39Q: 3 clusters Score -7666540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7666541.000000 Penalty: 5429.909180
	Iteration 40F: 3 clusters Score -7666541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7666542.500000 Penalty: 5429.909180
	Iteration 41Q: 3 clusters Score -7666542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7666548.000000 Penalty: 5429.909180
	Iteration 42Q: 3 clusters Score -7666548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7666553.500000 Penalty: 5429.909180
	Iteration 43Q: 3 clusters Score -7666554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7666548.000000 Penalty: 5429.909180
	Iteration 44Q: 3 clusters Score -7666548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7666555.000000 Penalty: 5429.909180
	Iteration 45Q: 3 clusters Score -7666555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7666554.500000 Penalty: 5429.909180
	Iteration 46Q: 3 clusters Score -7666554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7666561.500000 Penalty: 5429.909180
	Iteration 47Q: 3 clusters Score -7666562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7666561.000000 Penalty: 5429.909180
	Iteration 48Q: 3 clusters Score -7666561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7666564.000000 Penalty: 5429.909180
	Iteration 49Q: 3 clusters Score -7666564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7666560.500000 Penalty: 5429.909180
	Iteration 50Q: 3 clusters Score -7666560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7666565.000000 Penalty: 5429.909180
	Iteration 51Q: 3 clusters Score -7666565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7666565.000000 Penalty: 5429.909180
	Iteration 52F: 3 clusters Score -7666565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351297.656250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -351297.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -348284.656250 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -348284.7 nChanged 903
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: -348900.375000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -348900.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -349042.718750 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -349042.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -349111.062500 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -349111.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349156.875000 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -349156.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349187.968750 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -349188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -349214.406250 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -349214.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -349243.906250 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -349243.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -349279.437500 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -349279.4 nChanged 42
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: -349310.781250 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -349310.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -349347.250000 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -349347.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -349378.812500 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -349378.8 nChanged 49
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: -349411.375000 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -349411.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -349433.406250 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -349433.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -349455.375000 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -349455.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -349479.718750 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -349479.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -349496.375000 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -349496.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -349513.343750 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -349513.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -349528.125000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -349528.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -349544.375000 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -349544.4 nChanged 15
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: -349552.781250 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -349552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -349558.812500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -349558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -349564.062500 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -349564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -349564.687500 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -349564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -349565.281250 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -349565.3 nChanged 1
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: -349566.125000 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -349566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -349566.906250 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -349566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -349566.906250 Penalty: 3907.188965
	Iteration 27F: 3 clusters Score -349566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 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 241 members 
Entering Unmasked Estep 
Score: -58519.753906 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58519.75 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58899.402344 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58899.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59202.363281 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -59202.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59422.636719 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -59422.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59580.238281 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -59580.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59625.503906 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59646.890625 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59646.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59646.890625 Penalty: 3073.436279
	Iteration 7F: 3 clusters Score -59646.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Entering Unmasked Estep 
Score: -8213326.000000 Penalty: 2740.691650
	Iteration 0F: 2 clusters Score -8213326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -8171153.000000 Penalty: 5481.383301
	Iteration 0F: 3 clusters Score -8171153 nChanged 29393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -8187262.500000 Penalty: 5481.383301
	Iteration 1F: 3 clusters Score -8187262 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -8187953.000000 Penalty: 5481.383301
	Iteration 2Q: 3 clusters Score -8187953 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -8188629.500000 Penalty: 5481.383301
	Iteration 3Q: 3 clusters Score -8188630 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -8189349.000000 Penalty: 5481.383301
	Iteration 4Q: 3 clusters Score -8189349 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -8190140.500000 Penalty: 5481.383301
	Iteration 5Q: 3 clusters Score -8190140 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -8191054.000000 Penalty: 5481.383301
	Iteration 6Q: 3 clusters Score -8191054 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8192268.000000 Penalty: 5481.383301
	Iteration 7Q: 3 clusters Score -8192268 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8193796.000000 Penalty: 5481.383301
	Iteration 8F: 3 clusters Score -8193796 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8195759.000000 Penalty: 5481.383301
	Iteration 9F: 3 clusters Score -8195759 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -8198354.500000 Penalty: 5481.383301
	Iteration 10F: 3 clusters Score -8198354 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8201549.500000 Penalty: 5481.383301
	Iteration 11F: 3 clusters Score -8201550 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -8204860.000000 Penalty: 5481.383301
	Iteration 12F: 3 clusters Score -8204860 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8207422.500000 Penalty: 5481.383301
	Iteration 13Q: 3 clusters Score -8207422 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8209058.000000 Penalty: 5481.383301
	Iteration 14Q: 3 clusters Score -8209058 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8209896.500000 Penalty: 5481.383301
	Iteration 15Q: 3 clusters Score -8209896 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8210400.000000 Penalty: 5481.383301
	Iteration 16Q: 3 clusters Score -8210400 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8210627.000000 Penalty: 5481.383301
	Iteration 17Q: 3 clusters Score -8210627 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8210786.000000 Penalty: 5481.383301
	Iteration 18Q: 3 clusters Score -8210786 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8210859.500000 Penalty: 5481.383301
	Iteration 19Q: 3 clusters Score -8210860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8210932.500000 Penalty: 5481.383301
	Iteration 20F: 3 clusters Score -8210932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8210979.000000 Penalty: 5481.383301
	Iteration 21Q: 3 clusters Score -8210979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8211023.000000 Penalty: 5481.383301
	Iteration 22Q: 3 clusters Score -8211023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8211055.000000 Penalty: 5481.383301
	Iteration 23Q: 3 clusters Score -8211055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8211081.500000 Penalty: 5481.383301
	Iteration 24Q: 3 clusters Score -8211082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8211114.500000 Penalty: 5481.383301
	Iteration 25Q: 3 clusters Score -8211114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8211121.500000 Penalty: 5481.383301
	Iteration 26Q: 3 clusters Score -8211122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8211130.000000 Penalty: 5481.383301
	Iteration 27Q: 3 clusters Score -8211130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8211128.000000 Penalty: 5481.383301
	Iteration 28Q: 3 clusters Score -8211128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8211134.500000 Penalty: 5481.383301
	Iteration 29Q: 3 clusters Score -8211134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8211133.000000 Penalty: 5481.383301
	Iteration 30Q: 3 clusters Score -8211133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8211130.500000 Penalty: 5481.383301
	Iteration 31Q: 3 clusters Score -8211130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8211136.000000 Penalty: 5481.383301
	Iteration 32Q: 3 clusters Score -8211136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8211137.500000 Penalty: 5481.383301
	Iteration 33Q: 3 clusters Score -8211138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8211138.000000 Penalty: 5481.383301
	Iteration 34Q: 3 clusters Score -8211138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8211137.500000 Penalty: 5481.383301
	Iteration 35Q: 3 clusters Score -8211138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8211140.000000 Penalty: 5481.383301
	Iteration 36Q: 3 clusters Score -8211140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8211138.500000 Penalty: 5481.383301
	Iteration 37Q: 3 clusters Score -8211138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8211147.000000 Penalty: 5481.383301
	Iteration 38Q: 3 clusters Score -8211147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8211150.500000 Penalty: 5481.383301
	Iteration 39Q: 3 clusters Score -8211150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8211164.500000 Penalty: 5481.383301
	Iteration 40F: 3 clusters Score -8211164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8211169.000000 Penalty: 5481.383301
	Iteration 41Q: 3 clusters Score -8211169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8211168.000000 Penalty: 5481.383301
	Iteration 42Q: 3 clusters Score -8211168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8211171.000000 Penalty: 5481.383301
	Iteration 43Q: 3 clusters Score -8211171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8211169.000000 Penalty: 5481.383301
	Iteration 44Q: 3 clusters Score -8211169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8211172.500000 Penalty: 5481.383301
	Iteration 45Q: 3 clusters Score -8211172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8211166.500000 Penalty: 5481.383301
	Iteration 46Q: 3 clusters Score -8211166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8211164.500000 Penalty: 5481.383301
	Iteration 47Q: 3 clusters Score -8211164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8211165.000000 Penalty: 5481.383301
	Iteration 48Q: 3 clusters Score -8211165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8211165.500000 Penalty: 5481.383301
	Iteration 49Q: 3 clusters Score -8211166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8211170.500000 Penalty: 5481.383301
	Iteration 50Q: 3 clusters Score -8211170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8211168.500000 Penalty: 5481.383301
	Iteration 51Q: 3 clusters Score -8211168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8211168.500000 Penalty: 5481.383301
	Iteration 52F: 3 clusters Score -8211168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (194395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194395 members 
Entering Unmasked Estep 
Score: -26235500.000000 Penalty: 3020.056641
	Iteration 0F: 2 clusters Score -2.62355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -26125550.000000 Penalty: 6040.113281
	Iteration 0F: 3 clusters Score -2.612555e+07 nChanged 93457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -26180580.000000 Penalty: 6040.113281
	Iteration 1F: 3 clusters Score -2.618058e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -26181682.000000 Penalty: 6040.113281
	Iteration 2Q: 3 clusters Score -2.618168e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -26183102.000000 Penalty: 6040.113281
	Iteration 3Q: 3 clusters Score -2.61831e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -26185346.000000 Penalty: 6040.113281
	Iteration 4Q: 3 clusters Score -2.618535e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 112797 members 
Entering Unmasked Estep 
Score: -26188378.000000 Penalty: 6040.113281
	Iteration 5Q: 3 clusters Score -2.618838e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -26193280.000000 Penalty: 6040.113281
	Iteration 6F: 3 clusters Score -2.619328e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -26200306.000000 Penalty: 6040.113281
	Iteration 7F: 3 clusters Score -2.620031e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -26209400.000000 Penalty: 6040.113281
	Iteration 8F: 3 clusters Score -2.62094e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -26218928.000000 Penalty: 6040.113281
	Iteration 9F: 3 clusters Score -2.621893e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -26225630.000000 Penalty: 6040.113281
	Iteration 10F: 3 clusters Score -2.622563e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 175708 members 
Entering Unmasked Estep 
Score: -26230322.000000 Penalty: 6040.113281
	Iteration 11Q: 3 clusters Score -2.623032e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 182043 members 
Entering Unmasked Estep 
Score: -26232142.000000 Penalty: 6040.113281
	Iteration 12Q: 3 clusters Score -2.623214e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -26232764.000000 Penalty: 6040.113281
	Iteration 13Q: 3 clusters Score -2.623276e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 189186 members 
Entering Unmasked Estep 
Score: -26233066.000000 Penalty: 6040.113281
	Iteration 14Q: 3 clusters Score -2.623307e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 191026 members 
Entering Unmasked Estep 
Score: -26233084.000000 Penalty: 6040.113281
	Iteration 15Q: 3 clusters Score -2.623308e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 192216 members 
Entering Unmasked Estep 
Score: -26233092.000000 Penalty: 6040.113281
	Iteration 16Q: 3 clusters Score -2.623309e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 192917 members 
Entering Unmasked Estep 
Score: -26233130.000000 Penalty: 6040.113281
	Iteration 17Q: 3 clusters Score -2.623313e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 193341 members 
Entering Unmasked Estep 
Score: -26233166.000000 Penalty: 6040.113281
	Iteration 18Q: 3 clusters Score -2.623317e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 193556 members 
Entering Unmasked Estep 
Score: -26233160.000000 Penalty: 6040.113281
	Iteration 19Q: 3 clusters Score -2.623316e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -26233150.000000 Penalty: 6040.113281
	Iteration 20F: 3 clusters Score -2.623315e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -26233152.000000 Penalty: 6040.113281
	Iteration 21Q: 3 clusters Score -2.623315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 193781 members 
Entering Unmasked Estep 
Score: -26233146.000000 Penalty: 6040.113281
	Iteration 22Q: 3 clusters Score -2.623315e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 193813 members 
Entering Unmasked Estep 
Score: -26233188.000000 Penalty: 6040.113281
	Iteration 23Q: 3 clusters Score -2.623319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 193839 members 
Entering Unmasked Estep 
Score: -26233174.000000 Penalty: 6040.113281
	Iteration 24Q: 3 clusters Score -2.623317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 193855 members 
Entering Unmasked Estep 
Score: -26233206.000000 Penalty: 6040.113281
	Iteration 25Q: 3 clusters Score -2.623321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 193862 members 
Entering Unmasked Estep 
Score: -26233220.000000 Penalty: 6040.113281
	Iteration 26Q: 3 clusters Score -2.623322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 193871 members 
Entering Unmasked Estep 
Score: -26233210.000000 Penalty: 6040.113281
	Iteration 27Q: 3 clusters Score -2.623321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 193877 members 
Entering Unmasked Estep 
Score: -26233210.000000 Penalty: 6040.113281
	Iteration 28Q: 3 clusters Score -2.623321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 193886 members 
Entering Unmasked Estep 
Score: -26233216.000000 Penalty: 6040.113281
	Iteration 29Q: 3 clusters Score -2.623322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 193893 members 
Entering Unmasked Estep 
Score: -26233222.000000 Penalty: 6040.113281
	Iteration 30Q: 3 clusters Score -2.623322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 193896 members 
Entering Unmasked Estep 
Score: -26233214.000000 Penalty: 6040.113281
	Iteration 31Q: 3 clusters Score -2.623321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 193899 members 
Entering Unmasked Estep 
Score: -26233222.000000 Penalty: 6040.113281
	Iteration 32Q: 3 clusters Score -2.623322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 193902 members 
Entering Unmasked Estep 
Score: -26233238.000000 Penalty: 6040.113281
	Iteration 33Q: 3 clusters Score -2.623324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 193906 members 
Entering Unmasked Estep 
Score: -26233222.000000 Penalty: 6040.113281
	Iteration 34Q: 3 clusters Score -2.623322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 193908 members 
Entering Unmasked Estep 
Score: -26233246.000000 Penalty: 6040.113281
	Iteration 35Q: 3 clusters Score -2.623325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -26233236.000000 Penalty: 6040.113281
	Iteration 36Q: 3 clusters Score -2.623324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -26233238.000000 Penalty: 6040.113281
	Iteration 37Q: 3 clusters Score -2.623324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 193911 members 
Entering Unmasked Estep 
Score: -26233242.000000 Penalty: 6040.113281
	Iteration 38Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 193912 members 
Entering Unmasked Estep 
Score: -26233248.000000 Penalty: 6040.113281
	Iteration 39Q: 3 clusters Score -2.623325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 193914 members 
Entering Unmasked Estep 
Score: -26233244.000000 Penalty: 6040.113281
	Iteration 40F: 3 clusters Score -2.623324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -26233242.000000 Penalty: 6040.113281
	Iteration 41Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 193917 members 
Entering Unmasked Estep 
Score: -26233238.000000 Penalty: 6040.113281
	Iteration 42Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -26233238.000000 Penalty: 6040.113281
	Iteration 43Q: 3 clusters Score -2.623324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -26233244.000000 Penalty: 6040.113281
	Iteration 44Q: 3 clusters Score -2.623324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 193922 members 
Entering Unmasked Estep 
Score: -26233240.000000 Penalty: 6040.113281
	Iteration 45Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 193923 members 
Entering Unmasked Estep 
Score: -26233240.000000 Penalty: 6040.113281
	Iteration 46Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193924 members 
Entering Unmasked Estep 
Score: -26233244.000000 Penalty: 6040.113281
	Iteration 47Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 193925 members 
Entering Unmasked Estep 
Score: -26233240.000000 Penalty: 6040.113281
	Iteration 48Q: 3 clusters Score -2.623324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193924 members 
Entering Unmasked Estep 
Score: -26233242.000000 Penalty: 6040.113281
	Iteration 49Q: 3 clusters Score -2.623324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193924 members 
Entering Unmasked Estep 
Score: -26233242.000000 Penalty: 6040.113281
	Iteration 50F: 3 clusters Score -2.623324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Entering Unmasked Estep 
Score: -22019126.000000 Penalty: 2978.610352
	Iteration 0F: 2 clusters Score -2.201913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -21911808.000000 Penalty: 5957.220703
	Iteration 0F: 3 clusters Score -2.191181e+07 nChanged 78475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -21956998.000000 Penalty: 5957.220703
	Iteration 1F: 3 clusters Score -2.1957e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -21957852.000000 Penalty: 5957.220703
	Iteration 2Q: 3 clusters Score -2.195785e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -21958782.000000 Penalty: 5957.220703
	Iteration 3Q: 3 clusters Score -2.195878e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -21960100.000000 Penalty: 5957.220703
	Iteration 4Q: 3 clusters Score -2.19601e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -21962224.000000 Penalty: 5957.220703
	Iteration 5Q: 3 clusters Score -2.196222e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108106 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -21966666.000000 Penalty: 5957.220703
	Iteration 6F: 3 clusters Score -2.196667e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -21974834.000000 Penalty: 5957.220703
	Iteration 7F: 3 clusters Score -2.197483e+07 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135014 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -21988094.000000 Penalty: 5957.220703
	Iteration 8F: 3 clusters Score -2.198809e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -22003340.000000 Penalty: 5957.220703
	Iteration 9F: 3 clusters Score -2.200334e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -22012232.000000 Penalty: 5957.220703
	Iteration 10F: 3 clusters Score -2.201223e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22015208.000000 Penalty: 5957.220703
	Iteration 11Q: 3 clusters Score -2.201521e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164069 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22016032.000000 Penalty: 5957.220703
	Iteration 12Q: 3 clusters Score -2.201603e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22016250.000000 Penalty: 5957.220703
	Iteration 13Q: 3 clusters Score -2.201625e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22016314.000000 Penalty: 5957.220703
	Iteration 14Q: 3 clusters Score -2.201631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22016322.000000 Penalty: 5957.220703
	Iteration 15Q: 3 clusters Score -2.201632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22016368.000000 Penalty: 5957.220703
	Iteration 16Q: 3 clusters Score -2.201637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22016390.000000 Penalty: 5957.220703
	Iteration 17Q: 3 clusters Score -2.201639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22016378.000000 Penalty: 5957.220703
	Iteration 18Q: 3 clusters Score -2.201638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22016408.000000 Penalty: 5957.220703
	Iteration 19Q: 3 clusters Score -2.201641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164284 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22016404.000000 Penalty: 5957.220703
	Iteration 20F: 3 clusters Score -2.20164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164284 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22016412.000000 Penalty: 5957.220703
	Iteration 21Q: 3 clusters Score -2.201641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22016422.000000 Penalty: 5957.220703
	Iteration 22Q: 3 clusters Score -2.201642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22016422.000000 Penalty: 5957.220703
	Iteration 23F: 3 clusters Score -2.201642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -658976.812500 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -658976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -654332.000000 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -654332 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655402.625000 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -655402.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -655647.437500 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -655647.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -655845.812500 Penalty: 4240.439453
	Iteration 3F: 3 clusters Score -655845.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -656067.500000 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -656067.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -656259.875000 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -656259.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -656450.562500 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -656450.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -656630.250000 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -656630.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -656814.062500 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -656814.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -656957.562500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -656957.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -657082.062500 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -657082.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -657187.625000 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -657187.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -657266.875000 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -657266.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -657343.250000 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -657343.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -657402.812500 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -657402.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -657434.937500 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -657434.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -657461.750000 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -657461.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -657476.312500 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -657476.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -657496.500000 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -657496.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -657515.750000 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -657515.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -657533.500000 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -657533.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -657543.625000 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -657543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -657550.187500 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -657550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -657557.312500 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -657557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -657562.375000 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -657562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -657565.187500 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -657565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -657566.687500 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -657566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -657569.000000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -657569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -657570.750000 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -657570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -657574.187500 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -657574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -657577.750000 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -657577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -657580.750000 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -657580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -657581.937500 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -657581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -657583.375000 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -657583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -657584.125000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -657584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -657585.625000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -657585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -657586.312500 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -657586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -657587.687500 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -657587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -657587.687500 Penalty: 4240.439453
	Iteration 38F: 3 clusters Score -657587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Entering Unmasked Estep 
Score: -22385750.000000 Penalty: 2979.963623
	Iteration 0F: 2 clusters Score -2.238575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -22279636.000000 Penalty: 5959.927246
	Iteration 0F: 3 clusters Score -2.227964e+07 nChanged 79295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -22325564.000000 Penalty: 5959.927246
	Iteration 1F: 3 clusters Score -2.232556e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -22326556.000000 Penalty: 5959.927246
	Iteration 2Q: 3 clusters Score -2.232656e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -22327682.000000 Penalty: 5959.927246
	Iteration 3Q: 3 clusters Score -2.232768e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -22329320.000000 Penalty: 5959.927246
	Iteration 4Q: 3 clusters Score -2.232932e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -22331662.000000 Penalty: 5959.927246
	Iteration 5Q: 3 clusters Score -2.233166e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -22335394.000000 Penalty: 5959.927246
	Iteration 6Q: 3 clusters Score -2.233539e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -22341076.000000 Penalty: 5959.927246
	Iteration 7F: 3 clusters Score -2.234108e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -22349562.000000 Penalty: 5959.927246
	Iteration 8F: 3 clusters Score -2.234956e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -22359710.000000 Penalty: 5959.927246
	Iteration 9F: 3 clusters Score -2.235971e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -22368384.000000 Penalty: 5959.927246
	Iteration 10F: 3 clusters Score -2.236838e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -22372804.000000 Penalty: 5959.927246
	Iteration 11Q: 3 clusters Score -2.23728e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133977 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -22374450.000000 Penalty: 5959.927246
	Iteration 12Q: 3 clusters Score -2.237445e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135114 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -22375488.000000 Penalty: 5959.927246
	Iteration 13Q: 3 clusters Score -2.237549e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -22376094.000000 Penalty: 5959.927246
	Iteration 14Q: 3 clusters Score -2.237609e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -22376738.000000 Penalty: 5959.927246
	Iteration 15Q: 3 clusters Score -2.237674e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -22377482.000000 Penalty: 5959.927246
	Iteration 16Q: 3 clusters Score -2.237748e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -22377968.000000 Penalty: 5959.927246
	Iteration 17Q: 3 clusters Score -2.237797e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140587 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -22378490.000000 Penalty: 5959.927246
	Iteration 18Q: 3 clusters Score -2.237849e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -22379032.000000 Penalty: 5959.927246
	Iteration 19Q: 3 clusters Score -2.237903e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -22379456.000000 Penalty: 5959.927246
	Iteration 20F: 3 clusters Score -2.237946e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -22379826.000000 Penalty: 5959.927246
	Iteration 21Q: 3 clusters Score -2.237983e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -22380300.000000 Penalty: 5959.927246
	Iteration 22Q: 3 clusters Score -2.23803e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -22380862.000000 Penalty: 5959.927246
	Iteration 23Q: 3 clusters Score -2.238086e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -22381202.000000 Penalty: 5959.927246
	Iteration 24Q: 3 clusters Score -2.23812e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -22381638.000000 Penalty: 5959.927246
	Iteration 25Q: 3 clusters Score -2.238164e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -22381884.000000 Penalty: 5959.927246
	Iteration 26Q: 3 clusters Score -2.238188e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -22382096.000000 Penalty: 5959.927246
	Iteration 27Q: 3 clusters Score -2.23821e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -22382296.000000 Penalty: 5959.927246
	Iteration 28Q: 3 clusters Score -2.23823e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -22382492.000000 Penalty: 5959.927246
	Iteration 29Q: 3 clusters Score -2.238249e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -22382732.000000 Penalty: 5959.927246
	Iteration 30Q: 3 clusters Score -2.238273e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156891 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -22382930.000000 Penalty: 5959.927246
	Iteration 31Q: 3 clusters Score -2.238293e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -22383012.000000 Penalty: 5959.927246
	Iteration 32Q: 3 clusters Score -2.238301e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -22383102.000000 Penalty: 5959.927246
	Iteration 33Q: 3 clusters Score -2.23831e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -22383122.000000 Penalty: 5959.927246
	Iteration 34Q: 3 clusters Score -2.238312e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -22383308.000000 Penalty: 5959.927246
	Iteration 35Q: 3 clusters Score -2.238331e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -22383346.000000 Penalty: 5959.927246
	Iteration 36Q: 3 clusters Score -2.238335e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -22383470.000000 Penalty: 5959.927246
	Iteration 37Q: 3 clusters Score -2.238347e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22383576.000000 Penalty: 5959.927246
	Iteration 38Q: 3 clusters Score -2.238358e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -22383612.000000 Penalty: 5959.927246
	Iteration 39Q: 3 clusters Score -2.238361e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162218 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22383580.000000 Penalty: 5959.927246
	Iteration 40F: 3 clusters Score -2.238358e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22383634.000000 Penalty: 5959.927246
	Iteration 41Q: 3 clusters Score -2.238363e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22383634.000000 Penalty: 5959.927246
	Iteration 42Q: 3 clusters Score -2.238363e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162836 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -22383618.000000 Penalty: 5959.927246
	Iteration 43Q: 3 clusters Score -2.238362e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -22383588.000000 Penalty: 5959.927246
	Iteration 44Q: 3 clusters Score -2.238359e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -22383604.000000 Penalty: 5959.927246
	Iteration 45Q: 3 clusters Score -2.23836e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22383638.000000 Penalty: 5959.927246
	Iteration 46Q: 3 clusters Score -2.238364e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22383634.000000 Penalty: 5959.927246
	Iteration 47Q: 3 clusters Score -2.238363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22383672.000000 Penalty: 5959.927246
	Iteration 48Q: 3 clusters Score -2.238367e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -22383684.000000 Penalty: 5959.927246
	Iteration 49Q: 3 clusters Score -2.238368e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22383700.000000 Penalty: 5959.927246
	Iteration 50Q: 3 clusters Score -2.23837e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163517 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -22383720.000000 Penalty: 5959.927246
	Iteration 51Q: 3 clusters Score -2.238372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22383716.000000 Penalty: 5959.927246
	Iteration 52Q: 3 clusters Score -2.238372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22383730.000000 Penalty: 5959.927246
	Iteration 53Q: 3 clusters Score -2.238373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22383748.000000 Penalty: 5959.927246
	Iteration 54Q: 3 clusters Score -2.238375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22383756.000000 Penalty: 5959.927246
	Iteration 55Q: 3 clusters Score -2.238376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22383780.000000 Penalty: 5959.927246
	Iteration 56Q: 3 clusters Score -2.238378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22383770.000000 Penalty: 5959.927246
	Iteration 57Q: 3 clusters Score -2.238377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22383742.000000 Penalty: 5959.927246
	Iteration 58Q: 3 clusters Score -2.238374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -22383762.000000 Penalty: 5959.927246
	Iteration 59Q: 3 clusters Score -2.238376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22383746.000000 Penalty: 5959.927246
	Iteration 60F: 3 clusters Score -2.238375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22383744.000000 Penalty: 5959.927246
	Iteration 61Q: 3 clusters Score -2.238374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22383738.000000 Penalty: 5959.927246
	Iteration 62Q: 3 clusters Score -2.238374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22383738.000000 Penalty: 5959.927246
	Iteration 63Q: 3 clusters Score -2.238374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22383722.000000 Penalty: 5959.927246
	Iteration 64Q: 3 clusters Score -2.238372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22383740.000000 Penalty: 5959.927246
	Iteration 65Q: 3 clusters Score -2.238374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22383744.000000 Penalty: 5959.927246
	Iteration 66Q: 3 clusters Score -2.238374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -22383744.000000 Penalty: 5959.927246
	Iteration 67Q: 3 clusters Score -2.238374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22383736.000000 Penalty: 5959.927246
	Iteration 68Q: 3 clusters Score -2.238374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22383742.000000 Penalty: 5959.927246
	Iteration 69Q: 3 clusters Score -2.238374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22383744.000000 Penalty: 5959.927246
	Iteration 70Q: 3 clusters Score -2.238374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163898 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22383736.000000 Penalty: 5959.927246
	Iteration 71Q: 3 clusters Score -2.238374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22383734.000000 Penalty: 5959.927246
	Iteration 72Q: 3 clusters Score -2.238373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22383736.000000 Penalty: 5959.927246
	Iteration 73Q: 3 clusters Score -2.238374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22383742.000000 Penalty: 5959.927246
	Iteration 74Q: 3 clusters Score -2.238374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22383744.000000 Penalty: 5959.927246
	Iteration 75Q: 3 clusters Score -2.238374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22383736.000000 Penalty: 5959.927246
	Iteration 76Q: 3 clusters Score -2.238374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22383722.000000 Penalty: 5959.927246
	Iteration 77Q: 3 clusters Score -2.238372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22383724.000000 Penalty: 5959.927246
	Iteration 78Q: 3 clusters Score -2.238372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22383724.000000 Penalty: 5959.927246
	Iteration 79F: 3 clusters Score -2.238372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Entering Unmasked Estep 
Score: -4421677.500000 Penalty: 2576.272461
	Iteration 0F: 2 clusters Score -4421678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4399511.500000 Penalty: 5152.544922
	Iteration 0F: 3 clusters Score -4399512 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4407548.000000 Penalty: 5152.544922
	Iteration 1F: 3 clusters Score -4407548 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4408110.500000 Penalty: 5152.544922
	Iteration 2Q: 3 clusters Score -4408110 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -4408741.500000 Penalty: 5152.544922
	Iteration 3Q: 3 clusters Score -4408742 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4409594.000000 Penalty: 5152.544922
	Iteration 4F: 3 clusters Score -4409594 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4410780.500000 Penalty: 5152.544922
	Iteration 5F: 3 clusters Score -4410780 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4412574.500000 Penalty: 5152.544922
	Iteration 6F: 3 clusters Score -4412574 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4414864.000000 Penalty: 5152.544922
	Iteration 7F: 3 clusters Score -4414864 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4416978.500000 Penalty: 5152.544922
	Iteration 8F: 3 clusters Score -4416978 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4418311.000000 Penalty: 5152.544922
	Iteration 9Q: 3 clusters Score -4418311 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4418925.000000 Penalty: 5152.544922
	Iteration 10Q: 3 clusters Score -4418925 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4419165.000000 Penalty: 5152.544922
	Iteration 11Q: 3 clusters Score -4419165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4419272.500000 Penalty: 5152.544922
	Iteration 12Q: 3 clusters Score -4419272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4419341.500000 Penalty: 5152.544922
	Iteration 13Q: 3 clusters Score -4419342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4419368.000000 Penalty: 5152.544922
	Iteration 14Q: 3 clusters Score -4419368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4419388.500000 Penalty: 5152.544922
	Iteration 15Q: 3 clusters Score -4419388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4419400.000000 Penalty: 5152.544922
	Iteration 16Q: 3 clusters Score -4419400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4419404.000000 Penalty: 5152.544922
	Iteration 17Q: 3 clusters Score -4419404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4419408.000000 Penalty: 5152.544922
	Iteration 18Q: 3 clusters Score -4419408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4419408.000000 Penalty: 5152.544922
	Iteration 19F: 3 clusters Score -4419408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 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 195 members 
Entering Unmasked Estep 
Score: -43164.601562 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43164.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43367.171875 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43367.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43469.050781 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43469.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43518.042969 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43518.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43533.500000 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43578.945312 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43578.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43629.351562 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43629.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43664.800781 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43685.984375 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -43685.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43695.851562 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -43695.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43706.562500 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -43706.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43709.101562 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -43709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43712.273438 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -43712.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43713.804688 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -43713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43713.804688 Penalty: 2957.935303
	Iteration 14F: 3 clusters Score -43713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180766 members 
Entering Unmasked Estep 
Score: -24296310.000000 Penalty: 3002.029785
	Iteration 0F: 2 clusters Score -2.429631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -24182400.000000 Penalty: 6004.059570
	Iteration 0F: 3 clusters Score -2.41824e+07 nChanged 86370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -24233372.000000 Penalty: 6004.059570
	Iteration 1F: 3 clusters Score -2.423337e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -24234994.000000 Penalty: 6004.059570
	Iteration 2Q: 3 clusters Score -2.423499e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -24237548.000000 Penalty: 6004.059570
	Iteration 3Q: 3 clusters Score -2.423755e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -24241438.000000 Penalty: 6004.059570
	Iteration 4Q: 3 clusters Score -2.424144e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -24247928.000000 Penalty: 6004.059570
	Iteration 5F: 3 clusters Score -2.424793e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -24257324.000000 Penalty: 6004.059570
	Iteration 6F: 3 clusters Score -2.425732e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 128869 members 
Entering Unmasked Estep 
Score: -24269144.000000 Penalty: 6004.059570
	Iteration 7F: 3 clusters Score -2.426914e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -24279700.000000 Penalty: 6004.059570
	Iteration 8F: 3 clusters Score -2.42797e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -24285982.000000 Penalty: 6004.059570
	Iteration 9Q: 3 clusters Score -2.428598e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 147493 members 
Entering Unmasked Estep 
Score: -24288934.000000 Penalty: 6004.059570
	Iteration 10Q: 3 clusters Score -2.428893e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -24290172.000000 Penalty: 6004.059570
	Iteration 11Q: 3 clusters Score -2.429017e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -24291018.000000 Penalty: 6004.059570
	Iteration 12Q: 3 clusters Score -2.429102e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -24291836.000000 Penalty: 6004.059570
	Iteration 13Q: 3 clusters Score -2.429184e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 158983 members 
Entering Unmasked Estep 
Score: -24292580.000000 Penalty: 6004.059570
	Iteration 14Q: 3 clusters Score -2.429258e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -24293124.000000 Penalty: 6004.059570
	Iteration 15Q: 3 clusters Score -2.429312e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -24293628.000000 Penalty: 6004.059570
	Iteration 16Q: 3 clusters Score -2.429363e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -24294120.000000 Penalty: 6004.059570
	Iteration 17Q: 3 clusters Score -2.429412e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -24294370.000000 Penalty: 6004.059570
	Iteration 18Q: 3 clusters Score -2.429437e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -24294672.000000 Penalty: 6004.059570
	Iteration 19Q: 3 clusters Score -2.429467e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -24294848.000000 Penalty: 6004.059570
	Iteration 20F: 3 clusters Score -2.429485e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -24295018.000000 Penalty: 6004.059570
	Iteration 21Q: 3 clusters Score -2.429502e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -24295154.000000 Penalty: 6004.059570
	Iteration 22Q: 3 clusters Score -2.429515e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -24295260.000000 Penalty: 6004.059570
	Iteration 23Q: 3 clusters Score -2.429526e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -24295290.000000 Penalty: 6004.059570
	Iteration 24Q: 3 clusters Score -2.429529e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 174675 members 
Entering Unmasked Estep 
Score: -24295264.000000 Penalty: 6004.059570
	Iteration 25Q: 3 clusters Score -2.429526e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -24295262.000000 Penalty: 6004.059570
	Iteration 26Q: 3 clusters Score -2.429526e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 175517 members 
Entering Unmasked Estep 
Score: -24295350.000000 Penalty: 6004.059570
	Iteration 27Q: 3 clusters Score -2.429535e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 175835 members 
Entering Unmasked Estep 
Score: -24295400.000000 Penalty: 6004.059570
	Iteration 28Q: 3 clusters Score -2.42954e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -24295396.000000 Penalty: 6004.059570
	Iteration 29Q: 3 clusters Score -2.42954e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -24295388.000000 Penalty: 6004.059570
	Iteration 30Q: 3 clusters Score -2.429539e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -24295380.000000 Penalty: 6004.059570
	Iteration 31Q: 3 clusters Score -2.429538e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -24295424.000000 Penalty: 6004.059570
	Iteration 32Q: 3 clusters Score -2.429542e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -24295456.000000 Penalty: 6004.059570
	Iteration 33Q: 3 clusters Score -2.429546e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 177021 members 
Entering Unmasked Estep 
Score: -24295472.000000 Penalty: 6004.059570
	Iteration 34Q: 3 clusters Score -2.429547e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 177132 members 
Entering Unmasked Estep 
Score: -24295440.000000 Penalty: 6004.059570
	Iteration 35Q: 3 clusters Score -2.429544e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -24295462.000000 Penalty: 6004.059570
	Iteration 36Q: 3 clusters Score -2.429546e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -24295460.000000 Penalty: 6004.059570
	Iteration 37Q: 3 clusters Score -2.429546e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 177386 members 
Entering Unmasked Estep 
Score: -24295478.000000 Penalty: 6004.059570
	Iteration 38Q: 3 clusters Score -2.429548e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -24295474.000000 Penalty: 6004.059570
	Iteration 39Q: 3 clusters Score -2.429547e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 177517 members 
Entering Unmasked Estep 
Score: -24295470.000000 Penalty: 6004.059570
	Iteration 40F: 3 clusters Score -2.429547e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -24295472.000000 Penalty: 6004.059570
	Iteration 41Q: 3 clusters Score -2.429547e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 177630 members 
Entering Unmasked Estep 
Score: -24295466.000000 Penalty: 6004.059570
	Iteration 42Q: 3 clusters Score -2.429547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -24295468.000000 Penalty: 6004.059570
	Iteration 43Q: 3 clusters Score -2.429547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -24295470.000000 Penalty: 6004.059570
	Iteration 44Q: 3 clusters Score -2.429547e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -24295466.000000 Penalty: 6004.059570
	Iteration 45Q: 3 clusters Score -2.429547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 177783 members 
Entering Unmasked Estep 
Score: -24295434.000000 Penalty: 6004.059570
	Iteration 46Q: 3 clusters Score -2.429543e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -24295448.000000 Penalty: 6004.059570
	Iteration 47Q: 3 clusters Score -2.429545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 177844 members 
Entering Unmasked Estep 
Score: -24295448.000000 Penalty: 6004.059570
	Iteration 48Q: 3 clusters Score -2.429545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -24295428.000000 Penalty: 6004.059570
	Iteration 49Q: 3 clusters Score -2.429543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 177884 members 
Entering Unmasked Estep 
Score: -24295436.000000 Penalty: 6004.059570
	Iteration 50Q: 3 clusters Score -2.429544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -24295422.000000 Penalty: 6004.059570
	Iteration 51Q: 3 clusters Score -2.429542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 177931 members 
Entering Unmasked Estep 
Score: -24295424.000000 Penalty: 6004.059570
	Iteration 52Q: 3 clusters Score -2.429542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 177948 members 
Entering Unmasked Estep 
Score: -24295438.000000 Penalty: 6004.059570
	Iteration 53Q: 3 clusters Score -2.429544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 177966 members 
Entering Unmasked Estep 
Score: -24295432.000000 Penalty: 6004.059570
	Iteration 54Q: 3 clusters Score -2.429543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -24295432.000000 Penalty: 6004.059570
	Iteration 55Q: 3 clusters Score -2.429543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 178018 members 
Entering Unmasked Estep 
Score: -24295402.000000 Penalty: 6004.059570
	Iteration 56Q: 3 clusters Score -2.42954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -24295408.000000 Penalty: 6004.059570
	Iteration 57Q: 3 clusters Score -2.429541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 178068 members 
Entering Unmasked Estep 
Score: -24295408.000000 Penalty: 6004.059570
	Iteration 58Q: 3 clusters Score -2.429541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 178083 members 
Entering Unmasked Estep 
Score: -24295404.000000 Penalty: 6004.059570
	Iteration 59Q: 3 clusters Score -2.42954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -24295386.000000 Penalty: 6004.059570
	Iteration 60F: 3 clusters Score -2.429539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 178107 members 
Entering Unmasked Estep 
Score: -24295360.000000 Penalty: 6004.059570
	Iteration 61Q: 3 clusters Score -2.429536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -24295354.000000 Penalty: 6004.059570
	Iteration 62Q: 3 clusters Score -2.429535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 178125 members 
Entering Unmasked Estep 
Score: -24295368.000000 Penalty: 6004.059570
	Iteration 63Q: 3 clusters Score -2.429537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -24295356.000000 Penalty: 6004.059570
	Iteration 64Q: 3 clusters Score -2.429536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -24295364.000000 Penalty: 6004.059570
	Iteration 65Q: 3 clusters Score -2.429536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -24295364.000000 Penalty: 6004.059570
	Iteration 66Q: 3 clusters Score -2.429536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 178148 members 
Entering Unmasked Estep 
Score: -24295354.000000 Penalty: 6004.059570
	Iteration 67Q: 3 clusters Score -2.429535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -24295364.000000 Penalty: 6004.059570
	Iteration 68Q: 3 clusters Score -2.429536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -24295356.000000 Penalty: 6004.059570
	Iteration 69Q: 3 clusters Score -2.429536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -24295342.000000 Penalty: 6004.059570
	Iteration 70Q: 3 clusters Score -2.429534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -24295362.000000 Penalty: 6004.059570
	Iteration 71Q: 3 clusters Score -2.429536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -24295362.000000 Penalty: 6004.059570
	Iteration 72F: 3 clusters Score -2.429536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157507.890625 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155376.796875 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155376.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155755.625000 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155755.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155899.578125 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -155899.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156001.234375 Penalty: 3548.301514
	Iteration 3Q: 3 clusters Score -156001.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156109.281250 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -156109.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -156275.328125 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -156275.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156720.171875 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -156720.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -157158.390625 Penalty: 3548.301514
	Iteration 7F: 3 clusters Score -157158.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -157397.390625 Penalty: 3548.301514
	Iteration 8F: 3 clusters Score -157397.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157612.468750 Penalty: 3548.301514
	Iteration 9F: 3 clusters Score -157612.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -157787.687500 Penalty: 3548.301514
	Iteration 10F: 3 clusters Score -157787.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -157933.421875 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -157933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -157978.625000 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -157978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -157990.296875 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -157990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -157999.031250 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -157999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -158003.843750 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -158003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -158004.328125 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -158004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -158004.859375 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -158004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -158004.859375 Penalty: 3548.301514
	Iteration 18F: 3 clusters Score -158004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164267 members 
Mstep: Class 3 contains 138435 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 4617 members 
Mstep: Class 6 contains 56806 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63018 members 
Mstep: Class 10 contains 194395 members 
Mstep: Class 11 contains 164477 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180766 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 151727 members 
Mstep: Class 19 contains 34001 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
Score: -180324672.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180325760.000000 to -180324672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (151727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Entering Unmasked Estep 
Score: -20503826.000000 Penalty: 2958.599854
	Iteration 0F: 2 clusters Score -2.050383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -20404100.000000 Penalty: 5917.199707
	Iteration 0F: 3 clusters Score -2.04041e+07 nChanged 72130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -20446166.000000 Penalty: 5917.199707
	Iteration 1F: 3 clusters Score -2.044617e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -20447698.000000 Penalty: 5917.199707
	Iteration 2Q: 3 clusters Score -2.04477e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -20449586.000000 Penalty: 5917.199707
	Iteration 3Q: 3 clusters Score -2.044959e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -20452730.000000 Penalty: 5917.199707
	Iteration 4Q: 3 clusters Score -2.045273e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -20457418.000000 Penalty: 5917.199707
	Iteration 5F: 3 clusters Score -2.045742e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -20464398.000000 Penalty: 5917.199707
	Iteration 6F: 3 clusters Score -2.04644e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -20473266.000000 Penalty: 5917.199707
	Iteration 7F: 3 clusters Score -2.047327e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -20482004.000000 Penalty: 5917.199707
	Iteration 8F: 3 clusters Score -2.0482e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -20489256.000000 Penalty: 5917.199707
	Iteration 9F: 3 clusters Score -2.048926e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -20494416.000000 Penalty: 5917.199707
	Iteration 10Q: 3 clusters Score -2.049442e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -20497696.000000 Penalty: 5917.199707
	Iteration 11Q: 3 clusters Score -2.04977e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149132 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20499444.000000 Penalty: 5917.199707
	Iteration 12Q: 3 clusters Score -2.049944e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20500310.000000 Penalty: 5917.199707
	Iteration 13Q: 3 clusters Score -2.050031e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20500772.000000 Penalty: 5917.199707
	Iteration 14Q: 3 clusters Score -2.050077e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20500992.000000 Penalty: 5917.199707
	Iteration 15Q: 3 clusters Score -2.050099e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20501082.000000 Penalty: 5917.199707
	Iteration 16Q: 3 clusters Score -2.050108e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20501144.000000 Penalty: 5917.199707
	Iteration 17Q: 3 clusters Score -2.050114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151264 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20501166.000000 Penalty: 5917.199707
	Iteration 18Q: 3 clusters Score -2.050117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20501204.000000 Penalty: 5917.199707
	Iteration 19Q: 3 clusters Score -2.05012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20501218.000000 Penalty: 5917.199707
	Iteration 20F: 3 clusters Score -2.050122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20501224.000000 Penalty: 5917.199707
	Iteration 21Q: 3 clusters Score -2.050122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20501234.000000 Penalty: 5917.199707
	Iteration 22Q: 3 clusters Score -2.050123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20501256.000000 Penalty: 5917.199707
	Iteration 23Q: 3 clusters Score -2.050126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20501258.000000 Penalty: 5917.199707
	Iteration 24Q: 3 clusters Score -2.050126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20501280.000000 Penalty: 5917.199707
	Iteration 25Q: 3 clusters Score -2.050128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20501284.000000 Penalty: 5917.199707
	Iteration 26Q: 3 clusters Score -2.050128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20501286.000000 Penalty: 5917.199707
	Iteration 27Q: 3 clusters Score -2.050129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151344 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20501296.000000 Penalty: 5917.199707
	Iteration 28Q: 3 clusters Score -2.05013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20501294.000000 Penalty: 5917.199707
	Iteration 29Q: 3 clusters Score -2.050129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20501294.000000 Penalty: 5917.199707
	Iteration 30F: 3 clusters Score -2.050129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Entering Unmasked Estep 
Score: -4437562.000000 Penalty: 2587.667969
	Iteration 0F: 2 clusters Score -4437562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4414552.000000 Penalty: 5175.335938
	Iteration 0F: 3 clusters Score -4414552 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4422882.500000 Penalty: 5175.335938
	Iteration 1F: 3 clusters Score -4422882 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4423353.000000 Penalty: 5175.335938
	Iteration 2Q: 3 clusters Score -4423353 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4423804.000000 Penalty: 5175.335938
	Iteration 3Q: 3 clusters Score -4423804 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4424281.500000 Penalty: 5175.335938
	Iteration 4Q: 3 clusters Score -4424282 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4424849.000000 Penalty: 5175.335938
	Iteration 5Q: 3 clusters Score -4424849 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4425531.500000 Penalty: 5175.335938
	Iteration 6Q: 3 clusters Score -4425532 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4426421.500000 Penalty: 5175.335938
	Iteration 7Q: 3 clusters Score -4426422 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4427601.500000 Penalty: 5175.335938
	Iteration 8F: 3 clusters Score -4427602 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4428884.500000 Penalty: 5175.335938
	Iteration 9F: 3 clusters Score -4428884 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -4430153.000000 Penalty: 5175.335938
	Iteration 10F: 3 clusters Score -4430153 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4431078.000000 Penalty: 5175.335938
	Iteration 11Q: 3 clusters Score -4431078 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4431698.000000 Penalty: 5175.335938
	Iteration 12Q: 3 clusters Score -4431698 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4432106.500000 Penalty: 5175.335938
	Iteration 13Q: 3 clusters Score -4432106 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4432459.500000 Penalty: 5175.335938
	Iteration 14Q: 3 clusters Score -4432460 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4432772.500000 Penalty: 5175.335938
	Iteration 15Q: 3 clusters Score -4432772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4432997.500000 Penalty: 5175.335938
	Iteration 16Q: 3 clusters Score -4432998 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4433236.000000 Penalty: 5175.335938
	Iteration 17Q: 3 clusters Score -4433236 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4433425.000000 Penalty: 5175.335938
	Iteration 18Q: 3 clusters Score -4433425 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4433613.000000 Penalty: 5175.335938
	Iteration 19Q: 3 clusters Score -4433613 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4433777.500000 Penalty: 5175.335938
	Iteration 20F: 3 clusters Score -4433778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4433892.000000 Penalty: 5175.335938
	Iteration 21Q: 3 clusters Score -4433892 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4434035.000000 Penalty: 5175.335938
	Iteration 22Q: 3 clusters Score -4434035 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4434148.500000 Penalty: 5175.335938
	Iteration 23Q: 3 clusters Score -4434148 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4434293.500000 Penalty: 5175.335938
	Iteration 24Q: 3 clusters Score -4434294 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4434422.500000 Penalty: 5175.335938
	Iteration 25Q: 3 clusters Score -4434422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4434533.500000 Penalty: 5175.335938
	Iteration 26Q: 3 clusters Score -4434534 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4434674.000000 Penalty: 5175.335938
	Iteration 27Q: 3 clusters Score -4434674 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4434782.000000 Penalty: 5175.335938
	Iteration 28Q: 3 clusters Score -4434782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4434865.000000 Penalty: 5175.335938
	Iteration 29Q: 3 clusters Score -4434865 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4434928.500000 Penalty: 5175.335938
	Iteration 30Q: 3 clusters Score -4434928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4434983.500000 Penalty: 5175.335938
	Iteration 31Q: 3 clusters Score -4434984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4435040.000000 Penalty: 5175.335938
	Iteration 32Q: 3 clusters Score -4435040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4435082.500000 Penalty: 5175.335938
	Iteration 33Q: 3 clusters Score -4435082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4435106.500000 Penalty: 5175.335938
	Iteration 34Q: 3 clusters Score -4435106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4435132.000000 Penalty: 5175.335938
	Iteration 35Q: 3 clusters Score -4435132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4435150.500000 Penalty: 5175.335938
	Iteration 36Q: 3 clusters Score -4435150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4435176.000000 Penalty: 5175.335938
	Iteration 37Q: 3 clusters Score -4435176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4435192.000000 Penalty: 5175.335938
	Iteration 38Q: 3 clusters Score -4435192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4435211.000000 Penalty: 5175.335938
	Iteration 39Q: 3 clusters Score -4435211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4435225.500000 Penalty: 5175.335938
	Iteration 40F: 3 clusters Score -4435226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4435239.500000 Penalty: 5175.335938
	Iteration 41Q: 3 clusters Score -4435240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4435256.500000 Penalty: 5175.335938
	Iteration 42Q: 3 clusters Score -4435256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4435269.500000 Penalty: 5175.335938
	Iteration 43Q: 3 clusters Score -4435270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4435267.500000 Penalty: 5175.335938
	Iteration 44Q: 3 clusters Score -4435268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4435284.000000 Penalty: 5175.335938
	Iteration 45Q: 3 clusters Score -4435284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4435297.000000 Penalty: 5175.335938
	Iteration 46Q: 3 clusters Score -4435297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4435303.000000 Penalty: 5175.335938
	Iteration 47Q: 3 clusters Score -4435303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4435316.000000 Penalty: 5175.335938
	Iteration 48Q: 3 clusters Score -4435316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4435325.000000 Penalty: 5175.335938
	Iteration 49Q: 3 clusters Score -4435325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4435328.500000 Penalty: 5175.335938
	Iteration 50Q: 3 clusters Score -4435328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4435329.000000 Penalty: 5175.335938
	Iteration 51Q: 3 clusters Score -4435329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4435332.000000 Penalty: 5175.335938
	Iteration 52Q: 3 clusters Score -4435332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4435327.500000 Penalty: 5175.335938
	Iteration 53Q: 3 clusters Score -4435328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4435336.500000 Penalty: 5175.335938
	Iteration 54Q: 3 clusters Score -4435336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4435337.500000 Penalty: 5175.335938
	Iteration 55Q: 3 clusters Score -4435338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4435337.000000 Penalty: 5175.335938
	Iteration 56Q: 3 clusters Score -4435337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4435335.500000 Penalty: 5175.335938
	Iteration 57Q: 3 clusters Score -4435336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4435337.000000 Penalty: 5175.335938
	Iteration 58Q: 3 clusters Score -4435337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4435337.000000 Penalty: 5175.335938
	Iteration 59F: 3 clusters Score -4435337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32094.804688 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32094.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32257.988281 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32257.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32366.152344 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32366.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32449.240234 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32449.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32499.035156 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32499.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32560.449219 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32560.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32585.492188 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32585.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32609.361328 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32609.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32669.564453 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32669.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32675.433594 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32675.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32678.710938 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32678.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32678.710938 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -32678.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66351.507812 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66351.51 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66593.523438 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66593.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66662.570312 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -66662.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66692.710938 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66692.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66704.562500 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66704.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66725.140625 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66725.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66743.671875 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -66743.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66770.015625 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -66770.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66799.984375 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -66799.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66845.359375 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -66845.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66863.093750 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -66863.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66880.851562 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -66880.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66885.476562 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -66885.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66888.359375 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -66888.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66891.773438 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -66891.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66894.242188 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -66894.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66898.476562 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -66898.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66898.476562 Penalty: 3158.620605
	Iteration 17F: 3 clusters Score -66898.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 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 203 members 
Entering Unmasked Estep 
Score: -50641.093750 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50641.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50776.199219 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50818.933594 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50818.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50837.191406 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50837.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50848.480469 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50848.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50853.605469 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50853.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50857.097656 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50858.871094 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -50858.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50858.871094 Penalty: 2986.427490
	Iteration 8F: 3 clusters Score -50858.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164267 members 
Mstep: Class 3 contains 138435 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 4617 members 
Mstep: Class 6 contains 56806 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63018 members 
Mstep: Class 10 contains 194395 members 
Mstep: Class 11 contains 164477 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165377 members 
Mstep: Class 14 contains 32474 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180766 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151727 members 
Mstep: Class 19 contains 34001 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325568.000000 Penalty: 77098.109375
Iteration 239Q: 23 clusters Score -1.803256e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164255 members 
Mstep: Class 3 contains 138463 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 56735 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63023 members 
Mstep: Class 10 contains 194395 members 
Mstep: Class 11 contains 164599 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165364 members 
Mstep: Class 14 contains 32484 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180700 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151720 members 
Mstep: Class 19 contains 34003 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325376.000000 Penalty: 77098.109375
Iteration 240F: 23 clusters Score -1.803254e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164241 members 
Mstep: Class 3 contains 138477 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 56666 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63018 members 
Mstep: Class 10 contains 194412 members 
Mstep: Class 11 contains 164711 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165371 members 
Mstep: Class 14 contains 32498 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180634 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151708 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325328.000000 Penalty: 77098.109375
Iteration 241Q: 23 clusters Score -1.803253e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164241 members 
Mstep: Class 3 contains 138478 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 56584 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63013 members 
Mstep: Class 10 contains 194406 members 
Mstep: Class 11 contains 164839 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165385 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180582 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151695 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325216.000000 Penalty: 77098.109375
Iteration 242Q: 23 clusters Score -1.803252e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164244 members 
Mstep: Class 3 contains 138502 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 56496 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63011 members 
Mstep: Class 10 contains 194396 members 
Mstep: Class 11 contains 164961 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165377 members 
Mstep: Class 14 contains 32520 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180545 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151687 members 
Mstep: Class 19 contains 34007 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325232.000000 Penalty: 77098.109375
Iteration 243Q: 23 clusters Score -1.803252e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 164241 members 
Mstep: Class 3 contains 138500 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 4604 members 
Mstep: Class 6 contains 56415 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63013 members 
Mstep: Class 10 contains 194406 members 
Mstep: Class 11 contains 165088 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165371 members 
Mstep: Class 14 contains 32527 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180501 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151673 members 
Mstep: Class 19 contains 34011 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325168.000000 Penalty: 77098.109375
Iteration 244Q: 23 clusters Score -1.803252e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 164247 members 
Mstep: Class 3 contains 138504 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 56353 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63016 members 
Mstep: Class 10 contains 194400 members 
Mstep: Class 11 contains 165208 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165343 members 
Mstep: Class 14 contains 32539 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180467 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151659 members 
Mstep: Class 19 contains 34010 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325152.000000 Penalty: 77098.109375
Iteration 245Q: 23 clusters Score -1.803252e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 164224 members 
Mstep: Class 3 contains 138531 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 56301 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63011 members 
Mstep: Class 10 contains 194387 members 
Mstep: Class 11 contains 165293 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 165340 members 
Mstep: Class 14 contains 32552 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180423 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151679 members 
Mstep: Class 19 contains 34010 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325136.000000 Penalty: 77098.109375
Iteration 246Q: 23 clusters Score -1.803251e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 164207 members 
Mstep: Class 3 contains 138538 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 4583 members 
Mstep: Class 6 contains 56252 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63009 members 
Mstep: Class 10 contains 194380 members 
Mstep: Class 11 contains 165372 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 165355 members 
Mstep: Class 14 contains 32558 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180398 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151661 members 
Mstep: Class 19 contains 34019 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325248.000000 Penalty: 77098.109375
Iteration 247Q: 23 clusters Score -1.803252e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 164214 members 
Mstep: Class 3 contains 138562 members 
Mstep: Class 4 contains 7906 members 
Mstep: Class 5 contains 4581 members 
Mstep: Class 6 contains 56210 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63021 members 
Mstep: Class 10 contains 194368 members 
Mstep: Class 11 contains 165447 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165314 members 
Mstep: Class 14 contains 32552 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180388 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151646 members 
Mstep: Class 19 contains 34027 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325504.000000 Penalty: 77098.109375
Iteration 248Q: 23 clusters Score -1.803255e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 164213 members 
Mstep: Class 3 contains 138561 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 56161 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63030 members 
Mstep: Class 10 contains 194343 members 
Mstep: Class 11 contains 165537 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165295 members 
Mstep: Class 14 contains 32562 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180359 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151650 members 
Mstep: Class 19 contains 34044 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325328.000000 Penalty: 77098.109375
Iteration 249Q: 23 clusters Score -1.803253e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 164206 members 
Mstep: Class 3 contains 138559 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 56111 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63029 members 
Mstep: Class 10 contains 194324 members 
Mstep: Class 11 contains 165621 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165288 members 
Mstep: Class 14 contains 32571 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180336 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151657 members 
Mstep: Class 19 contains 34056 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325664.000000 Penalty: 77098.109375
Iteration 250Q: 23 clusters Score -1.803257e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 164216 members 
Mstep: Class 3 contains 138543 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 56067 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63031 members 
Mstep: Class 10 contains 194300 members 
Mstep: Class 11 contains 165699 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165244 members 
Mstep: Class 14 contains 32594 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180329 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151668 members 
Mstep: Class 19 contains 34067 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325536.000000 Penalty: 77098.109375
Iteration 251Q: 23 clusters Score -1.803255e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 164210 members 
Mstep: Class 3 contains 138525 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 56019 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63033 members 
Mstep: Class 10 contains 194289 members 
Mstep: Class 11 contains 165799 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165217 members 
Mstep: Class 14 contains 32612 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180320 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151664 members 
Mstep: Class 19 contains 34073 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325600.000000 Penalty: 77098.109375
Iteration 252Q: 23 clusters Score -1.803256e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 164199 members 
Mstep: Class 3 contains 138512 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 55967 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63032 members 
Mstep: Class 10 contains 194268 members 
Mstep: Class 11 contains 165892 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165234 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180295 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151654 members 
Mstep: Class 19 contains 34080 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325360.000000 Penalty: 77098.109375
Iteration 253Q: 23 clusters Score -1.803254e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164193 members 
Mstep: Class 3 contains 138506 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 55914 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63033 members 
Mstep: Class 10 contains 194230 members 
Mstep: Class 11 contains 165956 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165277 members 
Mstep: Class 14 contains 32632 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151657 members 
Mstep: Class 19 contains 34087 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325168.000000 Penalty: 77098.109375
Iteration 254Q: 23 clusters Score -1.803252e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164185 members 
Mstep: Class 3 contains 138500 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 55844 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63029 members 
Mstep: Class 10 contains 194190 members 
Mstep: Class 11 contains 166057 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 165286 members 
Mstep: Class 14 contains 32639 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180286 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151654 members 
Mstep: Class 19 contains 34102 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325120.000000 Penalty: 77098.109375
Iteration 255Q: 23 clusters Score -1.803251e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164155 members 
Mstep: Class 3 contains 138483 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 5 contains 4540 members 
Mstep: Class 6 contains 55783 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63020 members 
Mstep: Class 10 contains 194156 members 
Mstep: Class 11 contains 166167 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 165318 members 
Mstep: Class 14 contains 32640 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180284 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151644 members 
Mstep: Class 19 contains 34124 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324928.000000 Penalty: 77098.109375
Iteration 256Q: 23 clusters Score -1.803249e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164124 members 
Mstep: Class 3 contains 138477 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 55727 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63007 members 
Mstep: Class 10 contains 194107 members 
Mstep: Class 11 contains 166255 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 165358 members 
Mstep: Class 14 contains 32654 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180273 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151641 members 
Mstep: Class 19 contains 34144 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324976.000000 Penalty: 77098.109375
Iteration 257Q: 23 clusters Score -1.80325e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164095 members 
Mstep: Class 3 contains 138440 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 55682 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 63001 members 
Mstep: Class 10 contains 194074 members 
Mstep: Class 11 contains 166352 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 165396 members 
Mstep: Class 14 contains 32668 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180255 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151653 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325136.000000 Penalty: 77098.109375
Iteration 258Q: 23 clusters Score -1.803251e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164064 members 
Mstep: Class 3 contains 138399 members 
Mstep: Class 4 contains 7926 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 55651 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62988 members 
Mstep: Class 10 contains 194046 members 
Mstep: Class 11 contains 166445 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165457 members 
Mstep: Class 14 contains 32674 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180217 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151660 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325008.000000 Penalty: 77098.109375
Iteration 259Q: 23 clusters Score -1.80325e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164056 members 
Mstep: Class 3 contains 138352 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 4533 members 
Mstep: Class 6 contains 55602 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62985 members 
Mstep: Class 10 contains 194025 members 
Mstep: Class 11 contains 166547 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165496 members 
Mstep: Class 14 contains 32677 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180194 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151663 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324912.000000 Penalty: 77098.109375
Iteration 260F: 23 clusters Score -1.803249e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164061 members 
Mstep: Class 3 contains 138309 members 
Mstep: Class 4 contains 7926 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 55564 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62986 members 
Mstep: Class 10 contains 194016 members 
Mstep: Class 11 contains 166622 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165519 members 
Mstep: Class 14 contains 32673 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180180 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151668 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325200.000000 Penalty: 77098.109375
Iteration 261Q: 23 clusters Score -1.803252e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164065 members 
Mstep: Class 3 contains 138288 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 4530 members 
Mstep: Class 6 contains 55527 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62975 members 
Mstep: Class 10 contains 194007 members 
Mstep: Class 11 contains 166702 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165521 members 
Mstep: Class 14 contains 32678 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180150 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151671 members 
Mstep: Class 19 contains 34181 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325296.000000 Penalty: 77098.109375
Iteration 262Q: 23 clusters Score -1.803253e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164062 members 
Mstep: Class 3 contains 138281 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 55511 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62958 members 
Mstep: Class 10 contains 193981 members 
Mstep: Class 11 contains 166822 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165457 members 
Mstep: Class 14 contains 32688 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180128 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151688 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325424.000000 Penalty: 77098.109375
Iteration 263Q: 23 clusters Score -1.803254e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164055 members 
Mstep: Class 3 contains 138275 members 
Mstep: Class 4 contains 7937 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 55497 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62946 members 
Mstep: Class 10 contains 193970 members 
Mstep: Class 11 contains 166908 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165401 members 
Mstep: Class 14 contains 32693 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180103 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151717 members 
Mstep: Class 19 contains 34202 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325376.000000 Penalty: 77098.109375
Iteration 264Q: 23 clusters Score -1.803254e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164077 members 
Mstep: Class 3 contains 138267 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 55485 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62941 members 
Mstep: Class 10 contains 193961 members 
Mstep: Class 11 contains 167002 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165311 members 
Mstep: Class 14 contains 32699 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180092 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151723 members 
Mstep: Class 19 contains 34201 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325040.000000 Penalty: 77098.109375
Iteration 265Q: 23 clusters Score -1.80325e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164099 members 
Mstep: Class 3 contains 138242 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 55469 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62940 members 
Mstep: Class 10 contains 193940 members 
Mstep: Class 11 contains 167100 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165233 members 
Mstep: Class 14 contains 32701 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180099 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151738 members 
Mstep: Class 19 contains 34196 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325136.000000 Penalty: 77098.109375
Iteration 266Q: 23 clusters Score -1.803251e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164098 members 
Mstep: Class 3 contains 138193 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 4524 members 
Mstep: Class 6 contains 55454 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62942 members 
Mstep: Class 10 contains 193924 members 
Mstep: Class 11 contains 167188 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165181 members 
Mstep: Class 14 contains 32713 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180100 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151767 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325072.000000 Penalty: 77098.109375
Iteration 267Q: 23 clusters Score -1.803251e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164100 members 
Mstep: Class 3 contains 138158 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 55430 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62934 members 
Mstep: Class 10 contains 193920 members 
Mstep: Class 11 contains 167266 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165127 members 
Mstep: Class 14 contains 32721 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180105 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151801 members 
Mstep: Class 19 contains 34184 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325184.000000 Penalty: 77098.109375
Iteration 268Q: 23 clusters Score -1.803252e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164122 members 
Mstep: Class 3 contains 138138 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 55400 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62920 members 
Mstep: Class 10 contains 193916 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 165022 members 
Mstep: Class 14 contains 32726 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180125 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151825 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325104.000000 Penalty: 77098.109375
Iteration 269Q: 23 clusters Score -1.803251e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164150 members 
Mstep: Class 3 contains 138095 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 55368 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62911 members 
Mstep: Class 10 contains 193899 members 
Mstep: Class 11 contains 167471 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164949 members 
Mstep: Class 14 contains 32729 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180145 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151845 members 
Mstep: Class 19 contains 34187 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325008.000000 Penalty: 77098.109375
Iteration 270Q: 23 clusters Score -1.80325e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164170 members 
Mstep: Class 3 contains 138062 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 55351 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62904 members 
Mstep: Class 10 contains 193894 members 
Mstep: Class 11 contains 167579 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164835 members 
Mstep: Class 14 contains 32733 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180161 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151875 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324832.000000 Penalty: 77098.109375
Iteration 271Q: 23 clusters Score -1.803248e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164186 members 
Mstep: Class 3 contains 138025 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 55341 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62905 members 
Mstep: Class 10 contains 193896 members 
Mstep: Class 11 contains 167659 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164712 members 
Mstep: Class 14 contains 32741 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180191 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151903 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325056.000000 Penalty: 77098.109375
Iteration 272Q: 23 clusters Score -1.803251e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164209 members 
Mstep: Class 3 contains 137975 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 55331 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62903 members 
Mstep: Class 10 contains 193903 members 
Mstep: Class 11 contains 167749 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164578 members 
Mstep: Class 14 contains 32748 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180229 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151927 members 
Mstep: Class 19 contains 34196 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325056.000000 Penalty: 77098.109375
Iteration 273Q: 23 clusters Score -1.803251e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164240 members 
Mstep: Class 3 contains 137930 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 4515 members 
Mstep: Class 6 contains 55326 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62903 members 
Mstep: Class 10 contains 193922 members 
Mstep: Class 11 contains 167827 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164424 members 
Mstep: Class 14 contains 32756 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180271 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151949 members 
Mstep: Class 19 contains 34195 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325440.000000 Penalty: 77098.109375
Iteration 274Q: 23 clusters Score -1.803254e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164249 members 
Mstep: Class 3 contains 137914 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 55311 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62902 members 
Mstep: Class 10 contains 193938 members 
Mstep: Class 11 contains 167919 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164266 members 
Mstep: Class 14 contains 32760 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180307 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151982 members 
Mstep: Class 19 contains 34202 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325520.000000 Penalty: 77098.109375
Iteration 275Q: 23 clusters Score -1.803255e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164276 members 
Mstep: Class 3 contains 137909 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 6 contains 55290 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62899 members 
Mstep: Class 10 contains 193948 members 
Mstep: Class 11 contains 167991 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164143 members 
Mstep: Class 14 contains 32760 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180334 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 34207 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325600.000000 Penalty: 77098.109375
Iteration 276Q: 23 clusters Score -1.803256e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164306 members 
Mstep: Class 3 contains 137896 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62899 members 
Mstep: Class 10 contains 193944 members 
Mstep: Class 11 contains 168033 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 164045 members 
Mstep: Class 14 contains 32767 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180357 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152012 members 
Mstep: Class 19 contains 34222 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325440.000000 Penalty: 77098.109375
Iteration 277Q: 23 clusters Score -1.803254e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164329 members 
Mstep: Class 3 contains 137901 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55257 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62894 members 
Mstep: Class 10 contains 193945 members 
Mstep: Class 11 contains 168078 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163971 members 
Mstep: Class 14 contains 32773 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152023 members 
Mstep: Class 19 contains 34218 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325424.000000 Penalty: 77098.109375
Iteration 278Q: 23 clusters Score -1.803254e+08 nChanged 527
Entering ConstructFrom: 
Score: -180325424.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -160604.593750 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -160604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158431.187500 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -158431.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158785.578125 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -158785.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158887.531250 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -158887.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -158932.562500 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -158932.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158988.218750 Penalty: 3548.689209
	Iteration 4Q: 3 clusters Score -158988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159018.546875 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -159018.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159038.187500 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -159038.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159053.281250 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -159053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159066.562500 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -159066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159071.953125 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -159072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159078.859375 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -159078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159081.390625 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -159081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159083.031250 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -159083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159084.359375 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -159084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159086.953125 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -159087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -159090.781250 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -159090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159093.578125 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -159093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159099.046875 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -159099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -159107.375000 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -159107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159111.953125 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -159112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159117.359375 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -159117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159120.125000 Penalty: 3548.689209
	Iteration 21Q: 3 clusters Score -159120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159121.781250 Penalty: 3548.689209
	Iteration 22Q: 3 clusters Score -159121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159124.859375 Penalty: 3548.689209
	Iteration 23Q: 3 clusters Score -159124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159126.000000 Penalty: 3548.689209
	Iteration 24Q: 3 clusters Score -159126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159126.000000 Penalty: 3548.689209
	Iteration 25F: 3 clusters Score -159126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Entering Unmasked Estep 
Score: -22155080.000000 Penalty: 2978.423584
	Iteration 0F: 2 clusters Score -2.215508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -22048472.000000 Penalty: 5956.847168
	Iteration 0F: 3 clusters Score -2.204847e+07 nChanged 78765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -22094306.000000 Penalty: 5956.847168
	Iteration 1F: 3 clusters Score -2.209431e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -22095336.000000 Penalty: 5956.847168
	Iteration 2Q: 3 clusters Score -2.209534e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -22096980.000000 Penalty: 5956.847168
	Iteration 3Q: 3 clusters Score -2.209698e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -22099100.000000 Penalty: 5956.847168
	Iteration 4Q: 3 clusters Score -2.20991e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -22102108.000000 Penalty: 5956.847168
	Iteration 5Q: 3 clusters Score -2.210211e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -22106504.000000 Penalty: 5956.847168
	Iteration 6Q: 3 clusters Score -2.21065e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -22112182.000000 Penalty: 5956.847168
	Iteration 7F: 3 clusters Score -2.211218e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -22119118.000000 Penalty: 5956.847168
	Iteration 8F: 3 clusters Score -2.211912e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -22126358.000000 Penalty: 5956.847168
	Iteration 9F: 3 clusters Score -2.212636e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -22132588.000000 Penalty: 5956.847168
	Iteration 10F: 3 clusters Score -2.213259e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -22136908.000000 Penalty: 5956.847168
	Iteration 11Q: 3 clusters Score -2.213691e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -22140598.000000 Penalty: 5956.847168
	Iteration 12Q: 3 clusters Score -2.21406e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -22143440.000000 Penalty: 5956.847168
	Iteration 13Q: 3 clusters Score -2.214344e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -22145650.000000 Penalty: 5956.847168
	Iteration 14Q: 3 clusters Score -2.214565e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -22147324.000000 Penalty: 5956.847168
	Iteration 15Q: 3 clusters Score -2.214732e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -22148738.000000 Penalty: 5956.847168
	Iteration 16Q: 3 clusters Score -2.214874e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -22149870.000000 Penalty: 5956.847168
	Iteration 17Q: 3 clusters Score -2.214987e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -22150670.000000 Penalty: 5956.847168
	Iteration 18Q: 3 clusters Score -2.215067e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22151148.000000 Penalty: 5956.847168
	Iteration 19Q: 3 clusters Score -2.215115e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22151522.000000 Penalty: 5956.847168
	Iteration 20F: 3 clusters Score -2.215152e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22151804.000000 Penalty: 5956.847168
	Iteration 21Q: 3 clusters Score -2.21518e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162509 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22151892.000000 Penalty: 5956.847168
	Iteration 22Q: 3 clusters Score -2.215189e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162762 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -22152018.000000 Penalty: 5956.847168
	Iteration 23Q: 3 clusters Score -2.215202e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162933 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22152124.000000 Penalty: 5956.847168
	Iteration 24Q: 3 clusters Score -2.215212e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22152200.000000 Penalty: 5956.847168
	Iteration 25Q: 3 clusters Score -2.21522e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22152246.000000 Penalty: 5956.847168
	Iteration 26Q: 3 clusters Score -2.215225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22152312.000000 Penalty: 5956.847168
	Iteration 27Q: 3 clusters Score -2.215231e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22152340.000000 Penalty: 5956.847168
	Iteration 28Q: 3 clusters Score -2.215234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22152376.000000 Penalty: 5956.847168
	Iteration 29Q: 3 clusters Score -2.215238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22152382.000000 Penalty: 5956.847168
	Iteration 30Q: 3 clusters Score -2.215238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22152400.000000 Penalty: 5956.847168
	Iteration 31Q: 3 clusters Score -2.21524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22152400.000000 Penalty: 5956.847168
	Iteration 32Q: 3 clusters Score -2.21524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22152422.000000 Penalty: 5956.847168
	Iteration 33Q: 3 clusters Score -2.215242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22152454.000000 Penalty: 5956.847168
	Iteration 34Q: 3 clusters Score -2.215245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22152460.000000 Penalty: 5956.847168
	Iteration 35Q: 3 clusters Score -2.215246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22152446.000000 Penalty: 5956.847168
	Iteration 36Q: 3 clusters Score -2.215245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22152464.000000 Penalty: 5956.847168
	Iteration 37Q: 3 clusters Score -2.215246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22152476.000000 Penalty: 5956.847168
	Iteration 38Q: 3 clusters Score -2.215248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22152476.000000 Penalty: 5956.847168
	Iteration 39Q: 3 clusters Score -2.215248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22152496.000000 Penalty: 5956.847168
	Iteration 40F: 3 clusters Score -2.21525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22152504.000000 Penalty: 5956.847168
	Iteration 41Q: 3 clusters Score -2.21525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163580 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22152494.000000 Penalty: 5956.847168
	Iteration 42Q: 3 clusters Score -2.215249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22152482.000000 Penalty: 5956.847168
	Iteration 43Q: 3 clusters Score -2.215248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22152484.000000 Penalty: 5956.847168
	Iteration 44Q: 3 clusters Score -2.215248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -22152496.000000 Penalty: 5956.847168
	Iteration 45Q: 3 clusters Score -2.21525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -22152492.000000 Penalty: 5956.847168
	Iteration 46Q: 3 clusters Score -2.215249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22152492.000000 Penalty: 5956.847168
	Iteration 47Q: 3 clusters Score -2.215249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22152492.000000 Penalty: 5956.847168
	Iteration 48F: 3 clusters Score -2.215249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137892 members 
Entering Unmasked Estep 
Score: -18460260.000000 Penalty: 2934.887939
	Iteration 0F: 2 clusters Score -1.846026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -18368164.000000 Penalty: 5869.775879
	Iteration 0F: 3 clusters Score -1.836816e+07 nChanged 65997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -18406434.000000 Penalty: 5869.775879
	Iteration 1F: 3 clusters Score -1.840643e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -18407724.000000 Penalty: 5869.775879
	Iteration 2Q: 3 clusters Score -1.840772e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -18409820.000000 Penalty: 5869.775879
	Iteration 3Q: 3 clusters Score -1.840982e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -18413822.000000 Penalty: 5869.775879
	Iteration 4Q: 3 clusters Score -1.841382e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -18420406.000000 Penalty: 5869.775879
	Iteration 5F: 3 clusters Score -1.842041e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -18429636.000000 Penalty: 5869.775879
	Iteration 6F: 3 clusters Score -1.842964e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118333 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -18440010.000000 Penalty: 5869.775879
	Iteration 7F: 3 clusters Score -1.844001e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -18448768.000000 Penalty: 5869.775879
	Iteration 8F: 3 clusters Score -1.844877e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -18453924.000000 Penalty: 5869.775879
	Iteration 9Q: 3 clusters Score -1.845392e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -18456240.000000 Penalty: 5869.775879
	Iteration 10Q: 3 clusters Score -1.845624e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -18456996.000000 Penalty: 5869.775879
	Iteration 11Q: 3 clusters Score -1.8457e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137326 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18457334.000000 Penalty: 5869.775879
	Iteration 12Q: 3 clusters Score -1.845733e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18457480.000000 Penalty: 5869.775879
	Iteration 13Q: 3 clusters Score -1.845748e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18457570.000000 Penalty: 5869.775879
	Iteration 14Q: 3 clusters Score -1.845757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137549 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18457600.000000 Penalty: 5869.775879
	Iteration 15Q: 3 clusters Score -1.84576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18457632.000000 Penalty: 5869.775879
	Iteration 16Q: 3 clusters Score -1.845763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18457674.000000 Penalty: 5869.775879
	Iteration 17Q: 3 clusters Score -1.845767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18457674.000000 Penalty: 5869.775879
	Iteration 18Q: 3 clusters Score -1.845767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18457690.000000 Penalty: 5869.775879
	Iteration 19Q: 3 clusters Score -1.845769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137597 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18457702.000000 Penalty: 5869.775879
	Iteration 20F: 3 clusters Score -1.84577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18457702.000000 Penalty: 5869.775879
	Iteration 21Q: 3 clusters Score -1.84577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18457708.000000 Penalty: 5869.775879
	Iteration 22Q: 3 clusters Score -1.845771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18457714.000000 Penalty: 5869.775879
	Iteration 23Q: 3 clusters Score -1.845771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18457716.000000 Penalty: 5869.775879
	Iteration 24Q: 3 clusters Score -1.845772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18457714.000000 Penalty: 5869.775879
	Iteration 25Q: 3 clusters Score -1.845771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137602 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18457714.000000 Penalty: 5869.775879
	Iteration 26F: 3 clusters Score -1.845771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -994511.687500 Penalty: 2227.550537
	Iteration 0F: 2 clusters Score -994511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -988192.812500 Penalty: 4455.101074
	Iteration 0F: 3 clusters Score -988192.8 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -989899.250000 Penalty: 4455.101074
	Iteration 1F: 3 clusters Score -989899.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -990170.187500 Penalty: 4455.101074
	Iteration 2F: 3 clusters Score -990170.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -990346.687500 Penalty: 4455.101074
	Iteration 3F: 3 clusters Score -990346.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -990457.812500 Penalty: 4455.101074
	Iteration 4Q: 3 clusters Score -990457.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -990543.437500 Penalty: 4455.101074
	Iteration 5Q: 3 clusters Score -990543.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -990616.562500 Penalty: 4455.101074
	Iteration 6Q: 3 clusters Score -990616.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -990688.187500 Penalty: 4455.101074
	Iteration 7Q: 3 clusters Score -990688.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -990755.187500 Penalty: 4455.101074
	Iteration 8Q: 3 clusters Score -990755.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -990825.500000 Penalty: 4455.101074
	Iteration 9Q: 3 clusters Score -990825.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -990910.500000 Penalty: 4455.101074
	Iteration 10Q: 3 clusters Score -990910.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -991014.125000 Penalty: 4455.101074
	Iteration 11Q: 3 clusters Score -991014.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -991135.250000 Penalty: 4455.101074
	Iteration 12Q: 3 clusters Score -991135.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -991294.187500 Penalty: 4455.101074
	Iteration 13Q: 3 clusters Score -991294.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -991490.562500 Penalty: 4455.101074
	Iteration 14Q: 3 clusters Score -991490.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -991723.625000 Penalty: 4455.101074
	Iteration 15Q: 3 clusters Score -991723.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -991970.937500 Penalty: 4455.101074
	Iteration 16Q: 3 clusters Score -991970.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -992213.625000 Penalty: 4455.101074
	Iteration 17Q: 3 clusters Score -992213.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -992419.750000 Penalty: 4455.101074
	Iteration 18Q: 3 clusters Score -992419.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -992590.062500 Penalty: 4455.101074
	Iteration 19Q: 3 clusters Score -992590.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -992725.687500 Penalty: 4455.101074
	Iteration 20F: 3 clusters Score -992725.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -992818.937500 Penalty: 4455.101074
	Iteration 21Q: 3 clusters Score -992818.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -992890.187500 Penalty: 4455.101074
	Iteration 22Q: 3 clusters Score -992890.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -992935.500000 Penalty: 4455.101074
	Iteration 23Q: 3 clusters Score -992935.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -992970.625000 Penalty: 4455.101074
	Iteration 24Q: 3 clusters Score -992970.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -992995.062500 Penalty: 4455.101074
	Iteration 25Q: 3 clusters Score -992995.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -993021.750000 Penalty: 4455.101074
	Iteration 26Q: 3 clusters Score -993021.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -993041.812500 Penalty: 4455.101074
	Iteration 27Q: 3 clusters Score -993041.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -993056.812500 Penalty: 4455.101074
	Iteration 28Q: 3 clusters Score -993056.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -993066.562500 Penalty: 4455.101074
	Iteration 29Q: 3 clusters Score -993066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -993072.375000 Penalty: 4455.101074
	Iteration 30Q: 3 clusters Score -993072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -993078.625000 Penalty: 4455.101074
	Iteration 31Q: 3 clusters Score -993078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -993085.125000 Penalty: 4455.101074
	Iteration 32Q: 3 clusters Score -993085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -993087.562500 Penalty: 4455.101074
	Iteration 33Q: 3 clusters Score -993087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -993093.750000 Penalty: 4455.101074
	Iteration 34Q: 3 clusters Score -993093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -993097.625000 Penalty: 4455.101074
	Iteration 35Q: 3 clusters Score -993097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -993100.125000 Penalty: 4455.101074
	Iteration 36Q: 3 clusters Score -993100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -993098.125000 Penalty: 4455.101074
	Iteration 37Q: 3 clusters Score -993098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -993101.187500 Penalty: 4455.101074
	Iteration 38Q: 3 clusters Score -993101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -993103.187500 Penalty: 4455.101074
	Iteration 39Q: 3 clusters Score -993103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -993105.000000 Penalty: 4455.101074
	Iteration 40F: 3 clusters Score -993105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -993105.875000 Penalty: 4455.101074
	Iteration 41Q: 3 clusters Score -993105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -993107.187500 Penalty: 4455.101074
	Iteration 42Q: 3 clusters Score -993107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -993107.187500 Penalty: 4455.101074
	Iteration 43F: 3 clusters Score -993107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -596406.625000 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -596406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -592189.562500 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -592189.6 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -593160.187500 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -593160.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -593381.375000 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -593381.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -593496.312500 Penalty: 4172.819824
	Iteration 3Q: 3 clusters Score -593496.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -593573.687500 Penalty: 4172.819824
	Iteration 4Q: 3 clusters Score -593573.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -593618.812500 Penalty: 4172.819824
	Iteration 5Q: 3 clusters Score -593618.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -593651.062500 Penalty: 4172.819824
	Iteration 6Q: 3 clusters Score -593651.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -593678.312500 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -593678.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -593702.437500 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -593702.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -593718.250000 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -593718.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -593732.375000 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -593732.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -593742.250000 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -593742.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -593751.875000 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -593751.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -593761.750000 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -593761.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -593776.187500 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -593776.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -593795.062500 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -593795.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -593816.625000 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -593816.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -593842.375000 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -593842.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -593860.375000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -593860.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -593882.625000 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -593882.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -593903.625000 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -593903.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -593927.875000 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -593927.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -593944.187500 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -593944.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -593956.125000 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -593956.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -593968.000000 Penalty: 4172.819824
	Iteration 24Q: 3 clusters Score -593968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -593977.375000 Penalty: 4172.819824
	Iteration 25Q: 3 clusters Score -593977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -593981.812500 Penalty: 4172.819824
	Iteration 26Q: 3 clusters Score -593981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -593986.250000 Penalty: 4172.819824
	Iteration 27Q: 3 clusters Score -593986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -593990.125000 Penalty: 4172.819824
	Iteration 28Q: 3 clusters Score -593990.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -593996.437500 Penalty: 4172.819824
	Iteration 29Q: 3 clusters Score -593996.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -594005.125000 Penalty: 4172.819824
	Iteration 30Q: 3 clusters Score -594005.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -594013.500000 Penalty: 4172.819824
	Iteration 31Q: 3 clusters Score -594013.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -594023.000000 Penalty: 4172.819824
	Iteration 32Q: 3 clusters Score -594023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -594032.562500 Penalty: 4172.819824
	Iteration 33Q: 3 clusters Score -594032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -594047.125000 Penalty: 4172.819824
	Iteration 34Q: 3 clusters Score -594047.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -594062.625000 Penalty: 4172.819824
	Iteration 35Q: 3 clusters Score -594062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -594072.875000 Penalty: 4172.819824
	Iteration 36Q: 3 clusters Score -594072.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -594080.375000 Penalty: 4172.819824
	Iteration 37Q: 3 clusters Score -594080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -594084.875000 Penalty: 4172.819824
	Iteration 38Q: 3 clusters Score -594084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -594091.625000 Penalty: 4172.819824
	Iteration 39Q: 3 clusters Score -594091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -594097.437500 Penalty: 4172.819824
	Iteration 40F: 3 clusters Score -594097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -594105.875000 Penalty: 4172.819824
	Iteration 41Q: 3 clusters Score -594105.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -594121.187500 Penalty: 4172.819824
	Iteration 42Q: 3 clusters Score -594121.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -594137.750000 Penalty: 4172.819824
	Iteration 43Q: 3 clusters Score -594137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -594150.250000 Penalty: 4172.819824
	Iteration 44Q: 3 clusters Score -594150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -594165.125000 Penalty: 4172.819824
	Iteration 45Q: 3 clusters Score -594165.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -594172.312500 Penalty: 4172.819824
	Iteration 46Q: 3 clusters Score -594172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -594177.625000 Penalty: 4172.819824
	Iteration 47Q: 3 clusters Score -594177.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -594184.187500 Penalty: 4172.819824
	Iteration 48Q: 3 clusters Score -594184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -594191.562500 Penalty: 4172.819824
	Iteration 49Q: 3 clusters Score -594191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -594202.875000 Penalty: 4172.819824
	Iteration 50Q: 3 clusters Score -594202.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -594215.750000 Penalty: 4172.819824
	Iteration 51Q: 3 clusters Score -594215.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -594224.125000 Penalty: 4172.819824
	Iteration 52Q: 3 clusters Score -594224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -594232.750000 Penalty: 4172.819824
	Iteration 53Q: 3 clusters Score -594232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -594238.250000 Penalty: 4172.819824
	Iteration 54Q: 3 clusters Score -594238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -594240.937500 Penalty: 4172.819824
	Iteration 55Q: 3 clusters Score -594240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -594245.062500 Penalty: 4172.819824
	Iteration 56Q: 3 clusters Score -594245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -594245.500000 Penalty: 4172.819824
	Iteration 57Q: 3 clusters Score -594245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -594247.187500 Penalty: 4172.819824
	Iteration 58Q: 3 clusters Score -594247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -594248.812500 Penalty: 4172.819824
	Iteration 59Q: 3 clusters Score -594248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -594249.625000 Penalty: 4172.819824
	Iteration 60F: 3 clusters Score -594249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -594250.437500 Penalty: 4172.819824
	Iteration 61Q: 3 clusters Score -594250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -594251.437500 Penalty: 4172.819824
	Iteration 62Q: 3 clusters Score -594251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -594250.812500 Penalty: 4172.819824
	Iteration 63Q: 3 clusters Score -594250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -594253.312500 Penalty: 4172.819824
	Iteration 64Q: 3 clusters Score -594253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -594255.250000 Penalty: 4172.819824
	Iteration 65Q: 3 clusters Score -594255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -594256.812500 Penalty: 4172.819824
	Iteration 66Q: 3 clusters Score -594256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -594258.062500 Penalty: 4172.819824
	Iteration 67Q: 3 clusters Score -594258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -594260.062500 Penalty: 4172.819824
	Iteration 68Q: 3 clusters Score -594260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -594262.437500 Penalty: 4172.819824
	Iteration 69Q: 3 clusters Score -594262.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -594268.562500 Penalty: 4172.819824
	Iteration 70Q: 3 clusters Score -594268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -594274.062500 Penalty: 4172.819824
	Iteration 71Q: 3 clusters Score -594274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -594278.625000 Penalty: 4172.819824
	Iteration 72Q: 3 clusters Score -594278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -594284.125000 Penalty: 4172.819824
	Iteration 73Q: 3 clusters Score -594284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -594287.562500 Penalty: 4172.819824
	Iteration 74Q: 3 clusters Score -594287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -594289.250000 Penalty: 4172.819824
	Iteration 75Q: 3 clusters Score -594289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -594292.000000 Penalty: 4172.819824
	Iteration 76Q: 3 clusters Score -594292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -594298.125000 Penalty: 4172.819824
	Iteration 77Q: 3 clusters Score -594298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -594306.062500 Penalty: 4172.819824
	Iteration 78Q: 3 clusters Score -594306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -594308.125000 Penalty: 4172.819824
	Iteration 79Q: 3 clusters Score -594308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -594312.312500 Penalty: 4172.819824
	Iteration 80F: 3 clusters Score -594312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -594316.937500 Penalty: 4172.819824
	Iteration 81Q: 3 clusters Score -594316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -594321.437500 Penalty: 4172.819824
	Iteration 82Q: 3 clusters Score -594321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -594328.687500 Penalty: 4172.819824
	Iteration 83Q: 3 clusters Score -594328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -594331.937500 Penalty: 4172.819824
	Iteration 84Q: 3 clusters Score -594331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -594335.000000 Penalty: 4172.819824
	Iteration 85Q: 3 clusters Score -594335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -594335.750000 Penalty: 4172.819824
	Iteration 86Q: 3 clusters Score -594335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -594339.000000 Penalty: 4172.819824
	Iteration 87Q: 3 clusters Score -594339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -594342.875000 Penalty: 4172.819824
	Iteration 88Q: 3 clusters Score -594342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -594346.187500 Penalty: 4172.819824
	Iteration 89Q: 3 clusters Score -594346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -594349.562500 Penalty: 4172.819824
	Iteration 90Q: 3 clusters Score -594349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -594352.125000 Penalty: 4172.819824
	Iteration 91Q: 3 clusters Score -594352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -594356.375000 Penalty: 4172.819824
	Iteration 92Q: 3 clusters Score -594356.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -594361.812500 Penalty: 4172.819824
	Iteration 93Q: 3 clusters Score -594361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -594366.125000 Penalty: 4172.819824
	Iteration 94Q: 3 clusters Score -594366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -594371.375000 Penalty: 4172.819824
	Iteration 95Q: 3 clusters Score -594371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -594375.000000 Penalty: 4172.819824
	Iteration 96Q: 3 clusters Score -594375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -594377.937500 Penalty: 4172.819824
	Iteration 97Q: 3 clusters Score -594377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -594380.562500 Penalty: 4172.819824
	Iteration 98Q: 3 clusters Score -594380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -594381.187500 Penalty: 4172.819824
	Iteration 99Q: 3 clusters Score -594381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -594383.000000 Penalty: 4172.819824
	Iteration 100F: 3 clusters Score -594383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -594387.625000 Penalty: 4172.819824
	Iteration 101Q: 3 clusters Score -594387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -594390.937500 Penalty: 4172.819824
	Iteration 102Q: 3 clusters Score -594390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -594393.875000 Penalty: 4172.819824
	Iteration 103Q: 3 clusters Score -594393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -594395.000000 Penalty: 4172.819824
	Iteration 104Q: 3 clusters Score -594395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -594397.000000 Penalty: 4172.819824
	Iteration 105Q: 3 clusters Score -594397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -594400.375000 Penalty: 4172.819824
	Iteration 106Q: 3 clusters Score -594400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -594402.687500 Penalty: 4172.819824
	Iteration 107Q: 3 clusters Score -594402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -594408.000000 Penalty: 4172.819824
	Iteration 108Q: 3 clusters Score -594408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -594414.625000 Penalty: 4172.819824
	Iteration 109Q: 3 clusters Score -594414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -594416.625000 Penalty: 4172.819824
	Iteration 110Q: 3 clusters Score -594416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -594417.500000 Penalty: 4172.819824
	Iteration 111Q: 3 clusters Score -594417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -594417.937500 Penalty: 4172.819824
	Iteration 112Q: 3 clusters Score -594417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -594419.062500 Penalty: 4172.819824
	Iteration 113Q: 3 clusters Score -594419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -594419.062500 Penalty: 4172.819824
	Iteration 114F: 3 clusters Score -594419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Entering Unmasked Estep 
Score: -7459162.500000 Penalty: 2708.021729
	Iteration 0F: 2 clusters Score -7459162 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 27345 members 
Entering Unmasked Estep 
Score: -7421945.500000 Penalty: 5416.043457
	Iteration 0F: 3 clusters Score -7421946 nChanged 25579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -7436459.500000 Penalty: 5416.043457
	Iteration 1F: 3 clusters Score -7436460 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7437464.000000 Penalty: 5416.043457
	Iteration 2Q: 3 clusters Score -7437464 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -7438691.000000 Penalty: 5416.043457
	Iteration 3Q: 3 clusters Score -7438691 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -7440453.500000 Penalty: 5416.043457
	Iteration 4F: 3 clusters Score -7440454 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -7442968.000000 Penalty: 5416.043457
	Iteration 5F: 3 clusters Score -7442968 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -7446241.500000 Penalty: 5416.043457
	Iteration 6F: 3 clusters Score -7446242 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7449958.500000 Penalty: 5416.043457
	Iteration 7F: 3 clusters Score -7449958 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7453180.500000 Penalty: 5416.043457
	Iteration 8F: 3 clusters Score -7453180 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7455184.500000 Penalty: 5416.043457
	Iteration 9Q: 3 clusters Score -7455184 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7456066.000000 Penalty: 5416.043457
	Iteration 10Q: 3 clusters Score -7456066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7456416.500000 Penalty: 5416.043457
	Iteration 11Q: 3 clusters Score -7456416 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7456576.000000 Penalty: 5416.043457
	Iteration 12Q: 3 clusters Score -7456576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7456663.000000 Penalty: 5416.043457
	Iteration 13Q: 3 clusters Score -7456663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7456689.500000 Penalty: 5416.043457
	Iteration 14Q: 3 clusters Score -7456690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7456717.000000 Penalty: 5416.043457
	Iteration 15Q: 3 clusters Score -7456717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7456737.500000 Penalty: 5416.043457
	Iteration 16Q: 3 clusters Score -7456738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7456740.000000 Penalty: 5416.043457
	Iteration 17Q: 3 clusters Score -7456740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7456751.500000 Penalty: 5416.043457
	Iteration 18Q: 3 clusters Score -7456752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7456766.000000 Penalty: 5416.043457
	Iteration 19Q: 3 clusters Score -7456766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7456765.000000 Penalty: 5416.043457
	Iteration 20F: 3 clusters Score -7456765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7456770.000000 Penalty: 5416.043457
	Iteration 21Q: 3 clusters Score -7456770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7456769.000000 Penalty: 5416.043457
	Iteration 22Q: 3 clusters Score -7456769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7456767.000000 Penalty: 5416.043457
	Iteration 23Q: 3 clusters Score -7456767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7456771.000000 Penalty: 5416.043457
	Iteration 24Q: 3 clusters Score -7456771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7456771.000000 Penalty: 5416.043457
	Iteration 25F: 3 clusters Score -7456771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -351194.156250 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -351194.2 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 1321 members 
Entering Unmasked Estep 
Score: -348146.937500 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -348146.9 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -348799.437500 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -348799.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -348946.468750 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -348946.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -349007.093750 Penalty: 3907.000977
	Iteration 3Q: 3 clusters Score -349007.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -349051.468750 Penalty: 3907.000977
	Iteration 4Q: 3 clusters Score -349051.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -349084.437500 Penalty: 3907.000977
	Iteration 5Q: 3 clusters Score -349084.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -349112.843750 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -349112.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -349141.312500 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -349141.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -349159.312500 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -349159.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -349172.531250 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -349172.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -349180.968750 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -349181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -349191.031250 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -349191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -349201.656250 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -349201.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -349210.406250 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -349210.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -349220.531250 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -349220.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -349225.062500 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -349225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -349230.031250 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -349230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -349234.843750 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -349234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349238.843750 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -349238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -349242.750000 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -349242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349245.375000 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -349245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349250.218750 Penalty: 3907.000977
	Iteration 21Q: 3 clusters Score -349250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -349253.062500 Penalty: 3907.000977
	Iteration 22Q: 3 clusters Score -349253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349257.968750 Penalty: 3907.000977
	Iteration 23Q: 3 clusters Score -349258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -349262.687500 Penalty: 3907.000977
	Iteration 24Q: 3 clusters Score -349262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -349268.281250 Penalty: 3907.000977
	Iteration 25Q: 3 clusters Score -349268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349272.250000 Penalty: 3907.000977
	Iteration 26Q: 3 clusters Score -349272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -349273.343750 Penalty: 3907.000977
	Iteration 27Q: 3 clusters Score -349273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -349274.406250 Penalty: 3907.000977
	Iteration 28Q: 3 clusters Score -349274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -349276.468750 Penalty: 3907.000977
	Iteration 29Q: 3 clusters Score -349276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349277.875000 Penalty: 3907.000977
	Iteration 30Q: 3 clusters Score -349277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349278.937500 Penalty: 3907.000977
	Iteration 31Q: 3 clusters Score -349278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -349281.968750 Penalty: 3907.000977
	Iteration 32Q: 3 clusters Score -349282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349284.375000 Penalty: 3907.000977
	Iteration 33Q: 3 clusters Score -349284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349285.687500 Penalty: 3907.000977
	Iteration 34Q: 3 clusters Score -349285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349286.562500 Penalty: 3907.000977
	Iteration 35Q: 3 clusters Score -349286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -349286.437500 Penalty: 3907.000977
	Iteration 36Q: 3 clusters Score -349286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349287.156250 Penalty: 3907.000977
	Iteration 37Q: 3 clusters Score -349287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349288.062500 Penalty: 3907.000977
	Iteration 38Q: 3 clusters Score -349288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349288.687500 Penalty: 3907.000977
	Iteration 39Q: 3 clusters Score -349288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349290.156250 Penalty: 3907.000977
	Iteration 40F: 3 clusters Score -349290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349290.968750 Penalty: 3907.000977
	Iteration 41Q: 3 clusters Score -349291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349293.562500 Penalty: 3907.000977
	Iteration 42Q: 3 clusters Score -349293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -349295.031250 Penalty: 3907.000977
	Iteration 43Q: 3 clusters Score -349295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349296.187500 Penalty: 3907.000977
	Iteration 44Q: 3 clusters Score -349296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -349296.093750 Penalty: 3907.000977
	Iteration 45Q: 3 clusters Score -349296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349296.500000 Penalty: 3907.000977
	Iteration 46Q: 3 clusters Score -349296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349296.500000 Penalty: 3907.000977
	Iteration 47F: 3 clusters Score -349296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58488.105469 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58488.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58740.218750 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58740.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58859.148438 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58859.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58925.488281 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -58925.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58986.496094 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -58986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59029.382812 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59029.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59043.351562 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59043.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59048.593750 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59048.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59056.136719 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -59056.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59069.183594 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -59069.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59084.960938 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -59084.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59106.812500 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -59106.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59129.535156 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -59129.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59178.636719 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -59178.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59301.843750 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -59301.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59318.847656 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -59318.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59352.082031 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -59352.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59378.835938 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -59378.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59402.332031 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -59402.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59424.246094 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -59424.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59449.738281 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -59449.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59470.406250 Penalty: 3073.436279
	Iteration 21Q: 3 clusters Score -59470.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59486.148438 Penalty: 3073.436279
	Iteration 22Q: 3 clusters Score -59486.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59494.304688 Penalty: 3073.436279
	Iteration 23Q: 3 clusters Score -59494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59505.097656 Penalty: 3073.436279
	Iteration 24Q: 3 clusters Score -59505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59518.000000 Penalty: 3073.436279
	Iteration 25Q: 3 clusters Score -59518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59526.394531 Penalty: 3073.436279
	Iteration 26Q: 3 clusters Score -59526.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59530.820312 Penalty: 3073.436279
	Iteration 27Q: 3 clusters Score -59530.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59541.585938 Penalty: 3073.436279
	Iteration 28Q: 3 clusters Score -59541.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59545.066406 Penalty: 3073.436279
	Iteration 29Q: 3 clusters Score -59545.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59549.976562 Penalty: 3073.436279
	Iteration 30Q: 3 clusters Score -59549.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59549.976562 Penalty: 3073.436279
	Iteration 31F: 3 clusters Score -59549.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Entering Unmasked Estep 
Score: -8196608.000000 Penalty: 2740.191162
	Iteration 0F: 2 clusters Score -8196608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -8154459.500000 Penalty: 5480.382324
	Iteration 0F: 3 clusters Score -8154460 nChanged 29347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -8171188.000000 Penalty: 5480.382324
	Iteration 1F: 3 clusters Score -8171188 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -8172174.500000 Penalty: 5480.382324
	Iteration 2Q: 3 clusters Score -8172174 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -8173397.500000 Penalty: 5480.382324
	Iteration 3Q: 3 clusters Score -8173398 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8175187.500000 Penalty: 5480.382324
	Iteration 4F: 3 clusters Score -8175188 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8177954.000000 Penalty: 5480.382324
	Iteration 5F: 3 clusters Score -8177954 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -8182019.000000 Penalty: 5480.382324
	Iteration 6F: 3 clusters Score -8182019 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -8186640.500000 Penalty: 5480.382324
	Iteration 7F: 3 clusters Score -8186640 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -8190459.500000 Penalty: 5480.382324
	Iteration 8F: 3 clusters Score -8190460 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8192724.500000 Penalty: 5480.382324
	Iteration 9Q: 3 clusters Score -8192724 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8193678.000000 Penalty: 5480.382324
	Iteration 10Q: 3 clusters Score -8193678 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8194084.000000 Penalty: 5480.382324
	Iteration 11Q: 3 clusters Score -8194084 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8194242.500000 Penalty: 5480.382324
	Iteration 12Q: 3 clusters Score -8194242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8194348.500000 Penalty: 5480.382324
	Iteration 13Q: 3 clusters Score -8194348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8194391.500000 Penalty: 5480.382324
	Iteration 14Q: 3 clusters Score -8194392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8194410.000000 Penalty: 5480.382324
	Iteration 15Q: 3 clusters Score -8194410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8194445.500000 Penalty: 5480.382324
	Iteration 16Q: 3 clusters Score -8194446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8194471.500000 Penalty: 5480.382324
	Iteration 17Q: 3 clusters Score -8194472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8194485.500000 Penalty: 5480.382324
	Iteration 18Q: 3 clusters Score -8194486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8194494.000000 Penalty: 5480.382324
	Iteration 19Q: 3 clusters Score -8194494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8194501.000000 Penalty: 5480.382324
	Iteration 20F: 3 clusters Score -8194501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8194501.000000 Penalty: 5480.382324
	Iteration 21Q: 3 clusters Score -8194501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8194501.000000 Penalty: 5480.382324
	Iteration 22F: 3 clusters Score -8194501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193938 members 
Entering Unmasked Estep 
Score: -26175550.000000 Penalty: 3019.472900
	Iteration 0F: 2 clusters Score -2.617555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -26065040.000000 Penalty: 6038.945801
	Iteration 0F: 3 clusters Score -2.606504e+07 nChanged 93443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -26119636.000000 Penalty: 6038.945801
	Iteration 1F: 3 clusters Score -2.611964e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -26120936.000000 Penalty: 6038.945801
	Iteration 2Q: 3 clusters Score -2.612094e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -26122774.000000 Penalty: 6038.945801
	Iteration 3Q: 3 clusters Score -2.612277e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -26126082.000000 Penalty: 6038.945801
	Iteration 4Q: 3 clusters Score -2.612608e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -26131176.000000 Penalty: 6038.945801
	Iteration 5F: 3 clusters Score -2.613118e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -26138924.000000 Penalty: 6038.945801
	Iteration 6F: 3 clusters Score -2.613892e+07 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 131325 members 
Entering Unmasked Estep 
Score: -26148764.000000 Penalty: 6038.945801
	Iteration 7F: 3 clusters Score -2.614876e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 140392 members 
Entering Unmasked Estep 
Score: -26159740.000000 Penalty: 6038.945801
	Iteration 8F: 3 clusters Score -2.615974e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -26168900.000000 Penalty: 6038.945801
	Iteration 9F: 3 clusters Score -2.61689e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -26174296.000000 Penalty: 6038.945801
	Iteration 10Q: 3 clusters Score -2.61743e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -26176842.000000 Penalty: 6038.945801
	Iteration 11Q: 3 clusters Score -2.617684e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -26177808.000000 Penalty: 6038.945801
	Iteration 12Q: 3 clusters Score -2.617781e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -26178390.000000 Penalty: 6038.945801
	Iteration 13Q: 3 clusters Score -2.617839e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -26178640.000000 Penalty: 6038.945801
	Iteration 14Q: 3 clusters Score -2.617864e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -26178804.000000 Penalty: 6038.945801
	Iteration 15Q: 3 clusters Score -2.61788e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 165587 members 
Entering Unmasked Estep 
Score: -26178602.000000 Penalty: 6038.945801
	Iteration 16Q: 3 clusters Score -2.61786e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -26178492.000000 Penalty: 6038.945801
	Iteration 17Q: 3 clusters Score -2.617849e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -26178390.000000 Penalty: 6038.945801
	Iteration 18Q: 3 clusters Score -2.617839e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -26178374.000000 Penalty: 6038.945801
	Iteration 19Q: 3 clusters Score -2.617837e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -26178390.000000 Penalty: 6038.945801
	Iteration 20F: 3 clusters Score -2.617839e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -26178254.000000 Penalty: 6038.945801
	Iteration 21Q: 3 clusters Score -2.617825e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -26178002.000000 Penalty: 6038.945801
	Iteration 22Q: 3 clusters Score -2.6178e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -26177958.000000 Penalty: 6038.945801
	Iteration 23Q: 3 clusters Score -2.617796e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -26177800.000000 Penalty: 6038.945801
	Iteration 24Q: 3 clusters Score -2.61778e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -26177600.000000 Penalty: 6038.945801
	Iteration 25Q: 3 clusters Score -2.61776e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -26177348.000000 Penalty: 6038.945801
	Iteration 26Q: 3 clusters Score -2.617735e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -26177256.000000 Penalty: 6038.945801
	Iteration 27Q: 3 clusters Score -2.617726e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 180201 members 
Entering Unmasked Estep 
Score: -26177212.000000 Penalty: 6038.945801
	Iteration 28Q: 3 clusters Score -2.617721e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -26176872.000000 Penalty: 6038.945801
	Iteration 29Q: 3 clusters Score -2.617687e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 181953 members 
Entering Unmasked Estep 
Score: -26176702.000000 Penalty: 6038.945801
	Iteration 30Q: 3 clusters Score -2.61767e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 182725 members 
Entering Unmasked Estep 
Score: -26176694.000000 Penalty: 6038.945801
	Iteration 31Q: 3 clusters Score -2.617669e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -26176392.000000 Penalty: 6038.945801
	Iteration 32Q: 3 clusters Score -2.617639e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 184203 members 
Entering Unmasked Estep 
Score: -26176190.000000 Penalty: 6038.945801
	Iteration 33Q: 3 clusters Score -2.617619e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 184882 members 
Entering Unmasked Estep 
Score: -26175944.000000 Penalty: 6038.945801
	Iteration 34Q: 3 clusters Score -2.617594e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 185533 members 
Entering Unmasked Estep 
Score: -26175680.000000 Penalty: 6038.945801
	Iteration 35Q: 3 clusters Score -2.617568e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 186129 members 
Entering Unmasked Estep 
Score: -26175544.000000 Penalty: 6038.945801
	Iteration 36Q: 3 clusters Score -2.617554e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -26175368.000000 Penalty: 6038.945801
	Iteration 37Q: 3 clusters Score -2.617537e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 187189 members 
Entering Unmasked Estep 
Score: -26175172.000000 Penalty: 6038.945801
	Iteration 38Q: 3 clusters Score -2.617517e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 187652 members 
Entering Unmasked Estep 
Score: -26175002.000000 Penalty: 6038.945801
	Iteration 39Q: 3 clusters Score -2.6175e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 188089 members 
Entering Unmasked Estep 
Score: -26174830.000000 Penalty: 6038.945801
	Iteration 40F: 3 clusters Score -2.617483e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 188507 members 
Entering Unmasked Estep 
Score: -26174732.000000 Penalty: 6038.945801
	Iteration 41Q: 3 clusters Score -2.617473e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 188910 members 
Entering Unmasked Estep 
Score: -26174748.000000 Penalty: 6038.945801
	Iteration 42Q: 3 clusters Score -2.617475e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -26174636.000000 Penalty: 6038.945801
	Iteration 43Q: 3 clusters Score -2.617464e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 189605 members 
Entering Unmasked Estep 
Score: -26174508.000000 Penalty: 6038.945801
	Iteration 44Q: 3 clusters Score -2.617451e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 189916 members 
Entering Unmasked Estep 
Score: -26174370.000000 Penalty: 6038.945801
	Iteration 45Q: 3 clusters Score -2.617437e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -26174258.000000 Penalty: 6038.945801
	Iteration 46Q: 3 clusters Score -2.617426e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 190492 members 
Entering Unmasked Estep 
Score: -26174172.000000 Penalty: 6038.945801
	Iteration 47Q: 3 clusters Score -2.617417e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 190739 members 
Entering Unmasked Estep 
Score: -26174078.000000 Penalty: 6038.945801
	Iteration 48Q: 3 clusters Score -2.617408e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 190985 members 
Entering Unmasked Estep 
Score: -26173984.000000 Penalty: 6038.945801
	Iteration 49Q: 3 clusters Score -2.617398e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -26173930.000000 Penalty: 6038.945801
	Iteration 50Q: 3 clusters Score -2.617393e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -26173890.000000 Penalty: 6038.945801
	Iteration 51Q: 3 clusters Score -2.617389e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 191570 members 
Entering Unmasked Estep 
Score: -26173872.000000 Penalty: 6038.945801
	Iteration 52Q: 3 clusters Score -2.617387e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 191742 members 
Entering Unmasked Estep 
Score: -26173750.000000 Penalty: 6038.945801
	Iteration 53Q: 3 clusters Score -2.617375e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 191880 members 
Entering Unmasked Estep 
Score: -26173676.000000 Penalty: 6038.945801
	Iteration 54Q: 3 clusters Score -2.617368e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 192011 members 
Entering Unmasked Estep 
Score: -26173638.000000 Penalty: 6038.945801
	Iteration 55Q: 3 clusters Score -2.617364e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 192128 members 
Entering Unmasked Estep 
Score: -26173656.000000 Penalty: 6038.945801
	Iteration 56Q: 3 clusters Score -2.617366e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 192237 members 
Entering Unmasked Estep 
Score: -26173716.000000 Penalty: 6038.945801
	Iteration 57Q: 3 clusters Score -2.617372e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -26173668.000000 Penalty: 6038.945801
	Iteration 58Q: 3 clusters Score -2.617367e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 192430 members 
Entering Unmasked Estep 
Score: -26173646.000000 Penalty: 6038.945801
	Iteration 59Q: 3 clusters Score -2.617365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 192500 members 
Entering Unmasked Estep 
Score: -26173630.000000 Penalty: 6038.945801
	Iteration 60F: 3 clusters Score -2.617363e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -26173608.000000 Penalty: 6038.945801
	Iteration 61Q: 3 clusters Score -2.617361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -26173604.000000 Penalty: 6038.945801
	Iteration 62Q: 3 clusters Score -2.61736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 192648 members 
Entering Unmasked Estep 
Score: -26173612.000000 Penalty: 6038.945801
	Iteration 63Q: 3 clusters Score -2.617361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 192685 members 
Entering Unmasked Estep 
Score: -26173582.000000 Penalty: 6038.945801
	Iteration 64Q: 3 clusters Score -2.617358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -26173560.000000 Penalty: 6038.945801
	Iteration 65Q: 3 clusters Score -2.617356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -26173562.000000 Penalty: 6038.945801
	Iteration 66Q: 3 clusters Score -2.617356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 192791 members 
Entering Unmasked Estep 
Score: -26173560.000000 Penalty: 6038.945801
	Iteration 67Q: 3 clusters Score -2.617356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 192818 members 
Entering Unmasked Estep 
Score: -26173598.000000 Penalty: 6038.945801
	Iteration 68Q: 3 clusters Score -2.61736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 192842 members 
Entering Unmasked Estep 
Score: -26173574.000000 Penalty: 6038.945801
	Iteration 69Q: 3 clusters Score -2.617357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 192866 members 
Entering Unmasked Estep 
Score: -26173560.000000 Penalty: 6038.945801
	Iteration 70Q: 3 clusters Score -2.617356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -26173552.000000 Penalty: 6038.945801
	Iteration 71Q: 3 clusters Score -2.617355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -26173558.000000 Penalty: 6038.945801
	Iteration 72Q: 3 clusters Score -2.617356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 192922 members 
Entering Unmasked Estep 
Score: -26173534.000000 Penalty: 6038.945801
	Iteration 73Q: 3 clusters Score -2.617353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 192933 members 
Entering Unmasked Estep 
Score: -26173530.000000 Penalty: 6038.945801
	Iteration 74Q: 3 clusters Score -2.617353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -26173532.000000 Penalty: 6038.945801
	Iteration 75Q: 3 clusters Score -2.617353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 192952 members 
Entering Unmasked Estep 
Score: -26173530.000000 Penalty: 6038.945801
	Iteration 76Q: 3 clusters Score -2.617353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -26173514.000000 Penalty: 6038.945801
	Iteration 77Q: 3 clusters Score -2.617351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -26173516.000000 Penalty: 6038.945801
	Iteration 78Q: 3 clusters Score -2.617352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -26173492.000000 Penalty: 6038.945801
	Iteration 79Q: 3 clusters Score -2.617349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 192987 members 
Entering Unmasked Estep 
Score: -26173536.000000 Penalty: 6038.945801
	Iteration 80F: 3 clusters Score -2.617354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 192997 members 
Entering Unmasked Estep 
Score: -26173524.000000 Penalty: 6038.945801
	Iteration 81Q: 3 clusters Score -2.617352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 193006 members 
Entering Unmasked Estep 
Score: -26173540.000000 Penalty: 6038.945801
	Iteration 82Q: 3 clusters Score -2.617354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 193026 members 
Entering Unmasked Estep 
Score: -26173526.000000 Penalty: 6038.945801
	Iteration 83Q: 3 clusters Score -2.617353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 193046 members 
Entering Unmasked Estep 
Score: -26173510.000000 Penalty: 6038.945801
	Iteration 84Q: 3 clusters Score -2.617351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -26173516.000000 Penalty: 6038.945801
	Iteration 85Q: 3 clusters Score -2.617352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -26173502.000000 Penalty: 6038.945801
	Iteration 86Q: 3 clusters Score -2.61735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 193079 members 
Entering Unmasked Estep 
Score: -26173502.000000 Penalty: 6038.945801
	Iteration 87Q: 3 clusters Score -2.61735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 193085 members 
Entering Unmasked Estep 
Score: -26173512.000000 Penalty: 6038.945801
	Iteration 88Q: 3 clusters Score -2.617351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 193093 members 
Entering Unmasked Estep 
Score: -26173506.000000 Penalty: 6038.945801
	Iteration 89Q: 3 clusters Score -2.617351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
Score: -26173486.000000 Penalty: 6038.945801
	Iteration 90Q: 3 clusters Score -2.617349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 193103 members 
Entering Unmasked Estep 
Score: -26173522.000000 Penalty: 6038.945801
	Iteration 91Q: 3 clusters Score -2.617352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 193109 members 
Entering Unmasked Estep 
Score: -26173510.000000 Penalty: 6038.945801
	Iteration 92Q: 3 clusters Score -2.617351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -26173506.000000 Penalty: 6038.945801
	Iteration 93Q: 3 clusters Score -2.617351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -26173514.000000 Penalty: 6038.945801
	Iteration 94Q: 3 clusters Score -2.617351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -26173502.000000 Penalty: 6038.945801
	Iteration 95Q: 3 clusters Score -2.61735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -26173502.000000 Penalty: 6038.945801
	Iteration 96F: 3 clusters Score -2.61735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Entering Unmasked Estep 
Score: -22506074.000000 Penalty: 2984.031738
	Iteration 0F: 2 clusters Score -2.250607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -22396672.000000 Penalty: 5968.063477
	Iteration 0F: 3 clusters Score -2.239667e+07 nChanged 80281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -22444746.000000 Penalty: 5968.063477
	Iteration 1F: 3 clusters Score -2.244475e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -22447798.000000 Penalty: 5968.063477
	Iteration 2Q: 3 clusters Score -2.24478e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -22452492.000000 Penalty: 5968.063477
	Iteration 3Q: 3 clusters Score -2.245249e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -22459676.000000 Penalty: 5968.063477
	Iteration 4F: 3 clusters Score -2.245968e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -22468726.000000 Penalty: 5968.063477
	Iteration 5F: 3 clusters Score -2.246873e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -22478224.000000 Penalty: 5968.063477
	Iteration 6F: 3 clusters Score -2.247822e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -22486856.000000 Penalty: 5968.063477
	Iteration 7F: 3 clusters Score -2.248686e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -22492282.000000 Penalty: 5968.063477
	Iteration 8F: 3 clusters Score -2.249228e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -22494996.000000 Penalty: 5968.063477
	Iteration 9Q: 3 clusters Score -2.2495e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -22496192.000000 Penalty: 5968.063477
	Iteration 10Q: 3 clusters Score -2.249619e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -22497184.000000 Penalty: 5968.063477
	Iteration 11Q: 3 clusters Score -2.249718e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -22497892.000000 Penalty: 5968.063477
	Iteration 12Q: 3 clusters Score -2.249789e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -22498558.000000 Penalty: 5968.063477
	Iteration 13Q: 3 clusters Score -2.249856e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -22498882.000000 Penalty: 5968.063477
	Iteration 14Q: 3 clusters Score -2.249888e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -22499228.000000 Penalty: 5968.063477
	Iteration 15Q: 3 clusters Score -2.249923e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -22499466.000000 Penalty: 5968.063477
	Iteration 16Q: 3 clusters Score -2.249947e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -22499696.000000 Penalty: 5968.063477
	Iteration 17Q: 3 clusters Score -2.24997e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -22499968.000000 Penalty: 5968.063477
	Iteration 18Q: 3 clusters Score -2.249997e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -22500192.000000 Penalty: 5968.063477
	Iteration 19Q: 3 clusters Score -2.250019e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -22500428.000000 Penalty: 5968.063477
	Iteration 20F: 3 clusters Score -2.250043e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -22500546.000000 Penalty: 5968.063477
	Iteration 21Q: 3 clusters Score -2.250055e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -22500752.000000 Penalty: 5968.063477
	Iteration 22Q: 3 clusters Score -2.250075e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -22500926.000000 Penalty: 5968.063477
	Iteration 23Q: 3 clusters Score -2.250093e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -22501078.000000 Penalty: 5968.063477
	Iteration 24Q: 3 clusters Score -2.250108e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -22501272.000000 Penalty: 5968.063477
	Iteration 25Q: 3 clusters Score -2.250127e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -22501410.000000 Penalty: 5968.063477
	Iteration 26Q: 3 clusters Score -2.250141e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -22501596.000000 Penalty: 5968.063477
	Iteration 27Q: 3 clusters Score -2.25016e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 117731 members 
Entering Unmasked Estep 
Score: -22501706.000000 Penalty: 5968.063477
	Iteration 28Q: 3 clusters Score -2.250171e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -22501904.000000 Penalty: 5968.063477
	Iteration 29Q: 3 clusters Score -2.25019e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -22502046.000000 Penalty: 5968.063477
	Iteration 30Q: 3 clusters Score -2.250205e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 120346 members 
Entering Unmasked Estep 
Score: -22502238.000000 Penalty: 5968.063477
	Iteration 31Q: 3 clusters Score -2.250224e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 121231 members 
Entering Unmasked Estep 
Score: -22502526.000000 Penalty: 5968.063477
	Iteration 32Q: 3 clusters Score -2.250253e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -22502692.000000 Penalty: 5968.063477
	Iteration 33Q: 3 clusters Score -2.250269e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -22502802.000000 Penalty: 5968.063477
	Iteration 34Q: 3 clusters Score -2.25028e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -22502862.000000 Penalty: 5968.063477
	Iteration 35Q: 3 clusters Score -2.250286e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -22503052.000000 Penalty: 5968.063477
	Iteration 36Q: 3 clusters Score -2.250305e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 125443 members 
Entering Unmasked Estep 
Score: -22503286.000000 Penalty: 5968.063477
	Iteration 37Q: 3 clusters Score -2.250329e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -22503476.000000 Penalty: 5968.063477
	Iteration 38Q: 3 clusters Score -2.250348e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -22503570.000000 Penalty: 5968.063477
	Iteration 39Q: 3 clusters Score -2.250357e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 127500 members 
Entering Unmasked Estep 
Score: -22503598.000000 Penalty: 5968.063477
	Iteration 40F: 3 clusters Score -2.25036e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -22503744.000000 Penalty: 5968.063477
	Iteration 41Q: 3 clusters Score -2.250374e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 128699 members 
Entering Unmasked Estep 
Score: -22503854.000000 Penalty: 5968.063477
	Iteration 42Q: 3 clusters Score -2.250385e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 129274 members 
Entering Unmasked Estep 
Score: -22503960.000000 Penalty: 5968.063477
	Iteration 43Q: 3 clusters Score -2.250396e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -22504092.000000 Penalty: 5968.063477
	Iteration 44Q: 3 clusters Score -2.250409e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 130392 members 
Entering Unmasked Estep 
Score: -22504178.000000 Penalty: 5968.063477
	Iteration 45Q: 3 clusters Score -2.250418e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -22504330.000000 Penalty: 5968.063477
	Iteration 46Q: 3 clusters Score -2.250433e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -22504424.000000 Penalty: 5968.063477
	Iteration 47Q: 3 clusters Score -2.250442e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -22504506.000000 Penalty: 5968.063477
	Iteration 48Q: 3 clusters Score -2.250451e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 132582 members 
Entering Unmasked Estep 
Score: -22504614.000000 Penalty: 5968.063477
	Iteration 49Q: 3 clusters Score -2.250461e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -22504684.000000 Penalty: 5968.063477
	Iteration 50Q: 3 clusters Score -2.250468e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -22504838.000000 Penalty: 5968.063477
	Iteration 51Q: 3 clusters Score -2.250484e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 134248 members 
Entering Unmasked Estep 
Score: -22504956.000000 Penalty: 5968.063477
	Iteration 52Q: 3 clusters Score -2.250496e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -22505128.000000 Penalty: 5968.063477
	Iteration 53Q: 3 clusters Score -2.250513e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -22505222.000000 Penalty: 5968.063477
	Iteration 54Q: 3 clusters Score -2.250522e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -22505444.000000 Penalty: 5968.063477
	Iteration 55Q: 3 clusters Score -2.250544e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -22505556.000000 Penalty: 5968.063477
	Iteration 56Q: 3 clusters Score -2.250556e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -22505628.000000 Penalty: 5968.063477
	Iteration 57Q: 3 clusters Score -2.250563e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -22505736.000000 Penalty: 5968.063477
	Iteration 58Q: 3 clusters Score -2.250574e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -22505808.000000 Penalty: 5968.063477
	Iteration 59Q: 3 clusters Score -2.250581e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -22506030.000000 Penalty: 5968.063477
	Iteration 60F: 3 clusters Score -2.250603e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -22506178.000000 Penalty: 5968.063477
	Iteration 61Q: 3 clusters Score -2.250618e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -22506280.000000 Penalty: 5968.063477
	Iteration 62Q: 3 clusters Score -2.250628e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -22506350.000000 Penalty: 5968.063477
	Iteration 63Q: 3 clusters Score -2.250635e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -22506450.000000 Penalty: 5968.063477
	Iteration 64Q: 3 clusters Score -2.250645e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -22506700.000000 Penalty: 5968.063477
	Iteration 65Q: 3 clusters Score -2.25067e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -22506684.000000 Penalty: 5968.063477
	Iteration 66Q: 3 clusters Score -2.250668e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 145323 members 
Entering Unmasked Estep 
Score: -22506638.000000 Penalty: 5968.063477
	Iteration 67Q: 3 clusters Score -2.250664e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 146208 members 
Entering Unmasked Estep 
Score: -22506652.000000 Penalty: 5968.063477
	Iteration 68Q: 3 clusters Score -2.250665e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -22506828.000000 Penalty: 5968.063477
	Iteration 69Q: 3 clusters Score -2.250683e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 147903 members 
Entering Unmasked Estep 
Score: -22506904.000000 Penalty: 5968.063477
	Iteration 70Q: 3 clusters Score -2.25069e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -22506850.000000 Penalty: 5968.063477
	Iteration 71Q: 3 clusters Score -2.250685e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -22506932.000000 Penalty: 5968.063477
	Iteration 72Q: 3 clusters Score -2.250693e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -22506994.000000 Penalty: 5968.063477
	Iteration 73Q: 3 clusters Score -2.250699e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -22507072.000000 Penalty: 5968.063477
	Iteration 74Q: 3 clusters Score -2.250707e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -22507082.000000 Penalty: 5968.063477
	Iteration 75Q: 3 clusters Score -2.250708e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -22507026.000000 Penalty: 5968.063477
	Iteration 76Q: 3 clusters Score -2.250703e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -22507002.000000 Penalty: 5968.063477
	Iteration 77Q: 3 clusters Score -2.2507e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -22506934.000000 Penalty: 5968.063477
	Iteration 78Q: 3 clusters Score -2.250693e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -22506818.000000 Penalty: 5968.063477
	Iteration 79Q: 3 clusters Score -2.250682e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -22506818.000000 Penalty: 5968.063477
	Iteration 80F: 3 clusters Score -2.250682e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -22506764.000000 Penalty: 5968.063477
	Iteration 81Q: 3 clusters Score -2.250676e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -22506758.000000 Penalty: 5968.063477
	Iteration 82Q: 3 clusters Score -2.250676e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -22506680.000000 Penalty: 5968.063477
	Iteration 83Q: 3 clusters Score -2.250668e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 156679 members 
Entering Unmasked Estep 
Score: -22506636.000000 Penalty: 5968.063477
	Iteration 84Q: 3 clusters Score -2.250664e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 157081 members 
Entering Unmasked Estep 
Score: -22506578.000000 Penalty: 5968.063477
	Iteration 85Q: 3 clusters Score -2.250658e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -22506606.000000 Penalty: 5968.063477
	Iteration 86Q: 3 clusters Score -2.250661e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 157863 members 
Entering Unmasked Estep 
Score: -22506606.000000 Penalty: 5968.063477
	Iteration 87Q: 3 clusters Score -2.250661e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -22506594.000000 Penalty: 5968.063477
	Iteration 88Q: 3 clusters Score -2.250659e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -22506530.000000 Penalty: 5968.063477
	Iteration 89Q: 3 clusters Score -2.250653e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -22506528.000000 Penalty: 5968.063477
	Iteration 90Q: 3 clusters Score -2.250653e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -22506510.000000 Penalty: 5968.063477
	Iteration 91Q: 3 clusters Score -2.250651e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -22506490.000000 Penalty: 5968.063477
	Iteration 92Q: 3 clusters Score -2.250649e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -22506524.000000 Penalty: 5968.063477
	Iteration 93Q: 3 clusters Score -2.250652e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -22506508.000000 Penalty: 5968.063477
	Iteration 94Q: 3 clusters Score -2.250651e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -22506430.000000 Penalty: 5968.063477
	Iteration 95Q: 3 clusters Score -2.250643e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -22506348.000000 Penalty: 5968.063477
	Iteration 96Q: 3 clusters Score -2.250635e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -22506284.000000 Penalty: 5968.063477
	Iteration 97Q: 3 clusters Score -2.250628e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -22506226.000000 Penalty: 5968.063477
	Iteration 98Q: 3 clusters Score -2.250623e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -22506226.000000 Penalty: 5968.063477
	Iteration 99Q: 3 clusters Score -2.250623e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -22506218.000000 Penalty: 5968.063477
	Iteration 100F: 3 clusters Score -2.250622e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 161573 members 
Entering Unmasked Estep 
Score: -22506158.000000 Penalty: 5968.063477
	Iteration 101Q: 3 clusters Score -2.250616e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -22506076.000000 Penalty: 5968.063477
	Iteration 102Q: 3 clusters Score -2.250608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -22506006.000000 Penalty: 5968.063477
	Iteration 103Q: 3 clusters Score -2.250601e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -22506026.000000 Penalty: 5968.063477
	Iteration 104Q: 3 clusters Score -2.250603e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -22505958.000000 Penalty: 5968.063477
	Iteration 105Q: 3 clusters Score -2.250596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -22505940.000000 Penalty: 5968.063477
	Iteration 106Q: 3 clusters Score -2.250594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -22505944.000000 Penalty: 5968.063477
	Iteration 107Q: 3 clusters Score -2.250594e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -22505900.000000 Penalty: 5968.063477
	Iteration 108Q: 3 clusters Score -2.25059e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -22505858.000000 Penalty: 5968.063477
	Iteration 109Q: 3 clusters Score -2.250586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 162772 members 
Entering Unmasked Estep 
Score: -22505826.000000 Penalty: 5968.063477
	Iteration 110Q: 3 clusters Score -2.250583e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -22505762.000000 Penalty: 5968.063477
	Iteration 111Q: 3 clusters Score -2.250576e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -22505750.000000 Penalty: 5968.063477
	Iteration 112Q: 3 clusters Score -2.250575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -22505712.000000 Penalty: 5968.063477
	Iteration 113Q: 3 clusters Score -2.250571e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -22505678.000000 Penalty: 5968.063477
	Iteration 114Q: 3 clusters Score -2.250568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -22505678.000000 Penalty: 5968.063477
	Iteration 115Q: 3 clusters Score -2.250568e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -22505652.000000 Penalty: 5968.063477
	Iteration 116Q: 3 clusters Score -2.250565e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -22505638.000000 Penalty: 5968.063477
	Iteration 117Q: 3 clusters Score -2.250564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -22505626.000000 Penalty: 5968.063477
	Iteration 118Q: 3 clusters Score -2.250563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -22505618.000000 Penalty: 5968.063477
	Iteration 119Q: 3 clusters Score -2.250562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -22505594.000000 Penalty: 5968.063477
	Iteration 120F: 3 clusters Score -2.250559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -22505560.000000 Penalty: 5968.063477
	Iteration 121Q: 3 clusters Score -2.250556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -22505554.000000 Penalty: 5968.063477
	Iteration 122Q: 3 clusters Score -2.250555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -22505576.000000 Penalty: 5968.063477
	Iteration 123Q: 3 clusters Score -2.250558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -22505566.000000 Penalty: 5968.063477
	Iteration 124Q: 3 clusters Score -2.250557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -22505554.000000 Penalty: 5968.063477
	Iteration 125Q: 3 clusters Score -2.250555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 163594 members 
Entering Unmasked Estep 
Score: -22505558.000000 Penalty: 5968.063477
	Iteration 126Q: 3 clusters Score -2.250556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 163615 members 
Entering Unmasked Estep 
Score: -22505556.000000 Penalty: 5968.063477
	Iteration 127Q: 3 clusters Score -2.250556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -22505568.000000 Penalty: 5968.063477
	Iteration 128Q: 3 clusters Score -2.250557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -22505572.000000 Penalty: 5968.063477
	Iteration 129Q: 3 clusters Score -2.250557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -22505550.000000 Penalty: 5968.063477
	Iteration 130Q: 3 clusters Score -2.250555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -22505532.000000 Penalty: 5968.063477
	Iteration 131Q: 3 clusters Score -2.250553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -22505526.000000 Penalty: 5968.063477
	Iteration 132Q: 3 clusters Score -2.250553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -22505534.000000 Penalty: 5968.063477
	Iteration 133Q: 3 clusters Score -2.250553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -22505548.000000 Penalty: 5968.063477
	Iteration 134Q: 3 clusters Score -2.250555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -22505538.000000 Penalty: 5968.063477
	Iteration 135Q: 3 clusters Score -2.250554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -22505532.000000 Penalty: 5968.063477
	Iteration 136Q: 3 clusters Score -2.250553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 163791 members 
Entering Unmasked Estep 
Score: -22505562.000000 Penalty: 5968.063477
	Iteration 137Q: 3 clusters Score -2.250556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -22505536.000000 Penalty: 5968.063477
	Iteration 138Q: 3 clusters Score -2.250554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -22505550.000000 Penalty: 5968.063477
	Iteration 139Q: 3 clusters Score -2.250555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 163832 members 
Entering Unmasked Estep 
Score: -22505510.000000 Penalty: 5968.063477
	Iteration 140F: 3 clusters Score -2.250551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -22505512.000000 Penalty: 5968.063477
	Iteration 141Q: 3 clusters Score -2.250551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -22505522.000000 Penalty: 5968.063477
	Iteration 142Q: 3 clusters Score -2.250552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 163890 members 
Entering Unmasked Estep 
Score: -22505506.000000 Penalty: 5968.063477
	Iteration 143Q: 3 clusters Score -2.250551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -22505496.000000 Penalty: 5968.063477
	Iteration 144Q: 3 clusters Score -2.25055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -22505482.000000 Penalty: 5968.063477
	Iteration 145Q: 3 clusters Score -2.250548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -22505480.000000 Penalty: 5968.063477
	Iteration 146Q: 3 clusters Score -2.250548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -22505490.000000 Penalty: 5968.063477
	Iteration 147Q: 3 clusters Score -2.250549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -22505470.000000 Penalty: 5968.063477
	Iteration 148Q: 3 clusters Score -2.250547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -22505464.000000 Penalty: 5968.063477
	Iteration 149Q: 3 clusters Score -2.250546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -22505460.000000 Penalty: 5968.063477
	Iteration 150Q: 3 clusters Score -2.250546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22505462.000000 Penalty: 5968.063477
	Iteration 151Q: 3 clusters Score -2.250546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -22505454.000000 Penalty: 5968.063477
	Iteration 152Q: 3 clusters Score -2.250545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -22505442.000000 Penalty: 5968.063477
	Iteration 153Q: 3 clusters Score -2.250544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -22505440.000000 Penalty: 5968.063477
	Iteration 154Q: 3 clusters Score -2.250544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -22505464.000000 Penalty: 5968.063477
	Iteration 155Q: 3 clusters Score -2.250546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -22505432.000000 Penalty: 5968.063477
	Iteration 156Q: 3 clusters Score -2.250543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -22505430.000000 Penalty: 5968.063477
	Iteration 157Q: 3 clusters Score -2.250543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -22505404.000000 Penalty: 5968.063477
	Iteration 158Q: 3 clusters Score -2.25054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -22505400.000000 Penalty: 5968.063477
	Iteration 159Q: 3 clusters Score -2.25054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -22505406.000000 Penalty: 5968.063477
	Iteration 160F: 3 clusters Score -2.250541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -22505398.000000 Penalty: 5968.063477
	Iteration 161Q: 3 clusters Score -2.25054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -22505390.000000 Penalty: 5968.063477
	Iteration 162Q: 3 clusters Score -2.250539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -22505384.000000 Penalty: 5968.063477
	Iteration 163Q: 3 clusters Score -2.250538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -22505384.000000 Penalty: 5968.063477
	Iteration 164Q: 3 clusters Score -2.250538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -22505374.000000 Penalty: 5968.063477
	Iteration 165Q: 3 clusters Score -2.250537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -22505382.000000 Penalty: 5968.063477
	Iteration 166Q: 3 clusters Score -2.250538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 164356 members 
Entering Unmasked Estep 
Score: -22505374.000000 Penalty: 5968.063477
	Iteration 167Q: 3 clusters Score -2.250537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 164369 members 
Entering Unmasked Estep 
Score: -22505380.000000 Penalty: 5968.063477
	Iteration 168Q: 3 clusters Score -2.250538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -22505342.000000 Penalty: 5968.063477
	Iteration 169Q: 3 clusters Score -2.250534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -22505356.000000 Penalty: 5968.063477
	Iteration 170Q: 3 clusters Score -2.250536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -22505350.000000 Penalty: 5968.063477
	Iteration 171Q: 3 clusters Score -2.250535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -22505348.000000 Penalty: 5968.063477
	Iteration 172Q: 3 clusters Score -2.250535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 164430 members 
Entering Unmasked Estep 
Score: -22505332.000000 Penalty: 5968.063477
	Iteration 173Q: 3 clusters Score -2.250533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 164447 members 
Entering Unmasked Estep 
Score: -22505342.000000 Penalty: 5968.063477
	Iteration 174Q: 3 clusters Score -2.250534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 164462 members 
Entering Unmasked Estep 
Score: -22505344.000000 Penalty: 5968.063477
	Iteration 175Q: 3 clusters Score -2.250534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -22505338.000000 Penalty: 5968.063477
	Iteration 176Q: 3 clusters Score -2.250534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -22505330.000000 Penalty: 5968.063477
	Iteration 177Q: 3 clusters Score -2.250533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -22505310.000000 Penalty: 5968.063477
	Iteration 178Q: 3 clusters Score -2.250531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -22505300.000000 Penalty: 5968.063477
	Iteration 179Q: 3 clusters Score -2.25053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -22505306.000000 Penalty: 5968.063477
	Iteration 180F: 3 clusters Score -2.250531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -22505306.000000 Penalty: 5968.063477
	Iteration 181Q: 3 clusters Score -2.250531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -22505306.000000 Penalty: 5968.063477
	Iteration 182Q: 3 clusters Score -2.250531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -22505306.000000 Penalty: 5968.063477
	Iteration 183Q: 3 clusters Score -2.250531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -22505300.000000 Penalty: 5968.063477
	Iteration 184Q: 3 clusters Score -2.25053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -22505300.000000 Penalty: 5968.063477
	Iteration 185Q: 3 clusters Score -2.25053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -22505278.000000 Penalty: 5968.063477
	Iteration 186Q: 3 clusters Score -2.250528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 164563 members 
Entering Unmasked Estep 
Score: -22505286.000000 Penalty: 5968.063477
	Iteration 187Q: 3 clusters Score -2.250529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -22505304.000000 Penalty: 5968.063477
	Iteration 188Q: 3 clusters Score -2.25053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -22505298.000000 Penalty: 5968.063477
	Iteration 189Q: 3 clusters Score -2.25053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 164575 members 
Entering Unmasked Estep 
Score: -22505284.000000 Penalty: 5968.063477
	Iteration 190Q: 3 clusters Score -2.250528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -22505280.000000 Penalty: 5968.063477
	Iteration 191Q: 3 clusters Score -2.250528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -22505264.000000 Penalty: 5968.063477
	Iteration 192Q: 3 clusters Score -2.250526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -22505270.000000 Penalty: 5968.063477
	Iteration 193Q: 3 clusters Score -2.250527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 164600 members 
Entering Unmasked Estep 
Score: -22505262.000000 Penalty: 5968.063477
	Iteration 194Q: 3 clusters Score -2.250526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -22505272.000000 Penalty: 5968.063477
	Iteration 195Q: 3 clusters Score -2.250527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -22505266.000000 Penalty: 5968.063477
	Iteration 196Q: 3 clusters Score -2.250527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -22505286.000000 Penalty: 5968.063477
	Iteration 197Q: 3 clusters Score -2.250529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -22505266.000000 Penalty: 5968.063477
	Iteration 198Q: 3 clusters Score -2.250527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 164637 members 
Entering Unmasked Estep 
Score: -22505260.000000 Penalty: 5968.063477
	Iteration 199Q: 3 clusters Score -2.250526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -22505272.000000 Penalty: 5968.063477
	Iteration 200F: 3 clusters Score -2.250527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 164653 members 
Entering Unmasked Estep 
Score: -22505282.000000 Penalty: 5968.063477
	Iteration 201Q: 3 clusters Score -2.250528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -22505290.000000 Penalty: 5968.063477
	Iteration 202Q: 3 clusters Score -2.250529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -22505290.000000 Penalty: 5968.063477
	Iteration 203Q: 3 clusters Score -2.250529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -22505278.000000 Penalty: 5968.063477
	Iteration 204Q: 3 clusters Score -2.250528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -22505276.000000 Penalty: 5968.063477
	Iteration 205Q: 3 clusters Score -2.250528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -22505262.000000 Penalty: 5968.063477
	Iteration 206Q: 3 clusters Score -2.250526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -22505278.000000 Penalty: 5968.063477
	Iteration 207Q: 3 clusters Score -2.250528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -22505268.000000 Penalty: 5968.063477
	Iteration 208Q: 3 clusters Score -2.250527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 164697 members 
Entering Unmasked Estep 
Score: -22505264.000000 Penalty: 5968.063477
	Iteration 209Q: 3 clusters Score -2.250526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -22505252.000000 Penalty: 5968.063477
	Iteration 210Q: 3 clusters Score -2.250525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 164705 members 
Entering Unmasked Estep 
Score: -22505248.000000 Penalty: 5968.063477
	Iteration 211Q: 3 clusters Score -2.250525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -22505260.000000 Penalty: 5968.063477
	Iteration 212Q: 3 clusters Score -2.250526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 164715 members 
Entering Unmasked Estep 
Score: -22505254.000000 Penalty: 5968.063477
	Iteration 213Q: 3 clusters Score -2.250525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -22505268.000000 Penalty: 5968.063477
	Iteration 214Q: 3 clusters Score -2.250527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -22505266.000000 Penalty: 5968.063477
	Iteration 215Q: 3 clusters Score -2.250527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -22505264.000000 Penalty: 5968.063477
	Iteration 216Q: 3 clusters Score -2.250526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 164746 members 
Entering Unmasked Estep 
Score: -22505260.000000 Penalty: 5968.063477
	Iteration 217Q: 3 clusters Score -2.250526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -22505228.000000 Penalty: 5968.063477
	Iteration 218Q: 3 clusters Score -2.250523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -22505230.000000 Penalty: 5968.063477
	Iteration 219Q: 3 clusters Score -2.250523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -22505248.000000 Penalty: 5968.063477
	Iteration 220F: 3 clusters Score -2.250525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 164792 members 
Entering Unmasked Estep 
Score: -22505232.000000 Penalty: 5968.063477
	Iteration 221Q: 3 clusters Score -2.250523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -22505232.000000 Penalty: 5968.063477
	Iteration 222Q: 3 clusters Score -2.250523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -22505232.000000 Penalty: 5968.063477
	Iteration 223Q: 3 clusters Score -2.250523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -22505206.000000 Penalty: 5968.063477
	Iteration 224Q: 3 clusters Score -2.250521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -22505218.000000 Penalty: 5968.063477
	Iteration 225Q: 3 clusters Score -2.250522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -22505222.000000 Penalty: 5968.063477
	Iteration 226Q: 3 clusters Score -2.250522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -22505218.000000 Penalty: 5968.063477
	Iteration 227Q: 3 clusters Score -2.250522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -22505214.000000 Penalty: 5968.063477
	Iteration 228Q: 3 clusters Score -2.250521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -22505216.000000 Penalty: 5968.063477
	Iteration 229Q: 3 clusters Score -2.250522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -22505198.000000 Penalty: 5968.063477
	Iteration 230Q: 3 clusters Score -2.25052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -22505186.000000 Penalty: 5968.063477
	Iteration 231Q: 3 clusters Score -2.250519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -22505166.000000 Penalty: 5968.063477
	Iteration 232Q: 3 clusters Score -2.250517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -22505146.000000 Penalty: 5968.063477
	Iteration 233Q: 3 clusters Score -2.250515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -22505164.000000 Penalty: 5968.063477
	Iteration 234Q: 3 clusters Score -2.250516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -22505166.000000 Penalty: 5968.063477
	Iteration 235Q: 3 clusters Score -2.250517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -22505188.000000 Penalty: 5968.063477
	Iteration 236Q: 3 clusters Score -2.250519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -22505166.000000 Penalty: 5968.063477
	Iteration 237Q: 3 clusters Score -2.250517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -22505166.000000 Penalty: 5968.063477
	Iteration 238Q: 3 clusters Score -2.250517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -22505152.000000 Penalty: 5968.063477
	Iteration 239Q: 3 clusters Score -2.250515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -22505128.000000 Penalty: 5968.063477
	Iteration 240F: 3 clusters Score -2.250513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -22505130.000000 Penalty: 5968.063477
	Iteration 241Q: 3 clusters Score -2.250513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -22505134.000000 Penalty: 5968.063477
	Iteration 242Q: 3 clusters Score -2.250513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -22505148.000000 Penalty: 5968.063477
	Iteration 243Q: 3 clusters Score -2.250515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -22505132.000000 Penalty: 5968.063477
	Iteration 244Q: 3 clusters Score -2.250513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -22505140.000000 Penalty: 5968.063477
	Iteration 245Q: 3 clusters Score -2.250514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -22505130.000000 Penalty: 5968.063477
	Iteration 246Q: 3 clusters Score -2.250513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -22505130.000000 Penalty: 5968.063477
	Iteration 247Q: 3 clusters Score -2.250513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -22505116.000000 Penalty: 5968.063477
	Iteration 248Q: 3 clusters Score -2.250512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -22505128.000000 Penalty: 5968.063477
	Iteration 249Q: 3 clusters Score -2.250513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 165102 members 
Entering Unmasked Estep 
Score: -22505104.000000 Penalty: 5968.063477
	Iteration 250Q: 3 clusters Score -2.25051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -22505100.000000 Penalty: 5968.063477
	Iteration 251Q: 3 clusters Score -2.25051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 165115 members 
Entering Unmasked Estep 
Score: -22505100.000000 Penalty: 5968.063477
	Iteration 252Q: 3 clusters Score -2.25051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 165126 members 
Entering Unmasked Estep 
Score: -22505092.000000 Penalty: 5968.063477
	Iteration 253Q: 3 clusters Score -2.250509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 165132 members 
Entering Unmasked Estep 
Score: -22505082.000000 Penalty: 5968.063477
	Iteration 254Q: 3 clusters Score -2.250508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -22505086.000000 Penalty: 5968.063477
	Iteration 255Q: 3 clusters Score -2.250509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -22505074.000000 Penalty: 5968.063477
	Iteration 256Q: 3 clusters Score -2.250507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -22505076.000000 Penalty: 5968.063477
	Iteration 257Q: 3 clusters Score -2.250508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 165176 members 
Entering Unmasked Estep 
Score: -22505084.000000 Penalty: 5968.063477
	Iteration 258Q: 3 clusters Score -2.250508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 165191 members 
Entering Unmasked Estep 
Score: -22505082.000000 Penalty: 5968.063477
	Iteration 259Q: 3 clusters Score -2.250508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -22505102.000000 Penalty: 5968.063477
	Iteration 260F: 3 clusters Score -2.25051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 165210 members 
Entering Unmasked Estep 
Score: -22505104.000000 Penalty: 5968.063477
	Iteration 261Q: 3 clusters Score -2.25051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 165221 members 
Entering Unmasked Estep 
Score: -22505102.000000 Penalty: 5968.063477
	Iteration 262Q: 3 clusters Score -2.25051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 165228 members 
Entering Unmasked Estep 
Score: -22505102.000000 Penalty: 5968.063477
	Iteration 263Q: 3 clusters Score -2.25051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -22505090.000000 Penalty: 5968.063477
	Iteration 264Q: 3 clusters Score -2.250509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -22505084.000000 Penalty: 5968.063477
	Iteration 265Q: 3 clusters Score -2.250508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 165239 members 
Entering Unmasked Estep 
Score: -22505090.000000 Penalty: 5968.063477
	Iteration 266Q: 3 clusters Score -2.250509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -22505090.000000 Penalty: 5968.063477
	Iteration 267Q: 3 clusters Score -2.250509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -22505098.000000 Penalty: 5968.063477
	Iteration 268Q: 3 clusters Score -2.25051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -22505096.000000 Penalty: 5968.063477
	Iteration 269Q: 3 clusters Score -2.25051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -22505096.000000 Penalty: 5968.063477
	Iteration 270F: 3 clusters Score -2.25051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -659478.250000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -659478.2 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 2578 members 
Entering Unmasked Estep 
Score: -654862.500000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -654862.5 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -655993.250000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -655993.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -656244.812500 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -656244.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -656464.187500 Penalty: 4240.823730
	Iteration 3F: 3 clusters Score -656464.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -656715.937500 Penalty: 4240.823730
	Iteration 4F: 3 clusters Score -656715.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -656952.875000 Penalty: 4240.823730
	Iteration 5F: 3 clusters Score -656952.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -657160.062500 Penalty: 4240.823730
	Iteration 6F: 3 clusters Score -657160.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -657366.375000 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -657366.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -657535.125000 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -657535.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -657678.187500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -657678.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -657783.250000 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -657783.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -657861.750000 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -657861.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -657926.812500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -657926.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -657979.625000 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -657979.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -658011.187500 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -658011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -658037.125000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -658037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -658053.812500 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -658053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -658073.000000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -658073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -658092.312500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -658092.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -658108.062500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -658108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -658120.687500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -658120.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -658130.500000 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -658130.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -658140.187500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -658140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -658147.812500 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -658147.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -658158.312500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -658158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -658163.000000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -658163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -658169.687500 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -658169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -658171.187500 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -658171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -658169.875000 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -658169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -658170.000000 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -658170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -658170.187500 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -658170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -658171.562500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -658171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -658171.562500 Penalty: 4240.823730
	Iteration 32F: 3 clusters Score -658171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Entering Unmasked Estep 
Score: -22187694.000000 Penalty: 2977.749512
	Iteration 0F: 2 clusters Score -2.218769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -22082094.000000 Penalty: 5955.499023
	Iteration 0F: 3 clusters Score -2.208209e+07 nChanged 78709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -22127348.000000 Penalty: 5955.499023
	Iteration 1F: 3 clusters Score -2.212735e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -22128178.000000 Penalty: 5955.499023
	Iteration 2Q: 3 clusters Score -2.212818e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -22129032.000000 Penalty: 5955.499023
	Iteration 3Q: 3 clusters Score -2.212903e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -22130144.000000 Penalty: 5955.499023
	Iteration 4Q: 3 clusters Score -2.213014e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -22131370.000000 Penalty: 5955.499023
	Iteration 5Q: 3 clusters Score -2.213137e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -22133436.000000 Penalty: 5955.499023
	Iteration 6Q: 3 clusters Score -2.213344e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -22136582.000000 Penalty: 5955.499023
	Iteration 7Q: 3 clusters Score -2.213658e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70348 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -22142002.000000 Penalty: 5955.499023
	Iteration 8F: 3 clusters Score -2.2142e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -22150352.000000 Penalty: 5955.499023
	Iteration 9F: 3 clusters Score -2.215035e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 100603 members 
Entering Unmasked Estep 
Score: -22158862.000000 Penalty: 5955.499023
	Iteration 10F: 3 clusters Score -2.215886e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -22163478.000000 Penalty: 5955.499023
	Iteration 11F: 3 clusters Score -2.216348e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -22165314.000000 Penalty: 5955.499023
	Iteration 12Q: 3 clusters Score -2.216531e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -22166248.000000 Penalty: 5955.499023
	Iteration 13Q: 3 clusters Score -2.216625e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -22166982.000000 Penalty: 5955.499023
	Iteration 14Q: 3 clusters Score -2.216698e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -22167866.000000 Penalty: 5955.499023
	Iteration 15Q: 3 clusters Score -2.216787e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -22168782.000000 Penalty: 5955.499023
	Iteration 16Q: 3 clusters Score -2.216878e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -22169928.000000 Penalty: 5955.499023
	Iteration 17Q: 3 clusters Score -2.216993e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -22171012.000000 Penalty: 5955.499023
	Iteration 18Q: 3 clusters Score -2.217101e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -22172180.000000 Penalty: 5955.499023
	Iteration 19Q: 3 clusters Score -2.217218e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -22173448.000000 Penalty: 5955.499023
	Iteration 20F: 3 clusters Score -2.217345e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -22174528.000000 Penalty: 5955.499023
	Iteration 21Q: 3 clusters Score -2.217453e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 126146 members 
Entering Unmasked Estep 
Score: -22175676.000000 Penalty: 5955.499023
	Iteration 22Q: 3 clusters Score -2.217568e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -22176698.000000 Penalty: 5955.499023
	Iteration 23Q: 3 clusters Score -2.21767e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -22177634.000000 Penalty: 5955.499023
	Iteration 24Q: 3 clusters Score -2.217763e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 131787 members 
Entering Unmasked Estep 
Score: -22178268.000000 Penalty: 5955.499023
	Iteration 25Q: 3 clusters Score -2.217827e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -22179028.000000 Penalty: 5955.499023
	Iteration 26Q: 3 clusters Score -2.217903e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -22179668.000000 Penalty: 5955.499023
	Iteration 27Q: 3 clusters Score -2.217967e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 136330 members 
Entering Unmasked Estep 
Score: -22180432.000000 Penalty: 5955.499023
	Iteration 28Q: 3 clusters Score -2.218043e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 137697 members 
Entering Unmasked Estep 
Score: -22181006.000000 Penalty: 5955.499023
	Iteration 29Q: 3 clusters Score -2.218101e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 138992 members 
Entering Unmasked Estep 
Score: -22181628.000000 Penalty: 5955.499023
	Iteration 30Q: 3 clusters Score -2.218163e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -22182050.000000 Penalty: 5955.499023
	Iteration 31Q: 3 clusters Score -2.218205e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -22182348.000000 Penalty: 5955.499023
	Iteration 32Q: 3 clusters Score -2.218235e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -22182792.000000 Penalty: 5955.499023
	Iteration 33Q: 3 clusters Score -2.218279e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 143715 members 
Entering Unmasked Estep 
Score: -22183114.000000 Penalty: 5955.499023
	Iteration 34Q: 3 clusters Score -2.218311e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -22183540.000000 Penalty: 5955.499023
	Iteration 35Q: 3 clusters Score -2.218354e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -22183798.000000 Penalty: 5955.499023
	Iteration 36Q: 3 clusters Score -2.21838e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -22184128.000000 Penalty: 5955.499023
	Iteration 37Q: 3 clusters Score -2.218413e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -22184374.000000 Penalty: 5955.499023
	Iteration 38Q: 3 clusters Score -2.218437e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -22184564.000000 Penalty: 5955.499023
	Iteration 39Q: 3 clusters Score -2.218456e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -22184800.000000 Penalty: 5955.499023
	Iteration 40F: 3 clusters Score -2.21848e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 150618 members 
Entering Unmasked Estep 
Score: -22184948.000000 Penalty: 5955.499023
	Iteration 41Q: 3 clusters Score -2.218495e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -22185056.000000 Penalty: 5955.499023
	Iteration 42Q: 3 clusters Score -2.218506e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -22185268.000000 Penalty: 5955.499023
	Iteration 43Q: 3 clusters Score -2.218527e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 152692 members 
Entering Unmasked Estep 
Score: -22185316.000000 Penalty: 5955.499023
	Iteration 44Q: 3 clusters Score -2.218532e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 153300 members 
Entering Unmasked Estep 
Score: -22185298.000000 Penalty: 5955.499023
	Iteration 45Q: 3 clusters Score -2.21853e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 153849 members 
Entering Unmasked Estep 
Score: -22185402.000000 Penalty: 5955.499023
	Iteration 46Q: 3 clusters Score -2.21854e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -22185520.000000 Penalty: 5955.499023
	Iteration 47Q: 3 clusters Score -2.218552e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -22185638.000000 Penalty: 5955.499023
	Iteration 48Q: 3 clusters Score -2.218564e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -22185694.000000 Penalty: 5955.499023
	Iteration 49Q: 3 clusters Score -2.218569e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -22185674.000000 Penalty: 5955.499023
	Iteration 50Q: 3 clusters Score -2.218567e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 155943 members 
Entering Unmasked Estep 
Score: -22185666.000000 Penalty: 5955.499023
	Iteration 51Q: 3 clusters Score -2.218567e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 156269 members 
Entering Unmasked Estep 
Score: -22185648.000000 Penalty: 5955.499023
	Iteration 52Q: 3 clusters Score -2.218565e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -22185584.000000 Penalty: 5955.499023
	Iteration 53Q: 3 clusters Score -2.218558e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -22185594.000000 Penalty: 5955.499023
	Iteration 54Q: 3 clusters Score -2.218559e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -22185608.000000 Penalty: 5955.499023
	Iteration 55Q: 3 clusters Score -2.218561e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -22185594.000000 Penalty: 5955.499023
	Iteration 56Q: 3 clusters Score -2.218559e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -22185562.000000 Penalty: 5955.499023
	Iteration 57Q: 3 clusters Score -2.218556e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -22185558.000000 Penalty: 5955.499023
	Iteration 58Q: 3 clusters Score -2.218556e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -22185580.000000 Penalty: 5955.499023
	Iteration 59Q: 3 clusters Score -2.218558e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -22185554.000000 Penalty: 5955.499023
	Iteration 60F: 3 clusters Score -2.218555e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -22185610.000000 Penalty: 5955.499023
	Iteration 61Q: 3 clusters Score -2.218561e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -22185638.000000 Penalty: 5955.499023
	Iteration 62Q: 3 clusters Score -2.218564e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 158816 members 
Entering Unmasked Estep 
Score: -22185586.000000 Penalty: 5955.499023
	Iteration 63Q: 3 clusters Score -2.218559e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -22185592.000000 Penalty: 5955.499023
	Iteration 64Q: 3 clusters Score -2.218559e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -22185638.000000 Penalty: 5955.499023
	Iteration 65Q: 3 clusters Score -2.218564e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -22185642.000000 Penalty: 5955.499023
	Iteration 66Q: 3 clusters Score -2.218564e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -22185648.000000 Penalty: 5955.499023
	Iteration 67Q: 3 clusters Score -2.218565e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -22185646.000000 Penalty: 5955.499023
	Iteration 68Q: 3 clusters Score -2.218565e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -22185686.000000 Penalty: 5955.499023
	Iteration 69Q: 3 clusters Score -2.218569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -22185688.000000 Penalty: 5955.499023
	Iteration 70Q: 3 clusters Score -2.218569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -22185690.000000 Penalty: 5955.499023
	Iteration 71Q: 3 clusters Score -2.218569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 159591 members 
Entering Unmasked Estep 
Score: -22185670.000000 Penalty: 5955.499023
	Iteration 72Q: 3 clusters Score -2.218567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 159658 members 
Entering Unmasked Estep 
Score: -22185664.000000 Penalty: 5955.499023
	Iteration 73Q: 3 clusters Score -2.218566e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -22185632.000000 Penalty: 5955.499023
	Iteration 74Q: 3 clusters Score -2.218563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -22185634.000000 Penalty: 5955.499023
	Iteration 75Q: 3 clusters Score -2.218563e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -22185632.000000 Penalty: 5955.499023
	Iteration 76Q: 3 clusters Score -2.218563e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -22185630.000000 Penalty: 5955.499023
	Iteration 77Q: 3 clusters Score -2.218563e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -22185650.000000 Penalty: 5955.499023
	Iteration 78Q: 3 clusters Score -2.218565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -22185660.000000 Penalty: 5955.499023
	Iteration 79Q: 3 clusters Score -2.218566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 160084 members 
Entering Unmasked Estep 
Score: -22185666.000000 Penalty: 5955.499023
	Iteration 80F: 3 clusters Score -2.218567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -22185690.000000 Penalty: 5955.499023
	Iteration 81Q: 3 clusters Score -2.218569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 160165 members 
Entering Unmasked Estep 
Score: -22185694.000000 Penalty: 5955.499023
	Iteration 82Q: 3 clusters Score -2.218569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 160199 members 
Entering Unmasked Estep 
Score: -22185682.000000 Penalty: 5955.499023
	Iteration 83Q: 3 clusters Score -2.218568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -22185668.000000 Penalty: 5955.499023
	Iteration 84Q: 3 clusters Score -2.218567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -22185684.000000 Penalty: 5955.499023
	Iteration 85Q: 3 clusters Score -2.218568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 160302 members 
Entering Unmasked Estep 
Score: -22185660.000000 Penalty: 5955.499023
	Iteration 86Q: 3 clusters Score -2.218566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -22185666.000000 Penalty: 5955.499023
	Iteration 87Q: 3 clusters Score -2.218567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -22185674.000000 Penalty: 5955.499023
	Iteration 88Q: 3 clusters Score -2.218567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -22185658.000000 Penalty: 5955.499023
	Iteration 89Q: 3 clusters Score -2.218566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22185630.000000 Penalty: 5955.499023
	Iteration 90Q: 3 clusters Score -2.218563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -22185632.000000 Penalty: 5955.499023
	Iteration 91Q: 3 clusters Score -2.218563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -22185646.000000 Penalty: 5955.499023
	Iteration 92Q: 3 clusters Score -2.218565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -22185668.000000 Penalty: 5955.499023
	Iteration 93Q: 3 clusters Score -2.218567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -22185654.000000 Penalty: 5955.499023
	Iteration 94Q: 3 clusters Score -2.218565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -22185656.000000 Penalty: 5955.499023
	Iteration 95Q: 3 clusters Score -2.218566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 160520 members 
Entering Unmasked Estep 
Score: -22185662.000000 Penalty: 5955.499023
	Iteration 96Q: 3 clusters Score -2.218566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -22185656.000000 Penalty: 5955.499023
	Iteration 97Q: 3 clusters Score -2.218566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -22185644.000000 Penalty: 5955.499023
	Iteration 98Q: 3 clusters Score -2.218564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 160557 members 
Entering Unmasked Estep 
Score: -22185650.000000 Penalty: 5955.499023
	Iteration 99Q: 3 clusters Score -2.218565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -22185664.000000 Penalty: 5955.499023
	Iteration 100F: 3 clusters Score -2.218566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -22185654.000000 Penalty: 5955.499023
	Iteration 101Q: 3 clusters Score -2.218565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -22185652.000000 Penalty: 5955.499023
	Iteration 102Q: 3 clusters Score -2.218565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -22185662.000000 Penalty: 5955.499023
	Iteration 103Q: 3 clusters Score -2.218566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -22185648.000000 Penalty: 5955.499023
	Iteration 104Q: 3 clusters Score -2.218565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -22185656.000000 Penalty: 5955.499023
	Iteration 105Q: 3 clusters Score -2.218566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -22185654.000000 Penalty: 5955.499023
	Iteration 106Q: 3 clusters Score -2.218565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -22185660.000000 Penalty: 5955.499023
	Iteration 107Q: 3 clusters Score -2.218566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -22185650.000000 Penalty: 5955.499023
	Iteration 108Q: 3 clusters Score -2.218565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -22185654.000000 Penalty: 5955.499023
	Iteration 109Q: 3 clusters Score -2.218565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -22185650.000000 Penalty: 5955.499023
	Iteration 110Q: 3 clusters Score -2.218565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -22185650.000000 Penalty: 5955.499023
	Iteration 111F: 3 clusters Score -2.218565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Entering Unmasked Estep 
Score: -4462405.000000 Penalty: 2578.567871
	Iteration 0F: 2 clusters Score -4462405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4439972.500000 Penalty: 5157.135742
	Iteration 0F: 3 clusters Score -4439972 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4448144.500000 Penalty: 5157.135742
	Iteration 1F: 3 clusters Score -4448144 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4448591.500000 Penalty: 5157.135742
	Iteration 2Q: 3 clusters Score -4448592 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4448968.500000 Penalty: 5157.135742
	Iteration 3Q: 3 clusters Score -4448968 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4449298.000000 Penalty: 5157.135742
	Iteration 4Q: 3 clusters Score -4449298 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4449620.500000 Penalty: 5157.135742
	Iteration 5Q: 3 clusters Score -4449620 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4450012.500000 Penalty: 5157.135742
	Iteration 6Q: 3 clusters Score -4450012 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4450506.500000 Penalty: 5157.135742
	Iteration 7Q: 3 clusters Score -4450506 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -4451051.000000 Penalty: 5157.135742
	Iteration 8Q: 3 clusters Score -4451051 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4451696.000000 Penalty: 5157.135742
	Iteration 9Q: 3 clusters Score -4451696 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4452480.500000 Penalty: 5157.135742
	Iteration 10Q: 3 clusters Score -4452480 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4453369.500000 Penalty: 5157.135742
	Iteration 11Q: 3 clusters Score -4453370 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4454327.000000 Penalty: 5157.135742
	Iteration 12Q: 3 clusters Score -4454327 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4455400.500000 Penalty: 5157.135742
	Iteration 13Q: 3 clusters Score -4455400 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4456406.500000 Penalty: 5157.135742
	Iteration 14Q: 3 clusters Score -4456406 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4457414.000000 Penalty: 5157.135742
	Iteration 15Q: 3 clusters Score -4457414 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4458158.500000 Penalty: 5157.135742
	Iteration 16Q: 3 clusters Score -4458158 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4458747.500000 Penalty: 5157.135742
	Iteration 17Q: 3 clusters Score -4458748 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4459100.500000 Penalty: 5157.135742
	Iteration 18Q: 3 clusters Score -4459100 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4459364.500000 Penalty: 5157.135742
	Iteration 19Q: 3 clusters Score -4459364 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4459548.500000 Penalty: 5157.135742
	Iteration 20F: 3 clusters Score -4459548 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4459720.000000 Penalty: 5157.135742
	Iteration 21Q: 3 clusters Score -4459720 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4459821.000000 Penalty: 5157.135742
	Iteration 22Q: 3 clusters Score -4459821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4459906.000000 Penalty: 5157.135742
	Iteration 23Q: 3 clusters Score -4459906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4459963.000000 Penalty: 5157.135742
	Iteration 24Q: 3 clusters Score -4459963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4460004.000000 Penalty: 5157.135742
	Iteration 25Q: 3 clusters Score -4460004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4460025.000000 Penalty: 5157.135742
	Iteration 26Q: 3 clusters Score -4460025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4460056.000000 Penalty: 5157.135742
	Iteration 27Q: 3 clusters Score -4460056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4460065.000000 Penalty: 5157.135742
	Iteration 28Q: 3 clusters Score -4460065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4460082.000000 Penalty: 5157.135742
	Iteration 29Q: 3 clusters Score -4460082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4460100.500000 Penalty: 5157.135742
	Iteration 30Q: 3 clusters Score -4460100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4460130.000000 Penalty: 5157.135742
	Iteration 31Q: 3 clusters Score -4460130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4460133.500000 Penalty: 5157.135742
	Iteration 32Q: 3 clusters Score -4460134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4460148.500000 Penalty: 5157.135742
	Iteration 33Q: 3 clusters Score -4460148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4460145.500000 Penalty: 5157.135742
	Iteration 34Q: 3 clusters Score -4460146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4460147.500000 Penalty: 5157.135742
	Iteration 35Q: 3 clusters Score -4460148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4460148.500000 Penalty: 5157.135742
	Iteration 36Q: 3 clusters Score -4460148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4460158.000000 Penalty: 5157.135742
	Iteration 37Q: 3 clusters Score -4460158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4460159.000000 Penalty: 5157.135742
	Iteration 38Q: 3 clusters Score -4460159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4460159.000000 Penalty: 5157.135742
	Iteration 39Q: 3 clusters Score -4460159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4460159.000000 Penalty: 5157.135742
	Iteration 40F: 3 clusters Score -4460159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4460166.500000 Penalty: 5157.135742
	Iteration 41Q: 3 clusters Score -4460166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4460180.500000 Penalty: 5157.135742
	Iteration 42Q: 3 clusters Score -4460180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4460197.000000 Penalty: 5157.135742
	Iteration 43Q: 3 clusters Score -4460197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4460201.500000 Penalty: 5157.135742
	Iteration 44Q: 3 clusters Score -4460202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4460216.500000 Penalty: 5157.135742
	Iteration 45Q: 3 clusters Score -4460216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4460220.000000 Penalty: 5157.135742
	Iteration 46Q: 3 clusters Score -4460220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4460226.500000 Penalty: 5157.135742
	Iteration 47Q: 3 clusters Score -4460226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4460228.000000 Penalty: 5157.135742
	Iteration 48Q: 3 clusters Score -4460228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4460230.500000 Penalty: 5157.135742
	Iteration 49Q: 3 clusters Score -4460230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4460233.500000 Penalty: 5157.135742
	Iteration 50Q: 3 clusters Score -4460234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4460236.000000 Penalty: 5157.135742
	Iteration 51Q: 3 clusters Score -4460236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4460237.500000 Penalty: 5157.135742
	Iteration 52Q: 3 clusters Score -4460238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4460239.000000 Penalty: 5157.135742
	Iteration 53Q: 3 clusters Score -4460239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4460242.000000 Penalty: 5157.135742
	Iteration 54Q: 3 clusters Score -4460242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4460241.000000 Penalty: 5157.135742
	Iteration 55Q: 3 clusters Score -4460241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4460241.000000 Penalty: 5157.135742
	Iteration 56Q: 3 clusters Score -4460241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4460244.500000 Penalty: 5157.135742
	Iteration 57Q: 3 clusters Score -4460244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4460244.500000 Penalty: 5157.135742
	Iteration 58F: 3 clusters Score -4460244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43139.722656 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43139.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43287.289062 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43287.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43344.457031 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -43344.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43380.203125 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43395.730469 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43395.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43400.015625 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43400.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43400.015625 Penalty: 2957.935303
	Iteration 6F: 3 clusters Score -43400.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Entering Unmasked Estep 
Score: -24245650.000000 Penalty: 3001.520264
	Iteration 0F: 2 clusters Score -2.424565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -24131658.000000 Penalty: 6003.040527
	Iteration 0F: 3 clusters Score -2.413166e+07 nChanged 86429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -24183446.000000 Penalty: 6003.040527
	Iteration 1F: 3 clusters Score -2.418345e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -24186060.000000 Penalty: 6003.040527
	Iteration 2Q: 3 clusters Score -2.418606e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -24189816.000000 Penalty: 6003.040527
	Iteration 3Q: 3 clusters Score -2.418982e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -24195826.000000 Penalty: 6003.040527
	Iteration 4F: 3 clusters Score -2.419583e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -24205468.000000 Penalty: 6003.040527
	Iteration 5F: 3 clusters Score -2.420547e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127569 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -24217254.000000 Penalty: 6003.040527
	Iteration 6F: 3 clusters Score -2.421725e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -24227960.000000 Penalty: 6003.040527
	Iteration 7F: 3 clusters Score -2.422796e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -24234674.000000 Penalty: 6003.040527
	Iteration 8Q: 3 clusters Score -2.423467e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -24237628.000000 Penalty: 6003.040527
	Iteration 9Q: 3 clusters Score -2.423763e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149665 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -24239080.000000 Penalty: 6003.040527
	Iteration 10Q: 3 clusters Score -2.423908e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -24240278.000000 Penalty: 6003.040527
	Iteration 11Q: 3 clusters Score -2.424028e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155716 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -24241030.000000 Penalty: 6003.040527
	Iteration 12Q: 3 clusters Score -2.424103e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158398 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -24241766.000000 Penalty: 6003.040527
	Iteration 13Q: 3 clusters Score -2.424177e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -24242396.000000 Penalty: 6003.040527
	Iteration 14Q: 3 clusters Score -2.42424e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163150 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -24243004.000000 Penalty: 6003.040527
	Iteration 15Q: 3 clusters Score -2.4243e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -24243402.000000 Penalty: 6003.040527
	Iteration 16Q: 3 clusters Score -2.42434e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -24243692.000000 Penalty: 6003.040527
	Iteration 17Q: 3 clusters Score -2.424369e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -24244050.000000 Penalty: 6003.040527
	Iteration 18Q: 3 clusters Score -2.424405e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -24244212.000000 Penalty: 6003.040527
	Iteration 19Q: 3 clusters Score -2.424421e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -24244416.000000 Penalty: 6003.040527
	Iteration 20F: 3 clusters Score -2.424442e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172430 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -24244536.000000 Penalty: 6003.040527
	Iteration 21Q: 3 clusters Score -2.424454e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173305 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -24244614.000000 Penalty: 6003.040527
	Iteration 22Q: 3 clusters Score -2.424461e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173979 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -24244594.000000 Penalty: 6003.040527
	Iteration 23Q: 3 clusters Score -2.424459e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -24244638.000000 Penalty: 6003.040527
	Iteration 24Q: 3 clusters Score -2.424464e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174971 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -24244682.000000 Penalty: 6003.040527
	Iteration 25Q: 3 clusters Score -2.424468e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175330 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -24244656.000000 Penalty: 6003.040527
	Iteration 26Q: 3 clusters Score -2.424466e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -24244712.000000 Penalty: 6003.040527
	Iteration 27Q: 3 clusters Score -2.424471e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -24244690.000000 Penalty: 6003.040527
	Iteration 28Q: 3 clusters Score -2.424469e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -24244668.000000 Penalty: 6003.040527
	Iteration 29Q: 3 clusters Score -2.424467e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176297 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -24244680.000000 Penalty: 6003.040527
	Iteration 30Q: 3 clusters Score -2.424468e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176460 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -24244718.000000 Penalty: 6003.040527
	Iteration 31Q: 3 clusters Score -2.424472e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -24244732.000000 Penalty: 6003.040527
	Iteration 32Q: 3 clusters Score -2.424473e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -24244754.000000 Penalty: 6003.040527
	Iteration 33Q: 3 clusters Score -2.424475e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176829 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -24244764.000000 Penalty: 6003.040527
	Iteration 34Q: 3 clusters Score -2.424476e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24244758.000000 Penalty: 6003.040527
	Iteration 35Q: 3 clusters Score -2.424476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -24244740.000000 Penalty: 6003.040527
	Iteration 36Q: 3 clusters Score -2.424474e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -24244720.000000 Penalty: 6003.040527
	Iteration 37Q: 3 clusters Score -2.424472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -24244716.000000 Penalty: 6003.040527
	Iteration 38Q: 3 clusters Score -2.424472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -24244708.000000 Penalty: 6003.040527
	Iteration 39Q: 3 clusters Score -2.424471e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177236 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -24244722.000000 Penalty: 6003.040527
	Iteration 40F: 3 clusters Score -2.424472e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -24244726.000000 Penalty: 6003.040527
	Iteration 41Q: 3 clusters Score -2.424473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -24244714.000000 Penalty: 6003.040527
	Iteration 42Q: 3 clusters Score -2.424471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -24244692.000000 Penalty: 6003.040527
	Iteration 43Q: 3 clusters Score -2.424469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -24244692.000000 Penalty: 6003.040527
	Iteration 44Q: 3 clusters Score -2.424469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -24244718.000000 Penalty: 6003.040527
	Iteration 45Q: 3 clusters Score -2.424472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -24244720.000000 Penalty: 6003.040527
	Iteration 46Q: 3 clusters Score -2.424472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177460 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -24244712.000000 Penalty: 6003.040527
	Iteration 47Q: 3 clusters Score -2.424471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177480 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -24244712.000000 Penalty: 6003.040527
	Iteration 48Q: 3 clusters Score -2.424471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177502 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -24244700.000000 Penalty: 6003.040527
	Iteration 49Q: 3 clusters Score -2.42447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -24244712.000000 Penalty: 6003.040527
	Iteration 50Q: 3 clusters Score -2.424471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -24244706.000000 Penalty: 6003.040527
	Iteration 51Q: 3 clusters Score -2.424471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -24244728.000000 Penalty: 6003.040527
	Iteration 52Q: 3 clusters Score -2.424473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177581 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -24244724.000000 Penalty: 6003.040527
	Iteration 53Q: 3 clusters Score -2.424472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177590 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -24244722.000000 Penalty: 6003.040527
	Iteration 54Q: 3 clusters Score -2.424472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -24244704.000000 Penalty: 6003.040527
	Iteration 55Q: 3 clusters Score -2.42447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177603 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -24244722.000000 Penalty: 6003.040527
	Iteration 56Q: 3 clusters Score -2.424472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177607 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24244706.000000 Penalty: 6003.040527
	Iteration 57Q: 3 clusters Score -2.424471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -24244698.000000 Penalty: 6003.040527
	Iteration 58Q: 3 clusters Score -2.42447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24244698.000000 Penalty: 6003.040527
	Iteration 59Q: 3 clusters Score -2.42447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24244680.000000 Penalty: 6003.040527
	Iteration 60F: 3 clusters Score -2.424468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -24244682.000000 Penalty: 6003.040527
	Iteration 61Q: 3 clusters Score -2.424468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -24244698.000000 Penalty: 6003.040527
	Iteration 62Q: 3 clusters Score -2.42447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -24244688.000000 Penalty: 6003.040527
	Iteration 63Q: 3 clusters Score -2.424469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -24244708.000000 Penalty: 6003.040527
	Iteration 64Q: 3 clusters Score -2.424471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -24244670.000000 Penalty: 6003.040527
	Iteration 65Q: 3 clusters Score -2.424467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -24244676.000000 Penalty: 6003.040527
	Iteration 66Q: 3 clusters Score -2.424468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -24244664.000000 Penalty: 6003.040527
	Iteration 67Q: 3 clusters Score -2.424466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177727 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -24244650.000000 Penalty: 6003.040527
	Iteration 68Q: 3 clusters Score -2.424465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -24244644.000000 Penalty: 6003.040527
	Iteration 69Q: 3 clusters Score -2.424464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -24244648.000000 Penalty: 6003.040527
	Iteration 70Q: 3 clusters Score -2.424465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -24244666.000000 Penalty: 6003.040527
	Iteration 71Q: 3 clusters Score -2.424467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177763 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -24244650.000000 Penalty: 6003.040527
	Iteration 72Q: 3 clusters Score -2.424465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177773 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24244648.000000 Penalty: 6003.040527
	Iteration 73Q: 3 clusters Score -2.424465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177781 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -24244658.000000 Penalty: 6003.040527
	Iteration 74Q: 3 clusters Score -2.424466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -24244654.000000 Penalty: 6003.040527
	Iteration 75Q: 3 clusters Score -2.424465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177792 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24244658.000000 Penalty: 6003.040527
	Iteration 76Q: 3 clusters Score -2.424466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177797 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -24244662.000000 Penalty: 6003.040527
	Iteration 77Q: 3 clusters Score -2.424466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177804 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -24244662.000000 Penalty: 6003.040527
	Iteration 78Q: 3 clusters Score -2.424466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -24244666.000000 Penalty: 6003.040527
	Iteration 79Q: 3 clusters Score -2.424467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177815 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -24244688.000000 Penalty: 6003.040527
	Iteration 80F: 3 clusters Score -2.424469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -24244668.000000 Penalty: 6003.040527
	Iteration 81Q: 3 clusters Score -2.424467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -24244680.000000 Penalty: 6003.040527
	Iteration 82Q: 3 clusters Score -2.424468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177832 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -24244690.000000 Penalty: 6003.040527
	Iteration 83Q: 3 clusters Score -2.424469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -24244686.000000 Penalty: 6003.040527
	Iteration 84Q: 3 clusters Score -2.424469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177844 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -24244700.000000 Penalty: 6003.040527
	Iteration 85Q: 3 clusters Score -2.42447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -24244704.000000 Penalty: 6003.040527
	Iteration 86Q: 3 clusters Score -2.42447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -24244696.000000 Penalty: 6003.040527
	Iteration 87Q: 3 clusters Score -2.42447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177855 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -24244696.000000 Penalty: 6003.040527
	Iteration 88Q: 3 clusters Score -2.42447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -24244700.000000 Penalty: 6003.040527
	Iteration 89Q: 3 clusters Score -2.42447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -24244700.000000 Penalty: 6003.040527
	Iteration 90F: 3 clusters Score -2.42447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -157635.078125 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -157635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155546.343750 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -155546.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155964.625000 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -155964.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156120.578125 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -156120.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156237.937500 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -156237.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -156351.968750 Penalty: 3548.689209
	Iteration 4Q: 3 clusters Score -156352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156420.156250 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -156420.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156482.937500 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -156482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -156552.187500 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -156552.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156633.218750 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -156633.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156709.609375 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -156709.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156786.687500 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -156786.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -156900.187500 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -156900.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156976.031250 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -156976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157079.000000 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -157079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157227.375000 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -157227.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157601.125000 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -157601.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157835.906250 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -157835.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157877.968750 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -157878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157894.640625 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -157894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157907.718750 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -157907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157915.343750 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -157915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157924.750000 Penalty: 3548.689209
	Iteration 21Q: 3 clusters Score -157924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -157935.046875 Penalty: 3548.689209
	Iteration 22Q: 3 clusters Score -157935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157951.578125 Penalty: 3548.689209
	Iteration 23Q: 3 clusters Score -157951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -157982.078125 Penalty: 3548.689209
	Iteration 24Q: 3 clusters Score -157982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -158024.078125 Penalty: 3548.689209
	Iteration 25Q: 3 clusters Score -158024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -158065.906250 Penalty: 3548.689209
	Iteration 26Q: 3 clusters Score -158065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -158089.984375 Penalty: 3548.689209
	Iteration 27Q: 3 clusters Score -158090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -158109.765625 Penalty: 3548.689209
	Iteration 28Q: 3 clusters Score -158109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -158113.890625 Penalty: 3548.689209
	Iteration 29Q: 3 clusters Score -158113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158117.093750 Penalty: 3548.689209
	Iteration 30Q: 3 clusters Score -158117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -158118.921875 Penalty: 3548.689209
	Iteration 31Q: 3 clusters Score -158118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158120.343750 Penalty: 3548.689209
	Iteration 32Q: 3 clusters Score -158120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158120.343750 Penalty: 3548.689209
	Iteration 33F: 3 clusters Score -158120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164353 members 
Mstep: Class 3 contains 137892 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 55240 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62891 members 
Mstep: Class 10 contains 193938 members 
Mstep: Class 11 contains 168112 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163907 members 
Mstep: Class 14 contains 32776 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180395 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 152038 members 
Mstep: Class 19 contains 34218 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 922 members 
Entering Unmasked Estep 
Score: -180324336.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180325424.000000 to -180324336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (152038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Entering Unmasked Estep 
Score: -20544578.000000 Penalty: 2959.107666
	Iteration 0F: 2 clusters Score -2.054458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -20444630.000000 Penalty: 5918.215332
	Iteration 0F: 3 clusters Score -2.044463e+07 nChanged 72523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -20486864.000000 Penalty: 5918.215332
	Iteration 1F: 3 clusters Score -2.048686e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -20488390.000000 Penalty: 5918.215332
	Iteration 2Q: 3 clusters Score -2.048839e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -20490458.000000 Penalty: 5918.215332
	Iteration 3Q: 3 clusters Score -2.049046e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -20494332.000000 Penalty: 5918.215332
	Iteration 4F: 3 clusters Score -2.049433e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -20501108.000000 Penalty: 5918.215332
	Iteration 5F: 3 clusters Score -2.050111e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -20512078.000000 Penalty: 5918.215332
	Iteration 6F: 3 clusters Score -2.051208e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -20525324.000000 Penalty: 5918.215332
	Iteration 7F: 3 clusters Score -2.052532e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -20535488.000000 Penalty: 5918.215332
	Iteration 8F: 3 clusters Score -2.053549e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149098 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -20539806.000000 Penalty: 5918.215332
	Iteration 9Q: 3 clusters Score -2.053981e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150783 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20541230.000000 Penalty: 5918.215332
	Iteration 10Q: 3 clusters Score -2.054123e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20541718.000000 Penalty: 5918.215332
	Iteration 11Q: 3 clusters Score -2.054172e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20541898.000000 Penalty: 5918.215332
	Iteration 12Q: 3 clusters Score -2.05419e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20541990.000000 Penalty: 5918.215332
	Iteration 13Q: 3 clusters Score -2.054199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -20542036.000000 Penalty: 5918.215332
	Iteration 14Q: 3 clusters Score -2.054204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20542092.000000 Penalty: 5918.215332
	Iteration 15Q: 3 clusters Score -2.054209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20542114.000000 Penalty: 5918.215332
	Iteration 16Q: 3 clusters Score -2.054211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20542146.000000 Penalty: 5918.215332
	Iteration 17Q: 3 clusters Score -2.054215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151576 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20542174.000000 Penalty: 5918.215332
	Iteration 18Q: 3 clusters Score -2.054217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20542188.000000 Penalty: 5918.215332
	Iteration 19Q: 3 clusters Score -2.054219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20542188.000000 Penalty: 5918.215332
	Iteration 20F: 3 clusters Score -2.054219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20542194.000000 Penalty: 5918.215332
	Iteration 21Q: 3 clusters Score -2.054219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20542214.000000 Penalty: 5918.215332
	Iteration 22Q: 3 clusters Score -2.054221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20542198.000000 Penalty: 5918.215332
	Iteration 23Q: 3 clusters Score -2.05422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20542202.000000 Penalty: 5918.215332
	Iteration 24Q: 3 clusters Score -2.05422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20542202.000000 Penalty: 5918.215332
	Iteration 25Q: 3 clusters Score -2.05422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20542196.000000 Penalty: 5918.215332
	Iteration 26Q: 3 clusters Score -2.05422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20542190.000000 Penalty: 5918.215332
	Iteration 27Q: 3 clusters Score -2.054219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20542212.000000 Penalty: 5918.215332
	Iteration 28Q: 3 clusters Score -2.054221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20542214.000000 Penalty: 5918.215332
	Iteration 29Q: 3 clusters Score -2.054221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20542216.000000 Penalty: 5918.215332
	Iteration 30Q: 3 clusters Score -2.054222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20542214.000000 Penalty: 5918.215332
	Iteration 31Q: 3 clusters Score -2.054221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20542214.000000 Penalty: 5918.215332
	Iteration 32Q: 3 clusters Score -2.054221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20542210.000000 Penalty: 5918.215332
	Iteration 33Q: 3 clusters Score -2.054221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20542210.000000 Penalty: 5918.215332
	Iteration 34F: 3 clusters Score -2.054221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Entering Unmasked Estep 
Score: -4467134.000000 Penalty: 2589.245605
	Iteration 0F: 2 clusters Score -4467134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4443710.500000 Penalty: 5178.491211
	Iteration 0F: 3 clusters Score -4443710 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4452477.500000 Penalty: 5178.491211
	Iteration 1F: 3 clusters Score -4452478 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4452916.500000 Penalty: 5178.491211
	Iteration 2Q: 3 clusters Score -4452916 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4453252.000000 Penalty: 5178.491211
	Iteration 3Q: 3 clusters Score -4453252 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4453541.500000 Penalty: 5178.491211
	Iteration 4Q: 3 clusters Score -4453542 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4453800.000000 Penalty: 5178.491211
	Iteration 5Q: 3 clusters Score -4453800 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4454023.500000 Penalty: 5178.491211
	Iteration 6Q: 3 clusters Score -4454024 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4454297.500000 Penalty: 5178.491211
	Iteration 7Q: 3 clusters Score -4454298 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4454570.000000 Penalty: 5178.491211
	Iteration 8Q: 3 clusters Score -4454570 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4454889.500000 Penalty: 5178.491211
	Iteration 9Q: 3 clusters Score -4454890 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4455220.000000 Penalty: 5178.491211
	Iteration 10Q: 3 clusters Score -4455220 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4455583.000000 Penalty: 5178.491211
	Iteration 11Q: 3 clusters Score -4455583 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4455974.500000 Penalty: 5178.491211
	Iteration 12Q: 3 clusters Score -4455974 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -4456393.500000 Penalty: 5178.491211
	Iteration 13Q: 3 clusters Score -4456394 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4456896.500000 Penalty: 5178.491211
	Iteration 14Q: 3 clusters Score -4456896 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4457420.500000 Penalty: 5178.491211
	Iteration 15Q: 3 clusters Score -4457420 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -4458098.500000 Penalty: 5178.491211
	Iteration 16Q: 3 clusters Score -4458098 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4458934.000000 Penalty: 5178.491211
	Iteration 17Q: 3 clusters Score -4458934 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4459830.500000 Penalty: 5178.491211
	Iteration 18Q: 3 clusters Score -4459830 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4460720.000000 Penalty: 5178.491211
	Iteration 19Q: 3 clusters Score -4460720 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4461495.000000 Penalty: 5178.491211
	Iteration 20F: 3 clusters Score -4461495 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4462096.500000 Penalty: 5178.491211
	Iteration 21Q: 3 clusters Score -4462096 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4462549.500000 Penalty: 5178.491211
	Iteration 22Q: 3 clusters Score -4462550 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4462916.500000 Penalty: 5178.491211
	Iteration 23Q: 3 clusters Score -4462916 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4463243.000000 Penalty: 5178.491211
	Iteration 24Q: 3 clusters Score -4463243 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4463486.000000 Penalty: 5178.491211
	Iteration 25Q: 3 clusters Score -4463486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4463699.000000 Penalty: 5178.491211
	Iteration 26Q: 3 clusters Score -4463699 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4463893.000000 Penalty: 5178.491211
	Iteration 27Q: 3 clusters Score -4463893 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4464051.500000 Penalty: 5178.491211
	Iteration 28Q: 3 clusters Score -4464052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4464164.500000 Penalty: 5178.491211
	Iteration 29Q: 3 clusters Score -4464164 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4464281.500000 Penalty: 5178.491211
	Iteration 30Q: 3 clusters Score -4464282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4464422.000000 Penalty: 5178.491211
	Iteration 31Q: 3 clusters Score -4464422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4464551.000000 Penalty: 5178.491211
	Iteration 32Q: 3 clusters Score -4464551 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4464685.500000 Penalty: 5178.491211
	Iteration 33Q: 3 clusters Score -4464686 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4464753.500000 Penalty: 5178.491211
	Iteration 34Q: 3 clusters Score -4464754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4464803.000000 Penalty: 5178.491211
	Iteration 35Q: 3 clusters Score -4464803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4464841.000000 Penalty: 5178.491211
	Iteration 36Q: 3 clusters Score -4464841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4464868.500000 Penalty: 5178.491211
	Iteration 37Q: 3 clusters Score -4464868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4464886.000000 Penalty: 5178.491211
	Iteration 38Q: 3 clusters Score -4464886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4464905.500000 Penalty: 5178.491211
	Iteration 39Q: 3 clusters Score -4464906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4464912.000000 Penalty: 5178.491211
	Iteration 40F: 3 clusters Score -4464912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4464924.500000 Penalty: 5178.491211
	Iteration 41Q: 3 clusters Score -4464924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4464930.500000 Penalty: 5178.491211
	Iteration 42Q: 3 clusters Score -4464930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4464935.000000 Penalty: 5178.491211
	Iteration 43Q: 3 clusters Score -4464935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4464939.500000 Penalty: 5178.491211
	Iteration 44Q: 3 clusters Score -4464940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4464939.500000 Penalty: 5178.491211
	Iteration 45Q: 3 clusters Score -4464940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4464941.000000 Penalty: 5178.491211
	Iteration 46Q: 3 clusters Score -4464941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4464945.000000 Penalty: 5178.491211
	Iteration 47Q: 3 clusters Score -4464945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4464947.000000 Penalty: 5178.491211
	Iteration 48Q: 3 clusters Score -4464947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4464944.000000 Penalty: 5178.491211
	Iteration 49Q: 3 clusters Score -4464944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4464944.000000 Penalty: 5178.491211
	Iteration 50F: 3 clusters Score -4464944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 158 members 
Entering Unmasked Estep 
Score: -32090.328125 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32090.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32256.341797 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32256.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32373.623047 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32373.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32482.656250 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -32482.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32680.062500 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32680.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32744.830078 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32744.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32800.046875 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32800.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32871.140625 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32871.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32875.781250 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32875.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32877.312500 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32877.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32877.312500 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -32877.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 276 members 
Entering Unmasked Estep 
Score: -66275.632812 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66275.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66526.890625 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66526.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66641.664062 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66641.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66751.093750 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66751.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66876.562500 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66876.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67040.382812 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -67040.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67146.789062 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -67146.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67195.273438 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -67195.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67223.601562 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -67223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67262.585938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -67262.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -67303.429688 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -67303.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67360.578125 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -67360.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67398.625000 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -67398.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67411.578125 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -67411.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67422.257812 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -67422.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67422.257812 Penalty: 3158.620605
	Iteration 15F: 3 clusters Score -67422.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50609.570312 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50609.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50717.691406 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50717.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50747.476562 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50747.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50752.085938 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50752.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50752.085938 Penalty: 2986.427490
	Iteration 4F: 3 clusters Score -50752.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164353 members 
Mstep: Class 3 contains 137892 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 55240 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62891 members 
Mstep: Class 10 contains 193938 members 
Mstep: Class 11 contains 168112 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163907 members 
Mstep: Class 14 contains 32776 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180395 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152038 members 
Mstep: Class 19 contains 34218 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325280.000000 Penalty: 77098.109375
Iteration 279Q: 23 clusters Score -1.803253e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164366 members 
Mstep: Class 3 contains 137875 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 55237 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62884 members 
Mstep: Class 10 contains 193940 members 
Mstep: Class 11 contains 168142 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163871 members 
Mstep: Class 14 contains 32782 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180402 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152038 members 
Mstep: Class 19 contains 34223 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325312.000000 Penalty: 77098.109375
Iteration 280F: 23 clusters Score -1.803253e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164369 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 55233 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62885 members 
Mstep: Class 10 contains 193928 members 
Mstep: Class 11 contains 168180 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163818 members 
Mstep: Class 14 contains 32785 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180406 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152053 members 
Mstep: Class 19 contains 34231 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325344.000000 Penalty: 77098.109375
Iteration 281Q: 23 clusters Score -1.803253e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164376 members 
Mstep: Class 3 contains 137870 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 55217 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62888 members 
Mstep: Class 10 contains 193927 members 
Mstep: Class 11 contains 168219 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163789 members 
Mstep: Class 14 contains 32786 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180397 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152066 members 
Mstep: Class 19 contains 34224 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325376.000000 Penalty: 77098.109375
Iteration 282Q: 23 clusters Score -1.803254e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164389 members 
Mstep: Class 3 contains 137874 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55197 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62886 members 
Mstep: Class 10 contains 193926 members 
Mstep: Class 11 contains 168257 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163750 members 
Mstep: Class 14 contains 32785 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180388 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152082 members 
Mstep: Class 19 contains 34225 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325152.000000 Penalty: 77098.109375
Iteration 283Q: 23 clusters Score -1.803252e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164400 members 
Mstep: Class 3 contains 137879 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55184 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62889 members 
Mstep: Class 10 contains 193924 members 
Mstep: Class 11 contains 168284 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163716 members 
Mstep: Class 14 contains 32789 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180369 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152090 members 
Mstep: Class 19 contains 34231 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325104.000000 Penalty: 77098.109375
Iteration 284Q: 23 clusters Score -1.803251e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164413 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55160 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62888 members 
Mstep: Class 10 contains 193915 members 
Mstep: Class 11 contains 168309 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163692 members 
Mstep: Class 14 contains 32794 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152101 members 
Mstep: Class 19 contains 34234 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324992.000000 Penalty: 77098.109375
Iteration 285Q: 23 clusters Score -1.80325e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164419 members 
Mstep: Class 3 contains 137866 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55146 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62879 members 
Mstep: Class 10 contains 193911 members 
Mstep: Class 11 contains 168344 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163657 members 
Mstep: Class 14 contains 32802 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180390 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152104 members 
Mstep: Class 19 contains 34236 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325088.000000 Penalty: 77098.109375
Iteration 286Q: 23 clusters Score -1.803251e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164430 members 
Mstep: Class 3 contains 137860 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55135 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62874 members 
Mstep: Class 10 contains 193912 members 
Mstep: Class 11 contains 168381 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163619 members 
Mstep: Class 14 contains 32810 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180394 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152100 members 
Mstep: Class 19 contains 34239 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324976.000000 Penalty: 77098.109375
Iteration 287Q: 23 clusters Score -1.80325e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164432 members 
Mstep: Class 3 contains 137864 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55126 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62875 members 
Mstep: Class 10 contains 193915 members 
Mstep: Class 11 contains 168405 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163595 members 
Mstep: Class 14 contains 32814 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180396 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152087 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325008.000000 Penalty: 77098.109375
Iteration 288Q: 23 clusters Score -1.80325e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164445 members 
Mstep: Class 3 contains 137864 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55115 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62870 members 
Mstep: Class 10 contains 193912 members 
Mstep: Class 11 contains 168418 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163579 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180401 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152079 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324944.000000 Penalty: 77098.109375
Iteration 289Q: 23 clusters Score -1.803249e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164457 members 
Mstep: Class 3 contains 137865 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62873 members 
Mstep: Class 10 contains 193905 members 
Mstep: Class 11 contains 168408 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163584 members 
Mstep: Class 14 contains 32836 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180405 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152064 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325088.000000 Penalty: 77098.109375
Iteration 290Q: 23 clusters Score -1.803251e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164463 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55100 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62869 members 
Mstep: Class 10 contains 193904 members 
Mstep: Class 11 contains 168412 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163585 members 
Mstep: Class 14 contains 32847 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180409 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152054 members 
Mstep: Class 19 contains 34243 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324960.000000 Penalty: 77098.109375
Iteration 291Q: 23 clusters Score -1.80325e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164462 members 
Mstep: Class 3 contains 137851 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 55088 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62871 members 
Mstep: Class 10 contains 193911 members 
Mstep: Class 11 contains 168413 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163614 members 
Mstep: Class 14 contains 32851 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180402 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152050 members 
Mstep: Class 19 contains 34239 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325040.000000 Penalty: 77098.109375
Iteration 292Q: 23 clusters Score -1.80325e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164472 members 
Mstep: Class 3 contains 137842 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62870 members 
Mstep: Class 10 contains 193907 members 
Mstep: Class 11 contains 168435 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163625 members 
Mstep: Class 14 contains 32851 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180394 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152038 members 
Mstep: Class 19 contains 34240 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324832.000000 Penalty: 77098.109375
Iteration 293Q: 23 clusters Score -1.803248e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164491 members 
Mstep: Class 3 contains 137831 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 55071 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62869 members 
Mstep: Class 10 contains 193903 members 
Mstep: Class 11 contains 168450 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163627 members 
Mstep: Class 14 contains 32855 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180383 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152028 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324864.000000 Penalty: 77098.109375
Iteration 294Q: 23 clusters Score -1.803249e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 164491 members 
Mstep: Class 3 contains 137834 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 55071 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62863 members 
Mstep: Class 10 contains 193901 members 
Mstep: Class 11 contains 168479 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163625 members 
Mstep: Class 14 contains 32860 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152010 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324736.000000 Penalty: 77098.109375
Iteration 295Q: 23 clusters Score -1.803247e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164491 members 
Mstep: Class 3 contains 137841 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 55070 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62861 members 
Mstep: Class 10 contains 193893 members 
Mstep: Class 11 contains 168499 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163648 members 
Mstep: Class 14 contains 32865 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180346 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324512.000000 Penalty: 77098.109375
Iteration 296Q: 23 clusters Score -1.803245e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164490 members 
Mstep: Class 3 contains 137844 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 55068 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62858 members 
Mstep: Class 10 contains 193892 members 
Mstep: Class 11 contains 168515 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163654 members 
Mstep: Class 14 contains 32869 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180318 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151998 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324464.000000 Penalty: 77098.109375
Iteration 297Q: 23 clusters Score -1.803245e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164482 members 
Mstep: Class 3 contains 137834 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 55069 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62857 members 
Mstep: Class 10 contains 193891 members 
Mstep: Class 11 contains 168524 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163678 members 
Mstep: Class 14 contains 32875 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180299 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151996 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324496.000000 Penalty: 77098.109375
Iteration 298Q: 23 clusters Score -1.803245e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164482 members 
Mstep: Class 3 contains 137812 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 55066 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62854 members 
Mstep: Class 10 contains 193890 members 
Mstep: Class 11 contains 168546 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163693 members 
Mstep: Class 14 contains 32880 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34251 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324480.000000 Penalty: 77098.109375
Iteration 299Q: 23 clusters Score -1.803245e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 164484 members 
Mstep: Class 3 contains 137795 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 55064 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62847 members 
Mstep: Class 10 contains 193891 members 
Mstep: Class 11 contains 168573 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163698 members 
Mstep: Class 14 contains 32885 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180268 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151996 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324560.000000 Penalty: 77098.109375
Iteration 300F: 23 clusters Score -1.803246e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164482 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62842 members 
Mstep: Class 10 contains 193894 members 
Mstep: Class 11 contains 168584 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163702 members 
Mstep: Class 14 contains 32884 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180274 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324352.000000 Penalty: 77098.109375
Iteration 301Q: 23 clusters Score -1.803244e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164488 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 55057 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62843 members 
Mstep: Class 10 contains 193896 members 
Mstep: Class 11 contains 168594 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 163687 members 
Mstep: Class 14 contains 32890 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180276 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324448.000000 Penalty: 77098.109375
Iteration 302Q: 23 clusters Score -1.803244e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164503 members 
Mstep: Class 3 contains 137771 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 55054 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62844 members 
Mstep: Class 10 contains 193900 members 
Mstep: Class 11 contains 168590 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163679 members 
Mstep: Class 14 contains 32894 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180270 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324464.000000 Penalty: 77098.109375
Iteration 303Q: 23 clusters Score -1.803245e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164508 members 
Mstep: Class 3 contains 137777 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 55047 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62841 members 
Mstep: Class 10 contains 193899 members 
Mstep: Class 11 contains 168594 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163665 members 
Mstep: Class 14 contains 32898 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180273 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152004 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 304Q: 23 clusters Score -1.803243e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164524 members 
Mstep: Class 3 contains 137772 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62839 members 
Mstep: Class 10 contains 193903 members 
Mstep: Class 11 contains 168613 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163649 members 
Mstep: Class 14 contains 32898 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180263 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152000 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324256.000000 Penalty: 77098.109375
Iteration 305Q: 23 clusters Score -1.803243e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164526 members 
Mstep: Class 3 contains 137759 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62838 members 
Mstep: Class 10 contains 193893 members 
Mstep: Class 11 contains 168632 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163651 members 
Mstep: Class 14 contains 32899 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180265 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 306Q: 23 clusters Score -1.803242e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164535 members 
Mstep: Class 3 contains 137748 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55041 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62836 members 
Mstep: Class 10 contains 193896 members 
Mstep: Class 11 contains 168649 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163634 members 
Mstep: Class 14 contains 32902 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180259 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152009 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 307Q: 23 clusters Score -1.803242e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 164541 members 
Mstep: Class 3 contains 137732 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55045 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62835 members 
Mstep: Class 10 contains 193897 members 
Mstep: Class 11 contains 168668 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163611 members 
Mstep: Class 14 contains 32903 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180267 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152013 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324368.000000 Penalty: 77098.109375
Iteration 308Q: 23 clusters Score -1.803244e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164553 members 
Mstep: Class 3 contains 137725 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55036 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62834 members 
Mstep: Class 10 contains 193892 members 
Mstep: Class 11 contains 168682 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163590 members 
Mstep: Class 14 contains 32902 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180273 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152027 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324192.000000 Penalty: 77098.109375
Iteration 309Q: 23 clusters Score -1.803242e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164566 members 
Mstep: Class 3 contains 137722 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55035 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62833 members 
Mstep: Class 10 contains 193887 members 
Mstep: Class 11 contains 168701 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163560 members 
Mstep: Class 14 contains 32905 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180277 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152029 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 310Q: 23 clusters Score -1.803243e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164566 members 
Mstep: Class 3 contains 137714 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55029 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62829 members 
Mstep: Class 10 contains 193882 members 
Mstep: Class 11 contains 168730 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163536 members 
Mstep: Class 14 contains 32908 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152041 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 311Q: 23 clusters Score -1.803243e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164566 members 
Mstep: Class 3 contains 137710 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55029 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62830 members 
Mstep: Class 10 contains 193882 members 
Mstep: Class 11 contains 168759 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163509 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152040 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324384.000000 Penalty: 77098.109375
Iteration 312Q: 23 clusters Score -1.803244e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164568 members 
Mstep: Class 3 contains 137694 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55025 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62832 members 
Mstep: Class 10 contains 193881 members 
Mstep: Class 11 contains 168784 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163484 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180283 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152048 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324368.000000 Penalty: 77098.109375
Iteration 313Q: 23 clusters Score -1.803244e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164569 members 
Mstep: Class 3 contains 137688 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55020 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62828 members 
Mstep: Class 10 contains 193874 members 
Mstep: Class 11 contains 168811 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163465 members 
Mstep: Class 14 contains 32913 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180291 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152052 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324544.000000 Penalty: 77098.109375
Iteration 314Q: 23 clusters Score -1.803245e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164580 members 
Mstep: Class 3 contains 137691 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55014 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62827 members 
Mstep: Class 10 contains 193871 members 
Mstep: Class 11 contains 168820 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163458 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180289 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152052 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324352.000000 Penalty: 77098.109375
Iteration 315Q: 23 clusters Score -1.803244e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164585 members 
Mstep: Class 3 contains 137697 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 55011 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62828 members 
Mstep: Class 10 contains 193865 members 
Mstep: Class 11 contains 168823 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163460 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180292 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152044 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324304.000000 Penalty: 77098.109375
Iteration 316Q: 23 clusters Score -1.803243e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164580 members 
Mstep: Class 3 contains 137707 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 55010 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62826 members 
Mstep: Class 10 contains 193861 members 
Mstep: Class 11 contains 168826 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 163463 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180287 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152045 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324400.000000 Penalty: 77098.109375
Iteration 317Q: 23 clusters Score -1.803244e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164579 members 
Mstep: Class 3 contains 137720 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 55004 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62825 members 
Mstep: Class 10 contains 193868 members 
Mstep: Class 11 contains 168822 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163463 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180284 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152043 members 
Mstep: Class 19 contains 34243 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324192.000000 Penalty: 77098.109375
Iteration 318Q: 23 clusters Score -1.803242e+08 nChanged 127
Entering ConstructFrom: 
Score: -180324192.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161125.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158940.125000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158940.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159275.875000 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159275.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159403.921875 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159403.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159479.828125 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159479.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -159550.953125 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159608.906250 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159642.093750 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159642.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159673.421875 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159673.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -159696.671875 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159696.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -159708.828125 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -159715.156250 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -159720.578125 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -159729.453125 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -159730.781250 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -159732.265625 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159735.906250 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -159735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -159736.031250 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -159736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -159736.031250 Penalty: 3550.236816
	Iteration 17F: 3 clusters Score -159736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Entering Unmasked Estep 
Score: -22184006.000000 Penalty: 2978.750732
	Iteration 0F: 2 clusters Score -2.218401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -22077328.000000 Penalty: 5957.501465
	Iteration 0F: 3 clusters Score -2.207733e+07 nChanged 78600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -22123960.000000 Penalty: 5957.501465
	Iteration 1F: 3 clusters Score -2.212396e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -22125512.000000 Penalty: 5957.501465
	Iteration 2Q: 3 clusters Score -2.212551e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -22127834.000000 Penalty: 5957.501465
	Iteration 3Q: 3 clusters Score -2.212783e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -22131304.000000 Penalty: 5957.501465
	Iteration 4Q: 3 clusters Score -2.21313e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -22136806.000000 Penalty: 5957.501465
	Iteration 5F: 3 clusters Score -2.213681e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -22145494.000000 Penalty: 5957.501465
	Iteration 6F: 3 clusters Score -2.214549e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -22156542.000000 Penalty: 5957.501465
	Iteration 7F: 3 clusters Score -2.215654e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -22167498.000000 Penalty: 5957.501465
	Iteration 8F: 3 clusters Score -2.21675e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155742 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -22174884.000000 Penalty: 5957.501465
	Iteration 9F: 3 clusters Score -2.217488e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160280 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -22178500.000000 Penalty: 5957.501465
	Iteration 10Q: 3 clusters Score -2.21785e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -22180076.000000 Penalty: 5957.501465
	Iteration 11Q: 3 clusters Score -2.218008e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22180694.000000 Penalty: 5957.501465
	Iteration 12Q: 3 clusters Score -2.218069e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22181012.000000 Penalty: 5957.501465
	Iteration 13Q: 3 clusters Score -2.218101e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163722 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22181152.000000 Penalty: 5957.501465
	Iteration 14Q: 3 clusters Score -2.218115e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22181302.000000 Penalty: 5957.501465
	Iteration 15Q: 3 clusters Score -2.21813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163860 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22181352.000000 Penalty: 5957.501465
	Iteration 16Q: 3 clusters Score -2.218135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22181390.000000 Penalty: 5957.501465
	Iteration 17Q: 3 clusters Score -2.218139e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22181410.000000 Penalty: 5957.501465
	Iteration 18Q: 3 clusters Score -2.218141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22181450.000000 Penalty: 5957.501465
	Iteration 19Q: 3 clusters Score -2.218145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22181460.000000 Penalty: 5957.501465
	Iteration 20F: 3 clusters Score -2.218146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22181464.000000 Penalty: 5957.501465
	Iteration 21Q: 3 clusters Score -2.218146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22181470.000000 Penalty: 5957.501465
	Iteration 22Q: 3 clusters Score -2.218147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22181478.000000 Penalty: 5957.501465
	Iteration 23Q: 3 clusters Score -2.218148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22181470.000000 Penalty: 5957.501465
	Iteration 24Q: 3 clusters Score -2.218147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22181478.000000 Penalty: 5957.501465
	Iteration 25Q: 3 clusters Score -2.218148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22181492.000000 Penalty: 5957.501465
	Iteration 26Q: 3 clusters Score -2.218149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22181478.000000 Penalty: 5957.501465
	Iteration 27Q: 3 clusters Score -2.218148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22181486.000000 Penalty: 5957.501465
	Iteration 28Q: 3 clusters Score -2.218149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22181478.000000 Penalty: 5957.501465
	Iteration 29Q: 3 clusters Score -2.218148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22181478.000000 Penalty: 5957.501465
	Iteration 30F: 3 clusters Score -2.218148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Entering Unmasked Estep 
Score: -18440192.000000 Penalty: 2934.612549
	Iteration 0F: 2 clusters Score -1.844019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -18348444.000000 Penalty: 5869.225098
	Iteration 0F: 3 clusters Score -1.834844e+07 nChanged 65601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -18386550.000000 Penalty: 5869.225098
	Iteration 1F: 3 clusters Score -1.838655e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -18387504.000000 Penalty: 5869.225098
	Iteration 2Q: 3 clusters Score -1.83875e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -18388736.000000 Penalty: 5869.225098
	Iteration 3Q: 3 clusters Score -1.838874e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -18390706.000000 Penalty: 5869.225098
	Iteration 4Q: 3 clusters Score -1.839071e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -18393756.000000 Penalty: 5869.225098
	Iteration 5Q: 3 clusters Score -1.839376e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -18397882.000000 Penalty: 5869.225098
	Iteration 6Q: 3 clusters Score -1.839788e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -18402506.000000 Penalty: 5869.225098
	Iteration 7F: 3 clusters Score -1.840251e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -18408112.000000 Penalty: 5869.225098
	Iteration 8F: 3 clusters Score -1.840811e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -18413666.000000 Penalty: 5869.225098
	Iteration 9F: 3 clusters Score -1.841367e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -18418270.000000 Penalty: 5869.225098
	Iteration 10F: 3 clusters Score -1.841827e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -18421204.000000 Penalty: 5869.225098
	Iteration 11Q: 3 clusters Score -1.84212e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -18422530.000000 Penalty: 5869.225098
	Iteration 12Q: 3 clusters Score -1.842253e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -18423400.000000 Penalty: 5869.225098
	Iteration 13Q: 3 clusters Score -1.84234e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -18423928.000000 Penalty: 5869.225098
	Iteration 14Q: 3 clusters Score -1.842393e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -18424250.000000 Penalty: 5869.225098
	Iteration 15Q: 3 clusters Score -1.842425e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -18424724.000000 Penalty: 5869.225098
	Iteration 16Q: 3 clusters Score -1.842472e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -18425168.000000 Penalty: 5869.225098
	Iteration 17Q: 3 clusters Score -1.842517e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -18425482.000000 Penalty: 5869.225098
	Iteration 18Q: 3 clusters Score -1.842548e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -18425990.000000 Penalty: 5869.225098
	Iteration 19Q: 3 clusters Score -1.842599e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -18426512.000000 Penalty: 5869.225098
	Iteration 20F: 3 clusters Score -1.842651e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -18427062.000000 Penalty: 5869.225098
	Iteration 21Q: 3 clusters Score -1.842706e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -18427558.000000 Penalty: 5869.225098
	Iteration 22Q: 3 clusters Score -1.842756e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -18428014.000000 Penalty: 5869.225098
	Iteration 23Q: 3 clusters Score -1.842801e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -18428720.000000 Penalty: 5869.225098
	Iteration 24Q: 3 clusters Score -1.842872e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -18429356.000000 Penalty: 5869.225098
	Iteration 25Q: 3 clusters Score -1.842936e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 119236 members 
Entering Unmasked Estep 
Score: -18430010.000000 Penalty: 5869.225098
	Iteration 26Q: 3 clusters Score -1.843001e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -18430658.000000 Penalty: 5869.225098
	Iteration 27Q: 3 clusters Score -1.843066e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -18431360.000000 Penalty: 5869.225098
	Iteration 28Q: 3 clusters Score -1.843136e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -18431990.000000 Penalty: 5869.225098
	Iteration 29Q: 3 clusters Score -1.843199e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -18432736.000000 Penalty: 5869.225098
	Iteration 30Q: 3 clusters Score -1.843274e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 128227 members 
Entering Unmasked Estep 
Score: -18433500.000000 Penalty: 5869.225098
	Iteration 31Q: 3 clusters Score -1.84335e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 129739 members 
Entering Unmasked Estep 
Score: -18434210.000000 Penalty: 5869.225098
	Iteration 32Q: 3 clusters Score -1.843421e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -18434806.000000 Penalty: 5869.225098
	Iteration 33Q: 3 clusters Score -1.843481e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -18435376.000000 Penalty: 5869.225098
	Iteration 34Q: 3 clusters Score -1.843538e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -18435944.000000 Penalty: 5869.225098
	Iteration 35Q: 3 clusters Score -1.843594e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -18436474.000000 Penalty: 5869.225098
	Iteration 36Q: 3 clusters Score -1.843647e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -18436866.000000 Penalty: 5869.225098
	Iteration 37Q: 3 clusters Score -1.843687e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -18437180.000000 Penalty: 5869.225098
	Iteration 38Q: 3 clusters Score -1.843718e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -18437338.000000 Penalty: 5869.225098
	Iteration 39Q: 3 clusters Score -1.843734e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 135905 members 
Entering Unmasked Estep 
Score: -18437440.000000 Penalty: 5869.225098
	Iteration 40F: 3 clusters Score -1.843744e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -18437526.000000 Penalty: 5869.225098
	Iteration 41Q: 3 clusters Score -1.843753e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -18437548.000000 Penalty: 5869.225098
	Iteration 42Q: 3 clusters Score -1.843755e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 136247 members 
Entering Unmasked Estep 
Score: -18437592.000000 Penalty: 5869.225098
	Iteration 43Q: 3 clusters Score -1.843759e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -18437614.000000 Penalty: 5869.225098
	Iteration 44Q: 3 clusters Score -1.843761e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -18437622.000000 Penalty: 5869.225098
	Iteration 45Q: 3 clusters Score -1.843762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 136422 members 
Entering Unmasked Estep 
Score: -18437642.000000 Penalty: 5869.225098
	Iteration 46Q: 3 clusters Score -1.843764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 136461 members 
Entering Unmasked Estep 
Score: -18437656.000000 Penalty: 5869.225098
	Iteration 47Q: 3 clusters Score -1.843766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -18437688.000000 Penalty: 5869.225098
	Iteration 48Q: 3 clusters Score -1.843769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 136514 members 
Entering Unmasked Estep 
Score: -18437710.000000 Penalty: 5869.225098
	Iteration 49Q: 3 clusters Score -1.843771e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -18437742.000000 Penalty: 5869.225098
	Iteration 50Q: 3 clusters Score -1.843774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -18437768.000000 Penalty: 5869.225098
	Iteration 51Q: 3 clusters Score -1.843777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 136580 members 
Entering Unmasked Estep 
Score: -18437794.000000 Penalty: 5869.225098
	Iteration 52Q: 3 clusters Score -1.843779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 136603 members 
Entering Unmasked Estep 
Score: -18437794.000000 Penalty: 5869.225098
	Iteration 53Q: 3 clusters Score -1.843779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 136614 members 
Entering Unmasked Estep 
Score: -18437820.000000 Penalty: 5869.225098
	Iteration 54Q: 3 clusters Score -1.843782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 55Q: 3 clusters Score -1.843782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -18437814.000000 Penalty: 5869.225098
	Iteration 56Q: 3 clusters Score -1.843781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -18437810.000000 Penalty: 5869.225098
	Iteration 57Q: 3 clusters Score -1.843781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136634 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 58Q: 3 clusters Score -1.843782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 136638 members 
Entering Unmasked Estep 
Score: -18437814.000000 Penalty: 5869.225098
	Iteration 59Q: 3 clusters Score -1.843781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 136639 members 
Entering Unmasked Estep 
Score: -18437818.000000 Penalty: 5869.225098
	Iteration 60F: 3 clusters Score -1.843782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
Score: -18437810.000000 Penalty: 5869.225098
	Iteration 61Q: 3 clusters Score -1.843781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -18437818.000000 Penalty: 5869.225098
	Iteration 62Q: 3 clusters Score -1.843782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 63Q: 3 clusters Score -1.843782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -18437812.000000 Penalty: 5869.225098
	Iteration 64Q: 3 clusters Score -1.843781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -18437810.000000 Penalty: 5869.225098
	Iteration 65Q: 3 clusters Score -1.843781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 136651 members 
Entering Unmasked Estep 
Score: -18437820.000000 Penalty: 5869.225098
	Iteration 66Q: 3 clusters Score -1.843782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 136651 members 
Entering Unmasked Estep 
Score: -18437804.000000 Penalty: 5869.225098
	Iteration 67Q: 3 clusters Score -1.84378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -18437794.000000 Penalty: 5869.225098
	Iteration 68Q: 3 clusters Score -1.843779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 136660 members 
Entering Unmasked Estep 
Score: -18437798.000000 Penalty: 5869.225098
	Iteration 69Q: 3 clusters Score -1.84378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -18437796.000000 Penalty: 5869.225098
	Iteration 70Q: 3 clusters Score -1.84378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -18437806.000000 Penalty: 5869.225098
	Iteration 71Q: 3 clusters Score -1.843781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -18437812.000000 Penalty: 5869.225098
	Iteration 72Q: 3 clusters Score -1.843781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -18437814.000000 Penalty: 5869.225098
	Iteration 73Q: 3 clusters Score -1.843781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -18437828.000000 Penalty: 5869.225098
	Iteration 74Q: 3 clusters Score -1.843783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 136668 members 
Entering Unmasked Estep 
Score: -18437826.000000 Penalty: 5869.225098
	Iteration 75Q: 3 clusters Score -1.843783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -18437820.000000 Penalty: 5869.225098
	Iteration 76Q: 3 clusters Score -1.843782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 77Q: 3 clusters Score -1.843782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -18437822.000000 Penalty: 5869.225098
	Iteration 78Q: 3 clusters Score -1.843782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -18437828.000000 Penalty: 5869.225098
	Iteration 79Q: 3 clusters Score -1.843783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -18437818.000000 Penalty: 5869.225098
	Iteration 80F: 3 clusters Score -1.843782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -18437804.000000 Penalty: 5869.225098
	Iteration 81Q: 3 clusters Score -1.84378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -18437812.000000 Penalty: 5869.225098
	Iteration 82Q: 3 clusters Score -1.843781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 136675 members 
Entering Unmasked Estep 
Score: -18437820.000000 Penalty: 5869.225098
	Iteration 83Q: 3 clusters Score -1.843782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 84Q: 3 clusters Score -1.843782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5869.225098
	Iteration 85F: 3 clusters Score -1.843782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -996288.375000 Penalty: 2227.986328
	Iteration 0F: 2 clusters Score -996288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -989836.562500 Penalty: 4455.972656
	Iteration 0F: 3 clusters Score -989836.6 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -991661.062500 Penalty: 4455.972656
	Iteration 1F: 3 clusters Score -991661.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -992030.375000 Penalty: 4455.972656
	Iteration 2F: 3 clusters Score -992030.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -992280.750000 Penalty: 4455.972656
	Iteration 3F: 3 clusters Score -992280.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -992477.000000 Penalty: 4455.972656
	Iteration 4Q: 3 clusters Score -992477 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -992632.312500 Penalty: 4455.972656
	Iteration 5Q: 3 clusters Score -992632.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -992760.750000 Penalty: 4455.972656
	Iteration 6Q: 3 clusters Score -992760.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -992875.187500 Penalty: 4455.972656
	Iteration 7Q: 3 clusters Score -992875.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -992987.062500 Penalty: 4455.972656
	Iteration 8Q: 3 clusters Score -992987.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -993079.937500 Penalty: 4455.972656
	Iteration 9Q: 3 clusters Score -993079.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -993180.250000 Penalty: 4455.972656
	Iteration 10Q: 3 clusters Score -993180.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -993289.125000 Penalty: 4455.972656
	Iteration 11Q: 3 clusters Score -993289.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -993386.687500 Penalty: 4455.972656
	Iteration 12Q: 3 clusters Score -993386.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -993470.125000 Penalty: 4455.972656
	Iteration 13Q: 3 clusters Score -993470.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -993543.437500 Penalty: 4455.972656
	Iteration 14Q: 3 clusters Score -993543.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -993617.062500 Penalty: 4455.972656
	Iteration 15Q: 3 clusters Score -993617.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -993715.625000 Penalty: 4455.972656
	Iteration 16Q: 3 clusters Score -993715.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -993840.500000 Penalty: 4455.972656
	Iteration 17Q: 3 clusters Score -993840.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -993985.250000 Penalty: 4455.972656
	Iteration 18Q: 3 clusters Score -993985.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -994136.125000 Penalty: 4455.972656
	Iteration 19Q: 3 clusters Score -994136.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -994297.937500 Penalty: 4455.972656
	Iteration 20F: 3 clusters Score -994297.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -994425.812500 Penalty: 4455.972656
	Iteration 21Q: 3 clusters Score -994425.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -994532.437500 Penalty: 4455.972656
	Iteration 22Q: 3 clusters Score -994532.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -994634.562500 Penalty: 4455.972656
	Iteration 23Q: 3 clusters Score -994634.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -994732.000000 Penalty: 4455.972656
	Iteration 24Q: 3 clusters Score -994732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -994786.562500 Penalty: 4455.972656
	Iteration 25Q: 3 clusters Score -994786.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -994819.937500 Penalty: 4455.972656
	Iteration 26Q: 3 clusters Score -994819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -994842.312500 Penalty: 4455.972656
	Iteration 27Q: 3 clusters Score -994842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -994850.875000 Penalty: 4455.972656
	Iteration 28Q: 3 clusters Score -994850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -994864.062500 Penalty: 4455.972656
	Iteration 29Q: 3 clusters Score -994864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -994874.687500 Penalty: 4455.972656
	Iteration 30Q: 3 clusters Score -994874.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -994889.625000 Penalty: 4455.972656
	Iteration 31Q: 3 clusters Score -994889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -994902.312500 Penalty: 4455.972656
	Iteration 32Q: 3 clusters Score -994902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -994909.812500 Penalty: 4455.972656
	Iteration 33Q: 3 clusters Score -994909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -994912.250000 Penalty: 4455.972656
	Iteration 34Q: 3 clusters Score -994912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -994917.812500 Penalty: 4455.972656
	Iteration 35Q: 3 clusters Score -994917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -994920.500000 Penalty: 4455.972656
	Iteration 36Q: 3 clusters Score -994920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -994921.750000 Penalty: 4455.972656
	Iteration 37Q: 3 clusters Score -994921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -994921.500000 Penalty: 4455.972656
	Iteration 38Q: 3 clusters Score -994921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -994921.500000 Penalty: 4455.972656
	Iteration 39F: 3 clusters Score -994921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -593778.000000 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -593778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -589582.625000 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -589582.6 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -590492.562500 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -590492.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -590665.000000 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -590665 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -590789.062500 Penalty: 4170.612793
	Iteration 3Q: 3 clusters Score -590789.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -590877.125000 Penalty: 4170.612793
	Iteration 4Q: 3 clusters Score -590877.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -590930.500000 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -590930.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -590969.500000 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -590969.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -590993.187500 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -590993.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -591010.937500 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -591010.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -591027.687500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -591027.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -591044.500000 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -591044.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -591058.562500 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -591058.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -591068.000000 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -591068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -591077.625000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -591077.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -591084.500000 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -591084.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -591092.187500 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -591092.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -591098.062500 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -591098.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -591105.687500 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -591105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -591111.187500 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -591111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -591116.562500 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -591116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -591120.187500 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -591120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -591126.250000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -591126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -591134.812500 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -591134.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -591143.000000 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -591143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -591155.187500 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -591155.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -591162.250000 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -591162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -591166.125000 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -591166.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -591172.000000 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -591172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -591174.750000 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -591174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -591178.625000 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -591178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591182.812500 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -591182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -591189.437500 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -591189.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -591197.562500 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -591197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -591203.187500 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -591203.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -591208.937500 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -591208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -591213.937500 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -591213.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -591222.875000 Penalty: 4170.612793
	Iteration 36Q: 3 clusters Score -591222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -591235.687500 Penalty: 4170.612793
	Iteration 37Q: 3 clusters Score -591235.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -591250.250000 Penalty: 4170.612793
	Iteration 38Q: 3 clusters Score -591250.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -591269.562500 Penalty: 4170.612793
	Iteration 39Q: 3 clusters Score -591269.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591288.125000 Penalty: 4170.612793
	Iteration 40F: 3 clusters Score -591288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -591304.812500 Penalty: 4170.612793
	Iteration 41Q: 3 clusters Score -591304.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -591320.062500 Penalty: 4170.612793
	Iteration 42Q: 3 clusters Score -591320.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -591335.437500 Penalty: 4170.612793
	Iteration 43Q: 3 clusters Score -591335.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -591359.250000 Penalty: 4170.612793
	Iteration 44Q: 3 clusters Score -591359.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -591387.250000 Penalty: 4170.612793
	Iteration 45Q: 3 clusters Score -591387.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -591407.687500 Penalty: 4170.612793
	Iteration 46Q: 3 clusters Score -591407.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -591431.187500 Penalty: 4170.612793
	Iteration 47Q: 3 clusters Score -591431.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -591453.062500 Penalty: 4170.612793
	Iteration 48Q: 3 clusters Score -591453.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -591474.625000 Penalty: 4170.612793
	Iteration 49Q: 3 clusters Score -591474.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -591490.625000 Penalty: 4170.612793
	Iteration 50Q: 3 clusters Score -591490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -591504.500000 Penalty: 4170.612793
	Iteration 51Q: 3 clusters Score -591504.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -591518.812500 Penalty: 4170.612793
	Iteration 52Q: 3 clusters Score -591518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -591532.625000 Penalty: 4170.612793
	Iteration 53Q: 3 clusters Score -591532.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -591549.187500 Penalty: 4170.612793
	Iteration 54Q: 3 clusters Score -591549.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -591562.875000 Penalty: 4170.612793
	Iteration 55Q: 3 clusters Score -591562.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -591578.250000 Penalty: 4170.612793
	Iteration 56Q: 3 clusters Score -591578.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -591591.625000 Penalty: 4170.612793
	Iteration 57Q: 3 clusters Score -591591.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -591603.937500 Penalty: 4170.612793
	Iteration 58Q: 3 clusters Score -591603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -591613.125000 Penalty: 4170.612793
	Iteration 59Q: 3 clusters Score -591613.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -591625.375000 Penalty: 4170.612793
	Iteration 60F: 3 clusters Score -591625.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -591644.625000 Penalty: 4170.612793
	Iteration 61Q: 3 clusters Score -591644.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -591668.187500 Penalty: 4170.612793
	Iteration 62Q: 3 clusters Score -591668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -591691.312500 Penalty: 4170.612793
	Iteration 63Q: 3 clusters Score -591691.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -591717.937500 Penalty: 4170.612793
	Iteration 64Q: 3 clusters Score -591717.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -591743.750000 Penalty: 4170.612793
	Iteration 65Q: 3 clusters Score -591743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -591758.625000 Penalty: 4170.612793
	Iteration 66Q: 3 clusters Score -591758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -591782.062500 Penalty: 4170.612793
	Iteration 67Q: 3 clusters Score -591782.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -591810.750000 Penalty: 4170.612793
	Iteration 68Q: 3 clusters Score -591810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -591833.500000 Penalty: 4170.612793
	Iteration 69Q: 3 clusters Score -591833.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -591848.750000 Penalty: 4170.612793
	Iteration 70Q: 3 clusters Score -591848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -591858.000000 Penalty: 4170.612793
	Iteration 71Q: 3 clusters Score -591858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -591869.812500 Penalty: 4170.612793
	Iteration 72Q: 3 clusters Score -591869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -591875.000000 Penalty: 4170.612793
	Iteration 73Q: 3 clusters Score -591875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -591879.312500 Penalty: 4170.612793
	Iteration 74Q: 3 clusters Score -591879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -591884.937500 Penalty: 4170.612793
	Iteration 75Q: 3 clusters Score -591884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -591890.562500 Penalty: 4170.612793
	Iteration 76Q: 3 clusters Score -591890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -591892.125000 Penalty: 4170.612793
	Iteration 77Q: 3 clusters Score -591892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -591893.062500 Penalty: 4170.612793
	Iteration 78Q: 3 clusters Score -591893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -591896.312500 Penalty: 4170.612793
	Iteration 79Q: 3 clusters Score -591896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -591902.312500 Penalty: 4170.612793
	Iteration 80F: 3 clusters Score -591902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -591908.375000 Penalty: 4170.612793
	Iteration 81Q: 3 clusters Score -591908.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -591912.062500 Penalty: 4170.612793
	Iteration 82Q: 3 clusters Score -591912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -591918.562500 Penalty: 4170.612793
	Iteration 83Q: 3 clusters Score -591918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -591921.062500 Penalty: 4170.612793
	Iteration 84Q: 3 clusters Score -591921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -591923.250000 Penalty: 4170.612793
	Iteration 85Q: 3 clusters Score -591923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -591926.000000 Penalty: 4170.612793
	Iteration 86Q: 3 clusters Score -591926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -591928.312500 Penalty: 4170.612793
	Iteration 87Q: 3 clusters Score -591928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -591930.437500 Penalty: 4170.612793
	Iteration 88Q: 3 clusters Score -591930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -591933.375000 Penalty: 4170.612793
	Iteration 89Q: 3 clusters Score -591933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -591932.500000 Penalty: 4170.612793
	Iteration 90Q: 3 clusters Score -591932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -591932.500000 Penalty: 4170.612793
	Iteration 91F: 3 clusters Score -591932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Entering Unmasked Estep 
Score: -7426892.500000 Penalty: 2706.933105
	Iteration 0F: 2 clusters Score -7426892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -7390241.000000 Penalty: 5413.866211
	Iteration 0F: 3 clusters Score -7390241 nChanged 25405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -7404232.500000 Penalty: 5413.866211
	Iteration 1F: 3 clusters Score -7404232 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -7404915.000000 Penalty: 5413.866211
	Iteration 2Q: 3 clusters Score -7404915 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -7405651.000000 Penalty: 5413.866211
	Iteration 3Q: 3 clusters Score -7405651 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -7406747.500000 Penalty: 5413.866211
	Iteration 4Q: 3 clusters Score -7406748 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7408223.000000 Penalty: 5413.866211
	Iteration 5Q: 3 clusters Score -7408223 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -7410511.000000 Penalty: 5413.866211
	Iteration 6F: 3 clusters Score -7410511 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7413378.500000 Penalty: 5413.866211
	Iteration 7F: 3 clusters Score -7413378 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -7416369.000000 Penalty: 5413.866211
	Iteration 8F: 3 clusters Score -7416369 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -7418870.000000 Penalty: 5413.866211
	Iteration 9F: 3 clusters Score -7418870 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -7420566.500000 Penalty: 5413.866211
	Iteration 10Q: 3 clusters Score -7420566 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -7421629.000000 Penalty: 5413.866211
	Iteration 11Q: 3 clusters Score -7421629 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7422325.500000 Penalty: 5413.866211
	Iteration 12Q: 3 clusters Score -7422326 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7422807.000000 Penalty: 5413.866211
	Iteration 13Q: 3 clusters Score -7422807 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -7423124.000000 Penalty: 5413.866211
	Iteration 14Q: 3 clusters Score -7423124 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7423338.500000 Penalty: 5413.866211
	Iteration 15Q: 3 clusters Score -7423338 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7423521.000000 Penalty: 5413.866211
	Iteration 16Q: 3 clusters Score -7423521 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -7423666.000000 Penalty: 5413.866211
	Iteration 17Q: 3 clusters Score -7423666 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7423788.000000 Penalty: 5413.866211
	Iteration 18Q: 3 clusters Score -7423788 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7423874.000000 Penalty: 5413.866211
	Iteration 19Q: 3 clusters Score -7423874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7423928.500000 Penalty: 5413.866211
	Iteration 20F: 3 clusters Score -7423928 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7423986.500000 Penalty: 5413.866211
	Iteration 21Q: 3 clusters Score -7423986 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7424050.500000 Penalty: 5413.866211
	Iteration 22Q: 3 clusters Score -7424050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7424116.000000 Penalty: 5413.866211
	Iteration 23Q: 3 clusters Score -7424116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7424191.000000 Penalty: 5413.866211
	Iteration 24Q: 3 clusters Score -7424191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7424239.500000 Penalty: 5413.866211
	Iteration 25Q: 3 clusters Score -7424240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7424286.500000 Penalty: 5413.866211
	Iteration 26Q: 3 clusters Score -7424286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7424306.500000 Penalty: 5413.866211
	Iteration 27Q: 3 clusters Score -7424306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7424346.000000 Penalty: 5413.866211
	Iteration 28Q: 3 clusters Score -7424346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7424367.000000 Penalty: 5413.866211
	Iteration 29Q: 3 clusters Score -7424367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7424389.500000 Penalty: 5413.866211
	Iteration 30Q: 3 clusters Score -7424390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7424409.000000 Penalty: 5413.866211
	Iteration 31Q: 3 clusters Score -7424409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7424415.500000 Penalty: 5413.866211
	Iteration 32Q: 3 clusters Score -7424416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7424433.000000 Penalty: 5413.866211
	Iteration 33Q: 3 clusters Score -7424433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7424447.500000 Penalty: 5413.866211
	Iteration 34Q: 3 clusters Score -7424448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7424466.500000 Penalty: 5413.866211
	Iteration 35Q: 3 clusters Score -7424466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7424482.000000 Penalty: 5413.866211
	Iteration 36Q: 3 clusters Score -7424482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7424484.000000 Penalty: 5413.866211
	Iteration 37Q: 3 clusters Score -7424484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7424489.500000 Penalty: 5413.866211
	Iteration 38Q: 3 clusters Score -7424490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7424496.500000 Penalty: 5413.866211
	Iteration 39Q: 3 clusters Score -7424496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7424505.000000 Penalty: 5413.866211
	Iteration 40F: 3 clusters Score -7424505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7424517.500000 Penalty: 5413.866211
	Iteration 41Q: 3 clusters Score -7424518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7424516.000000 Penalty: 5413.866211
	Iteration 42Q: 3 clusters Score -7424516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7424518.500000 Penalty: 5413.866211
	Iteration 43Q: 3 clusters Score -7424518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7424537.500000 Penalty: 5413.866211
	Iteration 44Q: 3 clusters Score -7424538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7424543.500000 Penalty: 5413.866211
	Iteration 45Q: 3 clusters Score -7424544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7424539.000000 Penalty: 5413.866211
	Iteration 46Q: 3 clusters Score -7424539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7424549.000000 Penalty: 5413.866211
	Iteration 47Q: 3 clusters Score -7424549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7424549.500000 Penalty: 5413.866211
	Iteration 48Q: 3 clusters Score -7424550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7424572.500000 Penalty: 5413.866211
	Iteration 49Q: 3 clusters Score -7424572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7424581.500000 Penalty: 5413.866211
	Iteration 50Q: 3 clusters Score -7424582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7424580.500000 Penalty: 5413.866211
	Iteration 51Q: 3 clusters Score -7424580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7424594.000000 Penalty: 5413.866211
	Iteration 52Q: 3 clusters Score -7424594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7424604.500000 Penalty: 5413.866211
	Iteration 53Q: 3 clusters Score -7424604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7424619.000000 Penalty: 5413.866211
	Iteration 54Q: 3 clusters Score -7424619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7424623.000000 Penalty: 5413.866211
	Iteration 55Q: 3 clusters Score -7424623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7424625.500000 Penalty: 5413.866211
	Iteration 56Q: 3 clusters Score -7424626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7424648.000000 Penalty: 5413.866211
	Iteration 57Q: 3 clusters Score -7424648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7424652.000000 Penalty: 5413.866211
	Iteration 58Q: 3 clusters Score -7424652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7424654.000000 Penalty: 5413.866211
	Iteration 59Q: 3 clusters Score -7424654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7424658.000000 Penalty: 5413.866211
	Iteration 60F: 3 clusters Score -7424658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7424660.000000 Penalty: 5413.866211
	Iteration 61Q: 3 clusters Score -7424660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7424665.500000 Penalty: 5413.866211
	Iteration 62Q: 3 clusters Score -7424666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7424667.000000 Penalty: 5413.866211
	Iteration 63Q: 3 clusters Score -7424667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7424670.500000 Penalty: 5413.866211
	Iteration 64Q: 3 clusters Score -7424670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7424674.000000 Penalty: 5413.866211
	Iteration 65Q: 3 clusters Score -7424674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7424675.000000 Penalty: 5413.866211
	Iteration 66Q: 3 clusters Score -7424675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7424671.500000 Penalty: 5413.866211
	Iteration 67Q: 3 clusters Score -7424672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7424671.500000 Penalty: 5413.866211
	Iteration 68Q: 3 clusters Score -7424672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7424677.500000 Penalty: 5413.866211
	Iteration 69Q: 3 clusters Score -7424678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7424677.000000 Penalty: 5413.866211
	Iteration 70Q: 3 clusters Score -7424677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7424677.000000 Penalty: 5413.866211
	Iteration 71Q: 3 clusters Score -7424677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7424677.500000 Penalty: 5413.866211
	Iteration 72Q: 3 clusters Score -7424678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7424683.000000 Penalty: 5413.866211
	Iteration 73Q: 3 clusters Score -7424683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7424679.500000 Penalty: 5413.866211
	Iteration 74Q: 3 clusters Score -7424680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7424684.500000 Penalty: 5413.866211
	Iteration 75Q: 3 clusters Score -7424684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7424682.500000 Penalty: 5413.866211
	Iteration 76Q: 3 clusters Score -7424682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7424678.500000 Penalty: 5413.866211
	Iteration 77Q: 3 clusters Score -7424678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7424681.000000 Penalty: 5413.866211
	Iteration 78Q: 3 clusters Score -7424681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7424681.000000 Penalty: 5413.866211
	Iteration 79F: 3 clusters Score -7424681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351058.843750 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -351058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348000.781250 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -348000.8 nChanged 866
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: -348582.562500 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -348582.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -348739.375000 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -348739.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -348839.781250 Penalty: 3906.812744
	Iteration 3F: 3 clusters Score -348839.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -348904.625000 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -348904.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -348953.156250 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -348953.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -348986.906250 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -348986.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -349016.468750 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -349016.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349039.187500 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -349039.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -349055.718750 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -349055.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -349068.437500 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -349068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -349081.375000 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -349081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -349091.875000 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -349091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -349099.468750 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -349099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -349111.156250 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -349111.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349128.500000 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -349128.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -349148.656250 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -349148.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -349173.562500 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -349173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -349188.187500 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -349188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -349203.875000 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -349203.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -349217.843750 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -349217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -349227.218750 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -349227.2 nChanged 19
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: -349238.406250 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -349238.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -349248.781250 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -349248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -349258.500000 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -349258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -349265.531250 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -349265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -349271.500000 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -349271.5 nChanged 14
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: -349279.062500 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -349279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -349285.093750 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -349285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -349290.812500 Penalty: 3906.812744
	Iteration 29Q: 3 clusters Score -349290.8 nChanged 11
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: -349298.562500 Penalty: 3906.812744
	Iteration 30Q: 3 clusters Score -349298.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -349302.531250 Penalty: 3906.812744
	Iteration 31Q: 3 clusters Score -349302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -349305.750000 Penalty: 3906.812744
	Iteration 32Q: 3 clusters Score -349305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -349310.406250 Penalty: 3906.812744
	Iteration 33Q: 3 clusters Score -349310.4 nChanged 6
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: -349314.468750 Penalty: 3906.812744
	Iteration 34Q: 3 clusters Score -349314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -349317.218750 Penalty: 3906.812744
	Iteration 35Q: 3 clusters Score -349317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -349321.875000 Penalty: 3906.812744
	Iteration 36Q: 3 clusters Score -349321.9 nChanged 7
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: -349325.593750 Penalty: 3906.812744
	Iteration 37Q: 3 clusters Score -349325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -349329.218750 Penalty: 3906.812744
	Iteration 38Q: 3 clusters Score -349329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -349334.593750 Penalty: 3906.812744
	Iteration 39Q: 3 clusters Score -349334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -349341.437500 Penalty: 3906.812744
	Iteration 40F: 3 clusters Score -349341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -349351.687500 Penalty: 3906.812744
	Iteration 41Q: 3 clusters Score -349351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -349360.562500 Penalty: 3906.812744
	Iteration 42Q: 3 clusters Score -349360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -349369.937500 Penalty: 3906.812744
	Iteration 43Q: 3 clusters Score -349369.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -349380.218750 Penalty: 3906.812744
	Iteration 44Q: 3 clusters Score -349380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -349393.718750 Penalty: 3906.812744
	Iteration 45Q: 3 clusters Score -349393.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -349402.750000 Penalty: 3906.812744
	Iteration 46Q: 3 clusters Score -349402.8 nChanged 5
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: -349406.437500 Penalty: 3906.812744
	Iteration 47Q: 3 clusters Score -349406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -349409.250000 Penalty: 3906.812744
	Iteration 48Q: 3 clusters Score -349409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -349410.250000 Penalty: 3906.812744
	Iteration 49Q: 3 clusters Score -349410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -349411.625000 Penalty: 3906.812744
	Iteration 50Q: 3 clusters Score -349411.6 nChanged 1
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: -349412.687500 Penalty: 3906.812744
	Iteration 51Q: 3 clusters Score -349412.7 nChanged 0
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: -349412.687500 Penalty: 3906.812744
	Iteration 52F: 3 clusters Score -349412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 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 243 members 
Entering Unmasked Estep 
Score: -58604.164062 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58604.16 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58857.500000 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58857.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58964.960938 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58964.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59035.726562 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -59035.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59150.117188 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -59150.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59327.160156 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59327.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59517.582031 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59517.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59564.257812 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59564.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59587.761719 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -59587.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59596.679688 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -59596.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59602.593750 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -59602.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59620.273438 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -59620.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59629.980469 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -59629.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59638.601562 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -59638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59641.140625 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -59641.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59644.601562 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -59644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59651.402344 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -59651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59657.128906 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -59657.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59660.097656 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -59660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59663.332031 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -59663.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59663.332031 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -59663.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Entering Unmasked Estep 
Score: -8187475.500000 Penalty: 2739.923096
	Iteration 0F: 2 clusters Score -8187476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8145354.000000 Penalty: 5479.846191
	Iteration 0F: 3 clusters Score -8145354 nChanged 29119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -8161449.500000 Penalty: 5479.846191
	Iteration 1F: 3 clusters Score -8161450 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -8161968.000000 Penalty: 5479.846191
	Iteration 2Q: 3 clusters Score -8161968 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -8162607.500000 Penalty: 5479.846191
	Iteration 3Q: 3 clusters Score -8162608 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -8163214.000000 Penalty: 5479.846191
	Iteration 4Q: 3 clusters Score -8163214 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8164011.000000 Penalty: 5479.846191
	Iteration 5Q: 3 clusters Score -8164011 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -8165079.000000 Penalty: 5479.846191
	Iteration 6Q: 3 clusters Score -8165079 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8166776.000000 Penalty: 5479.846191
	Iteration 7Q: 3 clusters Score -8166776 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -8169097.000000 Penalty: 5479.846191
	Iteration 8F: 3 clusters Score -8169097 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8171940.500000 Penalty: 5479.846191
	Iteration 9F: 3 clusters Score -8171940 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -8175141.000000 Penalty: 5479.846191
	Iteration 10F: 3 clusters Score -8175141 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -8178124.500000 Penalty: 5479.846191
	Iteration 11F: 3 clusters Score -8178124 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -8180480.000000 Penalty: 5479.846191
	Iteration 12Q: 3 clusters Score -8180480 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8182134.500000 Penalty: 5479.846191
	Iteration 13Q: 3 clusters Score -8182134 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8183291.000000 Penalty: 5479.846191
	Iteration 14Q: 3 clusters Score -8183291 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8184005.500000 Penalty: 5479.846191
	Iteration 15Q: 3 clusters Score -8184006 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8184421.000000 Penalty: 5479.846191
	Iteration 16Q: 3 clusters Score -8184421 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5479.846191
	Iteration 17Q: 3 clusters Score -8184652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8184806.000000 Penalty: 5479.846191
	Iteration 18Q: 3 clusters Score -8184806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8184885.500000 Penalty: 5479.846191
	Iteration 19Q: 3 clusters Score -8184886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8184960.000000 Penalty: 5479.846191
	Iteration 20F: 3 clusters Score -8184960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8184994.500000 Penalty: 5479.846191
	Iteration 21Q: 3 clusters Score -8184994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8185031.000000 Penalty: 5479.846191
	Iteration 22Q: 3 clusters Score -8185031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8185055.000000 Penalty: 5479.846191
	Iteration 23Q: 3 clusters Score -8185055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8185078.500000 Penalty: 5479.846191
	Iteration 24Q: 3 clusters Score -8185078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8185087.000000 Penalty: 5479.846191
	Iteration 25Q: 3 clusters Score -8185087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8185097.500000 Penalty: 5479.846191
	Iteration 26Q: 3 clusters Score -8185098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8185101.000000 Penalty: 5479.846191
	Iteration 27Q: 3 clusters Score -8185101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8185102.000000 Penalty: 5479.846191
	Iteration 28Q: 3 clusters Score -8185102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8185116.500000 Penalty: 5479.846191
	Iteration 29Q: 3 clusters Score -8185116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8185119.000000 Penalty: 5479.846191
	Iteration 30Q: 3 clusters Score -8185119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8185115.000000 Penalty: 5479.846191
	Iteration 31Q: 3 clusters Score -8185115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8185124.000000 Penalty: 5479.846191
	Iteration 32Q: 3 clusters Score -8185124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8185126.000000 Penalty: 5479.846191
	Iteration 33Q: 3 clusters Score -8185126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8185137.500000 Penalty: 5479.846191
	Iteration 34Q: 3 clusters Score -8185138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8185140.000000 Penalty: 5479.846191
	Iteration 35Q: 3 clusters Score -8185140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8185146.000000 Penalty: 5479.846191
	Iteration 36Q: 3 clusters Score -8185146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8185144.000000 Penalty: 5479.846191
	Iteration 37Q: 3 clusters Score -8185144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8185149.500000 Penalty: 5479.846191
	Iteration 38Q: 3 clusters Score -8185150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8185149.500000 Penalty: 5479.846191
	Iteration 39F: 3 clusters Score -8185150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193866 members 
Entering Unmasked Estep 
Score: -26166224.000000 Penalty: 3019.380859
	Iteration 0F: 2 clusters Score -2.616622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -26056366.000000 Penalty: 6038.761719
	Iteration 0F: 3 clusters Score -2.605637e+07 nChanged 93045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -26110954.000000 Penalty: 6038.761719
	Iteration 1F: 3 clusters Score -2.611095e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -26112006.000000 Penalty: 6038.761719
	Iteration 2Q: 3 clusters Score -2.611201e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -26113764.000000 Penalty: 6038.761719
	Iteration 3Q: 3 clusters Score -2.611376e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -26115712.000000 Penalty: 6038.761719
	Iteration 4Q: 3 clusters Score -2.611571e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -26117946.000000 Penalty: 6038.761719
	Iteration 5Q: 3 clusters Score -2.611795e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -26120898.000000 Penalty: 6038.761719
	Iteration 6Q: 3 clusters Score -2.61209e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -26124344.000000 Penalty: 6038.761719
	Iteration 7Q: 3 clusters Score -2.612434e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -26127852.000000 Penalty: 6038.761719
	Iteration 8Q: 3 clusters Score -2.612785e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -26131724.000000 Penalty: 6038.761719
	Iteration 9Q: 3 clusters Score -2.613172e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -26135716.000000 Penalty: 6038.761719
	Iteration 10Q: 3 clusters Score -2.613572e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -26140022.000000 Penalty: 6038.761719
	Iteration 11Q: 3 clusters Score -2.614002e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -26144644.000000 Penalty: 6038.761719
	Iteration 12Q: 3 clusters Score -2.614464e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 131430 members 
Entering Unmasked Estep 
Score: -26148984.000000 Penalty: 6038.761719
	Iteration 13Q: 3 clusters Score -2.614898e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 138141 members 
Entering Unmasked Estep 
Score: -26152822.000000 Penalty: 6038.761719
	Iteration 14Q: 3 clusters Score -2.615282e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -26156006.000000 Penalty: 6038.761719
	Iteration 15Q: 3 clusters Score -2.615601e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -26158252.000000 Penalty: 6038.761719
	Iteration 16Q: 3 clusters Score -2.615825e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 152655 members 
Entering Unmasked Estep 
Score: -26159706.000000 Penalty: 6038.761719
	Iteration 17Q: 3 clusters Score -2.615971e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -26160590.000000 Penalty: 6038.761719
	Iteration 18Q: 3 clusters Score -2.616059e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -26161138.000000 Penalty: 6038.761719
	Iteration 19Q: 3 clusters Score -2.616114e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -26161448.000000 Penalty: 6038.761719
	Iteration 20F: 3 clusters Score -2.616145e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -26161716.000000 Penalty: 6038.761719
	Iteration 21Q: 3 clusters Score -2.616172e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 162935 members 
Entering Unmasked Estep 
Score: -26161656.000000 Penalty: 6038.761719
	Iteration 22Q: 3 clusters Score -2.616166e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -26161740.000000 Penalty: 6038.761719
	Iteration 23Q: 3 clusters Score -2.616174e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -26161884.000000 Penalty: 6038.761719
	Iteration 24Q: 3 clusters Score -2.616188e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -26161924.000000 Penalty: 6038.761719
	Iteration 25Q: 3 clusters Score -2.616192e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 166556 members 
Entering Unmasked Estep 
Score: -26161954.000000 Penalty: 6038.761719
	Iteration 26Q: 3 clusters Score -2.616195e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -26162020.000000 Penalty: 6038.761719
	Iteration 27Q: 3 clusters Score -2.616202e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -26162000.000000 Penalty: 6038.761719
	Iteration 28Q: 3 clusters Score -2.6162e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -26161994.000000 Penalty: 6038.761719
	Iteration 29Q: 3 clusters Score -2.616199e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -26162136.000000 Penalty: 6038.761719
	Iteration 30Q: 3 clusters Score -2.616214e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -26162232.000000 Penalty: 6038.761719
	Iteration 31Q: 3 clusters Score -2.616223e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -26162278.000000 Penalty: 6038.761719
	Iteration 32Q: 3 clusters Score -2.616228e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -26162288.000000 Penalty: 6038.761719
	Iteration 33Q: 3 clusters Score -2.616229e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -26162324.000000 Penalty: 6038.761719
	Iteration 34Q: 3 clusters Score -2.616232e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 171698 members 
Entering Unmasked Estep 
Score: -26162296.000000 Penalty: 6038.761719
	Iteration 35Q: 3 clusters Score -2.61623e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -26162386.000000 Penalty: 6038.761719
	Iteration 36Q: 3 clusters Score -2.616239e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -26162402.000000 Penalty: 6038.761719
	Iteration 37Q: 3 clusters Score -2.61624e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -26162360.000000 Penalty: 6038.761719
	Iteration 38Q: 3 clusters Score -2.616236e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 173414 members 
Entering Unmasked Estep 
Score: -26162374.000000 Penalty: 6038.761719
	Iteration 39Q: 3 clusters Score -2.616237e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -26162292.000000 Penalty: 6038.761719
	Iteration 40F: 3 clusters Score -2.616229e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -26162336.000000 Penalty: 6038.761719
	Iteration 41Q: 3 clusters Score -2.616234e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -26162264.000000 Penalty: 6038.761719
	Iteration 42Q: 3 clusters Score -2.616226e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -26162208.000000 Penalty: 6038.761719
	Iteration 43Q: 3 clusters Score -2.616221e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 175277 members 
Entering Unmasked Estep 
Score: -26162210.000000 Penalty: 6038.761719
	Iteration 44Q: 3 clusters Score -2.616221e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -26162226.000000 Penalty: 6038.761719
	Iteration 45Q: 3 clusters Score -2.616223e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 175904 members 
Entering Unmasked Estep 
Score: -26162244.000000 Penalty: 6038.761719
	Iteration 46Q: 3 clusters Score -2.616224e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -26162262.000000 Penalty: 6038.761719
	Iteration 47Q: 3 clusters Score -2.616226e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -26162260.000000 Penalty: 6038.761719
	Iteration 48Q: 3 clusters Score -2.616226e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -26162250.000000 Penalty: 6038.761719
	Iteration 49Q: 3 clusters Score -2.616225e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 177110 members 
Entering Unmasked Estep 
Score: -26162320.000000 Penalty: 6038.761719
	Iteration 50Q: 3 clusters Score -2.616232e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 177412 members 
Entering Unmasked Estep 
Score: -26162388.000000 Penalty: 6038.761719
	Iteration 51Q: 3 clusters Score -2.616239e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -26162372.000000 Penalty: 6038.761719
	Iteration 52Q: 3 clusters Score -2.616237e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -26162412.000000 Penalty: 6038.761719
	Iteration 53Q: 3 clusters Score -2.616241e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 178254 members 
Entering Unmasked Estep 
Score: -26162444.000000 Penalty: 6038.761719
	Iteration 54Q: 3 clusters Score -2.616244e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -26162460.000000 Penalty: 6038.761719
	Iteration 55Q: 3 clusters Score -2.616246e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 178763 members 
Entering Unmasked Estep 
Score: -26162440.000000 Penalty: 6038.761719
	Iteration 56Q: 3 clusters Score -2.616244e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 179011 members 
Entering Unmasked Estep 
Score: -26162538.000000 Penalty: 6038.761719
	Iteration 57Q: 3 clusters Score -2.616254e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 179266 members 
Entering Unmasked Estep 
Score: -26162590.000000 Penalty: 6038.761719
	Iteration 58Q: 3 clusters Score -2.616259e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 179558 members 
Entering Unmasked Estep 
Score: -26162634.000000 Penalty: 6038.761719
	Iteration 59Q: 3 clusters Score -2.616263e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 179837 members 
Entering Unmasked Estep 
Score: -26162608.000000 Penalty: 6038.761719
	Iteration 60F: 3 clusters Score -2.616261e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -26162602.000000 Penalty: 6038.761719
	Iteration 61Q: 3 clusters Score -2.61626e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 180430 members 
Entering Unmasked Estep 
Score: -26162622.000000 Penalty: 6038.761719
	Iteration 62Q: 3 clusters Score -2.616262e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 180741 members 
Entering Unmasked Estep 
Score: -26162742.000000 Penalty: 6038.761719
	Iteration 63Q: 3 clusters Score -2.616274e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 181058 members 
Entering Unmasked Estep 
Score: -26162810.000000 Penalty: 6038.761719
	Iteration 64Q: 3 clusters Score -2.616281e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 181371 members 
Entering Unmasked Estep 
Score: -26162796.000000 Penalty: 6038.761719
	Iteration 65Q: 3 clusters Score -2.61628e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 181700 members 
Entering Unmasked Estep 
Score: -26162838.000000 Penalty: 6038.761719
	Iteration 66Q: 3 clusters Score -2.616284e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 182043 members 
Entering Unmasked Estep 
Score: -26162838.000000 Penalty: 6038.761719
	Iteration 67Q: 3 clusters Score -2.616284e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 182392 members 
Entering Unmasked Estep 
Score: -26162936.000000 Penalty: 6038.761719
	Iteration 68Q: 3 clusters Score -2.616294e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 182733 members 
Entering Unmasked Estep 
Score: -26163034.000000 Penalty: 6038.761719
	Iteration 69Q: 3 clusters Score -2.616303e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 183082 members 
Entering Unmasked Estep 
Score: -26163170.000000 Penalty: 6038.761719
	Iteration 70Q: 3 clusters Score -2.616317e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -26163202.000000 Penalty: 6038.761719
	Iteration 71Q: 3 clusters Score -2.61632e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -26163258.000000 Penalty: 6038.761719
	Iteration 72Q: 3 clusters Score -2.616326e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 184039 members 
Entering Unmasked Estep 
Score: -26163288.000000 Penalty: 6038.761719
	Iteration 73Q: 3 clusters Score -2.616329e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 184312 members 
Entering Unmasked Estep 
Score: -26163296.000000 Penalty: 6038.761719
	Iteration 74Q: 3 clusters Score -2.61633e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 184581 members 
Entering Unmasked Estep 
Score: -26163338.000000 Penalty: 6038.761719
	Iteration 75Q: 3 clusters Score -2.616334e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -26163370.000000 Penalty: 6038.761719
	Iteration 76Q: 3 clusters Score -2.616337e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -26163354.000000 Penalty: 6038.761719
	Iteration 77Q: 3 clusters Score -2.616335e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 185274 members 
Entering Unmasked Estep 
Score: -26163324.000000 Penalty: 6038.761719
	Iteration 78Q: 3 clusters Score -2.616332e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 185454 members 
Entering Unmasked Estep 
Score: -26163396.000000 Penalty: 6038.761719
	Iteration 79Q: 3 clusters Score -2.61634e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 185651 members 
Entering Unmasked Estep 
Score: -26163422.000000 Penalty: 6038.761719
	Iteration 80F: 3 clusters Score -2.616342e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 185848 members 
Entering Unmasked Estep 
Score: -26163456.000000 Penalty: 6038.761719
	Iteration 81Q: 3 clusters Score -2.616346e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 186035 members 
Entering Unmasked Estep 
Score: -26163500.000000 Penalty: 6038.761719
	Iteration 82Q: 3 clusters Score -2.61635e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 186215 members 
Entering Unmasked Estep 
Score: -26163538.000000 Penalty: 6038.761719
	Iteration 83Q: 3 clusters Score -2.616354e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -26163586.000000 Penalty: 6038.761719
	Iteration 84Q: 3 clusters Score -2.616359e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -26163612.000000 Penalty: 6038.761719
	Iteration 85Q: 3 clusters Score -2.616361e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -26163658.000000 Penalty: 6038.761719
	Iteration 86Q: 3 clusters Score -2.616366e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 186884 members 
Entering Unmasked Estep 
Score: -26163694.000000 Penalty: 6038.761719
	Iteration 87Q: 3 clusters Score -2.616369e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 187040 members 
Entering Unmasked Estep 
Score: -26163666.000000 Penalty: 6038.761719
	Iteration 88Q: 3 clusters Score -2.616367e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 187191 members 
Entering Unmasked Estep 
Score: -26163708.000000 Penalty: 6038.761719
	Iteration 89Q: 3 clusters Score -2.616371e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 187330 members 
Entering Unmasked Estep 
Score: -26163726.000000 Penalty: 6038.761719
	Iteration 90Q: 3 clusters Score -2.616373e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 187470 members 
Entering Unmasked Estep 
Score: -26163718.000000 Penalty: 6038.761719
	Iteration 91Q: 3 clusters Score -2.616372e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 187607 members 
Entering Unmasked Estep 
Score: -26163734.000000 Penalty: 6038.761719
	Iteration 92Q: 3 clusters Score -2.616373e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 187726 members 
Entering Unmasked Estep 
Score: -26163762.000000 Penalty: 6038.761719
	Iteration 93Q: 3 clusters Score -2.616376e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -26163802.000000 Penalty: 6038.761719
	Iteration 94Q: 3 clusters Score -2.61638e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -26163814.000000 Penalty: 6038.761719
	Iteration 95Q: 3 clusters Score -2.616381e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 188042 members 
Entering Unmasked Estep 
Score: -26163798.000000 Penalty: 6038.761719
	Iteration 96Q: 3 clusters Score -2.61638e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -26163808.000000 Penalty: 6038.761719
	Iteration 97Q: 3 clusters Score -2.616381e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -26163812.000000 Penalty: 6038.761719
	Iteration 98Q: 3 clusters Score -2.616381e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 188315 members 
Entering Unmasked Estep 
Score: -26163792.000000 Penalty: 6038.761719
	Iteration 99Q: 3 clusters Score -2.616379e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -26163822.000000 Penalty: 6038.761719
	Iteration 100F: 3 clusters Score -2.616382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 188487 members 
Entering Unmasked Estep 
Score: -26163838.000000 Penalty: 6038.761719
	Iteration 101Q: 3 clusters Score -2.616384e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 188551 members 
Entering Unmasked Estep 
Score: -26163856.000000 Penalty: 6038.761719
	Iteration 102Q: 3 clusters Score -2.616386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -26163890.000000 Penalty: 6038.761719
	Iteration 103Q: 3 clusters Score -2.616389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 188653 members 
Entering Unmasked Estep 
Score: -26163928.000000 Penalty: 6038.761719
	Iteration 104Q: 3 clusters Score -2.616393e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 188709 members 
Entering Unmasked Estep 
Score: -26163914.000000 Penalty: 6038.761719
	Iteration 105Q: 3 clusters Score -2.616391e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 188766 members 
Entering Unmasked Estep 
Score: -26163926.000000 Penalty: 6038.761719
	Iteration 106Q: 3 clusters Score -2.616393e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -26163904.000000 Penalty: 6038.761719
	Iteration 107Q: 3 clusters Score -2.61639e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -26163924.000000 Penalty: 6038.761719
	Iteration 108Q: 3 clusters Score -2.616392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 188934 members 
Entering Unmasked Estep 
Score: -26163938.000000 Penalty: 6038.761719
	Iteration 109Q: 3 clusters Score -2.616394e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 188980 members 
Entering Unmasked Estep 
Score: -26163956.000000 Penalty: 6038.761719
	Iteration 110Q: 3 clusters Score -2.616396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 189009 members 
Entering Unmasked Estep 
Score: -26163978.000000 Penalty: 6038.761719
	Iteration 111Q: 3 clusters Score -2.616398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 189048 members 
Entering Unmasked Estep 
Score: -26163986.000000 Penalty: 6038.761719
	Iteration 112Q: 3 clusters Score -2.616399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 189092 members 
Entering Unmasked Estep 
Score: -26163960.000000 Penalty: 6038.761719
	Iteration 113Q: 3 clusters Score -2.616396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 189131 members 
Entering Unmasked Estep 
Score: -26163980.000000 Penalty: 6038.761719
	Iteration 114Q: 3 clusters Score -2.616398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 189169 members 
Entering Unmasked Estep 
Score: -26164008.000000 Penalty: 6038.761719
	Iteration 115Q: 3 clusters Score -2.616401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 189201 members 
Entering Unmasked Estep 
Score: -26164026.000000 Penalty: 6038.761719
	Iteration 116Q: 3 clusters Score -2.616403e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 189233 members 
Entering Unmasked Estep 
Score: -26164032.000000 Penalty: 6038.761719
	Iteration 117Q: 3 clusters Score -2.616403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 189263 members 
Entering Unmasked Estep 
Score: -26164012.000000 Penalty: 6038.761719
	Iteration 118Q: 3 clusters Score -2.616401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 189292 members 
Entering Unmasked Estep 
Score: -26164040.000000 Penalty: 6038.761719
	Iteration 119Q: 3 clusters Score -2.616404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -26164054.000000 Penalty: 6038.761719
	Iteration 120F: 3 clusters Score -2.616405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 189363 members 
Entering Unmasked Estep 
Score: -26164074.000000 Penalty: 6038.761719
	Iteration 121Q: 3 clusters Score -2.616407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 189399 members 
Entering Unmasked Estep 
Score: -26164108.000000 Penalty: 6038.761719
	Iteration 122Q: 3 clusters Score -2.616411e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 189432 members 
Entering Unmasked Estep 
Score: -26164122.000000 Penalty: 6038.761719
	Iteration 123Q: 3 clusters Score -2.616412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 189458 members 
Entering Unmasked Estep 
Score: -26164114.000000 Penalty: 6038.761719
	Iteration 124Q: 3 clusters Score -2.616411e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 189482 members 
Entering Unmasked Estep 
Score: -26164152.000000 Penalty: 6038.761719
	Iteration 125Q: 3 clusters Score -2.616415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 189510 members 
Entering Unmasked Estep 
Score: -26164166.000000 Penalty: 6038.761719
	Iteration 126Q: 3 clusters Score -2.616417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 189539 members 
Entering Unmasked Estep 
Score: -26164124.000000 Penalty: 6038.761719
	Iteration 127Q: 3 clusters Score -2.616412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 189572 members 
Entering Unmasked Estep 
Score: -26164154.000000 Penalty: 6038.761719
	Iteration 128Q: 3 clusters Score -2.616415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 189595 members 
Entering Unmasked Estep 
Score: -26164142.000000 Penalty: 6038.761719
	Iteration 129Q: 3 clusters Score -2.616414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 189615 members 
Entering Unmasked Estep 
Score: -26164148.000000 Penalty: 6038.761719
	Iteration 130Q: 3 clusters Score -2.616415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 189630 members 
Entering Unmasked Estep 
Score: -26164162.000000 Penalty: 6038.761719
	Iteration 131Q: 3 clusters Score -2.616416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -26164174.000000 Penalty: 6038.761719
	Iteration 132Q: 3 clusters Score -2.616417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 189665 members 
Entering Unmasked Estep 
Score: -26164184.000000 Penalty: 6038.761719
	Iteration 133Q: 3 clusters Score -2.616418e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 189689 members 
Entering Unmasked Estep 
Score: -26164184.000000 Penalty: 6038.761719
	Iteration 134Q: 3 clusters Score -2.616418e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 189711 members 
Entering Unmasked Estep 
Score: -26164176.000000 Penalty: 6038.761719
	Iteration 135Q: 3 clusters Score -2.616418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 189727 members 
Entering Unmasked Estep 
Score: -26164186.000000 Penalty: 6038.761719
	Iteration 136Q: 3 clusters Score -2.616419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 189745 members 
Entering Unmasked Estep 
Score: -26164196.000000 Penalty: 6038.761719
	Iteration 137Q: 3 clusters Score -2.61642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 189758 members 
Entering Unmasked Estep 
Score: -26164192.000000 Penalty: 6038.761719
	Iteration 138Q: 3 clusters Score -2.616419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -26164190.000000 Penalty: 6038.761719
	Iteration 139Q: 3 clusters Score -2.616419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -26164188.000000 Penalty: 6038.761719
	Iteration 140F: 3 clusters Score -2.616419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 189804 members 
Entering Unmasked Estep 
Score: -26164202.000000 Penalty: 6038.761719
	Iteration 141Q: 3 clusters Score -2.61642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 189813 members 
Entering Unmasked Estep 
Score: -26164220.000000 Penalty: 6038.761719
	Iteration 142Q: 3 clusters Score -2.616422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 189824 members 
Entering Unmasked Estep 
Score: -26164200.000000 Penalty: 6038.761719
	Iteration 143Q: 3 clusters Score -2.61642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -26164204.000000 Penalty: 6038.761719
	Iteration 144Q: 3 clusters Score -2.61642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -26164184.000000 Penalty: 6038.761719
	Iteration 145Q: 3 clusters Score -2.616418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -26164192.000000 Penalty: 6038.761719
	Iteration 146Q: 3 clusters Score -2.616419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -26164210.000000 Penalty: 6038.761719
	Iteration 147Q: 3 clusters Score -2.616421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -26164210.000000 Penalty: 6038.761719
	Iteration 148Q: 3 clusters Score -2.616421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 189881 members 
Entering Unmasked Estep 
Score: -26164182.000000 Penalty: 6038.761719
	Iteration 149Q: 3 clusters Score -2.616418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 189892 members 
Entering Unmasked Estep 
Score: -26164226.000000 Penalty: 6038.761719
	Iteration 150Q: 3 clusters Score -2.616423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 189896 members 
Entering Unmasked Estep 
Score: -26164218.000000 Penalty: 6038.761719
	Iteration 151Q: 3 clusters Score -2.616422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 189906 members 
Entering Unmasked Estep 
Score: -26164238.000000 Penalty: 6038.761719
	Iteration 152Q: 3 clusters Score -2.616424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -26164216.000000 Penalty: 6038.761719
	Iteration 153Q: 3 clusters Score -2.616422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -26164222.000000 Penalty: 6038.761719
	Iteration 154Q: 3 clusters Score -2.616422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 189949 members 
Entering Unmasked Estep 
Score: -26164224.000000 Penalty: 6038.761719
	Iteration 155Q: 3 clusters Score -2.616422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 189960 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 156Q: 3 clusters Score -2.616423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 189973 members 
Entering Unmasked Estep 
Score: -26164218.000000 Penalty: 6038.761719
	Iteration 157Q: 3 clusters Score -2.616422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 158Q: 3 clusters Score -2.616423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -26164242.000000 Penalty: 6038.761719
	Iteration 159Q: 3 clusters Score -2.616424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -26164246.000000 Penalty: 6038.761719
	Iteration 160F: 3 clusters Score -2.616425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -26164234.000000 Penalty: 6038.761719
	Iteration 161Q: 3 clusters Score -2.616423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 190010 members 
Entering Unmasked Estep 
Score: -26164258.000000 Penalty: 6038.761719
	Iteration 162Q: 3 clusters Score -2.616426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 190024 members 
Entering Unmasked Estep 
Score: -26164244.000000 Penalty: 6038.761719
	Iteration 163Q: 3 clusters Score -2.616424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -26164208.000000 Penalty: 6038.761719
	Iteration 164Q: 3 clusters Score -2.616421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -26164220.000000 Penalty: 6038.761719
	Iteration 165Q: 3 clusters Score -2.616422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 190058 members 
Entering Unmasked Estep 
Score: -26164218.000000 Penalty: 6038.761719
	Iteration 166Q: 3 clusters Score -2.616422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 190067 members 
Entering Unmasked Estep 
Score: -26164206.000000 Penalty: 6038.761719
	Iteration 167Q: 3 clusters Score -2.616421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 190079 members 
Entering Unmasked Estep 
Score: -26164218.000000 Penalty: 6038.761719
	Iteration 168Q: 3 clusters Score -2.616422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 190091 members 
Entering Unmasked Estep 
Score: -26164208.000000 Penalty: 6038.761719
	Iteration 169Q: 3 clusters Score -2.616421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 190102 members 
Entering Unmasked Estep 
Score: -26164200.000000 Penalty: 6038.761719
	Iteration 170Q: 3 clusters Score -2.61642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 190114 members 
Entering Unmasked Estep 
Score: -26164204.000000 Penalty: 6038.761719
	Iteration 171Q: 3 clusters Score -2.61642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 190118 members 
Entering Unmasked Estep 
Score: -26164232.000000 Penalty: 6038.761719
	Iteration 172Q: 3 clusters Score -2.616423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 190129 members 
Entering Unmasked Estep 
Score: -26164234.000000 Penalty: 6038.761719
	Iteration 173Q: 3 clusters Score -2.616423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 190137 members 
Entering Unmasked Estep 
Score: -26164236.000000 Penalty: 6038.761719
	Iteration 174Q: 3 clusters Score -2.616424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 190153 members 
Entering Unmasked Estep 
Score: -26164248.000000 Penalty: 6038.761719
	Iteration 175Q: 3 clusters Score -2.616425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 190175 members 
Entering Unmasked Estep 
Score: -26164248.000000 Penalty: 6038.761719
	Iteration 176Q: 3 clusters Score -2.616425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 190204 members 
Entering Unmasked Estep 
Score: -26164244.000000 Penalty: 6038.761719
	Iteration 177Q: 3 clusters Score -2.616424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 190229 members 
Entering Unmasked Estep 
Score: -26164224.000000 Penalty: 6038.761719
	Iteration 178Q: 3 clusters Score -2.616422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 190248 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 179Q: 3 clusters Score -2.616423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -26164224.000000 Penalty: 6038.761719
	Iteration 180F: 3 clusters Score -2.616422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 190286 members 
Entering Unmasked Estep 
Score: -26164230.000000 Penalty: 6038.761719
	Iteration 181Q: 3 clusters Score -2.616423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -26164240.000000 Penalty: 6038.761719
	Iteration 182Q: 3 clusters Score -2.616424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 190308 members 
Entering Unmasked Estep 
Score: -26164232.000000 Penalty: 6038.761719
	Iteration 183Q: 3 clusters Score -2.616423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 190309 members 
Entering Unmasked Estep 
Score: -26164230.000000 Penalty: 6038.761719
	Iteration 184Q: 3 clusters Score -2.616423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -26164244.000000 Penalty: 6038.761719
	Iteration 185Q: 3 clusters Score -2.616424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 190326 members 
Entering Unmasked Estep 
Score: -26164250.000000 Penalty: 6038.761719
	Iteration 186Q: 3 clusters Score -2.616425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 190337 members 
Entering Unmasked Estep 
Score: -26164244.000000 Penalty: 6038.761719
	Iteration 187Q: 3 clusters Score -2.616424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -26164244.000000 Penalty: 6038.761719
	Iteration 188Q: 3 clusters Score -2.616424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 190362 members 
Entering Unmasked Estep 
Score: -26164242.000000 Penalty: 6038.761719
	Iteration 189Q: 3 clusters Score -2.616424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 190372 members 
Entering Unmasked Estep 
Score: -26164234.000000 Penalty: 6038.761719
	Iteration 190Q: 3 clusters Score -2.616423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 190384 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 191Q: 3 clusters Score -2.616423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -26164236.000000 Penalty: 6038.761719
	Iteration 192Q: 3 clusters Score -2.616424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -26164236.000000 Penalty: 6038.761719
	Iteration 193Q: 3 clusters Score -2.616424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 190416 members 
Entering Unmasked Estep 
Score: -26164240.000000 Penalty: 6038.761719
	Iteration 194Q: 3 clusters Score -2.616424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -26164236.000000 Penalty: 6038.761719
	Iteration 195Q: 3 clusters Score -2.616424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 190427 members 
Entering Unmasked Estep 
Score: -26164234.000000 Penalty: 6038.761719
	Iteration 196Q: 3 clusters Score -2.616423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 190436 members 
Entering Unmasked Estep 
Score: -26164238.000000 Penalty: 6038.761719
	Iteration 197Q: 3 clusters Score -2.616424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 190446 members 
Entering Unmasked Estep 
Score: -26164248.000000 Penalty: 6038.761719
	Iteration 198Q: 3 clusters Score -2.616425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 190459 members 
Entering Unmasked Estep 
Score: -26164234.000000 Penalty: 6038.761719
	Iteration 199Q: 3 clusters Score -2.616423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -26164252.000000 Penalty: 6038.761719
	Iteration 200F: 3 clusters Score -2.616425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
Score: -26164262.000000 Penalty: 6038.761719
	Iteration 201Q: 3 clusters Score -2.616426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 190501 members 
Entering Unmasked Estep 
Score: -26164260.000000 Penalty: 6038.761719
	Iteration 202Q: 3 clusters Score -2.616426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 190508 members 
Entering Unmasked Estep 
Score: -26164262.000000 Penalty: 6038.761719
	Iteration 203Q: 3 clusters Score -2.616426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 190517 members 
Entering Unmasked Estep 
Score: -26164256.000000 Penalty: 6038.761719
	Iteration 204Q: 3 clusters Score -2.616426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 190522 members 
Entering Unmasked Estep 
Score: -26164260.000000 Penalty: 6038.761719
	Iteration 205Q: 3 clusters Score -2.616426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 190528 members 
Entering Unmasked Estep 
Score: -26164238.000000 Penalty: 6038.761719
	Iteration 206Q: 3 clusters Score -2.616424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -26164248.000000 Penalty: 6038.761719
	Iteration 207Q: 3 clusters Score -2.616425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 190545 members 
Entering Unmasked Estep 
Score: -26164254.000000 Penalty: 6038.761719
	Iteration 208Q: 3 clusters Score -2.616425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 190547 members 
Entering Unmasked Estep 
Score: -26164246.000000 Penalty: 6038.761719
	Iteration 209Q: 3 clusters Score -2.616425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 190553 members 
Entering Unmasked Estep 
Score: -26164242.000000 Penalty: 6038.761719
	Iteration 210Q: 3 clusters Score -2.616424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 190557 members 
Entering Unmasked Estep 
Score: -26164238.000000 Penalty: 6038.761719
	Iteration 211Q: 3 clusters Score -2.616424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 190558 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 212Q: 3 clusters Score -2.616423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 190558 members 
Entering Unmasked Estep 
Score: -26164228.000000 Penalty: 6038.761719
	Iteration 213F: 3 clusters Score -2.616423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Entering Unmasked Estep 
Score: -22601394.000000 Penalty: 2985.082764
	Iteration 0F: 2 clusters Score -2.260139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -22490752.000000 Penalty: 5970.165527
	Iteration 0F: 3 clusters Score -2.249075e+07 nChanged 81254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -22537432.000000 Penalty: 5970.165527
	Iteration 1F: 3 clusters Score -2.253743e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -22538074.000000 Penalty: 5970.165527
	Iteration 2Q: 3 clusters Score -2.253807e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -22538922.000000 Penalty: 5970.165527
	Iteration 3Q: 3 clusters Score -2.253892e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -22540590.000000 Penalty: 5970.165527
	Iteration 4Q: 3 clusters Score -2.254059e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -22543332.000000 Penalty: 5970.165527
	Iteration 5Q: 3 clusters Score -2.254333e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -22547574.000000 Penalty: 5970.165527
	Iteration 6Q: 3 clusters Score -2.254757e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -22553730.000000 Penalty: 5970.165527
	Iteration 7F: 3 clusters Score -2.255373e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -22560522.000000 Penalty: 5970.165527
	Iteration 8F: 3 clusters Score -2.256052e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -22567454.000000 Penalty: 5970.165527
	Iteration 9F: 3 clusters Score -2.256745e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -22573466.000000 Penalty: 5970.165527
	Iteration 10F: 3 clusters Score -2.257347e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -22578454.000000 Penalty: 5970.165527
	Iteration 11F: 3 clusters Score -2.257845e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -22581542.000000 Penalty: 5970.165527
	Iteration 12Q: 3 clusters Score -2.258154e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -22583280.000000 Penalty: 5970.165527
	Iteration 13Q: 3 clusters Score -2.258328e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -22584024.000000 Penalty: 5970.165527
	Iteration 14Q: 3 clusters Score -2.258402e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -22584458.000000 Penalty: 5970.165527
	Iteration 15Q: 3 clusters Score -2.258446e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -22584822.000000 Penalty: 5970.165527
	Iteration 16Q: 3 clusters Score -2.258482e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -22585058.000000 Penalty: 5970.165527
	Iteration 17Q: 3 clusters Score -2.258506e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -22585402.000000 Penalty: 5970.165527
	Iteration 18Q: 3 clusters Score -2.25854e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -22585666.000000 Penalty: 5970.165527
	Iteration 19Q: 3 clusters Score -2.258567e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -22586116.000000 Penalty: 5970.165527
	Iteration 20F: 3 clusters Score -2.258612e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -22586558.000000 Penalty: 5970.165527
	Iteration 21Q: 3 clusters Score -2.258656e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -22587172.000000 Penalty: 5970.165527
	Iteration 22Q: 3 clusters Score -2.258717e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -22587980.000000 Penalty: 5970.165527
	Iteration 23Q: 3 clusters Score -2.258798e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -22588768.000000 Penalty: 5970.165527
	Iteration 24Q: 3 clusters Score -2.258877e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -22589550.000000 Penalty: 5970.165527
	Iteration 25Q: 3 clusters Score -2.258955e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -22590194.000000 Penalty: 5970.165527
	Iteration 26Q: 3 clusters Score -2.259019e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -22590634.000000 Penalty: 5970.165527
	Iteration 27Q: 3 clusters Score -2.259063e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -22591050.000000 Penalty: 5970.165527
	Iteration 28Q: 3 clusters Score -2.259105e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -22591402.000000 Penalty: 5970.165527
	Iteration 29Q: 3 clusters Score -2.25914e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -22591668.000000 Penalty: 5970.165527
	Iteration 30Q: 3 clusters Score -2.259167e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -22591948.000000 Penalty: 5970.165527
	Iteration 31Q: 3 clusters Score -2.259195e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -22592262.000000 Penalty: 5970.165527
	Iteration 32Q: 3 clusters Score -2.259226e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -22592428.000000 Penalty: 5970.165527
	Iteration 33Q: 3 clusters Score -2.259243e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -22592754.000000 Penalty: 5970.165527
	Iteration 34Q: 3 clusters Score -2.259275e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -22592990.000000 Penalty: 5970.165527
	Iteration 35Q: 3 clusters Score -2.259299e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -22593098.000000 Penalty: 5970.165527
	Iteration 36Q: 3 clusters Score -2.25931e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -22593240.000000 Penalty: 5970.165527
	Iteration 37Q: 3 clusters Score -2.259324e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -22593608.000000 Penalty: 5970.165527
	Iteration 38Q: 3 clusters Score -2.259361e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -22593834.000000 Penalty: 5970.165527
	Iteration 39Q: 3 clusters Score -2.259383e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -22594076.000000 Penalty: 5970.165527
	Iteration 40F: 3 clusters Score -2.259408e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -22594326.000000 Penalty: 5970.165527
	Iteration 41Q: 3 clusters Score -2.259433e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -22594590.000000 Penalty: 5970.165527
	Iteration 42Q: 3 clusters Score -2.259459e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -22594852.000000 Penalty: 5970.165527
	Iteration 43Q: 3 clusters Score -2.259485e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -22595106.000000 Penalty: 5970.165527
	Iteration 44Q: 3 clusters Score -2.259511e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -22595278.000000 Penalty: 5970.165527
	Iteration 45Q: 3 clusters Score -2.259528e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -22595468.000000 Penalty: 5970.165527
	Iteration 46Q: 3 clusters Score -2.259547e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -22595678.000000 Penalty: 5970.165527
	Iteration 47Q: 3 clusters Score -2.259568e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -22595930.000000 Penalty: 5970.165527
	Iteration 48Q: 3 clusters Score -2.259593e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -22596036.000000 Penalty: 5970.165527
	Iteration 49Q: 3 clusters Score -2.259604e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114987 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -22596222.000000 Penalty: 5970.165527
	Iteration 50Q: 3 clusters Score -2.259622e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -22596402.000000 Penalty: 5970.165527
	Iteration 51Q: 3 clusters Score -2.25964e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -22596490.000000 Penalty: 5970.165527
	Iteration 52Q: 3 clusters Score -2.259649e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117800 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -22596706.000000 Penalty: 5970.165527
	Iteration 53Q: 3 clusters Score -2.259671e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -22596916.000000 Penalty: 5970.165527
	Iteration 54Q: 3 clusters Score -2.259692e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -22597188.000000 Penalty: 5970.165527
	Iteration 55Q: 3 clusters Score -2.259719e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -22597410.000000 Penalty: 5970.165527
	Iteration 56Q: 3 clusters Score -2.259741e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -22597560.000000 Penalty: 5970.165527
	Iteration 57Q: 3 clusters Score -2.259756e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -22597772.000000 Penalty: 5970.165527
	Iteration 58Q: 3 clusters Score -2.259777e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123417 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -22597854.000000 Penalty: 5970.165527
	Iteration 59Q: 3 clusters Score -2.259785e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -22598032.000000 Penalty: 5970.165527
	Iteration 60F: 3 clusters Score -2.259803e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -22598110.000000 Penalty: 5970.165527
	Iteration 61Q: 3 clusters Score -2.259811e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126004 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -22598142.000000 Penalty: 5970.165527
	Iteration 62Q: 3 clusters Score -2.259814e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -22598338.000000 Penalty: 5970.165527
	Iteration 63Q: 3 clusters Score -2.259834e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -22598534.000000 Penalty: 5970.165527
	Iteration 64Q: 3 clusters Score -2.259853e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -22598716.000000 Penalty: 5970.165527
	Iteration 65Q: 3 clusters Score -2.259872e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -22598874.000000 Penalty: 5970.165527
	Iteration 66Q: 3 clusters Score -2.259887e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -22599004.000000 Penalty: 5970.165527
	Iteration 67Q: 3 clusters Score -2.2599e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -22599114.000000 Penalty: 5970.165527
	Iteration 68Q: 3 clusters Score -2.259911e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -22599250.000000 Penalty: 5970.165527
	Iteration 69Q: 3 clusters Score -2.259925e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -22599324.000000 Penalty: 5970.165527
	Iteration 70Q: 3 clusters Score -2.259932e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131865 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -22599460.000000 Penalty: 5970.165527
	Iteration 71Q: 3 clusters Score -2.259946e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 5970.165527
	Iteration 72Q: 3 clusters Score -2.259953e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -22599716.000000 Penalty: 5970.165527
	Iteration 73Q: 3 clusters Score -2.259972e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -22599804.000000 Penalty: 5970.165527
	Iteration 74Q: 3 clusters Score -2.25998e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -22599910.000000 Penalty: 5970.165527
	Iteration 75Q: 3 clusters Score -2.259991e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -22600094.000000 Penalty: 5970.165527
	Iteration 76Q: 3 clusters Score -2.260009e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135363 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -22600196.000000 Penalty: 5970.165527
	Iteration 77Q: 3 clusters Score -2.26002e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -22600296.000000 Penalty: 5970.165527
	Iteration 78Q: 3 clusters Score -2.26003e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136679 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -22600440.000000 Penalty: 5970.165527
	Iteration 79Q: 3 clusters Score -2.260044e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137400 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -22600596.000000 Penalty: 5970.165527
	Iteration 80F: 3 clusters Score -2.26006e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -22600760.000000 Penalty: 5970.165527
	Iteration 81Q: 3 clusters Score -2.260076e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -22600854.000000 Penalty: 5970.165527
	Iteration 82Q: 3 clusters Score -2.260085e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -22600984.000000 Penalty: 5970.165527
	Iteration 83Q: 3 clusters Score -2.260098e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140638 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -22601096.000000 Penalty: 5970.165527
	Iteration 84Q: 3 clusters Score -2.26011e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -22601290.000000 Penalty: 5970.165527
	Iteration 85Q: 3 clusters Score -2.260129e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -22601502.000000 Penalty: 5970.165527
	Iteration 86Q: 3 clusters Score -2.26015e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -22601474.000000 Penalty: 5970.165527
	Iteration 87Q: 3 clusters Score -2.260147e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -22601604.000000 Penalty: 5970.165527
	Iteration 88Q: 3 clusters Score -2.26016e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -22601760.000000 Penalty: 5970.165527
	Iteration 89Q: 3 clusters Score -2.260176e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146172 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -22601846.000000 Penalty: 5970.165527
	Iteration 90Q: 3 clusters Score -2.260185e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -22601968.000000 Penalty: 5970.165527
	Iteration 91Q: 3 clusters Score -2.260197e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -22602036.000000 Penalty: 5970.165527
	Iteration 92Q: 3 clusters Score -2.260204e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148999 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -22601970.000000 Penalty: 5970.165527
	Iteration 93Q: 3 clusters Score -2.260197e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -22602012.000000 Penalty: 5970.165527
	Iteration 94Q: 3 clusters Score -2.260201e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -22602098.000000 Penalty: 5970.165527
	Iteration 95Q: 3 clusters Score -2.26021e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151545 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -22602152.000000 Penalty: 5970.165527
	Iteration 96Q: 3 clusters Score -2.260215e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -22602160.000000 Penalty: 5970.165527
	Iteration 97Q: 3 clusters Score -2.260216e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -22602208.000000 Penalty: 5970.165527
	Iteration 98Q: 3 clusters Score -2.260221e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -22602102.000000 Penalty: 5970.165527
	Iteration 99Q: 3 clusters Score -2.26021e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -22602020.000000 Penalty: 5970.165527
	Iteration 100F: 3 clusters Score -2.260202e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -22602002.000000 Penalty: 5970.165527
	Iteration 101Q: 3 clusters Score -2.2602e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -22601978.000000 Penalty: 5970.165527
	Iteration 102Q: 3 clusters Score -2.260198e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -22601998.000000 Penalty: 5970.165527
	Iteration 103Q: 3 clusters Score -2.2602e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -22601992.000000 Penalty: 5970.165527
	Iteration 104Q: 3 clusters Score -2.260199e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -22601940.000000 Penalty: 5970.165527
	Iteration 105Q: 3 clusters Score -2.260194e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157361 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -22601882.000000 Penalty: 5970.165527
	Iteration 106Q: 3 clusters Score -2.260188e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -22601914.000000 Penalty: 5970.165527
	Iteration 107Q: 3 clusters Score -2.260191e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -22601916.000000 Penalty: 5970.165527
	Iteration 108Q: 3 clusters Score -2.260192e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158609 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -22601882.000000 Penalty: 5970.165527
	Iteration 109Q: 3 clusters Score -2.260188e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158968 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -22601844.000000 Penalty: 5970.165527
	Iteration 110Q: 3 clusters Score -2.260184e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159312 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -22601730.000000 Penalty: 5970.165527
	Iteration 111Q: 3 clusters Score -2.260173e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -22601756.000000 Penalty: 5970.165527
	Iteration 112Q: 3 clusters Score -2.260176e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -22601736.000000 Penalty: 5970.165527
	Iteration 113Q: 3 clusters Score -2.260174e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -22601700.000000 Penalty: 5970.165527
	Iteration 114Q: 3 clusters Score -2.26017e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -22601628.000000 Penalty: 5970.165527
	Iteration 115Q: 3 clusters Score -2.260163e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -22601568.000000 Penalty: 5970.165527
	Iteration 116Q: 3 clusters Score -2.260157e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -22601504.000000 Penalty: 5970.165527
	Iteration 117Q: 3 clusters Score -2.26015e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161296 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -22601406.000000 Penalty: 5970.165527
	Iteration 118Q: 3 clusters Score -2.260141e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161530 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -22601392.000000 Penalty: 5970.165527
	Iteration 119Q: 3 clusters Score -2.260139e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -22601318.000000 Penalty: 5970.165527
	Iteration 120F: 3 clusters Score -2.260132e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161982 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -22601246.000000 Penalty: 5970.165527
	Iteration 121Q: 3 clusters Score -2.260125e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -22601260.000000 Penalty: 5970.165527
	Iteration 122Q: 3 clusters Score -2.260126e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -22601222.000000 Penalty: 5970.165527
	Iteration 123Q: 3 clusters Score -2.260122e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22601186.000000 Penalty: 5970.165527
	Iteration 124Q: 3 clusters Score -2.260119e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162732 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -22601166.000000 Penalty: 5970.165527
	Iteration 125Q: 3 clusters Score -2.260117e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162888 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -22601120.000000 Penalty: 5970.165527
	Iteration 126Q: 3 clusters Score -2.260112e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -22601128.000000 Penalty: 5970.165527
	Iteration 127Q: 3 clusters Score -2.260113e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -22601048.000000 Penalty: 5970.165527
	Iteration 128Q: 3 clusters Score -2.260105e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163279 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -22601028.000000 Penalty: 5970.165527
	Iteration 129Q: 3 clusters Score -2.260103e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22600942.000000 Penalty: 5970.165527
	Iteration 130Q: 3 clusters Score -2.260094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22600924.000000 Penalty: 5970.165527
	Iteration 131Q: 3 clusters Score -2.260092e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -22600906.000000 Penalty: 5970.165527
	Iteration 132Q: 3 clusters Score -2.260091e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -22600890.000000 Penalty: 5970.165527
	Iteration 133Q: 3 clusters Score -2.260089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -22600894.000000 Penalty: 5970.165527
	Iteration 134Q: 3 clusters Score -2.260089e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -22600886.000000 Penalty: 5970.165527
	Iteration 135Q: 3 clusters Score -2.260089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -22600844.000000 Penalty: 5970.165527
	Iteration 136Q: 3 clusters Score -2.260084e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -22600800.000000 Penalty: 5970.165527
	Iteration 137Q: 3 clusters Score -2.26008e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -22600782.000000 Penalty: 5970.165527
	Iteration 138Q: 3 clusters Score -2.260078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -22600760.000000 Penalty: 5970.165527
	Iteration 139Q: 3 clusters Score -2.260076e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -22600738.000000 Penalty: 5970.165527
	Iteration 140F: 3 clusters Score -2.260074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -22600732.000000 Penalty: 5970.165527
	Iteration 141Q: 3 clusters Score -2.260073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22600736.000000 Penalty: 5970.165527
	Iteration 142Q: 3 clusters Score -2.260074e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -22600710.000000 Penalty: 5970.165527
	Iteration 143Q: 3 clusters Score -2.260071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -22600700.000000 Penalty: 5970.165527
	Iteration 144Q: 3 clusters Score -2.26007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -22600692.000000 Penalty: 5970.165527
	Iteration 145Q: 3 clusters Score -2.260069e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -22600688.000000 Penalty: 5970.165527
	Iteration 146Q: 3 clusters Score -2.260069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -22600692.000000 Penalty: 5970.165527
	Iteration 147Q: 3 clusters Score -2.260069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -22600694.000000 Penalty: 5970.165527
	Iteration 148Q: 3 clusters Score -2.260069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164401 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -22600636.000000 Penalty: 5970.165527
	Iteration 149Q: 3 clusters Score -2.260064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -22600638.000000 Penalty: 5970.165527
	Iteration 150Q: 3 clusters Score -2.260064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -22600628.000000 Penalty: 5970.165527
	Iteration 151Q: 3 clusters Score -2.260063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -22600618.000000 Penalty: 5970.165527
	Iteration 152Q: 3 clusters Score -2.260062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164551 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -22600632.000000 Penalty: 5970.165527
	Iteration 153Q: 3 clusters Score -2.260063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22600640.000000 Penalty: 5970.165527
	Iteration 154Q: 3 clusters Score -2.260064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -22600662.000000 Penalty: 5970.165527
	Iteration 155Q: 3 clusters Score -2.260066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22600632.000000 Penalty: 5970.165527
	Iteration 156Q: 3 clusters Score -2.260063e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164685 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -22600590.000000 Penalty: 5970.165527
	Iteration 157Q: 3 clusters Score -2.260059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -22600588.000000 Penalty: 5970.165527
	Iteration 158Q: 3 clusters Score -2.260059e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -22600584.000000 Penalty: 5970.165527
	Iteration 159Q: 3 clusters Score -2.260058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22600564.000000 Penalty: 5970.165527
	Iteration 160F: 3 clusters Score -2.260056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -22600536.000000 Penalty: 5970.165527
	Iteration 161Q: 3 clusters Score -2.260054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -22600536.000000 Penalty: 5970.165527
	Iteration 162Q: 3 clusters Score -2.260054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164836 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -22600544.000000 Penalty: 5970.165527
	Iteration 163Q: 3 clusters Score -2.260054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -22600556.000000 Penalty: 5970.165527
	Iteration 164Q: 3 clusters Score -2.260056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -22600548.000000 Penalty: 5970.165527
	Iteration 165Q: 3 clusters Score -2.260055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -22600532.000000 Penalty: 5970.165527
	Iteration 166Q: 3 clusters Score -2.260053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -22600542.000000 Penalty: 5970.165527
	Iteration 167Q: 3 clusters Score -2.260054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -22600544.000000 Penalty: 5970.165527
	Iteration 168Q: 3 clusters Score -2.260054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -22600550.000000 Penalty: 5970.165527
	Iteration 169Q: 3 clusters Score -2.260055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22600538.000000 Penalty: 5970.165527
	Iteration 170Q: 3 clusters Score -2.260054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -22600514.000000 Penalty: 5970.165527
	Iteration 171Q: 3 clusters Score -2.260051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165055 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -22600502.000000 Penalty: 5970.165527
	Iteration 172Q: 3 clusters Score -2.26005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -22600502.000000 Penalty: 5970.165527
	Iteration 173Q: 3 clusters Score -2.26005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165125 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22600516.000000 Penalty: 5970.165527
	Iteration 174Q: 3 clusters Score -2.260052e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -22600534.000000 Penalty: 5970.165527
	Iteration 175Q: 3 clusters Score -2.260053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165190 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22600494.000000 Penalty: 5970.165527
	Iteration 176Q: 3 clusters Score -2.260049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22600514.000000 Penalty: 5970.165527
	Iteration 177Q: 3 clusters Score -2.260051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22600490.000000 Penalty: 5970.165527
	Iteration 178Q: 3 clusters Score -2.260049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22600474.000000 Penalty: 5970.165527
	Iteration 179Q: 3 clusters Score -2.260047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -22600482.000000 Penalty: 5970.165527
	Iteration 180F: 3 clusters Score -2.260048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -22600466.000000 Penalty: 5970.165527
	Iteration 181Q: 3 clusters Score -2.260047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165359 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -22600454.000000 Penalty: 5970.165527
	Iteration 182Q: 3 clusters Score -2.260045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -22600456.000000 Penalty: 5970.165527
	Iteration 183Q: 3 clusters Score -2.260046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -22600432.000000 Penalty: 5970.165527
	Iteration 184Q: 3 clusters Score -2.260043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165420 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -22600442.000000 Penalty: 5970.165527
	Iteration 185Q: 3 clusters Score -2.260044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22600466.000000 Penalty: 5970.165527
	Iteration 186Q: 3 clusters Score -2.260047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -22600456.000000 Penalty: 5970.165527
	Iteration 187Q: 3 clusters Score -2.260046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22600444.000000 Penalty: 5970.165527
	Iteration 188Q: 3 clusters Score -2.260044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -22600426.000000 Penalty: 5970.165527
	Iteration 189Q: 3 clusters Score -2.260043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -22600414.000000 Penalty: 5970.165527
	Iteration 190Q: 3 clusters Score -2.260041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165479 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22600410.000000 Penalty: 5970.165527
	Iteration 191Q: 3 clusters Score -2.260041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22600400.000000 Penalty: 5970.165527
	Iteration 192Q: 3 clusters Score -2.26004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -22600414.000000 Penalty: 5970.165527
	Iteration 193Q: 3 clusters Score -2.260041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -22600428.000000 Penalty: 5970.165527
	Iteration 194Q: 3 clusters Score -2.260043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -22600428.000000 Penalty: 5970.165527
	Iteration 195F: 3 clusters Score -2.260043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -659220.375000 Penalty: 2120.315918
	Iteration 0F: 2 clusters Score -659220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -654560.250000 Penalty: 4240.631836
	Iteration 0F: 3 clusters Score -654560.2 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -655675.187500 Penalty: 4240.631836
	Iteration 1F: 3 clusters Score -655675.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -655902.500000 Penalty: 4240.631836
	Iteration 2F: 3 clusters Score -655902.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -656108.812500 Penalty: 4240.631836
	Iteration 3F: 3 clusters Score -656108.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -656353.375000 Penalty: 4240.631836
	Iteration 4Q: 3 clusters Score -656353.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -656558.937500 Penalty: 4240.631836
	Iteration 5Q: 3 clusters Score -656558.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -656758.062500 Penalty: 4240.631836
	Iteration 6Q: 3 clusters Score -656758.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -656935.312500 Penalty: 4240.631836
	Iteration 7Q: 3 clusters Score -656935.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -657081.812500 Penalty: 4240.631836
	Iteration 8Q: 3 clusters Score -657081.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -657219.687500 Penalty: 4240.631836
	Iteration 9Q: 3 clusters Score -657219.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -657356.312500 Penalty: 4240.631836
	Iteration 10Q: 3 clusters Score -657356.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -657452.687500 Penalty: 4240.631836
	Iteration 11Q: 3 clusters Score -657452.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -657533.750000 Penalty: 4240.631836
	Iteration 12Q: 3 clusters Score -657533.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -657604.500000 Penalty: 4240.631836
	Iteration 13Q: 3 clusters Score -657604.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -657662.937500 Penalty: 4240.631836
	Iteration 14Q: 3 clusters Score -657662.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -657718.062500 Penalty: 4240.631836
	Iteration 15Q: 3 clusters Score -657718.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -657759.312500 Penalty: 4240.631836
	Iteration 16Q: 3 clusters Score -657759.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -657792.750000 Penalty: 4240.631836
	Iteration 17Q: 3 clusters Score -657792.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -657815.062500 Penalty: 4240.631836
	Iteration 18Q: 3 clusters Score -657815.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -657839.437500 Penalty: 4240.631836
	Iteration 19Q: 3 clusters Score -657839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -657852.062500 Penalty: 4240.631836
	Iteration 20F: 3 clusters Score -657852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -657867.750000 Penalty: 4240.631836
	Iteration 21Q: 3 clusters Score -657867.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -657882.562500 Penalty: 4240.631836
	Iteration 22Q: 3 clusters Score -657882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -657892.562500 Penalty: 4240.631836
	Iteration 23Q: 3 clusters Score -657892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -657902.750000 Penalty: 4240.631836
	Iteration 24Q: 3 clusters Score -657902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -657914.125000 Penalty: 4240.631836
	Iteration 25Q: 3 clusters Score -657914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -657922.062500 Penalty: 4240.631836
	Iteration 26Q: 3 clusters Score -657922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -657924.875000 Penalty: 4240.631836
	Iteration 27Q: 3 clusters Score -657924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -657928.812500 Penalty: 4240.631836
	Iteration 28Q: 3 clusters Score -657928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -657930.375000 Penalty: 4240.631836
	Iteration 29Q: 3 clusters Score -657930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -657932.125000 Penalty: 4240.631836
	Iteration 30Q: 3 clusters Score -657932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -657931.750000 Penalty: 4240.631836
	Iteration 31Q: 3 clusters Score -657931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -657932.437500 Penalty: 4240.631836
	Iteration 32Q: 3 clusters Score -657932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -657932.437500 Penalty: 4240.631836
	Iteration 33F: 3 clusters Score -657932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Entering Unmasked Estep 
Score: -22127956.000000 Penalty: 2977.085938
	Iteration 0F: 2 clusters Score -2.212796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -22023074.000000 Penalty: 5954.171875
	Iteration 0F: 3 clusters Score -2.202307e+07 nChanged 78310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -22068410.000000 Penalty: 5954.171875
	Iteration 1F: 3 clusters Score -2.206841e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -22069374.000000 Penalty: 5954.171875
	Iteration 2Q: 3 clusters Score -2.206937e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -22070390.000000 Penalty: 5954.171875
	Iteration 3Q: 3 clusters Score -2.207039e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -22071562.000000 Penalty: 5954.171875
	Iteration 4Q: 3 clusters Score -2.207156e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -22073386.000000 Penalty: 5954.171875
	Iteration 5Q: 3 clusters Score -2.207339e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -22076456.000000 Penalty: 5954.171875
	Iteration 6Q: 3 clusters Score -2.207646e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -22081762.000000 Penalty: 5954.171875
	Iteration 7F: 3 clusters Score -2.208176e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -22090332.000000 Penalty: 5954.171875
	Iteration 8F: 3 clusters Score -2.209033e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -22101988.000000 Penalty: 5954.171875
	Iteration 9F: 3 clusters Score -2.210199e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -22110512.000000 Penalty: 5954.171875
	Iteration 10F: 3 clusters Score -2.211051e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -22113682.000000 Penalty: 5954.171875
	Iteration 11Q: 3 clusters Score -2.211368e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 114449 members 
Entering Unmasked Estep 
Score: -22115052.000000 Penalty: 5954.171875
	Iteration 12Q: 3 clusters Score -2.211505e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -22115904.000000 Penalty: 5954.171875
	Iteration 13Q: 3 clusters Score -2.21159e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -22116514.000000 Penalty: 5954.171875
	Iteration 14Q: 3 clusters Score -2.211651e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -22116994.000000 Penalty: 5954.171875
	Iteration 15Q: 3 clusters Score -2.211699e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -22117254.000000 Penalty: 5954.171875
	Iteration 16Q: 3 clusters Score -2.211725e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -22117574.000000 Penalty: 5954.171875
	Iteration 17Q: 3 clusters Score -2.211757e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -22117832.000000 Penalty: 5954.171875
	Iteration 18Q: 3 clusters Score -2.211783e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 117602 members 
Entering Unmasked Estep 
Score: -22118026.000000 Penalty: 5954.171875
	Iteration 19Q: 3 clusters Score -2.211803e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -22118058.000000 Penalty: 5954.171875
	Iteration 20F: 3 clusters Score -2.211806e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 117943 members 
Entering Unmasked Estep 
Score: -22118132.000000 Penalty: 5954.171875
	Iteration 21Q: 3 clusters Score -2.211813e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -22118242.000000 Penalty: 5954.171875
	Iteration 22Q: 3 clusters Score -2.211824e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -22118340.000000 Penalty: 5954.171875
	Iteration 23Q: 3 clusters Score -2.211834e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -22118302.000000 Penalty: 5954.171875
	Iteration 24Q: 3 clusters Score -2.21183e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -22118346.000000 Penalty: 5954.171875
	Iteration 25Q: 3 clusters Score -2.211835e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -22118356.000000 Penalty: 5954.171875
	Iteration 26Q: 3 clusters Score -2.211836e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -22118352.000000 Penalty: 5954.171875
	Iteration 27Q: 3 clusters Score -2.211835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -22118450.000000 Penalty: 5954.171875
	Iteration 28Q: 3 clusters Score -2.211845e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -22118454.000000 Penalty: 5954.171875
	Iteration 29Q: 3 clusters Score -2.211845e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -22118492.000000 Penalty: 5954.171875
	Iteration 30Q: 3 clusters Score -2.211849e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -22118532.000000 Penalty: 5954.171875
	Iteration 31Q: 3 clusters Score -2.211853e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -22118596.000000 Penalty: 5954.171875
	Iteration 32Q: 3 clusters Score -2.21186e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -22118560.000000 Penalty: 5954.171875
	Iteration 33Q: 3 clusters Score -2.211856e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -22118582.000000 Penalty: 5954.171875
	Iteration 34Q: 3 clusters Score -2.211858e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -22118648.000000 Penalty: 5954.171875
	Iteration 35Q: 3 clusters Score -2.211865e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -22118676.000000 Penalty: 5954.171875
	Iteration 36Q: 3 clusters Score -2.211868e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -22118738.000000 Penalty: 5954.171875
	Iteration 37Q: 3 clusters Score -2.211874e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -22118802.000000 Penalty: 5954.171875
	Iteration 38Q: 3 clusters Score -2.21188e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 120456 members 
Entering Unmasked Estep 
Score: -22118868.000000 Penalty: 5954.171875
	Iteration 39Q: 3 clusters Score -2.211887e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -22118902.000000 Penalty: 5954.171875
	Iteration 40F: 3 clusters Score -2.21189e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -22118970.000000 Penalty: 5954.171875
	Iteration 41Q: 3 clusters Score -2.211897e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 121071 members 
Entering Unmasked Estep 
Score: -22119000.000000 Penalty: 5954.171875
	Iteration 42Q: 3 clusters Score -2.2119e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -22118958.000000 Penalty: 5954.171875
	Iteration 43Q: 3 clusters Score -2.211896e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -22118996.000000 Penalty: 5954.171875
	Iteration 44Q: 3 clusters Score -2.2119e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -22119042.000000 Penalty: 5954.171875
	Iteration 45Q: 3 clusters Score -2.211904e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -22119050.000000 Penalty: 5954.171875
	Iteration 46Q: 3 clusters Score -2.211905e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -22119080.000000 Penalty: 5954.171875
	Iteration 47Q: 3 clusters Score -2.211908e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 122279 members 
Entering Unmasked Estep 
Score: -22119112.000000 Penalty: 5954.171875
	Iteration 48Q: 3 clusters Score -2.211911e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 122488 members 
Entering Unmasked Estep 
Score: -22119124.000000 Penalty: 5954.171875
	Iteration 49Q: 3 clusters Score -2.211912e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -22119114.000000 Penalty: 5954.171875
	Iteration 50Q: 3 clusters Score -2.211911e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -22119152.000000 Penalty: 5954.171875
	Iteration 51Q: 3 clusters Score -2.211915e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -22119194.000000 Penalty: 5954.171875
	Iteration 52Q: 3 clusters Score -2.211919e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 123358 members 
Entering Unmasked Estep 
Score: -22119226.000000 Penalty: 5954.171875
	Iteration 53Q: 3 clusters Score -2.211923e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 123589 members 
Entering Unmasked Estep 
Score: -22119278.000000 Penalty: 5954.171875
	Iteration 54Q: 3 clusters Score -2.211928e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -22119344.000000 Penalty: 5954.171875
	Iteration 55Q: 3 clusters Score -2.211934e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -22119374.000000 Penalty: 5954.171875
	Iteration 56Q: 3 clusters Score -2.211937e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -22119406.000000 Penalty: 5954.171875
	Iteration 57Q: 3 clusters Score -2.211941e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -22119420.000000 Penalty: 5954.171875
	Iteration 58Q: 3 clusters Score -2.211942e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -22119474.000000 Penalty: 5954.171875
	Iteration 59Q: 3 clusters Score -2.211947e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -22119546.000000 Penalty: 5954.171875
	Iteration 60F: 3 clusters Score -2.211955e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -22119540.000000 Penalty: 5954.171875
	Iteration 61Q: 3 clusters Score -2.211954e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -22119522.000000 Penalty: 5954.171875
	Iteration 62Q: 3 clusters Score -2.211952e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -22119590.000000 Penalty: 5954.171875
	Iteration 63Q: 3 clusters Score -2.211959e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -22119622.000000 Penalty: 5954.171875
	Iteration 64Q: 3 clusters Score -2.211962e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -22119606.000000 Penalty: 5954.171875
	Iteration 65Q: 3 clusters Score -2.211961e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -22119640.000000 Penalty: 5954.171875
	Iteration 66Q: 3 clusters Score -2.211964e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -22119690.000000 Penalty: 5954.171875
	Iteration 67Q: 3 clusters Score -2.211969e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -22119684.000000 Penalty: 5954.171875
	Iteration 68Q: 3 clusters Score -2.211968e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -22119734.000000 Penalty: 5954.171875
	Iteration 69Q: 3 clusters Score -2.211973e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -22119742.000000 Penalty: 5954.171875
	Iteration 70Q: 3 clusters Score -2.211974e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -22119734.000000 Penalty: 5954.171875
	Iteration 71Q: 3 clusters Score -2.211973e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -22119756.000000 Penalty: 5954.171875
	Iteration 72Q: 3 clusters Score -2.211976e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -22119780.000000 Penalty: 5954.171875
	Iteration 73Q: 3 clusters Score -2.211978e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -22119794.000000 Penalty: 5954.171875
	Iteration 74Q: 3 clusters Score -2.211979e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -22119850.000000 Penalty: 5954.171875
	Iteration 75Q: 3 clusters Score -2.211985e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 128235 members 
Entering Unmasked Estep 
Score: -22119880.000000 Penalty: 5954.171875
	Iteration 76Q: 3 clusters Score -2.211988e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 128465 members 
Entering Unmasked Estep 
Score: -22119916.000000 Penalty: 5954.171875
	Iteration 77Q: 3 clusters Score -2.211992e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -22119938.000000 Penalty: 5954.171875
	Iteration 78Q: 3 clusters Score -2.211994e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 129017 members 
Entering Unmasked Estep 
Score: -22120028.000000 Penalty: 5954.171875
	Iteration 79Q: 3 clusters Score -2.212003e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -22120084.000000 Penalty: 5954.171875
	Iteration 80F: 3 clusters Score -2.212008e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -22120070.000000 Penalty: 5954.171875
	Iteration 81Q: 3 clusters Score -2.212007e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 129982 members 
Entering Unmasked Estep 
Score: -22120116.000000 Penalty: 5954.171875
	Iteration 82Q: 3 clusters Score -2.212012e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 130321 members 
Entering Unmasked Estep 
Score: -22120212.000000 Penalty: 5954.171875
	Iteration 83Q: 3 clusters Score -2.212021e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 130678 members 
Entering Unmasked Estep 
Score: -22120254.000000 Penalty: 5954.171875
	Iteration 84Q: 3 clusters Score -2.212025e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 131072 members 
Entering Unmasked Estep 
Score: -22120268.000000 Penalty: 5954.171875
	Iteration 85Q: 3 clusters Score -2.212027e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -22120310.000000 Penalty: 5954.171875
	Iteration 86Q: 3 clusters Score -2.212031e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -22120382.000000 Penalty: 5954.171875
	Iteration 87Q: 3 clusters Score -2.212038e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -22120418.000000 Penalty: 5954.171875
	Iteration 88Q: 3 clusters Score -2.212042e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -22120504.000000 Penalty: 5954.171875
	Iteration 89Q: 3 clusters Score -2.21205e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -22120638.000000 Penalty: 5954.171875
	Iteration 90Q: 3 clusters Score -2.212064e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -22120702.000000 Penalty: 5954.171875
	Iteration 91Q: 3 clusters Score -2.21207e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 133772 members 
Entering Unmasked Estep 
Score: -22120790.000000 Penalty: 5954.171875
	Iteration 92Q: 3 clusters Score -2.212079e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -22120826.000000 Penalty: 5954.171875
	Iteration 93Q: 3 clusters Score -2.212083e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -22120946.000000 Penalty: 5954.171875
	Iteration 94Q: 3 clusters Score -2.212095e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 134965 members 
Entering Unmasked Estep 
Score: -22121070.000000 Penalty: 5954.171875
	Iteration 95Q: 3 clusters Score -2.212107e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -22121138.000000 Penalty: 5954.171875
	Iteration 96Q: 3 clusters Score -2.212114e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -22121306.000000 Penalty: 5954.171875
	Iteration 97Q: 3 clusters Score -2.212131e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -22121474.000000 Penalty: 5954.171875
	Iteration 98Q: 3 clusters Score -2.212147e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 137111 members 
Entering Unmasked Estep 
Score: -22121648.000000 Penalty: 5954.171875
	Iteration 99Q: 3 clusters Score -2.212165e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -22121872.000000 Penalty: 5954.171875
	Iteration 100F: 3 clusters Score -2.212187e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -22122166.000000 Penalty: 5954.171875
	Iteration 101Q: 3 clusters Score -2.212217e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -22122354.000000 Penalty: 5954.171875
	Iteration 102Q: 3 clusters Score -2.212235e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -22122670.000000 Penalty: 5954.171875
	Iteration 103Q: 3 clusters Score -2.212267e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -22123038.000000 Penalty: 5954.171875
	Iteration 104Q: 3 clusters Score -2.212304e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -22123242.000000 Penalty: 5954.171875
	Iteration 105Q: 3 clusters Score -2.212324e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -22123528.000000 Penalty: 5954.171875
	Iteration 106Q: 3 clusters Score -2.212353e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -22123780.000000 Penalty: 5954.171875
	Iteration 107Q: 3 clusters Score -2.212378e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 146037 members 
Entering Unmasked Estep 
Score: -22124054.000000 Penalty: 5954.171875
	Iteration 108Q: 3 clusters Score -2.212405e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -22124386.000000 Penalty: 5954.171875
	Iteration 109Q: 3 clusters Score -2.212439e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 148781 members 
Entering Unmasked Estep 
Score: -22124586.000000 Penalty: 5954.171875
	Iteration 110Q: 3 clusters Score -2.212459e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -22124798.000000 Penalty: 5954.171875
	Iteration 111Q: 3 clusters Score -2.21248e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -22124968.000000 Penalty: 5954.171875
	Iteration 112Q: 3 clusters Score -2.212497e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -22125240.000000 Penalty: 5954.171875
	Iteration 113Q: 3 clusters Score -2.212524e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -22125360.000000 Penalty: 5954.171875
	Iteration 114Q: 3 clusters Score -2.212536e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -22125366.000000 Penalty: 5954.171875
	Iteration 115Q: 3 clusters Score -2.212537e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -22125492.000000 Penalty: 5954.171875
	Iteration 116Q: 3 clusters Score -2.212549e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -22125418.000000 Penalty: 5954.171875
	Iteration 117Q: 3 clusters Score -2.212542e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -22125510.000000 Penalty: 5954.171875
	Iteration 118Q: 3 clusters Score -2.212551e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -22125542.000000 Penalty: 5954.171875
	Iteration 119Q: 3 clusters Score -2.212554e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -22125622.000000 Penalty: 5954.171875
	Iteration 120F: 3 clusters Score -2.212562e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -22125618.000000 Penalty: 5954.171875
	Iteration 121Q: 3 clusters Score -2.212562e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -22125594.000000 Penalty: 5954.171875
	Iteration 122Q: 3 clusters Score -2.212559e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -22125596.000000 Penalty: 5954.171875
	Iteration 123Q: 3 clusters Score -2.21256e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -22125646.000000 Penalty: 5954.171875
	Iteration 124Q: 3 clusters Score -2.212565e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -22125570.000000 Penalty: 5954.171875
	Iteration 125Q: 3 clusters Score -2.212557e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 162326 members 
Entering Unmasked Estep 
Score: -22125608.000000 Penalty: 5954.171875
	Iteration 126Q: 3 clusters Score -2.212561e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -22125576.000000 Penalty: 5954.171875
	Iteration 127Q: 3 clusters Score -2.212558e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 162515 members 
Entering Unmasked Estep 
Score: -22125560.000000 Penalty: 5954.171875
	Iteration 128Q: 3 clusters Score -2.212556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -22125590.000000 Penalty: 5954.171875
	Iteration 129Q: 3 clusters Score -2.212559e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -22125580.000000 Penalty: 5954.171875
	Iteration 130Q: 3 clusters Score -2.212558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -22125572.000000 Penalty: 5954.171875
	Iteration 131Q: 3 clusters Score -2.212557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -22125592.000000 Penalty: 5954.171875
	Iteration 132Q: 3 clusters Score -2.212559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -22125588.000000 Penalty: 5954.171875
	Iteration 133Q: 3 clusters Score -2.212559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -22125600.000000 Penalty: 5954.171875
	Iteration 134Q: 3 clusters Score -2.21256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -22125614.000000 Penalty: 5954.171875
	Iteration 135Q: 3 clusters Score -2.212561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -22125620.000000 Penalty: 5954.171875
	Iteration 136Q: 3 clusters Score -2.212562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 162746 members 
Entering Unmasked Estep 
Score: -22125602.000000 Penalty: 5954.171875
	Iteration 137Q: 3 clusters Score -2.21256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -22125608.000000 Penalty: 5954.171875
	Iteration 138Q: 3 clusters Score -2.212561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -22125614.000000 Penalty: 5954.171875
	Iteration 139Q: 3 clusters Score -2.212561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -22125608.000000 Penalty: 5954.171875
	Iteration 140F: 3 clusters Score -2.212561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 162765 members 
Entering Unmasked Estep 
Score: -22125598.000000 Penalty: 5954.171875
	Iteration 141Q: 3 clusters Score -2.21256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 162770 members 
Entering Unmasked Estep 
Score: -22125596.000000 Penalty: 5954.171875
	Iteration 142Q: 3 clusters Score -2.21256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -22125612.000000 Penalty: 5954.171875
	Iteration 143Q: 3 clusters Score -2.212561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -22125602.000000 Penalty: 5954.171875
	Iteration 144Q: 3 clusters Score -2.21256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -22125620.000000 Penalty: 5954.171875
	Iteration 145Q: 3 clusters Score -2.212562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -22125600.000000 Penalty: 5954.171875
	Iteration 146Q: 3 clusters Score -2.21256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -22125620.000000 Penalty: 5954.171875
	Iteration 147Q: 3 clusters Score -2.212562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -22125614.000000 Penalty: 5954.171875
	Iteration 148Q: 3 clusters Score -2.212561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -22125618.000000 Penalty: 5954.171875
	Iteration 149Q: 3 clusters Score -2.212562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 162797 members 
Entering Unmasked Estep 
Score: -22125614.000000 Penalty: 5954.171875
	Iteration 150Q: 3 clusters Score -2.212561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -22125620.000000 Penalty: 5954.171875
	Iteration 151Q: 3 clusters Score -2.212562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -22125634.000000 Penalty: 5954.171875
	Iteration 152Q: 3 clusters Score -2.212563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -22125628.000000 Penalty: 5954.171875
	Iteration 153Q: 3 clusters Score -2.212563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 162809 members 
Entering Unmasked Estep 
Score: -22125634.000000 Penalty: 5954.171875
	Iteration 154Q: 3 clusters Score -2.212563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 162813 members 
Entering Unmasked Estep 
Score: -22125636.000000 Penalty: 5954.171875
	Iteration 155Q: 3 clusters Score -2.212564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -22125640.000000 Penalty: 5954.171875
	Iteration 156Q: 3 clusters Score -2.212564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -22125640.000000 Penalty: 5954.171875
	Iteration 157F: 3 clusters Score -2.212564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Entering Unmasked Estep 
Score: -4481057.000000 Penalty: 2579.594971
	Iteration 0F: 2 clusters Score -4481057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4458482.000000 Penalty: 5159.189941
	Iteration 0F: 3 clusters Score -4458482 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4466511.000000 Penalty: 5159.189941
	Iteration 1F: 3 clusters Score -4466511 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4466899.000000 Penalty: 5159.189941
	Iteration 2Q: 3 clusters Score -4466899 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4467292.500000 Penalty: 5159.189941
	Iteration 3Q: 3 clusters Score -4467292 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4467639.500000 Penalty: 5159.189941
	Iteration 4Q: 3 clusters Score -4467640 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4468080.000000 Penalty: 5159.189941
	Iteration 5Q: 3 clusters Score -4468080 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4468584.000000 Penalty: 5159.189941
	Iteration 6Q: 3 clusters Score -4468584 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4469257.500000 Penalty: 5159.189941
	Iteration 7Q: 3 clusters Score -4469258 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4470100.500000 Penalty: 5159.189941
	Iteration 8Q: 3 clusters Score -4470100 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4471263.500000 Penalty: 5159.189941
	Iteration 9F: 3 clusters Score -4471264 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4472707.500000 Penalty: 5159.189941
	Iteration 10F: 3 clusters Score -4472708 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4474314.000000 Penalty: 5159.189941
	Iteration 11F: 3 clusters Score -4474314 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4475447.000000 Penalty: 5159.189941
	Iteration 12F: 3 clusters Score -4475447 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4476011.500000 Penalty: 5159.189941
	Iteration 13Q: 3 clusters Score -4476012 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4476298 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4476490.500000 Penalty: 5159.189941
	Iteration 15Q: 3 clusters Score -4476490 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4476652.500000 Penalty: 5159.189941
	Iteration 16Q: 3 clusters Score -4476652 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4476816 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4476935 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4477096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4477179.000000 Penalty: 5159.189941
	Iteration 20F: 3 clusters Score -4477179 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4477303.500000 Penalty: 5159.189941
	Iteration 21Q: 3 clusters Score -4477304 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4477401.500000 Penalty: 5159.189941
	Iteration 22Q: 3 clusters Score -4477402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -4477464.000000 Penalty: 5159.189941
	Iteration 23Q: 3 clusters Score -4477464 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4477524.000000 Penalty: 5159.189941
	Iteration 24Q: 3 clusters Score -4477524 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4477592.000000 Penalty: 5159.189941
	Iteration 25Q: 3 clusters Score -4477592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4477665.000000 Penalty: 5159.189941
	Iteration 26Q: 3 clusters Score -4477665 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4477746.000000 Penalty: 5159.189941
	Iteration 27Q: 3 clusters Score -4477746 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4477789.500000 Penalty: 5159.189941
	Iteration 28Q: 3 clusters Score -4477790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -4477838.500000 Penalty: 5159.189941
	Iteration 29Q: 3 clusters Score -4477838 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4477883.500000 Penalty: 5159.189941
	Iteration 30Q: 3 clusters Score -4477884 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -4477935.500000 Penalty: 5159.189941
	Iteration 31Q: 3 clusters Score -4477936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4477988.500000 Penalty: 5159.189941
	Iteration 32Q: 3 clusters Score -4477988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4478035.500000 Penalty: 5159.189941
	Iteration 33Q: 3 clusters Score -4478036 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4478066.500000 Penalty: 5159.189941
	Iteration 34Q: 3 clusters Score -4478066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4478109.000000 Penalty: 5159.189941
	Iteration 35Q: 3 clusters Score -4478109 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4478157.000000 Penalty: 5159.189941
	Iteration 36Q: 3 clusters Score -4478157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4478204.500000 Penalty: 5159.189941
	Iteration 37Q: 3 clusters Score -4478204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4478254.000000 Penalty: 5159.189941
	Iteration 38Q: 3 clusters Score -4478254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4478292.000000 Penalty: 5159.189941
	Iteration 39Q: 3 clusters Score -4478292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4478326.500000 Penalty: 5159.189941
	Iteration 40F: 3 clusters Score -4478326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4478369.000000 Penalty: 5159.189941
	Iteration 41Q: 3 clusters Score -4478369 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4478406.500000 Penalty: 5159.189941
	Iteration 42Q: 3 clusters Score -4478406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4478444.000000 Penalty: 5159.189941
	Iteration 43Q: 3 clusters Score -4478444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4478465.000000 Penalty: 5159.189941
	Iteration 44Q: 3 clusters Score -4478465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4478487.000000 Penalty: 5159.189941
	Iteration 45Q: 3 clusters Score -4478487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4478507.500000 Penalty: 5159.189941
	Iteration 46Q: 3 clusters Score -4478508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4478529.500000 Penalty: 5159.189941
	Iteration 47Q: 3 clusters Score -4478530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4478549.500000 Penalty: 5159.189941
	Iteration 48Q: 3 clusters Score -4478550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4478581.500000 Penalty: 5159.189941
	Iteration 49Q: 3 clusters Score -4478582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4478608.000000 Penalty: 5159.189941
	Iteration 50Q: 3 clusters Score -4478608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4478637.500000 Penalty: 5159.189941
	Iteration 51Q: 3 clusters Score -4478638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4478661.000000 Penalty: 5159.189941
	Iteration 52Q: 3 clusters Score -4478661 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4478691.500000 Penalty: 5159.189941
	Iteration 53Q: 3 clusters Score -4478692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4478705.000000 Penalty: 5159.189941
	Iteration 54Q: 3 clusters Score -4478705 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4478718.500000 Penalty: 5159.189941
	Iteration 55Q: 3 clusters Score -4478718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4478743.000000 Penalty: 5159.189941
	Iteration 56Q: 3 clusters Score -4478743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4478766.500000 Penalty: 5159.189941
	Iteration 57Q: 3 clusters Score -4478766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4478778.500000 Penalty: 5159.189941
	Iteration 58Q: 3 clusters Score -4478778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4478793.000000 Penalty: 5159.189941
	Iteration 59Q: 3 clusters Score -4478793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4478804.000000 Penalty: 5159.189941
	Iteration 60F: 3 clusters Score -4478804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4478792.500000 Penalty: 5159.189941
	Iteration 61Q: 3 clusters Score -4478792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4478808.500000 Penalty: 5159.189941
	Iteration 62Q: 3 clusters Score -4478808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4478817.500000 Penalty: 5159.189941
	Iteration 63Q: 3 clusters Score -4478818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4478834.500000 Penalty: 5159.189941
	Iteration 64Q: 3 clusters Score -4478834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4478839.000000 Penalty: 5159.189941
	Iteration 65Q: 3 clusters Score -4478839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4478837.000000 Penalty: 5159.189941
	Iteration 66Q: 3 clusters Score -4478837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4478841.500000 Penalty: 5159.189941
	Iteration 67Q: 3 clusters Score -4478842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4478860.000000 Penalty: 5159.189941
	Iteration 68Q: 3 clusters Score -4478860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4478867.000000 Penalty: 5159.189941
	Iteration 69Q: 3 clusters Score -4478867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4478886.000000 Penalty: 5159.189941
	Iteration 70Q: 3 clusters Score -4478886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4478890.000000 Penalty: 5159.189941
	Iteration 71Q: 3 clusters Score -4478890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4478893.500000 Penalty: 5159.189941
	Iteration 72Q: 3 clusters Score -4478894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4478900.500000 Penalty: 5159.189941
	Iteration 73Q: 3 clusters Score -4478900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4478905.500000 Penalty: 5159.189941
	Iteration 74Q: 3 clusters Score -4478906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4478909.500000 Penalty: 5159.189941
	Iteration 75Q: 3 clusters Score -4478910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4478912.000000 Penalty: 5159.189941
	Iteration 76Q: 3 clusters Score -4478912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4478924.000000 Penalty: 5159.189941
	Iteration 77Q: 3 clusters Score -4478924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4478923.000000 Penalty: 5159.189941
	Iteration 78Q: 3 clusters Score -4478923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4478929.000000 Penalty: 5159.189941
	Iteration 79Q: 3 clusters Score -4478929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4478938.500000 Penalty: 5159.189941
	Iteration 80F: 3 clusters Score -4478938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4478932.000000 Penalty: 5159.189941
	Iteration 81Q: 3 clusters Score -4478932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4478929.500000 Penalty: 5159.189941
	Iteration 82Q: 3 clusters Score -4478930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4478936.000000 Penalty: 5159.189941
	Iteration 83Q: 3 clusters Score -4478936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4478935.500000 Penalty: 5159.189941
	Iteration 84Q: 3 clusters Score -4478936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4478938.500000 Penalty: 5159.189941
	Iteration 85Q: 3 clusters Score -4478938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4478937.500000 Penalty: 5159.189941
	Iteration 86Q: 3 clusters Score -4478938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4478934.000000 Penalty: 5159.189941
	Iteration 87Q: 3 clusters Score -4478934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4478938.500000 Penalty: 5159.189941
	Iteration 88Q: 3 clusters Score -4478938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4478937.500000 Penalty: 5159.189941
	Iteration 89Q: 3 clusters Score -4478938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4478940.000000 Penalty: 5159.189941
	Iteration 90Q: 3 clusters Score -4478940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4478942.000000 Penalty: 5159.189941
	Iteration 91Q: 3 clusters Score -4478942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4478944.500000 Penalty: 5159.189941
	Iteration 92Q: 3 clusters Score -4478944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4478937.000000 Penalty: 5159.189941
	Iteration 93Q: 3 clusters Score -4478937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4478939.500000 Penalty: 5159.189941
	Iteration 94Q: 3 clusters Score -4478940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4478939.000000 Penalty: 5159.189941
	Iteration 95Q: 3 clusters Score -4478939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4478941.500000 Penalty: 5159.189941
	Iteration 96Q: 3 clusters Score -4478942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4478941.500000 Penalty: 5159.189941
	Iteration 97F: 3 clusters Score -4478942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 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 180 members 
Entering Unmasked Estep 
Score: -43185.453125 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43185.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43316.285156 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43316.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43362.484375 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -43362.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43387.988281 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43387.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43409.019531 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43409.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43425.476562 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43425.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43429.574219 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43429.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43436.738281 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43436.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43436.738281 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -43436.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180277 members 
Entering Unmasked Estep 
Score: -24229280.000000 Penalty: 3001.357910
	Iteration 0F: 2 clusters Score -2.422928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -24115460.000000 Penalty: 6002.715820
	Iteration 0F: 3 clusters Score -2.411546e+07 nChanged 86768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -24165974.000000 Penalty: 6002.715820
	Iteration 1F: 3 clusters Score -2.416597e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -24167026.000000 Penalty: 6002.715820
	Iteration 2Q: 3 clusters Score -2.416703e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -24168362.000000 Penalty: 6002.715820
	Iteration 3Q: 3 clusters Score -2.416836e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -24170440.000000 Penalty: 6002.715820
	Iteration 4Q: 3 clusters Score -2.417044e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -24173644.000000 Penalty: 6002.715820
	Iteration 5Q: 3 clusters Score -2.417364e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -24178376.000000 Penalty: 6002.715820
	Iteration 6Q: 3 clusters Score -2.417838e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -24185552.000000 Penalty: 6002.715820
	Iteration 7F: 3 clusters Score -2.418555e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -24194496.000000 Penalty: 6002.715820
	Iteration 8F: 3 clusters Score -2.41945e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -24202946.000000 Penalty: 6002.715820
	Iteration 9F: 3 clusters Score -2.420295e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -24209178.000000 Penalty: 6002.715820
	Iteration 10F: 3 clusters Score -2.420918e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -24212740.000000 Penalty: 6002.715820
	Iteration 11Q: 3 clusters Score -2.421274e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -24214840.000000 Penalty: 6002.715820
	Iteration 12Q: 3 clusters Score -2.421484e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152950 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -24216066.000000 Penalty: 6002.715820
	Iteration 13Q: 3 clusters Score -2.421607e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -24217028.000000 Penalty: 6002.715820
	Iteration 14Q: 3 clusters Score -2.421703e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -24218146.000000 Penalty: 6002.715820
	Iteration 15Q: 3 clusters Score -2.421815e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -24218976.000000 Penalty: 6002.715820
	Iteration 16Q: 3 clusters Score -2.421898e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -24219676.000000 Penalty: 6002.715820
	Iteration 17Q: 3 clusters Score -2.421968e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -24220344.000000 Penalty: 6002.715820
	Iteration 18Q: 3 clusters Score -2.422034e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -24221028.000000 Penalty: 6002.715820
	Iteration 19Q: 3 clusters Score -2.422103e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -24221714.000000 Penalty: 6002.715820
	Iteration 20F: 3 clusters Score -2.422171e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -24222418.000000 Penalty: 6002.715820
	Iteration 21Q: 3 clusters Score -2.422242e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -24223122.000000 Penalty: 6002.715820
	Iteration 22Q: 3 clusters Score -2.422312e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -24223578.000000 Penalty: 6002.715820
	Iteration 23Q: 3 clusters Score -2.422358e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174200 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -24223980.000000 Penalty: 6002.715820
	Iteration 24Q: 3 clusters Score -2.422398e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -24224450.000000 Penalty: 6002.715820
	Iteration 25Q: 3 clusters Score -2.422445e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -24224954.000000 Penalty: 6002.715820
	Iteration 26Q: 3 clusters Score -2.422495e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176681 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -24225306.000000 Penalty: 6002.715820
	Iteration 27Q: 3 clusters Score -2.422531e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -24225566.000000 Penalty: 6002.715820
	Iteration 28Q: 3 clusters Score -2.422557e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -24225806.000000 Penalty: 6002.715820
	Iteration 29Q: 3 clusters Score -2.422581e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -24225956.000000 Penalty: 6002.715820
	Iteration 30Q: 3 clusters Score -2.422596e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -24226126.000000 Penalty: 6002.715820
	Iteration 31Q: 3 clusters Score -2.422613e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178450 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24226272.000000 Penalty: 6002.715820
	Iteration 32Q: 3 clusters Score -2.422627e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -24226282.000000 Penalty: 6002.715820
	Iteration 33Q: 3 clusters Score -2.422628e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -24226360.000000 Penalty: 6002.715820
	Iteration 34Q: 3 clusters Score -2.422636e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -24226412.000000 Penalty: 6002.715820
	Iteration 35Q: 3 clusters Score -2.422641e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -24226446.000000 Penalty: 6002.715820
	Iteration 36Q: 3 clusters Score -2.422645e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -24226462.000000 Penalty: 6002.715820
	Iteration 37Q: 3 clusters Score -2.422646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178950 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -24226482.000000 Penalty: 6002.715820
	Iteration 38Q: 3 clusters Score -2.422648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178977 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -24226496.000000 Penalty: 6002.715820
	Iteration 39Q: 3 clusters Score -2.42265e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24226516.000000 Penalty: 6002.715820
	Iteration 40F: 3 clusters Score -2.422652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179020 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24226530.000000 Penalty: 6002.715820
	Iteration 41Q: 3 clusters Score -2.422653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24226538.000000 Penalty: 6002.715820
	Iteration 42Q: 3 clusters Score -2.422654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24226526.000000 Penalty: 6002.715820
	Iteration 43Q: 3 clusters Score -2.422653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24226540.000000 Penalty: 6002.715820
	Iteration 44Q: 3 clusters Score -2.422654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -24226560.000000 Penalty: 6002.715820
	Iteration 45Q: 3 clusters Score -2.422656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -24226536.000000 Penalty: 6002.715820
	Iteration 46Q: 3 clusters Score -2.422654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -24226538.000000 Penalty: 6002.715820
	Iteration 47Q: 3 clusters Score -2.422654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24226564.000000 Penalty: 6002.715820
	Iteration 48Q: 3 clusters Score -2.422656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -24226544.000000 Penalty: 6002.715820
	Iteration 49Q: 3 clusters Score -2.422654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179177 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -24226588.000000 Penalty: 6002.715820
	Iteration 50Q: 3 clusters Score -2.422659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -24226590.000000 Penalty: 6002.715820
	Iteration 51Q: 3 clusters Score -2.422659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179198 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -24226610.000000 Penalty: 6002.715820
	Iteration 52Q: 3 clusters Score -2.422661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24226628.000000 Penalty: 6002.715820
	Iteration 53Q: 3 clusters Score -2.422663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -24226618.000000 Penalty: 6002.715820
	Iteration 54Q: 3 clusters Score -2.422662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24226622.000000 Penalty: 6002.715820
	Iteration 55Q: 3 clusters Score -2.422662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -24226608.000000 Penalty: 6002.715820
	Iteration 56Q: 3 clusters Score -2.422661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179223 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -24226632.000000 Penalty: 6002.715820
	Iteration 57Q: 3 clusters Score -2.422663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -24226626.000000 Penalty: 6002.715820
	Iteration 58Q: 3 clusters Score -2.422663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -24226626.000000 Penalty: 6002.715820
	Iteration 59F: 3 clusters Score -2.422663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -157635.078125 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -157635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155495.046875 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -155495 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155874.921875 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -155874.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156047.062500 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -156047.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156184.562500 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -156184.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156459.562500 Penalty: 3548.689209
	Iteration 4F: 3 clusters Score -156459.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156974.171875 Penalty: 3548.689209
	Iteration 5F: 3 clusters Score -156974.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -157676.296875 Penalty: 3548.689209
	Iteration 6F: 3 clusters Score -157676.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -157903.671875 Penalty: 3548.689209
	Iteration 7F: 3 clusters Score -157903.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -157969.203125 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -157969.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -158007.078125 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -158007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -158039.593750 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -158039.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -158061.062500 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -158061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -158073.812500 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -158073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -158086.953125 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -158087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -158104.031250 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -158104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -158120.406250 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -158120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -158128.968750 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -158129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -158129.984375 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -158130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -158132.796875 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -158132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -158132.796875 Penalty: 3548.689209
	Iteration 19F: 3 clusters Score -158132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164570 members 
Mstep: Class 3 contains 137739 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 54998 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62823 members 
Mstep: Class 10 contains 193866 members 
Mstep: Class 11 contains 168826 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163469 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180277 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 152043 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 349 members 
Entering Unmasked Estep 
Score: -180323424.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180324192.000000 to -180323424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (152043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Entering Unmasked Estep 
Score: -20545438.000000 Penalty: 2959.115967
	Iteration 0F: 2 clusters Score -2.054544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -20444948.000000 Penalty: 5918.231934
	Iteration 0F: 3 clusters Score -2.044495e+07 nChanged 72784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -20486896.000000 Penalty: 5918.231934
	Iteration 1F: 3 clusters Score -2.04869e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -20487824.000000 Penalty: 5918.231934
	Iteration 2Q: 3 clusters Score -2.048782e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -20488986.000000 Penalty: 5918.231934
	Iteration 3Q: 3 clusters Score -2.048899e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -20491102.000000 Penalty: 5918.231934
	Iteration 4Q: 3 clusters Score -2.04911e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -20494942.000000 Penalty: 5918.231934
	Iteration 5F: 3 clusters Score -2.049494e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -20501840.000000 Penalty: 5918.231934
	Iteration 6F: 3 clusters Score -2.050184e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -20513008.000000 Penalty: 5918.231934
	Iteration 7F: 3 clusters Score -2.051301e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -20525972.000000 Penalty: 5918.231934
	Iteration 8F: 3 clusters Score -2.052597e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -20535606.000000 Penalty: 5918.231934
	Iteration 9F: 3 clusters Score -2.053561e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20540242.000000 Penalty: 5918.231934
	Iteration 10Q: 3 clusters Score -2.054024e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20541966.000000 Penalty: 5918.231934
	Iteration 11Q: 3 clusters Score -2.054197e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20542496.000000 Penalty: 5918.231934
	Iteration 12Q: 3 clusters Score -2.05425e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -20542706.000000 Penalty: 5918.231934
	Iteration 13Q: 3 clusters Score -2.054271e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5918.231934
	Iteration 14Q: 3 clusters Score -2.05428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151734 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20542830.000000 Penalty: 5918.231934
	Iteration 15Q: 3 clusters Score -2.054283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20542848.000000 Penalty: 5918.231934
	Iteration 16Q: 3 clusters Score -2.054285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20542846.000000 Penalty: 5918.231934
	Iteration 17Q: 3 clusters Score -2.054285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20542856.000000 Penalty: 5918.231934
	Iteration 18Q: 3 clusters Score -2.054286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20542868.000000 Penalty: 5918.231934
	Iteration 19Q: 3 clusters Score -2.054287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20542882.000000 Penalty: 5918.231934
	Iteration 20F: 3 clusters Score -2.054288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20542862.000000 Penalty: 5918.231934
	Iteration 21Q: 3 clusters Score -2.054286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20542870.000000 Penalty: 5918.231934
	Iteration 22Q: 3 clusters Score -2.054287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20542868.000000 Penalty: 5918.231934
	Iteration 23Q: 3 clusters Score -2.054287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20542872.000000 Penalty: 5918.231934
	Iteration 24Q: 3 clusters Score -2.054287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20542868.000000 Penalty: 5918.231934
	Iteration 25Q: 3 clusters Score -2.054287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20542868.000000 Penalty: 5918.231934
	Iteration 26F: 3 clusters Score -2.054287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Entering Unmasked Estep 
Score: -4470498.500000 Penalty: 2589.419434
	Iteration 0F: 2 clusters Score -4470498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4447228.500000 Penalty: 5178.838867
	Iteration 0F: 3 clusters Score -4447228 nChanged 15474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4455813.000000 Penalty: 5178.838867
	Iteration 1F: 3 clusters Score -4455813 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4456437.500000 Penalty: 5178.838867
	Iteration 2Q: 3 clusters Score -4456438 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4457008.000000 Penalty: 5178.838867
	Iteration 3Q: 3 clusters Score -4457008 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4457614.000000 Penalty: 5178.838867
	Iteration 4Q: 3 clusters Score -4457614 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4458295.000000 Penalty: 5178.838867
	Iteration 5Q: 3 clusters Score -4458295 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4459090.000000 Penalty: 5178.838867
	Iteration 6Q: 3 clusters Score -4459090 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4459986.000000 Penalty: 5178.838867
	Iteration 7Q: 3 clusters Score -4459986 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4460920.500000 Penalty: 5178.838867
	Iteration 8Q: 3 clusters Score -4460920 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4461812.500000 Penalty: 5178.838867
	Iteration 9Q: 3 clusters Score -4461812 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4462488.000000 Penalty: 5178.838867
	Iteration 10Q: 3 clusters Score -4462488 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4462882.000000 Penalty: 5178.838867
	Iteration 11Q: 3 clusters Score -4462882 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4463132.000000 Penalty: 5178.838867
	Iteration 12Q: 3 clusters Score -4463132 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4463297.500000 Penalty: 5178.838867
	Iteration 13Q: 3 clusters Score -4463298 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4463487.500000 Penalty: 5178.838867
	Iteration 14Q: 3 clusters Score -4463488 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4463638.500000 Penalty: 5178.838867
	Iteration 15Q: 3 clusters Score -4463638 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4463793.000000 Penalty: 5178.838867
	Iteration 16Q: 3 clusters Score -4463793 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4463947.000000 Penalty: 5178.838867
	Iteration 17Q: 3 clusters Score -4463947 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4464107.000000 Penalty: 5178.838867
	Iteration 18Q: 3 clusters Score -4464107 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4464258.500000 Penalty: 5178.838867
	Iteration 19Q: 3 clusters Score -4464258 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4464432.000000 Penalty: 5178.838867
	Iteration 20F: 3 clusters Score -4464432 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4464594.000000 Penalty: 5178.838867
	Iteration 21Q: 3 clusters Score -4464594 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4464722.500000 Penalty: 5178.838867
	Iteration 22Q: 3 clusters Score -4464722 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4464861.500000 Penalty: 5178.838867
	Iteration 23Q: 3 clusters Score -4464862 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4465009.500000 Penalty: 5178.838867
	Iteration 24Q: 3 clusters Score -4465010 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4465132.000000 Penalty: 5178.838867
	Iteration 25Q: 3 clusters Score -4465132 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4465243.000000 Penalty: 5178.838867
	Iteration 26Q: 3 clusters Score -4465243 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4465349.000000 Penalty: 5178.838867
	Iteration 27Q: 3 clusters Score -4465349 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4465465.500000 Penalty: 5178.838867
	Iteration 28Q: 3 clusters Score -4465466 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4465574.000000 Penalty: 5178.838867
	Iteration 29Q: 3 clusters Score -4465574 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4465682.500000 Penalty: 5178.838867
	Iteration 30Q: 3 clusters Score -4465682 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4465785.000000 Penalty: 5178.838867
	Iteration 31Q: 3 clusters Score -4465785 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4465910.500000 Penalty: 5178.838867
	Iteration 32Q: 3 clusters Score -4465910 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4466020.500000 Penalty: 5178.838867
	Iteration 33Q: 3 clusters Score -4466020 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4466152.000000 Penalty: 5178.838867
	Iteration 34Q: 3 clusters Score -4466152 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4466275.500000 Penalty: 5178.838867
	Iteration 35Q: 3 clusters Score -4466276 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4466391.000000 Penalty: 5178.838867
	Iteration 36Q: 3 clusters Score -4466391 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4466501.500000 Penalty: 5178.838867
	Iteration 37Q: 3 clusters Score -4466502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4466606.500000 Penalty: 5178.838867
	Iteration 38Q: 3 clusters Score -4466606 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4466717.500000 Penalty: 5178.838867
	Iteration 39Q: 3 clusters Score -4466718 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4466809.500000 Penalty: 5178.838867
	Iteration 40F: 3 clusters Score -4466810 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4466930.000000 Penalty: 5178.838867
	Iteration 41Q: 3 clusters Score -4466930 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4467053.000000 Penalty: 5178.838867
	Iteration 42Q: 3 clusters Score -4467053 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4467165.000000 Penalty: 5178.838867
	Iteration 43Q: 3 clusters Score -4467165 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4467273.500000 Penalty: 5178.838867
	Iteration 44Q: 3 clusters Score -4467274 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4467371.500000 Penalty: 5178.838867
	Iteration 45Q: 3 clusters Score -4467372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4467480.000000 Penalty: 5178.838867
	Iteration 46Q: 3 clusters Score -4467480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4467546.500000 Penalty: 5178.838867
	Iteration 47Q: 3 clusters Score -4467546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4467602.000000 Penalty: 5178.838867
	Iteration 48Q: 3 clusters Score -4467602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4467668.500000 Penalty: 5178.838867
	Iteration 49Q: 3 clusters Score -4467668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4467746.000000 Penalty: 5178.838867
	Iteration 50Q: 3 clusters Score -4467746 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4467803.500000 Penalty: 5178.838867
	Iteration 51Q: 3 clusters Score -4467804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4467904.500000 Penalty: 5178.838867
	Iteration 52Q: 3 clusters Score -4467904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4467980.000000 Penalty: 5178.838867
	Iteration 53Q: 3 clusters Score -4467980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4468035.500000 Penalty: 5178.838867
	Iteration 54Q: 3 clusters Score -4468036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4468085.500000 Penalty: 5178.838867
	Iteration 55Q: 3 clusters Score -4468086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4468120.000000 Penalty: 5178.838867
	Iteration 56Q: 3 clusters Score -4468120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4468147.000000 Penalty: 5178.838867
	Iteration 57Q: 3 clusters Score -4468147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4468174.000000 Penalty: 5178.838867
	Iteration 58Q: 3 clusters Score -4468174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4468182.500000 Penalty: 5178.838867
	Iteration 59Q: 3 clusters Score -4468182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4468195.000000 Penalty: 5178.838867
	Iteration 60F: 3 clusters Score -4468195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4468213.500000 Penalty: 5178.838867
	Iteration 61Q: 3 clusters Score -4468214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4468224.000000 Penalty: 5178.838867
	Iteration 62Q: 3 clusters Score -4468224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4468233.500000 Penalty: 5178.838867
	Iteration 63Q: 3 clusters Score -4468234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4468242.500000 Penalty: 5178.838867
	Iteration 64Q: 3 clusters Score -4468242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4468249.000000 Penalty: 5178.838867
	Iteration 65Q: 3 clusters Score -4468249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4468252.000000 Penalty: 5178.838867
	Iteration 66Q: 3 clusters Score -4468252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4468257.000000 Penalty: 5178.838867
	Iteration 67Q: 3 clusters Score -4468257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4468271.500000 Penalty: 5178.838867
	Iteration 68Q: 3 clusters Score -4468272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4468272.500000 Penalty: 5178.838867
	Iteration 69Q: 3 clusters Score -4468272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4468274.500000 Penalty: 5178.838867
	Iteration 70Q: 3 clusters Score -4468274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4468283.000000 Penalty: 5178.838867
	Iteration 71Q: 3 clusters Score -4468283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4468296.000000 Penalty: 5178.838867
	Iteration 72Q: 3 clusters Score -4468296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4468306.000000 Penalty: 5178.838867
	Iteration 73Q: 3 clusters Score -4468306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4468308.500000 Penalty: 5178.838867
	Iteration 74Q: 3 clusters Score -4468308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4468314.000000 Penalty: 5178.838867
	Iteration 75Q: 3 clusters Score -4468314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4468314.000000 Penalty: 5178.838867
	Iteration 76Q: 3 clusters Score -4468314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4468323.500000 Penalty: 5178.838867
	Iteration 77Q: 3 clusters Score -4468324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4468330.500000 Penalty: 5178.838867
	Iteration 78Q: 3 clusters Score -4468330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4468343.000000 Penalty: 5178.838867
	Iteration 79Q: 3 clusters Score -4468343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4468347.500000 Penalty: 5178.838867
	Iteration 80F: 3 clusters Score -4468348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4468349.500000 Penalty: 5178.838867
	Iteration 81Q: 3 clusters Score -4468350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4468349.000000 Penalty: 5178.838867
	Iteration 82Q: 3 clusters Score -4468349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4468346.500000 Penalty: 5178.838867
	Iteration 83Q: 3 clusters Score -4468346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4468347.000000 Penalty: 5178.838867
	Iteration 84Q: 3 clusters Score -4468347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4468342.500000 Penalty: 5178.838867
	Iteration 85Q: 3 clusters Score -4468342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4468354.000000 Penalty: 5178.838867
	Iteration 86Q: 3 clusters Score -4468354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4468352.500000 Penalty: 5178.838867
	Iteration 87Q: 3 clusters Score -4468352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4468356.500000 Penalty: 5178.838867
	Iteration 88Q: 3 clusters Score -4468356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4468356.500000 Penalty: 5178.838867
	Iteration 89Q: 3 clusters Score -4468356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4468356.500000 Penalty: 5178.838867
	Iteration 90Q: 3 clusters Score -4468356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4468356.500000 Penalty: 5178.838867
	Iteration 91F: 3 clusters Score -4468356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 139 members 
Entering Unmasked Estep 
Score: -32141.962891 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32141.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32306.968750 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32306.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32390.804688 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32462.203125 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32506.855469 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32506.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32533.417969 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32533.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32587.884766 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32587.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32635.326172 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32635.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32661.648438 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32661.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32668.998047 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32683.179688 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32683.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32703.767578 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -32703.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32716.447266 Penalty: 2827.420166
	Iteration 12Q: 3 clusters Score -32716.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32727.048828 Penalty: 2827.420166
	Iteration 13Q: 3 clusters Score -32727.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32736.666016 Penalty: 2827.420166
	Iteration 14Q: 3 clusters Score -32736.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32739.166016 Penalty: 2827.420166
	Iteration 15Q: 3 clusters Score -32739.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32739.166016 Penalty: 2827.420166
	Iteration 16F: 3 clusters Score -32739.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 293 members 
Entering Unmasked Estep 
Score: -66345.078125 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66345.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66598.710938 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66598.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66715.132812 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66715.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66814.023438 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -66814.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66889.765625 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66889.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66946.218750 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66946.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67014.492188 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -67014.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67091.109375 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -67091.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67142.195312 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -67142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67203.109375 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -67203.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67257.859375 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -67257.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67340.843750 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -67340.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67399.273438 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -67399.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67418.531250 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -67418.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67435.632812 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -67435.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67444.976562 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -67444.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67452.382812 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -67452.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67452.382812 Penalty: 3158.620605
	Iteration 17F: 3 clusters Score -67452.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50629.996094 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50767.257812 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50767.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50788.156250 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50788.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50808.902344 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50810.644531 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50810.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50810.644531 Penalty: 2986.427490
	Iteration 5F: 3 clusters Score -50810.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164570 members 
Mstep: Class 3 contains 137739 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 54998 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62823 members 
Mstep: Class 10 contains 193866 members 
Mstep: Class 11 contains 168826 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163469 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180277 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152043 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324368.000000 Penalty: 77098.109375
Iteration 319Q: 23 clusters Score -1.803244e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164562 members 
Mstep: Class 3 contains 137752 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 54997 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62820 members 
Mstep: Class 10 contains 193861 members 
Mstep: Class 11 contains 168833 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163466 members 
Mstep: Class 14 contains 32911 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180281 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152040 members 
Mstep: Class 19 contains 34241 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 77098.109375
Iteration 320F: 23 clusters Score -1.803243e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164556 members 
Mstep: Class 3 contains 137758 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 55000 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62821 members 
Mstep: Class 10 contains 193856 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163460 members 
Mstep: Class 14 contains 32911 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180276 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152044 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324304.000000 Penalty: 77098.109375
Iteration 321Q: 23 clusters Score -1.803243e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164561 members 
Mstep: Class 3 contains 137758 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 54994 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62819 members 
Mstep: Class 10 contains 193850 members 
Mstep: Class 11 contains 168848 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163462 members 
Mstep: Class 14 contains 32911 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180271 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152044 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 77098.109375
Iteration 322Q: 23 clusters Score -1.803243e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164559 members 
Mstep: Class 3 contains 137765 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 54992 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62819 members 
Mstep: Class 10 contains 193844 members 
Mstep: Class 11 contains 168858 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163457 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180271 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152041 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 323Q: 23 clusters Score -1.803243e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164555 members 
Mstep: Class 3 contains 137767 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54990 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62817 members 
Mstep: Class 10 contains 193845 members 
Mstep: Class 11 contains 168859 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163455 members 
Mstep: Class 14 contains 32913 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180271 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152042 members 
Mstep: Class 19 contains 34253 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324160.000000 Penalty: 77098.109375
Iteration 324Q: 23 clusters Score -1.803242e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164550 members 
Mstep: Class 3 contains 137769 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62814 members 
Mstep: Class 10 contains 193845 members 
Mstep: Class 11 contains 168871 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163442 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180276 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152043 members 
Mstep: Class 19 contains 34255 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324064.000000 Penalty: 77098.109375
Iteration 325Q: 23 clusters Score -1.803241e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164548 members 
Mstep: Class 3 contains 137774 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54987 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62813 members 
Mstep: Class 10 contains 193852 members 
Mstep: Class 11 contains 168889 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163414 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180276 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152041 members 
Mstep: Class 19 contains 34258 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324080.000000 Penalty: 77098.109375
Iteration 326Q: 23 clusters Score -1.803241e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164552 members 
Mstep: Class 3 contains 137778 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62810 members 
Mstep: Class 10 contains 193854 members 
Mstep: Class 11 contains 168897 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163394 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152037 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324016.000000 Penalty: 77098.109375
Iteration 327Q: 23 clusters Score -1.80324e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164554 members 
Mstep: Class 3 contains 137790 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54989 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62805 members 
Mstep: Class 10 contains 193855 members 
Mstep: Class 11 contains 168905 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 163375 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180278 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152035 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 328Q: 23 clusters Score -1.80324e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164563 members 
Mstep: Class 3 contains 137802 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62799 members 
Mstep: Class 10 contains 193853 members 
Mstep: Class 11 contains 168921 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163349 members 
Mstep: Class 14 contains 32922 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180278 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152031 members 
Mstep: Class 19 contains 34260 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324048.000000 Penalty: 77098.109375
Iteration 329Q: 23 clusters Score -1.80324e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164572 members 
Mstep: Class 3 contains 137803 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193854 members 
Mstep: Class 11 contains 168927 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163337 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180279 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152029 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324112.000000 Penalty: 77098.109375
Iteration 330Q: 23 clusters Score -1.803241e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164578 members 
Mstep: Class 3 contains 137805 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54986 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62796 members 
Mstep: Class 10 contains 193854 members 
Mstep: Class 11 contains 168929 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163330 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180279 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152023 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324032.000000 Penalty: 77098.109375
Iteration 331Q: 23 clusters Score -1.80324e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164580 members 
Mstep: Class 3 contains 137804 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193855 members 
Mstep: Class 11 contains 168925 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163339 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180278 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152018 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324016.000000 Penalty: 77098.109375
Iteration 332Q: 23 clusters Score -1.80324e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164581 members 
Mstep: Class 3 contains 137809 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54989 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62792 members 
Mstep: Class 10 contains 193858 members 
Mstep: Class 11 contains 168924 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163333 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180280 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152016 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 333Q: 23 clusters Score -1.80324e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164584 members 
Mstep: Class 3 contains 137812 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54989 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62793 members 
Mstep: Class 10 contains 193856 members 
Mstep: Class 11 contains 168920 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163327 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180283 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 152016 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324016.000000 Penalty: 77098.109375
Iteration 334Q: 23 clusters Score -1.80324e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164588 members 
Mstep: Class 3 contains 137808 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54991 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62792 members 
Mstep: Class 10 contains 193854 members 
Mstep: Class 11 contains 168914 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163338 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180285 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152012 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324112.000000 Penalty: 77098.109375
Iteration 335Q: 23 clusters Score -1.803241e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164588 members 
Mstep: Class 3 contains 137802 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54990 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62792 members 
Mstep: Class 10 contains 193855 members 
Mstep: Class 11 contains 168916 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163344 members 
Mstep: Class 14 contains 32918 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180289 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152007 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324064.000000 Penalty: 77098.109375
Iteration 336Q: 23 clusters Score -1.803241e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164592 members 
Mstep: Class 3 contains 137803 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54987 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62793 members 
Mstep: Class 10 contains 193858 members 
Mstep: Class 11 contains 168908 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163339 members 
Mstep: Class 14 contains 32918 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180293 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152007 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324128.000000 Penalty: 77098.109375
Iteration 337Q: 23 clusters Score -1.803241e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164594 members 
Mstep: Class 3 contains 137806 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54985 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62794 members 
Mstep: Class 10 contains 193855 members 
Mstep: Class 11 contains 168907 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163342 members 
Mstep: Class 14 contains 32917 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180292 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152007 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324256.000000 Penalty: 77098.109375
Iteration 338Q: 23 clusters Score -1.803243e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164597 members 
Mstep: Class 3 contains 137812 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54981 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193853 members 
Mstep: Class 11 contains 168906 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163341 members 
Mstep: Class 14 contains 32918 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180290 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152005 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324192.000000 Penalty: 77098.109375
Iteration 339Q: 23 clusters Score -1.803242e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164603 members 
Mstep: Class 3 contains 137806 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54979 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193854 members 
Mstep: Class 11 contains 168905 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163341 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180293 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152005 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324208.000000 Penalty: 77098.109375
Iteration 340F: 23 clusters Score -1.803242e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164609 members 
Mstep: Class 3 contains 137798 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54978 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62797 members 
Mstep: Class 10 contains 193853 members 
Mstep: Class 11 contains 168909 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163344 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180296 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324224.000000 Penalty: 77098.109375
Iteration 341Q: 23 clusters Score -1.803242e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164615 members 
Mstep: Class 3 contains 137793 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62797 members 
Mstep: Class 10 contains 193851 members 
Mstep: Class 11 contains 168916 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163343 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180302 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324224.000000 Penalty: 77098.109375
Iteration 342Q: 23 clusters Score -1.803242e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164628 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62797 members 
Mstep: Class 10 contains 193848 members 
Mstep: Class 11 contains 168915 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163347 members 
Mstep: Class 14 contains 32913 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180310 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151992 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324240.000000 Penalty: 77098.109375
Iteration 343Q: 23 clusters Score -1.803242e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164638 members 
Mstep: Class 3 contains 137754 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193846 members 
Mstep: Class 11 contains 168914 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163362 members 
Mstep: Class 14 contains 32913 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180312 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151992 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 344Q: 23 clusters Score -1.803243e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164644 members 
Mstep: Class 3 contains 137741 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62795 members 
Mstep: Class 10 contains 193849 members 
Mstep: Class 11 contains 168906 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163374 members 
Mstep: Class 14 contains 32914 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180313 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151991 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 77098.109375
Iteration 345Q: 23 clusters Score -1.803243e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164646 members 
Mstep: Class 3 contains 137739 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62796 members 
Mstep: Class 10 contains 193852 members 
Mstep: Class 11 contains 168893 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163379 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180312 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 346Q: 23 clusters Score -1.803243e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164648 members 
Mstep: Class 3 contains 137741 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62796 members 
Mstep: Class 10 contains 193851 members 
Mstep: Class 11 contains 168896 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163376 members 
Mstep: Class 14 contains 32915 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180309 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151993 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324352.000000 Penalty: 77098.109375
Iteration 347Q: 23 clusters Score -1.803244e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164651 members 
Mstep: Class 3 contains 137742 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62794 members 
Mstep: Class 10 contains 193845 members 
Mstep: Class 11 contains 168902 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163368 members 
Mstep: Class 14 contains 32916 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180311 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 77098.109375
Iteration 348Q: 23 clusters Score -1.803243e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164656 members 
Mstep: Class 3 contains 137744 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62791 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168904 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163365 members 
Mstep: Class 14 contains 32918 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180311 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 349Q: 23 clusters Score -1.803243e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164656 members 
Mstep: Class 3 contains 137746 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62788 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168907 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163364 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180315 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151996 members 
Mstep: Class 19 contains 34259 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 350Q: 23 clusters Score -1.803243e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164653 members 
Mstep: Class 3 contains 137740 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62787 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168911 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163365 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180318 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 351Q: 23 clusters Score -1.803243e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164654 members 
Mstep: Class 3 contains 137731 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62785 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168914 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163368 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180319 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151998 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324160.000000 Penalty: 77098.109375
Iteration 352Q: 23 clusters Score -1.803242e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164659 members 
Mstep: Class 3 contains 137729 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54970 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62784 members 
Mstep: Class 10 contains 193837 members 
Mstep: Class 11 contains 168924 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163360 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180320 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324256.000000 Penalty: 77098.109375
Iteration 353Q: 23 clusters Score -1.803243e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164662 members 
Mstep: Class 3 contains 137719 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62779 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168933 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163352 members 
Mstep: Class 14 contains 32921 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180326 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151998 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 77098.109375
Iteration 354Q: 23 clusters Score -1.803243e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164669 members 
Mstep: Class 3 contains 137717 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62777 members 
Mstep: Class 10 contains 193840 members 
Mstep: Class 11 contains 168930 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163350 members 
Mstep: Class 14 contains 32921 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180327 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 355Q: 23 clusters Score -1.803242e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164675 members 
Mstep: Class 3 contains 137715 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62774 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168933 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163349 members 
Mstep: Class 14 contains 32921 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180325 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151996 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 356Q: 23 clusters Score -1.803242e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164676 members 
Mstep: Class 3 contains 137720 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54970 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62772 members 
Mstep: Class 10 contains 193842 members 
Mstep: Class 11 contains 168933 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163340 members 
Mstep: Class 14 contains 32923 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180319 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 152000 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324128.000000 Penalty: 77098.109375
Iteration 357Q: 23 clusters Score -1.803241e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164679 members 
Mstep: Class 3 contains 137721 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54972 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62771 members 
Mstep: Class 10 contains 193840 members 
Mstep: Class 11 contains 168929 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163340 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180318 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151998 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 358Q: 23 clusters Score -1.803242e+08 nChanged 55
Entering ConstructFrom: 
Score: -180324176.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161125.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158988.000000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158988 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -159318.828125 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159318.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159432.937500 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159432.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159483.781250 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159516.203125 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159516.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159550.406250 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159578.984375 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159597.515625 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -159613.578125 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159624.671875 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159624.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159643.640625 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159652.031250 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159658.437500 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159665.156250 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159668.156250 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159670.312500 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -159670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159672.000000 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -159672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -159672.000000 Penalty: 3550.236816
	Iteration 17F: 3 clusters Score -159672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Entering Unmasked Estep 
Score: -22199298.000000 Penalty: 2978.920898
	Iteration 0F: 2 clusters Score -2.21993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -22092572.000000 Penalty: 5957.841797
	Iteration 0F: 3 clusters Score -2.209257e+07 nChanged 78439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -22138138.000000 Penalty: 5957.841797
	Iteration 1F: 3 clusters Score -2.213814e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -22139204.000000 Penalty: 5957.841797
	Iteration 2Q: 3 clusters Score -2.21392e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -22140136.000000 Penalty: 5957.841797
	Iteration 3Q: 3 clusters Score -2.214014e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -22141536.000000 Penalty: 5957.841797
	Iteration 4Q: 3 clusters Score -2.214154e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -22143428.000000 Penalty: 5957.841797
	Iteration 5Q: 3 clusters Score -2.214343e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -22146310.000000 Penalty: 5957.841797
	Iteration 6Q: 3 clusters Score -2.214631e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -22151220.000000 Penalty: 5957.841797
	Iteration 7F: 3 clusters Score -2.215122e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -22158036.000000 Penalty: 5957.841797
	Iteration 8F: 3 clusters Score -2.215804e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -22166700.000000 Penalty: 5957.841797
	Iteration 9F: 3 clusters Score -2.21667e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131651 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -22175352.000000 Penalty: 5957.841797
	Iteration 10F: 3 clusters Score -2.217535e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139147 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -22182166.000000 Penalty: 5957.841797
	Iteration 11F: 3 clusters Score -2.218217e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -22186658.000000 Penalty: 5957.841797
	Iteration 12Q: 3 clusters Score -2.218666e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148826 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -22189446.000000 Penalty: 5957.841797
	Iteration 13Q: 3 clusters Score -2.218945e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -22191386.000000 Penalty: 5957.841797
	Iteration 14Q: 3 clusters Score -2.219139e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -22192804.000000 Penalty: 5957.841797
	Iteration 15Q: 3 clusters Score -2.21928e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -22193910.000000 Penalty: 5957.841797
	Iteration 16Q: 3 clusters Score -2.219391e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -22194814.000000 Penalty: 5957.841797
	Iteration 17Q: 3 clusters Score -2.219481e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -22195498.000000 Penalty: 5957.841797
	Iteration 18Q: 3 clusters Score -2.21955e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -22195992.000000 Penalty: 5957.841797
	Iteration 19Q: 3 clusters Score -2.219599e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22196322.000000 Penalty: 5957.841797
	Iteration 20F: 3 clusters Score -2.219632e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -22196544.000000 Penalty: 5957.841797
	Iteration 21Q: 3 clusters Score -2.219654e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22196714.000000 Penalty: 5957.841797
	Iteration 22Q: 3 clusters Score -2.219671e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22196828.000000 Penalty: 5957.841797
	Iteration 23Q: 3 clusters Score -2.219683e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22196950.000000 Penalty: 5957.841797
	Iteration 24Q: 3 clusters Score -2.219695e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163082 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22197016.000000 Penalty: 5957.841797
	Iteration 25Q: 3 clusters Score -2.219702e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22197022.000000 Penalty: 5957.841797
	Iteration 26Q: 3 clusters Score -2.219702e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163263 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22197088.000000 Penalty: 5957.841797
	Iteration 27Q: 3 clusters Score -2.219709e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22197098.000000 Penalty: 5957.841797
	Iteration 28Q: 3 clusters Score -2.21971e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22197168.000000 Penalty: 5957.841797
	Iteration 29Q: 3 clusters Score -2.219717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22197162.000000 Penalty: 5957.841797
	Iteration 30Q: 3 clusters Score -2.219716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22197156.000000 Penalty: 5957.841797
	Iteration 31Q: 3 clusters Score -2.219716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22197178.000000 Penalty: 5957.841797
	Iteration 32Q: 3 clusters Score -2.219718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22197198.000000 Penalty: 5957.841797
	Iteration 33Q: 3 clusters Score -2.21972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163503 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22197218.000000 Penalty: 5957.841797
	Iteration 34Q: 3 clusters Score -2.219722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22197210.000000 Penalty: 5957.841797
	Iteration 35Q: 3 clusters Score -2.219721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22197228.000000 Penalty: 5957.841797
	Iteration 36Q: 3 clusters Score -2.219723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22197216.000000 Penalty: 5957.841797
	Iteration 37Q: 3 clusters Score -2.219722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22197216.000000 Penalty: 5957.841797
	Iteration 38Q: 3 clusters Score -2.219722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22197258.000000 Penalty: 5957.841797
	Iteration 39Q: 3 clusters Score -2.219726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22197250.000000 Penalty: 5957.841797
	Iteration 40F: 3 clusters Score -2.219725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 5957.841797
	Iteration 41Q: 3 clusters Score -2.219728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22197292.000000 Penalty: 5957.841797
	Iteration 42Q: 3 clusters Score -2.219729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22197294.000000 Penalty: 5957.841797
	Iteration 43Q: 3 clusters Score -2.219729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 5957.841797
	Iteration 44Q: 3 clusters Score -2.219729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22197296.000000 Penalty: 5957.841797
	Iteration 45Q: 3 clusters Score -2.21973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -22197296.000000 Penalty: 5957.841797
	Iteration 46Q: 3 clusters Score -2.21973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22197292.000000 Penalty: 5957.841797
	Iteration 47Q: 3 clusters Score -2.219729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22197294.000000 Penalty: 5957.841797
	Iteration 48Q: 3 clusters Score -2.219729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -22197300.000000 Penalty: 5957.841797
	Iteration 49Q: 3 clusters Score -2.21973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22197300.000000 Penalty: 5957.841797
	Iteration 50Q: 3 clusters Score -2.21973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22197312.000000 Penalty: 5957.841797
	Iteration 51Q: 3 clusters Score -2.219731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22197300.000000 Penalty: 5957.841797
	Iteration 52Q: 3 clusters Score -2.21973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22197324.000000 Penalty: 5957.841797
	Iteration 53Q: 3 clusters Score -2.219732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22197334.000000 Penalty: 5957.841797
	Iteration 54Q: 3 clusters Score -2.219733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22197314.000000 Penalty: 5957.841797
	Iteration 55Q: 3 clusters Score -2.219731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22197314.000000 Penalty: 5957.841797
	Iteration 56Q: 3 clusters Score -2.219731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22197320.000000 Penalty: 5957.841797
	Iteration 57Q: 3 clusters Score -2.219732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22197324.000000 Penalty: 5957.841797
	Iteration 58Q: 3 clusters Score -2.219732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22197332.000000 Penalty: 5957.841797
	Iteration 59Q: 3 clusters Score -2.219733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22197338.000000 Penalty: 5957.841797
	Iteration 60F: 3 clusters Score -2.219734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22197334.000000 Penalty: 5957.841797
	Iteration 61Q: 3 clusters Score -2.219733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22197340.000000 Penalty: 5957.841797
	Iteration 62Q: 3 clusters Score -2.219734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22197342.000000 Penalty: 5957.841797
	Iteration 63Q: 3 clusters Score -2.219734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22197348.000000 Penalty: 5957.841797
	Iteration 64Q: 3 clusters Score -2.219735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22197356.000000 Penalty: 5957.841797
	Iteration 65Q: 3 clusters Score -2.219736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22197350.000000 Penalty: 5957.841797
	Iteration 66Q: 3 clusters Score -2.219735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22197350.000000 Penalty: 5957.841797
	Iteration 67F: 3 clusters Score -2.219735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Entering Unmasked Estep 
Score: -18439772.000000 Penalty: 2934.602051
	Iteration 0F: 2 clusters Score -1.843977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -18348054.000000 Penalty: 5869.204102
	Iteration 0F: 3 clusters Score -1.834805e+07 nChanged 65533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -18385744.000000 Penalty: 5869.204102
	Iteration 1F: 3 clusters Score -1.838574e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -18386510.000000 Penalty: 5869.204102
	Iteration 2Q: 3 clusters Score -1.838651e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -18387470.000000 Penalty: 5869.204102
	Iteration 3Q: 3 clusters Score -1.838747e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -18389262.000000 Penalty: 5869.204102
	Iteration 4Q: 3 clusters Score -1.838926e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -18392330.000000 Penalty: 5869.204102
	Iteration 5Q: 3 clusters Score -1.839233e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -18398154.000000 Penalty: 5869.204102
	Iteration 6F: 3 clusters Score -1.839815e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -18407732.000000 Penalty: 5869.204102
	Iteration 7F: 3 clusters Score -1.840773e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -18420218.000000 Penalty: 5869.204102
	Iteration 8F: 3 clusters Score -1.842022e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -18430234.000000 Penalty: 5869.204102
	Iteration 9F: 3 clusters Score -1.843023e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -18435090.000000 Penalty: 5869.204102
	Iteration 10Q: 3 clusters Score -1.843509e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18436458.000000 Penalty: 5869.204102
	Iteration 11Q: 3 clusters Score -1.843646e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18436868.000000 Penalty: 5869.204102
	Iteration 12Q: 3 clusters Score -1.843687e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18436992.000000 Penalty: 5869.204102
	Iteration 13Q: 3 clusters Score -1.843699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18437060.000000 Penalty: 5869.204102
	Iteration 14Q: 3 clusters Score -1.843706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137549 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18437104.000000 Penalty: 5869.204102
	Iteration 15Q: 3 clusters Score -1.84371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18437106.000000 Penalty: 5869.204102
	Iteration 16Q: 3 clusters Score -1.843711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18437112.000000 Penalty: 5869.204102
	Iteration 17Q: 3 clusters Score -1.843711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18437112.000000 Penalty: 5869.204102
	Iteration 18F: 3 clusters Score -1.843711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Entering Unmasked Estep 
Score: -996781.437500 Penalty: 2228.110840
	Iteration 0F: 2 clusters Score -996781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -990382.375000 Penalty: 4456.221680
	Iteration 0F: 3 clusters Score -990382.4 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -992057.125000 Penalty: 4456.221680
	Iteration 1F: 3 clusters Score -992057.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -992311.062500 Penalty: 4456.221680
	Iteration 2F: 3 clusters Score -992311.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -992489.375000 Penalty: 4456.221680
	Iteration 3F: 3 clusters Score -992489.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -992647.687500 Penalty: 4456.221680
	Iteration 4Q: 3 clusters Score -992647.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -992832.375000 Penalty: 4456.221680
	Iteration 5Q: 3 clusters Score -992832.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -993008.062500 Penalty: 4456.221680
	Iteration 6Q: 3 clusters Score -993008.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -993210.937500 Penalty: 4456.221680
	Iteration 7Q: 3 clusters Score -993210.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -993477.187500 Penalty: 4456.221680
	Iteration 8Q: 3 clusters Score -993477.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -993713.875000 Penalty: 4456.221680
	Iteration 9Q: 3 clusters Score -993713.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -993920.000000 Penalty: 4456.221680
	Iteration 10Q: 3 clusters Score -993920 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -994107.375000 Penalty: 4456.221680
	Iteration 11Q: 3 clusters Score -994107.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -994284.687500 Penalty: 4456.221680
	Iteration 12Q: 3 clusters Score -994284.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -994387.625000 Penalty: 4456.221680
	Iteration 13Q: 3 clusters Score -994387.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -994473.000000 Penalty: 4456.221680
	Iteration 14Q: 3 clusters Score -994473 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -994520.062500 Penalty: 4456.221680
	Iteration 15Q: 3 clusters Score -994520.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -994551.312500 Penalty: 4456.221680
	Iteration 16Q: 3 clusters Score -994551.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -994573.687500 Penalty: 4456.221680
	Iteration 17Q: 3 clusters Score -994573.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -994586.625000 Penalty: 4456.221680
	Iteration 18Q: 3 clusters Score -994586.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -994597.625000 Penalty: 4456.221680
	Iteration 19Q: 3 clusters Score -994597.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -994608.562500 Penalty: 4456.221680
	Iteration 20F: 3 clusters Score -994608.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -994620.250000 Penalty: 4456.221680
	Iteration 21Q: 3 clusters Score -994620.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -994635.562500 Penalty: 4456.221680
	Iteration 22Q: 3 clusters Score -994635.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -994651.875000 Penalty: 4456.221680
	Iteration 23Q: 3 clusters Score -994651.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -994671.250000 Penalty: 4456.221680
	Iteration 24Q: 3 clusters Score -994671.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -994695.187500 Penalty: 4456.221680
	Iteration 25Q: 3 clusters Score -994695.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -994717.437500 Penalty: 4456.221680
	Iteration 26Q: 3 clusters Score -994717.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -994734.187500 Penalty: 4456.221680
	Iteration 27Q: 3 clusters Score -994734.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -994752.250000 Penalty: 4456.221680
	Iteration 28Q: 3 clusters Score -994752.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -994770.187500 Penalty: 4456.221680
	Iteration 29Q: 3 clusters Score -994770.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -994784.562500 Penalty: 4456.221680
	Iteration 30Q: 3 clusters Score -994784.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -994798.937500 Penalty: 4456.221680
	Iteration 31Q: 3 clusters Score -994798.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -994811.937500 Penalty: 4456.221680
	Iteration 32Q: 3 clusters Score -994811.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -994825.250000 Penalty: 4456.221680
	Iteration 33Q: 3 clusters Score -994825.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -994842.875000 Penalty: 4456.221680
	Iteration 34Q: 3 clusters Score -994842.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -994859.812500 Penalty: 4456.221680
	Iteration 35Q: 3 clusters Score -994859.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -994871.000000 Penalty: 4456.221680
	Iteration 36Q: 3 clusters Score -994871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -994881.687500 Penalty: 4456.221680
	Iteration 37Q: 3 clusters Score -994881.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -994892.562500 Penalty: 4456.221680
	Iteration 38Q: 3 clusters Score -994892.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -994899.625000 Penalty: 4456.221680
	Iteration 39Q: 3 clusters Score -994899.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -994907.812500 Penalty: 4456.221680
	Iteration 40F: 3 clusters Score -994907.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -994915.812500 Penalty: 4456.221680
	Iteration 41Q: 3 clusters Score -994915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -994926.062500 Penalty: 4456.221680
	Iteration 42Q: 3 clusters Score -994926.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -994936.375000 Penalty: 4456.221680
	Iteration 43Q: 3 clusters Score -994936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -994948.250000 Penalty: 4456.221680
	Iteration 44Q: 3 clusters Score -994948.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -994967.812500 Penalty: 4456.221680
	Iteration 45Q: 3 clusters Score -994967.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -994985.375000 Penalty: 4456.221680
	Iteration 46Q: 3 clusters Score -994985.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -995006.125000 Penalty: 4456.221680
	Iteration 47Q: 3 clusters Score -995006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -995027.687500 Penalty: 4456.221680
	Iteration 48Q: 3 clusters Score -995027.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -995053.625000 Penalty: 4456.221680
	Iteration 49Q: 3 clusters Score -995053.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -995075.437500 Penalty: 4456.221680
	Iteration 50Q: 3 clusters Score -995075.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -995100.000000 Penalty: 4456.221680
	Iteration 51Q: 3 clusters Score -995100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -995123.750000 Penalty: 4456.221680
	Iteration 52Q: 3 clusters Score -995123.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -995141.312500 Penalty: 4456.221680
	Iteration 53Q: 3 clusters Score -995141.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -995154.375000 Penalty: 4456.221680
	Iteration 54Q: 3 clusters Score -995154.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -995165.375000 Penalty: 4456.221680
	Iteration 55Q: 3 clusters Score -995165.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -995175.875000 Penalty: 4456.221680
	Iteration 56Q: 3 clusters Score -995175.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -995187.437500 Penalty: 4456.221680
	Iteration 57Q: 3 clusters Score -995187.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -995195.312500 Penalty: 4456.221680
	Iteration 58Q: 3 clusters Score -995195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -995203.125000 Penalty: 4456.221680
	Iteration 59Q: 3 clusters Score -995203.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -995204.437500 Penalty: 4456.221680
	Iteration 60F: 3 clusters Score -995204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -995212.250000 Penalty: 4456.221680
	Iteration 61Q: 3 clusters Score -995212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -995219.437500 Penalty: 4456.221680
	Iteration 62Q: 3 clusters Score -995219.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -995224.500000 Penalty: 4456.221680
	Iteration 63Q: 3 clusters Score -995224.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -995230.937500 Penalty: 4456.221680
	Iteration 64Q: 3 clusters Score -995230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -995239.000000 Penalty: 4456.221680
	Iteration 65Q: 3 clusters Score -995239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -995240.187500 Penalty: 4456.221680
	Iteration 66Q: 3 clusters Score -995240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -995248.125000 Penalty: 4456.221680
	Iteration 67Q: 3 clusters Score -995248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -995251.500000 Penalty: 4456.221680
	Iteration 68Q: 3 clusters Score -995251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -995260.750000 Penalty: 4456.221680
	Iteration 69Q: 3 clusters Score -995260.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -995264.937500 Penalty: 4456.221680
	Iteration 70Q: 3 clusters Score -995264.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -995268.000000 Penalty: 4456.221680
	Iteration 71Q: 3 clusters Score -995268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -995275.687500 Penalty: 4456.221680
	Iteration 72Q: 3 clusters Score -995275.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -995280.187500 Penalty: 4456.221680
	Iteration 73Q: 3 clusters Score -995280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -995285.000000 Penalty: 4456.221680
	Iteration 74Q: 3 clusters Score -995285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -995288.812500 Penalty: 4456.221680
	Iteration 75Q: 3 clusters Score -995288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -995294.375000 Penalty: 4456.221680
	Iteration 76Q: 3 clusters Score -995294.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -995301.875000 Penalty: 4456.221680
	Iteration 77Q: 3 clusters Score -995301.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -995310.187500 Penalty: 4456.221680
	Iteration 78Q: 3 clusters Score -995310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -995312.312500 Penalty: 4456.221680
	Iteration 79Q: 3 clusters Score -995312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -995315.562500 Penalty: 4456.221680
	Iteration 80F: 3 clusters Score -995315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -995316.312500 Penalty: 4456.221680
	Iteration 81Q: 3 clusters Score -995316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -995317.437500 Penalty: 4456.221680
	Iteration 82Q: 3 clusters Score -995317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -995316.875000 Penalty: 4456.221680
	Iteration 83Q: 3 clusters Score -995316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -995316.875000 Penalty: 4456.221680
	Iteration 84F: 3 clusters Score -995316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -593514.625000 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -593514.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -589263.875000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -589263.9 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -590240.187500 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -590240.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -590418.812500 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -590418.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -590528.187500 Penalty: 4170.391602
	Iteration 3Q: 3 clusters Score -590528.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -590591.500000 Penalty: 4170.391602
	Iteration 4Q: 3 clusters Score -590591.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -590628.687500 Penalty: 4170.391602
	Iteration 5Q: 3 clusters Score -590628.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -590658.375000 Penalty: 4170.391602
	Iteration 6Q: 3 clusters Score -590658.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -590684.125000 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -590684.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -590702.437500 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -590702.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -590720.312500 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -590720.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -590738.250000 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -590738.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -590752.937500 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -590752.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -590769.250000 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -590769.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -590784.875000 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -590784.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -590802.562500 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -590802.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -590816.062500 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -590816.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -590828.812500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -590828.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -590843.375000 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -590843.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -590853.187500 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -590853.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -590867.875000 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -590867.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -590878.750000 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -590878.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -590890.812500 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -590890.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -590901.500000 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -590901.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -590912.500000 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -590912.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -590917.875000 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -590917.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -590925.062500 Penalty: 4170.391602
	Iteration 25Q: 3 clusters Score -590925.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -590936.312500 Penalty: 4170.391602
	Iteration 26Q: 3 clusters Score -590936.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -590958.125000 Penalty: 4170.391602
	Iteration 27Q: 3 clusters Score -590958.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -590978.437500 Penalty: 4170.391602
	Iteration 28Q: 3 clusters Score -590978.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -591003.750000 Penalty: 4170.391602
	Iteration 29Q: 3 clusters Score -591003.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -591027.125000 Penalty: 4170.391602
	Iteration 30Q: 3 clusters Score -591027.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -591044.875000 Penalty: 4170.391602
	Iteration 31Q: 3 clusters Score -591044.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -591067.062500 Penalty: 4170.391602
	Iteration 32Q: 3 clusters Score -591067.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -591095.375000 Penalty: 4170.391602
	Iteration 33Q: 3 clusters Score -591095.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -591119.000000 Penalty: 4170.391602
	Iteration 34Q: 3 clusters Score -591119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -591144.625000 Penalty: 4170.391602
	Iteration 35Q: 3 clusters Score -591144.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -591174.187500 Penalty: 4170.391602
	Iteration 36Q: 3 clusters Score -591174.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -591204.625000 Penalty: 4170.391602
	Iteration 37Q: 3 clusters Score -591204.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -591224.937500 Penalty: 4170.391602
	Iteration 38Q: 3 clusters Score -591224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -591241.562500 Penalty: 4170.391602
	Iteration 39Q: 3 clusters Score -591241.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -591257.062500 Penalty: 4170.391602
	Iteration 40F: 3 clusters Score -591257.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -591271.437500 Penalty: 4170.391602
	Iteration 41Q: 3 clusters Score -591271.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -591289.812500 Penalty: 4170.391602
	Iteration 42Q: 3 clusters Score -591289.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -591306.375000 Penalty: 4170.391602
	Iteration 43Q: 3 clusters Score -591306.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -591326.562500 Penalty: 4170.391602
	Iteration 44Q: 3 clusters Score -591326.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -591350.437500 Penalty: 4170.391602
	Iteration 45Q: 3 clusters Score -591350.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -591376.062500 Penalty: 4170.391602
	Iteration 46Q: 3 clusters Score -591376.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -591406.250000 Penalty: 4170.391602
	Iteration 47Q: 3 clusters Score -591406.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -591430.812500 Penalty: 4170.391602
	Iteration 48Q: 3 clusters Score -591430.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -591453.500000 Penalty: 4170.391602
	Iteration 49Q: 3 clusters Score -591453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -591475.062500 Penalty: 4170.391602
	Iteration 50Q: 3 clusters Score -591475.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -591496.437500 Penalty: 4170.391602
	Iteration 51Q: 3 clusters Score -591496.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -591516.125000 Penalty: 4170.391602
	Iteration 52Q: 3 clusters Score -591516.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -591540.062500 Penalty: 4170.391602
	Iteration 53Q: 3 clusters Score -591540.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -591553.187500 Penalty: 4170.391602
	Iteration 54Q: 3 clusters Score -591553.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -591566.187500 Penalty: 4170.391602
	Iteration 55Q: 3 clusters Score -591566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -591576.750000 Penalty: 4170.391602
	Iteration 56Q: 3 clusters Score -591576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -591583.312500 Penalty: 4170.391602
	Iteration 57Q: 3 clusters Score -591583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -591590.062500 Penalty: 4170.391602
	Iteration 58Q: 3 clusters Score -591590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -591593.875000 Penalty: 4170.391602
	Iteration 59Q: 3 clusters Score -591593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -591596.125000 Penalty: 4170.391602
	Iteration 60F: 3 clusters Score -591596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -591598.625000 Penalty: 4170.391602
	Iteration 61Q: 3 clusters Score -591598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -591600.812500 Penalty: 4170.391602
	Iteration 62Q: 3 clusters Score -591600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -591602.625000 Penalty: 4170.391602
	Iteration 63Q: 3 clusters Score -591602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -591602.937500 Penalty: 4170.391602
	Iteration 64Q: 3 clusters Score -591602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -591604.937500 Penalty: 4170.391602
	Iteration 65Q: 3 clusters Score -591604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -591605.562500 Penalty: 4170.391602
	Iteration 66Q: 3 clusters Score -591605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -591605.937500 Penalty: 4170.391602
	Iteration 67Q: 3 clusters Score -591605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -591606.437500 Penalty: 4170.391602
	Iteration 68Q: 3 clusters Score -591606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -591605.937500 Penalty: 4170.391602
	Iteration 69Q: 3 clusters Score -591605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -591605.937500 Penalty: 4170.391602
	Iteration 70F: 3 clusters Score -591605.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Entering Unmasked Estep 
Score: -7423274.000000 Penalty: 2706.811279
	Iteration 0F: 2 clusters Score -7423274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7386128.500000 Penalty: 5413.622559
	Iteration 0F: 3 clusters Score -7386128 nChanged 25643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -7400368.500000 Penalty: 5413.622559
	Iteration 1F: 3 clusters Score -7400368 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -7400862.500000 Penalty: 5413.622559
	Iteration 2Q: 3 clusters Score -7400862 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -7401387.500000 Penalty: 5413.622559
	Iteration 3Q: 3 clusters Score -7401388 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -7401833.500000 Penalty: 5413.622559
	Iteration 4Q: 3 clusters Score -7401834 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -7402354.000000 Penalty: 5413.622559
	Iteration 5Q: 3 clusters Score -7402354 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7402947.500000 Penalty: 5413.622559
	Iteration 6Q: 3 clusters Score -7402948 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -7403945.500000 Penalty: 5413.622559
	Iteration 7Q: 3 clusters Score -7403946 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -7405567.000000 Penalty: 5413.622559
	Iteration 8F: 3 clusters Score -7405567 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -7408112.500000 Penalty: 5413.622559
	Iteration 9F: 3 clusters Score -7408112 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -7411786.500000 Penalty: 5413.622559
	Iteration 10F: 3 clusters Score -7411786 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7415659.500000 Penalty: 5413.622559
	Iteration 11F: 3 clusters Score -7415660 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7418595.000000 Penalty: 5413.622559
	Iteration 12F: 3 clusters Score -7418595 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7420021.000000 Penalty: 5413.622559
	Iteration 13Q: 3 clusters Score -7420021 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7420575.000000 Penalty: 5413.622559
	Iteration 14Q: 3 clusters Score -7420575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7420794.000000 Penalty: 5413.622559
	Iteration 15Q: 3 clusters Score -7420794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7420912.500000 Penalty: 5413.622559
	Iteration 16Q: 3 clusters Score -7420912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7420961.000000 Penalty: 5413.622559
	Iteration 17Q: 3 clusters Score -7420961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7420982.500000 Penalty: 5413.622559
	Iteration 18Q: 3 clusters Score -7420982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7421000.500000 Penalty: 5413.622559
	Iteration 19Q: 3 clusters Score -7421000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7421015.000000 Penalty: 5413.622559
	Iteration 20F: 3 clusters Score -7421015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7421033.500000 Penalty: 5413.622559
	Iteration 21Q: 3 clusters Score -7421034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7421042.500000 Penalty: 5413.622559
	Iteration 22Q: 3 clusters Score -7421042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7421054.500000 Penalty: 5413.622559
	Iteration 23Q: 3 clusters Score -7421054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7421064.500000 Penalty: 5413.622559
	Iteration 24Q: 3 clusters Score -7421064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7421075.500000 Penalty: 5413.622559
	Iteration 25Q: 3 clusters Score -7421076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7421076.000000 Penalty: 5413.622559
	Iteration 26Q: 3 clusters Score -7421076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7421078.500000 Penalty: 5413.622559
	Iteration 27Q: 3 clusters Score -7421078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7421082.500000 Penalty: 5413.622559
	Iteration 28Q: 3 clusters Score -7421082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7421081.500000 Penalty: 5413.622559
	Iteration 29Q: 3 clusters Score -7421082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7421084.500000 Penalty: 5413.622559
	Iteration 30Q: 3 clusters Score -7421084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7421084.500000 Penalty: 5413.622559
	Iteration 31F: 3 clusters Score -7421084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351604.093750 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -351604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -348569.812500 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -348569.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -349133.343750 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -349133.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -349266.218750 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -349266.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -349347.968750 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -349348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -349396.531250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -349396.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -349429.562500 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -349429.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -349458.718750 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -349458.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -349484.875000 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -349484.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349514.250000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -349514.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -349533.312500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -349533.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -349547.062500 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -349547.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -349559.125000 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -349559.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -349572.531250 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -349572.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -349586.156250 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -349586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -349595.718750 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -349595.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -349605.468750 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -349605.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -349614.625000 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -349614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -349624.312500 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -349624.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -349640.187500 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -349640.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -349654.531250 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -349654.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349666.906250 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -349666.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -349681.750000 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -349681.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -349693.343750 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -349693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -349696.062500 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -349696.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -349705.281250 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -349705.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -349712.312500 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -349712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -349717.656250 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -349717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -349720.968750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -349721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -349727.250000 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -349727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -349738.093750 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -349738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -349751.375000 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -349751.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -349762.468750 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -349762.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -349774.125000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -349774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -349787.000000 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -349787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -349794.281250 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -349794.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -349806.281250 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -349806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -349816.500000 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -349816.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -349824.593750 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -349824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -349836.468750 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -349836.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -349846.125000 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -349846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -349853.625000 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -349853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -349864.218750 Penalty: 3907.564941
	Iteration 41Q: 3 clusters Score -349864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -349877.625000 Penalty: 3907.564941
	Iteration 42Q: 3 clusters Score -349877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -349887.406250 Penalty: 3907.564941
	Iteration 43Q: 3 clusters Score -349887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -349891.687500 Penalty: 3907.564941
	Iteration 44Q: 3 clusters Score -349891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -349896.750000 Penalty: 3907.564941
	Iteration 45Q: 3 clusters Score -349896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -349902.031250 Penalty: 3907.564941
	Iteration 46Q: 3 clusters Score -349902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -349905.843750 Penalty: 3907.564941
	Iteration 47Q: 3 clusters Score -349905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -349909.781250 Penalty: 3907.564941
	Iteration 48Q: 3 clusters Score -349909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -349911.812500 Penalty: 3907.564941
	Iteration 49Q: 3 clusters Score -349911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -349913.250000 Penalty: 3907.564941
	Iteration 50Q: 3 clusters Score -349913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -349915.906250 Penalty: 3907.564941
	Iteration 51Q: 3 clusters Score -349915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -349918.281250 Penalty: 3907.564941
	Iteration 52Q: 3 clusters Score -349918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -349919.562500 Penalty: 3907.564941
	Iteration 53Q: 3 clusters Score -349919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -349920.218750 Penalty: 3907.564941
	Iteration 54Q: 3 clusters Score -349920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -349923.031250 Penalty: 3907.564941
	Iteration 55Q: 3 clusters Score -349923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -349925.375000 Penalty: 3907.564941
	Iteration 56Q: 3 clusters Score -349925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -349927.843750 Penalty: 3907.564941
	Iteration 57Q: 3 clusters Score -349927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -349928.812500 Penalty: 3907.564941
	Iteration 58Q: 3 clusters Score -349928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -349933.187500 Penalty: 3907.564941
	Iteration 59Q: 3 clusters Score -349933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -349934.125000 Penalty: 3907.564941
	Iteration 60F: 3 clusters Score -349934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -349935.218750 Penalty: 3907.564941
	Iteration 61Q: 3 clusters Score -349935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -349935.625000 Penalty: 3907.564941
	Iteration 62Q: 3 clusters Score -349935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -349937.656250 Penalty: 3907.564941
	Iteration 63Q: 3 clusters Score -349937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349938.062500 Penalty: 3907.564941
	Iteration 64Q: 3 clusters Score -349938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -349939.343750 Penalty: 3907.564941
	Iteration 65Q: 3 clusters Score -349939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -349940.250000 Penalty: 3907.564941
	Iteration 66Q: 3 clusters Score -349940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -349942.250000 Penalty: 3907.564941
	Iteration 67Q: 3 clusters Score -349942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -349946.718750 Penalty: 3907.564941
	Iteration 68Q: 3 clusters Score -349946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -349952.625000 Penalty: 3907.564941
	Iteration 69Q: 3 clusters Score -349952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -349954.718750 Penalty: 3907.564941
	Iteration 70Q: 3 clusters Score -349954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -349957.468750 Penalty: 3907.564941
	Iteration 71Q: 3 clusters Score -349957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -349959.406250 Penalty: 3907.564941
	Iteration 72Q: 3 clusters Score -349959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -349961.062500 Penalty: 3907.564941
	Iteration 73Q: 3 clusters Score -349961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -349961.500000 Penalty: 3907.564941
	Iteration 74Q: 3 clusters Score -349961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -349962.750000 Penalty: 3907.564941
	Iteration 75Q: 3 clusters Score -349962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -349963.906250 Penalty: 3907.564941
	Iteration 76Q: 3 clusters Score -349963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -349965.468750 Penalty: 3907.564941
	Iteration 77Q: 3 clusters Score -349965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -349966.187500 Penalty: 3907.564941
	Iteration 78Q: 3 clusters Score -349966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -349966.187500 Penalty: 3907.564941
	Iteration 79F: 3 clusters Score -349966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58528.570312 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58528.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58781.660156 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58781.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58929.195312 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58929.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58989.437500 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -58989.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59024.050781 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -59024.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59043.503906 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59064.750000 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59064.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59075.187500 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59075.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59100.582031 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -59100.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59135.042969 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -59135.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59166.421875 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -59166.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59202.085938 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -59202.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59244.066406 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -59244.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59253.539062 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -59253.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59253.539062 Penalty: 3073.436279
	Iteration 14F: 3 clusters Score -59253.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Entering Unmasked Estep 
Score: -8180294.500000 Penalty: 2739.709717
	Iteration 0F: 2 clusters Score -8180294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -8138275.000000 Penalty: 5479.419434
	Iteration 0F: 3 clusters Score -8138275 nChanged 29086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -8154289.000000 Penalty: 5479.419434
	Iteration 1F: 3 clusters Score -8154289 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -8154700.500000 Penalty: 5479.419434
	Iteration 2Q: 3 clusters Score -8154700 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8155037.000000 Penalty: 5479.419434
	Iteration 3Q: 3 clusters Score -8155037 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -8155367.000000 Penalty: 5479.419434
	Iteration 4Q: 3 clusters Score -8155367 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -8155639.500000 Penalty: 5479.419434
	Iteration 5Q: 3 clusters Score -8155640 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -8155935.000000 Penalty: 5479.419434
	Iteration 6Q: 3 clusters Score -8155935 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -8156244.500000 Penalty: 5479.419434
	Iteration 7Q: 3 clusters Score -8156244 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8156568.500000 Penalty: 5479.419434
	Iteration 8Q: 3 clusters Score -8156568 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -8156999.000000 Penalty: 5479.419434
	Iteration 9Q: 3 clusters Score -8156999 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -8157622.500000 Penalty: 5479.419434
	Iteration 10Q: 3 clusters Score -8157622 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8158619.000000 Penalty: 5479.419434
	Iteration 11Q: 3 clusters Score -8158619 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -8160335.000000 Penalty: 5479.419434
	Iteration 12Q: 3 clusters Score -8160335 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -8162945.500000 Penalty: 5479.419434
	Iteration 13F: 3 clusters Score -8162946 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -8166609.000000 Penalty: 5479.419434
	Iteration 14F: 3 clusters Score -8166609 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8170721.500000 Penalty: 5479.419434
	Iteration 15F: 3 clusters Score -8170722 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8174155.500000 Penalty: 5479.419434
	Iteration 16F: 3 clusters Score -8174156 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8176252.000000 Penalty: 5479.419434
	Iteration 17Q: 3 clusters Score -8176252 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8177075.500000 Penalty: 5479.419434
	Iteration 18Q: 3 clusters Score -8177076 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8177485.000000 Penalty: 5479.419434
	Iteration 19Q: 3 clusters Score -8177485 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8177643.000000 Penalty: 5479.419434
	Iteration 20F: 3 clusters Score -8177643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8177733.000000 Penalty: 5479.419434
	Iteration 21Q: 3 clusters Score -8177733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8177778.500000 Penalty: 5479.419434
	Iteration 22Q: 3 clusters Score -8177778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8177805.000000 Penalty: 5479.419434
	Iteration 23Q: 3 clusters Score -8177805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8177828.500000 Penalty: 5479.419434
	Iteration 24Q: 3 clusters Score -8177828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8177841.000000 Penalty: 5479.419434
	Iteration 25Q: 3 clusters Score -8177841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8177847.500000 Penalty: 5479.419434
	Iteration 26Q: 3 clusters Score -8177848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8177848.500000 Penalty: 5479.419434
	Iteration 27Q: 3 clusters Score -8177848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8177852.500000 Penalty: 5479.419434
	Iteration 28Q: 3 clusters Score -8177852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8177851.000000 Penalty: 5479.419434
	Iteration 29Q: 3 clusters Score -8177851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8177851.000000 Penalty: 5479.419434
	Iteration 30F: 3 clusters Score -8177851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193838 members 
Entering Unmasked Estep 
Score: -26162586.000000 Penalty: 3019.344971
	Iteration 0F: 2 clusters Score -2.616259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -26052418.000000 Penalty: 6038.689941
	Iteration 0F: 3 clusters Score -2.605242e+07 nChanged 93308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -26107000.000000 Penalty: 6038.689941
	Iteration 1F: 3 clusters Score -2.6107e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -26108100.000000 Penalty: 6038.689941
	Iteration 2Q: 3 clusters Score -2.61081e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -26109414.000000 Penalty: 6038.689941
	Iteration 3Q: 3 clusters Score -2.610941e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -26111442.000000 Penalty: 6038.689941
	Iteration 4Q: 3 clusters Score -2.611144e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -26114938.000000 Penalty: 6038.689941
	Iteration 5Q: 3 clusters Score -2.611494e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -26120872.000000 Penalty: 6038.689941
	Iteration 6F: 3 clusters Score -2.612087e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -26130564.000000 Penalty: 6038.689941
	Iteration 7F: 3 clusters Score -2.613056e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 152759 members 
Entering Unmasked Estep 
Score: -26142644.000000 Penalty: 6038.689941
	Iteration 8F: 3 clusters Score -2.614264e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -26152362.000000 Penalty: 6038.689941
	Iteration 9F: 3 clusters Score -2.615236e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -26158486.000000 Penalty: 6038.689941
	Iteration 10Q: 3 clusters Score -2.615849e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 180660 members 
Entering Unmasked Estep 
Score: -26160568.000000 Penalty: 6038.689941
	Iteration 11Q: 3 clusters Score -2.616057e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 183657 members 
Entering Unmasked Estep 
Score: -26161440.000000 Penalty: 6038.689941
	Iteration 12Q: 3 clusters Score -2.616144e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 185663 members 
Entering Unmasked Estep 
Score: -26161464.000000 Penalty: 6038.689941
	Iteration 13Q: 3 clusters Score -2.616146e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 187195 members 
Entering Unmasked Estep 
Score: -26161398.000000 Penalty: 6038.689941
	Iteration 14Q: 3 clusters Score -2.61614e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -26161568.000000 Penalty: 6038.689941
	Iteration 15Q: 3 clusters Score -2.616157e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 189207 members 
Entering Unmasked Estep 
Score: -26161322.000000 Penalty: 6038.689941
	Iteration 16Q: 3 clusters Score -2.616132e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 189890 members 
Entering Unmasked Estep 
Score: -26161168.000000 Penalty: 6038.689941
	Iteration 17Q: 3 clusters Score -2.616117e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 190454 members 
Entering Unmasked Estep 
Score: -26161126.000000 Penalty: 6038.689941
	Iteration 18Q: 3 clusters Score -2.616113e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -26160946.000000 Penalty: 6038.689941
	Iteration 19Q: 3 clusters Score -2.616095e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 191272 members 
Entering Unmasked Estep 
Score: -26160822.000000 Penalty: 6038.689941
	Iteration 20F: 3 clusters Score -2.616082e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 191548 members 
Entering Unmasked Estep 
Score: -26160744.000000 Penalty: 6038.689941
	Iteration 21Q: 3 clusters Score -2.616074e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 191789 members 
Entering Unmasked Estep 
Score: -26160716.000000 Penalty: 6038.689941
	Iteration 22Q: 3 clusters Score -2.616072e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 192021 members 
Entering Unmasked Estep 
Score: -26160622.000000 Penalty: 6038.689941
	Iteration 23Q: 3 clusters Score -2.616062e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 192206 members 
Entering Unmasked Estep 
Score: -26160602.000000 Penalty: 6038.689941
	Iteration 24Q: 3 clusters Score -2.61606e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 192352 members 
Entering Unmasked Estep 
Score: -26160608.000000 Penalty: 6038.689941
	Iteration 25Q: 3 clusters Score -2.616061e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 192466 members 
Entering Unmasked Estep 
Score: -26160578.000000 Penalty: 6038.689941
	Iteration 26Q: 3 clusters Score -2.616058e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 192559 members 
Entering Unmasked Estep 
Score: -26160556.000000 Penalty: 6038.689941
	Iteration 27Q: 3 clusters Score -2.616056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 192635 members 
Entering Unmasked Estep 
Score: -26160548.000000 Penalty: 6038.689941
	Iteration 28Q: 3 clusters Score -2.616055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 192695 members 
Entering Unmasked Estep 
Score: -26160510.000000 Penalty: 6038.689941
	Iteration 29Q: 3 clusters Score -2.616051e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 192738 members 
Entering Unmasked Estep 
Score: -26160496.000000 Penalty: 6038.689941
	Iteration 30Q: 3 clusters Score -2.61605e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 192787 members 
Entering Unmasked Estep 
Score: -26160462.000000 Penalty: 6038.689941
	Iteration 31Q: 3 clusters Score -2.616046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 192830 members 
Entering Unmasked Estep 
Score: -26160442.000000 Penalty: 6038.689941
	Iteration 32Q: 3 clusters Score -2.616044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 192856 members 
Entering Unmasked Estep 
Score: -26160436.000000 Penalty: 6038.689941
	Iteration 33Q: 3 clusters Score -2.616044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 192877 members 
Entering Unmasked Estep 
Score: -26160432.000000 Penalty: 6038.689941
	Iteration 34Q: 3 clusters Score -2.616043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6038.689941
	Iteration 35Q: 3 clusters Score -2.616047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 192912 members 
Entering Unmasked Estep 
Score: -26160464.000000 Penalty: 6038.689941
	Iteration 36Q: 3 clusters Score -2.616046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 192924 members 
Entering Unmasked Estep 
Score: -26160466.000000 Penalty: 6038.689941
	Iteration 37Q: 3 clusters Score -2.616047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 192937 members 
Entering Unmasked Estep 
Score: -26160458.000000 Penalty: 6038.689941
	Iteration 38Q: 3 clusters Score -2.616046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 192948 members 
Entering Unmasked Estep 
Score: -26160444.000000 Penalty: 6038.689941
	Iteration 39Q: 3 clusters Score -2.616044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -26160450.000000 Penalty: 6038.689941
	Iteration 40F: 3 clusters Score -2.616045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 192965 members 
Entering Unmasked Estep 
Score: -26160446.000000 Penalty: 6038.689941
	Iteration 41Q: 3 clusters Score -2.616045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -26160462.000000 Penalty: 6038.689941
	Iteration 42Q: 3 clusters Score -2.616046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -26160462.000000 Penalty: 6038.689941
	Iteration 43Q: 3 clusters Score -2.616046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 192997 members 
Entering Unmasked Estep 
Score: -26160452.000000 Penalty: 6038.689941
	Iteration 44Q: 3 clusters Score -2.616045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 193008 members 
Entering Unmasked Estep 
Score: -26160420.000000 Penalty: 6038.689941
	Iteration 45Q: 3 clusters Score -2.616042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 193022 members 
Entering Unmasked Estep 
Score: -26160436.000000 Penalty: 6038.689941
	Iteration 46Q: 3 clusters Score -2.616044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 193037 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6038.689941
	Iteration 47Q: 3 clusters Score -2.616042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 193049 members 
Entering Unmasked Estep 
Score: -26160412.000000 Penalty: 6038.689941
	Iteration 48Q: 3 clusters Score -2.616041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -26160408.000000 Penalty: 6038.689941
	Iteration 49Q: 3 clusters Score -2.616041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 193075 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6038.689941
	Iteration 50Q: 3 clusters Score -2.616042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
Score: -26160434.000000 Penalty: 6038.689941
	Iteration 51Q: 3 clusters Score -2.616043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 193106 members 
Entering Unmasked Estep 
Score: -26160420.000000 Penalty: 6038.689941
	Iteration 52Q: 3 clusters Score -2.616042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 193121 members 
Entering Unmasked Estep 
Score: -26160432.000000 Penalty: 6038.689941
	Iteration 53Q: 3 clusters Score -2.616043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -26160426.000000 Penalty: 6038.689941
	Iteration 54Q: 3 clusters Score -2.616043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 193135 members 
Entering Unmasked Estep 
Score: -26160430.000000 Penalty: 6038.689941
	Iteration 55Q: 3 clusters Score -2.616043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -26160414.000000 Penalty: 6038.689941
	Iteration 56Q: 3 clusters Score -2.616041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 193141 members 
Entering Unmasked Estep 
Score: -26160414.000000 Penalty: 6038.689941
	Iteration 57Q: 3 clusters Score -2.616041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 193145 members 
Entering Unmasked Estep 
Score: -26160420.000000 Penalty: 6038.689941
	Iteration 58Q: 3 clusters Score -2.616042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 193152 members 
Entering Unmasked Estep 
Score: -26160414.000000 Penalty: 6038.689941
	Iteration 59Q: 3 clusters Score -2.616041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 193157 members 
Entering Unmasked Estep 
Score: -26160424.000000 Penalty: 6038.689941
	Iteration 60F: 3 clusters Score -2.616042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 193160 members 
Entering Unmasked Estep 
Score: -26160402.000000 Penalty: 6038.689941
	Iteration 61Q: 3 clusters Score -2.61604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 193164 members 
Entering Unmasked Estep 
Score: -26160396.000000 Penalty: 6038.689941
	Iteration 62Q: 3 clusters Score -2.61604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 193168 members 
Entering Unmasked Estep 
Score: -26160410.000000 Penalty: 6038.689941
	Iteration 63Q: 3 clusters Score -2.616041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 193173 members 
Entering Unmasked Estep 
Score: -26160394.000000 Penalty: 6038.689941
	Iteration 64Q: 3 clusters Score -2.616039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 193177 members 
Entering Unmasked Estep 
Score: -26160408.000000 Penalty: 6038.689941
	Iteration 65Q: 3 clusters Score -2.616041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 193180 members 
Entering Unmasked Estep 
Score: -26160392.000000 Penalty: 6038.689941
	Iteration 66Q: 3 clusters Score -2.616039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 193181 members 
Entering Unmasked Estep 
Score: -26160402.000000 Penalty: 6038.689941
	Iteration 67Q: 3 clusters Score -2.61604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 193182 members 
Entering Unmasked Estep 
Score: -26160394.000000 Penalty: 6038.689941
	Iteration 68Q: 3 clusters Score -2.616039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 193182 members 
Entering Unmasked Estep 
Score: -26160394.000000 Penalty: 6038.689941
	Iteration 69F: 3 clusters Score -2.616039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Entering Unmasked Estep 
Score: -22614146.000000 Penalty: 2985.223633
	Iteration 0F: 2 clusters Score -2.261415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -22503426.000000 Penalty: 5970.447266
	Iteration 0F: 3 clusters Score -2.250343e+07 nChanged 81048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -22550668.000000 Penalty: 5970.447266
	Iteration 1F: 3 clusters Score -2.255067e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -22551490.000000 Penalty: 5970.447266
	Iteration 2Q: 3 clusters Score -2.255149e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -22552770.000000 Penalty: 5970.447266
	Iteration 3Q: 3 clusters Score -2.255277e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -22555000.000000 Penalty: 5970.447266
	Iteration 4Q: 3 clusters Score -2.2555e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -22559160.000000 Penalty: 5970.447266
	Iteration 5Q: 3 clusters Score -2.255916e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -22566684.000000 Penalty: 5970.447266
	Iteration 6F: 3 clusters Score -2.256668e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -22578562.000000 Penalty: 5970.447266
	Iteration 7F: 3 clusters Score -2.257856e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -22591794.000000 Penalty: 5970.447266
	Iteration 8F: 3 clusters Score -2.259179e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -22603032.000000 Penalty: 5970.447266
	Iteration 9F: 3 clusters Score -2.260303e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -22609180.000000 Penalty: 5970.447266
	Iteration 10Q: 3 clusters Score -2.260918e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 146068 members 
Entering Unmasked Estep 
Score: -22611740.000000 Penalty: 5970.447266
	Iteration 11Q: 3 clusters Score -2.261174e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -22613014.000000 Penalty: 5970.447266
	Iteration 12Q: 3 clusters Score -2.261301e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 149106 members 
Entering Unmasked Estep 
Score: -22613728.000000 Penalty: 5970.447266
	Iteration 13Q: 3 clusters Score -2.261373e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -22614252.000000 Penalty: 5970.447266
	Iteration 14Q: 3 clusters Score -2.261425e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -22614552.000000 Penalty: 5970.447266
	Iteration 15Q: 3 clusters Score -2.261455e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -22614688.000000 Penalty: 5970.447266
	Iteration 16Q: 3 clusters Score -2.261469e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -22614802.000000 Penalty: 5970.447266
	Iteration 17Q: 3 clusters Score -2.26148e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -22614770.000000 Penalty: 5970.447266
	Iteration 18Q: 3 clusters Score -2.261477e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -22614766.000000 Penalty: 5970.447266
	Iteration 19Q: 3 clusters Score -2.261477e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -22614672.000000 Penalty: 5970.447266
	Iteration 20F: 3 clusters Score -2.261467e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -22614740.000000 Penalty: 5970.447266
	Iteration 21Q: 3 clusters Score -2.261474e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -22614740.000000 Penalty: 5970.447266
	Iteration 22Q: 3 clusters Score -2.261474e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -22614678.000000 Penalty: 5970.447266
	Iteration 23Q: 3 clusters Score -2.261468e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -22614678.000000 Penalty: 5970.447266
	Iteration 24Q: 3 clusters Score -2.261468e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -22614638.000000 Penalty: 5970.447266
	Iteration 25Q: 3 clusters Score -2.261464e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -22614670.000000 Penalty: 5970.447266
	Iteration 26Q: 3 clusters Score -2.261467e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 158583 members 
Entering Unmasked Estep 
Score: -22614660.000000 Penalty: 5970.447266
	Iteration 27Q: 3 clusters Score -2.261466e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -22614580.000000 Penalty: 5970.447266
	Iteration 28Q: 3 clusters Score -2.261458e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -22614538.000000 Penalty: 5970.447266
	Iteration 29Q: 3 clusters Score -2.261454e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -22614512.000000 Penalty: 5970.447266
	Iteration 30Q: 3 clusters Score -2.261451e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -22614494.000000 Penalty: 5970.447266
	Iteration 31Q: 3 clusters Score -2.261449e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -22614414.000000 Penalty: 5970.447266
	Iteration 32Q: 3 clusters Score -2.261441e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -22614354.000000 Penalty: 5970.447266
	Iteration 33Q: 3 clusters Score -2.261435e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -22614302.000000 Penalty: 5970.447266
	Iteration 34Q: 3 clusters Score -2.26143e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -22614266.000000 Penalty: 5970.447266
	Iteration 35Q: 3 clusters Score -2.261427e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 161349 members 
Entering Unmasked Estep 
Score: -22614206.000000 Penalty: 5970.447266
	Iteration 36Q: 3 clusters Score -2.261421e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -22614170.000000 Penalty: 5970.447266
	Iteration 37Q: 3 clusters Score -2.261417e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 161809 members 
Entering Unmasked Estep 
Score: -22614116.000000 Penalty: 5970.447266
	Iteration 38Q: 3 clusters Score -2.261412e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 162022 members 
Entering Unmasked Estep 
Score: -22614048.000000 Penalty: 5970.447266
	Iteration 39Q: 3 clusters Score -2.261405e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -22614050.000000 Penalty: 5970.447266
	Iteration 40F: 3 clusters Score -2.261405e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -22613990.000000 Penalty: 5970.447266
	Iteration 41Q: 3 clusters Score -2.261399e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 162610 members 
Entering Unmasked Estep 
Score: -22613912.000000 Penalty: 5970.447266
	Iteration 42Q: 3 clusters Score -2.261391e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -22613884.000000 Penalty: 5970.447266
	Iteration 43Q: 3 clusters Score -2.261388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -22613872.000000 Penalty: 5970.447266
	Iteration 44Q: 3 clusters Score -2.261387e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -22613790.000000 Penalty: 5970.447266
	Iteration 45Q: 3 clusters Score -2.261379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -22613718.000000 Penalty: 5970.447266
	Iteration 46Q: 3 clusters Score -2.261372e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -22613702.000000 Penalty: 5970.447266
	Iteration 47Q: 3 clusters Score -2.26137e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -22613716.000000 Penalty: 5970.447266
	Iteration 48Q: 3 clusters Score -2.261372e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -22613654.000000 Penalty: 5970.447266
	Iteration 49Q: 3 clusters Score -2.261365e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -22613610.000000 Penalty: 5970.447266
	Iteration 50Q: 3 clusters Score -2.261361e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -22613588.000000 Penalty: 5970.447266
	Iteration 51Q: 3 clusters Score -2.261359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -22613554.000000 Penalty: 5970.447266
	Iteration 52Q: 3 clusters Score -2.261355e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -22613546.000000 Penalty: 5970.447266
	Iteration 53Q: 3 clusters Score -2.261355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -22613566.000000 Penalty: 5970.447266
	Iteration 54Q: 3 clusters Score -2.261357e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 163879 members 
Entering Unmasked Estep 
Score: -22613554.000000 Penalty: 5970.447266
	Iteration 55Q: 3 clusters Score -2.261355e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -22613496.000000 Penalty: 5970.447266
	Iteration 56Q: 3 clusters Score -2.26135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 164001 members 
Entering Unmasked Estep 
Score: -22613500.000000 Penalty: 5970.447266
	Iteration 57Q: 3 clusters Score -2.26135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -22613482.000000 Penalty: 5970.447266
	Iteration 58Q: 3 clusters Score -2.261348e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -22613474.000000 Penalty: 5970.447266
	Iteration 59Q: 3 clusters Score -2.261347e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 164209 members 
Entering Unmasked Estep 
Score: -22613460.000000 Penalty: 5970.447266
	Iteration 60F: 3 clusters Score -2.261346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -22613464.000000 Penalty: 5970.447266
	Iteration 61Q: 3 clusters Score -2.261346e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22613466.000000 Penalty: 5970.447266
	Iteration 62Q: 3 clusters Score -2.261347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -22613434.000000 Penalty: 5970.447266
	Iteration 63Q: 3 clusters Score -2.261343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -22613430.000000 Penalty: 5970.447266
	Iteration 64Q: 3 clusters Score -2.261343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 164439 members 
Entering Unmasked Estep 
Score: -22613426.000000 Penalty: 5970.447266
	Iteration 65Q: 3 clusters Score -2.261343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -22613442.000000 Penalty: 5970.447266
	Iteration 66Q: 3 clusters Score -2.261344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -22613418.000000 Penalty: 5970.447266
	Iteration 67Q: 3 clusters Score -2.261342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -22613390.000000 Penalty: 5970.447266
	Iteration 68Q: 3 clusters Score -2.261339e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -22613388.000000 Penalty: 5970.447266
	Iteration 69Q: 3 clusters Score -2.261339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -22613362.000000 Penalty: 5970.447266
	Iteration 70Q: 3 clusters Score -2.261336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -22613346.000000 Penalty: 5970.447266
	Iteration 71Q: 3 clusters Score -2.261335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 164698 members 
Entering Unmasked Estep 
Score: -22613330.000000 Penalty: 5970.447266
	Iteration 72Q: 3 clusters Score -2.261333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 164740 members 
Entering Unmasked Estep 
Score: -22613308.000000 Penalty: 5970.447266
	Iteration 73Q: 3 clusters Score -2.261331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -22613286.000000 Penalty: 5970.447266
	Iteration 74Q: 3 clusters Score -2.261329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -22613278.000000 Penalty: 5970.447266
	Iteration 75Q: 3 clusters Score -2.261328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -22613264.000000 Penalty: 5970.447266
	Iteration 76Q: 3 clusters Score -2.261326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -22613288.000000 Penalty: 5970.447266
	Iteration 77Q: 3 clusters Score -2.261329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -22613294.000000 Penalty: 5970.447266
	Iteration 78Q: 3 clusters Score -2.261329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 164902 members 
Entering Unmasked Estep 
Score: -22613302.000000 Penalty: 5970.447266
	Iteration 79Q: 3 clusters Score -2.26133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 164925 members 
Entering Unmasked Estep 
Score: -22613282.000000 Penalty: 5970.447266
	Iteration 80F: 3 clusters Score -2.261328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -22613280.000000 Penalty: 5970.447266
	Iteration 81Q: 3 clusters Score -2.261328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -22613270.000000 Penalty: 5970.447266
	Iteration 82Q: 3 clusters Score -2.261327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -22613258.000000 Penalty: 5970.447266
	Iteration 83Q: 3 clusters Score -2.261326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -22613242.000000 Penalty: 5970.447266
	Iteration 84Q: 3 clusters Score -2.261324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -22613236.000000 Penalty: 5970.447266
	Iteration 85Q: 3 clusters Score -2.261324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -22613254.000000 Penalty: 5970.447266
	Iteration 86Q: 3 clusters Score -2.261325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -22613222.000000 Penalty: 5970.447266
	Iteration 87Q: 3 clusters Score -2.261322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -22613218.000000 Penalty: 5970.447266
	Iteration 88Q: 3 clusters Score -2.261322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -22613228.000000 Penalty: 5970.447266
	Iteration 89Q: 3 clusters Score -2.261323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -22613238.000000 Penalty: 5970.447266
	Iteration 90Q: 3 clusters Score -2.261324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -22613246.000000 Penalty: 5970.447266
	Iteration 91Q: 3 clusters Score -2.261325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -22613216.000000 Penalty: 5970.447266
	Iteration 92Q: 3 clusters Score -2.261322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -22613204.000000 Penalty: 5970.447266
	Iteration 93Q: 3 clusters Score -2.26132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -22613202.000000 Penalty: 5970.447266
	Iteration 94Q: 3 clusters Score -2.26132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -22613204.000000 Penalty: 5970.447266
	Iteration 95Q: 3 clusters Score -2.26132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -22613208.000000 Penalty: 5970.447266
	Iteration 96Q: 3 clusters Score -2.261321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -22613208.000000 Penalty: 5970.447266
	Iteration 97Q: 3 clusters Score -2.261321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -22613210.000000 Penalty: 5970.447266
	Iteration 98Q: 3 clusters Score -2.261321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -22613196.000000 Penalty: 5970.447266
	Iteration 99Q: 3 clusters Score -2.26132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -22613190.000000 Penalty: 5970.447266
	Iteration 100F: 3 clusters Score -2.261319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -22613192.000000 Penalty: 5970.447266
	Iteration 101Q: 3 clusters Score -2.261319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -22613202.000000 Penalty: 5970.447266
	Iteration 102Q: 3 clusters Score -2.26132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 165546 members 
Entering Unmasked Estep 
Score: -22613164.000000 Penalty: 5970.447266
	Iteration 103Q: 3 clusters Score -2.261316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -22613186.000000 Penalty: 5970.447266
	Iteration 104Q: 3 clusters Score -2.261319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -22613174.000000 Penalty: 5970.447266
	Iteration 105Q: 3 clusters Score -2.261317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -22613170.000000 Penalty: 5970.447266
	Iteration 106Q: 3 clusters Score -2.261317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -22613152.000000 Penalty: 5970.447266
	Iteration 107Q: 3 clusters Score -2.261315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -22613140.000000 Penalty: 5970.447266
	Iteration 108Q: 3 clusters Score -2.261314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -22613158.000000 Penalty: 5970.447266
	Iteration 109Q: 3 clusters Score -2.261316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -22613132.000000 Penalty: 5970.447266
	Iteration 110Q: 3 clusters Score -2.261313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -22613120.000000 Penalty: 5970.447266
	Iteration 111Q: 3 clusters Score -2.261312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 165695 members 
Entering Unmasked Estep 
Score: -22613132.000000 Penalty: 5970.447266
	Iteration 112Q: 3 clusters Score -2.261313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -22613142.000000 Penalty: 5970.447266
	Iteration 113Q: 3 clusters Score -2.261314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -22613116.000000 Penalty: 5970.447266
	Iteration 114Q: 3 clusters Score -2.261312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22613134.000000 Penalty: 5970.447266
	Iteration 115Q: 3 clusters Score -2.261313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -22613146.000000 Penalty: 5970.447266
	Iteration 116Q: 3 clusters Score -2.261315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -22613140.000000 Penalty: 5970.447266
	Iteration 117Q: 3 clusters Score -2.261314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -22613148.000000 Penalty: 5970.447266
	Iteration 118Q: 3 clusters Score -2.261315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -22613128.000000 Penalty: 5970.447266
	Iteration 119Q: 3 clusters Score -2.261313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 165797 members 
Entering Unmasked Estep 
Score: -22613130.000000 Penalty: 5970.447266
	Iteration 120F: 3 clusters Score -2.261313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -22613142.000000 Penalty: 5970.447266
	Iteration 121Q: 3 clusters Score -2.261314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -22613150.000000 Penalty: 5970.447266
	Iteration 122Q: 3 clusters Score -2.261315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -22613132.000000 Penalty: 5970.447266
	Iteration 123Q: 3 clusters Score -2.261313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5970.447266
	Iteration 124Q: 3 clusters Score -2.261312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 165880 members 
Entering Unmasked Estep 
Score: -22613110.000000 Penalty: 5970.447266
	Iteration 125Q: 3 clusters Score -2.261311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -22613116.000000 Penalty: 5970.447266
	Iteration 126Q: 3 clusters Score -2.261312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -22613126.000000 Penalty: 5970.447266
	Iteration 127Q: 3 clusters Score -2.261313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -22613128.000000 Penalty: 5970.447266
	Iteration 128Q: 3 clusters Score -2.261313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -22613118.000000 Penalty: 5970.447266
	Iteration 129Q: 3 clusters Score -2.261312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5970.447266
	Iteration 130Q: 3 clusters Score -2.261312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 165948 members 
Entering Unmasked Estep 
Score: -22613116.000000 Penalty: 5970.447266
	Iteration 131Q: 3 clusters Score -2.261312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -22613114.000000 Penalty: 5970.447266
	Iteration 132Q: 3 clusters Score -2.261311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -22613124.000000 Penalty: 5970.447266
	Iteration 133Q: 3 clusters Score -2.261312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 165983 members 
Entering Unmasked Estep 
Score: -22613152.000000 Penalty: 5970.447266
	Iteration 134Q: 3 clusters Score -2.261315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -22613146.000000 Penalty: 5970.447266
	Iteration 135Q: 3 clusters Score -2.261315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -22613156.000000 Penalty: 5970.447266
	Iteration 136Q: 3 clusters Score -2.261316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 166013 members 
Entering Unmasked Estep 
Score: -22613142.000000 Penalty: 5970.447266
	Iteration 137Q: 3 clusters Score -2.261314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -22613138.000000 Penalty: 5970.447266
	Iteration 138Q: 3 clusters Score -2.261314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -22613138.000000 Penalty: 5970.447266
	Iteration 139Q: 3 clusters Score -2.261314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -22613138.000000 Penalty: 5970.447266
	Iteration 140F: 3 clusters Score -2.261314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -22613148.000000 Penalty: 5970.447266
	Iteration 141Q: 3 clusters Score -2.261315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5970.447266
	Iteration 142Q: 3 clusters Score -2.261312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 166079 members 
Entering Unmasked Estep 
Score: -22613112.000000 Penalty: 5970.447266
	Iteration 143Q: 3 clusters Score -2.261311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 166085 members 
Entering Unmasked Estep 
Score: -22613120.000000 Penalty: 5970.447266
	Iteration 144Q: 3 clusters Score -2.261312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -22613124.000000 Penalty: 5970.447266
	Iteration 145Q: 3 clusters Score -2.261312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -22613112.000000 Penalty: 5970.447266
	Iteration 146Q: 3 clusters Score -2.261311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -22613124.000000 Penalty: 5970.447266
	Iteration 147Q: 3 clusters Score -2.261312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 166108 members 
Entering Unmasked Estep 
Score: -22613134.000000 Penalty: 5970.447266
	Iteration 148Q: 3 clusters Score -2.261313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -22613126.000000 Penalty: 5970.447266
	Iteration 149Q: 3 clusters Score -2.261313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 166115 members 
Entering Unmasked Estep 
Score: -22613124.000000 Penalty: 5970.447266
	Iteration 150Q: 3 clusters Score -2.261312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5970.447266
	Iteration 151Q: 3 clusters Score -2.261312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -22613124.000000 Penalty: 5970.447266
	Iteration 152Q: 3 clusters Score -2.261312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 166120 members 
Entering Unmasked Estep 
Score: -22613132.000000 Penalty: 5970.447266
	Iteration 153Q: 3 clusters Score -2.261313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5970.447266
	Iteration 154Q: 3 clusters Score -2.261312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -22613114.000000 Penalty: 5970.447266
	Iteration 155Q: 3 clusters Score -2.261311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -22613118.000000 Penalty: 5970.447266
	Iteration 156Q: 3 clusters Score -2.261312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -22613106.000000 Penalty: 5970.447266
	Iteration 157Q: 3 clusters Score -2.261311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -22613106.000000 Penalty: 5970.447266
	Iteration 158F: 3 clusters Score -2.261311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -659090.375000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -659090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -654475.562500 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -654475.6 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -655720.937500 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -655720.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -656136.187500 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -656136.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -656438.875000 Penalty: 4240.535645
	Iteration 3F: 3 clusters Score -656438.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -656694.375000 Penalty: 4240.535645
	Iteration 4F: 3 clusters Score -656694.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -656883.750000 Penalty: 4240.535645
	Iteration 5F: 3 clusters Score -656883.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -657010.625000 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -657010.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -657119.812500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -657119.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -657206.562500 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -657206.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -657277.125000 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -657277.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -657343.312500 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -657343.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -657398.187500 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -657398.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -657441.437500 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -657441.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -657472.937500 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -657472.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -657493.937500 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -657493.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -657517.812500 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -657517.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -657538.312500 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -657538.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -657565.000000 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -657565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -657585.687500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -657585.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -657604.187500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -657604.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -657617.500000 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -657617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -657625.312500 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -657625.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -657633.375000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -657633.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -657638.625000 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -657638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -657647.812500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -657647.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -657656.937500 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -657656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -657659.875000 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -657659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -657662.375000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -657662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -657665.625000 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -657665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -657669.375000 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -657669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -657672.562500 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -657672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -657674.500000 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -657674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -657677.125000 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -657677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -657678.812500 Penalty: 4240.535645
	Iteration 33Q: 3 clusters Score -657678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -657680.375000 Penalty: 4240.535645
	Iteration 34Q: 3 clusters Score -657680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -657682.812500 Penalty: 4240.535645
	Iteration 35Q: 3 clusters Score -657682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -657682.812500 Penalty: 4240.535645
	Iteration 36Q: 3 clusters Score -657682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -657684.875000 Penalty: 4240.535645
	Iteration 37Q: 3 clusters Score -657684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -657684.812500 Penalty: 4240.535645
	Iteration 38Q: 3 clusters Score -657684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -657687.750000 Penalty: 4240.535645
	Iteration 39Q: 3 clusters Score -657687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -657692.062500 Penalty: 4240.535645
	Iteration 40F: 3 clusters Score -657692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -657694.312500 Penalty: 4240.535645
	Iteration 41Q: 3 clusters Score -657694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -657696.062500 Penalty: 4240.535645
	Iteration 42Q: 3 clusters Score -657696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -657700.312500 Penalty: 4240.535645
	Iteration 43Q: 3 clusters Score -657700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -657704.625000 Penalty: 4240.535645
	Iteration 44Q: 3 clusters Score -657704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -657707.875000 Penalty: 4240.535645
	Iteration 45Q: 3 clusters Score -657707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -657708.875000 Penalty: 4240.535645
	Iteration 46Q: 3 clusters Score -657708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -657710.500000 Penalty: 4240.535645
	Iteration 47Q: 3 clusters Score -657710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -657712.000000 Penalty: 4240.535645
	Iteration 48Q: 3 clusters Score -657712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -657714.312500 Penalty: 4240.535645
	Iteration 49Q: 3 clusters Score -657714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -657717.937500 Penalty: 4240.535645
	Iteration 50Q: 3 clusters Score -657717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -657721.562500 Penalty: 4240.535645
	Iteration 51Q: 3 clusters Score -657721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -657722.000000 Penalty: 4240.535645
	Iteration 52Q: 3 clusters Score -657722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -657722.625000 Penalty: 4240.535645
	Iteration 53Q: 3 clusters Score -657722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -657723.312500 Penalty: 4240.535645
	Iteration 54Q: 3 clusters Score -657723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -657727.312500 Penalty: 4240.535645
	Iteration 55Q: 3 clusters Score -657727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -657729.062500 Penalty: 4240.535645
	Iteration 56Q: 3 clusters Score -657729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -657730.062500 Penalty: 4240.535645
	Iteration 57Q: 3 clusters Score -657730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -657731.125000 Penalty: 4240.535645
	Iteration 58Q: 3 clusters Score -657731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -657734.312500 Penalty: 4240.535645
	Iteration 59Q: 3 clusters Score -657734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -657735.250000 Penalty: 4240.535645
	Iteration 60F: 3 clusters Score -657735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -657737.125000 Penalty: 4240.535645
	Iteration 61Q: 3 clusters Score -657737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -657737.312500 Penalty: 4240.535645
	Iteration 62Q: 3 clusters Score -657737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -657737.562500 Penalty: 4240.535645
	Iteration 63Q: 3 clusters Score -657737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -657738.875000 Penalty: 4240.535645
	Iteration 64Q: 3 clusters Score -657738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -657738.937500 Penalty: 4240.535645
	Iteration 65Q: 3 clusters Score -657738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -657738.937500 Penalty: 4240.535645
	Iteration 66F: 3 clusters Score -657738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Entering Unmasked Estep 
Score: -22110536.000000 Penalty: 2976.894775
	Iteration 0F: 2 clusters Score -2.211054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -22005294.000000 Penalty: 5953.789551
	Iteration 0F: 3 clusters Score -2.200529e+07 nChanged 78117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -22050544.000000 Penalty: 5953.789551
	Iteration 1F: 3 clusters Score -2.205054e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -22051276.000000 Penalty: 5953.789551
	Iteration 2Q: 3 clusters Score -2.205128e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -22052102.000000 Penalty: 5953.789551
	Iteration 3Q: 3 clusters Score -2.20521e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -22053250.000000 Penalty: 5953.789551
	Iteration 4Q: 3 clusters Score -2.205325e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -22054862.000000 Penalty: 5953.789551
	Iteration 5Q: 3 clusters Score -2.205486e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -22057106.000000 Penalty: 5953.789551
	Iteration 6Q: 3 clusters Score -2.205711e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -22060728.000000 Penalty: 5953.789551
	Iteration 7Q: 3 clusters Score -2.206073e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -22066138.000000 Penalty: 5953.789551
	Iteration 8F: 3 clusters Score -2.206614e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -22074112.000000 Penalty: 5953.789551
	Iteration 9F: 3 clusters Score -2.207411e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117416 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -22083646.000000 Penalty: 5953.789551
	Iteration 10F: 3 clusters Score -2.208365e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123166 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -22092000.000000 Penalty: 5953.789551
	Iteration 11F: 3 clusters Score -2.2092e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -22097026.000000 Penalty: 5953.789551
	Iteration 12Q: 3 clusters Score -2.209703e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129973 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -22099476.000000 Penalty: 5953.789551
	Iteration 13Q: 3 clusters Score -2.209948e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -22101112.000000 Penalty: 5953.789551
	Iteration 14Q: 3 clusters Score -2.210111e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -22102208.000000 Penalty: 5953.789551
	Iteration 15Q: 3 clusters Score -2.210221e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138126 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -22103304.000000 Penalty: 5953.789551
	Iteration 16Q: 3 clusters Score -2.21033e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140377 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -22104158.000000 Penalty: 5953.789551
	Iteration 17Q: 3 clusters Score -2.210416e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -22104924.000000 Penalty: 5953.789551
	Iteration 18Q: 3 clusters Score -2.210492e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -22105460.000000 Penalty: 5953.789551
	Iteration 19Q: 3 clusters Score -2.210546e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -22105814.000000 Penalty: 5953.789551
	Iteration 20F: 3 clusters Score -2.210581e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147166 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -22106294.000000 Penalty: 5953.789551
	Iteration 21Q: 3 clusters Score -2.210629e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -22106676.000000 Penalty: 5953.789551
	Iteration 22Q: 3 clusters Score -2.210668e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -22106946.000000 Penalty: 5953.789551
	Iteration 23Q: 3 clusters Score -2.210695e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -22107148.000000 Penalty: 5953.789551
	Iteration 24Q: 3 clusters Score -2.210715e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -22107384.000000 Penalty: 5953.789551
	Iteration 25Q: 3 clusters Score -2.210738e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152384 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -22107470.000000 Penalty: 5953.789551
	Iteration 26Q: 3 clusters Score -2.210747e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -22107532.000000 Penalty: 5953.789551
	Iteration 27Q: 3 clusters Score -2.210753e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -22107690.000000 Penalty: 5953.789551
	Iteration 28Q: 3 clusters Score -2.210769e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -22107816.000000 Penalty: 5953.789551
	Iteration 29Q: 3 clusters Score -2.210782e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -22107830.000000 Penalty: 5953.789551
	Iteration 30Q: 3 clusters Score -2.210783e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -22107840.000000 Penalty: 5953.789551
	Iteration 31Q: 3 clusters Score -2.210784e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -22107920.000000 Penalty: 5953.789551
	Iteration 32Q: 3 clusters Score -2.210792e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -22107948.000000 Penalty: 5953.789551
	Iteration 33Q: 3 clusters Score -2.210795e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -22107960.000000 Penalty: 5953.789551
	Iteration 34Q: 3 clusters Score -2.210796e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -22107946.000000 Penalty: 5953.789551
	Iteration 35Q: 3 clusters Score -2.210795e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -22107992.000000 Penalty: 5953.789551
	Iteration 36Q: 3 clusters Score -2.210799e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -22108016.000000 Penalty: 5953.789551
	Iteration 37Q: 3 clusters Score -2.210802e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -22108080.000000 Penalty: 5953.789551
	Iteration 38Q: 3 clusters Score -2.210808e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -22108088.000000 Penalty: 5953.789551
	Iteration 39Q: 3 clusters Score -2.210809e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -22108084.000000 Penalty: 5953.789551
	Iteration 40F: 3 clusters Score -2.210808e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -22108104.000000 Penalty: 5953.789551
	Iteration 41Q: 3 clusters Score -2.21081e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -22108170.000000 Penalty: 5953.789551
	Iteration 42Q: 3 clusters Score -2.210817e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22108148.000000 Penalty: 5953.789551
	Iteration 43Q: 3 clusters Score -2.210815e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -22108126.000000 Penalty: 5953.789551
	Iteration 44Q: 3 clusters Score -2.210813e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -22108186.000000 Penalty: 5953.789551
	Iteration 45Q: 3 clusters Score -2.210819e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159815 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -22108168.000000 Penalty: 5953.789551
	Iteration 46Q: 3 clusters Score -2.210817e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22108176.000000 Penalty: 5953.789551
	Iteration 47Q: 3 clusters Score -2.210818e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22108212.000000 Penalty: 5953.789551
	Iteration 48Q: 3 clusters Score -2.210821e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160240 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -22108248.000000 Penalty: 5953.789551
	Iteration 49Q: 3 clusters Score -2.210825e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22108248.000000 Penalty: 5953.789551
	Iteration 50Q: 3 clusters Score -2.210825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22108304.000000 Penalty: 5953.789551
	Iteration 51Q: 3 clusters Score -2.21083e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22108300.000000 Penalty: 5953.789551
	Iteration 52Q: 3 clusters Score -2.21083e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22108310.000000 Penalty: 5953.789551
	Iteration 53Q: 3 clusters Score -2.210831e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22108264.000000 Penalty: 5953.789551
	Iteration 54Q: 3 clusters Score -2.210826e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -22108270.000000 Penalty: 5953.789551
	Iteration 55Q: 3 clusters Score -2.210827e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22108272.000000 Penalty: 5953.789551
	Iteration 56Q: 3 clusters Score -2.210827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160818 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -22108270.000000 Penalty: 5953.789551
	Iteration 57Q: 3 clusters Score -2.210827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160869 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22108302.000000 Penalty: 5953.789551
	Iteration 58Q: 3 clusters Score -2.21083e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -22108316.000000 Penalty: 5953.789551
	Iteration 59Q: 3 clusters Score -2.210832e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -22108340.000000 Penalty: 5953.789551
	Iteration 60F: 3 clusters Score -2.210834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -22108326.000000 Penalty: 5953.789551
	Iteration 61Q: 3 clusters Score -2.210833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22108296.000000 Penalty: 5953.789551
	Iteration 62Q: 3 clusters Score -2.21083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -22108346.000000 Penalty: 5953.789551
	Iteration 63Q: 3 clusters Score -2.210835e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22108338.000000 Penalty: 5953.789551
	Iteration 64Q: 3 clusters Score -2.210834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -22108326.000000 Penalty: 5953.789551
	Iteration 65Q: 3 clusters Score -2.210833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161207 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -22108352.000000 Penalty: 5953.789551
	Iteration 66Q: 3 clusters Score -2.210835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22108364.000000 Penalty: 5953.789551
	Iteration 67Q: 3 clusters Score -2.210836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22108370.000000 Penalty: 5953.789551
	Iteration 68Q: 3 clusters Score -2.210837e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -22108366.000000 Penalty: 5953.789551
	Iteration 69Q: 3 clusters Score -2.210837e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22108374.000000 Penalty: 5953.789551
	Iteration 70Q: 3 clusters Score -2.210837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22108374.000000 Penalty: 5953.789551
	Iteration 71Q: 3 clusters Score -2.210837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -22108376.000000 Penalty: 5953.789551
	Iteration 72Q: 3 clusters Score -2.210838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161456 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22108368.000000 Penalty: 5953.789551
	Iteration 73Q: 3 clusters Score -2.210837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -22108374.000000 Penalty: 5953.789551
	Iteration 74Q: 3 clusters Score -2.210837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22108334.000000 Penalty: 5953.789551
	Iteration 75Q: 3 clusters Score -2.210833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161531 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22108328.000000 Penalty: 5953.789551
	Iteration 76Q: 3 clusters Score -2.210833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22108322.000000 Penalty: 5953.789551
	Iteration 77Q: 3 clusters Score -2.210832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22108330.000000 Penalty: 5953.789551
	Iteration 78Q: 3 clusters Score -2.210833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22108320.000000 Penalty: 5953.789551
	Iteration 79Q: 3 clusters Score -2.210832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -22108330.000000 Penalty: 5953.789551
	Iteration 80F: 3 clusters Score -2.210833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22108334.000000 Penalty: 5953.789551
	Iteration 81Q: 3 clusters Score -2.210833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161602 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22108324.000000 Penalty: 5953.789551
	Iteration 82Q: 3 clusters Score -2.210832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22108324.000000 Penalty: 5953.789551
	Iteration 83Q: 3 clusters Score -2.210832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22108334.000000 Penalty: 5953.789551
	Iteration 84Q: 3 clusters Score -2.210833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22108336.000000 Penalty: 5953.789551
	Iteration 85Q: 3 clusters Score -2.210834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22108336.000000 Penalty: 5953.789551
	Iteration 86Q: 3 clusters Score -2.210834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22108328.000000 Penalty: 5953.789551
	Iteration 87Q: 3 clusters Score -2.210833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22108328.000000 Penalty: 5953.789551
	Iteration 88F: 3 clusters Score -2.210833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Entering Unmasked Estep 
Score: -4483054.500000 Penalty: 2579.708008
	Iteration 0F: 2 clusters Score -4483054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4460627.500000 Penalty: 5159.416016
	Iteration 0F: 3 clusters Score -4460628 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4468676.500000 Penalty: 5159.416016
	Iteration 1F: 3 clusters Score -4468676 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4469212.500000 Penalty: 5159.416016
	Iteration 2Q: 3 clusters Score -4469212 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4469786.500000 Penalty: 5159.416016
	Iteration 3Q: 3 clusters Score -4469786 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4470554.000000 Penalty: 5159.416016
	Iteration 4Q: 3 clusters Score -4470554 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4471653.500000 Penalty: 5159.416016
	Iteration 5F: 3 clusters Score -4471654 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4473204.000000 Penalty: 5159.416016
	Iteration 6F: 3 clusters Score -4473204 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4475126.500000 Penalty: 5159.416016
	Iteration 7F: 3 clusters Score -4475126 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4477184.500000 Penalty: 5159.416016
	Iteration 8F: 3 clusters Score -4477184 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4478739.000000 Penalty: 5159.416016
	Iteration 9F: 3 clusters Score -4478739 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4479649.000000 Penalty: 5159.416016
	Iteration 10Q: 3 clusters Score -4479649 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4480096.000000 Penalty: 5159.416016
	Iteration 11Q: 3 clusters Score -4480096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4480326.500000 Penalty: 5159.416016
	Iteration 12Q: 3 clusters Score -4480326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4480489.000000 Penalty: 5159.416016
	Iteration 13Q: 3 clusters Score -4480489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4480566.000000 Penalty: 5159.416016
	Iteration 14Q: 3 clusters Score -4480566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4480614.500000 Penalty: 5159.416016
	Iteration 15Q: 3 clusters Score -4480614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4480663.500000 Penalty: 5159.416016
	Iteration 16Q: 3 clusters Score -4480664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4480687.500000 Penalty: 5159.416016
	Iteration 17Q: 3 clusters Score -4480688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4480714.500000 Penalty: 5159.416016
	Iteration 18Q: 3 clusters Score -4480714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4480728.500000 Penalty: 5159.416016
	Iteration 19Q: 3 clusters Score -4480728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4480742.500000 Penalty: 5159.416016
	Iteration 20F: 3 clusters Score -4480742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4480749.500000 Penalty: 5159.416016
	Iteration 21Q: 3 clusters Score -4480750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4480756.500000 Penalty: 5159.416016
	Iteration 22Q: 3 clusters Score -4480756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4480764.000000 Penalty: 5159.416016
	Iteration 23Q: 3 clusters Score -4480764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4480772.000000 Penalty: 5159.416016
	Iteration 24Q: 3 clusters Score -4480772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4480771.500000 Penalty: 5159.416016
	Iteration 25Q: 3 clusters Score -4480772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4480772.500000 Penalty: 5159.416016
	Iteration 26Q: 3 clusters Score -4480772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4480769.500000 Penalty: 5159.416016
	Iteration 27Q: 3 clusters Score -4480770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4480771.500000 Penalty: 5159.416016
	Iteration 28Q: 3 clusters Score -4480772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4480776.000000 Penalty: 5159.416016
	Iteration 29Q: 3 clusters Score -4480776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4480777.000000 Penalty: 5159.416016
	Iteration 30Q: 3 clusters Score -4480777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4480776.500000 Penalty: 5159.416016
	Iteration 31Q: 3 clusters Score -4480776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4480779.500000 Penalty: 5159.416016
	Iteration 32Q: 3 clusters Score -4480780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4480780.000000 Penalty: 5159.416016
	Iteration 33Q: 3 clusters Score -4480780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4480784.000000 Penalty: 5159.416016
	Iteration 34Q: 3 clusters Score -4480784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4480789.000000 Penalty: 5159.416016
	Iteration 35Q: 3 clusters Score -4480789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4480791.000000 Penalty: 5159.416016
	Iteration 36Q: 3 clusters Score -4480791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4480794.500000 Penalty: 5159.416016
	Iteration 37Q: 3 clusters Score -4480794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4480796.500000 Penalty: 5159.416016
	Iteration 38Q: 3 clusters Score -4480796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4480797.500000 Penalty: 5159.416016
	Iteration 39Q: 3 clusters Score -4480798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4480802.500000 Penalty: 5159.416016
	Iteration 40F: 3 clusters Score -4480802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4480798.500000 Penalty: 5159.416016
	Iteration 41Q: 3 clusters Score -4480798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4480798.500000 Penalty: 5159.416016
	Iteration 42F: 3 clusters Score -4480798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43160.558594 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43160.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43370.132812 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43370.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43466.394531 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43466.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43538.207031 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43538.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43558.351562 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43558.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43561.417969 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43561.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43561.417969 Penalty: 2957.935303
	Iteration 6F: 3 clusters Score -43561.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180319 members 
Entering Unmasked Estep 
Score: -24234984.000000 Penalty: 3001.415771
	Iteration 0F: 2 clusters Score -2.423498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -24121648.000000 Penalty: 6002.831543
	Iteration 0F: 3 clusters Score -2.412165e+07 nChanged 86665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -24171866.000000 Penalty: 6002.831543
	Iteration 1F: 3 clusters Score -2.417187e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -24173876.000000 Penalty: 6002.831543
	Iteration 2Q: 3 clusters Score -2.417388e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -24177412.000000 Penalty: 6002.831543
	Iteration 3Q: 3 clusters Score -2.417741e+07 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -24184452.000000 Penalty: 6002.831543
	Iteration 4F: 3 clusters Score -2.418445e+07 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -24197464.000000 Penalty: 6002.831543
	Iteration 5F: 3 clusters Score -2.419746e+07 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -24213872.000000 Penalty: 6002.831543
	Iteration 6F: 3 clusters Score -2.421387e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 170577 members 
Entering Unmasked Estep 
Score: -24225698.000000 Penalty: 6002.831543
	Iteration 7F: 3 clusters Score -2.42257e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 176899 members 
Entering Unmasked Estep 
Score: -24230548.000000 Penalty: 6002.831543
	Iteration 8Q: 3 clusters Score -2.423055e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -24231876.000000 Penalty: 6002.831543
	Iteration 9Q: 3 clusters Score -2.423188e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -24232306.000000 Penalty: 6002.831543
	Iteration 10Q: 3 clusters Score -2.423231e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 179536 members 
Entering Unmasked Estep 
Score: -24232504.000000 Penalty: 6002.831543
	Iteration 11Q: 3 clusters Score -2.42325e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 179582 members 
Entering Unmasked Estep 
Score: -24232592.000000 Penalty: 6002.831543
	Iteration 12Q: 3 clusters Score -2.423259e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -24232720.000000 Penalty: 6002.831543
	Iteration 13Q: 3 clusters Score -2.423272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -24232758.000000 Penalty: 6002.831543
	Iteration 14Q: 3 clusters Score -2.423276e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -24232830.000000 Penalty: 6002.831543
	Iteration 15Q: 3 clusters Score -2.423283e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -24232874.000000 Penalty: 6002.831543
	Iteration 16Q: 3 clusters Score -2.423287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 179577 members 
Entering Unmasked Estep 
Score: -24232908.000000 Penalty: 6002.831543
	Iteration 17Q: 3 clusters Score -2.423291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -24232964.000000 Penalty: 6002.831543
	Iteration 18Q: 3 clusters Score -2.423296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 179548 members 
Entering Unmasked Estep 
Score: -24233008.000000 Penalty: 6002.831543
	Iteration 19Q: 3 clusters Score -2.423301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 179541 members 
Entering Unmasked Estep 
Score: -24233010.000000 Penalty: 6002.831543
	Iteration 20F: 3 clusters Score -2.423301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -24233010.000000 Penalty: 6002.831543
	Iteration 21Q: 3 clusters Score -2.423301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -24233018.000000 Penalty: 6002.831543
	Iteration 22Q: 3 clusters Score -2.423302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 179508 members 
Entering Unmasked Estep 
Score: -24233036.000000 Penalty: 6002.831543
	Iteration 23Q: 3 clusters Score -2.423304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 179500 members 
Entering Unmasked Estep 
Score: -24233074.000000 Penalty: 6002.831543
	Iteration 24Q: 3 clusters Score -2.423307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -24233080.000000 Penalty: 6002.831543
	Iteration 25Q: 3 clusters Score -2.423308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 179479 members 
Entering Unmasked Estep 
Score: -24233120.000000 Penalty: 6002.831543
	Iteration 26Q: 3 clusters Score -2.423312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 179469 members 
Entering Unmasked Estep 
Score: -24233128.000000 Penalty: 6002.831543
	Iteration 27Q: 3 clusters Score -2.423313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 179452 members 
Entering Unmasked Estep 
Score: -24233148.000000 Penalty: 6002.831543
	Iteration 28Q: 3 clusters Score -2.423315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 179443 members 
Entering Unmasked Estep 
Score: -24233158.000000 Penalty: 6002.831543
	Iteration 29Q: 3 clusters Score -2.423316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -24233180.000000 Penalty: 6002.831543
	Iteration 30Q: 3 clusters Score -2.423318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -24233178.000000 Penalty: 6002.831543
	Iteration 31Q: 3 clusters Score -2.423318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -24233178.000000 Penalty: 6002.831543
	Iteration 32Q: 3 clusters Score -2.423318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -24233184.000000 Penalty: 6002.831543
	Iteration 33Q: 3 clusters Score -2.423318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -24233210.000000 Penalty: 6002.831543
	Iteration 34Q: 3 clusters Score -2.423321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 179374 members 
Entering Unmasked Estep 
Score: -24233204.000000 Penalty: 6002.831543
	Iteration 35Q: 3 clusters Score -2.42332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 179365 members 
Entering Unmasked Estep 
Score: -24233212.000000 Penalty: 6002.831543
	Iteration 36Q: 3 clusters Score -2.423321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 179355 members 
Entering Unmasked Estep 
Score: -24233206.000000 Penalty: 6002.831543
	Iteration 37Q: 3 clusters Score -2.423321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -24233208.000000 Penalty: 6002.831543
	Iteration 38Q: 3 clusters Score -2.423321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 179339 members 
Entering Unmasked Estep 
Score: -24233224.000000 Penalty: 6002.831543
	Iteration 39Q: 3 clusters Score -2.423322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -24233208.000000 Penalty: 6002.831543
	Iteration 40F: 3 clusters Score -2.423321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -24233216.000000 Penalty: 6002.831543
	Iteration 41Q: 3 clusters Score -2.423322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -24233222.000000 Penalty: 6002.831543
	Iteration 42Q: 3 clusters Score -2.423322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -24233234.000000 Penalty: 6002.831543
	Iteration 43Q: 3 clusters Score -2.423323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 179332 members 
Entering Unmasked Estep 
Score: -24233234.000000 Penalty: 6002.831543
	Iteration 44Q: 3 clusters Score -2.423323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -24233240.000000 Penalty: 6002.831543
	Iteration 45Q: 3 clusters Score -2.423324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 179317 members 
Entering Unmasked Estep 
Score: -24233242.000000 Penalty: 6002.831543
	Iteration 46Q: 3 clusters Score -2.423324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -24233266.000000 Penalty: 6002.831543
	Iteration 47Q: 3 clusters Score -2.423327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -24233260.000000 Penalty: 6002.831543
	Iteration 48Q: 3 clusters Score -2.423326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 179292 members 
Entering Unmasked Estep 
Score: -24233272.000000 Penalty: 6002.831543
	Iteration 49Q: 3 clusters Score -2.423327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -24233294.000000 Penalty: 6002.831543
	Iteration 50Q: 3 clusters Score -2.423329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 179274 members 
Entering Unmasked Estep 
Score: -24233296.000000 Penalty: 6002.831543
	Iteration 51Q: 3 clusters Score -2.42333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 179265 members 
Entering Unmasked Estep 
Score: -24233328.000000 Penalty: 6002.831543
	Iteration 52Q: 3 clusters Score -2.423333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -24233326.000000 Penalty: 6002.831543
	Iteration 53Q: 3 clusters Score -2.423333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -24233344.000000 Penalty: 6002.831543
	Iteration 54Q: 3 clusters Score -2.423334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -24233354.000000 Penalty: 6002.831543
	Iteration 55Q: 3 clusters Score -2.423335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 179230 members 
Entering Unmasked Estep 
Score: -24233362.000000 Penalty: 6002.831543
	Iteration 56Q: 3 clusters Score -2.423336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 179220 members 
Entering Unmasked Estep 
Score: -24233374.000000 Penalty: 6002.831543
	Iteration 57Q: 3 clusters Score -2.423337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 179206 members 
Entering Unmasked Estep 
Score: -24233368.000000 Penalty: 6002.831543
	Iteration 58Q: 3 clusters Score -2.423337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -24233384.000000 Penalty: 6002.831543
	Iteration 59Q: 3 clusters Score -2.423338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -24233394.000000 Penalty: 6002.831543
	Iteration 60F: 3 clusters Score -2.423339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 179177 members 
Entering Unmasked Estep 
Score: -24233402.000000 Penalty: 6002.831543
	Iteration 61Q: 3 clusters Score -2.42334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 179169 members 
Entering Unmasked Estep 
Score: -24233416.000000 Penalty: 6002.831543
	Iteration 62Q: 3 clusters Score -2.423342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 179158 members 
Entering Unmasked Estep 
Score: -24233444.000000 Penalty: 6002.831543
	Iteration 63Q: 3 clusters Score -2.423344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -24233470.000000 Penalty: 6002.831543
	Iteration 64Q: 3 clusters Score -2.423347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 179131 members 
Entering Unmasked Estep 
Score: -24233468.000000 Penalty: 6002.831543
	Iteration 65Q: 3 clusters Score -2.423347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -24233474.000000 Penalty: 6002.831543
	Iteration 66Q: 3 clusters Score -2.423347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 179116 members 
Entering Unmasked Estep 
Score: -24233470.000000 Penalty: 6002.831543
	Iteration 67Q: 3 clusters Score -2.423347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -24233478.000000 Penalty: 6002.831543
	Iteration 68Q: 3 clusters Score -2.423348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -24233506.000000 Penalty: 6002.831543
	Iteration 69Q: 3 clusters Score -2.423351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -24233506.000000 Penalty: 6002.831543
	Iteration 70Q: 3 clusters Score -2.423351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 179091 members 
Entering Unmasked Estep 
Score: -24233482.000000 Penalty: 6002.831543
	Iteration 71Q: 3 clusters Score -2.423348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -24233492.000000 Penalty: 6002.831543
	Iteration 72Q: 3 clusters Score -2.423349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -24233490.000000 Penalty: 6002.831543
	Iteration 73Q: 3 clusters Score -2.423349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 179075 members 
Entering Unmasked Estep 
Score: -24233494.000000 Penalty: 6002.831543
	Iteration 74Q: 3 clusters Score -2.423349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -24233502.000000 Penalty: 6002.831543
	Iteration 75Q: 3 clusters Score -2.42335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 179067 members 
Entering Unmasked Estep 
Score: -24233498.000000 Penalty: 6002.831543
	Iteration 76Q: 3 clusters Score -2.42335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -24233506.000000 Penalty: 6002.831543
	Iteration 77Q: 3 clusters Score -2.423351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -24233502.000000 Penalty: 6002.831543
	Iteration 78Q: 3 clusters Score -2.42335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -24233506.000000 Penalty: 6002.831543
	Iteration 79Q: 3 clusters Score -2.423351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -24233508.000000 Penalty: 6002.831543
	Iteration 80F: 3 clusters Score -2.423351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -24233504.000000 Penalty: 6002.831543
	Iteration 81Q: 3 clusters Score -2.42335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -24233504.000000 Penalty: 6002.831543
	Iteration 82F: 3 clusters Score -2.42335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157507.500000 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155367.406250 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155367.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -155893.015625 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155893 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -156486.109375 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -156486.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157209.031250 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -157209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157556.375000 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -157556.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -157643.421875 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -157643.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -157698.250000 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -157698.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -157731.984375 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -157732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -157751.562500 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -157751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -157779.500000 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -157779.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -157803.234375 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -157803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157807.843750 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -157807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -157814.531250 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -157814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157817.046875 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -157817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -157819.890625 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -157819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157820.765625 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -157820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157820.765625 Penalty: 3548.301514
	Iteration 16F: 3 clusters Score -157820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164683 members 
Mstep: Class 3 contains 137733 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62769 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168922 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163343 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180319 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 151989 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 1002 members 
Entering Unmasked Estep 
Score: -180322960.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180324176.000000 to -180322960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (151989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Entering Unmasked Estep 
Score: -20538130.000000 Penalty: 2959.027832
	Iteration 0F: 2 clusters Score -2.053813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -20437740.000000 Penalty: 5918.055664
	Iteration 0F: 3 clusters Score -2.043774e+07 nChanged 72602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -20480016.000000 Penalty: 5918.055664
	Iteration 1F: 3 clusters Score -2.048002e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -20481538.000000 Penalty: 5918.055664
	Iteration 2Q: 3 clusters Score -2.048154e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -20483948.000000 Penalty: 5918.055664
	Iteration 3Q: 3 clusters Score -2.048395e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -20487890.000000 Penalty: 5918.055664
	Iteration 4F: 3 clusters Score -2.048789e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -20494466.000000 Penalty: 5918.055664
	Iteration 5F: 3 clusters Score -2.049447e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -20504152.000000 Penalty: 5918.055664
	Iteration 6F: 3 clusters Score -2.050415e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -20515758.000000 Penalty: 5918.055664
	Iteration 7F: 3 clusters Score -2.051576e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -20524396.000000 Penalty: 5918.055664
	Iteration 8F: 3 clusters Score -2.05244e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -20528588.000000 Penalty: 5918.055664
	Iteration 9Q: 3 clusters Score -2.052859e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132742 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -20530338.000000 Penalty: 5918.055664
	Iteration 10Q: 3 clusters Score -2.053034e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -20531252.000000 Penalty: 5918.055664
	Iteration 11Q: 3 clusters Score -2.053125e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136831 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -20531994.000000 Penalty: 5918.055664
	Iteration 12Q: 3 clusters Score -2.053199e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -20532732.000000 Penalty: 5918.055664
	Iteration 13Q: 3 clusters Score -2.053273e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -20533230.000000 Penalty: 5918.055664
	Iteration 14Q: 3 clusters Score -2.053323e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141504 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -20533688.000000 Penalty: 5918.055664
	Iteration 15Q: 3 clusters Score -2.053369e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -20533982.000000 Penalty: 5918.055664
	Iteration 16Q: 3 clusters Score -2.053398e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -20534318.000000 Penalty: 5918.055664
	Iteration 17Q: 3 clusters Score -2.053432e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144558 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -20534506.000000 Penalty: 5918.055664
	Iteration 18Q: 3 clusters Score -2.053451e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -20534700.000000 Penalty: 5918.055664
	Iteration 19Q: 3 clusters Score -2.05347e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -20534888.000000 Penalty: 5918.055664
	Iteration 20F: 3 clusters Score -2.053489e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -20535078.000000 Penalty: 5918.055664
	Iteration 21Q: 3 clusters Score -2.053508e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -20535284.000000 Penalty: 5918.055664
	Iteration 22Q: 3 clusters Score -2.053528e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -20535312.000000 Penalty: 5918.055664
	Iteration 23Q: 3 clusters Score -2.053531e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -20535414.000000 Penalty: 5918.055664
	Iteration 24Q: 3 clusters Score -2.053541e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148212 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -20535534.000000 Penalty: 5918.055664
	Iteration 25Q: 3 clusters Score -2.053553e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -20535588.000000 Penalty: 5918.055664
	Iteration 26Q: 3 clusters Score -2.053559e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -20535616.000000 Penalty: 5918.055664
	Iteration 27Q: 3 clusters Score -2.053562e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20535676.000000 Penalty: 5918.055664
	Iteration 28Q: 3 clusters Score -2.053568e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149099 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -20535756.000000 Penalty: 5918.055664
	Iteration 29Q: 3 clusters Score -2.053576e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20535806.000000 Penalty: 5918.055664
	Iteration 30Q: 3 clusters Score -2.053581e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -20535838.000000 Penalty: 5918.055664
	Iteration 31Q: 3 clusters Score -2.053584e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149441 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20535894.000000 Penalty: 5918.055664
	Iteration 32Q: 3 clusters Score -2.053589e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -20535906.000000 Penalty: 5918.055664
	Iteration 33Q: 3 clusters Score -2.053591e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20535900.000000 Penalty: 5918.055664
	Iteration 34Q: 3 clusters Score -2.05359e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20535868.000000 Penalty: 5918.055664
	Iteration 35Q: 3 clusters Score -2.053587e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -20535852.000000 Penalty: 5918.055664
	Iteration 36Q: 3 clusters Score -2.053585e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20535838.000000 Penalty: 5918.055664
	Iteration 37Q: 3 clusters Score -2.053584e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20535866.000000 Penalty: 5918.055664
	Iteration 38Q: 3 clusters Score -2.053587e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149938 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20535876.000000 Penalty: 5918.055664
	Iteration 39Q: 3 clusters Score -2.053588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20535906.000000 Penalty: 5918.055664
	Iteration 40F: 3 clusters Score -2.053591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20535906.000000 Penalty: 5918.055664
	Iteration 41Q: 3 clusters Score -2.053591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -20535904.000000 Penalty: 5918.055664
	Iteration 42Q: 3 clusters Score -2.05359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20535924.000000 Penalty: 5918.055664
	Iteration 43Q: 3 clusters Score -2.053592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150084 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -20535922.000000 Penalty: 5918.055664
	Iteration 44Q: 3 clusters Score -2.053592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -20535932.000000 Penalty: 5918.055664
	Iteration 45Q: 3 clusters Score -2.053593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -20535938.000000 Penalty: 5918.055664
	Iteration 46Q: 3 clusters Score -2.053594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150138 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -20535946.000000 Penalty: 5918.055664
	Iteration 47Q: 3 clusters Score -2.053595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20535960.000000 Penalty: 5918.055664
	Iteration 48Q: 3 clusters Score -2.053596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20535980.000000 Penalty: 5918.055664
	Iteration 49Q: 3 clusters Score -2.053598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20535974.000000 Penalty: 5918.055664
	Iteration 50Q: 3 clusters Score -2.053597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150207 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20535964.000000 Penalty: 5918.055664
	Iteration 51Q: 3 clusters Score -2.053596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20535960.000000 Penalty: 5918.055664
	Iteration 52Q: 3 clusters Score -2.053596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20535960.000000 Penalty: 5918.055664
	Iteration 53Q: 3 clusters Score -2.053596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20535966.000000 Penalty: 5918.055664
	Iteration 54Q: 3 clusters Score -2.053597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150239 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -20535972.000000 Penalty: 5918.055664
	Iteration 55Q: 3 clusters Score -2.053597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20535974.000000 Penalty: 5918.055664
	Iteration 56Q: 3 clusters Score -2.053597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150248 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -20535980.000000 Penalty: 5918.055664
	Iteration 57Q: 3 clusters Score -2.053598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -20535966.000000 Penalty: 5918.055664
	Iteration 58Q: 3 clusters Score -2.053597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20535976.000000 Penalty: 5918.055664
	Iteration 59Q: 3 clusters Score -2.053598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20535968.000000 Penalty: 5918.055664
	Iteration 60F: 3 clusters Score -2.053597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20535982.000000 Penalty: 5918.055664
	Iteration 61Q: 3 clusters Score -2.053598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -20535990.000000 Penalty: 5918.055664
	Iteration 62Q: 3 clusters Score -2.053599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -20535992.000000 Penalty: 5918.055664
	Iteration 63Q: 3 clusters Score -2.053599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20535994.000000 Penalty: 5918.055664
	Iteration 64Q: 3 clusters Score -2.053599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20535994.000000 Penalty: 5918.055664
	Iteration 65F: 3 clusters Score -2.053599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Entering Unmasked Estep 
Score: -4473736.000000 Penalty: 2589.600830
	Iteration 0F: 2 clusters Score -4473736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4450447.000000 Penalty: 5179.201660
	Iteration 0F: 3 clusters Score -4450447 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4458919.500000 Penalty: 5179.201660
	Iteration 1F: 3 clusters Score -4458920 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4459375.500000 Penalty: 5179.201660
	Iteration 2Q: 3 clusters Score -4459376 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4459744.000000 Penalty: 5179.201660
	Iteration 3Q: 3 clusters Score -4459744 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4460103.500000 Penalty: 5179.201660
	Iteration 4Q: 3 clusters Score -4460104 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4460404.000000 Penalty: 5179.201660
	Iteration 5Q: 3 clusters Score -4460404 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4460709.000000 Penalty: 5179.201660
	Iteration 6Q: 3 clusters Score -4460709 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4461122.000000 Penalty: 5179.201660
	Iteration 7Q: 3 clusters Score -4461122 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4461649.000000 Penalty: 5179.201660
	Iteration 8Q: 3 clusters Score -4461649 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -4462451.500000 Penalty: 5179.201660
	Iteration 9Q: 3 clusters Score -4462452 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4463537.000000 Penalty: 5179.201660
	Iteration 10F: 3 clusters Score -4463537 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4464903.500000 Penalty: 5179.201660
	Iteration 11F: 3 clusters Score -4464904 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4466432.000000 Penalty: 5179.201660
	Iteration 12F: 3 clusters Score -4466432 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4467953.500000 Penalty: 5179.201660
	Iteration 13F: 3 clusters Score -4467954 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4469207.000000 Penalty: 5179.201660
	Iteration 14Q: 3 clusters Score -4469207 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4470060.000000 Penalty: 5179.201660
	Iteration 15Q: 3 clusters Score -4470060 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4470607.000000 Penalty: 5179.201660
	Iteration 16Q: 3 clusters Score -4470607 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4470919.000000 Penalty: 5179.201660
	Iteration 17Q: 3 clusters Score -4470919 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4471117.000000 Penalty: 5179.201660
	Iteration 18Q: 3 clusters Score -4471117 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4471251.000000 Penalty: 5179.201660
	Iteration 19Q: 3 clusters Score -4471251 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4471344.000000 Penalty: 5179.201660
	Iteration 20F: 3 clusters Score -4471344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4471408.500000 Penalty: 5179.201660
	Iteration 21Q: 3 clusters Score -4471408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4471452.500000 Penalty: 5179.201660
	Iteration 22Q: 3 clusters Score -4471452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4471481.000000 Penalty: 5179.201660
	Iteration 23Q: 3 clusters Score -4471481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4471507.000000 Penalty: 5179.201660
	Iteration 24Q: 3 clusters Score -4471507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4471522.000000 Penalty: 5179.201660
	Iteration 25Q: 3 clusters Score -4471522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4471540.000000 Penalty: 5179.201660
	Iteration 26Q: 3 clusters Score -4471540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4471547.500000 Penalty: 5179.201660
	Iteration 27Q: 3 clusters Score -4471548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4471557.000000 Penalty: 5179.201660
	Iteration 28Q: 3 clusters Score -4471557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4471564.500000 Penalty: 5179.201660
	Iteration 29Q: 3 clusters Score -4471564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4471572.000000 Penalty: 5179.201660
	Iteration 30Q: 3 clusters Score -4471572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4471574.000000 Penalty: 5179.201660
	Iteration 31Q: 3 clusters Score -4471574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4471573.000000 Penalty: 5179.201660
	Iteration 32Q: 3 clusters Score -4471573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4471575.500000 Penalty: 5179.201660
	Iteration 33Q: 3 clusters Score -4471576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4471574.000000 Penalty: 5179.201660
	Iteration 34Q: 3 clusters Score -4471574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4471576.000000 Penalty: 5179.201660
	Iteration 35Q: 3 clusters Score -4471576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4471576.000000 Penalty: 5179.201660
	Iteration 36F: 3 clusters Score -4471576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 147 members 
Entering Unmasked Estep 
Score: -32165.648438 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32165.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32419.306641 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32419.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32494.263672 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32494.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32512.675781 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32512.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32517.310547 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32517.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32526.806641 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32526.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32529.179688 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32529.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32535.822266 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32535.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32543.207031 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32543.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32551.847656 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32551.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32555.082031 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32555.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32555.082031 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -32555.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 284 members 
Entering Unmasked Estep 
Score: -66355.046875 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66355.05 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66607.664062 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66607.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66684.296875 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66684.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66738.773438 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66738.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66786.335938 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66786.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66855.648438 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66855.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66911.914062 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -66911.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66976.375000 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -66976.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67024.156250 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -67024.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67072.007812 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -67072.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67111.929688 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -67111.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67144.007812 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -67144.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67173.453125 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -67173.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67196.773438 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -67196.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67231.867188 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -67231.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67255.140625 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -67255.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67290.281250 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -67290.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67320.796875 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -67320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67340.132812 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -67340.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67360.562500 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -67360.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67369.406250 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -67369.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67380.164062 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -67380.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67380.164062 Penalty: 3158.620605
	Iteration 22F: 3 clusters Score -67380.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50647.621094 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50647.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50780.261719 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50780.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50808.281250 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50808.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50811.121094 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50811.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50815.585938 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50815.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50820.605469 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50820.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50826.921875 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50826.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50826.921875 Penalty: 2986.427490
	Iteration 7F: 3 clusters Score -50826.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164683 members 
Mstep: Class 3 contains 137733 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62769 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168922 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163343 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180319 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151989 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324224.000000 Penalty: 77098.109375
Iteration 359Q: 23 clusters Score -1.803242e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164687 members 
Mstep: Class 3 contains 137737 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62769 members 
Mstep: Class 10 contains 193840 members 
Mstep: Class 11 contains 168921 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163339 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180318 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151984 members 
Mstep: Class 19 contains 34268 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324224.000000 Penalty: 77098.109375
Iteration 360F: 23 clusters Score -1.803242e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164687 members 
Mstep: Class 3 contains 137741 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168926 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163336 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180318 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151985 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 361Q: 23 clusters Score -1.803243e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164690 members 
Mstep: Class 3 contains 137748 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168923 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163329 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180314 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151988 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 362Q: 23 clusters Score -1.803243e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164692 members 
Mstep: Class 3 contains 137758 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62767 members 
Mstep: Class 10 contains 193840 members 
Mstep: Class 11 contains 168919 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163328 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180312 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151985 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324288.000000 Penalty: 77098.109375
Iteration 363Q: 23 clusters Score -1.803243e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164692 members 
Mstep: Class 3 contains 137760 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62768 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168917 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163326 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180316 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151981 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324336.000000 Penalty: 77098.109375
Iteration 364Q: 23 clusters Score -1.803243e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164693 members 
Mstep: Class 3 contains 137761 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193842 members 
Mstep: Class 11 contains 168921 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163327 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180314 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151978 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324256.000000 Penalty: 77098.109375
Iteration 365Q: 23 clusters Score -1.803243e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164695 members 
Mstep: Class 3 contains 137768 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168922 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163323 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180311 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324256.000000 Penalty: 77098.109375
Iteration 366Q: 23 clusters Score -1.803243e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164694 members 
Mstep: Class 3 contains 137774 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54966 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168922 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163320 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180310 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324224.000000 Penalty: 77098.109375
Iteration 367Q: 23 clusters Score -1.803242e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164692 members 
Mstep: Class 3 contains 137781 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168920 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163315 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180314 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151974 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324144.000000 Penalty: 77098.109375
Iteration 368Q: 23 clusters Score -1.803241e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164693 members 
Mstep: Class 3 contains 137791 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62766 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168916 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163311 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180313 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151973 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324128.000000 Penalty: 77098.109375
Iteration 369Q: 23 clusters Score -1.803241e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164695 members 
Mstep: Class 3 contains 137805 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62762 members 
Mstep: Class 10 contains 193843 members 
Mstep: Class 11 contains 168908 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163312 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180314 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151967 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 370Q: 23 clusters Score -1.803242e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164698 members 
Mstep: Class 3 contains 137818 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62762 members 
Mstep: Class 10 contains 193842 members 
Mstep: Class 11 contains 168909 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163295 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180314 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151968 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324208.000000 Penalty: 77098.109375
Iteration 371Q: 23 clusters Score -1.803242e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164701 members 
Mstep: Class 3 contains 137827 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54961 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62763 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168908 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163286 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180315 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151968 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324192.000000 Penalty: 77098.109375
Iteration 372Q: 23 clusters Score -1.803242e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164705 members 
Mstep: Class 3 contains 137834 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54961 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62762 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168905 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180316 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151964 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324144.000000 Penalty: 77098.109375
Iteration 373Q: 23 clusters Score -1.803241e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164709 members 
Mstep: Class 3 contains 137832 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54961 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62760 members 
Mstep: Class 10 contains 193839 members 
Mstep: Class 11 contains 168904 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180322 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151959 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324144.000000 Penalty: 77098.109375
Iteration 374Q: 23 clusters Score -1.803241e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164711 members 
Mstep: Class 3 contains 137835 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62759 members 
Mstep: Class 10 contains 193837 members 
Mstep: Class 11 contains 168904 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180325 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151959 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324016.000000 Penalty: 77098.109375
Iteration 375Q: 23 clusters Score -1.80324e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164715 members 
Mstep: Class 3 contains 137839 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62758 members 
Mstep: Class 10 contains 193835 members 
Mstep: Class 11 contains 168903 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163272 members 
Mstep: Class 14 contains 32926 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180327 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151956 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324032.000000 Penalty: 77098.109375
Iteration 376Q: 23 clusters Score -1.80324e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164717 members 
Mstep: Class 3 contains 137840 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62756 members 
Mstep: Class 10 contains 193835 members 
Mstep: Class 11 contains 168902 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163273 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180332 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151953 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 377Q: 23 clusters Score -1.803239e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164719 members 
Mstep: Class 3 contains 137842 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62756 members 
Mstep: Class 10 contains 193836 members 
Mstep: Class 11 contains 168901 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180334 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151951 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 378Q: 23 clusters Score -1.803239e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164720 members 
Mstep: Class 3 contains 137839 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62757 members 
Mstep: Class 10 contains 193835 members 
Mstep: Class 11 contains 168904 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180334 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151948 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 379Q: 23 clusters Score -1.803239e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164721 members 
Mstep: Class 3 contains 137835 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62756 members 
Mstep: Class 10 contains 193834 members 
Mstep: Class 11 contains 168906 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180333 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151948 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324000.000000 Penalty: 77098.109375
Iteration 380F: 23 clusters Score -1.80324e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164723 members 
Mstep: Class 3 contains 137837 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62754 members 
Mstep: Class 10 contains 193835 members 
Mstep: Class 11 contains 168906 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180331 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151949 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 381Q: 23 clusters Score -1.80324e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164724 members 
Mstep: Class 3 contains 137837 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 193836 members 
Mstep: Class 11 contains 168905 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163276 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180334 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151947 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324000.000000 Penalty: 77098.109375
Iteration 382Q: 23 clusters Score -1.80324e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164724 members 
Mstep: Class 3 contains 137845 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168906 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163270 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180333 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324000.000000 Penalty: 77098.109375
Iteration 383Q: 23 clusters Score -1.80324e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164725 members 
Mstep: Class 3 contains 137847 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193838 members 
Mstep: Class 11 contains 168899 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180331 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34260 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 384Q: 23 clusters Score -1.803239e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164724 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 193836 members 
Mstep: Class 11 contains 168896 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32925 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180331 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34259 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 385Q: 23 clusters Score -1.803239e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164724 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 193834 members 
Mstep: Class 11 contains 168898 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 32926 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180334 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34260 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 386Q: 23 clusters Score -1.80324e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164729 members 
Mstep: Class 3 contains 137847 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 193833 members 
Mstep: Class 11 contains 168890 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180332 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151949 members 
Mstep: Class 19 contains 34260 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 387Q: 23 clusters Score -1.80324e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164728 members 
Mstep: Class 3 contains 137849 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 193831 members 
Mstep: Class 11 contains 168885 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180335 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151951 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324032.000000 Penalty: 77098.109375
Iteration 388Q: 23 clusters Score -1.80324e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164729 members 
Mstep: Class 3 contains 137846 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193831 members 
Mstep: Class 11 contains 168881 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180337 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151953 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324096.000000 Penalty: 77098.109375
Iteration 389Q: 23 clusters Score -1.803241e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164729 members 
Mstep: Class 3 contains 137845 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193827 members 
Mstep: Class 11 contains 168875 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180339 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151958 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324160.000000 Penalty: 77098.109375
Iteration 390Q: 23 clusters Score -1.803242e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164731 members 
Mstep: Class 3 contains 137846 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193824 members 
Mstep: Class 11 contains 168873 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180342 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151960 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324112.000000 Penalty: 77098.109375
Iteration 391Q: 23 clusters Score -1.803241e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164730 members 
Mstep: Class 3 contains 137846 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193821 members 
Mstep: Class 11 contains 168875 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180343 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151958 members 
Mstep: Class 19 contains 34263 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324176.000000 Penalty: 77098.109375
Iteration 392Q: 23 clusters Score -1.803242e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164728 members 
Mstep: Class 3 contains 137848 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193823 members 
Mstep: Class 11 contains 168872 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180340 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151960 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324112.000000 Penalty: 77098.109375
Iteration 393Q: 23 clusters Score -1.803241e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164728 members 
Mstep: Class 3 contains 137847 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54963 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62749 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168868 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180337 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151963 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324048.000000 Penalty: 77098.109375
Iteration 394Q: 23 clusters Score -1.80324e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164726 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54964 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62749 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168867 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180338 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151960 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 395Q: 23 clusters Score -1.80324e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164729 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62749 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168865 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180339 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151958 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 396Q: 23 clusters Score -1.803239e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164731 members 
Mstep: Class 3 contains 137851 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 193826 members 
Mstep: Class 11 contains 168862 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163285 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180340 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151956 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 397Q: 23 clusters Score -1.80324e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164732 members 
Mstep: Class 3 contains 137850 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62749 members 
Mstep: Class 10 contains 193828 members 
Mstep: Class 11 contains 168863 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32927 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180342 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151957 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 398Q: 23 clusters Score -1.80324e+08 nChanged 15
Entering ConstructFrom: 
Score: -180323968.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161125.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158970.437500 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158970.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159293.421875 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159293.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159397.187500 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159397.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159436.312500 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159436.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159459.734375 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159478.015625 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159486.500000 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159491.609375 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159495.500000 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159500.187500 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159505.937500 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159507.437500 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159509.500000 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159513.765625 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159516.531250 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159518.046875 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -159518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159518.796875 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -159518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -159518.796875 Penalty: 3550.236816
	Iteration 17F: 3 clusters Score -159518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Entering Unmasked Estep 
Score: -22206180.000000 Penalty: 2978.997559
	Iteration 0F: 2 clusters Score -2.220618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -22099758.000000 Penalty: 5957.995117
	Iteration 0F: 3 clusters Score -2.209976e+07 nChanged 78709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -22145504.000000 Penalty: 5957.995117
	Iteration 1F: 3 clusters Score -2.21455e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -22146982.000000 Penalty: 5957.995117
	Iteration 2Q: 3 clusters Score -2.214698e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -22149156.000000 Penalty: 5957.995117
	Iteration 3Q: 3 clusters Score -2.214916e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -22152920.000000 Penalty: 5957.995117
	Iteration 4F: 3 clusters Score -2.215292e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -22159818.000000 Penalty: 5957.995117
	Iteration 5F: 3 clusters Score -2.215982e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 120030 members 
Entering Unmasked Estep 
Score: -22170004.000000 Penalty: 5957.995117
	Iteration 6F: 3 clusters Score -2.217e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -22181906.000000 Penalty: 5957.995117
	Iteration 7F: 3 clusters Score -2.218191e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -22192370.000000 Penalty: 5957.995117
	Iteration 8F: 3 clusters Score -2.219237e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -22197864.000000 Penalty: 5957.995117
	Iteration 9Q: 3 clusters Score -2.219786e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -22200154.000000 Penalty: 5957.995117
	Iteration 10Q: 3 clusters Score -2.220015e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -22201342.000000 Penalty: 5957.995117
	Iteration 11Q: 3 clusters Score -2.220134e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -22202094.000000 Penalty: 5957.995117
	Iteration 12Q: 3 clusters Score -2.220209e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -22202484.000000 Penalty: 5957.995117
	Iteration 13Q: 3 clusters Score -2.220248e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -22202958.000000 Penalty: 5957.995117
	Iteration 14Q: 3 clusters Score -2.220296e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -22203200.000000 Penalty: 5957.995117
	Iteration 15Q: 3 clusters Score -2.22032e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -22203378.000000 Penalty: 5957.995117
	Iteration 16Q: 3 clusters Score -2.220338e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -22203570.000000 Penalty: 5957.995117
	Iteration 17Q: 3 clusters Score -2.220357e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -22203730.000000 Penalty: 5957.995117
	Iteration 18Q: 3 clusters Score -2.220373e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -22203810.000000 Penalty: 5957.995117
	Iteration 19Q: 3 clusters Score -2.220381e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 160389 members 
Entering Unmasked Estep 
Score: -22203902.000000 Penalty: 5957.995117
	Iteration 20F: 3 clusters Score -2.22039e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -22203934.000000 Penalty: 5957.995117
	Iteration 21Q: 3 clusters Score -2.220393e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -22203974.000000 Penalty: 5957.995117
	Iteration 22Q: 3 clusters Score -2.220397e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 161338 members 
Entering Unmasked Estep 
Score: -22203964.000000 Penalty: 5957.995117
	Iteration 23Q: 3 clusters Score -2.220396e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 161547 members 
Entering Unmasked Estep 
Score: -22204010.000000 Penalty: 5957.995117
	Iteration 24Q: 3 clusters Score -2.220401e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -22204038.000000 Penalty: 5957.995117
	Iteration 25Q: 3 clusters Score -2.220404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -22204036.000000 Penalty: 5957.995117
	Iteration 26Q: 3 clusters Score -2.220404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -22204066.000000 Penalty: 5957.995117
	Iteration 27Q: 3 clusters Score -2.220407e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -22204090.000000 Penalty: 5957.995117
	Iteration 28Q: 3 clusters Score -2.220409e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -22204050.000000 Penalty: 5957.995117
	Iteration 29Q: 3 clusters Score -2.220405e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 162354 members 
Entering Unmasked Estep 
Score: -22204100.000000 Penalty: 5957.995117
	Iteration 30Q: 3 clusters Score -2.22041e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -22204076.000000 Penalty: 5957.995117
	Iteration 31Q: 3 clusters Score -2.220408e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -22204074.000000 Penalty: 5957.995117
	Iteration 32Q: 3 clusters Score -2.220407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -22204072.000000 Penalty: 5957.995117
	Iteration 33Q: 3 clusters Score -2.220407e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -22204044.000000 Penalty: 5957.995117
	Iteration 34Q: 3 clusters Score -2.220404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -22204032.000000 Penalty: 5957.995117
	Iteration 35Q: 3 clusters Score -2.220403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 36Q: 3 clusters Score -2.220407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 162754 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 37Q: 3 clusters Score -2.220406e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 162805 members 
Entering Unmasked Estep 
Score: -22204080.000000 Penalty: 5957.995117
	Iteration 38Q: 3 clusters Score -2.220408e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 39Q: 3 clusters Score -2.220407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -22204086.000000 Penalty: 5957.995117
	Iteration 40F: 3 clusters Score -2.220409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 41Q: 3 clusters Score -2.220407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 42Q: 3 clusters Score -2.220407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -22204082.000000 Penalty: 5957.995117
	Iteration 43Q: 3 clusters Score -2.220408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 44Q: 3 clusters Score -2.220406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 163009 members 
Entering Unmasked Estep 
Score: -22204078.000000 Penalty: 5957.995117
	Iteration 45Q: 3 clusters Score -2.220408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -22204084.000000 Penalty: 5957.995117
	Iteration 46Q: 3 clusters Score -2.220408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -22204092.000000 Penalty: 5957.995117
	Iteration 47Q: 3 clusters Score -2.220409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 163041 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 48Q: 3 clusters Score -2.220407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -22204062.000000 Penalty: 5957.995117
	Iteration 49Q: 3 clusters Score -2.220406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -22204070.000000 Penalty: 5957.995117
	Iteration 50Q: 3 clusters Score -2.220407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -22204064.000000 Penalty: 5957.995117
	Iteration 51Q: 3 clusters Score -2.220406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 52Q: 3 clusters Score -2.220407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 163079 members 
Entering Unmasked Estep 
Score: -22204062.000000 Penalty: 5957.995117
	Iteration 53Q: 3 clusters Score -2.220406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 54Q: 3 clusters Score -2.220407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -22204070.000000 Penalty: 5957.995117
	Iteration 55Q: 3 clusters Score -2.220407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -22204056.000000 Penalty: 5957.995117
	Iteration 56Q: 3 clusters Score -2.220406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 163095 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 57Q: 3 clusters Score -2.220407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 163097 members 
Entering Unmasked Estep 
Score: -22204076.000000 Penalty: 5957.995117
	Iteration 58Q: 3 clusters Score -2.220408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -22204068.000000 Penalty: 5957.995117
	Iteration 59Q: 3 clusters Score -2.220407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 60F: 3 clusters Score -2.220406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -22204048.000000 Penalty: 5957.995117
	Iteration 61Q: 3 clusters Score -2.220405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -22204066.000000 Penalty: 5957.995117
	Iteration 62Q: 3 clusters Score -2.220407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -22204062.000000 Penalty: 5957.995117
	Iteration 63Q: 3 clusters Score -2.220406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 64Q: 3 clusters Score -2.220406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -22204066.000000 Penalty: 5957.995117
	Iteration 65Q: 3 clusters Score -2.220407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 66Q: 3 clusters Score -2.220406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -22204058.000000 Penalty: 5957.995117
	Iteration 67Q: 3 clusters Score -2.220406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -22204058.000000 Penalty: 5957.995117
	Iteration 68Q: 3 clusters Score -2.220406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -22204058.000000 Penalty: 5957.995117
	Iteration 69Q: 3 clusters Score -2.220406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -22204060.000000 Penalty: 5957.995117
	Iteration 70Q: 3 clusters Score -2.220406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -22204062.000000 Penalty: 5957.995117
	Iteration 71Q: 3 clusters Score -2.220406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -22204054.000000 Penalty: 5957.995117
	Iteration 72Q: 3 clusters Score -2.220405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -22204054.000000 Penalty: 5957.995117
	Iteration 73F: 3 clusters Score -2.220405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Entering Unmasked Estep 
Score: -18455094.000000 Penalty: 2934.809082
	Iteration 0F: 2 clusters Score -1.845509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -18363056.000000 Penalty: 5869.618164
	Iteration 0F: 3 clusters Score -1.836306e+07 nChanged 65805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -18401482.000000 Penalty: 5869.618164
	Iteration 1F: 3 clusters Score -1.840148e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -18403286.000000 Penalty: 5869.618164
	Iteration 2Q: 3 clusters Score -1.840329e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -18406462.000000 Penalty: 5869.618164
	Iteration 3Q: 3 clusters Score -1.840646e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -18411498.000000 Penalty: 5869.618164
	Iteration 4F: 3 clusters Score -1.84115e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -18419704.000000 Penalty: 5869.618164
	Iteration 5F: 3 clusters Score -1.84197e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -18429390.000000 Penalty: 5869.618164
	Iteration 6F: 3 clusters Score -1.842939e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -18439230.000000 Penalty: 5869.618164
	Iteration 7F: 3 clusters Score -1.843923e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -18445816.000000 Penalty: 5869.618164
	Iteration 8Q: 3 clusters Score -1.844582e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -18449452.000000 Penalty: 5869.618164
	Iteration 9Q: 3 clusters Score -1.844945e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 123883 members 
Entering Unmasked Estep 
Score: -18451082.000000 Penalty: 5869.618164
	Iteration 10Q: 3 clusters Score -1.845108e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -18452034.000000 Penalty: 5869.618164
	Iteration 11Q: 3 clusters Score -1.845203e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -18452444.000000 Penalty: 5869.618164
	Iteration 12Q: 3 clusters Score -1.845244e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 126208 members 
Entering Unmasked Estep 
Score: -18452800.000000 Penalty: 5869.618164
	Iteration 13Q: 3 clusters Score -1.84528e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -18453008.000000 Penalty: 5869.618164
	Iteration 14Q: 3 clusters Score -1.845301e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 127183 members 
Entering Unmasked Estep 
Score: -18453076.000000 Penalty: 5869.618164
	Iteration 15Q: 3 clusters Score -1.845308e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -18453196.000000 Penalty: 5869.618164
	Iteration 16Q: 3 clusters Score -1.84532e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -18453242.000000 Penalty: 5869.618164
	Iteration 17Q: 3 clusters Score -1.845324e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -18453330.000000 Penalty: 5869.618164
	Iteration 18Q: 3 clusters Score -1.845333e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -18453356.000000 Penalty: 5869.618164
	Iteration 19Q: 3 clusters Score -1.845336e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -18453458.000000 Penalty: 5869.618164
	Iteration 20F: 3 clusters Score -1.845346e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -18453526.000000 Penalty: 5869.618164
	Iteration 21Q: 3 clusters Score -1.845353e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -18453570.000000 Penalty: 5869.618164
	Iteration 22Q: 3 clusters Score -1.845357e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -18453588.000000 Penalty: 5869.618164
	Iteration 23Q: 3 clusters Score -1.845359e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -18453608.000000 Penalty: 5869.618164
	Iteration 24Q: 3 clusters Score -1.845361e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -18453614.000000 Penalty: 5869.618164
	Iteration 25Q: 3 clusters Score -1.845361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -18453664.000000 Penalty: 5869.618164
	Iteration 26Q: 3 clusters Score -1.845366e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 130093 members 
Entering Unmasked Estep 
Score: -18453682.000000 Penalty: 5869.618164
	Iteration 27Q: 3 clusters Score -1.845368e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 130227 members 
Entering Unmasked Estep 
Score: -18453734.000000 Penalty: 5869.618164
	Iteration 28Q: 3 clusters Score -1.845373e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -18453750.000000 Penalty: 5869.618164
	Iteration 29Q: 3 clusters Score -1.845375e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 130476 members 
Entering Unmasked Estep 
Score: -18453752.000000 Penalty: 5869.618164
	Iteration 30Q: 3 clusters Score -1.845375e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -18453728.000000 Penalty: 5869.618164
	Iteration 31Q: 3 clusters Score -1.845373e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -18453760.000000 Penalty: 5869.618164
	Iteration 32Q: 3 clusters Score -1.845376e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -18453784.000000 Penalty: 5869.618164
	Iteration 33Q: 3 clusters Score -1.845378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -18453794.000000 Penalty: 5869.618164
	Iteration 34Q: 3 clusters Score -1.845379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 131157 members 
Entering Unmasked Estep 
Score: -18453784.000000 Penalty: 5869.618164
	Iteration 35Q: 3 clusters Score -1.845378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -18453794.000000 Penalty: 5869.618164
	Iteration 36Q: 3 clusters Score -1.845379e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -18453788.000000 Penalty: 5869.618164
	Iteration 37Q: 3 clusters Score -1.845379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -18453820.000000 Penalty: 5869.618164
	Iteration 38Q: 3 clusters Score -1.845382e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -18453844.000000 Penalty: 5869.618164
	Iteration 39Q: 3 clusters Score -1.845384e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 131642 members 
Entering Unmasked Estep 
Score: -18453850.000000 Penalty: 5869.618164
	Iteration 40F: 3 clusters Score -1.845385e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 131734 members 
Entering Unmasked Estep 
Score: -18453868.000000 Penalty: 5869.618164
	Iteration 41Q: 3 clusters Score -1.845387e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -18453868.000000 Penalty: 5869.618164
	Iteration 42Q: 3 clusters Score -1.845387e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -18453880.000000 Penalty: 5869.618164
	Iteration 43Q: 3 clusters Score -1.845388e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -18453856.000000 Penalty: 5869.618164
	Iteration 44Q: 3 clusters Score -1.845386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -18453878.000000 Penalty: 5869.618164
	Iteration 45Q: 3 clusters Score -1.845388e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 132129 members 
Entering Unmasked Estep 
Score: -18453906.000000 Penalty: 5869.618164
	Iteration 46Q: 3 clusters Score -1.845391e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -18453946.000000 Penalty: 5869.618164
	Iteration 47Q: 3 clusters Score -1.845395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -18453932.000000 Penalty: 5869.618164
	Iteration 48Q: 3 clusters Score -1.845393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -18453962.000000 Penalty: 5869.618164
	Iteration 49Q: 3 clusters Score -1.845396e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 132374 members 
Entering Unmasked Estep 
Score: -18453944.000000 Penalty: 5869.618164
	Iteration 50Q: 3 clusters Score -1.845394e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -18453914.000000 Penalty: 5869.618164
	Iteration 51Q: 3 clusters Score -1.845391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -18453930.000000 Penalty: 5869.618164
	Iteration 52Q: 3 clusters Score -1.845393e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -18453920.000000 Penalty: 5869.618164
	Iteration 53Q: 3 clusters Score -1.845392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 132542 members 
Entering Unmasked Estep 
Score: -18453924.000000 Penalty: 5869.618164
	Iteration 54Q: 3 clusters Score -1.845392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 132590 members 
Entering Unmasked Estep 
Score: -18453932.000000 Penalty: 5869.618164
	Iteration 55Q: 3 clusters Score -1.845393e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -18453930.000000 Penalty: 5869.618164
	Iteration 56Q: 3 clusters Score -1.845393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -18453908.000000 Penalty: 5869.618164
	Iteration 57Q: 3 clusters Score -1.845391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -18453930.000000 Penalty: 5869.618164
	Iteration 58Q: 3 clusters Score -1.845393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 132724 members 
Entering Unmasked Estep 
Score: -18453928.000000 Penalty: 5869.618164
	Iteration 59Q: 3 clusters Score -1.845393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 132745 members 
Entering Unmasked Estep 
Score: -18453946.000000 Penalty: 5869.618164
	Iteration 60F: 3 clusters Score -1.845395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -18453940.000000 Penalty: 5869.618164
	Iteration 61Q: 3 clusters Score -1.845394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -18453934.000000 Penalty: 5869.618164
	Iteration 62Q: 3 clusters Score -1.845393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -18453942.000000 Penalty: 5869.618164
	Iteration 63Q: 3 clusters Score -1.845394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 132824 members 
Entering Unmasked Estep 
Score: -18453958.000000 Penalty: 5869.618164
	Iteration 64Q: 3 clusters Score -1.845396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 132836 members 
Entering Unmasked Estep 
Score: -18453978.000000 Penalty: 5869.618164
	Iteration 65Q: 3 clusters Score -1.845398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -18453972.000000 Penalty: 5869.618164
	Iteration 66Q: 3 clusters Score -1.845397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -18453974.000000 Penalty: 5869.618164
	Iteration 67Q: 3 clusters Score -1.845397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -18453980.000000 Penalty: 5869.618164
	Iteration 68Q: 3 clusters Score -1.845398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 132900 members 
Entering Unmasked Estep 
Score: -18453968.000000 Penalty: 5869.618164
	Iteration 69Q: 3 clusters Score -1.845397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -18453986.000000 Penalty: 5869.618164
	Iteration 70Q: 3 clusters Score -1.845399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 132941 members 
Entering Unmasked Estep 
Score: -18453970.000000 Penalty: 5869.618164
	Iteration 71Q: 3 clusters Score -1.845397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -18453964.000000 Penalty: 5869.618164
	Iteration 72Q: 3 clusters Score -1.845396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -18453978.000000 Penalty: 5869.618164
	Iteration 73Q: 3 clusters Score -1.845398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -18453990.000000 Penalty: 5869.618164
	Iteration 74Q: 3 clusters Score -1.845399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -18453980.000000 Penalty: 5869.618164
	Iteration 75Q: 3 clusters Score -1.845398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 133036 members 
Entering Unmasked Estep 
Score: -18453982.000000 Penalty: 5869.618164
	Iteration 76Q: 3 clusters Score -1.845398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -18453980.000000 Penalty: 5869.618164
	Iteration 77Q: 3 clusters Score -1.845398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 133078 members 
Entering Unmasked Estep 
Score: -18453988.000000 Penalty: 5869.618164
	Iteration 78Q: 3 clusters Score -1.845399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -18453990.000000 Penalty: 5869.618164
	Iteration 79Q: 3 clusters Score -1.845399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -18454010.000000 Penalty: 5869.618164
	Iteration 80F: 3 clusters Score -1.845401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 133147 members 
Entering Unmasked Estep 
Score: -18454004.000000 Penalty: 5869.618164
	Iteration 81Q: 3 clusters Score -1.8454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -18454026.000000 Penalty: 5869.618164
	Iteration 82Q: 3 clusters Score -1.845403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -18454010.000000 Penalty: 5869.618164
	Iteration 83Q: 3 clusters Score -1.845401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -18454020.000000 Penalty: 5869.618164
	Iteration 84Q: 3 clusters Score -1.845402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -18454028.000000 Penalty: 5869.618164
	Iteration 85Q: 3 clusters Score -1.845403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -18454026.000000 Penalty: 5869.618164
	Iteration 86Q: 3 clusters Score -1.845403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 133224 members 
Entering Unmasked Estep 
Score: -18454026.000000 Penalty: 5869.618164
	Iteration 87Q: 3 clusters Score -1.845403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -18454030.000000 Penalty: 5869.618164
	Iteration 88Q: 3 clusters Score -1.845403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -18454042.000000 Penalty: 5869.618164
	Iteration 89Q: 3 clusters Score -1.845404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -18454048.000000 Penalty: 5869.618164
	Iteration 90Q: 3 clusters Score -1.845405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -18454056.000000 Penalty: 5869.618164
	Iteration 91Q: 3 clusters Score -1.845406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -18454056.000000 Penalty: 5869.618164
	Iteration 92Q: 3 clusters Score -1.845406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -18454062.000000 Penalty: 5869.618164
	Iteration 93Q: 3 clusters Score -1.845406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -18454070.000000 Penalty: 5869.618164
	Iteration 94Q: 3 clusters Score -1.845407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -18454072.000000 Penalty: 5869.618164
	Iteration 95Q: 3 clusters Score -1.845407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 133287 members 
Entering Unmasked Estep 
Score: -18454070.000000 Penalty: 5869.618164
	Iteration 96Q: 3 clusters Score -1.845407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -18454068.000000 Penalty: 5869.618164
	Iteration 97Q: 3 clusters Score -1.845407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 133300 members 
Entering Unmasked Estep 
Score: -18454058.000000 Penalty: 5869.618164
	Iteration 98Q: 3 clusters Score -1.845406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 133307 members 
Entering Unmasked Estep 
Score: -18454074.000000 Penalty: 5869.618164
	Iteration 99Q: 3 clusters Score -1.845407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -18454076.000000 Penalty: 5869.618164
	Iteration 100F: 3 clusters Score -1.845408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -18454076.000000 Penalty: 5869.618164
	Iteration 101Q: 3 clusters Score -1.845408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -18454056.000000 Penalty: 5869.618164
	Iteration 102Q: 3 clusters Score -1.845406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 133340 members 
Entering Unmasked Estep 
Score: -18454058.000000 Penalty: 5869.618164
	Iteration 103Q: 3 clusters Score -1.845406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 133344 members 
Entering Unmasked Estep 
Score: -18454070.000000 Penalty: 5869.618164
	Iteration 104Q: 3 clusters Score -1.845407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 133347 members 
Entering Unmasked Estep 
Score: -18454072.000000 Penalty: 5869.618164
	Iteration 105Q: 3 clusters Score -1.845407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 133348 members 
Entering Unmasked Estep 
Score: -18454080.000000 Penalty: 5869.618164
	Iteration 106Q: 3 clusters Score -1.845408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 133351 members 
Entering Unmasked Estep 
Score: -18454084.000000 Penalty: 5869.618164
	Iteration 107Q: 3 clusters Score -1.845408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -18454094.000000 Penalty: 5869.618164
	Iteration 108Q: 3 clusters Score -1.845409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
Score: -18454094.000000 Penalty: 5869.618164
	Iteration 109F: 3 clusters Score -1.845409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -997286.500000 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -997286.5 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 3957 members 
Entering Unmasked Estep 
Score: -990911.500000 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -990911.5 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -992612.500000 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -992612.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -992894.687500 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -992894.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -993105.687500 Penalty: 4456.470215
	Iteration 3F: 3 clusters Score -993105.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -993237.125000 Penalty: 4456.470215
	Iteration 4Q: 3 clusters Score -993237.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -993352.500000 Penalty: 4456.470215
	Iteration 5Q: 3 clusters Score -993352.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -993470.125000 Penalty: 4456.470215
	Iteration 6Q: 3 clusters Score -993470.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -993585.937500 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -993585.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -993696.125000 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -993696.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -993794.375000 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -993794.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -993891.125000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -993891.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -994001.562500 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -994001.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -994106.375000 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -994106.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -994240.125000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -994240.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -994384.125000 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -994384.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -994533.875000 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -994533.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -994688.812500 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -994688.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -994839.750000 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -994839.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -994968.437500 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -994968.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -995112.187500 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -995112.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -995227.250000 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -995227.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -995301.250000 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -995301.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -995355.812500 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -995355.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -995405.500000 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -995405.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -995446.625000 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -995446.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -995479.250000 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -995479.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -995509.375000 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -995509.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -995529.812500 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -995529.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -995544.125000 Penalty: 4456.470215
	Iteration 28Q: 3 clusters Score -995544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -995551.812500 Penalty: 4456.470215
	Iteration 29Q: 3 clusters Score -995551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -995561.437500 Penalty: 4456.470215
	Iteration 30Q: 3 clusters Score -995561.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -995576.125000 Penalty: 4456.470215
	Iteration 31Q: 3 clusters Score -995576.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -995583.437500 Penalty: 4456.470215
	Iteration 32Q: 3 clusters Score -995583.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -995595.437500 Penalty: 4456.470215
	Iteration 33Q: 3 clusters Score -995595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -995600.812500 Penalty: 4456.470215
	Iteration 34Q: 3 clusters Score -995600.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -995609.062500 Penalty: 4456.470215
	Iteration 35Q: 3 clusters Score -995609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -995613.000000 Penalty: 4456.470215
	Iteration 36Q: 3 clusters Score -995613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -995616.937500 Penalty: 4456.470215
	Iteration 37Q: 3 clusters Score -995616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -995622.187500 Penalty: 4456.470215
	Iteration 38Q: 3 clusters Score -995622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -995629.750000 Penalty: 4456.470215
	Iteration 39Q: 3 clusters Score -995629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -995634.250000 Penalty: 4456.470215
	Iteration 40F: 3 clusters Score -995634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -995639.500000 Penalty: 4456.470215
	Iteration 41Q: 3 clusters Score -995639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -995641.750000 Penalty: 4456.470215
	Iteration 42Q: 3 clusters Score -995641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -995643.687500 Penalty: 4456.470215
	Iteration 43Q: 3 clusters Score -995643.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -995649.875000 Penalty: 4456.470215
	Iteration 44Q: 3 clusters Score -995649.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -995651.937500 Penalty: 4456.470215
	Iteration 45Q: 3 clusters Score -995651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -995655.250000 Penalty: 4456.470215
	Iteration 46Q: 3 clusters Score -995655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -995654.875000 Penalty: 4456.470215
	Iteration 47Q: 3 clusters Score -995654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -995657.125000 Penalty: 4456.470215
	Iteration 48Q: 3 clusters Score -995657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -995660.500000 Penalty: 4456.470215
	Iteration 49Q: 3 clusters Score -995660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -995666.312500 Penalty: 4456.470215
	Iteration 50Q: 3 clusters Score -995666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -995670.562500 Penalty: 4456.470215
	Iteration 51Q: 3 clusters Score -995670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -995677.187500 Penalty: 4456.470215
	Iteration 52Q: 3 clusters Score -995677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -995682.750000 Penalty: 4456.470215
	Iteration 53Q: 3 clusters Score -995682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -995688.687500 Penalty: 4456.470215
	Iteration 54Q: 3 clusters Score -995688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -995691.875000 Penalty: 4456.470215
	Iteration 55Q: 3 clusters Score -995691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -995694.937500 Penalty: 4456.470215
	Iteration 56Q: 3 clusters Score -995694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -995694.500000 Penalty: 4456.470215
	Iteration 57Q: 3 clusters Score -995694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -995696.625000 Penalty: 4456.470215
	Iteration 58Q: 3 clusters Score -995696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -995696.750000 Penalty: 4456.470215
	Iteration 59Q: 3 clusters Score -995696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -995696.750000 Penalty: 4456.470215
	Iteration 60F: 3 clusters Score -995696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -593107.687500 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -593107.7 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 2292 members 
Entering Unmasked Estep 
Score: -588973.000000 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -588973 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -589907.937500 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -589907.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -590072.187500 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -590072.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -590188.687500 Penalty: 4170.059570
	Iteration 3Q: 3 clusters Score -590188.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -590277.500000 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -590277.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -590344.937500 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -590344.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -590393.875000 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -590393.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -590426.062500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -590426.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -590457.812500 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -590457.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -590486.687500 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -590486.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -590515.875000 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -590515.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -590548.312500 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -590548.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -590586.562500 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -590586.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -590619.875000 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -590619.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -590643.562500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -590643.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -590667.750000 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -590667.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -590687.437500 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -590687.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -590714.687500 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -590714.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -590733.625000 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -590733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -590755.750000 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -590755.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -590776.062500 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -590776.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -590791.500000 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -590791.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -590807.312500 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -590807.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -590826.812500 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -590826.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -590848.937500 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -590848.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -590870.500000 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -590870.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -590889.000000 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -590889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -590913.125000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -590913.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -590945.187500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -590945.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -590973.250000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -590973.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -590990.625000 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -590990.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -591003.875000 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -591003.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -591016.375000 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -591016.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -591029.875000 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -591029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -591037.812500 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -591037.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -591046.562500 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -591046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -591055.062500 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -591055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -591062.750000 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -591062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -591071.750000 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -591071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -591083.437500 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -591083.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -591090.500000 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -591090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -591097.437500 Penalty: 4170.059570
	Iteration 41Q: 3 clusters Score -591097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -591104.625000 Penalty: 4170.059570
	Iteration 42Q: 3 clusters Score -591104.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -591108.250000 Penalty: 4170.059570
	Iteration 43Q: 3 clusters Score -591108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -591111.437500 Penalty: 4170.059570
	Iteration 44Q: 3 clusters Score -591111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -591114.937500 Penalty: 4170.059570
	Iteration 45Q: 3 clusters Score -591114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -591116.312500 Penalty: 4170.059570
	Iteration 46Q: 3 clusters Score -591116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -591120.125000 Penalty: 4170.059570
	Iteration 47Q: 3 clusters Score -591120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -591123.437500 Penalty: 4170.059570
	Iteration 48Q: 3 clusters Score -591123.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -591126.375000 Penalty: 4170.059570
	Iteration 49Q: 3 clusters Score -591126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -591132.125000 Penalty: 4170.059570
	Iteration 50Q: 3 clusters Score -591132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -591136.375000 Penalty: 4170.059570
	Iteration 51Q: 3 clusters Score -591136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -591141.562500 Penalty: 4170.059570
	Iteration 52Q: 3 clusters Score -591141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -591143.750000 Penalty: 4170.059570
	Iteration 53Q: 3 clusters Score -591143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -591147.437500 Penalty: 4170.059570
	Iteration 54Q: 3 clusters Score -591147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -591149.125000 Penalty: 4170.059570
	Iteration 55Q: 3 clusters Score -591149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -591149.812500 Penalty: 4170.059570
	Iteration 56Q: 3 clusters Score -591149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -591153.687500 Penalty: 4170.059570
	Iteration 57Q: 3 clusters Score -591153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -591156.750000 Penalty: 4170.059570
	Iteration 58Q: 3 clusters Score -591156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -591158.500000 Penalty: 4170.059570
	Iteration 59Q: 3 clusters Score -591158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -591160.437500 Penalty: 4170.059570
	Iteration 60F: 3 clusters Score -591160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -591162.500000 Penalty: 4170.059570
	Iteration 61Q: 3 clusters Score -591162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -591164.250000 Penalty: 4170.059570
	Iteration 62Q: 3 clusters Score -591164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -591169.937500 Penalty: 4170.059570
	Iteration 63Q: 3 clusters Score -591169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -591173.250000 Penalty: 4170.059570
	Iteration 64Q: 3 clusters Score -591173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -591176.312500 Penalty: 4170.059570
	Iteration 65Q: 3 clusters Score -591176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -591176.500000 Penalty: 4170.059570
	Iteration 66Q: 3 clusters Score -591176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -591178.062500 Penalty: 4170.059570
	Iteration 67Q: 3 clusters Score -591178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -591178.875000 Penalty: 4170.059570
	Iteration 68Q: 3 clusters Score -591178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -591178.875000 Penalty: 4170.059570
	Iteration 69F: 3 clusters Score -591178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Entering Unmasked Estep 
Score: -7423055.000000 Penalty: 2706.802246
	Iteration 0F: 2 clusters Score -7423055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -7385961.500000 Penalty: 5413.604492
	Iteration 0F: 3 clusters Score -7385962 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -7400374.500000 Penalty: 5413.604492
	Iteration 1F: 3 clusters Score -7400374 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -7401146.500000 Penalty: 5413.604492
	Iteration 2Q: 3 clusters Score -7401146 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -7401903.000000 Penalty: 5413.604492
	Iteration 3Q: 3 clusters Score -7401903 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -7402866.000000 Penalty: 5413.604492
	Iteration 4Q: 3 clusters Score -7402866 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -7404327.500000 Penalty: 5413.604492
	Iteration 5F: 3 clusters Score -7404328 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -7406373.500000 Penalty: 5413.604492
	Iteration 6F: 3 clusters Score -7406374 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -7409290.500000 Penalty: 5413.604492
	Iteration 7F: 3 clusters Score -7409290 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -7412667.000000 Penalty: 5413.604492
	Iteration 8F: 3 clusters Score -7412667 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -7415531.000000 Penalty: 5413.604492
	Iteration 9F: 3 clusters Score -7415531 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7417275.500000 Penalty: 5413.604492
	Iteration 10Q: 3 clusters Score -7417276 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7418037.500000 Penalty: 5413.604492
	Iteration 11Q: 3 clusters Score -7418038 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -7418435.000000 Penalty: 5413.604492
	Iteration 12Q: 3 clusters Score -7418435 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -7418746.500000 Penalty: 5413.604492
	Iteration 13Q: 3 clusters Score -7418746 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -7419022.000000 Penalty: 5413.604492
	Iteration 14Q: 3 clusters Score -7419022 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -7419235.000000 Penalty: 5413.604492
	Iteration 15Q: 3 clusters Score -7419235 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7419464.000000 Penalty: 5413.604492
	Iteration 16Q: 3 clusters Score -7419464 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -7419643.500000 Penalty: 5413.604492
	Iteration 17Q: 3 clusters Score -7419644 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7419843.500000 Penalty: 5413.604492
	Iteration 18Q: 3 clusters Score -7419844 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7420029.500000 Penalty: 5413.604492
	Iteration 19Q: 3 clusters Score -7420030 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7420216.500000 Penalty: 5413.604492
	Iteration 20F: 3 clusters Score -7420216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7420387.000000 Penalty: 5413.604492
	Iteration 21Q: 3 clusters Score -7420387 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7420534.500000 Penalty: 5413.604492
	Iteration 22Q: 3 clusters Score -7420534 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7420606.000000 Penalty: 5413.604492
	Iteration 23Q: 3 clusters Score -7420606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7420681.500000 Penalty: 5413.604492
	Iteration 24Q: 3 clusters Score -7420682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7420735.000000 Penalty: 5413.604492
	Iteration 25Q: 3 clusters Score -7420735 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7420788.000000 Penalty: 5413.604492
	Iteration 26Q: 3 clusters Score -7420788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7420809.000000 Penalty: 5413.604492
	Iteration 27Q: 3 clusters Score -7420809 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7420842.500000 Penalty: 5413.604492
	Iteration 28Q: 3 clusters Score -7420842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7420896.000000 Penalty: 5413.604492
	Iteration 29Q: 3 clusters Score -7420896 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7420957.500000 Penalty: 5413.604492
	Iteration 30Q: 3 clusters Score -7420958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7420981.000000 Penalty: 5413.604492
	Iteration 31Q: 3 clusters Score -7420981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7421003.500000 Penalty: 5413.604492
	Iteration 32Q: 3 clusters Score -7421004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7421035.000000 Penalty: 5413.604492
	Iteration 33Q: 3 clusters Score -7421035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7421037.000000 Penalty: 5413.604492
	Iteration 34Q: 3 clusters Score -7421037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7421063.500000 Penalty: 5413.604492
	Iteration 35Q: 3 clusters Score -7421064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7421069.000000 Penalty: 5413.604492
	Iteration 36Q: 3 clusters Score -7421069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7421081.500000 Penalty: 5413.604492
	Iteration 37Q: 3 clusters Score -7421082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7421085.500000 Penalty: 5413.604492
	Iteration 38Q: 3 clusters Score -7421086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7421095.500000 Penalty: 5413.604492
	Iteration 39Q: 3 clusters Score -7421096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7421103.500000 Penalty: 5413.604492
	Iteration 40F: 3 clusters Score -7421104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7421106.500000 Penalty: 5413.604492
	Iteration 41Q: 3 clusters Score -7421106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7421117.000000 Penalty: 5413.604492
	Iteration 42Q: 3 clusters Score -7421117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7421127.500000 Penalty: 5413.604492
	Iteration 43Q: 3 clusters Score -7421128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7421132.000000 Penalty: 5413.604492
	Iteration 44Q: 3 clusters Score -7421132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7421132.000000 Penalty: 5413.604492
	Iteration 45Q: 3 clusters Score -7421132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7421133.500000 Penalty: 5413.604492
	Iteration 46Q: 3 clusters Score -7421134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7421137.500000 Penalty: 5413.604492
	Iteration 47Q: 3 clusters Score -7421138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7421143.500000 Penalty: 5413.604492
	Iteration 48Q: 3 clusters Score -7421144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7421149.500000 Penalty: 5413.604492
	Iteration 49Q: 3 clusters Score -7421150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7421149.000000 Penalty: 5413.604492
	Iteration 50Q: 3 clusters Score -7421149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7421154.500000 Penalty: 5413.604492
	Iteration 51Q: 3 clusters Score -7421154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7421161.500000 Penalty: 5413.604492
	Iteration 52Q: 3 clusters Score -7421162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7421164.500000 Penalty: 5413.604492
	Iteration 53Q: 3 clusters Score -7421164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7421161.500000 Penalty: 5413.604492
	Iteration 54Q: 3 clusters Score -7421162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7421177.000000 Penalty: 5413.604492
	Iteration 55Q: 3 clusters Score -7421177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7421188.500000 Penalty: 5413.604492
	Iteration 56Q: 3 clusters Score -7421188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7421184.000000 Penalty: 5413.604492
	Iteration 57Q: 3 clusters Score -7421184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7421188.000000 Penalty: 5413.604492
	Iteration 58Q: 3 clusters Score -7421188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7421188.000000 Penalty: 5413.604492
	Iteration 59Q: 3 clusters Score -7421188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7421193.000000 Penalty: 5413.604492
	Iteration 60F: 3 clusters Score -7421193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7421190.000000 Penalty: 5413.604492
	Iteration 61Q: 3 clusters Score -7421190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7421193.500000 Penalty: 5413.604492
	Iteration 62Q: 3 clusters Score -7421194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7421192.500000 Penalty: 5413.604492
	Iteration 63Q: 3 clusters Score -7421192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7421197.500000 Penalty: 5413.604492
	Iteration 64Q: 3 clusters Score -7421198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7421208.500000 Penalty: 5413.604492
	Iteration 65Q: 3 clusters Score -7421208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7421210.500000 Penalty: 5413.604492
	Iteration 66Q: 3 clusters Score -7421210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7421210.500000 Penalty: 5413.604492
	Iteration 67Q: 3 clusters Score -7421210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7421213.500000 Penalty: 5413.604492
	Iteration 68Q: 3 clusters Score -7421214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7421213.500000 Penalty: 5413.604492
	Iteration 69Q: 3 clusters Score -7421214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7421216.000000 Penalty: 5413.604492
	Iteration 70Q: 3 clusters Score -7421216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7421218.000000 Penalty: 5413.604492
	Iteration 71Q: 3 clusters Score -7421218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7421218.000000 Penalty: 5413.604492
	Iteration 72F: 3 clusters Score -7421218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351604.093750 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -351604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -348563.468750 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -348563.5 nChanged 861
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: -349110.250000 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -349110.2 nChanged 186
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: -349230.937500 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -349230.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -349313.343750 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -349313.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -349389.312500 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -349389.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349441.031250 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -349441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -349481.156250 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -349481.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349505.812500 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -349505.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -349529.281250 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -349529.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -349553.406250 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -349553.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -349576.031250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -349576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -349597.406250 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -349597.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -349609.093750 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -349609.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -349617.093750 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -349617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -349621.406250 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -349621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -349627.031250 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -349627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -349632.906250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -349632.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349643.750000 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -349643.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -349656.906250 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -349656.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -349673.250000 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -349673.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -349691.000000 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -349691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -349707.437500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -349707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -349719.562500 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -349719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -349730.406250 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -349730.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -349738.750000 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -349738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -349742.750000 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -349742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -349746.000000 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -349746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349747.125000 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -349747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -349749.093750 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -349749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -349749.593750 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -349749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -349751.937500 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -349751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -349754.406250 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -349754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349756.531250 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -349756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -349758.812500 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -349758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -349761.250000 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -349761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -349762.406250 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -349762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -349762.218750 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -349762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -349762.843750 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -349762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -349763.187500 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -349763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -349763.656250 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -349763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -349763.656250 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -349763.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58560.542969 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58560.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58792.691406 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58792.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58874.109375 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58874.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58917.234375 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -58917.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58927.871094 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -58927.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58944.554688 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -58944.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58954.734375 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -58954.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58959.378906 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -58959.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58964.902344 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -58964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58965.820312 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -58965.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58970.453125 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -58970.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58971.765625 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -58971.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58971.765625 Penalty: 3073.436279
	Iteration 12F: 3 clusters Score -58971.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Entering Unmasked Estep 
Score: -8177502.500000 Penalty: 2739.626709
	Iteration 0F: 2 clusters Score -8177502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -8135443.000000 Penalty: 5479.253418
	Iteration 0F: 3 clusters Score -8135443 nChanged 29218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -8151902.000000 Penalty: 5479.253418
	Iteration 1F: 3 clusters Score -8151902 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -8152675.500000 Penalty: 5479.253418
	Iteration 2Q: 3 clusters Score -8152676 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8153403.000000 Penalty: 5479.253418
	Iteration 3Q: 3 clusters Score -8153403 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -8154297.500000 Penalty: 5479.253418
	Iteration 4Q: 3 clusters Score -8154298 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -8155450.000000 Penalty: 5479.253418
	Iteration 5Q: 3 clusters Score -8155450 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -8157000.500000 Penalty: 5479.253418
	Iteration 6Q: 3 clusters Score -8157000 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8159088.000000 Penalty: 5479.253418
	Iteration 7F: 3 clusters Score -8159088 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8161560.000000 Penalty: 5479.253418
	Iteration 8F: 3 clusters Score -8161560 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8164284.500000 Penalty: 5479.253418
	Iteration 9F: 3 clusters Score -8164284 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8166893.500000 Penalty: 5479.253418
	Iteration 10F: 3 clusters Score -8166894 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -8169147.000000 Penalty: 5479.253418
	Iteration 11F: 3 clusters Score -8169147 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8170944.000000 Penalty: 5479.253418
	Iteration 12Q: 3 clusters Score -8170944 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8172241.500000 Penalty: 5479.253418
	Iteration 13Q: 3 clusters Score -8172242 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -8173066.000000 Penalty: 5479.253418
	Iteration 14Q: 3 clusters Score -8173066 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -8173652.000000 Penalty: 5479.253418
	Iteration 15Q: 3 clusters Score -8173652 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8174104.500000 Penalty: 5479.253418
	Iteration 16Q: 3 clusters Score -8174104 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8174414.500000 Penalty: 5479.253418
	Iteration 17Q: 3 clusters Score -8174414 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8174643.000000 Penalty: 5479.253418
	Iteration 18Q: 3 clusters Score -8174643 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8174823.000000 Penalty: 5479.253418
	Iteration 19Q: 3 clusters Score -8174823 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8174931.500000 Penalty: 5479.253418
	Iteration 20F: 3 clusters Score -8174932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8175050.500000 Penalty: 5479.253418
	Iteration 21Q: 3 clusters Score -8175050 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8175164.000000 Penalty: 5479.253418
	Iteration 22Q: 3 clusters Score -8175164 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8175237.500000 Penalty: 5479.253418
	Iteration 23Q: 3 clusters Score -8175238 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8175306.500000 Penalty: 5479.253418
	Iteration 24Q: 3 clusters Score -8175306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8175347.000000 Penalty: 5479.253418
	Iteration 25Q: 3 clusters Score -8175347 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8175369.000000 Penalty: 5479.253418
	Iteration 26Q: 3 clusters Score -8175369 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8175412.500000 Penalty: 5479.253418
	Iteration 27Q: 3 clusters Score -8175412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8175425.500000 Penalty: 5479.253418
	Iteration 28Q: 3 clusters Score -8175426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8175437.500000 Penalty: 5479.253418
	Iteration 29Q: 3 clusters Score -8175438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8175436.000000 Penalty: 5479.253418
	Iteration 30Q: 3 clusters Score -8175436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8175440.000000 Penalty: 5479.253418
	Iteration 31Q: 3 clusters Score -8175440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8175436.500000 Penalty: 5479.253418
	Iteration 32Q: 3 clusters Score -8175436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8175447.000000 Penalty: 5479.253418
	Iteration 33Q: 3 clusters Score -8175447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8175451.500000 Penalty: 5479.253418
	Iteration 34Q: 3 clusters Score -8175452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8175446.500000 Penalty: 5479.253418
	Iteration 35Q: 3 clusters Score -8175446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8175450.500000 Penalty: 5479.253418
	Iteration 36Q: 3 clusters Score -8175450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8175458.000000 Penalty: 5479.253418
	Iteration 37Q: 3 clusters Score -8175458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8175472.500000 Penalty: 5479.253418
	Iteration 38Q: 3 clusters Score -8175472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8175478.000000 Penalty: 5479.253418
	Iteration 39Q: 3 clusters Score -8175478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8175484.500000 Penalty: 5479.253418
	Iteration 40F: 3 clusters Score -8175484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8175495.000000 Penalty: 5479.253418
	Iteration 41Q: 3 clusters Score -8175495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8175483.000000 Penalty: 5479.253418
	Iteration 42Q: 3 clusters Score -8175483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8175485.000000 Penalty: 5479.253418
	Iteration 43Q: 3 clusters Score -8175485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8175494.500000 Penalty: 5479.253418
	Iteration 44Q: 3 clusters Score -8175494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8175494.500000 Penalty: 5479.253418
	Iteration 45Q: 3 clusters Score -8175494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8175495.500000 Penalty: 5479.253418
	Iteration 46Q: 3 clusters Score -8175496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8175494.500000 Penalty: 5479.253418
	Iteration 47Q: 3 clusters Score -8175494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8175490.000000 Penalty: 5479.253418
	Iteration 48Q: 3 clusters Score -8175490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8175488.000000 Penalty: 5479.253418
	Iteration 49Q: 3 clusters Score -8175488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -8175488.000000 Penalty: 5479.253418
	Iteration 50Q: 3 clusters Score -8175488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8175483.000000 Penalty: 5479.253418
	Iteration 51Q: 3 clusters Score -8175483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8175501.000000 Penalty: 5479.253418
	Iteration 52Q: 3 clusters Score -8175501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8175513.000000 Penalty: 5479.253418
	Iteration 53Q: 3 clusters Score -8175513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8175532.000000 Penalty: 5479.253418
	Iteration 54Q: 3 clusters Score -8175532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8175522.500000 Penalty: 5479.253418
	Iteration 55Q: 3 clusters Score -8175522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8175520.000000 Penalty: 5479.253418
	Iteration 56Q: 3 clusters Score -8175520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8175514.500000 Penalty: 5479.253418
	Iteration 57Q: 3 clusters Score -8175514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8175523.000000 Penalty: 5479.253418
	Iteration 58Q: 3 clusters Score -8175523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8175524.500000 Penalty: 5479.253418
	Iteration 59Q: 3 clusters Score -8175524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8175519.500000 Penalty: 5479.253418
	Iteration 60F: 3 clusters Score -8175520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8175526.000000 Penalty: 5479.253418
	Iteration 61Q: 3 clusters Score -8175526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8175534.500000 Penalty: 5479.253418
	Iteration 62Q: 3 clusters Score -8175534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8175523.500000 Penalty: 5479.253418
	Iteration 63Q: 3 clusters Score -8175524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8175518.500000 Penalty: 5479.253418
	Iteration 64Q: 3 clusters Score -8175518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8175519.500000 Penalty: 5479.253418
	Iteration 65Q: 3 clusters Score -8175520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8175521.000000 Penalty: 5479.253418
	Iteration 66Q: 3 clusters Score -8175521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8175522.500000 Penalty: 5479.253418
	Iteration 67Q: 3 clusters Score -8175522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8175522.500000 Penalty: 5479.253418
	Iteration 68F: 3 clusters Score -8175522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193827 members 
Entering Unmasked Estep 
Score: -26161020.000000 Penalty: 3019.331055
	Iteration 0F: 2 clusters Score -2.616102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -26051142.000000 Penalty: 6038.662109
	Iteration 0F: 3 clusters Score -2.605114e+07 nChanged 93145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -26105432.000000 Penalty: 6038.662109
	Iteration 1F: 3 clusters Score -2.610543e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -26106974.000000 Penalty: 6038.662109
	Iteration 2Q: 3 clusters Score -2.610697e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -26109746.000000 Penalty: 6038.662109
	Iteration 3Q: 3 clusters Score -2.610975e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 122756 members 
Entering Unmasked Estep 
Score: -26114764.000000 Penalty: 6038.662109
	Iteration 4F: 3 clusters Score -2.611476e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -26123390.000000 Penalty: 6038.662109
	Iteration 5F: 3 clusters Score -2.612339e+07 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 152925 members 
Entering Unmasked Estep 
Score: -26136758.000000 Penalty: 6038.662109
	Iteration 6F: 3 clusters Score -2.613676e+07 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -26148672.000000 Penalty: 6038.662109
	Iteration 7F: 3 clusters Score -2.614867e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -26154998.000000 Penalty: 6038.662109
	Iteration 8F: 3 clusters Score -2.6155e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 189504 members 
Entering Unmasked Estep 
Score: -26157126.000000 Penalty: 6038.662109
	Iteration 9Q: 3 clusters Score -2.615713e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 192168 members 
Entering Unmasked Estep 
Score: -26157904.000000 Penalty: 6038.662109
	Iteration 10Q: 3 clusters Score -2.61579e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 193082 members 
Entering Unmasked Estep 
Score: -26158212.000000 Penalty: 6038.662109
	Iteration 11Q: 3 clusters Score -2.615821e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 193353 members 
Entering Unmasked Estep 
Score: -26158304.000000 Penalty: 6038.662109
	Iteration 12Q: 3 clusters Score -2.61583e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -26158336.000000 Penalty: 6038.662109
	Iteration 13Q: 3 clusters Score -2.615834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193503 members 
Entering Unmasked Estep 
Score: -26158386.000000 Penalty: 6038.662109
	Iteration 14Q: 3 clusters Score -2.615839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -26158418.000000 Penalty: 6038.662109
	Iteration 15Q: 3 clusters Score -2.615842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
Score: -26158442.000000 Penalty: 6038.662109
	Iteration 16Q: 3 clusters Score -2.615844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 193530 members 
Entering Unmasked Estep 
Score: -26158480.000000 Penalty: 6038.662109
	Iteration 17Q: 3 clusters Score -2.615848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193536 members 
Entering Unmasked Estep 
Score: -26158508.000000 Penalty: 6038.662109
	Iteration 18Q: 3 clusters Score -2.615851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 193537 members 
Entering Unmasked Estep 
Score: -26158516.000000 Penalty: 6038.662109
	Iteration 19Q: 3 clusters Score -2.615852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -26158512.000000 Penalty: 6038.662109
	Iteration 20F: 3 clusters Score -2.615851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -26158518.000000 Penalty: 6038.662109
	Iteration 21Q: 3 clusters Score -2.615852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193544 members 
Entering Unmasked Estep 
Score: -26158524.000000 Penalty: 6038.662109
	Iteration 22Q: 3 clusters Score -2.615852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193544 members 
Entering Unmasked Estep 
Score: -26158524.000000 Penalty: 6038.662109
	Iteration 23F: 3 clusters Score -2.615852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Entering Unmasked Estep 
Score: -22605934.000000 Penalty: 2985.134033
	Iteration 0F: 2 clusters Score -2.260593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -22495562.000000 Penalty: 5970.268066
	Iteration 0F: 3 clusters Score -2.249556e+07 nChanged 81001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -22542224.000000 Penalty: 5970.268066
	Iteration 1F: 3 clusters Score -2.254222e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -22543006.000000 Penalty: 5970.268066
	Iteration 2Q: 3 clusters Score -2.254301e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -22544268.000000 Penalty: 5970.268066
	Iteration 3Q: 3 clusters Score -2.254427e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -22546224.000000 Penalty: 5970.268066
	Iteration 4Q: 3 clusters Score -2.254622e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -22549850.000000 Penalty: 5970.268066
	Iteration 5Q: 3 clusters Score -2.254985e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -22556590.000000 Penalty: 5970.268066
	Iteration 6F: 3 clusters Score -2.255659e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -22567968.000000 Penalty: 5970.268066
	Iteration 7F: 3 clusters Score -2.256797e+07 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -22582884.000000 Penalty: 5970.268066
	Iteration 8F: 3 clusters Score -2.258288e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -22596840.000000 Penalty: 5970.268066
	Iteration 9F: 3 clusters Score -2.259684e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 131821 members 
Entering Unmasked Estep 
Score: -22602272.000000 Penalty: 5970.268066
	Iteration 10Q: 3 clusters Score -2.260227e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 132831 members 
Entering Unmasked Estep 
Score: -22603390.000000 Penalty: 5970.268066
	Iteration 11Q: 3 clusters Score -2.260339e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -22603872.000000 Penalty: 5970.268066
	Iteration 12Q: 3 clusters Score -2.260387e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 134276 members 
Entering Unmasked Estep 
Score: -22604080.000000 Penalty: 5970.268066
	Iteration 13Q: 3 clusters Score -2.260408e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 134911 members 
Entering Unmasked Estep 
Score: -22604352.000000 Penalty: 5970.268066
	Iteration 14Q: 3 clusters Score -2.260435e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 135553 members 
Entering Unmasked Estep 
Score: -22604530.000000 Penalty: 5970.268066
	Iteration 15Q: 3 clusters Score -2.260453e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -22604784.000000 Penalty: 5970.268066
	Iteration 16Q: 3 clusters Score -2.260478e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 136929 members 
Entering Unmasked Estep 
Score: -22604876.000000 Penalty: 5970.268066
	Iteration 17Q: 3 clusters Score -2.260488e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 137663 members 
Entering Unmasked Estep 
Score: -22604932.000000 Penalty: 5970.268066
	Iteration 18Q: 3 clusters Score -2.260493e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -22605096.000000 Penalty: 5970.268066
	Iteration 19Q: 3 clusters Score -2.26051e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -22605318.000000 Penalty: 5970.268066
	Iteration 20F: 3 clusters Score -2.260532e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -22605438.000000 Penalty: 5970.268066
	Iteration 21Q: 3 clusters Score -2.260544e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -22605634.000000 Penalty: 5970.268066
	Iteration 22Q: 3 clusters Score -2.260563e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -22605722.000000 Penalty: 5970.268066
	Iteration 23Q: 3 clusters Score -2.260572e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -22605900.000000 Penalty: 5970.268066
	Iteration 24Q: 3 clusters Score -2.26059e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -22606154.000000 Penalty: 5970.268066
	Iteration 25Q: 3 clusters Score -2.260615e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 144724 members 
Entering Unmasked Estep 
Score: -22606198.000000 Penalty: 5970.268066
	Iteration 26Q: 3 clusters Score -2.26062e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -22606304.000000 Penalty: 5970.268066
	Iteration 27Q: 3 clusters Score -2.26063e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -22606396.000000 Penalty: 5970.268066
	Iteration 28Q: 3 clusters Score -2.26064e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -22606576.000000 Penalty: 5970.268066
	Iteration 29Q: 3 clusters Score -2.260658e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 148645 members 
Entering Unmasked Estep 
Score: -22606580.000000 Penalty: 5970.268066
	Iteration 30Q: 3 clusters Score -2.260658e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -22606576.000000 Penalty: 5970.268066
	Iteration 31Q: 3 clusters Score -2.260658e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 150454 members 
Entering Unmasked Estep 
Score: -22606776.000000 Penalty: 5970.268066
	Iteration 32Q: 3 clusters Score -2.260678e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 151275 members 
Entering Unmasked Estep 
Score: -22606746.000000 Penalty: 5970.268066
	Iteration 33Q: 3 clusters Score -2.260675e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -22606722.000000 Penalty: 5970.268066
	Iteration 34Q: 3 clusters Score -2.260672e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -22606696.000000 Penalty: 5970.268066
	Iteration 35Q: 3 clusters Score -2.26067e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -22606662.000000 Penalty: 5970.268066
	Iteration 36Q: 3 clusters Score -2.260666e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -22606588.000000 Penalty: 5970.268066
	Iteration 37Q: 3 clusters Score -2.260659e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -22606506.000000 Penalty: 5970.268066
	Iteration 38Q: 3 clusters Score -2.260651e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -22606474.000000 Penalty: 5970.268066
	Iteration 39Q: 3 clusters Score -2.260647e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -22606582.000000 Penalty: 5970.268066
	Iteration 40F: 3 clusters Score -2.260658e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -22606512.000000 Penalty: 5970.268066
	Iteration 41Q: 3 clusters Score -2.260651e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -22606492.000000 Penalty: 5970.268066
	Iteration 42Q: 3 clusters Score -2.260649e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 157253 members 
Entering Unmasked Estep 
Score: -22606464.000000 Penalty: 5970.268066
	Iteration 43Q: 3 clusters Score -2.260646e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -22606492.000000 Penalty: 5970.268066
	Iteration 44Q: 3 clusters Score -2.260649e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 158132 members 
Entering Unmasked Estep 
Score: -22606454.000000 Penalty: 5970.268066
	Iteration 45Q: 3 clusters Score -2.260645e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -22606404.000000 Penalty: 5970.268066
	Iteration 46Q: 3 clusters Score -2.26064e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -22606416.000000 Penalty: 5970.268066
	Iteration 47Q: 3 clusters Score -2.260642e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -22606300.000000 Penalty: 5970.268066
	Iteration 48Q: 3 clusters Score -2.26063e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -22606294.000000 Penalty: 5970.268066
	Iteration 49Q: 3 clusters Score -2.260629e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -22606258.000000 Penalty: 5970.268066
	Iteration 50Q: 3 clusters Score -2.260626e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -22606214.000000 Penalty: 5970.268066
	Iteration 51Q: 3 clusters Score -2.260621e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -22606178.000000 Penalty: 5970.268066
	Iteration 52Q: 3 clusters Score -2.260618e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -22606114.000000 Penalty: 5970.268066
	Iteration 53Q: 3 clusters Score -2.260611e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -22606122.000000 Penalty: 5970.268066
	Iteration 54Q: 3 clusters Score -2.260612e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -22606022.000000 Penalty: 5970.268066
	Iteration 55Q: 3 clusters Score -2.260602e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 161453 members 
Entering Unmasked Estep 
Score: -22605956.000000 Penalty: 5970.268066
	Iteration 56Q: 3 clusters Score -2.260596e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 161690 members 
Entering Unmasked Estep 
Score: -22605920.000000 Penalty: 5970.268066
	Iteration 57Q: 3 clusters Score -2.260592e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -22605934.000000 Penalty: 5970.268066
	Iteration 58Q: 3 clusters Score -2.260593e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 162075 members 
Entering Unmasked Estep 
Score: -22605880.000000 Penalty: 5970.268066
	Iteration 59Q: 3 clusters Score -2.260588e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 162275 members 
Entering Unmasked Estep 
Score: -22605852.000000 Penalty: 5970.268066
	Iteration 60F: 3 clusters Score -2.260585e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -22605780.000000 Penalty: 5970.268066
	Iteration 61Q: 3 clusters Score -2.260578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -22605718.000000 Penalty: 5970.268066
	Iteration 62Q: 3 clusters Score -2.260572e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -22605670.000000 Penalty: 5970.268066
	Iteration 63Q: 3 clusters Score -2.260567e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -22605674.000000 Penalty: 5970.268066
	Iteration 64Q: 3 clusters Score -2.260567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -22605624.000000 Penalty: 5970.268066
	Iteration 65Q: 3 clusters Score -2.260562e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -22605562.000000 Penalty: 5970.268066
	Iteration 66Q: 3 clusters Score -2.260556e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -22605548.000000 Penalty: 5970.268066
	Iteration 67Q: 3 clusters Score -2.260555e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -22605504.000000 Penalty: 5970.268066
	Iteration 68Q: 3 clusters Score -2.26055e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -22605458.000000 Penalty: 5970.268066
	Iteration 69Q: 3 clusters Score -2.260546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -22605448.000000 Penalty: 5970.268066
	Iteration 70Q: 3 clusters Score -2.260545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -22605438.000000 Penalty: 5970.268066
	Iteration 71Q: 3 clusters Score -2.260544e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -22605436.000000 Penalty: 5970.268066
	Iteration 72Q: 3 clusters Score -2.260544e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -22605442.000000 Penalty: 5970.268066
	Iteration 73Q: 3 clusters Score -2.260544e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22605370.000000 Penalty: 5970.268066
	Iteration 74Q: 3 clusters Score -2.260537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -22605360.000000 Penalty: 5970.268066
	Iteration 75Q: 3 clusters Score -2.260536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -22605356.000000 Penalty: 5970.268066
	Iteration 76Q: 3 clusters Score -2.260536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -22605340.000000 Penalty: 5970.268066
	Iteration 77Q: 3 clusters Score -2.260534e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -22605326.000000 Penalty: 5970.268066
	Iteration 78Q: 3 clusters Score -2.260533e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -22605326.000000 Penalty: 5970.268066
	Iteration 79Q: 3 clusters Score -2.260533e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -22605304.000000 Penalty: 5970.268066
	Iteration 80F: 3 clusters Score -2.26053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -22605288.000000 Penalty: 5970.268066
	Iteration 81Q: 3 clusters Score -2.260529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 164280 members 
Entering Unmasked Estep 
Score: -22605286.000000 Penalty: 5970.268066
	Iteration 82Q: 3 clusters Score -2.260529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -22605282.000000 Penalty: 5970.268066
	Iteration 83Q: 3 clusters Score -2.260528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -22605288.000000 Penalty: 5970.268066
	Iteration 84Q: 3 clusters Score -2.260529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -22605266.000000 Penalty: 5970.268066
	Iteration 85Q: 3 clusters Score -2.260527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 164430 members 
Entering Unmasked Estep 
Score: -22605248.000000 Penalty: 5970.268066
	Iteration 86Q: 3 clusters Score -2.260525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -22605232.000000 Penalty: 5970.268066
	Iteration 87Q: 3 clusters Score -2.260523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -22605212.000000 Penalty: 5970.268066
	Iteration 88Q: 3 clusters Score -2.260521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -22605204.000000 Penalty: 5970.268066
	Iteration 89Q: 3 clusters Score -2.26052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -22605190.000000 Penalty: 5970.268066
	Iteration 90Q: 3 clusters Score -2.260519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 164608 members 
Entering Unmasked Estep 
Score: -22605198.000000 Penalty: 5970.268066
	Iteration 91Q: 3 clusters Score -2.26052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -22605148.000000 Penalty: 5970.268066
	Iteration 92Q: 3 clusters Score -2.260515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -22605146.000000 Penalty: 5970.268066
	Iteration 93Q: 3 clusters Score -2.260515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -22605130.000000 Penalty: 5970.268066
	Iteration 94Q: 3 clusters Score -2.260513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 164708 members 
Entering Unmasked Estep 
Score: -22605122.000000 Penalty: 5970.268066
	Iteration 95Q: 3 clusters Score -2.260512e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -22605124.000000 Penalty: 5970.268066
	Iteration 96Q: 3 clusters Score -2.260512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -22605132.000000 Penalty: 5970.268066
	Iteration 97Q: 3 clusters Score -2.260513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -22605110.000000 Penalty: 5970.268066
	Iteration 98Q: 3 clusters Score -2.260511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -22605102.000000 Penalty: 5970.268066
	Iteration 99Q: 3 clusters Score -2.26051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -22605096.000000 Penalty: 5970.268066
	Iteration 100F: 3 clusters Score -2.26051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -22605084.000000 Penalty: 5970.268066
	Iteration 101Q: 3 clusters Score -2.260508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -22605068.000000 Penalty: 5970.268066
	Iteration 102Q: 3 clusters Score -2.260507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 164945 members 
Entering Unmasked Estep 
Score: -22605042.000000 Penalty: 5970.268066
	Iteration 103Q: 3 clusters Score -2.260504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -22605064.000000 Penalty: 5970.268066
	Iteration 104Q: 3 clusters Score -2.260506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -22605060.000000 Penalty: 5970.268066
	Iteration 105Q: 3 clusters Score -2.260506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 165043 members 
Entering Unmasked Estep 
Score: -22605060.000000 Penalty: 5970.268066
	Iteration 106Q: 3 clusters Score -2.260506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -22605064.000000 Penalty: 5970.268066
	Iteration 107Q: 3 clusters Score -2.260506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -22605066.000000 Penalty: 5970.268066
	Iteration 108Q: 3 clusters Score -2.260507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 165154 members 
Entering Unmasked Estep 
Score: -22605100.000000 Penalty: 5970.268066
	Iteration 109Q: 3 clusters Score -2.26051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -22605092.000000 Penalty: 5970.268066
	Iteration 110Q: 3 clusters Score -2.260509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -22605100.000000 Penalty: 5970.268066
	Iteration 111Q: 3 clusters Score -2.26051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -22605068.000000 Penalty: 5970.268066
	Iteration 112Q: 3 clusters Score -2.260507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -22605066.000000 Penalty: 5970.268066
	Iteration 113Q: 3 clusters Score -2.260507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -22605064.000000 Penalty: 5970.268066
	Iteration 114Q: 3 clusters Score -2.260506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -22605092.000000 Penalty: 5970.268066
	Iteration 115Q: 3 clusters Score -2.260509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -22605066.000000 Penalty: 5970.268066
	Iteration 116Q: 3 clusters Score -2.260507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -22605042.000000 Penalty: 5970.268066
	Iteration 117Q: 3 clusters Score -2.260504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 165453 members 
Entering Unmasked Estep 
Score: -22605014.000000 Penalty: 5970.268066
	Iteration 118Q: 3 clusters Score -2.260501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -22605010.000000 Penalty: 5970.268066
	Iteration 119Q: 3 clusters Score -2.260501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -22605008.000000 Penalty: 5970.268066
	Iteration 120F: 3 clusters Score -2.260501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -22605020.000000 Penalty: 5970.268066
	Iteration 121Q: 3 clusters Score -2.260502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -22604996.000000 Penalty: 5970.268066
	Iteration 122Q: 3 clusters Score -2.2605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -22604982.000000 Penalty: 5970.268066
	Iteration 123Q: 3 clusters Score -2.260498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -22604984.000000 Penalty: 5970.268066
	Iteration 124Q: 3 clusters Score -2.260498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -22604964.000000 Penalty: 5970.268066
	Iteration 125Q: 3 clusters Score -2.260496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -22604964.000000 Penalty: 5970.268066
	Iteration 126Q: 3 clusters Score -2.260496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22604964.000000 Penalty: 5970.268066
	Iteration 127Q: 3 clusters Score -2.260496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -22604972.000000 Penalty: 5970.268066
	Iteration 128Q: 3 clusters Score -2.260497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 165665 members 
Entering Unmasked Estep 
Score: -22604972.000000 Penalty: 5970.268066
	Iteration 129Q: 3 clusters Score -2.260497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -22604944.000000 Penalty: 5970.268066
	Iteration 130Q: 3 clusters Score -2.260494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -22604942.000000 Penalty: 5970.268066
	Iteration 131Q: 3 clusters Score -2.260494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -22604948.000000 Penalty: 5970.268066
	Iteration 132Q: 3 clusters Score -2.260495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -22604936.000000 Penalty: 5970.268066
	Iteration 133Q: 3 clusters Score -2.260494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22604932.000000 Penalty: 5970.268066
	Iteration 134Q: 3 clusters Score -2.260493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -22604926.000000 Penalty: 5970.268066
	Iteration 135Q: 3 clusters Score -2.260493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 165749 members 
Entering Unmasked Estep 
Score: -22604932.000000 Penalty: 5970.268066
	Iteration 136Q: 3 clusters Score -2.260493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -22604938.000000 Penalty: 5970.268066
	Iteration 137Q: 3 clusters Score -2.260494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -22604924.000000 Penalty: 5970.268066
	Iteration 138Q: 3 clusters Score -2.260492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -22604930.000000 Penalty: 5970.268066
	Iteration 139Q: 3 clusters Score -2.260493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -22604918.000000 Penalty: 5970.268066
	Iteration 140F: 3 clusters Score -2.260492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -22604924.000000 Penalty: 5970.268066
	Iteration 141Q: 3 clusters Score -2.260492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -22604896.000000 Penalty: 5970.268066
	Iteration 142Q: 3 clusters Score -2.26049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -22604904.000000 Penalty: 5970.268066
	Iteration 143Q: 3 clusters Score -2.26049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 165862 members 
Entering Unmasked Estep 
Score: -22604916.000000 Penalty: 5970.268066
	Iteration 144Q: 3 clusters Score -2.260492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -22604930.000000 Penalty: 5970.268066
	Iteration 145Q: 3 clusters Score -2.260493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -22604930.000000 Penalty: 5970.268066
	Iteration 146Q: 3 clusters Score -2.260493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -22604930.000000 Penalty: 5970.268066
	Iteration 147Q: 3 clusters Score -2.260493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 165935 members 
Entering Unmasked Estep 
Score: -22604920.000000 Penalty: 5970.268066
	Iteration 148Q: 3 clusters Score -2.260492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -22604924.000000 Penalty: 5970.268066
	Iteration 149Q: 3 clusters Score -2.260492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -22604934.000000 Penalty: 5970.268066
	Iteration 150Q: 3 clusters Score -2.260493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -22604932.000000 Penalty: 5970.268066
	Iteration 151Q: 3 clusters Score -2.260493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -22604926.000000 Penalty: 5970.268066
	Iteration 152Q: 3 clusters Score -2.260493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 165988 members 
Entering Unmasked Estep 
Score: -22604926.000000 Penalty: 5970.268066
	Iteration 153Q: 3 clusters Score -2.260493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -22604938.000000 Penalty: 5970.268066
	Iteration 154Q: 3 clusters Score -2.260494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 166020 members 
Entering Unmasked Estep 
Score: -22604948.000000 Penalty: 5970.268066
	Iteration 155Q: 3 clusters Score -2.260495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 166029 members 
Entering Unmasked Estep 
Score: -22604940.000000 Penalty: 5970.268066
	Iteration 156Q: 3 clusters Score -2.260494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -22604924.000000 Penalty: 5970.268066
	Iteration 157Q: 3 clusters Score -2.260492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -22604938.000000 Penalty: 5970.268066
	Iteration 158Q: 3 clusters Score -2.260494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 166044 members 
Entering Unmasked Estep 
Score: -22604944.000000 Penalty: 5970.268066
	Iteration 159Q: 3 clusters Score -2.260494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -22604942.000000 Penalty: 5970.268066
	Iteration 160F: 3 clusters Score -2.260494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 166048 members 
Entering Unmasked Estep 
Score: -22604950.000000 Penalty: 5970.268066
	Iteration 161Q: 3 clusters Score -2.260495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
Score: -22604940.000000 Penalty: 5970.268066
	Iteration 162Q: 3 clusters Score -2.260494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 166053 members 
Entering Unmasked Estep 
Score: -22604944.000000 Penalty: 5970.268066
	Iteration 163Q: 3 clusters Score -2.260494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -22604936.000000 Penalty: 5970.268066
	Iteration 164Q: 3 clusters Score -2.260494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -22604942.000000 Penalty: 5970.268066
	Iteration 165Q: 3 clusters Score -2.260494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -22604942.000000 Penalty: 5970.268066
	Iteration 166F: 3 clusters Score -2.260494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -659090.375000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -659090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -654558.375000 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -654558.4 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -655779.875000 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -655779.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -656173.875000 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -656173.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -656510.937500 Penalty: 4240.535645
	Iteration 3F: 3 clusters Score -656510.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -656773.750000 Penalty: 4240.535645
	Iteration 4F: 3 clusters Score -656773.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -657003.000000 Penalty: 4240.535645
	Iteration 5F: 3 clusters Score -657003 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -657197.875000 Penalty: 4240.535645
	Iteration 6F: 3 clusters Score -657197.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -657324.625000 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -657324.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -657435.500000 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -657435.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -657524.312500 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -657524.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -657588.125000 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -657588.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -657633.875000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -657633.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -657668.125000 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -657668.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -657697.750000 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -657697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -657714.937500 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -657714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -657723.062500 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -657723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -657731.187500 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -657731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -657736.937500 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -657736.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -657743.062500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -657743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -657746.875000 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -657746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -657751.000000 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -657751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -657754.250000 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -657754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -657755.000000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -657755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -657760.187500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -657760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -657762.312500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -657762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -657763.937500 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -657763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -657765.375000 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -657765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -657765.125000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -657765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -657766.187500 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -657766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -657768.562500 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -657768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -657769.625000 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -657769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -657770.250000 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -657770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -657770.250000 Penalty: 4240.535645
	Iteration 32F: 3 clusters Score -657770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163281 members 
Entering Unmasked Estep 
Score: -22102120.000000 Penalty: 2976.800537
	Iteration 0F: 2 clusters Score -2.210212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -21997242.000000 Penalty: 5953.601074
	Iteration 0F: 3 clusters Score -2.199724e+07 nChanged 78348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -22042072.000000 Penalty: 5953.601074
	Iteration 1F: 3 clusters Score -2.204207e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -22043008.000000 Penalty: 5953.601074
	Iteration 2Q: 3 clusters Score -2.204301e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -22044020.000000 Penalty: 5953.601074
	Iteration 3Q: 3 clusters Score -2.204402e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -22045252.000000 Penalty: 5953.601074
	Iteration 4Q: 3 clusters Score -2.204525e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -22046938.000000 Penalty: 5953.601074
	Iteration 5Q: 3 clusters Score -2.204694e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -22049606.000000 Penalty: 5953.601074
	Iteration 6Q: 3 clusters Score -2.204961e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -22054078.000000 Penalty: 5953.601074
	Iteration 7F: 3 clusters Score -2.205408e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 113588 members 
Entering Unmasked Estep 
Score: -22061108.000000 Penalty: 5953.601074
	Iteration 8F: 3 clusters Score -2.206111e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -22070482.000000 Penalty: 5953.601074
	Iteration 9F: 3 clusters Score -2.207048e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 133667 members 
Entering Unmasked Estep 
Score: -22079836.000000 Penalty: 5953.601074
	Iteration 10F: 3 clusters Score -2.207984e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -22087636.000000 Penalty: 5953.601074
	Iteration 11Q: 3 clusters Score -2.208764e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 144886 members 
Entering Unmasked Estep 
Score: -22092590.000000 Penalty: 5953.601074
	Iteration 12Q: 3 clusters Score -2.209259e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -22095188.000000 Penalty: 5953.601074
	Iteration 13Q: 3 clusters Score -2.209519e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 150719 members 
Entering Unmasked Estep 
Score: -22096746.000000 Penalty: 5953.601074
	Iteration 14Q: 3 clusters Score -2.209675e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -22097696.000000 Penalty: 5953.601074
	Iteration 15Q: 3 clusters Score -2.20977e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -22098390.000000 Penalty: 5953.601074
	Iteration 16Q: 3 clusters Score -2.209839e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -22098768.000000 Penalty: 5953.601074
	Iteration 17Q: 3 clusters Score -2.209877e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -22099026.000000 Penalty: 5953.601074
	Iteration 18Q: 3 clusters Score -2.209903e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -22099314.000000 Penalty: 5953.601074
	Iteration 19Q: 3 clusters Score -2.209931e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -22099430.000000 Penalty: 5953.601074
	Iteration 20F: 3 clusters Score -2.209943e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -22099616.000000 Penalty: 5953.601074
	Iteration 21Q: 3 clusters Score -2.209962e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -22099652.000000 Penalty: 5953.601074
	Iteration 22Q: 3 clusters Score -2.209965e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -22099826.000000 Penalty: 5953.601074
	Iteration 23Q: 3 clusters Score -2.209983e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -22099820.000000 Penalty: 5953.601074
	Iteration 24Q: 3 clusters Score -2.209982e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -22099840.000000 Penalty: 5953.601074
	Iteration 25Q: 3 clusters Score -2.209984e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -22099828.000000 Penalty: 5953.601074
	Iteration 26Q: 3 clusters Score -2.209983e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -22099810.000000 Penalty: 5953.601074
	Iteration 27Q: 3 clusters Score -2.209981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
Score: -22099836.000000 Penalty: 5953.601074
	Iteration 28Q: 3 clusters Score -2.209984e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -22099846.000000 Penalty: 5953.601074
	Iteration 29Q: 3 clusters Score -2.209985e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -22099828.000000 Penalty: 5953.601074
	Iteration 30Q: 3 clusters Score -2.209983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 162602 members 
Entering Unmasked Estep 
Score: -22099874.000000 Penalty: 5953.601074
	Iteration 31Q: 3 clusters Score -2.209987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -22099886.000000 Penalty: 5953.601074
	Iteration 32Q: 3 clusters Score -2.209989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 162642 members 
Entering Unmasked Estep 
Score: -22099878.000000 Penalty: 5953.601074
	Iteration 33Q: 3 clusters Score -2.209988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -22099888.000000 Penalty: 5953.601074
	Iteration 34Q: 3 clusters Score -2.209989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -22099894.000000 Penalty: 5953.601074
	Iteration 35Q: 3 clusters Score -2.209989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -22099882.000000 Penalty: 5953.601074
	Iteration 36Q: 3 clusters Score -2.209988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -22099892.000000 Penalty: 5953.601074
	Iteration 37Q: 3 clusters Score -2.209989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 162682 members 
Entering Unmasked Estep 
Score: -22099890.000000 Penalty: 5953.601074
	Iteration 38Q: 3 clusters Score -2.209989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -22099890.000000 Penalty: 5953.601074
	Iteration 39Q: 3 clusters Score -2.209989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -22099890.000000 Penalty: 5953.601074
	Iteration 40F: 3 clusters Score -2.209989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Entering Unmasked Estep 
Score: -4483206.500000 Penalty: 2579.715576
	Iteration 0F: 2 clusters Score -4483206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4460675.000000 Penalty: 5159.431152
	Iteration 0F: 3 clusters Score -4460675 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4468957.000000 Penalty: 5159.431152
	Iteration 1F: 3 clusters Score -4468957 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4469397.500000 Penalty: 5159.431152
	Iteration 2Q: 3 clusters Score -4469398 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -4469826.000000 Penalty: 5159.431152
	Iteration 3Q: 3 clusters Score -4469826 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4470329.000000 Penalty: 5159.431152
	Iteration 4Q: 3 clusters Score -4470329 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4470966.500000 Penalty: 5159.431152
	Iteration 5Q: 3 clusters Score -4470966 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4471724.000000 Penalty: 5159.431152
	Iteration 6Q: 3 clusters Score -4471724 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -4472666.000000 Penalty: 5159.431152
	Iteration 7Q: 3 clusters Score -4472666 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4473740.500000 Penalty: 5159.431152
	Iteration 8Q: 3 clusters Score -4473740 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4474809.500000 Penalty: 5159.431152
	Iteration 9Q: 3 clusters Score -4474810 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4475884.000000 Penalty: 5159.431152
	Iteration 10Q: 3 clusters Score -4475884 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4476755.000000 Penalty: 5159.431152
	Iteration 11Q: 3 clusters Score -4476755 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4477375.000000 Penalty: 5159.431152
	Iteration 12Q: 3 clusters Score -4477375 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4477784.000000 Penalty: 5159.431152
	Iteration 13Q: 3 clusters Score -4477784 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4478042.000000 Penalty: 5159.431152
	Iteration 14Q: 3 clusters Score -4478042 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4478228.000000 Penalty: 5159.431152
	Iteration 15Q: 3 clusters Score -4478228 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4478409.500000 Penalty: 5159.431152
	Iteration 16Q: 3 clusters Score -4478410 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -4478565.500000 Penalty: 5159.431152
	Iteration 17Q: 3 clusters Score -4478566 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4478730.500000 Penalty: 5159.431152
	Iteration 18Q: 3 clusters Score -4478730 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4478898.500000 Penalty: 5159.431152
	Iteration 19Q: 3 clusters Score -4478898 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -4479043.500000 Penalty: 5159.431152
	Iteration 20F: 3 clusters Score -4479044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4479183.000000 Penalty: 5159.431152
	Iteration 21Q: 3 clusters Score -4479183 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4479345.500000 Penalty: 5159.431152
	Iteration 22Q: 3 clusters Score -4479346 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4479516.000000 Penalty: 5159.431152
	Iteration 23Q: 3 clusters Score -4479516 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4479661.000000 Penalty: 5159.431152
	Iteration 24Q: 3 clusters Score -4479661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4479814.000000 Penalty: 5159.431152
	Iteration 25Q: 3 clusters Score -4479814 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4479952.000000 Penalty: 5159.431152
	Iteration 26Q: 3 clusters Score -4479952 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4480097.000000 Penalty: 5159.431152
	Iteration 27Q: 3 clusters Score -4480097 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4480221.500000 Penalty: 5159.431152
	Iteration 28Q: 3 clusters Score -4480222 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4480328.500000 Penalty: 5159.431152
	Iteration 29Q: 3 clusters Score -4480328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4480421.000000 Penalty: 5159.431152
	Iteration 30Q: 3 clusters Score -4480421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4480524.500000 Penalty: 5159.431152
	Iteration 31Q: 3 clusters Score -4480524 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4480589.500000 Penalty: 5159.431152
	Iteration 32Q: 3 clusters Score -4480590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4480646.500000 Penalty: 5159.431152
	Iteration 33Q: 3 clusters Score -4480646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4480698.000000 Penalty: 5159.431152
	Iteration 34Q: 3 clusters Score -4480698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4480736.500000 Penalty: 5159.431152
	Iteration 35Q: 3 clusters Score -4480736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4480764.000000 Penalty: 5159.431152
	Iteration 36Q: 3 clusters Score -4480764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4480796.500000 Penalty: 5159.431152
	Iteration 37Q: 3 clusters Score -4480796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4480819.000000 Penalty: 5159.431152
	Iteration 38Q: 3 clusters Score -4480819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4480832.500000 Penalty: 5159.431152
	Iteration 39Q: 3 clusters Score -4480832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4480855.500000 Penalty: 5159.431152
	Iteration 40F: 3 clusters Score -4480856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4480865.500000 Penalty: 5159.431152
	Iteration 41Q: 3 clusters Score -4480866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4480872.500000 Penalty: 5159.431152
	Iteration 42Q: 3 clusters Score -4480872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4480880.500000 Penalty: 5159.431152
	Iteration 43Q: 3 clusters Score -4480880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4480897.000000 Penalty: 5159.431152
	Iteration 44Q: 3 clusters Score -4480897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4480899.500000 Penalty: 5159.431152
	Iteration 45Q: 3 clusters Score -4480900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4480906.500000 Penalty: 5159.431152
	Iteration 46Q: 3 clusters Score -4480906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4480914.500000 Penalty: 5159.431152
	Iteration 47Q: 3 clusters Score -4480914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4480925.000000 Penalty: 5159.431152
	Iteration 48Q: 3 clusters Score -4480925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4480934.000000 Penalty: 5159.431152
	Iteration 49Q: 3 clusters Score -4480934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4480950.000000 Penalty: 5159.431152
	Iteration 50Q: 3 clusters Score -4480950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -4480962.000000 Penalty: 5159.431152
	Iteration 51Q: 3 clusters Score -4480962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4480964.500000 Penalty: 5159.431152
	Iteration 52Q: 3 clusters Score -4480964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4480966.500000 Penalty: 5159.431152
	Iteration 53Q: 3 clusters Score -4480966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4480966.000000 Penalty: 5159.431152
	Iteration 54Q: 3 clusters Score -4480966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4480968.000000 Penalty: 5159.431152
	Iteration 55Q: 3 clusters Score -4480968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4480968.500000 Penalty: 5159.431152
	Iteration 56Q: 3 clusters Score -4480968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4480969.000000 Penalty: 5159.431152
	Iteration 57Q: 3 clusters Score -4480969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4480967.000000 Penalty: 5159.431152
	Iteration 58Q: 3 clusters Score -4480967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4480973.000000 Penalty: 5159.431152
	Iteration 59Q: 3 clusters Score -4480973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4480975.000000 Penalty: 5159.431152
	Iteration 60F: 3 clusters Score -4480975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4480973.500000 Penalty: 5159.431152
	Iteration 61Q: 3 clusters Score -4480974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4480973.000000 Penalty: 5159.431152
	Iteration 62Q: 3 clusters Score -4480973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4480979.500000 Penalty: 5159.431152
	Iteration 63Q: 3 clusters Score -4480980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4480981.500000 Penalty: 5159.431152
	Iteration 64Q: 3 clusters Score -4480982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4480986.000000 Penalty: 5159.431152
	Iteration 65Q: 3 clusters Score -4480986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4480985.000000 Penalty: 5159.431152
	Iteration 66Q: 3 clusters Score -4480985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4480986.500000 Penalty: 5159.431152
	Iteration 67Q: 3 clusters Score -4480986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4480987.000000 Penalty: 5159.431152
	Iteration 68Q: 3 clusters Score -4480987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4480989.500000 Penalty: 5159.431152
	Iteration 69Q: 3 clusters Score -4480990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4480993.500000 Penalty: 5159.431152
	Iteration 70Q: 3 clusters Score -4480994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4480993.500000 Penalty: 5159.431152
	Iteration 71F: 3 clusters Score -4480994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43189.378906 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43189.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43427.726562 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43427.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43481.683594 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -43481.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43517.664062 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43517.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43535.613281 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43535.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43556.679688 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43556.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43566.050781 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43566.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43585.457031 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43585.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43595.574219 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -43595.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43605.503906 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -43605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43611.480469 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -43611.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43623.753906 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -43623.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43633.175781 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -43633.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43649.269531 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -43649.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43658.867188 Penalty: 2957.935303
	Iteration 14Q: 3 clusters Score -43658.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43662.683594 Penalty: 2957.935303
	Iteration 15Q: 3 clusters Score -43662.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43673.179688 Penalty: 2957.935303
	Iteration 16Q: 3 clusters Score -43673.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43676.160156 Penalty: 2957.935303
	Iteration 17Q: 3 clusters Score -43676.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43681.019531 Penalty: 2957.935303
	Iteration 18Q: 3 clusters Score -43681.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43691.183594 Penalty: 2957.935303
	Iteration 19Q: 3 clusters Score -43691.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43696.179688 Penalty: 2957.935303
	Iteration 20F: 3 clusters Score -43696.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43698.468750 Penalty: 2957.935303
	Iteration 21Q: 3 clusters Score -43698.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43698.468750 Penalty: 2957.935303
	Iteration 22F: 3 clusters Score -43698.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180343 members 
Entering Unmasked Estep 
Score: -24238134.000000 Penalty: 3001.448730
	Iteration 0F: 2 clusters Score -2.423813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -24124106.000000 Penalty: 6002.897461
	Iteration 0F: 3 clusters Score -2.412411e+07 nChanged 86861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -24174436.000000 Penalty: 6002.897461
	Iteration 1F: 3 clusters Score -2.417444e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -24175452.000000 Penalty: 6002.897461
	Iteration 2Q: 3 clusters Score -2.417545e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -24176436.000000 Penalty: 6002.897461
	Iteration 3Q: 3 clusters Score -2.417644e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -24177788.000000 Penalty: 6002.897461
	Iteration 4Q: 3 clusters Score -2.417779e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -24179726.000000 Penalty: 6002.897461
	Iteration 5Q: 3 clusters Score -2.417973e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -24182660.000000 Penalty: 6002.897461
	Iteration 6Q: 3 clusters Score -2.418266e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
Score: -24187466.000000 Penalty: 6002.897461
	Iteration 7Q: 3 clusters Score -2.418747e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -24194310.000000 Penalty: 6002.897461
	Iteration 8F: 3 clusters Score -2.419431e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -24203138.000000 Penalty: 6002.897461
	Iteration 9F: 3 clusters Score -2.420314e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -24210584.000000 Penalty: 6002.897461
	Iteration 10F: 3 clusters Score -2.421058e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -24214760.000000 Penalty: 6002.897461
	Iteration 11F: 3 clusters Score -2.421476e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -24216424.000000 Penalty: 6002.897461
	Iteration 12Q: 3 clusters Score -2.421642e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -24217340.000000 Penalty: 6002.897461
	Iteration 13Q: 3 clusters Score -2.421734e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -24217928.000000 Penalty: 6002.897461
	Iteration 14Q: 3 clusters Score -2.421793e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -24218806.000000 Penalty: 6002.897461
	Iteration 15Q: 3 clusters Score -2.421881e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -24219526.000000 Penalty: 6002.897461
	Iteration 16Q: 3 clusters Score -2.421953e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -24220392.000000 Penalty: 6002.897461
	Iteration 17Q: 3 clusters Score -2.422039e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -24221002.000000 Penalty: 6002.897461
	Iteration 18Q: 3 clusters Score -2.4221e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -24221816.000000 Penalty: 6002.897461
	Iteration 19Q: 3 clusters Score -2.422182e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -24222732.000000 Penalty: 6002.897461
	Iteration 20F: 3 clusters Score -2.422273e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -24223836.000000 Penalty: 6002.897461
	Iteration 21Q: 3 clusters Score -2.422384e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -24224900.000000 Penalty: 6002.897461
	Iteration 22Q: 3 clusters Score -2.42249e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -24225968.000000 Penalty: 6002.897461
	Iteration 23Q: 3 clusters Score -2.422597e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -24227054.000000 Penalty: 6002.897461
	Iteration 24Q: 3 clusters Score -2.422705e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -24228022.000000 Penalty: 6002.897461
	Iteration 25Q: 3 clusters Score -2.422802e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -24229132.000000 Penalty: 6002.897461
	Iteration 26Q: 3 clusters Score -2.422913e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -24230268.000000 Penalty: 6002.897461
	Iteration 27Q: 3 clusters Score -2.423027e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -24231112.000000 Penalty: 6002.897461
	Iteration 28Q: 3 clusters Score -2.423111e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 147099 members 
Entering Unmasked Estep 
Score: -24231864.000000 Penalty: 6002.897461
	Iteration 29Q: 3 clusters Score -2.423186e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -24232538.000000 Penalty: 6002.897461
	Iteration 30Q: 3 clusters Score -2.423254e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -24233040.000000 Penalty: 6002.897461
	Iteration 31Q: 3 clusters Score -2.423304e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 155826 members 
Entering Unmasked Estep 
Score: -24233876.000000 Penalty: 6002.897461
	Iteration 32Q: 3 clusters Score -2.423388e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -24234518.000000 Penalty: 6002.897461
	Iteration 33Q: 3 clusters Score -2.423452e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -24235254.000000 Penalty: 6002.897461
	Iteration 34Q: 3 clusters Score -2.423525e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -24235774.000000 Penalty: 6002.897461
	Iteration 35Q: 3 clusters Score -2.423577e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -24236046.000000 Penalty: 6002.897461
	Iteration 36Q: 3 clusters Score -2.423605e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -24236280.000000 Penalty: 6002.897461
	Iteration 37Q: 3 clusters Score -2.423628e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -24236404.000000 Penalty: 6002.897461
	Iteration 38Q: 3 clusters Score -2.42364e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 169495 members 
Entering Unmasked Estep 
Score: -24236546.000000 Penalty: 6002.897461
	Iteration 39Q: 3 clusters Score -2.423655e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -24236950.000000 Penalty: 6002.897461
	Iteration 40F: 3 clusters Score -2.423695e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -24237168.000000 Penalty: 6002.897461
	Iteration 41Q: 3 clusters Score -2.423717e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 172602 members 
Entering Unmasked Estep 
Score: -24237208.000000 Penalty: 6002.897461
	Iteration 42Q: 3 clusters Score -2.423721e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -24237142.000000 Penalty: 6002.897461
	Iteration 43Q: 3 clusters Score -2.423714e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -24237192.000000 Penalty: 6002.897461
	Iteration 44Q: 3 clusters Score -2.423719e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -24237234.000000 Penalty: 6002.897461
	Iteration 45Q: 3 clusters Score -2.423723e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -24237302.000000 Penalty: 6002.897461
	Iteration 46Q: 3 clusters Score -2.42373e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -24237318.000000 Penalty: 6002.897461
	Iteration 47Q: 3 clusters Score -2.423732e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -24237336.000000 Penalty: 6002.897461
	Iteration 48Q: 3 clusters Score -2.423734e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -24237342.000000 Penalty: 6002.897461
	Iteration 49Q: 3 clusters Score -2.423734e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -24237358.000000 Penalty: 6002.897461
	Iteration 50Q: 3 clusters Score -2.423736e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -24237376.000000 Penalty: 6002.897461
	Iteration 51Q: 3 clusters Score -2.423738e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -24237322.000000 Penalty: 6002.897461
	Iteration 52Q: 3 clusters Score -2.423732e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -24237324.000000 Penalty: 6002.897461
	Iteration 53Q: 3 clusters Score -2.423732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -24237388.000000 Penalty: 6002.897461
	Iteration 54Q: 3 clusters Score -2.423739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -24237316.000000 Penalty: 6002.897461
	Iteration 55Q: 3 clusters Score -2.423732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -24237332.000000 Penalty: 6002.897461
	Iteration 56Q: 3 clusters Score -2.423733e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -24237344.000000 Penalty: 6002.897461
	Iteration 57Q: 3 clusters Score -2.423734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 177007 members 
Entering Unmasked Estep 
Score: -24237328.000000 Penalty: 6002.897461
	Iteration 58Q: 3 clusters Score -2.423733e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -24237302.000000 Penalty: 6002.897461
	Iteration 59Q: 3 clusters Score -2.42373e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -24237280.000000 Penalty: 6002.897461
	Iteration 60F: 3 clusters Score -2.423728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -24237288.000000 Penalty: 6002.897461
	Iteration 61Q: 3 clusters Score -2.423729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -24237262.000000 Penalty: 6002.897461
	Iteration 62Q: 3 clusters Score -2.423726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 177276 members 
Entering Unmasked Estep 
Score: -24237242.000000 Penalty: 6002.897461
	Iteration 63Q: 3 clusters Score -2.423724e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -24237220.000000 Penalty: 6002.897461
	Iteration 64Q: 3 clusters Score -2.423722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -24237190.000000 Penalty: 6002.897461
	Iteration 65Q: 3 clusters Score -2.423719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -24237210.000000 Penalty: 6002.897461
	Iteration 66Q: 3 clusters Score -2.423721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 177408 members 
Entering Unmasked Estep 
Score: -24237210.000000 Penalty: 6002.897461
	Iteration 67Q: 3 clusters Score -2.423721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -24237186.000000 Penalty: 6002.897461
	Iteration 68Q: 3 clusters Score -2.423719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -24237188.000000 Penalty: 6002.897461
	Iteration 69Q: 3 clusters Score -2.423719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -24237178.000000 Penalty: 6002.897461
	Iteration 70Q: 3 clusters Score -2.423718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 177492 members 
Entering Unmasked Estep 
Score: -24237192.000000 Penalty: 6002.897461
	Iteration 71Q: 3 clusters Score -2.423719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -24237196.000000 Penalty: 6002.897461
	Iteration 72Q: 3 clusters Score -2.42372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 177517 members 
Entering Unmasked Estep 
Score: -24237182.000000 Penalty: 6002.897461
	Iteration 73Q: 3 clusters Score -2.423718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -24237182.000000 Penalty: 6002.897461
	Iteration 74Q: 3 clusters Score -2.423718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 177533 members 
Entering Unmasked Estep 
Score: -24237164.000000 Penalty: 6002.897461
	Iteration 75Q: 3 clusters Score -2.423716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -24237172.000000 Penalty: 6002.897461
	Iteration 76Q: 3 clusters Score -2.423717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -24237174.000000 Penalty: 6002.897461
	Iteration 77Q: 3 clusters Score -2.423717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 177556 members 
Entering Unmasked Estep 
Score: -24237186.000000 Penalty: 6002.897461
	Iteration 78Q: 3 clusters Score -2.423719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 177562 members 
Entering Unmasked Estep 
Score: -24237174.000000 Penalty: 6002.897461
	Iteration 79Q: 3 clusters Score -2.423717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -24237200.000000 Penalty: 6002.897461
	Iteration 80F: 3 clusters Score -2.42372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 177583 members 
Entering Unmasked Estep 
Score: -24237176.000000 Penalty: 6002.897461
	Iteration 81Q: 3 clusters Score -2.423718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -24237184.000000 Penalty: 6002.897461
	Iteration 82Q: 3 clusters Score -2.423718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -24237178.000000 Penalty: 6002.897461
	Iteration 83Q: 3 clusters Score -2.423718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 177614 members 
Entering Unmasked Estep 
Score: -24237182.000000 Penalty: 6002.897461
	Iteration 84Q: 3 clusters Score -2.423718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 177619 members 
Entering Unmasked Estep 
Score: -24237176.000000 Penalty: 6002.897461
	Iteration 85Q: 3 clusters Score -2.423718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -24237174.000000 Penalty: 6002.897461
	Iteration 86Q: 3 clusters Score -2.423717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 177625 members 
Entering Unmasked Estep 
Score: -24237192.000000 Penalty: 6002.897461
	Iteration 87Q: 3 clusters Score -2.423719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -24237190.000000 Penalty: 6002.897461
	Iteration 88Q: 3 clusters Score -2.423719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -24237214.000000 Penalty: 6002.897461
	Iteration 89Q: 3 clusters Score -2.423721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 177633 members 
Entering Unmasked Estep 
Score: -24237200.000000 Penalty: 6002.897461
	Iteration 90Q: 3 clusters Score -2.42372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -24237220.000000 Penalty: 6002.897461
	Iteration 91Q: 3 clusters Score -2.423722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 177643 members 
Entering Unmasked Estep 
Score: -24237212.000000 Penalty: 6002.897461
	Iteration 92Q: 3 clusters Score -2.423721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -24237214.000000 Penalty: 6002.897461
	Iteration 93Q: 3 clusters Score -2.423721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 177658 members 
Entering Unmasked Estep 
Score: -24237176.000000 Penalty: 6002.897461
	Iteration 94Q: 3 clusters Score -2.423718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 177668 members 
Entering Unmasked Estep 
Score: -24237206.000000 Penalty: 6002.897461
	Iteration 95Q: 3 clusters Score -2.423721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -24237182.000000 Penalty: 6002.897461
	Iteration 96Q: 3 clusters Score -2.423718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 177676 members 
Entering Unmasked Estep 
Score: -24237190.000000 Penalty: 6002.897461
	Iteration 97Q: 3 clusters Score -2.423719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -24237180.000000 Penalty: 6002.897461
	Iteration 98Q: 3 clusters Score -2.423718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 177678 members 
Entering Unmasked Estep 
Score: -24237184.000000 Penalty: 6002.897461
	Iteration 99Q: 3 clusters Score -2.423718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -24237180.000000 Penalty: 6002.897461
	Iteration 100F: 3 clusters Score -2.423718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157507.500000 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155361.390625 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155361.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155749.093750 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155749.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155956.421875 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -155956.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156373.078125 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -156373.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -157122.500000 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -157122.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157495.859375 Penalty: 3548.301514
	Iteration 5F: 3 clusters Score -157495.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -157645.125000 Penalty: 3548.301514
	Iteration 6F: 3 clusters Score -157645.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -157775.296875 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -157775.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157955.796875 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -157955.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -157999.312500 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -157999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -158019.562500 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -158019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -158032.796875 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -158032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -158036.140625 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -158036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -158037.437500 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -158037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -158037.437500 Penalty: 3548.301514
	Iteration 14F: 3 clusters Score -158037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164734 members 
Mstep: Class 3 contains 137848 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62748 members 
Mstep: Class 10 contains 193827 members 
Mstep: Class 11 contains 168861 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180343 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 151956 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 296 members 
Entering Unmasked Estep 
Score: -180323008.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180323968.000000 to -180323008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (151956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Entering Unmasked Estep 
Score: -20533866.000000 Penalty: 2958.973877
	Iteration 0F: 2 clusters Score -2.053387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -20433256.000000 Penalty: 5917.947754
	Iteration 0F: 3 clusters Score -2.043326e+07 nChanged 72842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -20476126.000000 Penalty: 5917.947754
	Iteration 1F: 3 clusters Score -2.047613e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -20477594.000000 Penalty: 5917.947754
	Iteration 2Q: 3 clusters Score -2.047759e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -20479480.000000 Penalty: 5917.947754
	Iteration 3Q: 3 clusters Score -2.047948e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -20481630.000000 Penalty: 5917.947754
	Iteration 4Q: 3 clusters Score -2.048163e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -20484240.000000 Penalty: 5917.947754
	Iteration 5Q: 3 clusters Score -2.048424e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -20487746.000000 Penalty: 5917.947754
	Iteration 6Q: 3 clusters Score -2.048775e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -20492320.000000 Penalty: 5917.947754
	Iteration 7F: 3 clusters Score -2.049232e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -20498314.000000 Penalty: 5917.947754
	Iteration 8F: 3 clusters Score -2.049831e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -20504928.000000 Penalty: 5917.947754
	Iteration 9F: 3 clusters Score -2.050493e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -20510358.000000 Penalty: 5917.947754
	Iteration 10F: 3 clusters Score -2.051036e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -20513572.000000 Penalty: 5917.947754
	Iteration 11Q: 3 clusters Score -2.051357e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -20515046.000000 Penalty: 5917.947754
	Iteration 12Q: 3 clusters Score -2.051505e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -20515924.000000 Penalty: 5917.947754
	Iteration 13Q: 3 clusters Score -2.051592e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -20516706.000000 Penalty: 5917.947754
	Iteration 14Q: 3 clusters Score -2.051671e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -20517506.000000 Penalty: 5917.947754
	Iteration 15Q: 3 clusters Score -2.051751e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -20518332.000000 Penalty: 5917.947754
	Iteration 16Q: 3 clusters Score -2.051833e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115530 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -20519112.000000 Penalty: 5917.947754
	Iteration 17Q: 3 clusters Score -2.051911e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -20519934.000000 Penalty: 5917.947754
	Iteration 18Q: 3 clusters Score -2.051993e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -20520598.000000 Penalty: 5917.947754
	Iteration 19Q: 3 clusters Score -2.05206e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -20521280.000000 Penalty: 5917.947754
	Iteration 20F: 3 clusters Score -2.052128e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -20521856.000000 Penalty: 5917.947754
	Iteration 21Q: 3 clusters Score -2.052186e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -20522546.000000 Penalty: 5917.947754
	Iteration 22Q: 3 clusters Score -2.052255e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -20523092.000000 Penalty: 5917.947754
	Iteration 23Q: 3 clusters Score -2.052309e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -20523616.000000 Penalty: 5917.947754
	Iteration 24Q: 3 clusters Score -2.052362e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -20524020.000000 Penalty: 5917.947754
	Iteration 25Q: 3 clusters Score -2.052402e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -20524350.000000 Penalty: 5917.947754
	Iteration 26Q: 3 clusters Score -2.052435e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -20524722.000000 Penalty: 5917.947754
	Iteration 27Q: 3 clusters Score -2.052472e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -20525130.000000 Penalty: 5917.947754
	Iteration 28Q: 3 clusters Score -2.052513e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -20525486.000000 Penalty: 5917.947754
	Iteration 29Q: 3 clusters Score -2.052549e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135149 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -20525854.000000 Penalty: 5917.947754
	Iteration 30Q: 3 clusters Score -2.052585e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -20526274.000000 Penalty: 5917.947754
	Iteration 31Q: 3 clusters Score -2.052627e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -20526656.000000 Penalty: 5917.947754
	Iteration 32Q: 3 clusters Score -2.052666e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138409 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -20526884.000000 Penalty: 5917.947754
	Iteration 33Q: 3 clusters Score -2.052688e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -20527240.000000 Penalty: 5917.947754
	Iteration 34Q: 3 clusters Score -2.052724e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -20527526.000000 Penalty: 5917.947754
	Iteration 35Q: 3 clusters Score -2.052753e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -20527812.000000 Penalty: 5917.947754
	Iteration 36Q: 3 clusters Score -2.052781e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -20528024.000000 Penalty: 5917.947754
	Iteration 37Q: 3 clusters Score -2.052802e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -20528346.000000 Penalty: 5917.947754
	Iteration 38Q: 3 clusters Score -2.052835e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143885 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -20528586.000000 Penalty: 5917.947754
	Iteration 39Q: 3 clusters Score -2.052859e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -20528828.000000 Penalty: 5917.947754
	Iteration 40F: 3 clusters Score -2.052883e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145441 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -20529104.000000 Penalty: 5917.947754
	Iteration 41Q: 3 clusters Score -2.05291e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -20529368.000000 Penalty: 5917.947754
	Iteration 42Q: 3 clusters Score -2.052937e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146769 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -20529616.000000 Penalty: 5917.947754
	Iteration 43Q: 3 clusters Score -2.052962e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -20529868.000000 Penalty: 5917.947754
	Iteration 44Q: 3 clusters Score -2.052987e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20530076.000000 Penalty: 5917.947754
	Iteration 45Q: 3 clusters Score -2.053008e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -20530318.000000 Penalty: 5917.947754
	Iteration 46Q: 3 clusters Score -2.053032e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -20530490.000000 Penalty: 5917.947754
	Iteration 47Q: 3 clusters Score -2.053049e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20530704.000000 Penalty: 5917.947754
	Iteration 48Q: 3 clusters Score -2.05307e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20530820.000000 Penalty: 5917.947754
	Iteration 49Q: 3 clusters Score -2.053082e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20530934.000000 Penalty: 5917.947754
	Iteration 50Q: 3 clusters Score -2.053093e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20530980.000000 Penalty: 5917.947754
	Iteration 51Q: 3 clusters Score -2.053098e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20531052.000000 Penalty: 5917.947754
	Iteration 52Q: 3 clusters Score -2.053105e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20531114.000000 Penalty: 5917.947754
	Iteration 53Q: 3 clusters Score -2.053111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20531144.000000 Penalty: 5917.947754
	Iteration 54Q: 3 clusters Score -2.053114e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -20531202.000000 Penalty: 5917.947754
	Iteration 55Q: 3 clusters Score -2.05312e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20531204.000000 Penalty: 5917.947754
	Iteration 56Q: 3 clusters Score -2.05312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20531234.000000 Penalty: 5917.947754
	Iteration 57Q: 3 clusters Score -2.053123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20531222.000000 Penalty: 5917.947754
	Iteration 58Q: 3 clusters Score -2.053122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20531242.000000 Penalty: 5917.947754
	Iteration 59Q: 3 clusters Score -2.053124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150619 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20531266.000000 Penalty: 5917.947754
	Iteration 60F: 3 clusters Score -2.053127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20531270.000000 Penalty: 5917.947754
	Iteration 61Q: 3 clusters Score -2.053127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20531280.000000 Penalty: 5917.947754
	Iteration 62Q: 3 clusters Score -2.053128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20531284.000000 Penalty: 5917.947754
	Iteration 63Q: 3 clusters Score -2.053128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20531318.000000 Penalty: 5917.947754
	Iteration 64Q: 3 clusters Score -2.053132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20531338.000000 Penalty: 5917.947754
	Iteration 65Q: 3 clusters Score -2.053134e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20531350.000000 Penalty: 5917.947754
	Iteration 66Q: 3 clusters Score -2.053135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20531358.000000 Penalty: 5917.947754
	Iteration 67Q: 3 clusters Score -2.053136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20531344.000000 Penalty: 5917.947754
	Iteration 68Q: 3 clusters Score -2.053134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20531374.000000 Penalty: 5917.947754
	Iteration 69Q: 3 clusters Score -2.053137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20531376.000000 Penalty: 5917.947754
	Iteration 70Q: 3 clusters Score -2.053138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -20531388.000000 Penalty: 5917.947754
	Iteration 71Q: 3 clusters Score -2.053139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150882 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20531388.000000 Penalty: 5917.947754
	Iteration 72Q: 3 clusters Score -2.053139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20531390.000000 Penalty: 5917.947754
	Iteration 73Q: 3 clusters Score -2.053139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20531412.000000 Penalty: 5917.947754
	Iteration 74Q: 3 clusters Score -2.053141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20531420.000000 Penalty: 5917.947754
	Iteration 75Q: 3 clusters Score -2.053142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20531410.000000 Penalty: 5917.947754
	Iteration 76Q: 3 clusters Score -2.053141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20531412.000000 Penalty: 5917.947754
	Iteration 77Q: 3 clusters Score -2.053141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20531412.000000 Penalty: 5917.947754
	Iteration 78Q: 3 clusters Score -2.053141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20531420.000000 Penalty: 5917.947754
	Iteration 79Q: 3 clusters Score -2.053142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20531434.000000 Penalty: 5917.947754
	Iteration 80F: 3 clusters Score -2.053143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20531426.000000 Penalty: 5917.947754
	Iteration 81Q: 3 clusters Score -2.053143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20531424.000000 Penalty: 5917.947754
	Iteration 82Q: 3 clusters Score -2.053142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150973 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20531422.000000 Penalty: 5917.947754
	Iteration 83Q: 3 clusters Score -2.053142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20531424.000000 Penalty: 5917.947754
	Iteration 84Q: 3 clusters Score -2.053142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20531420.000000 Penalty: 5917.947754
	Iteration 85Q: 3 clusters Score -2.053142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20531438.000000 Penalty: 5917.947754
	Iteration 86Q: 3 clusters Score -2.053144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -20531446.000000 Penalty: 5917.947754
	Iteration 87Q: 3 clusters Score -2.053145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20531438.000000 Penalty: 5917.947754
	Iteration 88Q: 3 clusters Score -2.053144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150996 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20531442.000000 Penalty: 5917.947754
	Iteration 89Q: 3 clusters Score -2.053144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20531430.000000 Penalty: 5917.947754
	Iteration 90Q: 3 clusters Score -2.053143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20531430.000000 Penalty: 5917.947754
	Iteration 91F: 3 clusters Score -2.053143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Entering Unmasked Estep 
Score: -4473519.500000 Penalty: 2589.585938
	Iteration 0F: 2 clusters Score -4473520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4450141.500000 Penalty: 5179.171875
	Iteration 0F: 3 clusters Score -4450142 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4458671.000000 Penalty: 5179.171875
	Iteration 1F: 3 clusters Score -4458671 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4459249.500000 Penalty: 5179.171875
	Iteration 2Q: 3 clusters Score -4459250 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4459842.500000 Penalty: 5179.171875
	Iteration 3Q: 3 clusters Score -4459842 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4460443.500000 Penalty: 5179.171875
	Iteration 4Q: 3 clusters Score -4460444 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4461204.500000 Penalty: 5179.171875
	Iteration 5Q: 3 clusters Score -4461204 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -4462152.000000 Penalty: 5179.171875
	Iteration 6Q: 3 clusters Score -4462152 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4463332.500000 Penalty: 5179.171875
	Iteration 7F: 3 clusters Score -4463332 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4464815.000000 Penalty: 5179.171875
	Iteration 8F: 3 clusters Score -4464815 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4466477.500000 Penalty: 5179.171875
	Iteration 9F: 3 clusters Score -4466478 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4468083.500000 Penalty: 5179.171875
	Iteration 10F: 3 clusters Score -4468084 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4469339.500000 Penalty: 5179.171875
	Iteration 11Q: 3 clusters Score -4469340 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4470206.000000 Penalty: 5179.171875
	Iteration 12Q: 3 clusters Score -4470206 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4470667.000000 Penalty: 5179.171875
	Iteration 13Q: 3 clusters Score -4470667 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4470958.500000 Penalty: 5179.171875
	Iteration 14Q: 3 clusters Score -4470958 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4471105.000000 Penalty: 5179.171875
	Iteration 15Q: 3 clusters Score -4471105 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4471190.500000 Penalty: 5179.171875
	Iteration 16Q: 3 clusters Score -4471190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4471247.000000 Penalty: 5179.171875
	Iteration 17Q: 3 clusters Score -4471247 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4471286.000000 Penalty: 5179.171875
	Iteration 18Q: 3 clusters Score -4471286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4471315.500000 Penalty: 5179.171875
	Iteration 19Q: 3 clusters Score -4471316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4471338.500000 Penalty: 5179.171875
	Iteration 20F: 3 clusters Score -4471338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4471371.000000 Penalty: 5179.171875
	Iteration 21Q: 3 clusters Score -4471371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4471388.000000 Penalty: 5179.171875
	Iteration 22Q: 3 clusters Score -4471388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4471395.000000 Penalty: 5179.171875
	Iteration 23Q: 3 clusters Score -4471395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4471409.000000 Penalty: 5179.171875
	Iteration 24Q: 3 clusters Score -4471409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4471412.500000 Penalty: 5179.171875
	Iteration 25Q: 3 clusters Score -4471412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4471414.500000 Penalty: 5179.171875
	Iteration 26Q: 3 clusters Score -4471414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4471416.500000 Penalty: 5179.171875
	Iteration 27Q: 3 clusters Score -4471416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4471422.500000 Penalty: 5179.171875
	Iteration 28Q: 3 clusters Score -4471422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4471419.500000 Penalty: 5179.171875
	Iteration 29Q: 3 clusters Score -4471420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4471419.500000 Penalty: 5179.171875
	Iteration 30Q: 3 clusters Score -4471420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4471419.500000 Penalty: 5179.171875
	Iteration 31F: 3 clusters Score -4471420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 147 members 
Entering Unmasked Estep 
Score: -32082.626953 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32082.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32218.974609 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32218.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32286.115234 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32286.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32324.482422 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32324.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32345.554688 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32345.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32352.228516 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32352.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32352.228516 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -32352.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 306 members 
Entering Unmasked Estep 
Score: -66346.937500 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66346.94 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66605.929688 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66605.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66722.890625 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66722.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66790.171875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66790.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66826.703125 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66826.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66841.179688 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66841.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66848.257812 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -66848.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66852.601562 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -66852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66857.156250 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -66857.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66862.695312 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -66862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66868.273438 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -66868.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66881.812500 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -66881.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66959.804688 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -66959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67083.757812 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -67083.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67120.523438 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -67120.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67142.632812 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -67142.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67155.726562 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -67155.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67164.335938 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -67164.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67179.492188 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -67179.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67195.257812 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -67195.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67202.546875 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -67202.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67221.820312 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -67221.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67236.585938 Penalty: 3158.620605
	Iteration 22Q: 3 clusters Score -67236.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67249.359375 Penalty: 3158.620605
	Iteration 23Q: 3 clusters Score -67249.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67267.640625 Penalty: 3158.620605
	Iteration 24Q: 3 clusters Score -67267.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67285.265625 Penalty: 3158.620605
	Iteration 25Q: 3 clusters Score -67285.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67315.648438 Penalty: 3158.620605
	Iteration 26Q: 3 clusters Score -67315.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67325.945312 Penalty: 3158.620605
	Iteration 27Q: 3 clusters Score -67325.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67330.851562 Penalty: 3158.620605
	Iteration 28Q: 3 clusters Score -67330.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67333.851562 Penalty: 3158.620605
	Iteration 29Q: 3 clusters Score -67333.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67335.007812 Penalty: 3158.620605
	Iteration 30Q: 3 clusters Score -67335.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67335.007812 Penalty: 3158.620605
	Iteration 31F: 3 clusters Score -67335.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50613.656250 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50613.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50722.125000 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50722.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50779.097656 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50801.832031 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50801.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50812.230469 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50812.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50821.527344 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50821.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50823.656250 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50823.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50826.390625 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -50826.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50826.390625 Penalty: 2986.427490
	Iteration 8F: 3 clusters Score -50826.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164734 members 
Mstep: Class 3 contains 137848 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62748 members 
Mstep: Class 10 contains 193827 members 
Mstep: Class 11 contains 168861 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32928 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180343 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151956 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 399Q: 23 clusters Score -1.80324e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164734 members 
Mstep: Class 3 contains 137849 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62747 members 
Mstep: Class 10 contains 193827 members 
Mstep: Class 11 contains 168861 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32929 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180342 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151954 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 400F: 23 clusters Score -1.803239e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164735 members 
Mstep: Class 3 contains 137849 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193826 members 
Mstep: Class 11 contains 168860 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32930 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180344 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151953 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 401Q: 23 clusters Score -1.80324e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164736 members 
Mstep: Class 3 contains 137848 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168862 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163285 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180344 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151950 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 402Q: 23 clusters Score -1.80324e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164736 members 
Mstep: Class 3 contains 137851 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168862 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180346 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151948 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 403Q: 23 clusters Score -1.80324e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164737 members 
Mstep: Class 3 contains 137851 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168860 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 404Q: 23 clusters Score -1.803239e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137851 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168858 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163286 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151941 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 405Q: 23 clusters Score -1.80324e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164740 members 
Mstep: Class 3 contains 137855 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193825 members 
Mstep: Class 11 contains 168855 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 406Q: 23 clusters Score -1.803239e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164740 members 
Mstep: Class 3 contains 137854 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193826 members 
Mstep: Class 11 contains 168852 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180349 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151943 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 407Q: 23 clusters Score -1.80324e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137853 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62747 members 
Mstep: Class 10 contains 193826 members 
Mstep: Class 11 contains 168849 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180350 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151943 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324032.000000 Penalty: 77098.109375
Iteration 408Q: 23 clusters Score -1.80324e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137853 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62747 members 
Mstep: Class 10 contains 193824 members 
Mstep: Class 11 contains 168845 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 409Q: 23 clusters Score -1.80324e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137853 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62747 members 
Mstep: Class 10 contains 193823 members 
Mstep: Class 11 contains 168844 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151946 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 410Q: 23 clusters Score -1.80324e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137855 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193823 members 
Mstep: Class 11 contains 168844 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151946 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 411Q: 23 clusters Score -1.803239e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164743 members 
Mstep: Class 3 contains 137855 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193823 members 
Mstep: Class 11 contains 168843 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 412Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164743 members 
Mstep: Class 3 contains 137856 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163292 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 413Q: 23 clusters Score -1.803239e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164743 members 
Mstep: Class 3 contains 137856 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168839 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163293 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 414Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137856 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168839 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163294 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 415Q: 23 clusters Score -1.803239e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137856 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163293 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 416Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164743 members 
Mstep: Class 3 contains 137856 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168841 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 417Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137857 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168842 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180347 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 418Q: 23 clusters Score -1.803239e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137859 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180346 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 419Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137859 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323824.000000 Penalty: 77098.109375
Iteration 420F: 23 clusters Score -1.803238e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137860 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323808.000000 Penalty: 77098.109375
Iteration 421Q: 23 clusters Score -1.803238e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137860 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180348 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 422Q: 23 clusters Score -1.803239e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164743 members 
Mstep: Class 3 contains 137862 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168840 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163285 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180349 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323904.000000 Penalty: 77098.109375
Iteration 423Q: 23 clusters Score -1.803239e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137866 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163285 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180350 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323840.000000 Penalty: 77098.109375
Iteration 424Q: 23 clusters Score -1.803238e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164738 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193822 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180352 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 425Q: 23 clusters Score -1.803239e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164738 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193819 members 
Mstep: Class 11 contains 168837 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180354 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 426Q: 23 clusters Score -1.803239e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164740 members 
Mstep: Class 3 contains 137874 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193818 members 
Mstep: Class 11 contains 168835 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180358 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 427Q: 23 clusters Score -1.80324e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164741 members 
Mstep: Class 3 contains 137874 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62745 members 
Mstep: Class 10 contains 193817 members 
Mstep: Class 11 contains 168832 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180361 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 428Q: 23 clusters Score -1.803239e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164742 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62744 members 
Mstep: Class 10 contains 193816 members 
Mstep: Class 11 contains 168828 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180363 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151941 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323840.000000 Penalty: 77098.109375
Iteration 429Q: 23 clusters Score -1.803238e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164744 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62743 members 
Mstep: Class 10 contains 193814 members 
Mstep: Class 11 contains 168833 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180364 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151941 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 430Q: 23 clusters Score -1.803239e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164746 members 
Mstep: Class 3 contains 137870 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62740 members 
Mstep: Class 10 contains 193814 members 
Mstep: Class 11 contains 168839 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163278 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180363 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151940 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323824.000000 Penalty: 77098.109375
Iteration 431Q: 23 clusters Score -1.803238e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164747 members 
Mstep: Class 3 contains 137872 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62740 members 
Mstep: Class 10 contains 193813 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163274 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180365 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151940 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323840.000000 Penalty: 77098.109375
Iteration 432Q: 23 clusters Score -1.803238e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164748 members 
Mstep: Class 3 contains 137870 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62739 members 
Mstep: Class 10 contains 193811 members 
Mstep: Class 11 contains 168838 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163275 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180365 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151940 members 
Mstep: Class 19 contains 34272 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323824.000000 Penalty: 77098.109375
Iteration 433Q: 23 clusters Score -1.803238e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164748 members 
Mstep: Class 3 contains 137871 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193811 members 
Mstep: Class 11 contains 168839 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163273 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180368 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151939 members 
Mstep: Class 19 contains 34272 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323840.000000 Penalty: 77098.109375
Iteration 434Q: 23 clusters Score -1.803238e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193812 members 
Mstep: Class 11 contains 168839 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163274 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180368 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 34272 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323904.000000 Penalty: 77098.109375
Iteration 435Q: 23 clusters Score -1.803239e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193813 members 
Mstep: Class 11 contains 168836 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163273 members 
Mstep: Class 14 contains 32933 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151939 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323904.000000 Penalty: 77098.109375
Iteration 436Q: 23 clusters Score -1.803239e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62736 members 
Mstep: Class 10 contains 193816 members 
Mstep: Class 11 contains 168834 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163273 members 
Mstep: Class 14 contains 32933 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151942 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 437Q: 23 clusters Score -1.80324e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62736 members 
Mstep: Class 10 contains 193818 members 
Mstep: Class 11 contains 168831 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 32933 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151939 members 
Mstep: Class 19 contains 34268 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 438Q: 23 clusters Score -1.803239e+08 nChanged 16
Entering ConstructFrom: 
Score: -180323920.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161125.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161125.5 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 623 members 
Entering Unmasked Estep 
Score: -159029.125000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -159029.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -159392.812500 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159392.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159503.687500 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159503.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159558.718750 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159558.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159612.671875 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159612.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159664.734375 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159664.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159692.859375 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159705.031250 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159717.375000 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159722.656250 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159728.390625 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159731.812500 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159734.187500 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159735.000000 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -159735.515625 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159736.031250 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -159736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -159736.953125 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -159737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -159736.953125 Penalty: 3550.236816
	Iteration 17F: 3 clusters Score -159737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Entering Unmasked Estep 
Score: -22208150.000000 Penalty: 2979.020264
	Iteration 0F: 2 clusters Score -2.220815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -22101036.000000 Penalty: 5958.040527
	Iteration 0F: 3 clusters Score -2.210104e+07 nChanged 78874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -22148214.000000 Penalty: 5958.040527
	Iteration 1F: 3 clusters Score -2.214821e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -22149710.000000 Penalty: 5958.040527
	Iteration 2Q: 3 clusters Score -2.214971e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -22151618.000000 Penalty: 5958.040527
	Iteration 3Q: 3 clusters Score -2.215162e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -22154620.000000 Penalty: 5958.040527
	Iteration 4Q: 3 clusters Score -2.215462e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -22158904.000000 Penalty: 5958.040527
	Iteration 5F: 3 clusters Score -2.21589e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -22165308.000000 Penalty: 5958.040527
	Iteration 6F: 3 clusters Score -2.216531e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -22173880.000000 Penalty: 5958.040527
	Iteration 7F: 3 clusters Score -2.217388e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -22182846.000000 Penalty: 5958.040527
	Iteration 8F: 3 clusters Score -2.218285e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -22191106.000000 Penalty: 5958.040527
	Iteration 9F: 3 clusters Score -2.219111e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -22197176.000000 Penalty: 5958.040527
	Iteration 10Q: 3 clusters Score -2.219718e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -22201062.000000 Penalty: 5958.040527
	Iteration 11Q: 3 clusters Score -2.220106e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -22203102.000000 Penalty: 5958.040527
	Iteration 12Q: 3 clusters Score -2.22031e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161273 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22204124.000000 Penalty: 5958.040527
	Iteration 13Q: 3 clusters Score -2.220412e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22204746.000000 Penalty: 5958.040527
	Iteration 14Q: 3 clusters Score -2.220475e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -22205142.000000 Penalty: 5958.040527
	Iteration 15Q: 3 clusters Score -2.220514e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22205360.000000 Penalty: 5958.040527
	Iteration 16Q: 3 clusters Score -2.220536e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22205480.000000 Penalty: 5958.040527
	Iteration 17Q: 3 clusters Score -2.220548e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163705 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22205566.000000 Penalty: 5958.040527
	Iteration 18Q: 3 clusters Score -2.220557e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22205594.000000 Penalty: 5958.040527
	Iteration 19Q: 3 clusters Score -2.220559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22205644.000000 Penalty: 5958.040527
	Iteration 20F: 3 clusters Score -2.220564e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163894 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22205670.000000 Penalty: 5958.040527
	Iteration 21Q: 3 clusters Score -2.220567e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -22205692.000000 Penalty: 5958.040527
	Iteration 22Q: 3 clusters Score -2.220569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22205716.000000 Penalty: 5958.040527
	Iteration 23Q: 3 clusters Score -2.220572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -22205726.000000 Penalty: 5958.040527
	Iteration 24Q: 3 clusters Score -2.220573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -22205752.000000 Penalty: 5958.040527
	Iteration 25Q: 3 clusters Score -2.220575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22205790.000000 Penalty: 5958.040527
	Iteration 26Q: 3 clusters Score -2.220579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164026 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22205786.000000 Penalty: 5958.040527
	Iteration 27Q: 3 clusters Score -2.220579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -22205806.000000 Penalty: 5958.040527
	Iteration 28Q: 3 clusters Score -2.220581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -22205812.000000 Penalty: 5958.040527
	Iteration 29Q: 3 clusters Score -2.220581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22205814.000000 Penalty: 5958.040527
	Iteration 30Q: 3 clusters Score -2.220581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22205820.000000 Penalty: 5958.040527
	Iteration 31Q: 3 clusters Score -2.220582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22205824.000000 Penalty: 5958.040527
	Iteration 32Q: 3 clusters Score -2.220582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22205816.000000 Penalty: 5958.040527
	Iteration 33Q: 3 clusters Score -2.220582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -22205802.000000 Penalty: 5958.040527
	Iteration 34Q: 3 clusters Score -2.22058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22205812.000000 Penalty: 5958.040527
	Iteration 35Q: 3 clusters Score -2.220581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22205810.000000 Penalty: 5958.040527
	Iteration 36Q: 3 clusters Score -2.220581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22205818.000000 Penalty: 5958.040527
	Iteration 37Q: 3 clusters Score -2.220582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22205834.000000 Penalty: 5958.040527
	Iteration 38Q: 3 clusters Score -2.220583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164053 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22205830.000000 Penalty: 5958.040527
	Iteration 39Q: 3 clusters Score -2.220583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164053 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22205846.000000 Penalty: 5958.040527
	Iteration 40F: 3 clusters Score -2.220585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22205842.000000 Penalty: 5958.040527
	Iteration 41Q: 3 clusters Score -2.220584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22205846.000000 Penalty: 5958.040527
	Iteration 42Q: 3 clusters Score -2.220585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -22205844.000000 Penalty: 5958.040527
	Iteration 43Q: 3 clusters Score -2.220584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22205846.000000 Penalty: 5958.040527
	Iteration 44Q: 3 clusters Score -2.220585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22205846.000000 Penalty: 5958.040527
	Iteration 45F: 3 clusters Score -2.220585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137869 members 
Entering Unmasked Estep 
Score: -18457872.000000 Penalty: 2934.846680
	Iteration 0F: 2 clusters Score -1.845787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -18365916.000000 Penalty: 5869.693359
	Iteration 0F: 3 clusters Score -1.836592e+07 nChanged 65822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -18403472.000000 Penalty: 5869.693359
	Iteration 1F: 3 clusters Score -1.840347e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -18404244.000000 Penalty: 5869.693359
	Iteration 2Q: 3 clusters Score -1.840424e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -18405080.000000 Penalty: 5869.693359
	Iteration 3Q: 3 clusters Score -1.840508e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -18406314.000000 Penalty: 5869.693359
	Iteration 4Q: 3 clusters Score -1.840631e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -18408338.000000 Penalty: 5869.693359
	Iteration 5Q: 3 clusters Score -1.840834e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -18411976.000000 Penalty: 5869.693359
	Iteration 6F: 3 clusters Score -1.841198e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -18417862.000000 Penalty: 5869.693359
	Iteration 7F: 3 clusters Score -1.841786e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -18426402.000000 Penalty: 5869.693359
	Iteration 8F: 3 clusters Score -1.84264e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -18435826.000000 Penalty: 5869.693359
	Iteration 9F: 3 clusters Score -1.843583e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111925 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -18444164.000000 Penalty: 5869.693359
	Iteration 10F: 3 clusters Score -1.844416e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -18450110.000000 Penalty: 5869.693359
	Iteration 11Q: 3 clusters Score -1.845011e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -18452922.000000 Penalty: 5869.693359
	Iteration 12Q: 3 clusters Score -1.845292e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -18453914.000000 Penalty: 5869.693359
	Iteration 13Q: 3 clusters Score -1.845391e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -18454518.000000 Penalty: 5869.693359
	Iteration 14Q: 3 clusters Score -1.845452e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -18454900.000000 Penalty: 5869.693359
	Iteration 15Q: 3 clusters Score -1.84549e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -18455180.000000 Penalty: 5869.693359
	Iteration 16Q: 3 clusters Score -1.845518e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -18455352.000000 Penalty: 5869.693359
	Iteration 17Q: 3 clusters Score -1.845535e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -18455494.000000 Penalty: 5869.693359
	Iteration 18Q: 3 clusters Score -1.845549e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -18455610.000000 Penalty: 5869.693359
	Iteration 19Q: 3 clusters Score -1.845561e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124967 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -18455778.000000 Penalty: 5869.693359
	Iteration 20F: 3 clusters Score -1.845578e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -18455808.000000 Penalty: 5869.693359
	Iteration 21Q: 3 clusters Score -1.845581e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125876 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -18455858.000000 Penalty: 5869.693359
	Iteration 22Q: 3 clusters Score -1.845586e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -18455836.000000 Penalty: 5869.693359
	Iteration 23Q: 3 clusters Score -1.845584e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -18455946.000000 Penalty: 5869.693359
	Iteration 24Q: 3 clusters Score -1.845595e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127057 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -18456016.000000 Penalty: 5869.693359
	Iteration 25Q: 3 clusters Score -1.845602e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -18456064.000000 Penalty: 5869.693359
	Iteration 26Q: 3 clusters Score -1.845606e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -18456092.000000 Penalty: 5869.693359
	Iteration 27Q: 3 clusters Score -1.845609e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -18456168.000000 Penalty: 5869.693359
	Iteration 28Q: 3 clusters Score -1.845617e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128273 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -18456222.000000 Penalty: 5869.693359
	Iteration 29Q: 3 clusters Score -1.845622e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -18456202.000000 Penalty: 5869.693359
	Iteration 30Q: 3 clusters Score -1.84562e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -18456198.000000 Penalty: 5869.693359
	Iteration 31Q: 3 clusters Score -1.84562e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128978 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -18456260.000000 Penalty: 5869.693359
	Iteration 32Q: 3 clusters Score -1.845626e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -18456324.000000 Penalty: 5869.693359
	Iteration 33Q: 3 clusters Score -1.845632e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -18456416.000000 Penalty: 5869.693359
	Iteration 34Q: 3 clusters Score -1.845642e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -18456428.000000 Penalty: 5869.693359
	Iteration 35Q: 3 clusters Score -1.845643e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -18456416.000000 Penalty: 5869.693359
	Iteration 36Q: 3 clusters Score -1.845642e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -18456424.000000 Penalty: 5869.693359
	Iteration 37Q: 3 clusters Score -1.845642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129990 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -18456418.000000 Penalty: 5869.693359
	Iteration 38Q: 3 clusters Score -1.845642e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -18456442.000000 Penalty: 5869.693359
	Iteration 39Q: 3 clusters Score -1.845644e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -18456496.000000 Penalty: 5869.693359
	Iteration 40F: 3 clusters Score -1.84565e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -18456508.000000 Penalty: 5869.693359
	Iteration 41Q: 3 clusters Score -1.845651e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -18456520.000000 Penalty: 5869.693359
	Iteration 42Q: 3 clusters Score -1.845652e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -18456512.000000 Penalty: 5869.693359
	Iteration 43Q: 3 clusters Score -1.845651e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130770 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -18456538.000000 Penalty: 5869.693359
	Iteration 44Q: 3 clusters Score -1.845654e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130916 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -18456568.000000 Penalty: 5869.693359
	Iteration 45Q: 3 clusters Score -1.845657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -18456562.000000 Penalty: 5869.693359
	Iteration 46Q: 3 clusters Score -1.845656e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -18456558.000000 Penalty: 5869.693359
	Iteration 47Q: 3 clusters Score -1.845656e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -18456584.000000 Penalty: 5869.693359
	Iteration 48Q: 3 clusters Score -1.845658e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -18456580.000000 Penalty: 5869.693359
	Iteration 49Q: 3 clusters Score -1.845658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131536 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -18456610.000000 Penalty: 5869.693359
	Iteration 50Q: 3 clusters Score -1.845661e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -18456602.000000 Penalty: 5869.693359
	Iteration 51Q: 3 clusters Score -1.84566e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131721 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -18456644.000000 Penalty: 5869.693359
	Iteration 52Q: 3 clusters Score -1.845664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -18456642.000000 Penalty: 5869.693359
	Iteration 53Q: 3 clusters Score -1.845664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131888 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -18456660.000000 Penalty: 5869.693359
	Iteration 54Q: 3 clusters Score -1.845666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -18456660.000000 Penalty: 5869.693359
	Iteration 55Q: 3 clusters Score -1.845666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -18456674.000000 Penalty: 5869.693359
	Iteration 56Q: 3 clusters Score -1.845667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -18456684.000000 Penalty: 5869.693359
	Iteration 57Q: 3 clusters Score -1.845668e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132187 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.693359
	Iteration 58Q: 3 clusters Score -1.84567e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132237 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -18456730.000000 Penalty: 5869.693359
	Iteration 59Q: 3 clusters Score -1.845673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132290 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -18456716.000000 Penalty: 5869.693359
	Iteration 60F: 3 clusters Score -1.845672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 5869.693359
	Iteration 61Q: 3 clusters Score -1.845671e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -18456712.000000 Penalty: 5869.693359
	Iteration 62Q: 3 clusters Score -1.845671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -18456712.000000 Penalty: 5869.693359
	Iteration 63Q: 3 clusters Score -1.845671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132489 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -18456732.000000 Penalty: 5869.693359
	Iteration 64Q: 3 clusters Score -1.845673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -18456722.000000 Penalty: 5869.693359
	Iteration 65Q: 3 clusters Score -1.845672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 5869.693359
	Iteration 66Q: 3 clusters Score -1.845671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132616 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.693359
	Iteration 67Q: 3 clusters Score -1.84567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -18456700.000000 Penalty: 5869.693359
	Iteration 68Q: 3 clusters Score -1.84567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132699 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.693359
	Iteration 69Q: 3 clusters Score -1.84567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132725 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -18456700.000000 Penalty: 5869.693359
	Iteration 70Q: 3 clusters Score -1.84567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -18456714.000000 Penalty: 5869.693359
	Iteration 71Q: 3 clusters Score -1.845671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132777 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -18456720.000000 Penalty: 5869.693359
	Iteration 72Q: 3 clusters Score -1.845672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132798 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -18456718.000000 Penalty: 5869.693359
	Iteration 73Q: 3 clusters Score -1.845672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -18456728.000000 Penalty: 5869.693359
	Iteration 74Q: 3 clusters Score -1.845673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132834 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -18456742.000000 Penalty: 5869.693359
	Iteration 75Q: 3 clusters Score -1.845674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -18456758.000000 Penalty: 5869.693359
	Iteration 76Q: 3 clusters Score -1.845676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132868 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -18456754.000000 Penalty: 5869.693359
	Iteration 77Q: 3 clusters Score -1.845675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132886 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -18456732.000000 Penalty: 5869.693359
	Iteration 78Q: 3 clusters Score -1.845673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132908 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -18456758.000000 Penalty: 5869.693359
	Iteration 79Q: 3 clusters Score -1.845676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -18456760.000000 Penalty: 5869.693359
	Iteration 80F: 3 clusters Score -1.845676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -18456764.000000 Penalty: 5869.693359
	Iteration 81Q: 3 clusters Score -1.845676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -18456748.000000 Penalty: 5869.693359
	Iteration 82Q: 3 clusters Score -1.845675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -18456764.000000 Penalty: 5869.693359
	Iteration 83Q: 3 clusters Score -1.845676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -18456774.000000 Penalty: 5869.693359
	Iteration 84Q: 3 clusters Score -1.845677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -18456776.000000 Penalty: 5869.693359
	Iteration 85Q: 3 clusters Score -1.845678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133043 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18456784.000000 Penalty: 5869.693359
	Iteration 86Q: 3 clusters Score -1.845678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133059 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -18456776.000000 Penalty: 5869.693359
	Iteration 87Q: 3 clusters Score -1.845678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -18456784.000000 Penalty: 5869.693359
	Iteration 88Q: 3 clusters Score -1.845678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -18456774.000000 Penalty: 5869.693359
	Iteration 89Q: 3 clusters Score -1.845677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133111 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -18456770.000000 Penalty: 5869.693359
	Iteration 90Q: 3 clusters Score -1.845677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133134 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -18456808.000000 Penalty: 5869.693359
	Iteration 91Q: 3 clusters Score -1.845681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -18456784.000000 Penalty: 5869.693359
	Iteration 92Q: 3 clusters Score -1.845678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -18456800.000000 Penalty: 5869.693359
	Iteration 93Q: 3 clusters Score -1.84568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133179 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -18456800.000000 Penalty: 5869.693359
	Iteration 94Q: 3 clusters Score -1.84568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -18456804.000000 Penalty: 5869.693359
	Iteration 95Q: 3 clusters Score -1.84568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -18456810.000000 Penalty: 5869.693359
	Iteration 96Q: 3 clusters Score -1.845681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -18456800.000000 Penalty: 5869.693359
	Iteration 97Q: 3 clusters Score -1.84568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -18456812.000000 Penalty: 5869.693359
	Iteration 98Q: 3 clusters Score -1.845681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133240 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -18456820.000000 Penalty: 5869.693359
	Iteration 99Q: 3 clusters Score -1.845682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133247 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -18456814.000000 Penalty: 5869.693359
	Iteration 100F: 3 clusters Score -1.845681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -18456826.000000 Penalty: 5869.693359
	Iteration 101Q: 3 clusters Score -1.845683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133259 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -18456830.000000 Penalty: 5869.693359
	Iteration 102Q: 3 clusters Score -1.845683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133266 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -18456836.000000 Penalty: 5869.693359
	Iteration 103Q: 3 clusters Score -1.845684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -18456832.000000 Penalty: 5869.693359
	Iteration 104Q: 3 clusters Score -1.845683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -18456838.000000 Penalty: 5869.693359
	Iteration 105Q: 3 clusters Score -1.845684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133298 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -18456832.000000 Penalty: 5869.693359
	Iteration 106Q: 3 clusters Score -1.845683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133310 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -18456818.000000 Penalty: 5869.693359
	Iteration 107Q: 3 clusters Score -1.845682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -18456808.000000 Penalty: 5869.693359
	Iteration 108Q: 3 clusters Score -1.845681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -18456832.000000 Penalty: 5869.693359
	Iteration 109Q: 3 clusters Score -1.845683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133327 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -18456848.000000 Penalty: 5869.693359
	Iteration 110Q: 3 clusters Score -1.845685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18456828.000000 Penalty: 5869.693359
	Iteration 111Q: 3 clusters Score -1.845683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133336 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -18456828.000000 Penalty: 5869.693359
	Iteration 112Q: 3 clusters Score -1.845683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18456834.000000 Penalty: 5869.693359
	Iteration 113Q: 3 clusters Score -1.845683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18456822.000000 Penalty: 5869.693359
	Iteration 114Q: 3 clusters Score -1.845682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -18456842.000000 Penalty: 5869.693359
	Iteration 115Q: 3 clusters Score -1.845684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -18456844.000000 Penalty: 5869.693359
	Iteration 116Q: 3 clusters Score -1.845684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133383 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -18456844.000000 Penalty: 5869.693359
	Iteration 117Q: 3 clusters Score -1.845684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -18456850.000000 Penalty: 5869.693359
	Iteration 118Q: 3 clusters Score -1.845685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -18456850.000000 Penalty: 5869.693359
	Iteration 119Q: 3 clusters Score -1.845685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133392 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18456852.000000 Penalty: 5869.693359
	Iteration 120F: 3 clusters Score -1.845685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -997418.500000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -997418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -991062.812500 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -991062.8 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -992863.375000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -992863.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -993145.687500 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -993145.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -993366.875000 Penalty: 4456.532227
	Iteration 3F: 3 clusters Score -993366.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -993572.312500 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -993572.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -993797.500000 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -993797.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -994076.125000 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -994076.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -994410.625000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -994410.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -994690.375000 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -994690.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -994907.500000 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -994907.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -995096.750000 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -995096.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -995258.375000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -995258.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -995401.375000 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -995401.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -995526.000000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -995526 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -995636.375000 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -995636.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -995712.062500 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -995712.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -995775.000000 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -995775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -995821.750000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -995821.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -995853.187500 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -995853.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -995886.812500 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -995886.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -995904.062500 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -995904.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -995926.875000 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -995926.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -995947.937500 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -995947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -995958.937500 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -995958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -995967.750000 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -995967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -995972.250000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -995972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -995975.875000 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -995975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -995977.500000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -995977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -995985.875000 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -995985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -995990.500000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -995990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -995995.437500 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -995995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -995999.000000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -995999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -996001.937500 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -996001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -996001.937500 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -996001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -996003.750000 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -996003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -996003.937500 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -996003.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -996004.125000 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -996004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -996004.125000 Penalty: 4456.532227
	Iteration 37F: 3 clusters Score -996004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -593107.687500 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -593107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -588869.125000 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -588869.1 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -589835.750000 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -589835.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -590062.875000 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -590062.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590208.437500 Penalty: 4170.059570
	Iteration 3F: 3 clusters Score -590208.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -590291.375000 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -590291.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -590351.062500 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -590351.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590406.750000 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -590406.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -590454.187500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -590454.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -590503.875000 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -590503.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -590556.562500 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -590556.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -590597.875000 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -590597.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -590628.062500 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -590628.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -590653.500000 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -590653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -590669.062500 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -590669.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -590683.562500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -590683.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -590692.062500 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -590692.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -590701.500000 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -590701.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -590714.062500 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -590714.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -590727.187500 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -590727.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -590736.562500 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -590736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -590745.687500 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -590745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -590753.437500 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -590753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -590760.500000 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -590760.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -590768.000000 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -590768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -590779.812500 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -590779.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -590792.500000 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -590792.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -590802.875000 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -590802.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -590816.000000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -590816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -590827.687500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -590827.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -590836.875000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -590836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -590844.000000 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -590844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -590856.625000 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -590856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -590870.062500 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -590870.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -590879.000000 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -590879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -590892.312500 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -590892.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -590902.750000 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -590902.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -590913.750000 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -590913.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -590924.187500 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -590924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -590934.125000 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -590934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -590942.750000 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -590942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -590949.250000 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -590949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -590953.562500 Penalty: 4170.059570
	Iteration 41Q: 3 clusters Score -590953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -590957.000000 Penalty: 4170.059570
	Iteration 42Q: 3 clusters Score -590957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -590961.250000 Penalty: 4170.059570
	Iteration 43Q: 3 clusters Score -590961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -590965.812500 Penalty: 4170.059570
	Iteration 44Q: 3 clusters Score -590965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -590966.500000 Penalty: 4170.059570
	Iteration 45Q: 3 clusters Score -590966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -590968.875000 Penalty: 4170.059570
	Iteration 46Q: 3 clusters Score -590968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -590969.937500 Penalty: 4170.059570
	Iteration 47Q: 3 clusters Score -590969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -590972.500000 Penalty: 4170.059570
	Iteration 48Q: 3 clusters Score -590972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -590976.937500 Penalty: 4170.059570
	Iteration 49Q: 3 clusters Score -590976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -590978.937500 Penalty: 4170.059570
	Iteration 50Q: 3 clusters Score -590978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -590982.187500 Penalty: 4170.059570
	Iteration 51Q: 3 clusters Score -590982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -590983.625000 Penalty: 4170.059570
	Iteration 52Q: 3 clusters Score -590983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -590983.750000 Penalty: 4170.059570
	Iteration 53Q: 3 clusters Score -590983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -590988.000000 Penalty: 4170.059570
	Iteration 54Q: 3 clusters Score -590988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -590991.812500 Penalty: 4170.059570
	Iteration 55Q: 3 clusters Score -590991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -590995.000000 Penalty: 4170.059570
	Iteration 56Q: 3 clusters Score -590995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -590999.500000 Penalty: 4170.059570
	Iteration 57Q: 3 clusters Score -590999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -591000.937500 Penalty: 4170.059570
	Iteration 58Q: 3 clusters Score -591000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -591002.750000 Penalty: 4170.059570
	Iteration 59Q: 3 clusters Score -591002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -591006.062500 Penalty: 4170.059570
	Iteration 60F: 3 clusters Score -591006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -591010.812500 Penalty: 4170.059570
	Iteration 61Q: 3 clusters Score -591010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -591012.500000 Penalty: 4170.059570
	Iteration 62Q: 3 clusters Score -591012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -591014.062500 Penalty: 4170.059570
	Iteration 63Q: 3 clusters Score -591014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -591014.812500 Penalty: 4170.059570
	Iteration 64Q: 3 clusters Score -591014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -591014.812500 Penalty: 4170.059570
	Iteration 65Q: 3 clusters Score -591014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -591014.812500 Penalty: 4170.059570
	Iteration 66F: 3 clusters Score -591014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Entering Unmasked Estep 
Score: -7422812.000000 Penalty: 2706.792969
	Iteration 0F: 2 clusters Score -7422812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7385675.000000 Penalty: 5413.585938
	Iteration 0F: 3 clusters Score -7385675 nChanged 25611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -7400081.000000 Penalty: 5413.585938
	Iteration 1F: 3 clusters Score -7400081 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -7400834.000000 Penalty: 5413.585938
	Iteration 2Q: 3 clusters Score -7400834 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -7401738.500000 Penalty: 5413.585938
	Iteration 3Q: 3 clusters Score -7401738 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -7402963.500000 Penalty: 5413.585938
	Iteration 4Q: 3 clusters Score -7402964 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -7404656.500000 Penalty: 5413.585938
	Iteration 5F: 3 clusters Score -7404656 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -7407073.500000 Penalty: 5413.585938
	Iteration 6F: 3 clusters Score -7407074 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7410136.500000 Penalty: 5413.585938
	Iteration 7F: 3 clusters Score -7410136 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -7413341.500000 Penalty: 5413.585938
	Iteration 8F: 3 clusters Score -7413342 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -7416089.500000 Penalty: 5413.585938
	Iteration 9F: 3 clusters Score -7416090 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -7417861.500000 Penalty: 5413.585938
	Iteration 10Q: 3 clusters Score -7417862 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7418928.000000 Penalty: 5413.585938
	Iteration 11Q: 3 clusters Score -7418928 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7419530.500000 Penalty: 5413.585938
	Iteration 12Q: 3 clusters Score -7419530 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -7419826.000000 Penalty: 5413.585938
	Iteration 13Q: 3 clusters Score -7419826 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7420042.000000 Penalty: 5413.585938
	Iteration 14Q: 3 clusters Score -7420042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7420155.000000 Penalty: 5413.585938
	Iteration 15Q: 3 clusters Score -7420155 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7420243.000000 Penalty: 5413.585938
	Iteration 16Q: 3 clusters Score -7420243 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7420288.500000 Penalty: 5413.585938
	Iteration 17Q: 3 clusters Score -7420288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -7420296.000000 Penalty: 5413.585938
	Iteration 18Q: 3 clusters Score -7420296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -7420331.000000 Penalty: 5413.585938
	Iteration 19Q: 3 clusters Score -7420331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7420362.500000 Penalty: 5413.585938
	Iteration 20F: 3 clusters Score -7420362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7420394.000000 Penalty: 5413.585938
	Iteration 21Q: 3 clusters Score -7420394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -7420403.500000 Penalty: 5413.585938
	Iteration 22Q: 3 clusters Score -7420404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7420423.500000 Penalty: 5413.585938
	Iteration 23Q: 3 clusters Score -7420424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7420446.500000 Penalty: 5413.585938
	Iteration 24Q: 3 clusters Score -7420446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -7420452.500000 Penalty: 5413.585938
	Iteration 25Q: 3 clusters Score -7420452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -7420477.500000 Penalty: 5413.585938
	Iteration 26Q: 3 clusters Score -7420478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7420494.500000 Penalty: 5413.585938
	Iteration 27Q: 3 clusters Score -7420494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -7420501.500000 Penalty: 5413.585938
	Iteration 28Q: 3 clusters Score -7420502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7420511.000000 Penalty: 5413.585938
	Iteration 29Q: 3 clusters Score -7420511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7420517.000000 Penalty: 5413.585938
	Iteration 30Q: 3 clusters Score -7420517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -7420523.000000 Penalty: 5413.585938
	Iteration 31Q: 3 clusters Score -7420523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -7420530.500000 Penalty: 5413.585938
	Iteration 32Q: 3 clusters Score -7420530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7420537.000000 Penalty: 5413.585938
	Iteration 33Q: 3 clusters Score -7420537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -7420554.000000 Penalty: 5413.585938
	Iteration 34Q: 3 clusters Score -7420554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -7420552.500000 Penalty: 5413.585938
	Iteration 35Q: 3 clusters Score -7420552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -7420554.500000 Penalty: 5413.585938
	Iteration 36Q: 3 clusters Score -7420554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -7420555.500000 Penalty: 5413.585938
	Iteration 37Q: 3 clusters Score -7420556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -7420551.000000 Penalty: 5413.585938
	Iteration 38Q: 3 clusters Score -7420551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7420557.500000 Penalty: 5413.585938
	Iteration 39Q: 3 clusters Score -7420558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7420556.500000 Penalty: 5413.585938
	Iteration 40F: 3 clusters Score -7420556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7420565.000000 Penalty: 5413.585938
	Iteration 41Q: 3 clusters Score -7420565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -7420566.500000 Penalty: 5413.585938
	Iteration 42Q: 3 clusters Score -7420566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7420566.500000 Penalty: 5413.585938
	Iteration 43Q: 3 clusters Score -7420566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -7420575.500000 Penalty: 5413.585938
	Iteration 44Q: 3 clusters Score -7420576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -7420574.000000 Penalty: 5413.585938
	Iteration 45Q: 3 clusters Score -7420574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7420568.000000 Penalty: 5413.585938
	Iteration 46Q: 3 clusters Score -7420568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -7420579.000000 Penalty: 5413.585938
	Iteration 47Q: 3 clusters Score -7420579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7420581.500000 Penalty: 5413.585938
	Iteration 48Q: 3 clusters Score -7420582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -7420578.500000 Penalty: 5413.585938
	Iteration 49Q: 3 clusters Score -7420578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -7420574.500000 Penalty: 5413.585938
	Iteration 50Q: 3 clusters Score -7420574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -7420581.500000 Penalty: 5413.585938
	Iteration 51Q: 3 clusters Score -7420582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -7420576.000000 Penalty: 5413.585938
	Iteration 52Q: 3 clusters Score -7420576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -7420580.500000 Penalty: 5413.585938
	Iteration 53Q: 3 clusters Score -7420580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -7420579.500000 Penalty: 5413.585938
	Iteration 54Q: 3 clusters Score -7420580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7420581.500000 Penalty: 5413.585938
	Iteration 55Q: 3 clusters Score -7420582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7420581.500000 Penalty: 5413.585938
	Iteration 56F: 3 clusters Score -7420582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351604.093750 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -351604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -348558.812500 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -348558.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -349158.281250 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -349158.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -349287.593750 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -349287.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -349353.312500 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -349353.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -349399.406250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -349399.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -349449.281250 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -349449.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349492.687500 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -349492.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -349519.937500 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -349519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349531.625000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -349531.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -349535.500000 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -349535.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -349541.406250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -349541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349548.343750 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -349548.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -349553.875000 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -349553.9 nChanged 17
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: -349560.781250 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -349560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -349565.937500 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -349565.9 nChanged 6
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: -349567.937500 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -349567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -349571.156250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -349571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -349573.656250 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -349573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349575.031250 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -349575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349576.187500 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -349576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349578.406250 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -349578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349578.843750 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -349578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349578.843750 Penalty: 3907.564941
	Iteration 22F: 3 clusters Score -349578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 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 248 members 
Entering Unmasked Estep 
Score: -58555.238281 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58555.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58806.101562 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58806.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58913.402344 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -58913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59021.132812 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -59021.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59148.515625 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -59148.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59273.046875 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59273.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59327.113281 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59327.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59369.058594 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59369.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59391.593750 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -59391.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59411.519531 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -59411.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59431.097656 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -59431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59446.027344 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -59446.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59471.578125 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -59471.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59486.507812 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -59486.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59497.937500 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -59497.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59504.644531 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -59504.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59507.054688 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -59507.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59508.367188 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -59508.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59508.460938 Penalty: 3073.436279
	Iteration 18F: 3 clusters Score -59508.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59514.031250 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -59514.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59514.031250 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -59514.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Entering Unmasked Estep 
Score: -8175907.000000 Penalty: 2739.579346
	Iteration 0F: 2 clusters Score -8175907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -8133725.000000 Penalty: 5479.158691
	Iteration 0F: 3 clusters Score -8133725 nChanged 29258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -8149875.000000 Penalty: 5479.158691
	Iteration 1F: 3 clusters Score -8149875 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8150430.500000 Penalty: 5479.158691
	Iteration 2Q: 3 clusters Score -8150430 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -8151025.500000 Penalty: 5479.158691
	Iteration 3Q: 3 clusters Score -8151026 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8151933.500000 Penalty: 5479.158691
	Iteration 4Q: 3 clusters Score -8151934 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -8153112.000000 Penalty: 5479.158691
	Iteration 5Q: 3 clusters Score -8153112 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8155060.500000 Penalty: 5479.158691
	Iteration 6F: 3 clusters Score -8155060 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8158203.500000 Penalty: 5479.158691
	Iteration 7F: 3 clusters Score -8158204 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -8162412.500000 Penalty: 5479.158691
	Iteration 8F: 3 clusters Score -8162412 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -8166775.000000 Penalty: 5479.158691
	Iteration 9F: 3 clusters Score -8166775 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -8170386.500000 Penalty: 5479.158691
	Iteration 10F: 3 clusters Score -8170386 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -8172315.000000 Penalty: 5479.158691
	Iteration 11Q: 3 clusters Score -8172315 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8173055.000000 Penalty: 5479.158691
	Iteration 12Q: 3 clusters Score -8173055 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8173300.000000 Penalty: 5479.158691
	Iteration 13Q: 3 clusters Score -8173300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -8173441.000000 Penalty: 5479.158691
	Iteration 14Q: 3 clusters Score -8173441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -8173503.000000 Penalty: 5479.158691
	Iteration 15Q: 3 clusters Score -8173503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -8173540.000000 Penalty: 5479.158691
	Iteration 16Q: 3 clusters Score -8173540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -8173564.500000 Penalty: 5479.158691
	Iteration 17Q: 3 clusters Score -8173564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -8173582.500000 Penalty: 5479.158691
	Iteration 18Q: 3 clusters Score -8173582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -8173588.000000 Penalty: 5479.158691
	Iteration 19Q: 3 clusters Score -8173588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -8173600.000000 Penalty: 5479.158691
	Iteration 20F: 3 clusters Score -8173600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -8173610.500000 Penalty: 5479.158691
	Iteration 21Q: 3 clusters Score -8173610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -8173623.500000 Penalty: 5479.158691
	Iteration 22Q: 3 clusters Score -8173624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -8173619.000000 Penalty: 5479.158691
	Iteration 23Q: 3 clusters Score -8173619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8173618.500000 Penalty: 5479.158691
	Iteration 24Q: 3 clusters Score -8173618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8173633.000000 Penalty: 5479.158691
	Iteration 25Q: 3 clusters Score -8173633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -8173640.000000 Penalty: 5479.158691
	Iteration 26Q: 3 clusters Score -8173640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -8173645.500000 Penalty: 5479.158691
	Iteration 27Q: 3 clusters Score -8173646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -8173646.500000 Penalty: 5479.158691
	Iteration 28Q: 3 clusters Score -8173646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -8173646.500000 Penalty: 5479.158691
	Iteration 29F: 3 clusters Score -8173646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193819 members 
Entering Unmasked Estep 
Score: -26159968.000000 Penalty: 3019.320557
	Iteration 0F: 2 clusters Score -2.615997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -26050096.000000 Penalty: 6038.641113
	Iteration 0F: 3 clusters Score -2.60501e+07 nChanged 92936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -26104346.000000 Penalty: 6038.641113
	Iteration 1F: 3 clusters Score -2.610435e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -26105558.000000 Penalty: 6038.641113
	Iteration 2Q: 3 clusters Score -2.610556e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -26107760.000000 Penalty: 6038.641113
	Iteration 3Q: 3 clusters Score -2.610776e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -26112380.000000 Penalty: 6038.641113
	Iteration 4Q: 3 clusters Score -2.611238e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 136083 members 
Entering Unmasked Estep 
Score: -26120590.000000 Penalty: 6038.641113
	Iteration 5F: 3 clusters Score -2.612059e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -26132684.000000 Penalty: 6038.641113
	Iteration 6F: 3 clusters Score -2.613268e+07 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -26144288.000000 Penalty: 6038.641113
	Iteration 7F: 3 clusters Score -2.614429e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 183044 members 
Entering Unmasked Estep 
Score: -26151254.000000 Penalty: 6038.641113
	Iteration 8F: 3 clusters Score -2.615125e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 189486 members 
Entering Unmasked Estep 
Score: -26154576.000000 Penalty: 6038.641113
	Iteration 9Q: 3 clusters Score -2.615458e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -26156164.000000 Penalty: 6038.641113
	Iteration 10Q: 3 clusters Score -2.615616e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 192907 members 
Entering Unmasked Estep 
Score: -26156696.000000 Penalty: 6038.641113
	Iteration 11Q: 3 clusters Score -2.61567e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 193223 members 
Entering Unmasked Estep 
Score: -26156988.000000 Penalty: 6038.641113
	Iteration 12Q: 3 clusters Score -2.615699e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 193333 members 
Entering Unmasked Estep 
Score: -26157142.000000 Penalty: 6038.641113
	Iteration 13Q: 3 clusters Score -2.615714e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -26157212.000000 Penalty: 6038.641113
	Iteration 14Q: 3 clusters Score -2.615721e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -26157262.000000 Penalty: 6038.641113
	Iteration 15Q: 3 clusters Score -2.615726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -26157274.000000 Penalty: 6038.641113
	Iteration 16Q: 3 clusters Score -2.615727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -26157298.000000 Penalty: 6038.641113
	Iteration 17Q: 3 clusters Score -2.61573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -26157298.000000 Penalty: 6038.641113
	Iteration 18Q: 3 clusters Score -2.61573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 193490 members 
Entering Unmasked Estep 
Score: -26157304.000000 Penalty: 6038.641113
	Iteration 19Q: 3 clusters Score -2.61573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193494 members 
Entering Unmasked Estep 
Score: -26157324.000000 Penalty: 6038.641113
	Iteration 20F: 3 clusters Score -2.615732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -26157322.000000 Penalty: 6038.641113
	Iteration 21Q: 3 clusters Score -2.615732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193506 members 
Entering Unmasked Estep 
Score: -26157340.000000 Penalty: 6038.641113
	Iteration 22Q: 3 clusters Score -2.615734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193506 members 
Entering Unmasked Estep 
Score: -26157358.000000 Penalty: 6038.641113
	Iteration 23Q: 3 clusters Score -2.615736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -26157356.000000 Penalty: 6038.641113
	Iteration 24Q: 3 clusters Score -2.615736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 193505 members 
Entering Unmasked Estep 
Score: -26157360.000000 Penalty: 6038.641113
	Iteration 25Q: 3 clusters Score -2.615736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -26157378.000000 Penalty: 6038.641113
	Iteration 26Q: 3 clusters Score -2.615738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -26157378.000000 Penalty: 6038.641113
	Iteration 27F: 3 clusters Score -2.615738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Entering Unmasked Estep 
Score: -22601314.000000 Penalty: 2985.084229
	Iteration 0F: 2 clusters Score -2.260131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -22491502.000000 Penalty: 5970.168457
	Iteration 0F: 3 clusters Score -2.24915e+07 nChanged 80713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -22538064.000000 Penalty: 5970.168457
	Iteration 1F: 3 clusters Score -2.253806e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -22539116.000000 Penalty: 5970.168457
	Iteration 2Q: 3 clusters Score -2.253912e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -22540642.000000 Penalty: 5970.168457
	Iteration 3Q: 3 clusters Score -2.254064e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -22543656.000000 Penalty: 5970.168457
	Iteration 4Q: 3 clusters Score -2.254366e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -22548702.000000 Penalty: 5970.168457
	Iteration 5Q: 3 clusters Score -2.25487e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -22557102.000000 Penalty: 5970.168457
	Iteration 6F: 3 clusters Score -2.25571e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -22567140.000000 Penalty: 5970.168457
	Iteration 7F: 3 clusters Score -2.256714e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -22577456.000000 Penalty: 5970.168457
	Iteration 8F: 3 clusters Score -2.257746e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -22585148.000000 Penalty: 5970.168457
	Iteration 9F: 3 clusters Score -2.258515e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -22590476.000000 Penalty: 5970.168457
	Iteration 10Q: 3 clusters Score -2.259048e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -22593696.000000 Penalty: 5970.168457
	Iteration 11Q: 3 clusters Score -2.25937e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -22595664.000000 Penalty: 5970.168457
	Iteration 12Q: 3 clusters Score -2.259566e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -22596758.000000 Penalty: 5970.168457
	Iteration 13Q: 3 clusters Score -2.259676e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22597430.000000 Penalty: 5970.168457
	Iteration 14Q: 3 clusters Score -2.259743e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22597854.000000 Penalty: 5970.168457
	Iteration 15Q: 3 clusters Score -2.259785e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22598088.000000 Penalty: 5970.168457
	Iteration 16Q: 3 clusters Score -2.259809e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22598286.000000 Penalty: 5970.168457
	Iteration 17Q: 3 clusters Score -2.259829e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167833 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22598442.000000 Penalty: 5970.168457
	Iteration 18Q: 3 clusters Score -2.259844e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22598520.000000 Penalty: 5970.168457
	Iteration 19Q: 3 clusters Score -2.259852e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22598604.000000 Penalty: 5970.168457
	Iteration 20F: 3 clusters Score -2.25986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22598666.000000 Penalty: 5970.168457
	Iteration 21Q: 3 clusters Score -2.259867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22598700.000000 Penalty: 5970.168457
	Iteration 22Q: 3 clusters Score -2.25987e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22598704.000000 Penalty: 5970.168457
	Iteration 23Q: 3 clusters Score -2.25987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22598722.000000 Penalty: 5970.168457
	Iteration 24Q: 3 clusters Score -2.259872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22598744.000000 Penalty: 5970.168457
	Iteration 25Q: 3 clusters Score -2.259874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168146 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22598744.000000 Penalty: 5970.168457
	Iteration 26Q: 3 clusters Score -2.259874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168156 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22598764.000000 Penalty: 5970.168457
	Iteration 27Q: 3 clusters Score -2.259876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22598782.000000 Penalty: 5970.168457
	Iteration 28Q: 3 clusters Score -2.259878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22598770.000000 Penalty: 5970.168457
	Iteration 29Q: 3 clusters Score -2.259877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22598774.000000 Penalty: 5970.168457
	Iteration 30Q: 3 clusters Score -2.259877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22598780.000000 Penalty: 5970.168457
	Iteration 31Q: 3 clusters Score -2.259878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22598790.000000 Penalty: 5970.168457
	Iteration 32Q: 3 clusters Score -2.259879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22598790.000000 Penalty: 5970.168457
	Iteration 33Q: 3 clusters Score -2.259879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168180 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22598798.000000 Penalty: 5970.168457
	Iteration 34Q: 3 clusters Score -2.25988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22598806.000000 Penalty: 5970.168457
	Iteration 35Q: 3 clusters Score -2.259881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22598786.000000 Penalty: 5970.168457
	Iteration 36Q: 3 clusters Score -2.259879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22598792.000000 Penalty: 5970.168457
	Iteration 37Q: 3 clusters Score -2.259879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22598796.000000 Penalty: 5970.168457
	Iteration 38Q: 3 clusters Score -2.25988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22598786.000000 Penalty: 5970.168457
	Iteration 39Q: 3 clusters Score -2.259879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22598786.000000 Penalty: 5970.168457
	Iteration 40F: 3 clusters Score -2.259879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -659090.375000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -659090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -654477.562500 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -654477.6 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -655721.625000 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -655721.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -656108.187500 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -656108.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -656449.750000 Penalty: 4240.535645
	Iteration 3F: 3 clusters Score -656449.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -656761.125000 Penalty: 4240.535645
	Iteration 4F: 3 clusters Score -656761.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -656998.875000 Penalty: 4240.535645
	Iteration 5F: 3 clusters Score -656998.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -657182.812500 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -657182.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -657322.312500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -657322.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -657439.500000 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -657439.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -657538.812500 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -657538.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -657599.500000 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -657599.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -657638.125000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -657638.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -657661.125000 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -657661.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -657677.062500 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -657677.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -657692.125000 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -657692.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -657703.062500 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -657703.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -657717.750000 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -657717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -657727.062500 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -657727.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -657736.312500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -657736.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -657746.687500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -657746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -657752.312500 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -657752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -657759.437500 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -657759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -657770.937500 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -657770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -657777.687500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -657777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -657784.187500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -657784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -657788.937500 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -657788.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -657791.187500 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -657791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -657794.125000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -657794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -657795.437500 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -657795.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -657795.812500 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -657795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -657795.812500 Penalty: 4240.535645
	Iteration 30F: 3 clusters Score -657795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Entering Unmasked Estep 
Score: -22102412.000000 Penalty: 2976.803711
	Iteration 0F: 2 clusters Score -2.210241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -21996962.000000 Penalty: 5953.607422
	Iteration 0F: 3 clusters Score -2.199696e+07 nChanged 78626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -22042744.000000 Penalty: 5953.607422
	Iteration 1F: 3 clusters Score -2.204274e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -22043334.000000 Penalty: 5953.607422
	Iteration 2Q: 3 clusters Score -2.204333e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -22044500.000000 Penalty: 5953.607422
	Iteration 3Q: 3 clusters Score -2.20445e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -22046012.000000 Penalty: 5953.607422
	Iteration 4Q: 3 clusters Score -2.204601e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -22048420.000000 Penalty: 5953.607422
	Iteration 5Q: 3 clusters Score -2.204842e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -22053598.000000 Penalty: 5953.607422
	Iteration 6F: 3 clusters Score -2.20536e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -22062560.000000 Penalty: 5953.607422
	Iteration 7F: 3 clusters Score -2.206256e+07 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -22075470.000000 Penalty: 5953.607422
	Iteration 8F: 3 clusters Score -2.207547e+07 nChanged 12852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -22088490.000000 Penalty: 5953.607422
	Iteration 9F: 3 clusters Score -2.208849e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -22095750.000000 Penalty: 5953.607422
	Iteration 10F: 3 clusters Score -2.209575e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160720 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -22098520.000000 Penalty: 5953.607422
	Iteration 11Q: 3 clusters Score -2.209852e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162171 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22099324.000000 Penalty: 5953.607422
	Iteration 12Q: 3 clusters Score -2.209932e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22099538.000000 Penalty: 5953.607422
	Iteration 13Q: 3 clusters Score -2.209954e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162806 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22099678.000000 Penalty: 5953.607422
	Iteration 14Q: 3 clusters Score -2.209968e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162866 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22099768.000000 Penalty: 5953.607422
	Iteration 15Q: 3 clusters Score -2.209977e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162894 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22099818.000000 Penalty: 5953.607422
	Iteration 16Q: 3 clusters Score -2.209982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22099846.000000 Penalty: 5953.607422
	Iteration 17Q: 3 clusters Score -2.209985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22099848.000000 Penalty: 5953.607422
	Iteration 18Q: 3 clusters Score -2.209985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162915 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22099838.000000 Penalty: 5953.607422
	Iteration 19Q: 3 clusters Score -2.209984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22099874.000000 Penalty: 5953.607422
	Iteration 20F: 3 clusters Score -2.209987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162924 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22099872.000000 Penalty: 5953.607422
	Iteration 21Q: 3 clusters Score -2.209987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22099854.000000 Penalty: 5953.607422
	Iteration 22Q: 3 clusters Score -2.209985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22099874.000000 Penalty: 5953.607422
	Iteration 23Q: 3 clusters Score -2.209987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22099880.000000 Penalty: 5953.607422
	Iteration 24Q: 3 clusters Score -2.209988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22099878.000000 Penalty: 5953.607422
	Iteration 25Q: 3 clusters Score -2.209988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22099878.000000 Penalty: 5953.607422
	Iteration 26Q: 3 clusters Score -2.209988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22099878.000000 Penalty: 5953.607422
	Iteration 27Q: 3 clusters Score -2.209988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22099896.000000 Penalty: 5953.607422
	Iteration 28Q: 3 clusters Score -2.20999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22099916.000000 Penalty: 5953.607422
	Iteration 29Q: 3 clusters Score -2.209992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162957 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22099926.000000 Penalty: 5953.607422
	Iteration 30Q: 3 clusters Score -2.209993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22099914.000000 Penalty: 5953.607422
	Iteration 31Q: 3 clusters Score -2.209991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162957 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22099912.000000 Penalty: 5953.607422
	Iteration 32Q: 3 clusters Score -2.209991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22099910.000000 Penalty: 5953.607422
	Iteration 33Q: 3 clusters Score -2.209991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22099908.000000 Penalty: 5953.607422
	Iteration 34Q: 3 clusters Score -2.209991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22099908.000000 Penalty: 5953.607422
	Iteration 35F: 3 clusters Score -2.209991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Entering Unmasked Estep 
Score: -4484036.000000 Penalty: 2579.760742
	Iteration 0F: 2 clusters Score -4484036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -4461563.500000 Penalty: 5159.521484
	Iteration 0F: 3 clusters Score -4461564 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4469679.500000 Penalty: 5159.521484
	Iteration 1F: 3 clusters Score -4469680 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4470349.500000 Penalty: 5159.521484
	Iteration 2Q: 3 clusters Score -4470350 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4471215.000000 Penalty: 5159.521484
	Iteration 3F: 3 clusters Score -4471215 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4472250.500000 Penalty: 5159.521484
	Iteration 4F: 3 clusters Score -4472250 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4473418.000000 Penalty: 5159.521484
	Iteration 5F: 3 clusters Score -4473418 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4474717.000000 Penalty: 5159.521484
	Iteration 6F: 3 clusters Score -4474717 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4475975.000000 Penalty: 5159.521484
	Iteration 7F: 3 clusters Score -4475975 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4476991.500000 Penalty: 5159.521484
	Iteration 8F: 3 clusters Score -4476992 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4477532.000000 Penalty: 5159.521484
	Iteration 9Q: 3 clusters Score -4477532 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4477785.000000 Penalty: 5159.521484
	Iteration 10Q: 3 clusters Score -4477785 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4477912.000000 Penalty: 5159.521484
	Iteration 11Q: 3 clusters Score -4477912 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4477996 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4478036 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4478081.000000 Penalty: 5159.521484
	Iteration 14Q: 3 clusters Score -4478081 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4478115.000000 Penalty: 5159.521484
	Iteration 15Q: 3 clusters Score -4478115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4478146 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4478167.000000 Penalty: 5159.521484
	Iteration 17Q: 3 clusters Score -4478167 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4478174.500000 Penalty: 5159.521484
	Iteration 18Q: 3 clusters Score -4478174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4478203.500000 Penalty: 5159.521484
	Iteration 19Q: 3 clusters Score -4478204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4478232.000000 Penalty: 5159.521484
	Iteration 20F: 3 clusters Score -4478232 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4478274.500000 Penalty: 5159.521484
	Iteration 21Q: 3 clusters Score -4478274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4478305.500000 Penalty: 5159.521484
	Iteration 22Q: 3 clusters Score -4478306 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4478312.500000 Penalty: 5159.521484
	Iteration 23Q: 3 clusters Score -4478312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4478327.500000 Penalty: 5159.521484
	Iteration 24Q: 3 clusters Score -4478328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4478336.000000 Penalty: 5159.521484
	Iteration 25Q: 3 clusters Score -4478336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4478353.500000 Penalty: 5159.521484
	Iteration 26Q: 3 clusters Score -4478354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4478389.000000 Penalty: 5159.521484
	Iteration 27Q: 3 clusters Score -4478389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4478426 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4478436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4478480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4478507.500000 Penalty: 5159.521484
	Iteration 31Q: 3 clusters Score -4478508 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4478545.500000 Penalty: 5159.521484
	Iteration 32Q: 3 clusters Score -4478546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4478566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4478625 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4478642.000000 Penalty: 5159.521484
	Iteration 35Q: 3 clusters Score -4478642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4478687.500000 Penalty: 5159.521484
	Iteration 36Q: 3 clusters Score -4478688 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4478713.000000 Penalty: 5159.521484
	Iteration 37Q: 3 clusters Score -4478713 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4478740 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4478790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4478830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4478874 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4478932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4478980 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4479033 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4479056 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4479106 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4479165.500000 Penalty: 5159.521484
	Iteration 47Q: 3 clusters Score -4479166 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4479204.000000 Penalty: 5159.521484
	Iteration 48Q: 3 clusters Score -4479204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4479270.500000 Penalty: 5159.521484
	Iteration 49Q: 3 clusters Score -4479270 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4479317.500000 Penalty: 5159.521484
	Iteration 50Q: 3 clusters Score -4479318 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4479376.000000 Penalty: 5159.521484
	Iteration 51Q: 3 clusters Score -4479376 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4479434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -4479502.000000 Penalty: 5159.521484
	Iteration 53Q: 3 clusters Score -4479502 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4479557 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4479618 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4479676.500000 Penalty: 5159.521484
	Iteration 56Q: 3 clusters Score -4479676 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4479745 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4479801 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4479835.500000 Penalty: 5159.521484
	Iteration 59Q: 3 clusters Score -4479836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4479913.500000 Penalty: 5159.521484
	Iteration 60F: 3 clusters Score -4479914 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4479978 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4480084 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4480200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4480304.500000 Penalty: 5159.521484
	Iteration 64Q: 3 clusters Score -4480304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4480403.500000 Penalty: 5159.521484
	Iteration 65Q: 3 clusters Score -4480404 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4480468 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4480557.000000 Penalty: 5159.521484
	Iteration 67Q: 3 clusters Score -4480557 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4480631.000000 Penalty: 5159.521484
	Iteration 68Q: 3 clusters Score -4480631 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4480700 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4480787.000000 Penalty: 5159.521484
	Iteration 70Q: 3 clusters Score -4480787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4480849.500000 Penalty: 5159.521484
	Iteration 71Q: 3 clusters Score -4480850 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4480965.500000 Penalty: 5159.521484
	Iteration 72Q: 3 clusters Score -4480966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4481051.500000 Penalty: 5159.521484
	Iteration 73Q: 3 clusters Score -4481052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4481137.500000 Penalty: 5159.521484
	Iteration 74Q: 3 clusters Score -4481138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4481209.000000 Penalty: 5159.521484
	Iteration 75Q: 3 clusters Score -4481209 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4481300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -4481376.000000 Penalty: 5159.521484
	Iteration 77Q: 3 clusters Score -4481376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4481424.000000 Penalty: 5159.521484
	Iteration 78Q: 3 clusters Score -4481424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4481471.500000 Penalty: 5159.521484
	Iteration 79Q: 3 clusters Score -4481472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4481520.000000 Penalty: 5159.521484
	Iteration 80F: 3 clusters Score -4481520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4481553.500000 Penalty: 5159.521484
	Iteration 81Q: 3 clusters Score -4481554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4481584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4481624.500000 Penalty: 5159.521484
	Iteration 83Q: 3 clusters Score -4481624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4481648.000000 Penalty: 5159.521484
	Iteration 84Q: 3 clusters Score -4481648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4481667.500000 Penalty: 5159.521484
	Iteration 85Q: 3 clusters Score -4481668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4481680.500000 Penalty: 5159.521484
	Iteration 86Q: 3 clusters Score -4481680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4481685.500000 Penalty: 5159.521484
	Iteration 87Q: 3 clusters Score -4481686 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4481696.000000 Penalty: 5159.521484
	Iteration 88Q: 3 clusters Score -4481696 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4481718.000000 Penalty: 5159.521484
	Iteration 89Q: 3 clusters Score -4481718 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4481739.000000 Penalty: 5159.521484
	Iteration 90Q: 3 clusters Score -4481739 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4481750.500000 Penalty: 5159.521484
	Iteration 91Q: 3 clusters Score -4481750 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4481755.500000 Penalty: 5159.521484
	Iteration 92Q: 3 clusters Score -4481756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4481764.500000 Penalty: 5159.521484
	Iteration 93Q: 3 clusters Score -4481764 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4481775.000000 Penalty: 5159.521484
	Iteration 94Q: 3 clusters Score -4481775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4481784.500000 Penalty: 5159.521484
	Iteration 95Q: 3 clusters Score -4481784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4481786.500000 Penalty: 5159.521484
	Iteration 96Q: 3 clusters Score -4481786 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4481787 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4481790.000000 Penalty: 5159.521484
	Iteration 98Q: 3 clusters Score -4481790 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4481793.000000 Penalty: 5159.521484
	Iteration 99Q: 3 clusters Score -4481793 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4481791.500000 Penalty: 5159.521484
	Iteration 100F: 3 clusters Score -4481792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4481797.500000 Penalty: 5159.521484
	Iteration 101Q: 3 clusters Score -4481798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4481795.000000 Penalty: 5159.521484
	Iteration 102Q: 3 clusters Score -4481795 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4481801.000000 Penalty: 5159.521484
	Iteration 103Q: 3 clusters Score -4481801 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4481801.500000 Penalty: 5159.521484
	Iteration 104Q: 3 clusters Score -4481802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4481811.000000 Penalty: 5159.521484
	Iteration 105Q: 3 clusters Score -4481811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4481808.500000 Penalty: 5159.521484
	Iteration 106Q: 3 clusters Score -4481808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -4481809.500000 Penalty: 5159.521484
	Iteration 107Q: 3 clusters Score -4481810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4481813.500000 Penalty: 5159.521484
	Iteration 108Q: 3 clusters Score -4481814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4481816.500000 Penalty: 5159.521484
	Iteration 109Q: 3 clusters Score -4481816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4481822.000000 Penalty: 5159.521484
	Iteration 110Q: 3 clusters Score -4481822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4481826.000000 Penalty: 5159.521484
	Iteration 111Q: 3 clusters Score -4481826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4481826.000000 Penalty: 5159.521484
	Iteration 112F: 3 clusters Score -4481826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43144.636719 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43144.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43336.425781 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43336.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43444.011719 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43444.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43497.445312 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43497.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43536.792969 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43536.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43569.910156 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43569.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43583.609375 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -43583.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43586.046875 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -43586.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43586.046875 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -43586.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180372 members 
Entering Unmasked Estep 
Score: -24241966.000000 Penalty: 3001.488525
	Iteration 0F: 2 clusters Score -2.424197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -24128258.000000 Penalty: 6002.977051
	Iteration 0F: 3 clusters Score -2.412826e+07 nChanged 86696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -24179452.000000 Penalty: 6002.977051
	Iteration 1F: 3 clusters Score -2.417945e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -24181472.000000 Penalty: 6002.977051
	Iteration 2Q: 3 clusters Score -2.418147e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -24184460.000000 Penalty: 6002.977051
	Iteration 3Q: 3 clusters Score -2.418446e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -24188698.000000 Penalty: 6002.977051
	Iteration 4Q: 3 clusters Score -2.41887e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -24194558.000000 Penalty: 6002.977051
	Iteration 5F: 3 clusters Score -2.419456e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -24201936.000000 Penalty: 6002.977051
	Iteration 6F: 3 clusters Score -2.420194e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -24210320.000000 Penalty: 6002.977051
	Iteration 7F: 3 clusters Score -2.421032e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -24216724.000000 Penalty: 6002.977051
	Iteration 8F: 3 clusters Score -2.421672e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -24219920.000000 Penalty: 6002.977051
	Iteration 9Q: 3 clusters Score -2.421992e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -24221048.000000 Penalty: 6002.977051
	Iteration 10Q: 3 clusters Score -2.422105e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -24221580.000000 Penalty: 6002.977051
	Iteration 11Q: 3 clusters Score -2.422158e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -24221698.000000 Penalty: 6002.977051
	Iteration 12Q: 3 clusters Score -2.42217e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -24222014.000000 Penalty: 6002.977051
	Iteration 13Q: 3 clusters Score -2.422201e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -24222310.000000 Penalty: 6002.977051
	Iteration 14Q: 3 clusters Score -2.422231e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -24222614.000000 Penalty: 6002.977051
	Iteration 15Q: 3 clusters Score -2.422261e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -24222962.000000 Penalty: 6002.977051
	Iteration 16Q: 3 clusters Score -2.422296e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -24223384.000000 Penalty: 6002.977051
	Iteration 17Q: 3 clusters Score -2.422338e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -24223672.000000 Penalty: 6002.977051
	Iteration 18Q: 3 clusters Score -2.422367e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -24223976.000000 Penalty: 6002.977051
	Iteration 19Q: 3 clusters Score -2.422398e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -24224332.000000 Penalty: 6002.977051
	Iteration 20F: 3 clusters Score -2.422433e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -24224588.000000 Penalty: 6002.977051
	Iteration 21Q: 3 clusters Score -2.422459e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -24224824.000000 Penalty: 6002.977051
	Iteration 22Q: 3 clusters Score -2.422482e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -24225082.000000 Penalty: 6002.977051
	Iteration 23Q: 3 clusters Score -2.422508e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -24225372.000000 Penalty: 6002.977051
	Iteration 24Q: 3 clusters Score -2.422537e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -24225594.000000 Penalty: 6002.977051
	Iteration 25Q: 3 clusters Score -2.422559e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -24225898.000000 Penalty: 6002.977051
	Iteration 26Q: 3 clusters Score -2.42259e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -24226162.000000 Penalty: 6002.977051
	Iteration 27Q: 3 clusters Score -2.422616e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -24226302.000000 Penalty: 6002.977051
	Iteration 28Q: 3 clusters Score -2.42263e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -24226522.000000 Penalty: 6002.977051
	Iteration 29Q: 3 clusters Score -2.422652e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -24226638.000000 Penalty: 6002.977051
	Iteration 30Q: 3 clusters Score -2.422664e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -24226934.000000 Penalty: 6002.977051
	Iteration 31Q: 3 clusters Score -2.422693e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -24227118.000000 Penalty: 6002.977051
	Iteration 32Q: 3 clusters Score -2.422712e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -24227332.000000 Penalty: 6002.977051
	Iteration 33Q: 3 clusters Score -2.422733e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -24227390.000000 Penalty: 6002.977051
	Iteration 34Q: 3 clusters Score -2.422739e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -24227582.000000 Penalty: 6002.977051
	Iteration 35Q: 3 clusters Score -2.422758e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -24227768.000000 Penalty: 6002.977051
	Iteration 36Q: 3 clusters Score -2.422777e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -24227922.000000 Penalty: 6002.977051
	Iteration 37Q: 3 clusters Score -2.422792e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -24228042.000000 Penalty: 6002.977051
	Iteration 38Q: 3 clusters Score -2.422804e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -24228298.000000 Penalty: 6002.977051
	Iteration 39Q: 3 clusters Score -2.42283e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -24228534.000000 Penalty: 6002.977051
	Iteration 40F: 3 clusters Score -2.422853e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109799 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -24228708.000000 Penalty: 6002.977051
	Iteration 41Q: 3 clusters Score -2.422871e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -24228914.000000 Penalty: 6002.977051
	Iteration 42Q: 3 clusters Score -2.422891e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -24229214.000000 Penalty: 6002.977051
	Iteration 43Q: 3 clusters Score -2.422921e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -24229448.000000 Penalty: 6002.977051
	Iteration 44Q: 3 clusters Score -2.422945e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -24229724.000000 Penalty: 6002.977051
	Iteration 45Q: 3 clusters Score -2.422972e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -24230286.000000 Penalty: 6002.977051
	Iteration 46Q: 3 clusters Score -2.423029e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -24230760.000000 Penalty: 6002.977051
	Iteration 47Q: 3 clusters Score -2.423076e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -24231182.000000 Penalty: 6002.977051
	Iteration 48Q: 3 clusters Score -2.423118e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -24231836.000000 Penalty: 6002.977051
	Iteration 49Q: 3 clusters Score -2.423184e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -24232226.000000 Penalty: 6002.977051
	Iteration 50Q: 3 clusters Score -2.423223e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -24232654.000000 Penalty: 6002.977051
	Iteration 51Q: 3 clusters Score -2.423265e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -24233170.000000 Penalty: 6002.977051
	Iteration 52Q: 3 clusters Score -2.423317e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -24233642.000000 Penalty: 6002.977051
	Iteration 53Q: 3 clusters Score -2.423364e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -24234078.000000 Penalty: 6002.977051
	Iteration 54Q: 3 clusters Score -2.423408e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -24234632.000000 Penalty: 6002.977051
	Iteration 55Q: 3 clusters Score -2.423463e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -24235162.000000 Penalty: 6002.977051
	Iteration 56Q: 3 clusters Score -2.423516e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -24235638.000000 Penalty: 6002.977051
	Iteration 57Q: 3 clusters Score -2.423564e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -24236180.000000 Penalty: 6002.977051
	Iteration 58Q: 3 clusters Score -2.423618e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -24236630.000000 Penalty: 6002.977051
	Iteration 59Q: 3 clusters Score -2.423663e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -24237302.000000 Penalty: 6002.977051
	Iteration 60F: 3 clusters Score -2.42373e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -24237922.000000 Penalty: 6002.977051
	Iteration 61Q: 3 clusters Score -2.423792e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -24238516.000000 Penalty: 6002.977051
	Iteration 62Q: 3 clusters Score -2.423852e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161150 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -24239056.000000 Penalty: 6002.977051
	Iteration 63Q: 3 clusters Score -2.423906e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -24239492.000000 Penalty: 6002.977051
	Iteration 64Q: 3 clusters Score -2.423949e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -24239860.000000 Penalty: 6002.977051
	Iteration 65Q: 3 clusters Score -2.423986e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -24239964.000000 Penalty: 6002.977051
	Iteration 66Q: 3 clusters Score -2.423996e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -24240182.000000 Penalty: 6002.977051
	Iteration 67Q: 3 clusters Score -2.424018e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -24240432.000000 Penalty: 6002.977051
	Iteration 68Q: 3 clusters Score -2.424043e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -24240586.000000 Penalty: 6002.977051
	Iteration 69Q: 3 clusters Score -2.424059e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -24240680.000000 Penalty: 6002.977051
	Iteration 70Q: 3 clusters Score -2.424068e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -24240788.000000 Penalty: 6002.977051
	Iteration 71Q: 3 clusters Score -2.424079e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174002 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -24240874.000000 Penalty: 6002.977051
	Iteration 72Q: 3 clusters Score -2.424087e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174570 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -24240890.000000 Penalty: 6002.977051
	Iteration 73Q: 3 clusters Score -2.424089e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -24240908.000000 Penalty: 6002.977051
	Iteration 74Q: 3 clusters Score -2.424091e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -24240942.000000 Penalty: 6002.977051
	Iteration 75Q: 3 clusters Score -2.424094e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -24241012.000000 Penalty: 6002.977051
	Iteration 76Q: 3 clusters Score -2.424101e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175932 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -24241020.000000 Penalty: 6002.977051
	Iteration 77Q: 3 clusters Score -2.424102e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176154 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -24241006.000000 Penalty: 6002.977051
	Iteration 78Q: 3 clusters Score -2.424101e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -24241014.000000 Penalty: 6002.977051
	Iteration 79Q: 3 clusters Score -2.424101e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176489 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -24241076.000000 Penalty: 6002.977051
	Iteration 80F: 3 clusters Score -2.424108e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -24241096.000000 Penalty: 6002.977051
	Iteration 81Q: 3 clusters Score -2.42411e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -24241092.000000 Penalty: 6002.977051
	Iteration 82Q: 3 clusters Score -2.424109e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -24241068.000000 Penalty: 6002.977051
	Iteration 83Q: 3 clusters Score -2.424107e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176968 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -24241062.000000 Penalty: 6002.977051
	Iteration 84Q: 3 clusters Score -2.424106e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177047 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -24241022.000000 Penalty: 6002.977051
	Iteration 85Q: 3 clusters Score -2.424102e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177122 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -24241014.000000 Penalty: 6002.977051
	Iteration 86Q: 3 clusters Score -2.424101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -24241006.000000 Penalty: 6002.977051
	Iteration 87Q: 3 clusters Score -2.424101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177230 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -24241004.000000 Penalty: 6002.977051
	Iteration 88Q: 3 clusters Score -2.4241e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177293 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -24241024.000000 Penalty: 6002.977051
	Iteration 89Q: 3 clusters Score -2.424102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -24241046.000000 Penalty: 6002.977051
	Iteration 90Q: 3 clusters Score -2.424105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -24241026.000000 Penalty: 6002.977051
	Iteration 91Q: 3 clusters Score -2.424103e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -24241048.000000 Penalty: 6002.977051
	Iteration 92Q: 3 clusters Score -2.424105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177433 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -24241048.000000 Penalty: 6002.977051
	Iteration 93Q: 3 clusters Score -2.424105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177472 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -24241024.000000 Penalty: 6002.977051
	Iteration 94Q: 3 clusters Score -2.424102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24240990.000000 Penalty: 6002.977051
	Iteration 95Q: 3 clusters Score -2.424099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177529 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -24241002.000000 Penalty: 6002.977051
	Iteration 96Q: 3 clusters Score -2.4241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -24241020.000000 Penalty: 6002.977051
	Iteration 97Q: 3 clusters Score -2.424102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177544 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -24241014.000000 Penalty: 6002.977051
	Iteration 98Q: 3 clusters Score -2.424101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -24241012.000000 Penalty: 6002.977051
	Iteration 99Q: 3 clusters Score -2.424101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -24241006.000000 Penalty: 6002.977051
	Iteration 100F: 3 clusters Score -2.424101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -24241014.000000 Penalty: 6002.977051
	Iteration 101Q: 3 clusters Score -2.424101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -24241026.000000 Penalty: 6002.977051
	Iteration 102Q: 3 clusters Score -2.424103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -24241028.000000 Penalty: 6002.977051
	Iteration 103Q: 3 clusters Score -2.424103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177577 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -24241026.000000 Penalty: 6002.977051
	Iteration 104Q: 3 clusters Score -2.424103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177589 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24241000.000000 Penalty: 6002.977051
	Iteration 105Q: 3 clusters Score -2.4241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177598 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24241006.000000 Penalty: 6002.977051
	Iteration 106Q: 3 clusters Score -2.424101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -24241000.000000 Penalty: 6002.977051
	Iteration 107Q: 3 clusters Score -2.4241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -24240994.000000 Penalty: 6002.977051
	Iteration 108Q: 3 clusters Score -2.424099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177630 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -24241012.000000 Penalty: 6002.977051
	Iteration 109Q: 3 clusters Score -2.424101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177644 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -24241020.000000 Penalty: 6002.977051
	Iteration 110Q: 3 clusters Score -2.424102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -24240996.000000 Penalty: 6002.977051
	Iteration 111Q: 3 clusters Score -2.4241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177672 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -24240976.000000 Penalty: 6002.977051
	Iteration 112Q: 3 clusters Score -2.424098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177690 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -24241000.000000 Penalty: 6002.977051
	Iteration 113Q: 3 clusters Score -2.4241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -24240978.000000 Penalty: 6002.977051
	Iteration 114Q: 3 clusters Score -2.424098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177720 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -24240956.000000 Penalty: 6002.977051
	Iteration 115Q: 3 clusters Score -2.424096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24240966.000000 Penalty: 6002.977051
	Iteration 116Q: 3 clusters Score -2.424097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -24240964.000000 Penalty: 6002.977051
	Iteration 117Q: 3 clusters Score -2.424096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -24240960.000000 Penalty: 6002.977051
	Iteration 118Q: 3 clusters Score -2.424096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177754 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -24240946.000000 Penalty: 6002.977051
	Iteration 119Q: 3 clusters Score -2.424095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24240946.000000 Penalty: 6002.977051
	Iteration 120F: 3 clusters Score -2.424095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177769 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24240934.000000 Penalty: 6002.977051
	Iteration 121Q: 3 clusters Score -2.424093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177779 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -24240950.000000 Penalty: 6002.977051
	Iteration 122Q: 3 clusters Score -2.424095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177786 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -24240968.000000 Penalty: 6002.977051
	Iteration 123Q: 3 clusters Score -2.424097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177797 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24240958.000000 Penalty: 6002.977051
	Iteration 124Q: 3 clusters Score -2.424096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -24240964.000000 Penalty: 6002.977051
	Iteration 125Q: 3 clusters Score -2.424096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -24240954.000000 Penalty: 6002.977051
	Iteration 126Q: 3 clusters Score -2.424095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177816 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -24240956.000000 Penalty: 6002.977051
	Iteration 127Q: 3 clusters Score -2.424096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177821 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -24240956.000000 Penalty: 6002.977051
	Iteration 128Q: 3 clusters Score -2.424096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -24240968.000000 Penalty: 6002.977051
	Iteration 129Q: 3 clusters Score -2.424097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177834 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -24240968.000000 Penalty: 6002.977051
	Iteration 130Q: 3 clusters Score -2.424097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177841 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -24240962.000000 Penalty: 6002.977051
	Iteration 131Q: 3 clusters Score -2.424096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -24240960.000000 Penalty: 6002.977051
	Iteration 132Q: 3 clusters Score -2.424096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177851 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -24240966.000000 Penalty: 6002.977051
	Iteration 133Q: 3 clusters Score -2.424097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24240944.000000 Penalty: 6002.977051
	Iteration 134Q: 3 clusters Score -2.424094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -24240976.000000 Penalty: 6002.977051
	Iteration 135Q: 3 clusters Score -2.424098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -24240986.000000 Penalty: 6002.977051
	Iteration 136Q: 3 clusters Score -2.424099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -24240976.000000 Penalty: 6002.977051
	Iteration 137Q: 3 clusters Score -2.424098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177885 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24240976.000000 Penalty: 6002.977051
	Iteration 138Q: 3 clusters Score -2.424098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177886 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -24240988.000000 Penalty: 6002.977051
	Iteration 139Q: 3 clusters Score -2.424099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -24240992.000000 Penalty: 6002.977051
	Iteration 140F: 3 clusters Score -2.424099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -24241002.000000 Penalty: 6002.977051
	Iteration 141Q: 3 clusters Score -2.4241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -24240998.000000 Penalty: 6002.977051
	Iteration 142Q: 3 clusters Score -2.4241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177892 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -24240996.000000 Penalty: 6002.977051
	Iteration 143Q: 3 clusters Score -2.4241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -24240988.000000 Penalty: 6002.977051
	Iteration 144Q: 3 clusters Score -2.424099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177895 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -24240998.000000 Penalty: 6002.977051
	Iteration 145Q: 3 clusters Score -2.4241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -24240988.000000 Penalty: 6002.977051
	Iteration 146Q: 3 clusters Score -2.424099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -24240994.000000 Penalty: 6002.977051
	Iteration 147Q: 3 clusters Score -2.424099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -24240994.000000 Penalty: 6002.977051
	Iteration 148F: 3 clusters Score -2.424099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157507.500000 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -155381.718750 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155381.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155886.359375 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155886.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156131.796875 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -156131.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156340.640625 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -156340.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156529.875000 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -156529.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -156635.000000 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -156635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -156786.203125 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -156786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157238.968750 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -157239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -157656.984375 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -157657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157726.421875 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -157726.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -157772.265625 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -157772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -157784.078125 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -157784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157800.359375 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -157800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -157809.734375 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -157809.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157824.390625 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -157824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -157844.984375 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -157845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -157861.984375 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -157862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -157873.921875 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -157873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -157889.406250 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -157889.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -157911.406250 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -157911.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -157945.781250 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -157945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -157976.671875 Penalty: 3548.301514
	Iteration 21Q: 3 clusters Score -157976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -157995.937500 Penalty: 3548.301514
	Iteration 22Q: 3 clusters Score -157995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -158002.343750 Penalty: 3548.301514
	Iteration 23Q: 3 clusters Score -158002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -158013.421875 Penalty: 3548.301514
	Iteration 24Q: 3 clusters Score -158013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -158028.875000 Penalty: 3548.301514
	Iteration 25Q: 3 clusters Score -158028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -158038.656250 Penalty: 3548.301514
	Iteration 26Q: 3 clusters Score -158038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -158056.921875 Penalty: 3548.301514
	Iteration 27Q: 3 clusters Score -158056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158082.625000 Penalty: 3548.301514
	Iteration 28Q: 3 clusters Score -158082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -158111.468750 Penalty: 3548.301514
	Iteration 29Q: 3 clusters Score -158111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -158133.046875 Penalty: 3548.301514
	Iteration 30Q: 3 clusters Score -158133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -158134.781250 Penalty: 3548.301514
	Iteration 31Q: 3 clusters Score -158134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -158136.812500 Penalty: 3548.301514
	Iteration 32Q: 3 clusters Score -158136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -158136.812500 Penalty: 3548.301514
	Iteration 33F: 3 clusters Score -158136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164749 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62736 members 
Mstep: Class 10 contains 193819 members 
Mstep: Class 11 contains 168827 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180372 members 
Mstep: Class 17 contains 971 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 308 members 
Entering Unmasked Estep 
Score: -180323168.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180323920.000000 to -180323168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (151936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Entering Unmasked Estep 
Score: -20531226.000000 Penalty: 2958.941162
	Iteration 0F: 2 clusters Score -2.053123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -20430620.000000 Penalty: 5917.882324
	Iteration 0F: 3 clusters Score -2.043062e+07 nChanged 72863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -20473324.000000 Penalty: 5917.882324
	Iteration 1F: 3 clusters Score -2.047332e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -20474280.000000 Penalty: 5917.882324
	Iteration 2Q: 3 clusters Score -2.047428e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -20475486.000000 Penalty: 5917.882324
	Iteration 3Q: 3 clusters Score -2.047549e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -20477294.000000 Penalty: 5917.882324
	Iteration 4Q: 3 clusters Score -2.047729e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -20480350.000000 Penalty: 5917.882324
	Iteration 5Q: 3 clusters Score -2.048035e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -20485322.000000 Penalty: 5917.882324
	Iteration 6F: 3 clusters Score -2.048532e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -20492944.000000 Penalty: 5917.882324
	Iteration 7F: 3 clusters Score -2.049294e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -20502262.000000 Penalty: 5917.882324
	Iteration 8F: 3 clusters Score -2.050226e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -20511494.000000 Penalty: 5917.882324
	Iteration 9F: 3 clusters Score -2.051149e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -20518836.000000 Penalty: 5917.882324
	Iteration 10F: 3 clusters Score -2.051884e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -20523346.000000 Penalty: 5917.882324
	Iteration 11Q: 3 clusters Score -2.052335e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -20525936.000000 Penalty: 5917.882324
	Iteration 12Q: 3 clusters Score -2.052594e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 149897 members 
Entering Unmasked Estep 
Score: -20527396.000000 Penalty: 5917.882324
	Iteration 13Q: 3 clusters Score -2.05274e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -20527972.000000 Penalty: 5917.882324
	Iteration 14Q: 3 clusters Score -2.052797e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -20528304.000000 Penalty: 5917.882324
	Iteration 15Q: 3 clusters Score -2.05283e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 151347 members 
Entering Unmasked Estep 
Score: -20528414.000000 Penalty: 5917.882324
	Iteration 16Q: 3 clusters Score -2.052841e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -20528522.000000 Penalty: 5917.882324
	Iteration 17Q: 3 clusters Score -2.052852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20528582.000000 Penalty: 5917.882324
	Iteration 18Q: 3 clusters Score -2.052858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -20528636.000000 Penalty: 5917.882324
	Iteration 19Q: 3 clusters Score -2.052864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -20528646.000000 Penalty: 5917.882324
	Iteration 20F: 3 clusters Score -2.052865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -20528660.000000 Penalty: 5917.882324
	Iteration 21Q: 3 clusters Score -2.052866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -20528674.000000 Penalty: 5917.882324
	Iteration 22Q: 3 clusters Score -2.052867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -20528684.000000 Penalty: 5917.882324
	Iteration 23Q: 3 clusters Score -2.052868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -20528686.000000 Penalty: 5917.882324
	Iteration 24Q: 3 clusters Score -2.052869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -20528690.000000 Penalty: 5917.882324
	Iteration 25Q: 3 clusters Score -2.052869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 5917.882324
	Iteration 26Q: 3 clusters Score -2.052869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 5917.882324
	Iteration 27Q: 3 clusters Score -2.052869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -20528688.000000 Penalty: 5917.882324
	Iteration 28Q: 3 clusters Score -2.052869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -20528702.000000 Penalty: 5917.882324
	Iteration 29Q: 3 clusters Score -2.05287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -20528698.000000 Penalty: 5917.882324
	Iteration 30Q: 3 clusters Score -2.05287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -20528690.000000 Penalty: 5917.882324
	Iteration 31Q: 3 clusters Score -2.052869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -20528700.000000 Penalty: 5917.882324
	Iteration 32Q: 3 clusters Score -2.05287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 151563 members 
Entering Unmasked Estep 
Score: -20528698.000000 Penalty: 5917.882324
	Iteration 33Q: 3 clusters Score -2.05287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 5917.882324
	Iteration 34Q: 3 clusters Score -2.052869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -20528700.000000 Penalty: 5917.882324
	Iteration 35Q: 3 clusters Score -2.05287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -20528702.000000 Penalty: 5917.882324
	Iteration 36Q: 3 clusters Score -2.05287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -20528696.000000 Penalty: 5917.882324
	Iteration 37Q: 3 clusters Score -2.05287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -20528696.000000 Penalty: 5917.882324
	Iteration 38F: 3 clusters Score -2.05287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Entering Unmasked Estep 
Score: -4473829.000000 Penalty: 2589.600830
	Iteration 0F: 2 clusters Score -4473829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4450432.500000 Penalty: 5179.201660
	Iteration 0F: 3 clusters Score -4450432 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4459100.000000 Penalty: 5179.201660
	Iteration 1F: 3 clusters Score -4459100 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4459810.000000 Penalty: 5179.201660
	Iteration 2F: 3 clusters Score -4459810 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4460666.000000 Penalty: 5179.201660
	Iteration 3F: 3 clusters Score -4460666 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4461758.000000 Penalty: 5179.201660
	Iteration 4F: 3 clusters Score -4461758 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4463149.000000 Penalty: 5179.201660
	Iteration 5F: 3 clusters Score -4463149 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4464746.000000 Penalty: 5179.201660
	Iteration 6F: 3 clusters Score -4464746 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4466501.500000 Penalty: 5179.201660
	Iteration 7F: 3 clusters Score -4466502 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4468257.000000 Penalty: 5179.201660
	Iteration 8F: 3 clusters Score -4468257 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4469663.500000 Penalty: 5179.201660
	Iteration 9Q: 3 clusters Score -4469664 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4470519.500000 Penalty: 5179.201660
	Iteration 10Q: 3 clusters Score -4470520 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4471032.000000 Penalty: 5179.201660
	Iteration 11Q: 3 clusters Score -4471032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4471344.500000 Penalty: 5179.201660
	Iteration 12Q: 3 clusters Score -4471344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4471501.000000 Penalty: 5179.201660
	Iteration 13Q: 3 clusters Score -4471501 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4471611.000000 Penalty: 5179.201660
	Iteration 14Q: 3 clusters Score -4471611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4471664.000000 Penalty: 5179.201660
	Iteration 15Q: 3 clusters Score -4471664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4471702.500000 Penalty: 5179.201660
	Iteration 16Q: 3 clusters Score -4471702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4471727.500000 Penalty: 5179.201660
	Iteration 17Q: 3 clusters Score -4471728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4471749.500000 Penalty: 5179.201660
	Iteration 18Q: 3 clusters Score -4471750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4471751.500000 Penalty: 5179.201660
	Iteration 19Q: 3 clusters Score -4471752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4471763.000000 Penalty: 5179.201660
	Iteration 20F: 3 clusters Score -4471763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4471769.500000 Penalty: 5179.201660
	Iteration 21Q: 3 clusters Score -4471770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4471776.000000 Penalty: 5179.201660
	Iteration 22Q: 3 clusters Score -4471776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4471786.000000 Penalty: 5179.201660
	Iteration 23Q: 3 clusters Score -4471786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4471790.500000 Penalty: 5179.201660
	Iteration 24Q: 3 clusters Score -4471790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4471794.000000 Penalty: 5179.201660
	Iteration 25Q: 3 clusters Score -4471794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4471795.000000 Penalty: 5179.201660
	Iteration 26Q: 3 clusters Score -4471795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4471798.500000 Penalty: 5179.201660
	Iteration 27Q: 3 clusters Score -4471798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4471797.500000 Penalty: 5179.201660
	Iteration 28Q: 3 clusters Score -4471798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4471800.000000 Penalty: 5179.201660
	Iteration 29Q: 3 clusters Score -4471800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4471802.500000 Penalty: 5179.201660
	Iteration 30Q: 3 clusters Score -4471802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4471804.000000 Penalty: 5179.201660
	Iteration 31Q: 3 clusters Score -4471804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4471804.000000 Penalty: 5179.201660
	Iteration 32Q: 3 clusters Score -4471804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4471804.000000 Penalty: 5179.201660
	Iteration 33F: 3 clusters Score -4471804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 147 members 
Entering Unmasked Estep 
Score: -32076.113281 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32076.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32203.679688 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32203.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32226.671875 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -32226.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32235.835938 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32235.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32237.798828 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32250.556641 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32250.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32253.728516 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32253.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32263.875000 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -32263.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32287.857422 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -32287.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32289.437500 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -32289.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32289.437500 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -32289.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 283 members 
Entering Unmasked Estep 
Score: -66291.601562 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66291.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66534.875000 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66534.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66650.984375 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66650.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66694.914062 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -66694.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66711.687500 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -66711.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66734.421875 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -66734.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66744.289062 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -66744.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66748.203125 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -66748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66776.414062 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -66776.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66804.507812 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -66804.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66817.320312 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -66817.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66822.531250 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -66822.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66828.335938 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -66828.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66828.335938 Penalty: 3158.620605
	Iteration 13F: 3 clusters Score -66828.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 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 203 members 
Entering Unmasked Estep 
Score: -50615.308594 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50615.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50762.570312 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50762.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50824.375000 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -50824.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50843.257812 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50843.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50858.445312 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50858.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50863.863281 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50863.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50863.863281 Penalty: 2986.427490
	Iteration 6F: 3 clusters Score -50863.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164749 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62736 members 
Mstep: Class 10 contains 193819 members 
Mstep: Class 11 contains 168827 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180372 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 439Q: 23 clusters Score -1.803239e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193818 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 34268 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 440F: 23 clusters Score -1.803239e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4479 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193818 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 441Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193818 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 442Q: 23 clusters Score -1.80324e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193817 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323984.000000 Penalty: 77098.109375
Iteration 443Q: 23 clusters Score -1.80324e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193817 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 444Q: 23 clusters Score -1.80324e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193816 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34271 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 445Q: 23 clusters Score -1.803239e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193815 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34272 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 446Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193813 members 
Mstep: Class 11 contains 168825 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163281 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 447Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193811 members 
Mstep: Class 11 contains 168825 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 448Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164750 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193811 members 
Mstep: Class 11 contains 168825 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180371 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 449Q: 23 clusters Score -1.80324e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164752 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193809 members 
Mstep: Class 11 contains 168825 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32935 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 450Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164752 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193808 members 
Mstep: Class 11 contains 168824 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163284 members 
Mstep: Class 14 contains 32936 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180370 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323872.000000 Penalty: 77098.109375
Iteration 451Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164752 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193808 members 
Mstep: Class 11 contains 168822 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 32936 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180372 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323824.000000 Penalty: 77098.109375
Iteration 452Q: 23 clusters Score -1.803238e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164751 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54969 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193808 members 
Mstep: Class 11 contains 168821 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163282 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180374 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 453Q: 23 clusters Score -1.803239e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164751 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54970 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193807 members 
Mstep: Class 11 contains 168822 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151939 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 454Q: 23 clusters Score -1.803239e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164751 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168821 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180374 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323856.000000 Penalty: 77098.109375
Iteration 455Q: 23 clusters Score -1.803239e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164751 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193807 members 
Mstep: Class 11 contains 168816 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163286 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 456Q: 23 clusters Score -1.803239e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164752 members 
Mstep: Class 3 contains 137866 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168814 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323888.000000 Penalty: 77098.109375
Iteration 457Q: 23 clusters Score -1.803239e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164753 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168810 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163292 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 458Q: 23 clusters Score -1.803239e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164753 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54973 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168810 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180377 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34273 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 459Q: 23 clusters Score -1.803239e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164753 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54974 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62737 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168808 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180379 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 460F: 23 clusters Score -1.80324e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164753 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54974 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62739 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168805 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 461Q: 23 clusters Score -1.80324e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164753 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54974 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62739 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168805 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151936 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324000.000000 Penalty: 77098.109375
Iteration 462Q: 23 clusters Score -1.80324e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164754 members 
Mstep: Class 3 contains 137867 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168804 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151937 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 463Q: 23 clusters Score -1.80324e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168800 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163288 members 
Mstep: Class 14 contains 32938 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 464Q: 23 clusters Score -1.80324e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168798 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180380 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151938 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 465Q: 23 clusters Score -1.803239e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168796 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180379 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151939 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 466Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164754 members 
Mstep: Class 3 contains 137869 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168795 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180379 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151940 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 467Q: 23 clusters Score -1.803239e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180379 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151941 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 468Q: 23 clusters Score -1.80324e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180378 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151943 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 469Q: 23 clusters Score -1.80324e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180378 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151943 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323968.000000 Penalty: 77098.109375
Iteration 470Q: 23 clusters Score -1.80324e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164755 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193807 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180377 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151943 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323920.000000 Penalty: 77098.109375
Iteration 471Q: 23 clusters Score -1.803239e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164756 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180375 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 472Q: 23 clusters Score -1.80324e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164756 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193806 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 473Q: 23 clusters Score -1.803239e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164756 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151945 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 474Q: 23 clusters Score -1.80324e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164757 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168793 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163291 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323904.000000 Penalty: 77098.109375
Iteration 475Q: 23 clusters Score -1.803239e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164757 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54975 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163290 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323936.000000 Penalty: 77098.109375
Iteration 476Q: 23 clusters Score -1.803239e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164757 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54976 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 477Q: 23 clusters Score -1.80324e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164757 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54976 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323952.000000 Penalty: 77098.109375
Iteration 478F: 23 clusters Score -1.80324e+08 nChanged 0
Entering ConstructFrom: 
Score: -180323952.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -161125.531250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -161125.5 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 623 members 
Entering Unmasked Estep 
Score: -158971.171875 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -158971.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159333.437500 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -159333.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159445.015625 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -159445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159513.671875 Penalty: 3550.236816
	Iteration 3Q: 3 clusters Score -159513.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159559.250000 Penalty: 3550.236816
	Iteration 4Q: 3 clusters Score -159559.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -159579.093750 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -159579.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -159597.281250 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -159597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159612.593750 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -159612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159626.015625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -159626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159637.671875 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -159637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159645.265625 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -159645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159651.187500 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -159651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159656.000000 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -159656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159661.296875 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -159661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159671.843750 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -159671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159685.328125 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -159685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159689.000000 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -159689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159689.546875 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -159689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159689.828125 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -159689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159689.828125 Penalty: 3550.236816
	Iteration 19F: 3 clusters Score -159689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Entering Unmasked Estep 
Score: -22209218.000000 Penalty: 2979.032227
	Iteration 0F: 2 clusters Score -2.220922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -22102390.000000 Penalty: 5958.064453
	Iteration 0F: 3 clusters Score -2.210239e+07 nChanged 78991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -22149488.000000 Penalty: 5958.064453
	Iteration 1F: 3 clusters Score -2.214949e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -22152270.000000 Penalty: 5958.064453
	Iteration 2Q: 3 clusters Score -2.215227e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -22156360.000000 Penalty: 5958.064453
	Iteration 3Q: 3 clusters Score -2.215636e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -22163158.000000 Penalty: 5958.064453
	Iteration 4F: 3 clusters Score -2.216316e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 124165 members 
Entering Unmasked Estep 
Score: -22172494.000000 Penalty: 5958.064453
	Iteration 5F: 3 clusters Score -2.217249e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -22183728.000000 Penalty: 5958.064453
	Iteration 6F: 3 clusters Score -2.218373e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -22193440.000000 Penalty: 5958.064453
	Iteration 7F: 3 clusters Score -2.219344e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -22199802.000000 Penalty: 5958.064453
	Iteration 8Q: 3 clusters Score -2.21998e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -22203200.000000 Penalty: 5958.064453
	Iteration 9Q: 3 clusters Score -2.22032e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -22204856.000000 Penalty: 5958.064453
	Iteration 10Q: 3 clusters Score -2.220486e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -22205638.000000 Penalty: 5958.064453
	Iteration 11Q: 3 clusters Score -2.220564e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -22205980.000000 Penalty: 5958.064453
	Iteration 12Q: 3 clusters Score -2.220598e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -22206240.000000 Penalty: 5958.064453
	Iteration 13Q: 3 clusters Score -2.220624e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -22206378.000000 Penalty: 5958.064453
	Iteration 14Q: 3 clusters Score -2.220638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -22206458.000000 Penalty: 5958.064453
	Iteration 15Q: 3 clusters Score -2.220646e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -22206488.000000 Penalty: 5958.064453
	Iteration 16Q: 3 clusters Score -2.220649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 164261 members 
Entering Unmasked Estep 
Score: -22206492.000000 Penalty: 5958.064453
	Iteration 17Q: 3 clusters Score -2.220649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -22206530.000000 Penalty: 5958.064453
	Iteration 18Q: 3 clusters Score -2.220653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -22206544.000000 Penalty: 5958.064453
	Iteration 19Q: 3 clusters Score -2.220654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 164305 members 
Entering Unmasked Estep 
Score: -22206564.000000 Penalty: 5958.064453
	Iteration 20F: 3 clusters Score -2.220656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -22206598.000000 Penalty: 5958.064453
	Iteration 21Q: 3 clusters Score -2.22066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -22206614.000000 Penalty: 5958.064453
	Iteration 22Q: 3 clusters Score -2.220661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22206610.000000 Penalty: 5958.064453
	Iteration 23Q: 3 clusters Score -2.220661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -22206632.000000 Penalty: 5958.064453
	Iteration 24Q: 3 clusters Score -2.220663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -22206622.000000 Penalty: 5958.064453
	Iteration 25Q: 3 clusters Score -2.220662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -22206630.000000 Penalty: 5958.064453
	Iteration 26Q: 3 clusters Score -2.220663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -22206630.000000 Penalty: 5958.064453
	Iteration 27Q: 3 clusters Score -2.220663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -22206634.000000 Penalty: 5958.064453
	Iteration 28Q: 3 clusters Score -2.220663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -22206636.000000 Penalty: 5958.064453
	Iteration 29Q: 3 clusters Score -2.220664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -22206644.000000 Penalty: 5958.064453
	Iteration 30Q: 3 clusters Score -2.220664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -22206642.000000 Penalty: 5958.064453
	Iteration 31Q: 3 clusters Score -2.220664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -22206652.000000 Penalty: 5958.064453
	Iteration 32Q: 3 clusters Score -2.220665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -22206652.000000 Penalty: 5958.064453
	Iteration 33Q: 3 clusters Score -2.220665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -22206652.000000 Penalty: 5958.064453
	Iteration 34F: 3 clusters Score -2.220665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Entering Unmasked Estep 
Score: -18457744.000000 Penalty: 2934.844971
	Iteration 0F: 2 clusters Score -1.845774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -18366104.000000 Penalty: 5869.689941
	Iteration 0F: 3 clusters Score -1.83661e+07 nChanged 65833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -18403786.000000 Penalty: 5869.689941
	Iteration 1F: 3 clusters Score -1.840379e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -18404658.000000 Penalty: 5869.689941
	Iteration 2Q: 3 clusters Score -1.840466e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -18406368.000000 Penalty: 5869.689941
	Iteration 3Q: 3 clusters Score -1.840637e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -18409686.000000 Penalty: 5869.689941
	Iteration 4Q: 3 clusters Score -1.840969e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -18415500.000000 Penalty: 5869.689941
	Iteration 5F: 3 clusters Score -1.84155e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -18424508.000000 Penalty: 5869.689941
	Iteration 6F: 3 clusters Score -1.842451e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 109177 members 
Entering Unmasked Estep 
Score: -18435552.000000 Penalty: 5869.689941
	Iteration 7F: 3 clusters Score -1.843555e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -18445488.000000 Penalty: 5869.689941
	Iteration 8F: 3 clusters Score -1.844549e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -18451540.000000 Penalty: 5869.689941
	Iteration 9Q: 3 clusters Score -1.845154e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -18453856.000000 Penalty: 5869.689941
	Iteration 10Q: 3 clusters Score -1.845386e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -18454668.000000 Penalty: 5869.689941
	Iteration 11Q: 3 clusters Score -1.845467e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -18455134.000000 Penalty: 5869.689941
	Iteration 12Q: 3 clusters Score -1.845513e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -18455410.000000 Penalty: 5869.689941
	Iteration 13Q: 3 clusters Score -1.845541e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -18455618.000000 Penalty: 5869.689941
	Iteration 14Q: 3 clusters Score -1.845562e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 127038 members 
Entering Unmasked Estep 
Score: -18455804.000000 Penalty: 5869.689941
	Iteration 15Q: 3 clusters Score -1.84558e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -18455900.000000 Penalty: 5869.689941
	Iteration 16Q: 3 clusters Score -1.84559e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -18455936.000000 Penalty: 5869.689941
	Iteration 17Q: 3 clusters Score -1.845594e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
Score: -18455934.000000 Penalty: 5869.689941
	Iteration 18Q: 3 clusters Score -1.845593e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -18455982.000000 Penalty: 5869.689941
	Iteration 19Q: 3 clusters Score -1.845598e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 128770 members 
Entering Unmasked Estep 
Score: -18456018.000000 Penalty: 5869.689941
	Iteration 20F: 3 clusters Score -1.845602e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -18456110.000000 Penalty: 5869.689941
	Iteration 21Q: 3 clusters Score -1.845611e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -18456196.000000 Penalty: 5869.689941
	Iteration 22Q: 3 clusters Score -1.84562e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 129418 members 
Entering Unmasked Estep 
Score: -18456228.000000 Penalty: 5869.689941
	Iteration 23Q: 3 clusters Score -1.845623e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -18456252.000000 Penalty: 5869.689941
	Iteration 24Q: 3 clusters Score -1.845625e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -18456272.000000 Penalty: 5869.689941
	Iteration 25Q: 3 clusters Score -1.845627e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -18456298.000000 Penalty: 5869.689941
	Iteration 26Q: 3 clusters Score -1.84563e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -18456310.000000 Penalty: 5869.689941
	Iteration 27Q: 3 clusters Score -1.845631e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -18456330.000000 Penalty: 5869.689941
	Iteration 28Q: 3 clusters Score -1.845633e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 130239 members 
Entering Unmasked Estep 
Score: -18456376.000000 Penalty: 5869.689941
	Iteration 29Q: 3 clusters Score -1.845638e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 130364 members 
Entering Unmasked Estep 
Score: -18456408.000000 Penalty: 5869.689941
	Iteration 30Q: 3 clusters Score -1.845641e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 130495 members 
Entering Unmasked Estep 
Score: -18456424.000000 Penalty: 5869.689941
	Iteration 31Q: 3 clusters Score -1.845642e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 130619 members 
Entering Unmasked Estep 
Score: -18456382.000000 Penalty: 5869.689941
	Iteration 32Q: 3 clusters Score -1.845638e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -18456400.000000 Penalty: 5869.689941
	Iteration 33Q: 3 clusters Score -1.84564e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -18456464.000000 Penalty: 5869.689941
	Iteration 34Q: 3 clusters Score -1.845646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 131004 members 
Entering Unmasked Estep 
Score: -18456454.000000 Penalty: 5869.689941
	Iteration 35Q: 3 clusters Score -1.845645e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -18456434.000000 Penalty: 5869.689941
	Iteration 36Q: 3 clusters Score -1.845643e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 131251 members 
Entering Unmasked Estep 
Score: -18456478.000000 Penalty: 5869.689941
	Iteration 37Q: 3 clusters Score -1.845648e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -18456450.000000 Penalty: 5869.689941
	Iteration 38Q: 3 clusters Score -1.845645e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -18456482.000000 Penalty: 5869.689941
	Iteration 39Q: 3 clusters Score -1.845648e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -18456472.000000 Penalty: 5869.689941
	Iteration 40F: 3 clusters Score -1.845647e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -18456482.000000 Penalty: 5869.689941
	Iteration 41Q: 3 clusters Score -1.845648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -18456518.000000 Penalty: 5869.689941
	Iteration 42Q: 3 clusters Score -1.845652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 131822 members 
Entering Unmasked Estep 
Score: -18456534.000000 Penalty: 5869.689941
	Iteration 43Q: 3 clusters Score -1.845653e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 131908 members 
Entering Unmasked Estep 
Score: -18456560.000000 Penalty: 5869.689941
	Iteration 44Q: 3 clusters Score -1.845656e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -18456536.000000 Penalty: 5869.689941
	Iteration 45Q: 3 clusters Score -1.845654e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -18456566.000000 Penalty: 5869.689941
	Iteration 46Q: 3 clusters Score -1.845657e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 132154 members 
Entering Unmasked Estep 
Score: -18456564.000000 Penalty: 5869.689941
	Iteration 47Q: 3 clusters Score -1.845656e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -18456588.000000 Penalty: 5869.689941
	Iteration 48Q: 3 clusters Score -1.845659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 132287 members 
Entering Unmasked Estep 
Score: -18456590.000000 Penalty: 5869.689941
	Iteration 49Q: 3 clusters Score -1.845659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -18456572.000000 Penalty: 5869.689941
	Iteration 50Q: 3 clusters Score -1.845657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -18456590.000000 Penalty: 5869.689941
	Iteration 51Q: 3 clusters Score -1.845659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -18456562.000000 Penalty: 5869.689941
	Iteration 52Q: 3 clusters Score -1.845656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -18456578.000000 Penalty: 5869.689941
	Iteration 53Q: 3 clusters Score -1.845658e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -18456568.000000 Penalty: 5869.689941
	Iteration 54Q: 3 clusters Score -1.845657e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 132569 members 
Entering Unmasked Estep 
Score: -18456576.000000 Penalty: 5869.689941
	Iteration 55Q: 3 clusters Score -1.845658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 132605 members 
Entering Unmasked Estep 
Score: -18456558.000000 Penalty: 5869.689941
	Iteration 56Q: 3 clusters Score -1.845656e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -18456542.000000 Penalty: 5869.689941
	Iteration 57Q: 3 clusters Score -1.845654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -18456562.000000 Penalty: 5869.689941
	Iteration 58Q: 3 clusters Score -1.845656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 132698 members 
Entering Unmasked Estep 
Score: -18456574.000000 Penalty: 5869.689941
	Iteration 59Q: 3 clusters Score -1.845657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 132714 members 
Entering Unmasked Estep 
Score: -18456556.000000 Penalty: 5869.689941
	Iteration 60F: 3 clusters Score -1.845656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 132734 members 
Entering Unmasked Estep 
Score: -18456582.000000 Penalty: 5869.689941
	Iteration 61Q: 3 clusters Score -1.845658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 132752 members 
Entering Unmasked Estep 
Score: -18456580.000000 Penalty: 5869.689941
	Iteration 62Q: 3 clusters Score -1.845658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -18456586.000000 Penalty: 5869.689941
	Iteration 63Q: 3 clusters Score -1.845659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -18456576.000000 Penalty: 5869.689941
	Iteration 64Q: 3 clusters Score -1.845658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -18456596.000000 Penalty: 5869.689941
	Iteration 65Q: 3 clusters Score -1.84566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -18456598.000000 Penalty: 5869.689941
	Iteration 66Q: 3 clusters Score -1.84566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -18456592.000000 Penalty: 5869.689941
	Iteration 67Q: 3 clusters Score -1.845659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 132860 members 
Entering Unmasked Estep 
Score: -18456616.000000 Penalty: 5869.689941
	Iteration 68Q: 3 clusters Score -1.845662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 132883 members 
Entering Unmasked Estep 
Score: -18456624.000000 Penalty: 5869.689941
	Iteration 69Q: 3 clusters Score -1.845662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -18456626.000000 Penalty: 5869.689941
	Iteration 70Q: 3 clusters Score -1.845663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -18456640.000000 Penalty: 5869.689941
	Iteration 71Q: 3 clusters Score -1.845664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 132947 members 
Entering Unmasked Estep 
Score: -18456628.000000 Penalty: 5869.689941
	Iteration 72Q: 3 clusters Score -1.845663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -18456628.000000 Penalty: 5869.689941
	Iteration 73Q: 3 clusters Score -1.845663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -18456634.000000 Penalty: 5869.689941
	Iteration 74Q: 3 clusters Score -1.845663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 132996 members 
Entering Unmasked Estep 
Score: -18456618.000000 Penalty: 5869.689941
	Iteration 75Q: 3 clusters Score -1.845662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -18456626.000000 Penalty: 5869.689941
	Iteration 76Q: 3 clusters Score -1.845663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -18456616.000000 Penalty: 5869.689941
	Iteration 77Q: 3 clusters Score -1.845662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -18456656.000000 Penalty: 5869.689941
	Iteration 78Q: 3 clusters Score -1.845666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 133081 members 
Entering Unmasked Estep 
Score: -18456662.000000 Penalty: 5869.689941
	Iteration 79Q: 3 clusters Score -1.845666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -18456668.000000 Penalty: 5869.689941
	Iteration 80F: 3 clusters Score -1.845667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 133127 members 
Entering Unmasked Estep 
Score: -18456652.000000 Penalty: 5869.689941
	Iteration 81Q: 3 clusters Score -1.845665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -18456662.000000 Penalty: 5869.689941
	Iteration 82Q: 3 clusters Score -1.845666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -18456652.000000 Penalty: 5869.689941
	Iteration 83Q: 3 clusters Score -1.845665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -18456696.000000 Penalty: 5869.689941
	Iteration 84Q: 3 clusters Score -1.84567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 133216 members 
Entering Unmasked Estep 
Score: -18456696.000000 Penalty: 5869.689941
	Iteration 85Q: 3 clusters Score -1.84567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 133223 members 
Entering Unmasked Estep 
Score: -18456690.000000 Penalty: 5869.689941
	Iteration 86Q: 3 clusters Score -1.845669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 133228 members 
Entering Unmasked Estep 
Score: -18456688.000000 Penalty: 5869.689941
	Iteration 87Q: 3 clusters Score -1.845669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -18456698.000000 Penalty: 5869.689941
	Iteration 88Q: 3 clusters Score -1.84567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 5869.689941
	Iteration 89Q: 3 clusters Score -1.845671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -18456684.000000 Penalty: 5869.689941
	Iteration 90Q: 3 clusters Score -1.845668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -18456698.000000 Penalty: 5869.689941
	Iteration 91Q: 3 clusters Score -1.84567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -18456694.000000 Penalty: 5869.689941
	Iteration 92Q: 3 clusters Score -1.845669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -18456692.000000 Penalty: 5869.689941
	Iteration 93Q: 3 clusters Score -1.845669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -18456696.000000 Penalty: 5869.689941
	Iteration 94Q: 3 clusters Score -1.84567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -18456692.000000 Penalty: 5869.689941
	Iteration 95Q: 3 clusters Score -1.845669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 133301 members 
Entering Unmasked Estep 
Score: -18456710.000000 Penalty: 5869.689941
	Iteration 96Q: 3 clusters Score -1.845671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -18456700.000000 Penalty: 5869.689941
	Iteration 97Q: 3 clusters Score -1.84567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -18456704.000000 Penalty: 5869.689941
	Iteration 98Q: 3 clusters Score -1.84567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -18456716.000000 Penalty: 5869.689941
	Iteration 99Q: 3 clusters Score -1.845672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.689941
	Iteration 100F: 3 clusters Score -1.84567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 133357 members 
Entering Unmasked Estep 
Score: -18456704.000000 Penalty: 5869.689941
	Iteration 101Q: 3 clusters Score -1.84567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 133366 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 5869.689941
	Iteration 102Q: 3 clusters Score -1.845671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -18456716.000000 Penalty: 5869.689941
	Iteration 103Q: 3 clusters Score -1.845672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -18456698.000000 Penalty: 5869.689941
	Iteration 104Q: 3 clusters Score -1.84567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 133384 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.689941
	Iteration 105Q: 3 clusters Score -1.84567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.689941
	Iteration 106Q: 3 clusters Score -1.84567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -18456708.000000 Penalty: 5869.689941
	Iteration 107Q: 3 clusters Score -1.845671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -18456702.000000 Penalty: 5869.689941
	Iteration 108Q: 3 clusters Score -1.84567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -18456706.000000 Penalty: 5869.689941
	Iteration 109Q: 3 clusters Score -1.845671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -18456704.000000 Penalty: 5869.689941
	Iteration 110Q: 3 clusters Score -1.84567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -18456704.000000 Penalty: 5869.689941
	Iteration 111F: 3 clusters Score -1.84567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -997418.500000 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -997418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -991110.437500 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -991110.4 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -992855.875000 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -992855.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -993091.062500 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -993091.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -993237.625000 Penalty: 4456.532227
	Iteration 3Q: 3 clusters Score -993237.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -993358.000000 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -993358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -993459.687500 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -993459.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -993558.000000 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -993558 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -993664.750000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -993664.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -993767.687500 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -993767.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -993873.812500 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -993873.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -993988.750000 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -993988.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -994105.250000 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -994105.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -994237.562500 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -994237.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -994404.750000 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -994404.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -994598.937500 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -994598.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -994836.062500 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -994836.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -995088.625000 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -995088.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -995335.000000 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -995335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -995555.500000 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -995555.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -995714.375000 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -995714.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -995817.187500 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -995817.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -995883.875000 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -995883.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -995926.125000 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -995926.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -995950.437500 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -995950.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -995972.875000 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -995972.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -995990.250000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -995990.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -996001.312500 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -996001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -996013.625000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -996013.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -996031.437500 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -996031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -996040.125000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -996040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -996045.375000 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -996045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -996047.625000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -996047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -996050.000000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -996050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -996050.500000 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -996050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -996052.562500 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -996052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -996052.562500 Penalty: 4456.532227
	Iteration 35F: 3 clusters Score -996052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -593100.937500 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -593100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -588897.125000 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -588897.1 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -589884.062500 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -589884.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -590060.187500 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -590060.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -590159.375000 Penalty: 4170.059570
	Iteration 3Q: 3 clusters Score -590159.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -590231.687500 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -590231.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -590276.625000 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -590276.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -590309.125000 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -590309.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -590335.937500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -590335.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -590361.062500 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -590361.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -590381.000000 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -590381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -590395.250000 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -590395.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -590404.875000 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -590404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -590416.312500 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -590416.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -590427.000000 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -590427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -590435.937500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -590435.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -590442.125000 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -590442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -590447.500000 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -590447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -590456.437500 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -590456.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -590461.875000 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -590461.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -590468.187500 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -590468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -590474.687500 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -590474.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -590480.437500 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -590480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -590483.000000 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -590483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -590486.062500 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -590486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -590489.812500 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -590489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -590494.312500 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -590494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -590496.875000 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -590496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -590500.375000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -590500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -590507.437500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -590507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -590510.625000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -590510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -590514.250000 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -590514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -590518.187500 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -590518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -590522.687500 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -590522.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -590525.875000 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -590525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -590529.625000 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -590529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -590532.062500 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -590532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -590533.625000 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -590533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -590535.187500 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -590535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590536.562500 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -590536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -590537.312500 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -590537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -590536.187500 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -590536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Entering Unmasked Estep 
Score: -7424009.000000 Penalty: 2706.833740
	Iteration 0F: 2 clusters Score -7424009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7387038.000000 Penalty: 5413.667480
	Iteration 0F: 3 clusters Score -7387038 nChanged 25621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7401398.500000 Penalty: 5413.667480
	Iteration 1F: 3 clusters Score -7401398 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -7401993.000000 Penalty: 5413.667480
	Iteration 2Q: 3 clusters Score -7401993 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -7402671.000000 Penalty: 5413.667480
	Iteration 3Q: 3 clusters Score -7402671 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7403556.500000 Penalty: 5413.667480
	Iteration 4Q: 3 clusters Score -7403556 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -7404909.000000 Penalty: 5413.667480
	Iteration 5F: 3 clusters Score -7404909 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7406983.500000 Penalty: 5413.667480
	Iteration 6F: 3 clusters Score -7406984 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -7409988.500000 Penalty: 5413.667480
	Iteration 7F: 3 clusters Score -7409988 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -7413734.500000 Penalty: 5413.667480
	Iteration 8F: 3 clusters Score -7413734 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7416838.000000 Penalty: 5413.667480
	Iteration 9F: 3 clusters Score -7416838 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -7418850.500000 Penalty: 5413.667480
	Iteration 10Q: 3 clusters Score -7418850 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7419875.000000 Penalty: 5413.667480
	Iteration 11Q: 3 clusters Score -7419875 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7420511.500000 Penalty: 5413.667480
	Iteration 12Q: 3 clusters Score -7420512 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7420908.000000 Penalty: 5413.667480
	Iteration 13Q: 3 clusters Score -7420908 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7421137.000000 Penalty: 5413.667480
	Iteration 14Q: 3 clusters Score -7421137 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7421303.000000 Penalty: 5413.667480
	Iteration 15Q: 3 clusters Score -7421303 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7421433.000000 Penalty: 5413.667480
	Iteration 16Q: 3 clusters Score -7421433 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7421567.000000 Penalty: 5413.667480
	Iteration 17Q: 3 clusters Score -7421567 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7421679.500000 Penalty: 5413.667480
	Iteration 18Q: 3 clusters Score -7421680 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7421742.000000 Penalty: 5413.667480
	Iteration 19Q: 3 clusters Score -7421742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7421790.000000 Penalty: 5413.667480
	Iteration 20F: 3 clusters Score -7421790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7421829.000000 Penalty: 5413.667480
	Iteration 21Q: 3 clusters Score -7421829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7421839.000000 Penalty: 5413.667480
	Iteration 22Q: 3 clusters Score -7421839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7421863.000000 Penalty: 5413.667480
	Iteration 23Q: 3 clusters Score -7421863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7421867.000000 Penalty: 5413.667480
	Iteration 24Q: 3 clusters Score -7421867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7421899.000000 Penalty: 5413.667480
	Iteration 25Q: 3 clusters Score -7421899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7421919.500000 Penalty: 5413.667480
	Iteration 26Q: 3 clusters Score -7421920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7421925.500000 Penalty: 5413.667480
	Iteration 27Q: 3 clusters Score -7421926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7421926.000000 Penalty: 5413.667480
	Iteration 28Q: 3 clusters Score -7421926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7421939.500000 Penalty: 5413.667480
	Iteration 29Q: 3 clusters Score -7421940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7421947.500000 Penalty: 5413.667480
	Iteration 30Q: 3 clusters Score -7421948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7421968.000000 Penalty: 5413.667480
	Iteration 31Q: 3 clusters Score -7421968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7421965.000000 Penalty: 5413.667480
	Iteration 32Q: 3 clusters Score -7421965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7421952.500000 Penalty: 5413.667480
	Iteration 33Q: 3 clusters Score -7421952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7421969.000000 Penalty: 5413.667480
	Iteration 34Q: 3 clusters Score -7421969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7421976.500000 Penalty: 5413.667480
	Iteration 35Q: 3 clusters Score -7421976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7421983.500000 Penalty: 5413.667480
	Iteration 36Q: 3 clusters Score -7421984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7421998.500000 Penalty: 5413.667480
	Iteration 37Q: 3 clusters Score -7421998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7421999.500000 Penalty: 5413.667480
	Iteration 38Q: 3 clusters Score -7422000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7422018.000000 Penalty: 5413.667480
	Iteration 39Q: 3 clusters Score -7422018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7422017.000000 Penalty: 5413.667480
	Iteration 40F: 3 clusters Score -7422017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7422021.500000 Penalty: 5413.667480
	Iteration 41Q: 3 clusters Score -7422022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7422020.000000 Penalty: 5413.667480
	Iteration 42Q: 3 clusters Score -7422020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7422020.500000 Penalty: 5413.667480
	Iteration 43Q: 3 clusters Score -7422020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7422025.000000 Penalty: 5413.667480
	Iteration 44Q: 3 clusters Score -7422025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7422019.000000 Penalty: 5413.667480
	Iteration 45Q: 3 clusters Score -7422019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7422020.500000 Penalty: 5413.667480
	Iteration 46Q: 3 clusters Score -7422020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7422025.500000 Penalty: 5413.667480
	Iteration 47Q: 3 clusters Score -7422026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7422025.500000 Penalty: 5413.667480
	Iteration 48Q: 3 clusters Score -7422026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7422016.500000 Penalty: 5413.667480
	Iteration 49Q: 3 clusters Score -7422016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7422018.000000 Penalty: 5413.667480
	Iteration 50Q: 3 clusters Score -7422018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7422017.000000 Penalty: 5413.667480
	Iteration 51Q: 3 clusters Score -7422017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7422012.000000 Penalty: 5413.667480
	Iteration 52Q: 3 clusters Score -7422012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7422011.500000 Penalty: 5413.667480
	Iteration 53Q: 3 clusters Score -7422012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7422016.500000 Penalty: 5413.667480
	Iteration 54Q: 3 clusters Score -7422016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7422016.500000 Penalty: 5413.667480
	Iteration 55Q: 3 clusters Score -7422016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7422010.500000 Penalty: 5413.667480
	Iteration 56Q: 3 clusters Score -7422010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7422016.000000 Penalty: 5413.667480
	Iteration 57Q: 3 clusters Score -7422016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7422019.500000 Penalty: 5413.667480
	Iteration 58Q: 3 clusters Score -7422020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7422026.000000 Penalty: 5413.667480
	Iteration 59Q: 3 clusters Score -7422026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7422030.500000 Penalty: 5413.667480
	Iteration 60F: 3 clusters Score -7422030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7422032.500000 Penalty: 5413.667480
	Iteration 61Q: 3 clusters Score -7422032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7422030.000000 Penalty: 5413.667480
	Iteration 62Q: 3 clusters Score -7422030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7422033.500000 Penalty: 5413.667480
	Iteration 63Q: 3 clusters Score -7422034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7422037.000000 Penalty: 5413.667480
	Iteration 64Q: 3 clusters Score -7422037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7422030.000000 Penalty: 5413.667480
	Iteration 65Q: 3 clusters Score -7422030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7422041.000000 Penalty: 5413.667480
	Iteration 66Q: 3 clusters Score -7422041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7422045.000000 Penalty: 5413.667480
	Iteration 67Q: 3 clusters Score -7422045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7422043.000000 Penalty: 5413.667480
	Iteration 68Q: 3 clusters Score -7422043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7422042.000000 Penalty: 5413.667480
	Iteration 69Q: 3 clusters Score -7422042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7422041.000000 Penalty: 5413.667480
	Iteration 70Q: 3 clusters Score -7422041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7422042.500000 Penalty: 5413.667480
	Iteration 71Q: 3 clusters Score -7422042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7422037.000000 Penalty: 5413.667480
	Iteration 72Q: 3 clusters Score -7422037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7422036.000000 Penalty: 5413.667480
	Iteration 73Q: 3 clusters Score -7422036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7422038.000000 Penalty: 5413.667480
	Iteration 74Q: 3 clusters Score -7422038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7422032.500000 Penalty: 5413.667480
	Iteration 75Q: 3 clusters Score -7422032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7422032.500000 Penalty: 5413.667480
	Iteration 76F: 3 clusters Score -7422032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -351604.093750 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -351604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -348557.250000 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -348557.2 nChanged 932
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: -349155.687500 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -349155.7 nChanged 190
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: -349338.968750 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -349339 nChanged 127
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: -349428.531250 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -349428.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -349479.593750 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -349479.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -349518.218750 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -349518.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -349552.906250 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -349552.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -349579.250000 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -349579.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -349603.093750 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -349603.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -349627.343750 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -349627.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -349640.312500 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -349640.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -349654.781250 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -349654.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -349664.437500 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -349664.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -349672.812500 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -349672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -349680.531250 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -349680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -349684.093750 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -349684.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -349687.000000 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -349687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -349689.750000 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -349689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -349694.062500 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -349694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -349699.656250 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -349699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -349706.812500 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -349706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -349713.187500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -349713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -349721.718750 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -349721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -349727.218750 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -349727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -349742.031250 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -349742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -349757.531250 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -349757.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -349763.718750 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -349763.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -349772.218750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -349772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -349776.062500 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -349776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -349783.875000 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -349783.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -349791.343750 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -349791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -349796.562500 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -349796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -349799.875000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -349799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -349805.656250 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -349805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -349811.281250 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -349811.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -349816.312500 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -349816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -349818.500000 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -349818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -349820.531250 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -349820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -349821.187500 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -349821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -349822.000000 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -349822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -349822.000000 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -349822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -60013.519531 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -60013.52 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 244 members 
Entering Unmasked Estep 
Score: -58531.414062 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58531.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58706.277344 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58706.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58822.316406 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -58822.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58894.601562 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -58894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58950.011719 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -58950.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59006.269531 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -59006.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59083.375000 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -59083.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59162.042969 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -59162.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59238.937500 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -59238.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59332.683594 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -59332.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59383.546875 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -59383.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59411.617188 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -59411.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59428.179688 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -59428.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59433.910156 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -59433.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59443.578125 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -59443.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59452.832031 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -59452.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59460.593750 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -59460.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59460.593750 Penalty: 3073.436279
	Iteration 17F: 3 clusters Score -59460.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Entering Unmasked Estep 
Score: -8176162.000000 Penalty: 2739.587158
	Iteration 0F: 2 clusters Score -8176162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -8134059.500000 Penalty: 5479.174316
	Iteration 0F: 3 clusters Score -8134060 nChanged 29298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -8150458.000000 Penalty: 5479.174316
	Iteration 1F: 3 clusters Score -8150458 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8151554.000000 Penalty: 5479.174316
	Iteration 2Q: 3 clusters Score -8151554 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8153243.000000 Penalty: 5479.174316
	Iteration 3F: 3 clusters Score -8153243 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8155996.500000 Penalty: 5479.174316
	Iteration 4F: 3 clusters Score -8155996 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -8160118.500000 Penalty: 5479.174316
	Iteration 5F: 3 clusters Score -8160118 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -8165304.000000 Penalty: 5479.174316
	Iteration 6F: 3 clusters Score -8165304 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -8169633.500000 Penalty: 5479.174316
	Iteration 7F: 3 clusters Score -8169634 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -8172251.500000 Penalty: 5479.174316
	Iteration 8Q: 3 clusters Score -8172252 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -8173281.000000 Penalty: 5479.174316
	Iteration 9Q: 3 clusters Score -8173281 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -8173647.500000 Penalty: 5479.174316
	Iteration 10Q: 3 clusters Score -8173648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8173834.000000 Penalty: 5479.174316
	Iteration 11Q: 3 clusters Score -8173834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -8173936.500000 Penalty: 5479.174316
	Iteration 12Q: 3 clusters Score -8173936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8173981.500000 Penalty: 5479.174316
	Iteration 13Q: 3 clusters Score -8173982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -8174012.000000 Penalty: 5479.174316
	Iteration 14Q: 3 clusters Score -8174012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -8174033.500000 Penalty: 5479.174316
	Iteration 15Q: 3 clusters Score -8174034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -8174025.500000 Penalty: 5479.174316
	Iteration 16Q: 3 clusters Score -8174026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -8174036.000000 Penalty: 5479.174316
	Iteration 17Q: 3 clusters Score -8174036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -8174038.000000 Penalty: 5479.174316
	Iteration 18Q: 3 clusters Score -8174038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -8174047.500000 Penalty: 5479.174316
	Iteration 19Q: 3 clusters Score -8174048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -8174038.500000 Penalty: 5479.174316
	Iteration 20F: 3 clusters Score -8174038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -8174042.000000 Penalty: 5479.174316
	Iteration 21Q: 3 clusters Score -8174042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -8174042.000000 Penalty: 5479.174316
	Iteration 22F: 3 clusters Score -8174042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Entering Unmasked Estep 
Score: -26158176.000000 Penalty: 3019.302734
	Iteration 0F: 2 clusters Score -2.615818e+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 96622 members 
Entering Unmasked Estep 
Score: -26048228.000000 Penalty: 6038.605469
	Iteration 0F: 3 clusters Score -2.604823e+07 nChanged 92953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -26102902.000000 Penalty: 6038.605469
	Iteration 1F: 3 clusters Score -2.61029e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -26104434.000000 Penalty: 6038.605469
	Iteration 2Q: 3 clusters Score -2.610443e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109168 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -26106652.000000 Penalty: 6038.605469
	Iteration 3Q: 3 clusters Score -2.610665e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -26110178.000000 Penalty: 6038.605469
	Iteration 4Q: 3 clusters Score -2.611018e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -26116594.000000 Penalty: 6038.605469
	Iteration 5F: 3 clusters Score -2.611659e+07 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140457 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -26126044.000000 Penalty: 6038.605469
	Iteration 6F: 3 clusters Score -2.612604e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -26137692.000000 Penalty: 6038.605469
	Iteration 7F: 3 clusters Score -2.613769e+07 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171149 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -26147202.000000 Penalty: 6038.605469
	Iteration 8F: 3 clusters Score -2.61472e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -26152742.000000 Penalty: 6038.605469
	Iteration 9F: 3 clusters Score -2.615274e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188595 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -26154730.000000 Penalty: 6038.605469
	Iteration 10Q: 3 clusters Score -2.615473e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -26155280.000000 Penalty: 6038.605469
	Iteration 11Q: 3 clusters Score -2.615528e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192734 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -26155454.000000 Penalty: 6038.605469
	Iteration 12Q: 3 clusters Score -2.615545e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -26155588.000000 Penalty: 6038.605469
	Iteration 13Q: 3 clusters Score -2.615559e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -26155598.000000 Penalty: 6038.605469
	Iteration 14Q: 3 clusters Score -2.61556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193353 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -26155662.000000 Penalty: 6038.605469
	Iteration 15Q: 3 clusters Score -2.615566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193383 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26155670.000000 Penalty: 6038.605469
	Iteration 16Q: 3 clusters Score -2.615567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26155684.000000 Penalty: 6038.605469
	Iteration 17Q: 3 clusters Score -2.615568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26155682.000000 Penalty: 6038.605469
	Iteration 18Q: 3 clusters Score -2.615568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26155696.000000 Penalty: 6038.605469
	Iteration 19Q: 3 clusters Score -2.61557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26155716.000000 Penalty: 6038.605469
	Iteration 20F: 3 clusters Score -2.615572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26155728.000000 Penalty: 6038.605469
	Iteration 21Q: 3 clusters Score -2.615573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193428 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26155734.000000 Penalty: 6038.605469
	Iteration 22Q: 3 clusters Score -2.615573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26155740.000000 Penalty: 6038.605469
	Iteration 23Q: 3 clusters Score -2.615574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26155750.000000 Penalty: 6038.605469
	Iteration 24Q: 3 clusters Score -2.615575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26155748.000000 Penalty: 6038.605469
	Iteration 25Q: 3 clusters Score -2.615575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26155758.000000 Penalty: 6038.605469
	Iteration 26Q: 3 clusters Score -2.615576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26155776.000000 Penalty: 6038.605469
	Iteration 27Q: 3 clusters Score -2.615578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26155780.000000 Penalty: 6038.605469
	Iteration 28Q: 3 clusters Score -2.615578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26155772.000000 Penalty: 6038.605469
	Iteration 29Q: 3 clusters Score -2.615577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26155772.000000 Penalty: 6038.605469
	Iteration 30F: 3 clusters Score -2.615577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168794 members 
Entering Unmasked Estep 
Score: -22596884.000000 Penalty: 2985.035645
	Iteration 0F: 2 clusters Score -2.259688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -22486458.000000 Penalty: 5970.071289
	Iteration 0F: 3 clusters Score -2.248646e+07 nChanged 81149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -22533390.000000 Penalty: 5970.071289
	Iteration 1F: 3 clusters Score -2.253339e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -22534456.000000 Penalty: 5970.071289
	Iteration 2Q: 3 clusters Score -2.253446e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -22536522.000000 Penalty: 5970.071289
	Iteration 3Q: 3 clusters Score -2.253652e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -22540084.000000 Penalty: 5970.071289
	Iteration 4Q: 3 clusters Score -2.254008e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -22546016.000000 Penalty: 5970.071289
	Iteration 5F: 3 clusters Score -2.254602e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -22555652.000000 Penalty: 5970.071289
	Iteration 6F: 3 clusters Score -2.255565e+07 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -22569236.000000 Penalty: 5970.071289
	Iteration 7F: 3 clusters Score -2.256924e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -22583202.000000 Penalty: 5970.071289
	Iteration 8F: 3 clusters Score -2.25832e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -22590218.000000 Penalty: 5970.071289
	Iteration 9F: 3 clusters Score -2.259022e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -22592226.000000 Penalty: 5970.071289
	Iteration 10Q: 3 clusters Score -2.259223e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -22593094.000000 Penalty: 5970.071289
	Iteration 11Q: 3 clusters Score -2.259309e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -22593508.000000 Penalty: 5970.071289
	Iteration 12Q: 3 clusters Score -2.259351e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -22593886.000000 Penalty: 5970.071289
	Iteration 13Q: 3 clusters Score -2.259389e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -22594094.000000 Penalty: 5970.071289
	Iteration 14Q: 3 clusters Score -2.259409e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -22594200.000000 Penalty: 5970.071289
	Iteration 15Q: 3 clusters Score -2.25942e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -22594430.000000 Penalty: 5970.071289
	Iteration 16Q: 3 clusters Score -2.259443e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -22594600.000000 Penalty: 5970.071289
	Iteration 17Q: 3 clusters Score -2.25946e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130258 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -22594662.000000 Penalty: 5970.071289
	Iteration 18Q: 3 clusters Score -2.259466e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -22594788.000000 Penalty: 5970.071289
	Iteration 19Q: 3 clusters Score -2.259479e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -22594856.000000 Penalty: 5970.071289
	Iteration 20F: 3 clusters Score -2.259486e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -22594984.000000 Penalty: 5970.071289
	Iteration 21Q: 3 clusters Score -2.259498e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132635 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -22595100.000000 Penalty: 5970.071289
	Iteration 22Q: 3 clusters Score -2.25951e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133203 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -22595218.000000 Penalty: 5970.071289
	Iteration 23Q: 3 clusters Score -2.259522e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -22595374.000000 Penalty: 5970.071289
	Iteration 24Q: 3 clusters Score -2.259537e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -22595474.000000 Penalty: 5970.071289
	Iteration 25Q: 3 clusters Score -2.259547e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -22595622.000000 Penalty: 5970.071289
	Iteration 26Q: 3 clusters Score -2.259562e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -22595734.000000 Penalty: 5970.071289
	Iteration 27Q: 3 clusters Score -2.259573e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -22595868.000000 Penalty: 5970.071289
	Iteration 28Q: 3 clusters Score -2.259587e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137115 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -22595998.000000 Penalty: 5970.071289
	Iteration 29Q: 3 clusters Score -2.2596e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137900 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -22596130.000000 Penalty: 5970.071289
	Iteration 30Q: 3 clusters Score -2.259613e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138716 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -22596264.000000 Penalty: 5970.071289
	Iteration 31Q: 3 clusters Score -2.259626e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -22596378.000000 Penalty: 5970.071289
	Iteration 32Q: 3 clusters Score -2.259638e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -22596506.000000 Penalty: 5970.071289
	Iteration 33Q: 3 clusters Score -2.259651e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141293 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -22596688.000000 Penalty: 5970.071289
	Iteration 34Q: 3 clusters Score -2.259669e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -22596770.000000 Penalty: 5970.071289
	Iteration 35Q: 3 clusters Score -2.259677e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -22596964.000000 Penalty: 5970.071289
	Iteration 36Q: 3 clusters Score -2.259696e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -22597100.000000 Penalty: 5970.071289
	Iteration 37Q: 3 clusters Score -2.25971e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -22597154.000000 Penalty: 5970.071289
	Iteration 38Q: 3 clusters Score -2.259715e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -22597318.000000 Penalty: 5970.071289
	Iteration 39Q: 3 clusters Score -2.259732e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -22597400.000000 Penalty: 5970.071289
	Iteration 40F: 3 clusters Score -2.25974e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147986 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -22597490.000000 Penalty: 5970.071289
	Iteration 41Q: 3 clusters Score -2.259749e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -22597490.000000 Penalty: 5970.071289
	Iteration 42Q: 3 clusters Score -2.259749e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -22597522.000000 Penalty: 5970.071289
	Iteration 43Q: 3 clusters Score -2.259752e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -22597642.000000 Penalty: 5970.071289
	Iteration 44Q: 3 clusters Score -2.259764e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -22597718.000000 Penalty: 5970.071289
	Iteration 45Q: 3 clusters Score -2.259772e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -22597648.000000 Penalty: 5970.071289
	Iteration 46Q: 3 clusters Score -2.259765e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -22597620.000000 Penalty: 5970.071289
	Iteration 47Q: 3 clusters Score -2.259762e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153640 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -22597578.000000 Penalty: 5970.071289
	Iteration 48Q: 3 clusters Score -2.259758e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -22597468.000000 Penalty: 5970.071289
	Iteration 49Q: 3 clusters Score -2.259747e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -22597438.000000 Penalty: 5970.071289
	Iteration 50Q: 3 clusters Score -2.259744e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -22597468.000000 Penalty: 5970.071289
	Iteration 51Q: 3 clusters Score -2.259747e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -22597550.000000 Penalty: 5970.071289
	Iteration 52Q: 3 clusters Score -2.259755e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -22597460.000000 Penalty: 5970.071289
	Iteration 53Q: 3 clusters Score -2.259746e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -22597388.000000 Penalty: 5970.071289
	Iteration 54Q: 3 clusters Score -2.259739e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -22597404.000000 Penalty: 5970.071289
	Iteration 55Q: 3 clusters Score -2.25974e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -22597408.000000 Penalty: 5970.071289
	Iteration 56Q: 3 clusters Score -2.259741e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -22597418.000000 Penalty: 5970.071289
	Iteration 57Q: 3 clusters Score -2.259742e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -22597378.000000 Penalty: 5970.071289
	Iteration 58Q: 3 clusters Score -2.259738e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158935 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -22597328.000000 Penalty: 5970.071289
	Iteration 59Q: 3 clusters Score -2.259733e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -22597264.000000 Penalty: 5970.071289
	Iteration 60F: 3 clusters Score -2.259726e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159633 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -22597242.000000 Penalty: 5970.071289
	Iteration 61Q: 3 clusters Score -2.259724e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159944 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -22597174.000000 Penalty: 5970.071289
	Iteration 62Q: 3 clusters Score -2.259717e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -22597152.000000 Penalty: 5970.071289
	Iteration 63Q: 3 clusters Score -2.259715e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -22597092.000000 Penalty: 5970.071289
	Iteration 64Q: 3 clusters Score -2.259709e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160764 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -22597032.000000 Penalty: 5970.071289
	Iteration 65Q: 3 clusters Score -2.259703e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -22597020.000000 Penalty: 5970.071289
	Iteration 66Q: 3 clusters Score -2.259702e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -22596960.000000 Penalty: 5970.071289
	Iteration 67Q: 3 clusters Score -2.259696e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -22596888.000000 Penalty: 5970.071289
	Iteration 68Q: 3 clusters Score -2.259689e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -22596846.000000 Penalty: 5970.071289
	Iteration 69Q: 3 clusters Score -2.259685e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -22596836.000000 Penalty: 5970.071289
	Iteration 70Q: 3 clusters Score -2.259684e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162082 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22596818.000000 Penalty: 5970.071289
	Iteration 71Q: 3 clusters Score -2.259682e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -22596776.000000 Penalty: 5970.071289
	Iteration 72Q: 3 clusters Score -2.259678e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -22596668.000000 Penalty: 5970.071289
	Iteration 73Q: 3 clusters Score -2.259667e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -22596648.000000 Penalty: 5970.071289
	Iteration 74Q: 3 clusters Score -2.259665e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -22596582.000000 Penalty: 5970.071289
	Iteration 75Q: 3 clusters Score -2.259658e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -22596550.000000 Penalty: 5970.071289
	Iteration 76Q: 3 clusters Score -2.259655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -22596512.000000 Penalty: 5970.071289
	Iteration 77Q: 3 clusters Score -2.259651e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -22596488.000000 Penalty: 5970.071289
	Iteration 78Q: 3 clusters Score -2.259649e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -22596448.000000 Penalty: 5970.071289
	Iteration 79Q: 3 clusters Score -2.259645e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -22596422.000000 Penalty: 5970.071289
	Iteration 80F: 3 clusters Score -2.259642e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163430 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22596402.000000 Penalty: 5970.071289
	Iteration 81Q: 3 clusters Score -2.25964e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -22596404.000000 Penalty: 5970.071289
	Iteration 82Q: 3 clusters Score -2.25964e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -22596396.000000 Penalty: 5970.071289
	Iteration 83Q: 3 clusters Score -2.25964e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -22596348.000000 Penalty: 5970.071289
	Iteration 84Q: 3 clusters Score -2.259635e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -22596326.000000 Penalty: 5970.071289
	Iteration 85Q: 3 clusters Score -2.259633e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -22596318.000000 Penalty: 5970.071289
	Iteration 86Q: 3 clusters Score -2.259632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -22596306.000000 Penalty: 5970.071289
	Iteration 87Q: 3 clusters Score -2.259631e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -22596282.000000 Penalty: 5970.071289
	Iteration 88Q: 3 clusters Score -2.259628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22596278.000000 Penalty: 5970.071289
	Iteration 89Q: 3 clusters Score -2.259628e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22596260.000000 Penalty: 5970.071289
	Iteration 90Q: 3 clusters Score -2.259626e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -22596240.000000 Penalty: 5970.071289
	Iteration 91Q: 3 clusters Score -2.259624e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -22596244.000000 Penalty: 5970.071289
	Iteration 92Q: 3 clusters Score -2.259624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -22596238.000000 Penalty: 5970.071289
	Iteration 93Q: 3 clusters Score -2.259624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -22596214.000000 Penalty: 5970.071289
	Iteration 94Q: 3 clusters Score -2.259621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -22596194.000000 Penalty: 5970.071289
	Iteration 95Q: 3 clusters Score -2.259619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -22596182.000000 Penalty: 5970.071289
	Iteration 96Q: 3 clusters Score -2.259618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -22596178.000000 Penalty: 5970.071289
	Iteration 97Q: 3 clusters Score -2.259618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -22596150.000000 Penalty: 5970.071289
	Iteration 98Q: 3 clusters Score -2.259615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -22596146.000000 Penalty: 5970.071289
	Iteration 99Q: 3 clusters Score -2.259615e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -22596118.000000 Penalty: 5970.071289
	Iteration 100F: 3 clusters Score -2.259612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -22596090.000000 Penalty: 5970.071289
	Iteration 101Q: 3 clusters Score -2.259609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -22596092.000000 Penalty: 5970.071289
	Iteration 102Q: 3 clusters Score -2.259609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -22596078.000000 Penalty: 5970.071289
	Iteration 103Q: 3 clusters Score -2.259608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164623 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22596066.000000 Penalty: 5970.071289
	Iteration 104Q: 3 clusters Score -2.259607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -22596056.000000 Penalty: 5970.071289
	Iteration 105Q: 3 clusters Score -2.259606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -22596060.000000 Penalty: 5970.071289
	Iteration 106Q: 3 clusters Score -2.259606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -22596062.000000 Penalty: 5970.071289
	Iteration 107Q: 3 clusters Score -2.259606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -22596070.000000 Penalty: 5970.071289
	Iteration 108Q: 3 clusters Score -2.259607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164761 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -22596036.000000 Penalty: 5970.071289
	Iteration 109Q: 3 clusters Score -2.259604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164779 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -22596028.000000 Penalty: 5970.071289
	Iteration 110Q: 3 clusters Score -2.259603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -22596014.000000 Penalty: 5970.071289
	Iteration 111Q: 3 clusters Score -2.259601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -22596052.000000 Penalty: 5970.071289
	Iteration 112Q: 3 clusters Score -2.259605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -22596016.000000 Penalty: 5970.071289
	Iteration 113Q: 3 clusters Score -2.259602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164871 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -22596016.000000 Penalty: 5970.071289
	Iteration 114Q: 3 clusters Score -2.259602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -22596014.000000 Penalty: 5970.071289
	Iteration 115Q: 3 clusters Score -2.259601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22596008.000000 Penalty: 5970.071289
	Iteration 116Q: 3 clusters Score -2.259601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164979 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22596010.000000 Penalty: 5970.071289
	Iteration 117Q: 3 clusters Score -2.259601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -22596014.000000 Penalty: 5970.071289
	Iteration 118Q: 3 clusters Score -2.259601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165050 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -22596010.000000 Penalty: 5970.071289
	Iteration 119Q: 3 clusters Score -2.259601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22595966.000000 Penalty: 5970.071289
	Iteration 120F: 3 clusters Score -2.259597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -22595972.000000 Penalty: 5970.071289
	Iteration 121Q: 3 clusters Score -2.259597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165170 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -22595970.000000 Penalty: 5970.071289
	Iteration 122Q: 3 clusters Score -2.259597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22595988.000000 Penalty: 5970.071289
	Iteration 123Q: 3 clusters Score -2.259599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165252 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22595986.000000 Penalty: 5970.071289
	Iteration 124Q: 3 clusters Score -2.259599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22595996.000000 Penalty: 5970.071289
	Iteration 125Q: 3 clusters Score -2.2596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22595968.000000 Penalty: 5970.071289
	Iteration 126Q: 3 clusters Score -2.259597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22595956.000000 Penalty: 5970.071289
	Iteration 127Q: 3 clusters Score -2.259596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -22595952.000000 Penalty: 5970.071289
	Iteration 128Q: 3 clusters Score -2.259595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -22595962.000000 Penalty: 5970.071289
	Iteration 129Q: 3 clusters Score -2.259596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -22595926.000000 Penalty: 5970.071289
	Iteration 130Q: 3 clusters Score -2.259593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -22595922.000000 Penalty: 5970.071289
	Iteration 131Q: 3 clusters Score -2.259592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22595884.000000 Penalty: 5970.071289
	Iteration 132Q: 3 clusters Score -2.259588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22595888.000000 Penalty: 5970.071289
	Iteration 133Q: 3 clusters Score -2.259589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -22595890.000000 Penalty: 5970.071289
	Iteration 134Q: 3 clusters Score -2.259589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22595876.000000 Penalty: 5970.071289
	Iteration 135Q: 3 clusters Score -2.259588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22595864.000000 Penalty: 5970.071289
	Iteration 136Q: 3 clusters Score -2.259586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165575 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22595844.000000 Penalty: 5970.071289
	Iteration 137Q: 3 clusters Score -2.259584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -22595842.000000 Penalty: 5970.071289
	Iteration 138Q: 3 clusters Score -2.259584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22595840.000000 Penalty: 5970.071289
	Iteration 139Q: 3 clusters Score -2.259584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -22595826.000000 Penalty: 5970.071289
	Iteration 140F: 3 clusters Score -2.259583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165637 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -22595822.000000 Penalty: 5970.071289
	Iteration 141Q: 3 clusters Score -2.259582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -22595814.000000 Penalty: 5970.071289
	Iteration 142Q: 3 clusters Score -2.259581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -22595822.000000 Penalty: 5970.071289
	Iteration 143Q: 3 clusters Score -2.259582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22595842.000000 Penalty: 5970.071289
	Iteration 144Q: 3 clusters Score -2.259584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 5970.071289
	Iteration 145Q: 3 clusters Score -2.25958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22595806.000000 Penalty: 5970.071289
	Iteration 146Q: 3 clusters Score -2.259581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22595814.000000 Penalty: 5970.071289
	Iteration 147Q: 3 clusters Score -2.259581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22595808.000000 Penalty: 5970.071289
	Iteration 148Q: 3 clusters Score -2.259581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -22595822.000000 Penalty: 5970.071289
	Iteration 149Q: 3 clusters Score -2.259582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22595790.000000 Penalty: 5970.071289
	Iteration 150Q: 3 clusters Score -2.259579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 5970.071289
	Iteration 151Q: 3 clusters Score -2.25958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22595808.000000 Penalty: 5970.071289
	Iteration 152Q: 3 clusters Score -2.259581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -22595788.000000 Penalty: 5970.071289
	Iteration 153Q: 3 clusters Score -2.259579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22595788.000000 Penalty: 5970.071289
	Iteration 154Q: 3 clusters Score -2.259579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -22595772.000000 Penalty: 5970.071289
	Iteration 155Q: 3 clusters Score -2.259577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -22595810.000000 Penalty: 5970.071289
	Iteration 156Q: 3 clusters Score -2.259581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -22595814.000000 Penalty: 5970.071289
	Iteration 157Q: 3 clusters Score -2.259581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22595810.000000 Penalty: 5970.071289
	Iteration 158Q: 3 clusters Score -2.259581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -22595818.000000 Penalty: 5970.071289
	Iteration 159Q: 3 clusters Score -2.259582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -22595856.000000 Penalty: 5970.071289
	Iteration 160F: 3 clusters Score -2.259586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22595830.000000 Penalty: 5970.071289
	Iteration 161Q: 3 clusters Score -2.259583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165936 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22595808.000000 Penalty: 5970.071289
	Iteration 162Q: 3 clusters Score -2.259581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -22595816.000000 Penalty: 5970.071289
	Iteration 163Q: 3 clusters Score -2.259582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165958 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -22595816.000000 Penalty: 5970.071289
	Iteration 164Q: 3 clusters Score -2.259582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165975 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22595832.000000 Penalty: 5970.071289
	Iteration 165Q: 3 clusters Score -2.259583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165987 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22595822.000000 Penalty: 5970.071289
	Iteration 166Q: 3 clusters Score -2.259582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -22595830.000000 Penalty: 5970.071289
	Iteration 167Q: 3 clusters Score -2.259583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -22595834.000000 Penalty: 5970.071289
	Iteration 168Q: 3 clusters Score -2.259583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166007 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22595828.000000 Penalty: 5970.071289
	Iteration 169Q: 3 clusters Score -2.259583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22595830.000000 Penalty: 5970.071289
	Iteration 170Q: 3 clusters Score -2.259583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 5970.071289
	Iteration 171Q: 3 clusters Score -2.25958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22595794.000000 Penalty: 5970.071289
	Iteration 172Q: 3 clusters Score -2.259579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 5970.071289
	Iteration 173Q: 3 clusters Score -2.25958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 5970.071289
	Iteration 174F: 3 clusters Score -2.25958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -658958.625000 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -658958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -654281.937500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -654281.9 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -655422.250000 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -655422.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -655742.812500 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -655742.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -656011.812500 Penalty: 4240.439453
	Iteration 3F: 3 clusters Score -656011.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -656245.000000 Penalty: 4240.439453
	Iteration 4F: 3 clusters Score -656245 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -656452.687500 Penalty: 4240.439453
	Iteration 5F: 3 clusters Score -656452.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -656593.250000 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -656593.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -656716.437500 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -656716.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -656823.187500 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -656823.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -656923.312500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -656923.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -657016.687500 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -657016.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -657095.812500 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -657095.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -657161.562500 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -657161.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -657216.375000 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -657216.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -657266.500000 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -657266.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -657314.625000 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -657314.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -657358.937500 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -657358.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -657395.375000 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -657395.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -657424.750000 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -657424.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -657452.125000 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -657452.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -657469.562500 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -657469.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -657487.750000 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -657487.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -657503.312500 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -657503.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -657517.375000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -657517.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -657529.187500 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -657529.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -657541.625000 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -657541.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -657553.000000 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -657553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -657562.750000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -657562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -657570.062500 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -657570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -657577.812500 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -657577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -657585.937500 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -657585.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -657600.250000 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -657600.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -657609.750000 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -657609.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -657614.875000 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -657614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -657621.625000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -657621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -657624.750000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -657624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -657629.750000 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -657629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -657635.375000 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -657635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -657639.937500 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -657639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -657645.875000 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -657645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -657648.750000 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -657648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -657650.812500 Penalty: 4240.439453
	Iteration 41Q: 3 clusters Score -657650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -657653.687500 Penalty: 4240.439453
	Iteration 42Q: 3 clusters Score -657653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -657655.687500 Penalty: 4240.439453
	Iteration 43Q: 3 clusters Score -657655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -657655.250000 Penalty: 4240.439453
	Iteration 44Q: 3 clusters Score -657655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -657656.437500 Penalty: 4240.439453
	Iteration 45Q: 3 clusters Score -657656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -657656.562500 Penalty: 4240.439453
	Iteration 46Q: 3 clusters Score -657656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -657656.562500 Penalty: 4240.439453
	Iteration 47F: 3 clusters Score -657656.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163289 members 
Entering Unmasked Estep 
Score: -22103240.000000 Penalty: 2976.812744
	Iteration 0F: 2 clusters Score -2.210324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -21998176.000000 Penalty: 5953.625488
	Iteration 0F: 3 clusters Score -2.199818e+07 nChanged 78108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -22043006.000000 Penalty: 5953.625488
	Iteration 1F: 3 clusters Score -2.204301e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -22044136.000000 Penalty: 5953.625488
	Iteration 2Q: 3 clusters Score -2.204414e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -22045500.000000 Penalty: 5953.625488
	Iteration 3Q: 3 clusters Score -2.20455e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -22047594.000000 Penalty: 5953.625488
	Iteration 4Q: 3 clusters Score -2.204759e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -22051038.000000 Penalty: 5953.625488
	Iteration 5Q: 3 clusters Score -2.205104e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -22057520.000000 Penalty: 5953.625488
	Iteration 6F: 3 clusters Score -2.205752e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 124500 members 
Entering Unmasked Estep 
Score: -22067620.000000 Penalty: 5953.625488
	Iteration 7F: 3 clusters Score -2.206762e+07 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -22081190.000000 Penalty: 5953.625488
	Iteration 8F: 3 clusters Score -2.208119e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -22092310.000000 Penalty: 5953.625488
	Iteration 9F: 3 clusters Score -2.209231e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -22097440.000000 Penalty: 5953.625488
	Iteration 10Q: 3 clusters Score -2.209744e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -22099420.000000 Penalty: 5953.625488
	Iteration 11Q: 3 clusters Score -2.209942e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 162565 members 
Entering Unmasked Estep 
Score: -22100082.000000 Penalty: 5953.625488
	Iteration 12Q: 3 clusters Score -2.210008e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -22100364.000000 Penalty: 5953.625488
	Iteration 13Q: 3 clusters Score -2.210036e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -22100506.000000 Penalty: 5953.625488
	Iteration 14Q: 3 clusters Score -2.210051e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 162959 members 
Entering Unmasked Estep 
Score: -22100520.000000 Penalty: 5953.625488
	Iteration 15Q: 3 clusters Score -2.210052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -22100536.000000 Penalty: 5953.625488
	Iteration 16Q: 3 clusters Score -2.210054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -22100562.000000 Penalty: 5953.625488
	Iteration 17Q: 3 clusters Score -2.210056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -22100596.000000 Penalty: 5953.625488
	Iteration 18Q: 3 clusters Score -2.21006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -22100608.000000 Penalty: 5953.625488
	Iteration 19Q: 3 clusters Score -2.210061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -22100600.000000 Penalty: 5953.625488
	Iteration 20F: 3 clusters Score -2.21006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Entering Unmasked Estep 
Score: -4484695.000000 Penalty: 2579.798340
	Iteration 0F: 2 clusters Score -4484695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4462111.500000 Penalty: 5159.596680
	Iteration 0F: 3 clusters Score -4462112 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4470354.000000 Penalty: 5159.596680
	Iteration 1F: 3 clusters Score -4470354 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4470846.500000 Penalty: 5159.596680
	Iteration 2Q: 3 clusters Score -4470846 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4471318.000000 Penalty: 5159.596680
	Iteration 3Q: 3 clusters Score -4471318 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4471779.500000 Penalty: 5159.596680
	Iteration 4Q: 3 clusters Score -4471780 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4472413.500000 Penalty: 5159.596680
	Iteration 5Q: 3 clusters Score -4472414 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4473386.000000 Penalty: 5159.596680
	Iteration 6F: 3 clusters Score -4473386 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4474856.500000 Penalty: 5159.596680
	Iteration 7F: 3 clusters Score -4474856 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -4476907.000000 Penalty: 5159.596680
	Iteration 8F: 3 clusters Score -4476907 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4478982.500000 Penalty: 5159.596680
	Iteration 9F: 3 clusters Score -4478982 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4480519.500000 Penalty: 5159.596680
	Iteration 10F: 3 clusters Score -4480520 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4481522.000000 Penalty: 5159.596680
	Iteration 11Q: 3 clusters Score -4481522 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4482078.500000 Penalty: 5159.596680
	Iteration 12Q: 3 clusters Score -4482078 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4482334.000000 Penalty: 5159.596680
	Iteration 13Q: 3 clusters Score -4482334 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4482455.500000 Penalty: 5159.596680
	Iteration 14Q: 3 clusters Score -4482456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4482522.000000 Penalty: 5159.596680
	Iteration 15Q: 3 clusters Score -4482522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4482551.500000 Penalty: 5159.596680
	Iteration 16Q: 3 clusters Score -4482552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4482573.000000 Penalty: 5159.596680
	Iteration 17Q: 3 clusters Score -4482573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4482595.500000 Penalty: 5159.596680
	Iteration 18Q: 3 clusters Score -4482596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4482596.000000 Penalty: 5159.596680
	Iteration 19Q: 3 clusters Score -4482596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4482601.500000 Penalty: 5159.596680
	Iteration 20F: 3 clusters Score -4482602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4482613.500000 Penalty: 5159.596680
	Iteration 21Q: 3 clusters Score -4482614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4482621.000000 Penalty: 5159.596680
	Iteration 22Q: 3 clusters Score -4482621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4482630.000000 Penalty: 5159.596680
	Iteration 23Q: 3 clusters Score -4482630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4482640.000000 Penalty: 5159.596680
	Iteration 24Q: 3 clusters Score -4482640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4482643.500000 Penalty: 5159.596680
	Iteration 25Q: 3 clusters Score -4482644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4482638.500000 Penalty: 5159.596680
	Iteration 26Q: 3 clusters Score -4482638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4482638.500000 Penalty: 5159.596680
	Iteration 27Q: 3 clusters Score -4482638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4482643.000000 Penalty: 5159.596680
	Iteration 28Q: 3 clusters Score -4482643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4482644.000000 Penalty: 5159.596680
	Iteration 29Q: 3 clusters Score -4482644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4482645.500000 Penalty: 5159.596680
	Iteration 30Q: 3 clusters Score -4482646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4482644.000000 Penalty: 5159.596680
	Iteration 31Q: 3 clusters Score -4482644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4482642.500000 Penalty: 5159.596680
	Iteration 32Q: 3 clusters Score -4482642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4482646.500000 Penalty: 5159.596680
	Iteration 33Q: 3 clusters Score -4482646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4482649.500000 Penalty: 5159.596680
	Iteration 34Q: 3 clusters Score -4482650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4482649.500000 Penalty: 5159.596680
	Iteration 35F: 3 clusters Score -4482650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -44521.593750 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -44521.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43148.457031 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43148.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43279.082031 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43279.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43360.746094 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -43360.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43386.769531 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43386.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43402.960938 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -43402.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43404.152344 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -43404.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43404.152344 Penalty: 2957.935303
	Iteration 6F: 3 clusters Score -43404.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180376 members 
Entering Unmasked Estep 
Score: -24242538.000000 Penalty: 3001.494141
	Iteration 0F: 2 clusters Score -2.424254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -24128370.000000 Penalty: 6002.988281
	Iteration 0F: 3 clusters Score -2.412837e+07 nChanged 86842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -24180262.000000 Penalty: 6002.988281
	Iteration 1F: 3 clusters Score -2.418026e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -24182678.000000 Penalty: 6002.988281
	Iteration 2Q: 3 clusters Score -2.418268e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -24187336.000000 Penalty: 6002.988281
	Iteration 3F: 3 clusters Score -2.418734e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -24194934.000000 Penalty: 6002.988281
	Iteration 4F: 3 clusters Score -2.419493e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -24206710.000000 Penalty: 6002.988281
	Iteration 5F: 3 clusters Score -2.420671e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138145 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -24219676.000000 Penalty: 6002.988281
	Iteration 6F: 3 clusters Score -2.421968e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -24229482.000000 Penalty: 6002.988281
	Iteration 7F: 3 clusters Score -2.422948e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -24234564.000000 Penalty: 6002.988281
	Iteration 8Q: 3 clusters Score -2.423456e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -24237082.000000 Penalty: 6002.988281
	Iteration 9Q: 3 clusters Score -2.423708e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -24238574.000000 Penalty: 6002.988281
	Iteration 10Q: 3 clusters Score -2.423857e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -24239504.000000 Penalty: 6002.988281
	Iteration 11Q: 3 clusters Score -2.42395e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -24240010.000000 Penalty: 6002.988281
	Iteration 12Q: 3 clusters Score -2.424001e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167075 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -24240330.000000 Penalty: 6002.988281
	Iteration 13Q: 3 clusters Score -2.424033e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -24240812.000000 Penalty: 6002.988281
	Iteration 14Q: 3 clusters Score -2.424081e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -24241042.000000 Penalty: 6002.988281
	Iteration 15Q: 3 clusters Score -2.424104e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171500 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -24241224.000000 Penalty: 6002.988281
	Iteration 16Q: 3 clusters Score -2.424122e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -24241310.000000 Penalty: 6002.988281
	Iteration 17Q: 3 clusters Score -2.424131e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -24241360.000000 Penalty: 6002.988281
	Iteration 18Q: 3 clusters Score -2.424136e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -24241482.000000 Penalty: 6002.988281
	Iteration 19Q: 3 clusters Score -2.424148e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174484 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -24241470.000000 Penalty: 6002.988281
	Iteration 20F: 3 clusters Score -2.424147e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174914 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -24241516.000000 Penalty: 6002.988281
	Iteration 21Q: 3 clusters Score -2.424152e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175271 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -24241546.000000 Penalty: 6002.988281
	Iteration 22Q: 3 clusters Score -2.424155e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175586 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -24241602.000000 Penalty: 6002.988281
	Iteration 23Q: 3 clusters Score -2.42416e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -24241630.000000 Penalty: 6002.988281
	Iteration 24Q: 3 clusters Score -2.424163e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -24241630.000000 Penalty: 6002.988281
	Iteration 25Q: 3 clusters Score -2.424163e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176260 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -24241682.000000 Penalty: 6002.988281
	Iteration 26Q: 3 clusters Score -2.424168e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176408 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -24241688.000000 Penalty: 6002.988281
	Iteration 27Q: 3 clusters Score -2.424169e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -24241710.000000 Penalty: 6002.988281
	Iteration 28Q: 3 clusters Score -2.424171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176638 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -24241714.000000 Penalty: 6002.988281
	Iteration 29Q: 3 clusters Score -2.424171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -24241732.000000 Penalty: 6002.988281
	Iteration 30Q: 3 clusters Score -2.424173e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176824 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -24241716.000000 Penalty: 6002.988281
	Iteration 31Q: 3 clusters Score -2.424172e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24241708.000000 Penalty: 6002.988281
	Iteration 32Q: 3 clusters Score -2.424171e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176977 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -24241662.000000 Penalty: 6002.988281
	Iteration 33Q: 3 clusters Score -2.424166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177045 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -24241642.000000 Penalty: 6002.988281
	Iteration 34Q: 3 clusters Score -2.424164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -24241626.000000 Penalty: 6002.988281
	Iteration 35Q: 3 clusters Score -2.424163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -24241624.000000 Penalty: 6002.988281
	Iteration 36Q: 3 clusters Score -2.424162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177183 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -24241590.000000 Penalty: 6002.988281
	Iteration 37Q: 3 clusters Score -2.424159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -24241600.000000 Penalty: 6002.988281
	Iteration 38Q: 3 clusters Score -2.42416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -24241628.000000 Penalty: 6002.988281
	Iteration 39Q: 3 clusters Score -2.424163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177294 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -24241622.000000 Penalty: 6002.988281
	Iteration 40F: 3 clusters Score -2.424162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177339 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -24241620.000000 Penalty: 6002.988281
	Iteration 41Q: 3 clusters Score -2.424162e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -24241578.000000 Penalty: 6002.988281
	Iteration 42Q: 3 clusters Score -2.424158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24241564.000000 Penalty: 6002.988281
	Iteration 43Q: 3 clusters Score -2.424156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177469 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -24241586.000000 Penalty: 6002.988281
	Iteration 44Q: 3 clusters Score -2.424159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177515 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 45Q: 3 clusters Score -2.424155e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -24241546.000000 Penalty: 6002.988281
	Iteration 46Q: 3 clusters Score -2.424155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177577 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -24241592.000000 Penalty: 6002.988281
	Iteration 47Q: 3 clusters Score -2.424159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -24241566.000000 Penalty: 6002.988281
	Iteration 48Q: 3 clusters Score -2.424157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -24241554.000000 Penalty: 6002.988281
	Iteration 49Q: 3 clusters Score -2.424155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -24241568.000000 Penalty: 6002.988281
	Iteration 50Q: 3 clusters Score -2.424157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24241546.000000 Penalty: 6002.988281
	Iteration 51Q: 3 clusters Score -2.424155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6002.988281
	Iteration 52Q: 3 clusters Score -2.424154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -24241554.000000 Penalty: 6002.988281
	Iteration 53Q: 3 clusters Score -2.424155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -24241550.000000 Penalty: 6002.988281
	Iteration 54Q: 3 clusters Score -2.424155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6002.988281
	Iteration 55Q: 3 clusters Score -2.424154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 56Q: 3 clusters Score -2.424155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177744 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -24241540.000000 Penalty: 6002.988281
	Iteration 57Q: 3 clusters Score -2.424154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 58Q: 3 clusters Score -2.424155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24241542.000000 Penalty: 6002.988281
	Iteration 59Q: 3 clusters Score -2.424154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24241528.000000 Penalty: 6002.988281
	Iteration 60F: 3 clusters Score -2.424153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177774 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -24241538.000000 Penalty: 6002.988281
	Iteration 61Q: 3 clusters Score -2.424154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177781 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -24241536.000000 Penalty: 6002.988281
	Iteration 62Q: 3 clusters Score -2.424154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -24241550.000000 Penalty: 6002.988281
	Iteration 63Q: 3 clusters Score -2.424155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -24241540.000000 Penalty: 6002.988281
	Iteration 64Q: 3 clusters Score -2.424154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24241544.000000 Penalty: 6002.988281
	Iteration 65Q: 3 clusters Score -2.424154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -24241542.000000 Penalty: 6002.988281
	Iteration 66Q: 3 clusters Score -2.424154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177812 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -24241542.000000 Penalty: 6002.988281
	Iteration 67Q: 3 clusters Score -2.424154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177816 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -24241532.000000 Penalty: 6002.988281
	Iteration 68Q: 3 clusters Score -2.424153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177821 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 69Q: 3 clusters Score -2.424155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -24241556.000000 Penalty: 6002.988281
	Iteration 70Q: 3 clusters Score -2.424156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177827 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -24241558.000000 Penalty: 6002.988281
	Iteration 71Q: 3 clusters Score -2.424156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177830 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -24241562.000000 Penalty: 6002.988281
	Iteration 72Q: 3 clusters Score -2.424156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 73Q: 3 clusters Score -2.424155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -24241570.000000 Penalty: 6002.988281
	Iteration 74Q: 3 clusters Score -2.424157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24241568.000000 Penalty: 6002.988281
	Iteration 75Q: 3 clusters Score -2.424157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24241560.000000 Penalty: 6002.988281
	Iteration 76Q: 3 clusters Score -2.424156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -24241568.000000 Penalty: 6002.988281
	Iteration 77Q: 3 clusters Score -2.424157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177844 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -24241552.000000 Penalty: 6002.988281
	Iteration 78Q: 3 clusters Score -2.424155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -24241548.000000 Penalty: 6002.988281
	Iteration 79Q: 3 clusters Score -2.424155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -24241556.000000 Penalty: 6002.988281
	Iteration 80F: 3 clusters Score -2.424156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -24241540.000000 Penalty: 6002.988281
	Iteration 81Q: 3 clusters Score -2.424154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177857 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -24241560.000000 Penalty: 6002.988281
	Iteration 82Q: 3 clusters Score -2.424156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -24241576.000000 Penalty: 6002.988281
	Iteration 83Q: 3 clusters Score -2.424158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -24241580.000000 Penalty: 6002.988281
	Iteration 84Q: 3 clusters Score -2.424158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24241572.000000 Penalty: 6002.988281
	Iteration 85Q: 3 clusters Score -2.424157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -24241572.000000 Penalty: 6002.988281
	Iteration 86F: 3 clusters Score -2.424157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -157507.500000 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -157507.5 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 603 members 
Entering Unmasked Estep 
Score: -155373.640625 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -155373.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155725.031250 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -155725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155895.703125 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -155895.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -156027.859375 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -156027.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -156134.390625 Penalty: 3548.301514
	Iteration 4Q: 3 clusters Score -156134.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156248.265625 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -156248.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156535.531250 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -156535.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -157222.500000 Penalty: 3548.301514
	Iteration 7F: 3 clusters Score -157222.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -157580.187500 Penalty: 3548.301514
	Iteration 8F: 3 clusters Score -157580.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -157734.734375 Penalty: 3548.301514
	Iteration 9F: 3 clusters Score -157734.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -157827.937500 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -157827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -157944.531250 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -157944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -158041.359375 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -158041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -158060.234375 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -158060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -158074.984375 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -158075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -158084.203125 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -158084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -158091.546875 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -158091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -158094.046875 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -158094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -158099.187500 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -158099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -158104.875000 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -158104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -158108.953125 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -158109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -158111.562500 Penalty: 3548.301514
	Iteration 21Q: 3 clusters Score -158111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -158116.671875 Penalty: 3548.301514
	Iteration 22Q: 3 clusters Score -158116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -158117.437500 Penalty: 3548.301514
	Iteration 23Q: 3 clusters Score -158117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -158117.437500 Penalty: 3548.301514
	Iteration 24F: 3 clusters Score -158117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164757 members 
Mstep: Class 3 contains 137868 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4480 members 
Mstep: Class 6 contains 54976 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 62738 members 
Mstep: Class 10 contains 193805 members 
Mstep: Class 11 contains 168794 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 163289 members 
Mstep: Class 14 contains 32939 members 
Mstep: Class 15 contains 389 members 
Mstep: Class 16 contains 180376 members 
Mstep: Class 17 contains 1021 members 
Mstep: Class 18 contains 151944 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 299 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 258 members 
Entering Unmasked Estep 
Score: -180323088.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180323952.000000 to -180323088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (151944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Entering Unmasked Estep 
Score: -20532322.000000 Penalty: 2958.954346
	Iteration 0F: 2 clusters Score -2.053232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -20431832.000000 Penalty: 5917.908691
	Iteration 0F: 3 clusters Score -2.043183e+07 nChanged 72778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -20474008.000000 Penalty: 5917.908691
	Iteration 1F: 3 clusters Score -2.047401e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -20474822.000000 Penalty: 5917.908691
	Iteration 2Q: 3 clusters Score -2.047482e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -20475666.000000 Penalty: 5917.908691
	Iteration 3Q: 3 clusters Score -2.047567e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -20476650.000000 Penalty: 5917.908691
	Iteration 4Q: 3 clusters Score -2.047665e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -20477700.000000 Penalty: 5917.908691
	Iteration 5Q: 3 clusters Score -2.04777e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -20479148.000000 Penalty: 5917.908691
	Iteration 6Q: 3 clusters Score -2.047915e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -20481356.000000 Penalty: 5917.908691
	Iteration 7Q: 3 clusters Score -2.048136e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -20484658.000000 Penalty: 5917.908691
	Iteration 8Q: 3 clusters Score -2.048466e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -20489748.000000 Penalty: 5917.908691
	Iteration 9F: 3 clusters Score -2.048975e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -20496550.000000 Penalty: 5917.908691
	Iteration 10F: 3 clusters Score -2.049655e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -20503222.000000 Penalty: 5917.908691
	Iteration 11F: 3 clusters Score -2.050322e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -20507070.000000 Penalty: 5917.908691
	Iteration 12F: 3 clusters Score -2.050707e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -20508760.000000 Penalty: 5917.908691
	Iteration 13Q: 3 clusters Score -2.050876e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -20509418.000000 Penalty: 5917.908691
	Iteration 14Q: 3 clusters Score -2.050942e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -20509790.000000 Penalty: 5917.908691
	Iteration 15Q: 3 clusters Score -2.050979e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -20510192.000000 Penalty: 5917.908691
	Iteration 16Q: 3 clusters Score -2.051019e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -20510610.000000 Penalty: 5917.908691
	Iteration 17Q: 3 clusters Score -2.051061e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -20510968.000000 Penalty: 5917.908691
	Iteration 18Q: 3 clusters Score -2.051097e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -20511294.000000 Penalty: 5917.908691
	Iteration 19Q: 3 clusters Score -2.051129e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -20511660.000000 Penalty: 5917.908691
	Iteration 20F: 3 clusters Score -2.051166e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -20512044.000000 Penalty: 5917.908691
	Iteration 21Q: 3 clusters Score -2.051204e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -20512318.000000 Penalty: 5917.908691
	Iteration 22Q: 3 clusters Score -2.051232e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -20512602.000000 Penalty: 5917.908691
	Iteration 23Q: 3 clusters Score -2.05126e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -20512924.000000 Penalty: 5917.908691
	Iteration 24Q: 3 clusters Score -2.051292e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -20513134.000000 Penalty: 5917.908691
	Iteration 25Q: 3 clusters Score -2.051313e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -20513402.000000 Penalty: 5917.908691
	Iteration 26Q: 3 clusters Score -2.05134e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -20513602.000000 Penalty: 5917.908691
	Iteration 27Q: 3 clusters Score -2.05136e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -20513838.000000 Penalty: 5917.908691
	Iteration 28Q: 3 clusters Score -2.051384e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -20514062.000000 Penalty: 5917.908691
	Iteration 29Q: 3 clusters Score -2.051406e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -20514306.000000 Penalty: 5917.908691
	Iteration 30Q: 3 clusters Score -2.051431e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -20514636.000000 Penalty: 5917.908691
	Iteration 31Q: 3 clusters Score -2.051464e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -20514868.000000 Penalty: 5917.908691
	Iteration 32Q: 3 clusters Score -2.051487e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -20515116.000000 Penalty: 5917.908691
	Iteration 33Q: 3 clusters Score -2.051512e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -20515388.000000 Penalty: 5917.908691
	Iteration 34Q: 3 clusters Score -2.051539e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -20515690.000000 Penalty: 5917.908691
	Iteration 35Q: 3 clusters Score -2.051569e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -20515872.000000 Penalty: 5917.908691
	Iteration 36Q: 3 clusters Score -2.051587e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -20516260.000000 Penalty: 5917.908691
	Iteration 37Q: 3 clusters Score -2.051626e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -20516634.000000 Penalty: 5917.908691
	Iteration 38Q: 3 clusters Score -2.051663e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -20517044.000000 Penalty: 5917.908691
	Iteration 39Q: 3 clusters Score -2.051704e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -20517540.000000 Penalty: 5917.908691
	Iteration 40F: 3 clusters Score -2.051754e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -20517996.000000 Penalty: 5917.908691
	Iteration 41Q: 3 clusters Score -2.0518e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 120428 members 
Entering Unmasked Estep 
Score: -20518448.000000 Penalty: 5917.908691
	Iteration 42Q: 3 clusters Score -2.051845e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -20518974.000000 Penalty: 5917.908691
	Iteration 43Q: 3 clusters Score -2.051897e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -20519566.000000 Penalty: 5917.908691
	Iteration 44Q: 3 clusters Score -2.051957e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -20520306.000000 Penalty: 5917.908691
	Iteration 45Q: 3 clusters Score -2.052031e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 129069 members 
Entering Unmasked Estep 
Score: -20521048.000000 Penalty: 5917.908691
	Iteration 46Q: 3 clusters Score -2.052105e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -20521960.000000 Penalty: 5917.908691
	Iteration 47Q: 3 clusters Score -2.052196e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -20522862.000000 Penalty: 5917.908691
	Iteration 48Q: 3 clusters Score -2.052286e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -20523560.000000 Penalty: 5917.908691
	Iteration 49Q: 3 clusters Score -2.052356e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -20524544.000000 Penalty: 5917.908691
	Iteration 50Q: 3 clusters Score -2.052454e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 140371 members 
Entering Unmasked Estep 
Score: -20525440.000000 Penalty: 5917.908691
	Iteration 51Q: 3 clusters Score -2.052544e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -20526332.000000 Penalty: 5917.908691
	Iteration 52Q: 3 clusters Score -2.052633e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
Score: -20527078.000000 Penalty: 5917.908691
	Iteration 53Q: 3 clusters Score -2.052708e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 145630 members 
Entering Unmasked Estep 
Score: -20527718.000000 Penalty: 5917.908691
	Iteration 54Q: 3 clusters Score -2.052772e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 146863 members 
Entering Unmasked Estep 
Score: -20528288.000000 Penalty: 5917.908691
	Iteration 55Q: 3 clusters Score -2.052829e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 147886 members 
Entering Unmasked Estep 
Score: -20528714.000000 Penalty: 5917.908691
	Iteration 56Q: 3 clusters Score -2.052871e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
Score: -20529036.000000 Penalty: 5917.908691
	Iteration 57Q: 3 clusters Score -2.052904e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -20529230.000000 Penalty: 5917.908691
	Iteration 58Q: 3 clusters Score -2.052923e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -20529412.000000 Penalty: 5917.908691
	Iteration 59Q: 3 clusters Score -2.052941e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -20529480.000000 Penalty: 5917.908691
	Iteration 60F: 3 clusters Score -2.052948e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -20529536.000000 Penalty: 5917.908691
	Iteration 61Q: 3 clusters Score -2.052954e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -20529588.000000 Penalty: 5917.908691
	Iteration 62Q: 3 clusters Score -2.052959e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -20529680.000000 Penalty: 5917.908691
	Iteration 63Q: 3 clusters Score -2.052968e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -20529760.000000 Penalty: 5917.908691
	Iteration 64Q: 3 clusters Score -2.052976e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 150481 members 
Entering Unmasked Estep 
Score: -20529788.000000 Penalty: 5917.908691
	Iteration 65Q: 3 clusters Score -2.052979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -20529850.000000 Penalty: 5917.908691
	Iteration 66Q: 3 clusters Score -2.052985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -20529870.000000 Penalty: 5917.908691
	Iteration 67Q: 3 clusters Score -2.052987e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 150639 members 
Entering Unmasked Estep 
Score: -20529888.000000 Penalty: 5917.908691
	Iteration 68Q: 3 clusters Score -2.052989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -20529916.000000 Penalty: 5917.908691
	Iteration 69Q: 3 clusters Score -2.052992e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -20529936.000000 Penalty: 5917.908691
	Iteration 70Q: 3 clusters Score -2.052994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -20529956.000000 Penalty: 5917.908691
	Iteration 71Q: 3 clusters Score -2.052996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -20529988.000000 Penalty: 5917.908691
	Iteration 72Q: 3 clusters Score -2.052999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -20530004.000000 Penalty: 5917.908691
	Iteration 73Q: 3 clusters Score -2.053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -20529988.000000 Penalty: 5917.908691
	Iteration 74Q: 3 clusters Score -2.052999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 150854 members 
Entering Unmasked Estep 
Score: -20529988.000000 Penalty: 5917.908691
	Iteration 75Q: 3 clusters Score -2.052999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 150867 members 
Entering Unmasked Estep 
Score: -20529998.000000 Penalty: 5917.908691
	Iteration 76Q: 3 clusters Score -2.053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 150883 members 
Entering Unmasked Estep 
Score: -20529998.000000 Penalty: 5917.908691
	Iteration 77Q: 3 clusters Score -2.053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 150897 members 
Entering Unmasked Estep 
Score: -20530000.000000 Penalty: 5917.908691
	Iteration 78Q: 3 clusters Score -2.053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -20530000.000000 Penalty: 5917.908691
	Iteration 79Q: 3 clusters Score -2.053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -20530014.000000 Penalty: 5917.908691
	Iteration 80F: 3 clusters Score -2.053001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 150924 members 
Entering Unmasked Estep 
Score: -20530038.000000 Penalty: 5917.908691
	Iteration 81Q: 3 clusters Score -2.053004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -20530034.000000 Penalty: 5917.908691
	Iteration 82Q: 3 clusters Score -2.053003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -20530020.000000 Penalty: 5917.908691
	Iteration 83Q: 3 clusters Score -2.053002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 150936 members 
Entering Unmasked Estep 
Score: -20530018.000000 Penalty: 5917.908691
	Iteration 84Q: 3 clusters Score -2.053002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -20530036.000000 Penalty: 5917.908691
	Iteration 85Q: 3 clusters Score -2.053004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -20530032.000000 Penalty: 5917.908691
	Iteration 86Q: 3 clusters Score -2.053003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 150945 members 
Entering Unmasked Estep 
Score: -20530040.000000 Penalty: 5917.908691
	Iteration 87Q: 3 clusters Score -2.053004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -20530040.000000 Penalty: 5917.908691
	Iteration 88Q: 3 clusters Score -2.053004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -20530036.000000 Penalty: 5917.908691
	Iteration 89Q: 3 clusters Score -2.053004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -20530042.000000 Penalty: 5917.908691
	Iteration 90Q: 3 clusters Score -2.053004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -20530040.000000 Penalty: 5917.908691
	Iteration 91Q: 3 clusters Score -2.053004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -20530024.000000 Penalty: 5917.908691
	Iteration 92Q: 3 clusters Score -2.053002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -20530028.000000 Penalty: 5917.908691
	Iteration 93Q: 3 clusters Score -2.053003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 150958 members 
Entering Unmasked Estep 
Score: -20530026.000000 Penalty: 5917.908691
	Iteration 94Q: 3 clusters Score -2.053003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -20530022.000000 Penalty: 5917.908691
	Iteration 95Q: 3 clusters Score -2.053002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -20530026.000000 Penalty: 5917.908691
	Iteration 96Q: 3 clusters Score -2.053003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -20530014.000000 Penalty: 5917.908691
	Iteration 97Q: 3 clusters Score -2.053001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -20530014.000000 Penalty: 5917.908691
	Iteration 98F: 3 clusters Score -2.053001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Entering Unmasked Estep 
Score: -4474741.500000 Penalty: 2589.651367
	Iteration 0F: 2 clusters Score -4474742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4451552.000000 Penalty: 5179.302734
	Iteration 0F: 3 clusters Score -4451552 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4459887.500000 Penalty: 5179.302734
	Iteration 1F: 3 clusters Score -4459888 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4460361.000000 Penalty: 5179.302734
	Iteration 2Q: 3 clusters Score -4460361 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4460780.000000 Penalty: 5179.302734
	Iteration 3Q: 3 clusters Score -4460780 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4461158.500000 Penalty: 5179.302734
	Iteration 4Q: 3 clusters Score -4461158 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4461583.500000 Penalty: 5179.302734
	Iteration 5Q: 3 clusters Score -4461584 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4462151.000000 Penalty: 5179.302734
	Iteration 6Q: 3 clusters Score -4462151 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4462930.000000 Penalty: 5179.302734
	Iteration 7Q: 3 clusters Score -4462930 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4464049.500000 Penalty: 5179.302734
	Iteration 8F: 3 clusters Score -4464050 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4465567.500000 Penalty: 5179.302734
	Iteration 9F: 3 clusters Score -4465568 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4467288.000000 Penalty: 5179.302734
	Iteration 10F: 3 clusters Score -4467288 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4468846.000000 Penalty: 5179.302734
	Iteration 11F: 3 clusters Score -4468846 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4469962.500000 Penalty: 5179.302734
	Iteration 12Q: 3 clusters Score -4469962 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4470595.500000 Penalty: 5179.302734
	Iteration 13Q: 3 clusters Score -4470596 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4471069.500000 Penalty: 5179.302734
	Iteration 14Q: 3 clusters Score -4471070 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4471388.500000 Penalty: 5179.302734
	Iteration 15Q: 3 clusters Score -4471388 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4471598.000000 Penalty: 5179.302734
	Iteration 16Q: 3 clusters Score -4471598 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4471768.500000 Penalty: 5179.302734
	Iteration 17Q: 3 clusters Score -4471768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4471886.500000 Penalty: 5179.302734
	Iteration 18Q: 3 clusters Score -4471886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4471999.500000 Penalty: 5179.302734
	Iteration 19Q: 3 clusters Score -4472000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4472096.000000 Penalty: 5179.302734
	Iteration 20F: 3 clusters Score -4472096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4472145.000000 Penalty: 5179.302734
	Iteration 21Q: 3 clusters Score -4472145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4472215.500000 Penalty: 5179.302734
	Iteration 22Q: 3 clusters Score -4472216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4472274.500000 Penalty: 5179.302734
	Iteration 23Q: 3 clusters Score -4472274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4472311.500000 Penalty: 5179.302734
	Iteration 24Q: 3 clusters Score -4472312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4472342.500000 Penalty: 5179.302734
	Iteration 25Q: 3 clusters Score -4472342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4472377.500000 Penalty: 5179.302734
	Iteration 26Q: 3 clusters Score -4472378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4472427.000000 Penalty: 5179.302734
	Iteration 27Q: 3 clusters Score -4472427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4472476.000000 Penalty: 5179.302734
	Iteration 28Q: 3 clusters Score -4472476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4472507.500000 Penalty: 5179.302734
	Iteration 29Q: 3 clusters Score -4472508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4472526.000000 Penalty: 5179.302734
	Iteration 30Q: 3 clusters Score -4472526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4472549.500000 Penalty: 5179.302734
	Iteration 31Q: 3 clusters Score -4472550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4472556.500000 Penalty: 5179.302734
	Iteration 32Q: 3 clusters Score -4472556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4472563.500000 Penalty: 5179.302734
	Iteration 33Q: 3 clusters Score -4472564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4472575.000000 Penalty: 5179.302734
	Iteration 34Q: 3 clusters Score -4472575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4472581.500000 Penalty: 5179.302734
	Iteration 35Q: 3 clusters Score -4472582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4472584.000000 Penalty: 5179.302734
	Iteration 36Q: 3 clusters Score -4472584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4472590.500000 Penalty: 5179.302734
	Iteration 37Q: 3 clusters Score -4472590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4472591.500000 Penalty: 5179.302734
	Iteration 38Q: 3 clusters Score -4472592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4472595.000000 Penalty: 5179.302734
	Iteration 39Q: 3 clusters Score -4472595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4472597.000000 Penalty: 5179.302734
	Iteration 40F: 3 clusters Score -4472597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4472606.500000 Penalty: 5179.302734
	Iteration 41Q: 3 clusters Score -4472606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4472608.500000 Penalty: 5179.302734
	Iteration 42Q: 3 clusters Score -4472608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4472614.000000 Penalty: 5179.302734
	Iteration 43Q: 3 clusters Score -4472614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4472614.500000 Penalty: 5179.302734
	Iteration 44Q: 3 clusters Score -4472614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4472611.500000 Penalty: 5179.302734
	Iteration 45Q: 3 clusters Score -4472612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4472622.000000 Penalty: 5179.302734
	Iteration 46Q: 3 clusters Score -4472622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4472616.000000 Penalty: 5179.302734
	Iteration 47Q: 3 clusters Score -4472616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4472621.500000 Penalty: 5179.302734
	Iteration 48Q: 3 clusters Score -4472622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4472622.000000 Penalty: 5179.302734
	Iteration 49Q: 3 clusters Score -4472622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4472626.000000 Penalty: 5179.302734
	Iteration 50Q: 3 clusters Score -4472626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4472621.000000 Penalty: 5179.302734
	Iteration 51Q: 3 clusters Score -4472621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4472621.000000 Penalty: 5179.302734
	Iteration 52F: 3 clusters Score -4472621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -33343.253906 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -33343.25 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 150 members 
Entering Unmasked Estep 
Score: -32100.347656 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -32100.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32249.880859 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -32249.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32311.828125 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -32311.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32332.281250 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -32332.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32346.615234 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -32346.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32353.328125 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32353.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32358.269531 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -32358.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32358.269531 Penalty: 2827.420166
	Iteration 7F: 3 clusters Score -32358.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -67904.851562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -67904.85 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 299 members 
Entering Unmasked Estep 
Score: -66335.929688 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -66335.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66613.226562 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -66613.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66823.046875 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -66823.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66998.187500 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -66998.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67074.484375 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -67074.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67119.164062 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -67119.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67155.953125 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -67155.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67188.179688 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -67188.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67202.937500 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -67202.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67205.515625 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -67205.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67210.945312 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -67210.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67214.335938 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -67214.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67214.335938 Penalty: 3158.620605
	Iteration 12F: 3 clusters Score -67214.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -52064.296875 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -52064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50627.074219 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -50627.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50788.445312 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -50788.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50829.058594 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -50829.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50842.855469 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -50842.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50848.371094 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -50848.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50856.492188 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50856.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50858.980469 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50858.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50858.980469 Penalty: 2986.427490
	Iteration 7F: 3 clusters Score -50858.98 nChanged 0
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -532443808.000000 Penalty: 83092.140625
20->23 Clusters: Score -532443808.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 68165 members 
Mstep: Class 3 contains 68287 members 
Mstep: Class 4 contains 68507 members 
Mstep: Class 5 contains 68783 members 
Mstep: Class 6 contains 68439 members 
Mstep: Class 7 contains 68768 members 
Mstep: Class 8 contains 68652 members 
Mstep: Class 9 contains 67844 members 
Mstep: Class 10 contains 68557 members 
Mstep: Class 11 contains 68950 members 
Mstep: Class 12 contains 68465 members 
Mstep: Class 13 contains 68408 members 
Mstep: Class 14 contains 68852 members 
Mstep: Class 15 contains 68185 members 
Mstep: Class 16 contains 68228 members 
Mstep: Class 17 contains 68731 members 
Mstep: Class 18 contains 68584 members 
Mstep: Class 19 contains 68768 members 
Mstep: Class 20 contains 68994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 504.152283 but Gain 3504.453125
Score: -175197296.000000 Penalty: 66584.734375
Iteration 0F: 20 clusters Score -1.751973e+08 nChanged 1298570
Entering Unmasked Mstep 
Mstep: Class 0 contains 2347 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 38135 members 
Mstep: Class 4 contains 92308 members 
Mstep: Class 5 contains 65912 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 72559 members 
Mstep: Class 8 contains 90996 members 
Mstep: Class 9 contains 80108 members 
Mstep: Class 10 contains 69648 members 
Mstep: Class 11 contains 84171 members 
Mstep: Class 12 contains 92412 members 
Mstep: Class 13 contains 105526 members 
Mstep: Class 14 contains 72995 members 
Mstep: Class 15 contains 119945 members 
Mstep: Class 16 contains 46151 members 
Mstep: Class 17 contains 76145 members 
Mstep: Class 19 contains 69815 members 
Mstep: Class 20 contains 107738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178182944.000000 Penalty: 66584.734375
Iteration 1F: 20 clusters Score -1.781829e+08 nChanged 440858
Entering Unmasked Mstep 
Mstep: Class 0 contains 2475 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 20137 members 
Mstep: Class 3 contains 20121 members 
Mstep: Class 4 contains 126066 members 
Mstep: Class 5 contains 71608 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 65541 members 
Mstep: Class 8 contains 65573 members 
Mstep: Class 9 contains 71958 members 
Mstep: Class 10 contains 76197 members 
Mstep: Class 11 contains 65747 members 
Mstep: Class 12 contains 93836 members 
Mstep: Class 13 contains 131589 members 
Mstep: Class 14 contains 75802 members 
Mstep: Class 15 contains 120100 members 
Mstep: Class 16 contains 46597 members 
Mstep: Class 17 contains 81164 members 
Mstep: Class 19 contains 62274 members 
Mstep: Class 20 contains 122747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178724976.000000 Penalty: 66584.734375
Iteration 2F: 20 clusters Score -1.78725e+08 nChanged 314107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2363 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18437 members 
Mstep: Class 3 contains 10244 members 
Mstep: Class 4 contains 148603 members 
Mstep: Class 5 contains 69550 members 
Mstep: Class 6 contains 37122 members 
Mstep: Class 7 contains 64192 members 
Mstep: Class 8 contains 45997 members 
Mstep: Class 9 contains 70542 members 
Mstep: Class 10 contains 74074 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 101486 members 
Mstep: Class 13 contains 154589 members 
Mstep: Class 14 contains 73162 members 
Mstep: Class 15 contains 134917 members 
Mstep: Class 16 contains 43889 members 
Mstep: Class 17 contains 79593 members 
Mstep: Class 19 contains 57587 members 
Mstep: Class 20 contains 133414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179023888.000000 Penalty: 66584.734375
Iteration 3F: 20 clusters Score -1.790239e+08 nChanged 259285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2173 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16827 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 163596 members 
Mstep: Class 5 contains 62785 members 
Mstep: Class 6 contains 29556 members 
Mstep: Class 7 contains 61066 members 
Mstep: Class 8 contains 26945 members 
Mstep: Class 9 contains 73084 members 
Mstep: Class 10 contains 65603 members 
Mstep: Class 11 contains 32406 members 
Mstep: Class 12 contains 109726 members 
Mstep: Class 13 contains 172969 members 
Mstep: Class 14 contains 67592 members 
Mstep: Class 15 contains 171879 members 
Mstep: Class 16 contains 38092 members 
Mstep: Class 17 contains 73858 members 
Mstep: Class 19 contains 56652 members 
Mstep: Class 20 contains 137966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2663.745850 but Gain 3504.464844
Score: -179248176.000000 Penalty: 63080.269531
Iteration 4F: 19 clusters Score -1.792482e+08 nChanged 230268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1800 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15022 members 
Mstep: Class 4 contains 169599 members 
Mstep: Class 5 contains 54521 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 56821 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 72551 members 
Mstep: Class 10 contains 54922 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 117951 members 
Mstep: Class 13 contains 187467 members 
Mstep: Class 14 contains 60440 members 
Mstep: Class 15 contains 224678 members 
Mstep: Class 16 contains 31791 members 
Mstep: Class 17 contains 66559 members 
Mstep: Class 19 contains 58037 members 
Mstep: Class 20 contains 138933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179476960.000000 Penalty: 63080.269531
Iteration 5F: 19 clusters Score -1.79477e+08 nChanged 198958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13680 members 
Mstep: Class 4 contains 166798 members 
Mstep: Class 5 contains 46483 members 
Mstep: Class 6 contains 17824 members 
Mstep: Class 7 contains 53480 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 65724 members 
Mstep: Class 10 contains 43982 members 
Mstep: Class 11 contains 14773 members 
Mstep: Class 12 contains 123776 members 
Mstep: Class 13 contains 196832 members 
Mstep: Class 14 contains 52151 members 
Mstep: Class 15 contains 284761 members 
Mstep: Class 16 contains 25911 members 
Mstep: Class 17 contains 58915 members 
Mstep: Class 19 contains 59040 members 
Mstep: Class 20 contains 136620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179675088.000000 Penalty: 63080.269531
Iteration 6F: 19 clusters Score -1.796751e+08 nChanged 184313
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 12853 members 
Mstep: Class 4 contains 159482 members 
Mstep: Class 5 contains 40330 members 
Mstep: Class 6 contains 14272 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 53341 members 
Mstep: Class 10 contains 34614 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 128225 members 
Mstep: Class 13 contains 198415 members 
Mstep: Class 14 contains 43262 members 
Mstep: Class 15 contains 348064 members 
Mstep: Class 16 contains 21142 members 
Mstep: Class 17 contains 53127 members 
Mstep: Class 19 contains 60019 members 
Mstep: Class 20 contains 132675 members 
Entering Unmasked Estep 
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Iteration 7F: 19 clusters Score -1.796647e+08 nChanged 164278
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 4 contains 158133 members 
Mstep: Class 5 contains 38699 members 
Mstep: Class 6 contains 12180 members 
Mstep: Class 7 contains 55577 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 50691 members 
Mstep: Class 10 contains 27261 members 
Mstep: Class 11 contains 8156 members 
Mstep: Class 12 contains 139601 members 
Mstep: Class 13 contains 206591 members 
Mstep: Class 14 contains 38076 members 
Mstep: Class 15 contains 348444 members 
Mstep: Class 16 contains 17585 members 
Mstep: Class 17 contains 50888 members 
Mstep: Class 19 contains 61218 members 
Mstep: Class 20 contains 137106 members 
Entering Unmasked Estep 
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Iteration 8F: 19 clusters Score -1.797102e+08 nChanged 128537
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 4 contains 154462 members 
Mstep: Class 5 contains 38196 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 58686 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 51937 members 
Mstep: Class 10 contains 21989 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 154762 members 
Mstep: Class 13 contains 211539 members 
Mstep: Class 14 contains 33689 members 
Mstep: Class 15 contains 333407 members 
Mstep: Class 16 contains 15183 members 
Mstep: Class 17 contains 48822 members 
Mstep: Class 19 contains 63017 members 
Mstep: Class 20 contains 147746 members 
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Iteration 9F: 19 clusters Score -1.797937e+08 nChanged 114942
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 4 contains 150405 members 
Mstep: Class 5 contains 37662 members 
Mstep: Class 6 contains 9759 members 
Mstep: Class 7 contains 60300 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 53527 members 
Mstep: Class 10 contains 18155 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 170703 members 
Mstep: Class 13 contains 209701 members 
Mstep: Class 14 contains 28880 members 
Mstep: Class 15 contains 321809 members 
Mstep: Class 16 contains 13463 members 
Mstep: Class 17 contains 46067 members 
Mstep: Class 19 contains 64999 members 
Mstep: Class 20 contains 160502 members 
Entering Unmasked Estep 
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Iteration 10F: 19 clusters Score -1.798668e+08 nChanged 105611
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 4 contains 146584 members 
Mstep: Class 5 contains 37061 members 
Mstep: Class 6 contains 9031 members 
Mstep: Class 7 contains 61292 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 55330 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 187292 members 
Mstep: Class 13 contains 202209 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 312107 members 
Mstep: Class 16 contains 12259 members 
Mstep: Class 17 contains 42809 members 
Mstep: Class 19 contains 66737 members 
Mstep: Class 20 contains 174785 members 
Entering Unmasked Estep 
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Iteration 11F: 19 clusters Score -1.79929e+08 nChanged 97184
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 4 contains 142472 members 
Mstep: Class 5 contains 35881 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 61884 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 57442 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 204548 members 
Mstep: Class 13 contains 191453 members 
Mstep: Class 14 contains 20906 members 
Mstep: Class 15 contains 302509 members 
Mstep: Class 16 contains 11461 members 
Mstep: Class 17 contains 39842 members 
Mstep: Class 19 contains 68366 members 
Mstep: Class 20 contains 189829 members 
Entering Unmasked Estep 
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Iteration 12F: 19 clusters Score -1.799833e+08 nChanged 89183
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9461 members 
Mstep: Class 4 contains 137956 members 
Mstep: Class 5 contains 34542 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 62238 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 59917 members 
Mstep: Class 10 contains 12022 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 220689 members 
Mstep: Class 13 contains 179527 members 
Mstep: Class 14 contains 18323 members 
Mstep: Class 15 contains 294391 members 
Mstep: Class 16 contains 11045 members 
Mstep: Class 17 contains 37204 members 
Mstep: Class 19 contains 69878 members 
Mstep: Class 20 contains 203978 members 
Entering Unmasked Estep 
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Iteration 13F: 19 clusters Score -1.800161e+08 nChanged 79767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 4 contains 134383 members 
Mstep: Class 5 contains 33451 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 62459 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 62794 members 
Mstep: Class 10 contains 11073 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 233037 members 
Mstep: Class 13 contains 168753 members 
Mstep: Class 14 contains 16530 members 
Mstep: Class 15 contains 288527 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 35473 members 
Mstep: Class 19 contains 71555 members 
Mstep: Class 20 contains 213991 members 
Entering Unmasked Estep 
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Iteration 14F: 19 clusters Score -1.800348e+08 nChanged 68477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 4 contains 133131 members 
Mstep: Class 5 contains 32770 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 62678 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 66333 members 
Mstep: Class 10 contains 10292 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 239928 members 
Mstep: Class 13 contains 160966 members 
Mstep: Class 14 contains 15266 members 
Mstep: Class 15 contains 284477 members 
Mstep: Class 16 contains 10809 members 
Mstep: Class 17 contains 34826 members 
Mstep: Class 19 contains 73058 members 
Mstep: Class 20 contains 218641 members 
Entering Unmasked Estep 
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Iteration 15Q: 19 clusters Score -1.80049e+08 nChanged 59053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8858 members 
Mstep: Class 4 contains 134437 members 
Mstep: Class 5 contains 32626 members 
Mstep: Class 6 contains 9034 members 
Mstep: Class 7 contains 62911 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 70479 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 12 contains 241689 members 
Mstep: Class 13 contains 155801 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 281594 members 
Mstep: Class 16 contains 10833 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 19 contains 74395 members 
Mstep: Class 20 contains 219125 members 
Entering Unmasked Estep 
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Iteration 16Q: 19 clusters Score -1.800616e+08 nChanged 51723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8875 members 
Mstep: Class 4 contains 137852 members 
Mstep: Class 5 contains 32934 members 
Mstep: Class 6 contains 9542 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 75202 members 
Mstep: Class 10 contains 9009 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 239250 members 
Mstep: Class 13 contains 152941 members 
Mstep: Class 14 contains 13717 members 
Mstep: Class 15 contains 279307 members 
Mstep: Class 16 contains 10871 members 
Mstep: Class 17 contains 35566 members 
Mstep: Class 19 contains 75501 members 
Mstep: Class 20 contains 216860 members 
Entering Unmasked Estep 
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Iteration 17Q: 19 clusters Score -1.800743e+08 nChanged 45598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8911 members 
Mstep: Class 4 contains 142627 members 
Mstep: Class 5 contains 33635 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 63712 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 80388 members 
Mstep: Class 10 contains 8459 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 234252 members 
Mstep: Class 13 contains 151699 members 
Mstep: Class 14 contains 13323 members 
Mstep: Class 15 contains 277544 members 
Mstep: Class 16 contains 10882 members 
Mstep: Class 17 contains 36348 members 
Mstep: Class 19 contains 76200 members 
Mstep: Class 20 contains 212461 members 
Entering Unmasked Estep 
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Iteration 18Q: 19 clusters Score -1.800892e+08 nChanged 42622
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8941 members 
Mstep: Class 4 contains 148650 members 
Mstep: Class 5 contains 34667 members 
Mstep: Class 6 contains 10884 members 
Mstep: Class 7 contains 64120 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 85860 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 227699 members 
Mstep: Class 13 contains 151523 members 
Mstep: Class 14 contains 13139 members 
Mstep: Class 15 contains 275602 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 37154 members 
Mstep: Class 19 contains 76608 members 
Mstep: Class 20 contains 206708 members 
Entering Unmasked Estep 
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Iteration 19Q: 19 clusters Score -1.801043e+08 nChanged 41278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 4 contains 155344 members 
Mstep: Class 5 contains 35865 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 64541 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 91649 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 220806 members 
Mstep: Class 13 contains 151848 members 
Mstep: Class 14 contains 13028 members 
Mstep: Class 15 contains 273493 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 38059 members 
Mstep: Class 19 contains 76596 members 
Mstep: Class 20 contains 199989 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -1.801187e+08 nChanged 40402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9048 members 
Mstep: Class 4 contains 162296 members 
Mstep: Class 5 contains 37186 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 64901 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 97757 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 214023 members 
Mstep: Class 13 contains 152308 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 271097 members 
Mstep: Class 16 contains 11186 members 
Mstep: Class 17 contains 38966 members 
Mstep: Class 19 contains 76356 members 
Mstep: Class 20 contains 192633 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -1.801314e+08 nChanged 39734
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9130 members 
Mstep: Class 4 contains 169405 members 
Mstep: Class 5 contains 38552 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 65200 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 104049 members 
Mstep: Class 10 contains 6884 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 207750 members 
Mstep: Class 13 contains 152930 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 268503 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 39777 members 
Mstep: Class 19 contains 75770 members 
Mstep: Class 20 contains 184843 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -1.801435e+08 nChanged 39848
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9294 members 
Mstep: Class 4 contains 175999 members 
Mstep: Class 5 contains 39919 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 65450 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 110790 members 
Mstep: Class 10 contains 6632 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 202217 members 
Mstep: Class 13 contains 153562 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 265621 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 17 contains 40569 members 
Mstep: Class 19 contains 75026 members 
Mstep: Class 20 contains 176557 members 
Entering Unmasked Estep 
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Iteration 23Q: 19 clusters Score -1.801538e+08 nChanged 38547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 4 contains 181334 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 14436 members 
Mstep: Class 7 contains 65685 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 117959 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 197709 members 
Mstep: Class 13 contains 153363 members 
Mstep: Class 14 contains 13025 members 
Mstep: Class 15 contains 262435 members 
Mstep: Class 16 contains 11833 members 
Mstep: Class 17 contains 41318 members 
Mstep: Class 19 contains 73950 members 
Mstep: Class 20 contains 169531 members 
Entering Unmasked Estep 
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Iteration 24Q: 19 clusters Score -1.801632e+08 nChanged 38002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 4 contains 185337 members 
Mstep: Class 5 contains 42759 members 
Mstep: Class 6 contains 15162 members 
Mstep: Class 7 contains 65862 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 125767 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 194121 members 
Mstep: Class 13 contains 152922 members 
Mstep: Class 14 contains 12963 members 
Mstep: Class 15 contains 258863 members 
Mstep: Class 16 contains 12086 members 
Mstep: Class 17 contains 42056 members 
Mstep: Class 19 contains 72501 members 
Mstep: Class 20 contains 163420 members 
Entering Unmasked Estep 
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Iteration 25Q: 19 clusters Score -1.801692e+08 nChanged 36667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 4 contains 187779 members 
Mstep: Class 5 contains 44137 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 65962 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 134369 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 190919 members 
Mstep: Class 13 contains 152311 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 254894 members 
Mstep: Class 16 contains 12362 members 
Mstep: Class 17 contains 42641 members 
Mstep: Class 19 contains 70827 members 
Mstep: Class 20 contains 158853 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -1.801754e+08 nChanged 35039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 4 contains 188726 members 
Mstep: Class 5 contains 45441 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 66023 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 143646 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 188219 members 
Mstep: Class 13 contains 152094 members 
Mstep: Class 14 contains 12562 members 
Mstep: Class 15 contains 250452 members 
Mstep: Class 16 contains 12640 members 
Mstep: Class 17 contains 43154 members 
Mstep: Class 19 contains 68791 members 
Mstep: Class 20 contains 155261 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.801832e+08 nChanged 34255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10104 members 
Mstep: Class 4 contains 188697 members 
Mstep: Class 5 contains 46659 members 
Mstep: Class 6 contains 17547 members 
Mstep: Class 7 contains 66014 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 153410 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 185932 members 
Mstep: Class 13 contains 152387 members 
Mstep: Class 14 contains 12272 members 
Mstep: Class 15 contains 245623 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 43492 members 
Mstep: Class 19 contains 66483 members 
Mstep: Class 20 contains 152246 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.801917e+08 nChanged 33621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 4 contains 188092 members 
Mstep: Class 5 contains 47748 members 
Mstep: Class 6 contains 18425 members 
Mstep: Class 7 contains 65974 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 163833 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 183799 members 
Mstep: Class 13 contains 152864 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 240296 members 
Mstep: Class 16 contains 13160 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 19 contains 64122 members 
Mstep: Class 20 contains 149502 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.80199e+08 nChanged 32994
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10442 members 
Mstep: Class 4 contains 187455 members 
Mstep: Class 5 contains 48687 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 65884 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 174720 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 181712 members 
Mstep: Class 13 contains 153250 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 15 contains 234726 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 44129 members 
Mstep: Class 19 contains 61674 members 
Mstep: Class 20 contains 147115 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.802058e+08 nChanged 32691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 4 contains 186616 members 
Mstep: Class 5 contains 49403 members 
Mstep: Class 6 contains 20092 members 
Mstep: Class 7 contains 65763 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 186305 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 179434 members 
Mstep: Class 13 contains 153488 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 228936 members 
Mstep: Class 16 contains 13628 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 19 contains 59281 members 
Mstep: Class 20 contains 145148 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.802127e+08 nChanged 32571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 4 contains 185240 members 
Mstep: Class 5 contains 49886 members 
Mstep: Class 6 contains 20846 members 
Mstep: Class 7 contains 65664 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 198840 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 176575 members 
Mstep: Class 13 contains 153234 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 223365 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 44406 members 
Mstep: Class 19 contains 56861 members 
Mstep: Class 20 contains 143732 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.802187e+08 nChanged 33234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10825 members 
Mstep: Class 4 contains 183498 members 
Mstep: Class 5 contains 50210 members 
Mstep: Class 6 contains 21540 members 
Mstep: Class 7 contains 65546 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 211817 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 173578 members 
Mstep: Class 13 contains 152806 members 
Mstep: Class 14 contains 10675 members 
Mstep: Class 15 contains 218133 members 
Mstep: Class 16 contains 14303 members 
Mstep: Class 17 contains 44625 members 
Mstep: Class 19 contains 54407 members 
Mstep: Class 20 contains 142331 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.802231e+08 nChanged 35506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 4 contains 181059 members 
Mstep: Class 5 contains 50358 members 
Mstep: Class 6 contains 22302 members 
Mstep: Class 7 contains 65450 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 225444 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 170507 members 
Mstep: Class 13 contains 151829 members 
Mstep: Class 14 contains 10536 members 
Mstep: Class 15 contains 213235 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 44816 members 
Mstep: Class 19 contains 52013 members 
Mstep: Class 20 contains 141204 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.802252e+08 nChanged 35410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10982 members 
Mstep: Class 4 contains 178652 members 
Mstep: Class 5 contains 50463 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 65398 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 237075 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 167814 members 
Mstep: Class 13 contains 150611 members 
Mstep: Class 14 contains 10480 members 
Mstep: Class 15 contains 209758 members 
Mstep: Class 16 contains 15106 members 
Mstep: Class 17 contains 45012 members 
Mstep: Class 19 contains 49629 members 
Mstep: Class 20 contains 140302 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.802239e+08 nChanged 32836
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10904 members 
Mstep: Class 4 contains 177051 members 
Mstep: Class 5 contains 50672 members 
Mstep: Class 6 contains 24181 members 
Mstep: Class 7 contains 65391 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 244285 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 166055 members 
Mstep: Class 13 contains 149593 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 207989 members 
Mstep: Class 16 contains 15544 members 
Mstep: Class 17 contains 45434 members 
Mstep: Class 19 contains 47327 members 
Mstep: Class 20 contains 139655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180221152.000000 Penalty: 63080.269531
Iteration 36Q: 19 clusters Score -1.802212e+08 nChanged 29317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 4 contains 176542 members 
Mstep: Class 5 contains 51066 members 
Mstep: Class 6 contains 25242 members 
Mstep: Class 7 contains 65408 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 246479 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 165293 members 
Mstep: Class 13 contains 148968 members 
Mstep: Class 14 contains 10588 members 
Mstep: Class 15 contains 207804 members 
Mstep: Class 16 contains 16035 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 19 contains 45255 members 
Mstep: Class 20 contains 139219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180219680.000000 Penalty: 63080.269531
Iteration 37Q: 19 clusters Score -1.802197e+08 nChanged 25276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 4 contains 176732 members 
Mstep: Class 5 contains 51745 members 
Mstep: Class 6 contains 26252 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 245241 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 165399 members 
Mstep: Class 13 contains 148533 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 208324 members 
Mstep: Class 16 contains 16572 members 
Mstep: Class 17 contains 46751 members 
Mstep: Class 19 contains 43413 members 
Mstep: Class 20 contains 139270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180221264.000000 Penalty: 63080.269531
Iteration 38Q: 19 clusters Score -1.802213e+08 nChanged 22394
Entering ConstructFrom: 
Score: -180221264.000000 Penalty: 63080.269531
Entering ConstructFrom: 
Trying to split cluster 1 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -402607.000000 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -402607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -399368.625000 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -399368.6 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -402413.375000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -402413.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -405118.750000 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -405118.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -405906.312500 Penalty: 4027.664795
	Iteration 3F: 3 clusters Score -405906.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -406179.031250 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -406179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -406277.875000 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -406277.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -406365.750000 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -406365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -406457.281250 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -406457.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -406568.906250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -406568.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -406698.250000 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -406698.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406796.406250 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -406796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -406881.281250 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -406881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -406989.312500 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -406989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -407119.343750 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -407119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -407306.125000 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -407306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -407722.375000 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -407722.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -407912.812500 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -407912.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407924.156250 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -407924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407930.656250 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -407930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -407932.000000 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -407932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -407932.656250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -407932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -407935.281250 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -407935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -407935.843750 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -407935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -407936.281250 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -407936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407936.812500 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -407936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -407938.906250 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -407938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -407938.906250 Penalty: 4027.664795
	Iteration 26F: 3 clusters Score -407938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 177245 members 
Mstep: Class 5 contains 52612 members 
Mstep: Class 6 contains 27275 members 
Mstep: Class 7 contains 65318 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 241757 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 166107 members 
Mstep: Class 13 contains 148328 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 209248 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 47566 members 
Mstep: Class 19 contains 41709 members 
Mstep: Class 20 contains 139555 members 
Entering Unmasked Estep 
Score: -180227200.000000 Penalty: 66584.734375
Splitting cluster 1 changes total score from -180221264.000000 to -180227200.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -1409151.250000 Penalty: 2293.246582
	Iteration 0F: 2 clusters Score -1409151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1401217.375000 Penalty: 4586.493164
	Iteration 0F: 3 clusters Score -1401217 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1403472.250000 Penalty: 4586.493164
	Iteration 1F: 3 clusters Score -1403472 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1403713.875000 Penalty: 4586.493164
	Iteration 2F: 3 clusters Score -1403714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1403856.500000 Penalty: 4586.493164
	Iteration 3Q: 3 clusters Score -1403856 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1403978.875000 Penalty: 4586.493164
	Iteration 4Q: 3 clusters Score -1403979 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1404082.375000 Penalty: 4586.493164
	Iteration 5Q: 3 clusters Score -1404082 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1404178.125000 Penalty: 4586.493164
	Iteration 6Q: 3 clusters Score -1404178 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1404265.125000 Penalty: 4586.493164
	Iteration 7Q: 3 clusters Score -1404265 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1404347.500000 Penalty: 4586.493164
	Iteration 8Q: 3 clusters Score -1404348 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1404434.250000 Penalty: 4586.493164
	Iteration 9Q: 3 clusters Score -1404434 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1404541.000000 Penalty: 4586.493164
	Iteration 10Q: 3 clusters Score -1404541 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1404665.625000 Penalty: 4586.493164
	Iteration 11Q: 3 clusters Score -1404666 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1404836.000000 Penalty: 4586.493164
	Iteration 12Q: 3 clusters Score -1404836 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1405053.375000 Penalty: 4586.493164
	Iteration 13Q: 3 clusters Score -1405053 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1405309.500000 Penalty: 4586.493164
	Iteration 14Q: 3 clusters Score -1405310 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1405609.875000 Penalty: 4586.493164
	Iteration 15Q: 3 clusters Score -1405610 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1405953.250000 Penalty: 4586.493164
	Iteration 16Q: 3 clusters Score -1405953 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1406285.250000 Penalty: 4586.493164
	Iteration 17Q: 3 clusters Score -1406285 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1406523.500000 Penalty: 4586.493164
	Iteration 18Q: 3 clusters Score -1406524 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1406714.625000 Penalty: 4586.493164
	Iteration 19Q: 3 clusters Score -1406715 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1406857.125000 Penalty: 4586.493164
	Iteration 20F: 3 clusters Score -1406857 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1406958.250000 Penalty: 4586.493164
	Iteration 21Q: 3 clusters Score -1406958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1407017.750000 Penalty: 4586.493164
	Iteration 22Q: 3 clusters Score -1407018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1407062.000000 Penalty: 4586.493164
	Iteration 23Q: 3 clusters Score -1407062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1407108.250000 Penalty: 4586.493164
	Iteration 24Q: 3 clusters Score -1407108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1407132.625000 Penalty: 4586.493164
	Iteration 25Q: 3 clusters Score -1407133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1407148.875000 Penalty: 4586.493164
	Iteration 26Q: 3 clusters Score -1407149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1407163.625000 Penalty: 4586.493164
	Iteration 27Q: 3 clusters Score -1407164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1407173.250000 Penalty: 4586.493164
	Iteration 28Q: 3 clusters Score -1407173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1407184.250000 Penalty: 4586.493164
	Iteration 29Q: 3 clusters Score -1407184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1407191.375000 Penalty: 4586.493164
	Iteration 30Q: 3 clusters Score -1407191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1407198.500000 Penalty: 4586.493164
	Iteration 31Q: 3 clusters Score -1407198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1407203.625000 Penalty: 4586.493164
	Iteration 32Q: 3 clusters Score -1407204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1407206.500000 Penalty: 4586.493164
	Iteration 33Q: 3 clusters Score -1407206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1407213.750000 Penalty: 4586.493164
	Iteration 34Q: 3 clusters Score -1407214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1407225.750000 Penalty: 4586.493164
	Iteration 35Q: 3 clusters Score -1407226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1407234.250000 Penalty: 4586.493164
	Iteration 36Q: 3 clusters Score -1407234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1407236.000000 Penalty: 4586.493164
	Iteration 37Q: 3 clusters Score -1407236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1407237.625000 Penalty: 4586.493164
	Iteration 38Q: 3 clusters Score -1407238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1407237.625000 Penalty: 4586.493164
	Iteration 39F: 3 clusters Score -1407238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177245 members 
Entering Unmasked Estep 
Score: -23989944.000000 Penalty: 2997.151367
	Iteration 0F: 2 clusters Score -2.398994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -23882030.000000 Penalty: 5994.302734
	Iteration 0F: 3 clusters Score -2.388203e+07 nChanged 84922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -23932034.000000 Penalty: 5994.302734
	Iteration 1F: 3 clusters Score -2.393203e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -23933744.000000 Penalty: 5994.302734
	Iteration 2Q: 3 clusters Score -2.393374e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -23936270.000000 Penalty: 5994.302734
	Iteration 3Q: 3 clusters Score -2.393627e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 114286 members 
Entering Unmasked Estep 
Score: -23941296.000000 Penalty: 5994.302734
	Iteration 4F: 3 clusters Score -2.39413e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -23949662.000000 Penalty: 5994.302734
	Iteration 5F: 3 clusters Score -2.394966e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -23961490.000000 Penalty: 5994.302734
	Iteration 6F: 3 clusters Score -2.396149e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -23973646.000000 Penalty: 5994.302734
	Iteration 7F: 3 clusters Score -2.397365e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -23981308.000000 Penalty: 5994.302734
	Iteration 8F: 3 clusters Score -2.398131e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 173072 members 
Entering Unmasked Estep 
Score: -23984704.000000 Penalty: 5994.302734
	Iteration 9Q: 3 clusters Score -2.39847e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -23986140.000000 Penalty: 5994.302734
	Iteration 10Q: 3 clusters Score -2.398614e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 176507 members 
Entering Unmasked Estep 
Score: -23986836.000000 Penalty: 5994.302734
	Iteration 11Q: 3 clusters Score -2.398684e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -23987110.000000 Penalty: 5994.302734
	Iteration 12Q: 3 clusters Score -2.398711e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -23987204.000000 Penalty: 5994.302734
	Iteration 13Q: 3 clusters Score -2.39872e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -23987278.000000 Penalty: 5994.302734
	Iteration 14Q: 3 clusters Score -2.398728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -23987316.000000 Penalty: 5994.302734
	Iteration 15Q: 3 clusters Score -2.398732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -23987344.000000 Penalty: 5994.302734
	Iteration 16Q: 3 clusters Score -2.398734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 176944 members 
Entering Unmasked Estep 
Score: -23987350.000000 Penalty: 5994.302734
	Iteration 17Q: 3 clusters Score -2.398735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -23987358.000000 Penalty: 5994.302734
	Iteration 18Q: 3 clusters Score -2.398736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 176948 members 
Entering Unmasked Estep 
Score: -23987366.000000 Penalty: 5994.302734
	Iteration 19Q: 3 clusters Score -2.398737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -23987370.000000 Penalty: 5994.302734
	Iteration 20F: 3 clusters Score -2.398737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -23987388.000000 Penalty: 5994.302734
	Iteration 21Q: 3 clusters Score -2.398739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -23987388.000000 Penalty: 5994.302734
	Iteration 22Q: 3 clusters Score -2.398739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -23987386.000000 Penalty: 5994.302734
	Iteration 23Q: 3 clusters Score -2.398739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -23987386.000000 Penalty: 5994.302734
	Iteration 24Q: 3 clusters Score -2.398739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -23987386.000000 Penalty: 5994.302734
	Iteration 25F: 3 clusters Score -2.398739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Entering Unmasked Estep 
Score: -7168819.500000 Penalty: 2695.933594
	Iteration 0F: 2 clusters Score -7168820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -7133386.000000 Penalty: 5391.867188
	Iteration 0F: 3 clusters Score -7133386 nChanged 24203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -7147119.500000 Penalty: 5391.867188
	Iteration 1F: 3 clusters Score -7147120 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -7148150.500000 Penalty: 5391.867188
	Iteration 2Q: 3 clusters Score -7148150 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7149381.000000 Penalty: 5391.867188
	Iteration 3F: 3 clusters Score -7149381 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7151140.000000 Penalty: 5391.867188
	Iteration 4F: 3 clusters Score -7151140 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -7153309.500000 Penalty: 5391.867188
	Iteration 5F: 3 clusters Score -7153310 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -7156119.000000 Penalty: 5391.867188
	Iteration 6F: 3 clusters Score -7156119 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -7158777.500000 Penalty: 5391.867188
	Iteration 7F: 3 clusters Score -7158778 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -7160900.500000 Penalty: 5391.867188
	Iteration 8Q: 3 clusters Score -7160900 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -7162318.500000 Penalty: 5391.867188
	Iteration 9Q: 3 clusters Score -7162318 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -7163131.000000 Penalty: 5391.867188
	Iteration 10Q: 3 clusters Score -7163131 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -7163702.000000 Penalty: 5391.867188
	Iteration 11Q: 3 clusters Score -7163702 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -7164081.000000 Penalty: 5391.867188
	Iteration 12Q: 3 clusters Score -7164081 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -7164458.500000 Penalty: 5391.867188
	Iteration 13Q: 3 clusters Score -7164458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -7164785.000000 Penalty: 5391.867188
	Iteration 14Q: 3 clusters Score -7164785 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -7165050.500000 Penalty: 5391.867188
	Iteration 15Q: 3 clusters Score -7165050 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -7165263.000000 Penalty: 5391.867188
	Iteration 16Q: 3 clusters Score -7165263 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -7165474.500000 Penalty: 5391.867188
	Iteration 17Q: 3 clusters Score -7165474 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -7165640.500000 Penalty: 5391.867188
	Iteration 18Q: 3 clusters Score -7165640 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -7165776.500000 Penalty: 5391.867188
	Iteration 19Q: 3 clusters Score -7165776 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -7165923.000000 Penalty: 5391.867188
	Iteration 20F: 3 clusters Score -7165923 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -7166046.000000 Penalty: 5391.867188
	Iteration 21Q: 3 clusters Score -7166046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7166148.500000 Penalty: 5391.867188
	Iteration 22Q: 3 clusters Score -7166148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -7166244.000000 Penalty: 5391.867188
	Iteration 23Q: 3 clusters Score -7166244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -7166312.000000 Penalty: 5391.867188
	Iteration 24Q: 3 clusters Score -7166312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -7166362.500000 Penalty: 5391.867188
	Iteration 25Q: 3 clusters Score -7166362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -7166402.500000 Penalty: 5391.867188
	Iteration 26Q: 3 clusters Score -7166402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -7166425.000000 Penalty: 5391.867188
	Iteration 27Q: 3 clusters Score -7166425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -7166472.500000 Penalty: 5391.867188
	Iteration 28Q: 3 clusters Score -7166472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -7166509.500000 Penalty: 5391.867188
	Iteration 29Q: 3 clusters Score -7166510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -7166537.500000 Penalty: 5391.867188
	Iteration 30Q: 3 clusters Score -7166538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -7166564.000000 Penalty: 5391.867188
	Iteration 31Q: 3 clusters Score -7166564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -7166581.000000 Penalty: 5391.867188
	Iteration 32Q: 3 clusters Score -7166581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7166607.500000 Penalty: 5391.867188
	Iteration 33Q: 3 clusters Score -7166608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -7166600.500000 Penalty: 5391.867188
	Iteration 34Q: 3 clusters Score -7166600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7166613.000000 Penalty: 5391.867188
	Iteration 35Q: 3 clusters Score -7166613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -7166610.000000 Penalty: 5391.867188
	Iteration 36Q: 3 clusters Score -7166610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -7166615.000000 Penalty: 5391.867188
	Iteration 37Q: 3 clusters Score -7166615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -7166628.000000 Penalty: 5391.867188
	Iteration 38Q: 3 clusters Score -7166628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -7166633.500000 Penalty: 5391.867188
	Iteration 39Q: 3 clusters Score -7166634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -7166635.000000 Penalty: 5391.867188
	Iteration 40F: 3 clusters Score -7166635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -7166648.500000 Penalty: 5391.867188
	Iteration 41Q: 3 clusters Score -7166648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -7166647.500000 Penalty: 5391.867188
	Iteration 42Q: 3 clusters Score -7166648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -7166645.500000 Penalty: 5391.867188
	Iteration 43Q: 3 clusters Score -7166646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -7166646.000000 Penalty: 5391.867188
	Iteration 44Q: 3 clusters Score -7166646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -7166645.500000 Penalty: 5391.867188
	Iteration 45Q: 3 clusters Score -7166646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -7166645.500000 Penalty: 5391.867188
	Iteration 46Q: 3 clusters Score -7166646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -7166647.500000 Penalty: 5391.867188
	Iteration 47Q: 3 clusters Score -7166648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -7166649.500000 Penalty: 5391.867188
	Iteration 48Q: 3 clusters Score -7166650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -7166650.000000 Penalty: 5391.867188
	Iteration 49Q: 3 clusters Score -7166650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -7166645.500000 Penalty: 5391.867188
	Iteration 50Q: 3 clusters Score -7166646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -7166644.000000 Penalty: 5391.867188
	Iteration 51Q: 3 clusters Score -7166644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7166642.000000 Penalty: 5391.867188
	Iteration 52Q: 3 clusters Score -7166642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7166642.000000 Penalty: 5391.867188
	Iteration 53F: 3 clusters Score -7166642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Entering Unmasked Estep 
Score: -3731770.500000 Penalty: 2533.004150
	Iteration 0F: 2 clusters Score -3731770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3712904.250000 Penalty: 5066.008301
	Iteration 0F: 3 clusters Score -3712904 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3719398.500000 Penalty: 5066.008301
	Iteration 1F: 3 clusters Score -3719398 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3719886.750000 Penalty: 5066.008301
	Iteration 2Q: 3 clusters Score -3719887 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3720400.500000 Penalty: 5066.008301
	Iteration 3Q: 3 clusters Score -3720400 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3720942.750000 Penalty: 5066.008301
	Iteration 4Q: 3 clusters Score -3720943 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3721608.750000 Penalty: 5066.008301
	Iteration 5F: 3 clusters Score -3721609 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3722477.000000 Penalty: 5066.008301
	Iteration 6F: 3 clusters Score -3722477 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3723571.000000 Penalty: 5066.008301
	Iteration 7F: 3 clusters Score -3723571 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3725047.250000 Penalty: 5066.008301
	Iteration 8F: 3 clusters Score -3725047 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3726618.750000 Penalty: 5066.008301
	Iteration 9F: 3 clusters Score -3726619 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3727828.250000 Penalty: 5066.008301
	Iteration 10Q: 3 clusters Score -3727828 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3728620.000000 Penalty: 5066.008301
	Iteration 11Q: 3 clusters Score -3728620 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3729086.500000 Penalty: 5066.008301
	Iteration 12Q: 3 clusters Score -3729086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3729331.250000 Penalty: 5066.008301
	Iteration 13Q: 3 clusters Score -3729331 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3729482.500000 Penalty: 5066.008301
	Iteration 14Q: 3 clusters Score -3729482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3729561.250000 Penalty: 5066.008301
	Iteration 15Q: 3 clusters Score -3729561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3729600.500000 Penalty: 5066.008301
	Iteration 16Q: 3 clusters Score -3729600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3729631.750000 Penalty: 5066.008301
	Iteration 17Q: 3 clusters Score -3729632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3729658.000000 Penalty: 5066.008301
	Iteration 18Q: 3 clusters Score -3729658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3729669.000000 Penalty: 5066.008301
	Iteration 19Q: 3 clusters Score -3729669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3729673.750000 Penalty: 5066.008301
	Iteration 20F: 3 clusters Score -3729674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3729680.000000 Penalty: 5066.008301
	Iteration 21Q: 3 clusters Score -3729680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3729683.250000 Penalty: 5066.008301
	Iteration 22Q: 3 clusters Score -3729683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3729685.250000 Penalty: 5066.008301
	Iteration 23Q: 3 clusters Score -3729685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3729683.250000 Penalty: 5066.008301
	Iteration 24Q: 3 clusters Score -3729683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3729693.500000 Penalty: 5066.008301
	Iteration 25Q: 3 clusters Score -3729694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3729693.500000 Penalty: 5066.008301
	Iteration 26F: 3 clusters Score -3729694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Entering Unmasked Estep 
Score: -8501283.000000 Penalty: 2749.581543
	Iteration 0F: 2 clusters Score -8501283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -8457528.000000 Penalty: 5499.163086
	Iteration 0F: 3 clusters Score -8457528 nChanged 30337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8474258.000000 Penalty: 5499.163086
	Iteration 1F: 3 clusters Score -8474258 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8474869.000000 Penalty: 5499.163086
	Iteration 2Q: 3 clusters Score -8474869 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -8475430.000000 Penalty: 5499.163086
	Iteration 3Q: 3 clusters Score -8475430 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -8476167.000000 Penalty: 5499.163086
	Iteration 4Q: 3 clusters Score -8476167 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -8477125.000000 Penalty: 5499.163086
	Iteration 5Q: 3 clusters Score -8477125 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -8478836.000000 Penalty: 5499.163086
	Iteration 6Q: 3 clusters Score -8478836 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8481611.000000 Penalty: 5499.163086
	Iteration 7F: 3 clusters Score -8481611 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -8485804.000000 Penalty: 5499.163086
	Iteration 8F: 3 clusters Score -8485804 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -8490614.000000 Penalty: 5499.163086
	Iteration 9F: 3 clusters Score -8490614 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -8494825.000000 Penalty: 5499.163086
	Iteration 10F: 3 clusters Score -8494825 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -8497192.000000 Penalty: 5499.163086
	Iteration 11Q: 3 clusters Score -8497192 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -8498203.000000 Penalty: 5499.163086
	Iteration 12Q: 3 clusters Score -8498203 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -8498556.000000 Penalty: 5499.163086
	Iteration 13Q: 3 clusters Score -8498556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -8498659.000000 Penalty: 5499.163086
	Iteration 14Q: 3 clusters Score -8498659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -8498720.000000 Penalty: 5499.163086
	Iteration 15Q: 3 clusters Score -8498720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -8498746.000000 Penalty: 5499.163086
	Iteration 16Q: 3 clusters Score -8498746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8498774.000000 Penalty: 5499.163086
	Iteration 17Q: 3 clusters Score -8498774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -8498791.000000 Penalty: 5499.163086
	Iteration 18Q: 3 clusters Score -8498791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -8498803.000000 Penalty: 5499.163086
	Iteration 19Q: 3 clusters Score -8498803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8498822.000000 Penalty: 5499.163086
	Iteration 20F: 3 clusters Score -8498822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8498830.000000 Penalty: 5499.163086
	Iteration 21Q: 3 clusters Score -8498830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -8498832.000000 Penalty: 5499.163086
	Iteration 22Q: 3 clusters Score -8498832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -8498836.000000 Penalty: 5499.163086
	Iteration 23Q: 3 clusters Score -8498836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -8498837.000000 Penalty: 5499.163086
	Iteration 24Q: 3 clusters Score -8498837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -8498837.000000 Penalty: 5499.163086
	Iteration 25F: 3 clusters Score -8498837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -345032.718750 Penalty: 1985.661743
	Iteration 0F: 2 clusters Score -345032.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -342117.625000 Penalty: 3971.323486
	Iteration 0F: 3 clusters Score -342117.6 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -346587.000000 Penalty: 3971.323486
	Iteration 1F: 3 clusters Score -346587 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -349526.875000 Penalty: 3971.323486
	Iteration 2F: 3 clusters Score -349526.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -350354.687500 Penalty: 3971.323486
	Iteration 3Q: 3 clusters Score -350354.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -350892.812500 Penalty: 3971.323486
	Iteration 4Q: 3 clusters Score -350892.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -351305.156250 Penalty: 3971.323486
	Iteration 5Q: 3 clusters Score -351305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -351411.500000 Penalty: 3971.323486
	Iteration 6Q: 3 clusters Score -351411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -351422.656250 Penalty: 3971.323486
	Iteration 7Q: 3 clusters Score -351422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -351428.562500 Penalty: 3971.323486
	Iteration 8Q: 3 clusters Score -351428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -351428.750000 Penalty: 3971.323486
	Iteration 9Q: 3 clusters Score -351428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -351438.062500 Penalty: 3971.323486
	Iteration 10F: 3 clusters Score -351438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -351442.531250 Penalty: 3971.323486
	Iteration 11Q: 3 clusters Score -351442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -351442.531250 Penalty: 3971.323486
	Iteration 12F: 3 clusters Score -351442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 177245 members 
Mstep: Class 5 contains 52612 members 
Mstep: Class 6 contains 27275 members 
Mstep: Class 7 contains 65318 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 241757 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 166107 members 
Mstep: Class 13 contains 148328 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 209248 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 47566 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 41709 members 
Mstep: Class 20 contains 139555 members 
Entering Unmasked Estep 
Score: -180232000.000000 Penalty: 70089.187500
Splitting cluster 8 changes total score from -180221264.000000 to -180232000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (241757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241757 members 
Entering Unmasked Estep 
Score: -32511004.000000 Penalty: 3074.130615
	Iteration 0F: 2 clusters Score -3.2511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -32370962.000000 Penalty: 6148.261230
	Iteration 0F: 3 clusters Score -3.237096e+07 nChanged 116847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 124056 members 
Entering Unmasked Estep 
Score: -32440092.000000 Penalty: 6148.261230
	Iteration 1F: 3 clusters Score -3.244009e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -32441056.000000 Penalty: 6148.261230
	Iteration 2Q: 3 clusters Score -3.244106e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -32442128.000000 Penalty: 6148.261230
	Iteration 3Q: 3 clusters Score -3.244213e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -32443618.000000 Penalty: 6148.261230
	Iteration 4Q: 3 clusters Score -3.244362e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -32446090.000000 Penalty: 6148.261230
	Iteration 5Q: 3 clusters Score -3.244609e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -32450502.000000 Penalty: 6148.261230
	Iteration 6Q: 3 clusters Score -3.24505e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 162617 members 
Entering Unmasked Estep 
Score: -32458768.000000 Penalty: 6148.261230
	Iteration 7F: 3 clusters Score -3.245877e+07 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 180316 members 
Entering Unmasked Estep 
Score: -32472412.000000 Penalty: 6148.261230
	Iteration 8F: 3 clusters Score -3.247241e+07 nChanged 20430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 200610 members 
Entering Unmasked Estep 
Score: -32488372.000000 Penalty: 6148.261230
	Iteration 9F: 3 clusters Score -3.248837e+07 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 218379 members 
Entering Unmasked Estep 
Score: -32499046.000000 Penalty: 6148.261230
	Iteration 10F: 3 clusters Score -3.249905e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 229155 members 
Entering Unmasked Estep 
Score: -32504538.000000 Penalty: 6148.261230
	Iteration 11Q: 3 clusters Score -3.250454e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 234652 members 
Entering Unmasked Estep 
Score: -32507014.000000 Penalty: 6148.261230
	Iteration 12Q: 3 clusters Score -3.250701e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 237343 members 
Entering Unmasked Estep 
Score: -32507842.000000 Penalty: 6148.261230
	Iteration 13Q: 3 clusters Score -3.250784e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 238646 members 
Entering Unmasked Estep 
Score: -32508174.000000 Penalty: 6148.261230
	Iteration 14Q: 3 clusters Score -3.250817e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 239409 members 
Entering Unmasked Estep 
Score: -32508324.000000 Penalty: 6148.261230
	Iteration 15Q: 3 clusters Score -3.250832e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 239838 members 
Entering Unmasked Estep 
Score: -32508498.000000 Penalty: 6148.261230
	Iteration 16Q: 3 clusters Score -3.25085e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 240115 members 
Entering Unmasked Estep 
Score: -32508560.000000 Penalty: 6148.261230
	Iteration 17Q: 3 clusters Score -3.250856e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 240266 members 
Entering Unmasked Estep 
Score: -32508572.000000 Penalty: 6148.261230
	Iteration 18Q: 3 clusters Score -3.250857e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 240396 members 
Entering Unmasked Estep 
Score: -32508558.000000 Penalty: 6148.261230
	Iteration 19Q: 3 clusters Score -3.250856e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 240490 members 
Entering Unmasked Estep 
Score: -32508638.000000 Penalty: 6148.261230
	Iteration 20F: 3 clusters Score -3.250864e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 240564 members 
Entering Unmasked Estep 
Score: -32508670.000000 Penalty: 6148.261230
	Iteration 21Q: 3 clusters Score -3.250867e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 240627 members 
Entering Unmasked Estep 
Score: -32508652.000000 Penalty: 6148.261230
	Iteration 22Q: 3 clusters Score -3.250865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 240668 members 
Entering Unmasked Estep 
Score: -32508638.000000 Penalty: 6148.261230
	Iteration 23Q: 3 clusters Score -3.250864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 240692 members 
Entering Unmasked Estep 
Score: -32508642.000000 Penalty: 6148.261230
	Iteration 24Q: 3 clusters Score -3.250864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 240712 members 
Entering Unmasked Estep 
Score: -32508662.000000 Penalty: 6148.261230
	Iteration 25Q: 3 clusters Score -3.250866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 240729 members 
Entering Unmasked Estep 
Score: -32508654.000000 Penalty: 6148.261230
	Iteration 26Q: 3 clusters Score -3.250865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 240755 members 
Entering Unmasked Estep 
Score: -32508632.000000 Penalty: 6148.261230
	Iteration 27Q: 3 clusters Score -3.250863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 240767 members 
Entering Unmasked Estep 
Score: -32508636.000000 Penalty: 6148.261230
	Iteration 28Q: 3 clusters Score -3.250864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 240779 members 
Entering Unmasked Estep 
Score: -32508666.000000 Penalty: 6148.261230
	Iteration 29Q: 3 clusters Score -3.250867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 240792 members 
Entering Unmasked Estep 
Score: -32508674.000000 Penalty: 6148.261230
	Iteration 30Q: 3 clusters Score -3.250867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 240798 members 
Entering Unmasked Estep 
Score: -32508674.000000 Penalty: 6148.261230
	Iteration 31Q: 3 clusters Score -3.250867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 240806 members 
Entering Unmasked Estep 
Score: -32508636.000000 Penalty: 6148.261230
	Iteration 32Q: 3 clusters Score -3.250864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 240812 members 
Entering Unmasked Estep 
Score: -32508632.000000 Penalty: 6148.261230
	Iteration 33Q: 3 clusters Score -3.250863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 240822 members 
Entering Unmasked Estep 
Score: -32508640.000000 Penalty: 6148.261230
	Iteration 34Q: 3 clusters Score -3.250864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 240829 members 
Entering Unmasked Estep 
Score: -32508622.000000 Penalty: 6148.261230
	Iteration 35Q: 3 clusters Score -3.250862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 240833 members 
Entering Unmasked Estep 
Score: -32508648.000000 Penalty: 6148.261230
	Iteration 36Q: 3 clusters Score -3.250865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 240839 members 
Entering Unmasked Estep 
Score: -32508650.000000 Penalty: 6148.261230
	Iteration 37Q: 3 clusters Score -3.250865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 240844 members 
Entering Unmasked Estep 
Score: -32508672.000000 Penalty: 6148.261230
	Iteration 38Q: 3 clusters Score -3.250867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 240851 members 
Entering Unmasked Estep 
Score: -32508684.000000 Penalty: 6148.261230
	Iteration 39Q: 3 clusters Score -3.250868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 240857 members 
Entering Unmasked Estep 
Score: -32508696.000000 Penalty: 6148.261230
	Iteration 40F: 3 clusters Score -3.25087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 240858 members 
Entering Unmasked Estep 
Score: -32508678.000000 Penalty: 6148.261230
	Iteration 41Q: 3 clusters Score -3.250868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 240859 members 
Entering Unmasked Estep 
Score: -32508662.000000 Penalty: 6148.261230
	Iteration 42Q: 3 clusters Score -3.250866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 240858 members 
Entering Unmasked Estep 
Score: -32508668.000000 Penalty: 6148.261230
	Iteration 43Q: 3 clusters Score -3.250867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 240860 members 
Entering Unmasked Estep 
Score: -32508658.000000 Penalty: 6148.261230
	Iteration 44Q: 3 clusters Score -3.250866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 240861 members 
Entering Unmasked Estep 
Score: -32508660.000000 Penalty: 6148.261230
	Iteration 45Q: 3 clusters Score -3.250866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 240864 members 
Entering Unmasked Estep 
Score: -32508656.000000 Penalty: 6148.261230
	Iteration 46Q: 3 clusters Score -3.250866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 240865 members 
Entering Unmasked Estep 
Score: -32508652.000000 Penalty: 6148.261230
	Iteration 47Q: 3 clusters Score -3.250865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 240867 members 
Entering Unmasked Estep 
Score: -32508654.000000 Penalty: 6148.261230
	Iteration 48Q: 3 clusters Score -3.250865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 240870 members 
Entering Unmasked Estep 
Score: -32508662.000000 Penalty: 6148.261230
	Iteration 49Q: 3 clusters Score -3.250866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 240875 members 
Entering Unmasked Estep 
Score: -32508650.000000 Penalty: 6148.261230
	Iteration 50Q: 3 clusters Score -3.250865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 240876 members 
Entering Unmasked Estep 
Score: -32508650.000000 Penalty: 6148.261230
	Iteration 51Q: 3 clusters Score -3.250865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 240879 members 
Entering Unmasked Estep 
Score: -32508638.000000 Penalty: 6148.261230
	Iteration 52Q: 3 clusters Score -3.250864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 240882 members 
Entering Unmasked Estep 
Score: -32508656.000000 Penalty: 6148.261230
	Iteration 53Q: 3 clusters Score -3.250866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 240886 members 
Entering Unmasked Estep 
Score: -32508672.000000 Penalty: 6148.261230
	Iteration 54Q: 3 clusters Score -3.250867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 240891 members 
Entering Unmasked Estep 
Score: -32508680.000000 Penalty: 6148.261230
	Iteration 55Q: 3 clusters Score -3.250868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 240896 members 
Entering Unmasked Estep 
Score: -32508670.000000 Penalty: 6148.261230
	Iteration 56Q: 3 clusters Score -3.250867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 240899 members 
Entering Unmasked Estep 
Score: -32508682.000000 Penalty: 6148.261230
	Iteration 57Q: 3 clusters Score -3.250868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 240902 members 
Entering Unmasked Estep 
Score: -32508684.000000 Penalty: 6148.261230
	Iteration 58Q: 3 clusters Score -3.250868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 240908 members 
Entering Unmasked Estep 
Score: -32508684.000000 Penalty: 6148.261230
	Iteration 59Q: 3 clusters Score -3.250868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 240910 members 
Entering Unmasked Estep 
Score: -32508670.000000 Penalty: 6148.261230
	Iteration 60F: 3 clusters Score -3.250867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 240914 members 
Entering Unmasked Estep 
Score: -32508682.000000 Penalty: 6148.261230
	Iteration 61Q: 3 clusters Score -3.250868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 240916 members 
Entering Unmasked Estep 
Score: -32508676.000000 Penalty: 6148.261230
	Iteration 62Q: 3 clusters Score -3.250868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 240917 members 
Entering Unmasked Estep 
Score: -32508674.000000 Penalty: 6148.261230
	Iteration 63Q: 3 clusters Score -3.250867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 240918 members 
Entering Unmasked Estep 
Score: -32508668.000000 Penalty: 6148.261230
	Iteration 64Q: 3 clusters Score -3.250867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 240918 members 
Entering Unmasked Estep 
Score: -32508668.000000 Penalty: 6148.261230
	Iteration 65F: 3 clusters Score -3.250867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -685030.562500 Penalty: 2107.708496
	Iteration 0F: 2 clusters Score -685030.6 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 2425 members 
Entering Unmasked Estep 
Score: -680571.250000 Penalty: 4215.416992
	Iteration 0F: 3 clusters Score -680571.2 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -681626.187500 Penalty: 4215.416992
	Iteration 1F: 3 clusters Score -681626.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -681828.437500 Penalty: 4215.416992
	Iteration 2F: 3 clusters Score -681828.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -681945.250000 Penalty: 4215.416992
	Iteration 3Q: 3 clusters Score -681945.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -682009.812500 Penalty: 4215.416992
	Iteration 4Q: 3 clusters Score -682009.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -682069.375000 Penalty: 4215.416992
	Iteration 5Q: 3 clusters Score -682069.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -682105.375000 Penalty: 4215.416992
	Iteration 6Q: 3 clusters Score -682105.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -682132.625000 Penalty: 4215.416992
	Iteration 7Q: 3 clusters Score -682132.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -682152.562500 Penalty: 4215.416992
	Iteration 8Q: 3 clusters Score -682152.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -682175.250000 Penalty: 4215.416992
	Iteration 9Q: 3 clusters Score -682175.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -682189.437500 Penalty: 4215.416992
	Iteration 10Q: 3 clusters Score -682189.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -682201.250000 Penalty: 4215.416992
	Iteration 11Q: 3 clusters Score -682201.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -682212.500000 Penalty: 4215.416992
	Iteration 12Q: 3 clusters Score -682212.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -682222.812500 Penalty: 4215.416992
	Iteration 13Q: 3 clusters Score -682222.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -682236.687500 Penalty: 4215.416992
	Iteration 14Q: 3 clusters Score -682236.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -682246.812500 Penalty: 4215.416992
	Iteration 15Q: 3 clusters Score -682246.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -682255.937500 Penalty: 4215.416992
	Iteration 16Q: 3 clusters Score -682255.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -682263.125000 Penalty: 4215.416992
	Iteration 17Q: 3 clusters Score -682263.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -682273.750000 Penalty: 4215.416992
	Iteration 18Q: 3 clusters Score -682273.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -682283.937500 Penalty: 4215.416992
	Iteration 19Q: 3 clusters Score -682283.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -682292.312500 Penalty: 4215.416992
	Iteration 20F: 3 clusters Score -682292.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -682302.687500 Penalty: 4215.416992
	Iteration 21Q: 3 clusters Score -682302.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -682316.375000 Penalty: 4215.416992
	Iteration 22Q: 3 clusters Score -682316.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -682328.437500 Penalty: 4215.416992
	Iteration 23Q: 3 clusters Score -682328.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -682338.937500 Penalty: 4215.416992
	Iteration 24Q: 3 clusters Score -682338.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -682355.875000 Penalty: 4215.416992
	Iteration 25Q: 3 clusters Score -682355.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -682368.625000 Penalty: 4215.416992
	Iteration 26Q: 3 clusters Score -682368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -682380.625000 Penalty: 4215.416992
	Iteration 27Q: 3 clusters Score -682380.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -682393.312500 Penalty: 4215.416992
	Iteration 28Q: 3 clusters Score -682393.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -682402.250000 Penalty: 4215.416992
	Iteration 29Q: 3 clusters Score -682402.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -682412.187500 Penalty: 4215.416992
	Iteration 30Q: 3 clusters Score -682412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -682421.250000 Penalty: 4215.416992
	Iteration 31Q: 3 clusters Score -682421.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -682428.062500 Penalty: 4215.416992
	Iteration 32Q: 3 clusters Score -682428.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -682431.750000 Penalty: 4215.416992
	Iteration 33Q: 3 clusters Score -682431.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -682441.937500 Penalty: 4215.416992
	Iteration 34Q: 3 clusters Score -682441.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -682452.187500 Penalty: 4215.416992
	Iteration 35Q: 3 clusters Score -682452.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -682463.375000 Penalty: 4215.416992
	Iteration 36Q: 3 clusters Score -682463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -682472.812500 Penalty: 4215.416992
	Iteration 37Q: 3 clusters Score -682472.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -682485.000000 Penalty: 4215.416992
	Iteration 38Q: 3 clusters Score -682485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -682496.750000 Penalty: 4215.416992
	Iteration 39Q: 3 clusters Score -682496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -682505.812500 Penalty: 4215.416992
	Iteration 40F: 3 clusters Score -682505.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -682516.375000 Penalty: 4215.416992
	Iteration 41Q: 3 clusters Score -682516.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -682530.437500 Penalty: 4215.416992
	Iteration 42Q: 3 clusters Score -682530.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -682552.062500 Penalty: 4215.416992
	Iteration 43Q: 3 clusters Score -682552.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -682570.500000 Penalty: 4215.416992
	Iteration 44Q: 3 clusters Score -682570.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -682591.062500 Penalty: 4215.416992
	Iteration 45Q: 3 clusters Score -682591.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -682618.750000 Penalty: 4215.416992
	Iteration 46Q: 3 clusters Score -682618.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -682646.812500 Penalty: 4215.416992
	Iteration 47Q: 3 clusters Score -682646.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -682671.062500 Penalty: 4215.416992
	Iteration 48Q: 3 clusters Score -682671.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -682697.750000 Penalty: 4215.416992
	Iteration 49Q: 3 clusters Score -682697.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -682722.437500 Penalty: 4215.416992
	Iteration 50Q: 3 clusters Score -682722.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -682749.687500 Penalty: 4215.416992
	Iteration 51Q: 3 clusters Score -682749.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -682777.562500 Penalty: 4215.416992
	Iteration 52Q: 3 clusters Score -682777.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -682807.500000 Penalty: 4215.416992
	Iteration 53Q: 3 clusters Score -682807.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -682836.000000 Penalty: 4215.416992
	Iteration 54Q: 3 clusters Score -682836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -682870.625000 Penalty: 4215.416992
	Iteration 55Q: 3 clusters Score -682870.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -682904.500000 Penalty: 4215.416992
	Iteration 56Q: 3 clusters Score -682904.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -682931.500000 Penalty: 4215.416992
	Iteration 57Q: 3 clusters Score -682931.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -682951.687500 Penalty: 4215.416992
	Iteration 58Q: 3 clusters Score -682951.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -682969.562500 Penalty: 4215.416992
	Iteration 59Q: 3 clusters Score -682969.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -682984.875000 Penalty: 4215.416992
	Iteration 60F: 3 clusters Score -682984.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -683002.375000 Penalty: 4215.416992
	Iteration 61Q: 3 clusters Score -683002.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -683023.375000 Penalty: 4215.416992
	Iteration 62Q: 3 clusters Score -683023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -683035.625000 Penalty: 4215.416992
	Iteration 63Q: 3 clusters Score -683035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -683043.125000 Penalty: 4215.416992
	Iteration 64Q: 3 clusters Score -683043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -683046.625000 Penalty: 4215.416992
	Iteration 65Q: 3 clusters Score -683046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -683049.125000 Penalty: 4215.416992
	Iteration 66Q: 3 clusters Score -683049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -683050.625000 Penalty: 4215.416992
	Iteration 67Q: 3 clusters Score -683050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -683050.625000 Penalty: 4215.416992
	Iteration 68F: 3 clusters Score -683050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -570735.687500 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -570735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -566554.000000 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -566554 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -567497.812500 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -567497.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -567705.125000 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -567705.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -567852.937500 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -567852.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -567985.187500 Penalty: 4169.395020
	Iteration 4Q: 3 clusters Score -567985.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -568121.937500 Penalty: 4169.395020
	Iteration 5Q: 3 clusters Score -568121.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -568254.562500 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -568254.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -568369.562500 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -568369.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -568479.437500 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -568479.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -568599.750000 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -568599.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -568716.625000 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -568716.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -568810.750000 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -568810.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -568904.500000 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -568904.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -568963.750000 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -568963.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -569014.625000 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -569014.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -569061.187500 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -569061.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -569095.562500 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -569095.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -569119.375000 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -569119.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -569134.562500 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -569134.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -569147.750000 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -569147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -569160.000000 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -569160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -569174.250000 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -569174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -569183.750000 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -569183.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -569195.062500 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -569195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -569205.937500 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -569205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -569211.062500 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -569211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -569215.937500 Penalty: 4169.395020
	Iteration 26Q: 3 clusters Score -569215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -569220.187500 Penalty: 4169.395020
	Iteration 27Q: 3 clusters Score -569220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -569221.562500 Penalty: 4169.395020
	Iteration 28Q: 3 clusters Score -569221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -569225.250000 Penalty: 4169.395020
	Iteration 29Q: 3 clusters Score -569225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -569230.500000 Penalty: 4169.395020
	Iteration 30Q: 3 clusters Score -569230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -569233.375000 Penalty: 4169.395020
	Iteration 31Q: 3 clusters Score -569233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -569236.812500 Penalty: 4169.395020
	Iteration 32Q: 3 clusters Score -569236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -569238.187500 Penalty: 4169.395020
	Iteration 33Q: 3 clusters Score -569238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -569241.187500 Penalty: 4169.395020
	Iteration 34Q: 3 clusters Score -569241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -569244.375000 Penalty: 4169.395020
	Iteration 35Q: 3 clusters Score -569244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -569248.125000 Penalty: 4169.395020
	Iteration 36Q: 3 clusters Score -569248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -569252.187500 Penalty: 4169.395020
	Iteration 37Q: 3 clusters Score -569252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -569259.000000 Penalty: 4169.395020
	Iteration 38Q: 3 clusters Score -569259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -569263.812500 Penalty: 4169.395020
	Iteration 39Q: 3 clusters Score -569263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -569265.500000 Penalty: 4169.395020
	Iteration 40F: 3 clusters Score -569265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -569267.000000 Penalty: 4169.395020
	Iteration 41Q: 3 clusters Score -569267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -569269.375000 Penalty: 4169.395020
	Iteration 42Q: 3 clusters Score -569269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -569269.687500 Penalty: 4169.395020
	Iteration 43Q: 3 clusters Score -569269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -569270.812500 Penalty: 4169.395020
	Iteration 44Q: 3 clusters Score -569270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -569272.187500 Penalty: 4169.395020
	Iteration 45Q: 3 clusters Score -569272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -569271.937500 Penalty: 4169.395020
	Iteration 46Q: 3 clusters Score -569271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -569271.937500 Penalty: 4169.395020
	Iteration 47F: 3 clusters Score -569271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Entering Unmasked Estep 
Score: -22197870.000000 Penalty: 2981.056152
	Iteration 0F: 2 clusters Score -2.219787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -22088398.000000 Penalty: 5962.112305
	Iteration 0F: 3 clusters Score -2.20884e+07 nChanged 79578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -22134898.000000 Penalty: 5962.112305
	Iteration 1F: 3 clusters Score -2.21349e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -22136306.000000 Penalty: 5962.112305
	Iteration 2Q: 3 clusters Score -2.213631e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -22138264.000000 Penalty: 5962.112305
	Iteration 3Q: 3 clusters Score -2.213826e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -22141180.000000 Penalty: 5962.112305
	Iteration 4Q: 3 clusters Score -2.214118e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -22145380.000000 Penalty: 5962.112305
	Iteration 5Q: 3 clusters Score -2.214538e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -22150968.000000 Penalty: 5962.112305
	Iteration 6F: 3 clusters Score -2.215097e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -22156952.000000 Penalty: 5962.112305
	Iteration 7F: 3 clusters Score -2.215695e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -22162984.000000 Penalty: 5962.112305
	Iteration 8F: 3 clusters Score -2.216298e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -22168896.000000 Penalty: 5962.112305
	Iteration 9F: 3 clusters Score -2.21689e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -22173882.000000 Penalty: 5962.112305
	Iteration 10F: 3 clusters Score -2.217388e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -22177326.000000 Penalty: 5962.112305
	Iteration 11Q: 3 clusters Score -2.217733e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -22179266.000000 Penalty: 5962.112305
	Iteration 12Q: 3 clusters Score -2.217927e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -22180430.000000 Penalty: 5962.112305
	Iteration 13Q: 3 clusters Score -2.218043e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -22181338.000000 Penalty: 5962.112305
	Iteration 14Q: 3 clusters Score -2.218134e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -22182044.000000 Penalty: 5962.112305
	Iteration 15Q: 3 clusters Score -2.218204e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -22182886.000000 Penalty: 5962.112305
	Iteration 16Q: 3 clusters Score -2.218289e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 109109 members 
Entering Unmasked Estep 
Score: -22183562.000000 Penalty: 5962.112305
	Iteration 17Q: 3 clusters Score -2.218356e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -22184280.000000 Penalty: 5962.112305
	Iteration 18Q: 3 clusters Score -2.218428e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -22185004.000000 Penalty: 5962.112305
	Iteration 19Q: 3 clusters Score -2.2185e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -22185848.000000 Penalty: 5962.112305
	Iteration 20F: 3 clusters Score -2.218585e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -22186498.000000 Penalty: 5962.112305
	Iteration 21Q: 3 clusters Score -2.21865e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -22186994.000000 Penalty: 5962.112305
	Iteration 22Q: 3 clusters Score -2.218699e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -22187618.000000 Penalty: 5962.112305
	Iteration 23Q: 3 clusters Score -2.218762e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -22188244.000000 Penalty: 5962.112305
	Iteration 24Q: 3 clusters Score -2.218824e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -22188860.000000 Penalty: 5962.112305
	Iteration 25Q: 3 clusters Score -2.218886e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -22189466.000000 Penalty: 5962.112305
	Iteration 26Q: 3 clusters Score -2.218947e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -22190090.000000 Penalty: 5962.112305
	Iteration 27Q: 3 clusters Score -2.219009e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -22190520.000000 Penalty: 5962.112305
	Iteration 28Q: 3 clusters Score -2.219052e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 135181 members 
Entering Unmasked Estep 
Score: -22191088.000000 Penalty: 5962.112305
	Iteration 29Q: 3 clusters Score -2.219109e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -22191448.000000 Penalty: 5962.112305
	Iteration 30Q: 3 clusters Score -2.219145e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -22191978.000000 Penalty: 5962.112305
	Iteration 31Q: 3 clusters Score -2.219198e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -22192518.000000 Penalty: 5962.112305
	Iteration 32Q: 3 clusters Score -2.219252e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -22192938.000000 Penalty: 5962.112305
	Iteration 33Q: 3 clusters Score -2.219294e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -22193604.000000 Penalty: 5962.112305
	Iteration 34Q: 3 clusters Score -2.21936e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -22194088.000000 Penalty: 5962.112305
	Iteration 35Q: 3 clusters Score -2.219409e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 147614 members 
Entering Unmasked Estep 
Score: -22194452.000000 Penalty: 5962.112305
	Iteration 36Q: 3 clusters Score -2.219445e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -22194838.000000 Penalty: 5962.112305
	Iteration 37Q: 3 clusters Score -2.219484e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -22195252.000000 Penalty: 5962.112305
	Iteration 38Q: 3 clusters Score -2.219525e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -22195726.000000 Penalty: 5962.112305
	Iteration 39Q: 3 clusters Score -2.219573e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -22195984.000000 Penalty: 5962.112305
	Iteration 40F: 3 clusters Score -2.219598e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -22196412.000000 Penalty: 5962.112305
	Iteration 41Q: 3 clusters Score -2.219641e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 155615 members 
Entering Unmasked Estep 
Score: -22196634.000000 Penalty: 5962.112305
	Iteration 42Q: 3 clusters Score -2.219663e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -22196758.000000 Penalty: 5962.112305
	Iteration 43Q: 3 clusters Score -2.219676e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -22196978.000000 Penalty: 5962.112305
	Iteration 44Q: 3 clusters Score -2.219698e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -22197106.000000 Penalty: 5962.112305
	Iteration 45Q: 3 clusters Score -2.219711e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -22197222.000000 Penalty: 5962.112305
	Iteration 46Q: 3 clusters Score -2.219722e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -22197340.000000 Penalty: 5962.112305
	Iteration 47Q: 3 clusters Score -2.219734e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -22197456.000000 Penalty: 5962.112305
	Iteration 48Q: 3 clusters Score -2.219746e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -22197460.000000 Penalty: 5962.112305
	Iteration 49Q: 3 clusters Score -2.219746e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 160608 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 5962.112305
	Iteration 50Q: 3 clusters Score -2.219758e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -22197578.000000 Penalty: 5962.112305
	Iteration 51Q: 3 clusters Score -2.219758e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -22197598.000000 Penalty: 5962.112305
	Iteration 52Q: 3 clusters Score -2.21976e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -22197628.000000 Penalty: 5962.112305
	Iteration 53Q: 3 clusters Score -2.219763e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -22197638.000000 Penalty: 5962.112305
	Iteration 54Q: 3 clusters Score -2.219764e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -22197610.000000 Penalty: 5962.112305
	Iteration 55Q: 3 clusters Score -2.219761e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -22197610.000000 Penalty: 5962.112305
	Iteration 56Q: 3 clusters Score -2.219761e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -22197646.000000 Penalty: 5962.112305
	Iteration 57Q: 3 clusters Score -2.219765e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 162017 members 
Entering Unmasked Estep 
Score: -22197628.000000 Penalty: 5962.112305
	Iteration 58Q: 3 clusters Score -2.219763e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -22197630.000000 Penalty: 5962.112305
	Iteration 59Q: 3 clusters Score -2.219763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -22197616.000000 Penalty: 5962.112305
	Iteration 60F: 3 clusters Score -2.219762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -22197594.000000 Penalty: 5962.112305
	Iteration 61Q: 3 clusters Score -2.219759e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 162297 members 
Entering Unmasked Estep 
Score: -22197558.000000 Penalty: 5962.112305
	Iteration 62Q: 3 clusters Score -2.219756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 162336 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 5962.112305
	Iteration 63Q: 3 clusters Score -2.219758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -22197610.000000 Penalty: 5962.112305
	Iteration 64Q: 3 clusters Score -2.219761e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 162382 members 
Entering Unmasked Estep 
Score: -22197638.000000 Penalty: 5962.112305
	Iteration 65Q: 3 clusters Score -2.219764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -22197622.000000 Penalty: 5962.112305
	Iteration 66Q: 3 clusters Score -2.219762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 162414 members 
Entering Unmasked Estep 
Score: -22197584.000000 Penalty: 5962.112305
	Iteration 67Q: 3 clusters Score -2.219758e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -22197586.000000 Penalty: 5962.112305
	Iteration 68Q: 3 clusters Score -2.219759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
Score: -22197630.000000 Penalty: 5962.112305
	Iteration 69Q: 3 clusters Score -2.219763e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -22197606.000000 Penalty: 5962.112305
	Iteration 70Q: 3 clusters Score -2.219761e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 162496 members 
Entering Unmasked Estep 
Score: -22197636.000000 Penalty: 5962.112305
	Iteration 71Q: 3 clusters Score -2.219764e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -22197648.000000 Penalty: 5962.112305
	Iteration 72Q: 3 clusters Score -2.219765e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 162543 members 
Entering Unmasked Estep 
Score: -22197682.000000 Penalty: 5962.112305
	Iteration 73Q: 3 clusters Score -2.219768e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -22197696.000000 Penalty: 5962.112305
	Iteration 74Q: 3 clusters Score -2.21977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -22197718.000000 Penalty: 5962.112305
	Iteration 75Q: 3 clusters Score -2.219772e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -22197714.000000 Penalty: 5962.112305
	Iteration 76Q: 3 clusters Score -2.219771e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -22197732.000000 Penalty: 5962.112305
	Iteration 77Q: 3 clusters Score -2.219773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -22197730.000000 Penalty: 5962.112305
	Iteration 78Q: 3 clusters Score -2.219773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -22197752.000000 Penalty: 5962.112305
	Iteration 79Q: 3 clusters Score -2.219775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -22197810.000000 Penalty: 5962.112305
	Iteration 80F: 3 clusters Score -2.219781e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -22197970.000000 Penalty: 5962.112305
	Iteration 81Q: 3 clusters Score -2.219797e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -22198080.000000 Penalty: 5962.112305
	Iteration 82Q: 3 clusters Score -2.219808e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -22198174.000000 Penalty: 5962.112305
	Iteration 83Q: 3 clusters Score -2.219817e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 162876 members 
Entering Unmasked Estep 
Score: -22198242.000000 Penalty: 5962.112305
	Iteration 84Q: 3 clusters Score -2.219824e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 162924 members 
Entering Unmasked Estep 
Score: -22198294.000000 Penalty: 5962.112305
	Iteration 85Q: 3 clusters Score -2.219829e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -22198286.000000 Penalty: 5962.112305
	Iteration 86Q: 3 clusters Score -2.219829e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -22198302.000000 Penalty: 5962.112305
	Iteration 87Q: 3 clusters Score -2.21983e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -22198296.000000 Penalty: 5962.112305
	Iteration 88Q: 3 clusters Score -2.21983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -22198318.000000 Penalty: 5962.112305
	Iteration 89Q: 3 clusters Score -2.219832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -22198320.000000 Penalty: 5962.112305
	Iteration 90Q: 3 clusters Score -2.219832e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -22198328.000000 Penalty: 5962.112305
	Iteration 91Q: 3 clusters Score -2.219833e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -22198340.000000 Penalty: 5962.112305
	Iteration 92Q: 3 clusters Score -2.219834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -22198344.000000 Penalty: 5962.112305
	Iteration 93Q: 3 clusters Score -2.219834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -22198374.000000 Penalty: 5962.112305
	Iteration 94Q: 3 clusters Score -2.219837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -22198338.000000 Penalty: 5962.112305
	Iteration 95Q: 3 clusters Score -2.219834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -22198320.000000 Penalty: 5962.112305
	Iteration 96Q: 3 clusters Score -2.219832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -22198316.000000 Penalty: 5962.112305
	Iteration 97Q: 3 clusters Score -2.219832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 163584 members 
Entering Unmasked Estep 
Score: -22198332.000000 Penalty: 5962.112305
	Iteration 98Q: 3 clusters Score -2.219833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -22198336.000000 Penalty: 5962.112305
	Iteration 99Q: 3 clusters Score -2.219834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -22198406.000000 Penalty: 5962.112305
	Iteration 100F: 3 clusters Score -2.219841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -22198434.000000 Penalty: 5962.112305
	Iteration 101Q: 3 clusters Score -2.219843e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -22198432.000000 Penalty: 5962.112305
	Iteration 102Q: 3 clusters Score -2.219843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -22198430.000000 Penalty: 5962.112305
	Iteration 103Q: 3 clusters Score -2.219843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -22198458.000000 Penalty: 5962.112305
	Iteration 104Q: 3 clusters Score -2.219846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -22198474.000000 Penalty: 5962.112305
	Iteration 105Q: 3 clusters Score -2.219847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -22198486.000000 Penalty: 5962.112305
	Iteration 106Q: 3 clusters Score -2.219849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -22198474.000000 Penalty: 5962.112305
	Iteration 107Q: 3 clusters Score -2.219847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -22198468.000000 Penalty: 5962.112305
	Iteration 108Q: 3 clusters Score -2.219847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -22198480.000000 Penalty: 5962.112305
	Iteration 109Q: 3 clusters Score -2.219848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -22198488.000000 Penalty: 5962.112305
	Iteration 110Q: 3 clusters Score -2.219849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -22198486.000000 Penalty: 5962.112305
	Iteration 111Q: 3 clusters Score -2.219849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -22198520.000000 Penalty: 5962.112305
	Iteration 112Q: 3 clusters Score -2.219852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 163723 members 
Entering Unmasked Estep 
Score: -22198512.000000 Penalty: 5962.112305
	Iteration 113Q: 3 clusters Score -2.219851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -22198516.000000 Penalty: 5962.112305
	Iteration 114Q: 3 clusters Score -2.219852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 163732 members 
Entering Unmasked Estep 
Score: -22198510.000000 Penalty: 5962.112305
	Iteration 115Q: 3 clusters Score -2.219851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -22198514.000000 Penalty: 5962.112305
	Iteration 116Q: 3 clusters Score -2.219851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -22198530.000000 Penalty: 5962.112305
	Iteration 117Q: 3 clusters Score -2.219853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -22198510.000000 Penalty: 5962.112305
	Iteration 118Q: 3 clusters Score -2.219851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -22198526.000000 Penalty: 5962.112305
	Iteration 119Q: 3 clusters Score -2.219853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -22198538.000000 Penalty: 5962.112305
	Iteration 120F: 3 clusters Score -2.219854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -22198532.000000 Penalty: 5962.112305
	Iteration 121Q: 3 clusters Score -2.219853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -22198534.000000 Penalty: 5962.112305
	Iteration 122Q: 3 clusters Score -2.219853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -22198530.000000 Penalty: 5962.112305
	Iteration 123Q: 3 clusters Score -2.219853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -22198538.000000 Penalty: 5962.112305
	Iteration 124Q: 3 clusters Score -2.219854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -22198522.000000 Penalty: 5962.112305
	Iteration 125Q: 3 clusters Score -2.219852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -22198524.000000 Penalty: 5962.112305
	Iteration 126Q: 3 clusters Score -2.219852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -22198516.000000 Penalty: 5962.112305
	Iteration 127Q: 3 clusters Score -2.219852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -22198526.000000 Penalty: 5962.112305
	Iteration 128Q: 3 clusters Score -2.219853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -22198508.000000 Penalty: 5962.112305
	Iteration 129Q: 3 clusters Score -2.219851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -22198512.000000 Penalty: 5962.112305
	Iteration 130Q: 3 clusters Score -2.219851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -22198510.000000 Penalty: 5962.112305
	Iteration 131Q: 3 clusters Score -2.219851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 163806 members 
Entering Unmasked Estep 
Score: -22198510.000000 Penalty: 5962.112305
	Iteration 132Q: 3 clusters Score -2.219851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22198500.000000 Penalty: 5962.112305
	Iteration 133Q: 3 clusters Score -2.21985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22198514.000000 Penalty: 5962.112305
	Iteration 134Q: 3 clusters Score -2.219851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 163808 members 
Entering Unmasked Estep 
Score: -22198506.000000 Penalty: 5962.112305
	Iteration 135Q: 3 clusters Score -2.219851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 163808 members 
Entering Unmasked Estep 
Score: -22198506.000000 Penalty: 5962.112305
	Iteration 136F: 3 clusters Score -2.219851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 177245 members 
Mstep: Class 5 contains 52612 members 
Mstep: Class 6 contains 27275 members 
Mstep: Class 7 contains 65318 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 241757 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 148328 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 209248 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 47566 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 41709 members 
Mstep: Class 20 contains 139555 members 
Mstep: Class 21 contains 163808 members 
Entering Unmasked Estep 
Score: -180232576.000000 Penalty: 73593.648438
Splitting cluster 12 changes total score from -180221264.000000 to -180232576.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (148328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Entering Unmasked Estep 
Score: -19981174.000000 Penalty: 2952.980957
	Iteration 0F: 2 clusters Score -1.998117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -19882782.000000 Penalty: 5905.961914
	Iteration 0F: 3 clusters Score -1.988278e+07 nChanged 70902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -19923548.000000 Penalty: 5905.961914
	Iteration 1F: 3 clusters Score -1.992355e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -19924442.000000 Penalty: 5905.961914
	Iteration 2Q: 3 clusters Score -1.992444e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -19925514.000000 Penalty: 5905.961914
	Iteration 3Q: 3 clusters Score -1.992551e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -19926944.000000 Penalty: 5905.961914
	Iteration 4Q: 3 clusters Score -1.992694e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -19929252.000000 Penalty: 5905.961914
	Iteration 5Q: 3 clusters Score -1.992925e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -19933010.000000 Penalty: 5905.961914
	Iteration 6Q: 3 clusters Score -1.993301e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -19938970.000000 Penalty: 5905.961914
	Iteration 7F: 3 clusters Score -1.993897e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -19947412.000000 Penalty: 5905.961914
	Iteration 8F: 3 clusters Score -1.994741e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -19957536.000000 Penalty: 5905.961914
	Iteration 9F: 3 clusters Score -1.995754e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 107910 members 
Entering Unmasked Estep 
Score: -19964502.000000 Penalty: 5905.961914
	Iteration 10F: 3 clusters Score -1.99645e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -19967364.000000 Penalty: 5905.961914
	Iteration 11Q: 3 clusters Score -1.996736e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -19968760.000000 Penalty: 5905.961914
	Iteration 12Q: 3 clusters Score -1.996876e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -19969560.000000 Penalty: 5905.961914
	Iteration 13Q: 3 clusters Score -1.996956e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -19970298.000000 Penalty: 5905.961914
	Iteration 14Q: 3 clusters Score -1.99703e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -19970966.000000 Penalty: 5905.961914
	Iteration 15Q: 3 clusters Score -1.997097e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -19971634.000000 Penalty: 5905.961914
	Iteration 16Q: 3 clusters Score -1.997163e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -19972274.000000 Penalty: 5905.961914
	Iteration 17Q: 3 clusters Score -1.997227e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -19972754.000000 Penalty: 5905.961914
	Iteration 18Q: 3 clusters Score -1.997275e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -19973326.000000 Penalty: 5905.961914
	Iteration 19Q: 3 clusters Score -1.997333e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -19973778.000000 Penalty: 5905.961914
	Iteration 20F: 3 clusters Score -1.997378e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -19974080.000000 Penalty: 5905.961914
	Iteration 21Q: 3 clusters Score -1.997408e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -19974390.000000 Penalty: 5905.961914
	Iteration 22Q: 3 clusters Score -1.997439e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 128152 members 
Entering Unmasked Estep 
Score: -19974798.000000 Penalty: 5905.961914
	Iteration 23Q: 3 clusters Score -1.99748e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -19975084.000000 Penalty: 5905.961914
	Iteration 24Q: 3 clusters Score -1.997508e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 130306 members 
Entering Unmasked Estep 
Score: -19975422.000000 Penalty: 5905.961914
	Iteration 25Q: 3 clusters Score -1.997542e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 131274 members 
Entering Unmasked Estep 
Score: -19975570.000000 Penalty: 5905.961914
	Iteration 26Q: 3 clusters Score -1.997557e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 132253 members 
Entering Unmasked Estep 
Score: -19975838.000000 Penalty: 5905.961914
	Iteration 27Q: 3 clusters Score -1.997584e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -19976014.000000 Penalty: 5905.961914
	Iteration 28Q: 3 clusters Score -1.997601e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -19976192.000000 Penalty: 5905.961914
	Iteration 29Q: 3 clusters Score -1.997619e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -19976430.000000 Penalty: 5905.961914
	Iteration 30Q: 3 clusters Score -1.997643e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -19976596.000000 Penalty: 5905.961914
	Iteration 31Q: 3 clusters Score -1.99766e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -19976796.000000 Penalty: 5905.961914
	Iteration 32Q: 3 clusters Score -1.99768e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 137144 members 
Entering Unmasked Estep 
Score: -19977088.000000 Penalty: 5905.961914
	Iteration 33Q: 3 clusters Score -1.997709e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 137829 members 
Entering Unmasked Estep 
Score: -19977366.000000 Penalty: 5905.961914
	Iteration 34Q: 3 clusters Score -1.997737e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -19977470.000000 Penalty: 5905.961914
	Iteration 35Q: 3 clusters Score -1.997747e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 139061 members 
Entering Unmasked Estep 
Score: -19977614.000000 Penalty: 5905.961914
	Iteration 36Q: 3 clusters Score -1.997761e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -19977788.000000 Penalty: 5905.961914
	Iteration 37Q: 3 clusters Score -1.997779e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -19977856.000000 Penalty: 5905.961914
	Iteration 38Q: 3 clusters Score -1.997786e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 140548 members 
Entering Unmasked Estep 
Score: -19977914.000000 Penalty: 5905.961914
	Iteration 39Q: 3 clusters Score -1.997791e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -19978008.000000 Penalty: 5905.961914
	Iteration 40F: 3 clusters Score -1.997801e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 141296 members 
Entering Unmasked Estep 
Score: -19978134.000000 Penalty: 5905.961914
	Iteration 41Q: 3 clusters Score -1.997813e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 141625 members 
Entering Unmasked Estep 
Score: -19978150.000000 Penalty: 5905.961914
	Iteration 42Q: 3 clusters Score -1.997815e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -19978228.000000 Penalty: 5905.961914
	Iteration 43Q: 3 clusters Score -1.997823e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -19978284.000000 Penalty: 5905.961914
	Iteration 44Q: 3 clusters Score -1.997828e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 142444 members 
Entering Unmasked Estep 
Score: -19978294.000000 Penalty: 5905.961914
	Iteration 45Q: 3 clusters Score -1.997829e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -19978340.000000 Penalty: 5905.961914
	Iteration 46Q: 3 clusters Score -1.997834e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -19978404.000000 Penalty: 5905.961914
	Iteration 47Q: 3 clusters Score -1.99784e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -19978480.000000 Penalty: 5905.961914
	Iteration 48Q: 3 clusters Score -1.997848e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -19978608.000000 Penalty: 5905.961914
	Iteration 49Q: 3 clusters Score -1.997861e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -19978634.000000 Penalty: 5905.961914
	Iteration 50Q: 3 clusters Score -1.997863e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 143555 members 
Entering Unmasked Estep 
Score: -19978640.000000 Penalty: 5905.961914
	Iteration 51Q: 3 clusters Score -1.997864e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -19978680.000000 Penalty: 5905.961914
	Iteration 52Q: 3 clusters Score -1.997868e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -19978712.000000 Penalty: 5905.961914
	Iteration 53Q: 3 clusters Score -1.997871e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -19978746.000000 Penalty: 5905.961914
	Iteration 54Q: 3 clusters Score -1.997875e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 144006 members 
Entering Unmasked Estep 
Score: -19978736.000000 Penalty: 5905.961914
	Iteration 55Q: 3 clusters Score -1.997874e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 144092 members 
Entering Unmasked Estep 
Score: -19978752.000000 Penalty: 5905.961914
	Iteration 56Q: 3 clusters Score -1.997875e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -19978778.000000 Penalty: 5905.961914
	Iteration 57Q: 3 clusters Score -1.997878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -19978790.000000 Penalty: 5905.961914
	Iteration 58Q: 3 clusters Score -1.997879e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -19978808.000000 Penalty: 5905.961914
	Iteration 59Q: 3 clusters Score -1.997881e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -19978804.000000 Penalty: 5905.961914
	Iteration 60F: 3 clusters Score -1.99788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 144421 members 
Entering Unmasked Estep 
Score: -19978782.000000 Penalty: 5905.961914
	Iteration 61Q: 3 clusters Score -1.997878e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 144475 members 
Entering Unmasked Estep 
Score: -19978800.000000 Penalty: 5905.961914
	Iteration 62Q: 3 clusters Score -1.99788e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -19978836.000000 Penalty: 5905.961914
	Iteration 63Q: 3 clusters Score -1.997884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -19978816.000000 Penalty: 5905.961914
	Iteration 64Q: 3 clusters Score -1.997882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -19978812.000000 Penalty: 5905.961914
	Iteration 65Q: 3 clusters Score -1.997881e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -19978782.000000 Penalty: 5905.961914
	Iteration 66Q: 3 clusters Score -1.997878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 144744 members 
Entering Unmasked Estep 
Score: -19978804.000000 Penalty: 5905.961914
	Iteration 67Q: 3 clusters Score -1.99788e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -19978794.000000 Penalty: 5905.961914
	Iteration 68Q: 3 clusters Score -1.997879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -19978778.000000 Penalty: 5905.961914
	Iteration 69Q: 3 clusters Score -1.997878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -19978778.000000 Penalty: 5905.961914
	Iteration 70Q: 3 clusters Score -1.997878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 144922 members 
Entering Unmasked Estep 
Score: -19978790.000000 Penalty: 5905.961914
	Iteration 71Q: 3 clusters Score -1.997879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 144972 members 
Entering Unmasked Estep 
Score: -19978768.000000 Penalty: 5905.961914
	Iteration 72Q: 3 clusters Score -1.997877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 145024 members 
Entering Unmasked Estep 
Score: -19978806.000000 Penalty: 5905.961914
	Iteration 73Q: 3 clusters Score -1.997881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -19978842.000000 Penalty: 5905.961914
	Iteration 74Q: 3 clusters Score -1.997884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19978852.000000 Penalty: 5905.961914
	Iteration 75Q: 3 clusters Score -1.997885e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -19978856.000000 Penalty: 5905.961914
	Iteration 76Q: 3 clusters Score -1.997886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 145240 members 
Entering Unmasked Estep 
Score: -19978864.000000 Penalty: 5905.961914
	Iteration 77Q: 3 clusters Score -1.997886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 145276 members 
Entering Unmasked Estep 
Score: -19978858.000000 Penalty: 5905.961914
	Iteration 78Q: 3 clusters Score -1.997886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -19978872.000000 Penalty: 5905.961914
	Iteration 79Q: 3 clusters Score -1.997887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 145329 members 
Entering Unmasked Estep 
Score: -19978872.000000 Penalty: 5905.961914
	Iteration 80F: 3 clusters Score -1.997887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -19978882.000000 Penalty: 5905.961914
	Iteration 81Q: 3 clusters Score -1.997888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -19978880.000000 Penalty: 5905.961914
	Iteration 82Q: 3 clusters Score -1.997888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -19978886.000000 Penalty: 5905.961914
	Iteration 83Q: 3 clusters Score -1.997889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 145428 members 
Entering Unmasked Estep 
Score: -19978890.000000 Penalty: 5905.961914
	Iteration 84Q: 3 clusters Score -1.997889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -19978904.000000 Penalty: 5905.961914
	Iteration 85Q: 3 clusters Score -1.99789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -19978936.000000 Penalty: 5905.961914
	Iteration 86Q: 3 clusters Score -1.997894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 145515 members 
Entering Unmasked Estep 
Score: -19978914.000000 Penalty: 5905.961914
	Iteration 87Q: 3 clusters Score -1.997891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 145541 members 
Entering Unmasked Estep 
Score: -19978930.000000 Penalty: 5905.961914
	Iteration 88Q: 3 clusters Score -1.997893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -19978938.000000 Penalty: 5905.961914
	Iteration 89Q: 3 clusters Score -1.997894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 145577 members 
Entering Unmasked Estep 
Score: -19978942.000000 Penalty: 5905.961914
	Iteration 90Q: 3 clusters Score -1.997894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -19978944.000000 Penalty: 5905.961914
	Iteration 91Q: 3 clusters Score -1.997894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -19978936.000000 Penalty: 5905.961914
	Iteration 92Q: 3 clusters Score -1.997894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -19978932.000000 Penalty: 5905.961914
	Iteration 93Q: 3 clusters Score -1.997893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -19978934.000000 Penalty: 5905.961914
	Iteration 94Q: 3 clusters Score -1.997893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -19978940.000000 Penalty: 5905.961914
	Iteration 95Q: 3 clusters Score -1.997894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -19978942.000000 Penalty: 5905.961914
	Iteration 96Q: 3 clusters Score -1.997894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -19978954.000000 Penalty: 5905.961914
	Iteration 97Q: 3 clusters Score -1.997895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -19978956.000000 Penalty: 5905.961914
	Iteration 98Q: 3 clusters Score -1.997896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 145672 members 
Entering Unmasked Estep 
Score: -19978964.000000 Penalty: 5905.961914
	Iteration 99Q: 3 clusters Score -1.997896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 145677 members 
Entering Unmasked Estep 
Score: -19978964.000000 Penalty: 5905.961914
	Iteration 100F: 3 clusters Score -1.997896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -19978968.000000 Penalty: 5905.961914
	Iteration 101Q: 3 clusters Score -1.997897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -19978990.000000 Penalty: 5905.961914
	Iteration 102Q: 3 clusters Score -1.997899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -19978968.000000 Penalty: 5905.961914
	Iteration 103Q: 3 clusters Score -1.997897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -19978982.000000 Penalty: 5905.961914
	Iteration 104Q: 3 clusters Score -1.997898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -19978996.000000 Penalty: 5905.961914
	Iteration 105Q: 3 clusters Score -1.9979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -19978982.000000 Penalty: 5905.961914
	Iteration 106Q: 3 clusters Score -1.997898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -19978994.000000 Penalty: 5905.961914
	Iteration 107Q: 3 clusters Score -1.997899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 145762 members 
Entering Unmasked Estep 
Score: -19979004.000000 Penalty: 5905.961914
	Iteration 108Q: 3 clusters Score -1.9979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -19978994.000000 Penalty: 5905.961914
	Iteration 109Q: 3 clusters Score -1.997899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -19978994.000000 Penalty: 5905.961914
	Iteration 110Q: 3 clusters Score -1.997899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -19978986.000000 Penalty: 5905.961914
	Iteration 111Q: 3 clusters Score -1.997899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 145803 members 
Entering Unmasked Estep 
Score: -19978994.000000 Penalty: 5905.961914
	Iteration 112Q: 3 clusters Score -1.997899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -19979002.000000 Penalty: 5905.961914
	Iteration 113Q: 3 clusters Score -1.9979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -19978994.000000 Penalty: 5905.961914
	Iteration 114Q: 3 clusters Score -1.997899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 145832 members 
Entering Unmasked Estep 
Score: -19979008.000000 Penalty: 5905.961914
	Iteration 115Q: 3 clusters Score -1.997901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 145837 members 
Entering Unmasked Estep 
Score: -19979000.000000 Penalty: 5905.961914
	Iteration 116Q: 3 clusters Score -1.9979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 145838 members 
Entering Unmasked Estep 
Score: -19978996.000000 Penalty: 5905.961914
	Iteration 117Q: 3 clusters Score -1.9979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 145840 members 
Entering Unmasked Estep 
Score: -19979008.000000 Penalty: 5905.961914
	Iteration 118Q: 3 clusters Score -1.997901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -19979016.000000 Penalty: 5905.961914
	Iteration 119Q: 3 clusters Score -1.997902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -19979020.000000 Penalty: 5905.961914
	Iteration 120F: 3 clusters Score -1.997902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -19979016.000000 Penalty: 5905.961914
	Iteration 121Q: 3 clusters Score -1.997902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -19979016.000000 Penalty: 5905.961914
	Iteration 122F: 3 clusters Score -1.997902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -1485333.250000 Penalty: 2302.169189
	Iteration 0F: 2 clusters Score -1485333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1477090.875000 Penalty: 4604.338379
	Iteration 0F: 3 clusters Score -1477091 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1479523.500000 Penalty: 4604.338379
	Iteration 1F: 3 clusters Score -1479524 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1479760.625000 Penalty: 4604.338379
	Iteration 2F: 3 clusters Score -1479761 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1479906.375000 Penalty: 4604.338379
	Iteration 3Q: 3 clusters Score -1479906 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1480029.125000 Penalty: 4604.338379
	Iteration 4Q: 3 clusters Score -1480029 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1480124.375000 Penalty: 4604.338379
	Iteration 5Q: 3 clusters Score -1480124 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1480186.000000 Penalty: 4604.338379
	Iteration 6Q: 3 clusters Score -1480186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1480235.500000 Penalty: 4604.338379
	Iteration 7Q: 3 clusters Score -1480236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1480270.000000 Penalty: 4604.338379
	Iteration 8Q: 3 clusters Score -1480270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1480304.125000 Penalty: 4604.338379
	Iteration 9Q: 3 clusters Score -1480304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1480327.000000 Penalty: 4604.338379
	Iteration 10Q: 3 clusters Score -1480327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1480355.750000 Penalty: 4604.338379
	Iteration 11Q: 3 clusters Score -1480356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1480375.750000 Penalty: 4604.338379
	Iteration 12Q: 3 clusters Score -1480376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1480395.750000 Penalty: 4604.338379
	Iteration 13Q: 3 clusters Score -1480396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1480415.375000 Penalty: 4604.338379
	Iteration 14Q: 3 clusters Score -1480415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1480438.750000 Penalty: 4604.338379
	Iteration 15Q: 3 clusters Score -1480439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1480452.375000 Penalty: 4604.338379
	Iteration 16Q: 3 clusters Score -1480452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1480464.500000 Penalty: 4604.338379
	Iteration 17Q: 3 clusters Score -1480464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1480474.125000 Penalty: 4604.338379
	Iteration 18Q: 3 clusters Score -1480474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1480482.625000 Penalty: 4604.338379
	Iteration 19Q: 3 clusters Score -1480483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1480488.000000 Penalty: 4604.338379
	Iteration 20F: 3 clusters Score -1480488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1480493.625000 Penalty: 4604.338379
	Iteration 21Q: 3 clusters Score -1480494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1480497.625000 Penalty: 4604.338379
	Iteration 22Q: 3 clusters Score -1480498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1480504.500000 Penalty: 4604.338379
	Iteration 23Q: 3 clusters Score -1480504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1480509.250000 Penalty: 4604.338379
	Iteration 24Q: 3 clusters Score -1480509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1480516.125000 Penalty: 4604.338379
	Iteration 25Q: 3 clusters Score -1480516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1480519.625000 Penalty: 4604.338379
	Iteration 26Q: 3 clusters Score -1480520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1480522.375000 Penalty: 4604.338379
	Iteration 27Q: 3 clusters Score -1480522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1480528.000000 Penalty: 4604.338379
	Iteration 28Q: 3 clusters Score -1480528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1480533.125000 Penalty: 4604.338379
	Iteration 29Q: 3 clusters Score -1480533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1480539.750000 Penalty: 4604.338379
	Iteration 30Q: 3 clusters Score -1480540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1480549.375000 Penalty: 4604.338379
	Iteration 31Q: 3 clusters Score -1480549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1480556.500000 Penalty: 4604.338379
	Iteration 32Q: 3 clusters Score -1480556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1480556.000000 Penalty: 4604.338379
	Iteration 33Q: 3 clusters Score -1480556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1480557.250000 Penalty: 4604.338379
	Iteration 34Q: 3 clusters Score -1480557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1480559.500000 Penalty: 4604.338379
	Iteration 35Q: 3 clusters Score -1480560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1480563.250000 Penalty: 4604.338379
	Iteration 36Q: 3 clusters Score -1480563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1480567.625000 Penalty: 4604.338379
	Iteration 37Q: 3 clusters Score -1480568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1480572.250000 Penalty: 4604.338379
	Iteration 38Q: 3 clusters Score -1480572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1480577.250000 Penalty: 4604.338379
	Iteration 39Q: 3 clusters Score -1480577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1480584.000000 Penalty: 4604.338379
	Iteration 40F: 3 clusters Score -1480584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1480591.500000 Penalty: 4604.338379
	Iteration 41Q: 3 clusters Score -1480592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1480595.750000 Penalty: 4604.338379
	Iteration 42Q: 3 clusters Score -1480596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1480605.250000 Penalty: 4604.338379
	Iteration 43Q: 3 clusters Score -1480605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1480618.125000 Penalty: 4604.338379
	Iteration 44Q: 3 clusters Score -1480618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1480628.625000 Penalty: 4604.338379
	Iteration 45Q: 3 clusters Score -1480629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1480639.250000 Penalty: 4604.338379
	Iteration 46Q: 3 clusters Score -1480639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1480648.875000 Penalty: 4604.338379
	Iteration 47Q: 3 clusters Score -1480649 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1480674.250000 Penalty: 4604.338379
	Iteration 48Q: 3 clusters Score -1480674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1480692.625000 Penalty: 4604.338379
	Iteration 49Q: 3 clusters Score -1480693 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1480717.250000 Penalty: 4604.338379
	Iteration 50Q: 3 clusters Score -1480717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1480745.625000 Penalty: 4604.338379
	Iteration 51Q: 3 clusters Score -1480746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1480781.500000 Penalty: 4604.338379
	Iteration 52Q: 3 clusters Score -1480782 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1480822.500000 Penalty: 4604.338379
	Iteration 53Q: 3 clusters Score -1480822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1480878.250000 Penalty: 4604.338379
	Iteration 54Q: 3 clusters Score -1480878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1480965.125000 Penalty: 4604.338379
	Iteration 55Q: 3 clusters Score -1480965 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1481063.375000 Penalty: 4604.338379
	Iteration 56Q: 3 clusters Score -1481063 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1481199.375000 Penalty: 4604.338379
	Iteration 57Q: 3 clusters Score -1481199 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1481384.875000 Penalty: 4604.338379
	Iteration 58Q: 3 clusters Score -1481385 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1481604.875000 Penalty: 4604.338379
	Iteration 59Q: 3 clusters Score -1481605 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1481860.000000 Penalty: 4604.338379
	Iteration 60F: 3 clusters Score -1481860 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1482116.375000 Penalty: 4604.338379
	Iteration 61Q: 3 clusters Score -1482116 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1482370.500000 Penalty: 4604.338379
	Iteration 62Q: 3 clusters Score -1482370 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1482601.625000 Penalty: 4604.338379
	Iteration 63Q: 3 clusters Score -1482602 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1482799.875000 Penalty: 4604.338379
	Iteration 64Q: 3 clusters Score -1482800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1482929.875000 Penalty: 4604.338379
	Iteration 65Q: 3 clusters Score -1482930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1483025.250000 Penalty: 4604.338379
	Iteration 66Q: 3 clusters Score -1483025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1483081.000000 Penalty: 4604.338379
	Iteration 67Q: 3 clusters Score -1483081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1483121.750000 Penalty: 4604.338379
	Iteration 68Q: 3 clusters Score -1483122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1483165.250000 Penalty: 4604.338379
	Iteration 69Q: 3 clusters Score -1483165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1483216.625000 Penalty: 4604.338379
	Iteration 70Q: 3 clusters Score -1483217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1483243.625000 Penalty: 4604.338379
	Iteration 71Q: 3 clusters Score -1483244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1483259.750000 Penalty: 4604.338379
	Iteration 72Q: 3 clusters Score -1483260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1483267.000000 Penalty: 4604.338379
	Iteration 73Q: 3 clusters Score -1483267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1483273.625000 Penalty: 4604.338379
	Iteration 74Q: 3 clusters Score -1483274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1483277.250000 Penalty: 4604.338379
	Iteration 75Q: 3 clusters Score -1483277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1483288.375000 Penalty: 4604.338379
	Iteration 76Q: 3 clusters Score -1483288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1483297.000000 Penalty: 4604.338379
	Iteration 77Q: 3 clusters Score -1483297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1483300.750000 Penalty: 4604.338379
	Iteration 78Q: 3 clusters Score -1483301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1483307.375000 Penalty: 4604.338379
	Iteration 79Q: 3 clusters Score -1483307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1483310.250000 Penalty: 4604.338379
	Iteration 80F: 3 clusters Score -1483310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1483316.125000 Penalty: 4604.338379
	Iteration 81Q: 3 clusters Score -1483316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1483315.500000 Penalty: 4604.338379
	Iteration 82Q: 3 clusters Score -1483316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1483316.500000 Penalty: 4604.338379
	Iteration 83Q: 3 clusters Score -1483316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1483317.375000 Penalty: 4604.338379
	Iteration 84Q: 3 clusters Score -1483317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1483317.500000 Penalty: 4604.338379
	Iteration 85Q: 3 clusters Score -1483318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1483317.500000 Penalty: 4604.338379
	Iteration 86F: 3 clusters Score -1483318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (209248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209248 members 
Entering Unmasked Estep 
Score: -28000850.000000 Penalty: 3038.316162
	Iteration 0F: 2 clusters Score -2.800085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -27866812.000000 Penalty: 6076.632324
	Iteration 0F: 3 clusters Score -2.786681e+07 nChanged 101129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -27926130.000000 Penalty: 6076.632324
	Iteration 1F: 3 clusters Score -2.792613e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115483 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -27927646.000000 Penalty: 6076.632324
	Iteration 2Q: 3 clusters Score -2.792765e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -27930210.000000 Penalty: 6076.632324
	Iteration 3Q: 3 clusters Score -2.793021e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -27935002.000000 Penalty: 6076.632324
	Iteration 4F: 3 clusters Score -2.7935e+07 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -27944606.000000 Penalty: 6076.632324
	Iteration 5F: 3 clusters Score -2.794461e+07 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -27960308.000000 Penalty: 6076.632324
	Iteration 6F: 3 clusters Score -2.796031e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182848 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -27978484.000000 Penalty: 6076.632324
	Iteration 7F: 3 clusters Score -2.797848e+07 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197273 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -27990978.000000 Penalty: 6076.632324
	Iteration 8F: 3 clusters Score -2.799098e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -27995998.000000 Penalty: 6076.632324
	Iteration 9Q: 3 clusters Score -2.7996e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207768 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -27997558.000000 Penalty: 6076.632324
	Iteration 10Q: 3 clusters Score -2.799756e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208645 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -27997908.000000 Penalty: 6076.632324
	Iteration 11Q: 3 clusters Score -2.799791e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208881 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27998038.000000 Penalty: 6076.632324
	Iteration 12Q: 3 clusters Score -2.799804e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27998136.000000 Penalty: 6076.632324
	Iteration 13Q: 3 clusters Score -2.799814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208977 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27998156.000000 Penalty: 6076.632324
	Iteration 14Q: 3 clusters Score -2.799816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208996 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27998180.000000 Penalty: 6076.632324
	Iteration 15Q: 3 clusters Score -2.799818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209010 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27998208.000000 Penalty: 6076.632324
	Iteration 16Q: 3 clusters Score -2.799821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27998234.000000 Penalty: 6076.632324
	Iteration 17Q: 3 clusters Score -2.799823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209025 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27998250.000000 Penalty: 6076.632324
	Iteration 18Q: 3 clusters Score -2.799825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209034 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27998228.000000 Penalty: 6076.632324
	Iteration 19Q: 3 clusters Score -2.799823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209039 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27998244.000000 Penalty: 6076.632324
	Iteration 20F: 3 clusters Score -2.799824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209042 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27998256.000000 Penalty: 6076.632324
	Iteration 21Q: 3 clusters Score -2.799826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209044 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27998262.000000 Penalty: 6076.632324
	Iteration 22Q: 3 clusters Score -2.799826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209046 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27998260.000000 Penalty: 6076.632324
	Iteration 23Q: 3 clusters Score -2.799826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209046 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27998260.000000 Penalty: 6076.632324
	Iteration 24F: 3 clusters Score -2.799826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Entering Unmasked Estep 
Score: -2323035.500000 Penalty: 2418.155518
	Iteration 0F: 2 clusters Score -2323036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2310811.500000 Penalty: 4836.311035
	Iteration 0F: 3 clusters Score -2310812 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2314683.000000 Penalty: 4836.311035
	Iteration 1F: 3 clusters Score -2314683 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2315046.500000 Penalty: 4836.311035
	Iteration 2F: 3 clusters Score -2315046 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2315328.250000 Penalty: 4836.311035
	Iteration 3Q: 3 clusters Score -2315328 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2315563.500000 Penalty: 4836.311035
	Iteration 4Q: 3 clusters Score -2315564 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2315758.500000 Penalty: 4836.311035
	Iteration 5Q: 3 clusters Score -2315758 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2315961.500000 Penalty: 4836.311035
	Iteration 6Q: 3 clusters Score -2315962 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2316199.250000 Penalty: 4836.311035
	Iteration 7Q: 3 clusters Score -2316199 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2316489.500000 Penalty: 4836.311035
	Iteration 8Q: 3 clusters Score -2316490 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2316879.250000 Penalty: 4836.311035
	Iteration 9Q: 3 clusters Score -2316879 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2317382.500000 Penalty: 4836.311035
	Iteration 10Q: 3 clusters Score -2317382 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2317975.250000 Penalty: 4836.311035
	Iteration 11F: 3 clusters Score -2317975 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2318498.750000 Penalty: 4836.311035
	Iteration 12F: 3 clusters Score -2318499 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2318951.000000 Penalty: 4836.311035
	Iteration 13Q: 3 clusters Score -2318951 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2319352.500000 Penalty: 4836.311035
	Iteration 14Q: 3 clusters Score -2319352 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2319704.000000 Penalty: 4836.311035
	Iteration 15Q: 3 clusters Score -2319704 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2320059.250000 Penalty: 4836.311035
	Iteration 16Q: 3 clusters Score -2320059 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2320361.750000 Penalty: 4836.311035
	Iteration 17Q: 3 clusters Score -2320362 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2320596.750000 Penalty: 4836.311035
	Iteration 18Q: 3 clusters Score -2320597 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2320772.500000 Penalty: 4836.311035
	Iteration 19Q: 3 clusters Score -2320772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2320936.000000 Penalty: 4836.311035
	Iteration 20F: 3 clusters Score -2320936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2321035.750000 Penalty: 4836.311035
	Iteration 21Q: 3 clusters Score -2321036 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2321117.000000 Penalty: 4836.311035
	Iteration 22Q: 3 clusters Score -2321117 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2321182.250000 Penalty: 4836.311035
	Iteration 23Q: 3 clusters Score -2321182 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2321233.250000 Penalty: 4836.311035
	Iteration 24Q: 3 clusters Score -2321233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2321273.750000 Penalty: 4836.311035
	Iteration 25Q: 3 clusters Score -2321274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2321303.000000 Penalty: 4836.311035
	Iteration 26Q: 3 clusters Score -2321303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2321346.750000 Penalty: 4836.311035
	Iteration 27Q: 3 clusters Score -2321347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2321363.500000 Penalty: 4836.311035
	Iteration 28Q: 3 clusters Score -2321364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2321385.250000 Penalty: 4836.311035
	Iteration 29Q: 3 clusters Score -2321385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2321408.500000 Penalty: 4836.311035
	Iteration 30Q: 3 clusters Score -2321408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2321418.250000 Penalty: 4836.311035
	Iteration 31Q: 3 clusters Score -2321418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2321434.500000 Penalty: 4836.311035
	Iteration 32Q: 3 clusters Score -2321434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2321437.750000 Penalty: 4836.311035
	Iteration 33Q: 3 clusters Score -2321438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2321439.500000 Penalty: 4836.311035
	Iteration 34Q: 3 clusters Score -2321440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2321453.250000 Penalty: 4836.311035
	Iteration 35Q: 3 clusters Score -2321453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2321461.000000 Penalty: 4836.311035
	Iteration 36Q: 3 clusters Score -2321461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2321475.000000 Penalty: 4836.311035
	Iteration 37Q: 3 clusters Score -2321475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2321484.500000 Penalty: 4836.311035
	Iteration 38Q: 3 clusters Score -2321484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2321496.750000 Penalty: 4836.311035
	Iteration 39Q: 3 clusters Score -2321497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2321504.000000 Penalty: 4836.311035
	Iteration 40F: 3 clusters Score -2321504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2321506.500000 Penalty: 4836.311035
	Iteration 41Q: 3 clusters Score -2321506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2321516.750000 Penalty: 4836.311035
	Iteration 42Q: 3 clusters Score -2321517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2321522.500000 Penalty: 4836.311035
	Iteration 43Q: 3 clusters Score -2321522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2321524.000000 Penalty: 4836.311035
	Iteration 44Q: 3 clusters Score -2321524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2321535.250000 Penalty: 4836.311035
	Iteration 45Q: 3 clusters Score -2321535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2321533.500000 Penalty: 4836.311035
	Iteration 46Q: 3 clusters Score -2321534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2321535.000000 Penalty: 4836.311035
	Iteration 47Q: 3 clusters Score -2321535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2321536.500000 Penalty: 4836.311035
	Iteration 48Q: 3 clusters Score -2321536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2321539.000000 Penalty: 4836.311035
	Iteration 49Q: 3 clusters Score -2321539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2321537.000000 Penalty: 4836.311035
	Iteration 50Q: 3 clusters Score -2321537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2321543.000000 Penalty: 4836.311035
	Iteration 51Q: 3 clusters Score -2321543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2321547.250000 Penalty: 4836.311035
	Iteration 52Q: 3 clusters Score -2321547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2321543.500000 Penalty: 4836.311035
	Iteration 53Q: 3 clusters Score -2321544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2321554.250000 Penalty: 4836.311035
	Iteration 54Q: 3 clusters Score -2321554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2321557.750000 Penalty: 4836.311035
	Iteration 55Q: 3 clusters Score -2321558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2321554.250000 Penalty: 4836.311035
	Iteration 56Q: 3 clusters Score -2321554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2321559.250000 Penalty: 4836.311035
	Iteration 57Q: 3 clusters Score -2321559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2321556.500000 Penalty: 4836.311035
	Iteration 58Q: 3 clusters Score -2321556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2321561.750000 Penalty: 4836.311035
	Iteration 59Q: 3 clusters Score -2321562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2321560.500000 Penalty: 4836.311035
	Iteration 60F: 3 clusters Score -2321560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2321561.750000 Penalty: 4836.311035
	Iteration 61Q: 3 clusters Score -2321562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2321565.500000 Penalty: 4836.311035
	Iteration 62Q: 3 clusters Score -2321566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2321567.250000 Penalty: 4836.311035
	Iteration 63Q: 3 clusters Score -2321567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2321569.250000 Penalty: 4836.311035
	Iteration 64Q: 3 clusters Score -2321569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2321569.250000 Penalty: 4836.311035
	Iteration 65Q: 3 clusters Score -2321569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2321567.250000 Penalty: 4836.311035
	Iteration 66Q: 3 clusters Score -2321567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2321573.500000 Penalty: 4836.311035
	Iteration 67Q: 3 clusters Score -2321574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2321573.250000 Penalty: 4836.311035
	Iteration 68Q: 3 clusters Score -2321573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2321572.250000 Penalty: 4836.311035
	Iteration 69Q: 3 clusters Score -2321572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2321572.500000 Penalty: 4836.311035
	Iteration 70Q: 3 clusters Score -2321572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2321575.000000 Penalty: 4836.311035
	Iteration 71Q: 3 clusters Score -2321575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2321575.000000 Penalty: 4836.311035
	Iteration 72F: 3 clusters Score -2321575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Entering Unmasked Estep 
Score: -6510226.500000 Penalty: 2670.928711
	Iteration 0F: 2 clusters Score -6510226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6478044.000000 Penalty: 5341.857422
	Iteration 0F: 3 clusters Score -6478044 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -6490371.500000 Penalty: 5341.857422
	Iteration 1F: 3 clusters Score -6490372 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6491014.500000 Penalty: 5341.857422
	Iteration 2Q: 3 clusters Score -6491014 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6491721.000000 Penalty: 5341.857422
	Iteration 3Q: 3 clusters Score -6491721 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -6492541.000000 Penalty: 5341.857422
	Iteration 4Q: 3 clusters Score -6492541 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -6493657.000000 Penalty: 5341.857422
	Iteration 5Q: 3 clusters Score -6493657 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6495198.000000 Penalty: 5341.857422
	Iteration 6F: 3 clusters Score -6495198 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -6497358.000000 Penalty: 5341.857422
	Iteration 7F: 3 clusters Score -6497358 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -6500021.000000 Penalty: 5341.857422
	Iteration 8F: 3 clusters Score -6500021 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6502536.000000 Penalty: 5341.857422
	Iteration 9F: 3 clusters Score -6502536 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -6503737.000000 Penalty: 5341.857422
	Iteration 10Q: 3 clusters Score -6503737 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -6504290.500000 Penalty: 5341.857422
	Iteration 11Q: 3 clusters Score -6504290 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -6504566.500000 Penalty: 5341.857422
	Iteration 12Q: 3 clusters Score -6504566 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -6504688.000000 Penalty: 5341.857422
	Iteration 13Q: 3 clusters Score -6504688 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -6504846.000000 Penalty: 5341.857422
	Iteration 14Q: 3 clusters Score -6504846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -6505001.500000 Penalty: 5341.857422
	Iteration 15Q: 3 clusters Score -6505002 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6505107.500000 Penalty: 5341.857422
	Iteration 16Q: 3 clusters Score -6505108 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -6505251.500000 Penalty: 5341.857422
	Iteration 17Q: 3 clusters Score -6505252 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -6505407.000000 Penalty: 5341.857422
	Iteration 18Q: 3 clusters Score -6505407 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -6505517.500000 Penalty: 5341.857422
	Iteration 19Q: 3 clusters Score -6505518 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -6505613.500000 Penalty: 5341.857422
	Iteration 20F: 3 clusters Score -6505614 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -6505757.500000 Penalty: 5341.857422
	Iteration 21Q: 3 clusters Score -6505758 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6505856.000000 Penalty: 5341.857422
	Iteration 22Q: 3 clusters Score -6505856 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -6506001.500000 Penalty: 5341.857422
	Iteration 23Q: 3 clusters Score -6506002 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6506128.000000 Penalty: 5341.857422
	Iteration 24Q: 3 clusters Score -6506128 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -6506211.500000 Penalty: 5341.857422
	Iteration 25Q: 3 clusters Score -6506212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -6506289.500000 Penalty: 5341.857422
	Iteration 26Q: 3 clusters Score -6506290 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -6506362.000000 Penalty: 5341.857422
	Iteration 27Q: 3 clusters Score -6506362 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6506450.500000 Penalty: 5341.857422
	Iteration 28Q: 3 clusters Score -6506450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -6506528.500000 Penalty: 5341.857422
	Iteration 29Q: 3 clusters Score -6506528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -6506621.500000 Penalty: 5341.857422
	Iteration 30Q: 3 clusters Score -6506622 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -6506699.500000 Penalty: 5341.857422
	Iteration 31Q: 3 clusters Score -6506700 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -6506798.500000 Penalty: 5341.857422
	Iteration 32Q: 3 clusters Score -6506798 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6506872.000000 Penalty: 5341.857422
	Iteration 33Q: 3 clusters Score -6506872 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6506923.500000 Penalty: 5341.857422
	Iteration 34Q: 3 clusters Score -6506924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6506997.500000 Penalty: 5341.857422
	Iteration 35Q: 3 clusters Score -6506998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -6507105.500000 Penalty: 5341.857422
	Iteration 36Q: 3 clusters Score -6507106 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6507165.500000 Penalty: 5341.857422
	Iteration 37Q: 3 clusters Score -6507166 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6507236.000000 Penalty: 5341.857422
	Iteration 38Q: 3 clusters Score -6507236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6507296.000000 Penalty: 5341.857422
	Iteration 39Q: 3 clusters Score -6507296 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6507324.000000 Penalty: 5341.857422
	Iteration 40F: 3 clusters Score -6507324 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -6507356.500000 Penalty: 5341.857422
	Iteration 41Q: 3 clusters Score -6507356 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6507409.000000 Penalty: 5341.857422
	Iteration 42Q: 3 clusters Score -6507409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6507459.500000 Penalty: 5341.857422
	Iteration 43Q: 3 clusters Score -6507460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6507525.500000 Penalty: 5341.857422
	Iteration 44Q: 3 clusters Score -6507526 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6507583.500000 Penalty: 5341.857422
	Iteration 45Q: 3 clusters Score -6507584 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6507619.500000 Penalty: 5341.857422
	Iteration 46Q: 3 clusters Score -6507620 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6507665.500000 Penalty: 5341.857422
	Iteration 47Q: 3 clusters Score -6507666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6507710.000000 Penalty: 5341.857422
	Iteration 48Q: 3 clusters Score -6507710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6507748.500000 Penalty: 5341.857422
	Iteration 49Q: 3 clusters Score -6507748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6507765.500000 Penalty: 5341.857422
	Iteration 50Q: 3 clusters Score -6507766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6507823.000000 Penalty: 5341.857422
	Iteration 51Q: 3 clusters Score -6507823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6507855.500000 Penalty: 5341.857422
	Iteration 52Q: 3 clusters Score -6507856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6507877.500000 Penalty: 5341.857422
	Iteration 53Q: 3 clusters Score -6507878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6507906.000000 Penalty: 5341.857422
	Iteration 54Q: 3 clusters Score -6507906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6507923.500000 Penalty: 5341.857422
	Iteration 55Q: 3 clusters Score -6507924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6507929.000000 Penalty: 5341.857422
	Iteration 56Q: 3 clusters Score -6507929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6507931.500000 Penalty: 5341.857422
	Iteration 57Q: 3 clusters Score -6507932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6507940.500000 Penalty: 5341.857422
	Iteration 58Q: 3 clusters Score -6507940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6507954.500000 Penalty: 5341.857422
	Iteration 59Q: 3 clusters Score -6507954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6507971.500000 Penalty: 5341.857422
	Iteration 60F: 3 clusters Score -6507972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6507997.000000 Penalty: 5341.857422
	Iteration 61Q: 3 clusters Score -6507997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6508011.500000 Penalty: 5341.857422
	Iteration 62Q: 3 clusters Score -6508012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6508014.500000 Penalty: 5341.857422
	Iteration 63Q: 3 clusters Score -6508014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6508023.500000 Penalty: 5341.857422
	Iteration 64Q: 3 clusters Score -6508024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6508024.500000 Penalty: 5341.857422
	Iteration 65Q: 3 clusters Score -6508024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6508032.000000 Penalty: 5341.857422
	Iteration 66Q: 3 clusters Score -6508032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6508045.500000 Penalty: 5341.857422
	Iteration 67Q: 3 clusters Score -6508046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6508046.500000 Penalty: 5341.857422
	Iteration 68Q: 3 clusters Score -6508046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6508055.000000 Penalty: 5341.857422
	Iteration 69Q: 3 clusters Score -6508055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6508054.000000 Penalty: 5341.857422
	Iteration 70Q: 3 clusters Score -6508054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6508067.000000 Penalty: 5341.857422
	Iteration 71Q: 3 clusters Score -6508067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6508068.000000 Penalty: 5341.857422
	Iteration 72Q: 3 clusters Score -6508068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6508082.500000 Penalty: 5341.857422
	Iteration 73Q: 3 clusters Score -6508082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6508082.000000 Penalty: 5341.857422
	Iteration 74Q: 3 clusters Score -6508082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6508078.000000 Penalty: 5341.857422
	Iteration 75Q: 3 clusters Score -6508078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6508092.000000 Penalty: 5341.857422
	Iteration 76Q: 3 clusters Score -6508092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6508104.000000 Penalty: 5341.857422
	Iteration 77Q: 3 clusters Score -6508104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6508108.500000 Penalty: 5341.857422
	Iteration 78Q: 3 clusters Score -6508108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6508116.000000 Penalty: 5341.857422
	Iteration 79Q: 3 clusters Score -6508116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6508120.000000 Penalty: 5341.857422
	Iteration 80F: 3 clusters Score -6508120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6508122.000000 Penalty: 5341.857422
	Iteration 81Q: 3 clusters Score -6508122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6508124.000000 Penalty: 5341.857422
	Iteration 82Q: 3 clusters Score -6508124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6508123.500000 Penalty: 5341.857422
	Iteration 83Q: 3 clusters Score -6508124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6508122.000000 Penalty: 5341.857422
	Iteration 84Q: 3 clusters Score -6508122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6508124.500000 Penalty: 5341.857422
	Iteration 85Q: 3 clusters Score -6508124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6508124.000000 Penalty: 5341.857422
	Iteration 86Q: 3 clusters Score -6508124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6508122.000000 Penalty: 5341.857422
	Iteration 87Q: 3 clusters Score -6508122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6508121.500000 Penalty: 5341.857422
	Iteration 88Q: 3 clusters Score -6508122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6508123.500000 Penalty: 5341.857422
	Iteration 89Q: 3 clusters Score -6508124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6508122.500000 Penalty: 5341.857422
	Iteration 90Q: 3 clusters Score -6508122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6508124.500000 Penalty: 5341.857422
	Iteration 91Q: 3 clusters Score -6508124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6508123.500000 Penalty: 5341.857422
	Iteration 92Q: 3 clusters Score -6508124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6508128.500000 Penalty: 5341.857422
	Iteration 93Q: 3 clusters Score -6508128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6508116.000000 Penalty: 5341.857422
	Iteration 94Q: 3 clusters Score -6508116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6508115.000000 Penalty: 5341.857422
	Iteration 95Q: 3 clusters Score -6508115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6508115.000000 Penalty: 5341.857422
	Iteration 96F: 3 clusters Score -6508115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Entering Unmasked Estep 
Score: -5344148.500000 Penalty: 2638.341309
	Iteration 0F: 2 clusters Score -5344148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5315974.000000 Penalty: 5276.682617
	Iteration 0F: 3 clusters Score -5315974 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5326578.500000 Penalty: 5276.682617
	Iteration 1F: 3 clusters Score -5326578 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5327336.000000 Penalty: 5276.682617
	Iteration 2Q: 3 clusters Score -5327336 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5328136.000000 Penalty: 5276.682617
	Iteration 3Q: 3 clusters Score -5328136 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5328976.000000 Penalty: 5276.682617
	Iteration 4Q: 3 clusters Score -5328976 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5329918.000000 Penalty: 5276.682617
	Iteration 5Q: 3 clusters Score -5329918 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5331171.000000 Penalty: 5276.682617
	Iteration 6F: 3 clusters Score -5331171 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5332647.500000 Penalty: 5276.682617
	Iteration 7F: 3 clusters Score -5332648 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5334301.500000 Penalty: 5276.682617
	Iteration 8F: 3 clusters Score -5334302 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -5336078.000000 Penalty: 5276.682617
	Iteration 9F: 3 clusters Score -5336078 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -5337770.000000 Penalty: 5276.682617
	Iteration 10F: 3 clusters Score -5337770 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5339207.000000 Penalty: 5276.682617
	Iteration 11Q: 3 clusters Score -5339207 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -5340429.000000 Penalty: 5276.682617
	Iteration 12Q: 3 clusters Score -5340429 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5341250.500000 Penalty: 5276.682617
	Iteration 13Q: 3 clusters Score -5341250 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5341813.000000 Penalty: 5276.682617
	Iteration 14Q: 3 clusters Score -5341813 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5342133.500000 Penalty: 5276.682617
	Iteration 15Q: 3 clusters Score -5342134 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5342309.000000 Penalty: 5276.682617
	Iteration 16Q: 3 clusters Score -5342309 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5342445.000000 Penalty: 5276.682617
	Iteration 17Q: 3 clusters Score -5342445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5342495.000000 Penalty: 5276.682617
	Iteration 18Q: 3 clusters Score -5342495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5342540.500000 Penalty: 5276.682617
	Iteration 19Q: 3 clusters Score -5342540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5342556.000000 Penalty: 5276.682617
	Iteration 20F: 3 clusters Score -5342556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5342561.000000 Penalty: 5276.682617
	Iteration 21Q: 3 clusters Score -5342561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5342581.000000 Penalty: 5276.682617
	Iteration 22Q: 3 clusters Score -5342581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5342569.000000 Penalty: 5276.682617
	Iteration 23Q: 3 clusters Score -5342569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5342586.500000 Penalty: 5276.682617
	Iteration 24Q: 3 clusters Score -5342586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5342590.000000 Penalty: 5276.682617
	Iteration 25Q: 3 clusters Score -5342590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5342591.500000 Penalty: 5276.682617
	Iteration 26Q: 3 clusters Score -5342592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5342598.500000 Penalty: 5276.682617
	Iteration 27Q: 3 clusters Score -5342598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5342593.500000 Penalty: 5276.682617
	Iteration 28Q: 3 clusters Score -5342594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5342593.000000 Penalty: 5276.682617
	Iteration 29Q: 3 clusters Score -5342593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5342597.000000 Penalty: 5276.682617
	Iteration 30Q: 3 clusters Score -5342597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5342597.000000 Penalty: 5276.682617
	Iteration 31F: 3 clusters Score -5342597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (139555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Entering Unmasked Estep 
Score: -18782062.000000 Penalty: 2937.861084
	Iteration 0F: 2 clusters Score -1.878206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -18689466.000000 Penalty: 5875.722168
	Iteration 0F: 3 clusters Score -1.868947e+07 nChanged 66690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -18727962.000000 Penalty: 5875.722168
	Iteration 1F: 3 clusters Score -1.872796e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -18728836.000000 Penalty: 5875.722168
	Iteration 2Q: 3 clusters Score -1.872884e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -18729782.000000 Penalty: 5875.722168
	Iteration 3Q: 3 clusters Score -1.872978e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -18730916.000000 Penalty: 5875.722168
	Iteration 4Q: 3 clusters Score -1.873092e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -18732540.000000 Penalty: 5875.722168
	Iteration 5Q: 3 clusters Score -1.873254e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -18734760.000000 Penalty: 5875.722168
	Iteration 6Q: 3 clusters Score -1.873476e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -18737894.000000 Penalty: 5875.722168
	Iteration 7Q: 3 clusters Score -1.873789e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -18742646.000000 Penalty: 5875.722168
	Iteration 8Q: 3 clusters Score -1.874265e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -18748730.000000 Penalty: 5875.722168
	Iteration 9F: 3 clusters Score -1.874873e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -18755280.000000 Penalty: 5875.722168
	Iteration 10F: 3 clusters Score -1.875528e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -18760892.000000 Penalty: 5875.722168
	Iteration 11F: 3 clusters Score -1.876089e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -18763868.000000 Penalty: 5875.722168
	Iteration 12Q: 3 clusters Score -1.876387e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -18765302.000000 Penalty: 5875.722168
	Iteration 13Q: 3 clusters Score -1.87653e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -18766060.000000 Penalty: 5875.722168
	Iteration 14Q: 3 clusters Score -1.876606e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -18766664.000000 Penalty: 5875.722168
	Iteration 15Q: 3 clusters Score -1.876666e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -18767192.000000 Penalty: 5875.722168
	Iteration 16Q: 3 clusters Score -1.876719e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -18767808.000000 Penalty: 5875.722168
	Iteration 17Q: 3 clusters Score -1.876781e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -18768390.000000 Penalty: 5875.722168
	Iteration 18Q: 3 clusters Score -1.876839e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -18769004.000000 Penalty: 5875.722168
	Iteration 19Q: 3 clusters Score -1.8769e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -18769762.000000 Penalty: 5875.722168
	Iteration 20F: 3 clusters Score -1.876976e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117921 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -18770588.000000 Penalty: 5875.722168
	Iteration 21Q: 3 clusters Score -1.877059e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120188 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -18771438.000000 Penalty: 5875.722168
	Iteration 22Q: 3 clusters Score -1.877144e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -18772174.000000 Penalty: 5875.722168
	Iteration 23Q: 3 clusters Score -1.877217e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -18773096.000000 Penalty: 5875.722168
	Iteration 24Q: 3 clusters Score -1.87731e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -18773932.000000 Penalty: 5875.722168
	Iteration 25Q: 3 clusters Score -1.877393e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -18774780.000000 Penalty: 5875.722168
	Iteration 26Q: 3 clusters Score -1.877478e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130282 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -18775506.000000 Penalty: 5875.722168
	Iteration 27Q: 3 clusters Score -1.877551e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131852 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -18776180.000000 Penalty: 5875.722168
	Iteration 28Q: 3 clusters Score -1.877618e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -18776882.000000 Penalty: 5875.722168
	Iteration 29Q: 3 clusters Score -1.877688e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -18777464.000000 Penalty: 5875.722168
	Iteration 30Q: 3 clusters Score -1.877746e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135272 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -18777908.000000 Penalty: 5875.722168
	Iteration 31Q: 3 clusters Score -1.877791e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -18778324.000000 Penalty: 5875.722168
	Iteration 32Q: 3 clusters Score -1.877832e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -18778522.000000 Penalty: 5875.722168
	Iteration 33Q: 3 clusters Score -1.877852e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18778698.000000 Penalty: 5875.722168
	Iteration 34Q: 3 clusters Score -1.87787e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -18778870.000000 Penalty: 5875.722168
	Iteration 35Q: 3 clusters Score -1.877887e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -18779016.000000 Penalty: 5875.722168
	Iteration 36Q: 3 clusters Score -1.877902e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137676 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -18779162.000000 Penalty: 5875.722168
	Iteration 37Q: 3 clusters Score -1.877916e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137849 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18779202.000000 Penalty: 5875.722168
	Iteration 38Q: 3 clusters Score -1.87792e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137958 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18779264.000000 Penalty: 5875.722168
	Iteration 39Q: 3 clusters Score -1.877926e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -18779326.000000 Penalty: 5875.722168
	Iteration 40F: 3 clusters Score -1.877933e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18779372.000000 Penalty: 5875.722168
	Iteration 41Q: 3 clusters Score -1.877937e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18779402.000000 Penalty: 5875.722168
	Iteration 42Q: 3 clusters Score -1.87794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18779432.000000 Penalty: 5875.722168
	Iteration 43Q: 3 clusters Score -1.877943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -18779454.000000 Penalty: 5875.722168
	Iteration 44Q: 3 clusters Score -1.877945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18779480.000000 Penalty: 5875.722168
	Iteration 45Q: 3 clusters Score -1.877948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18779502.000000 Penalty: 5875.722168
	Iteration 46Q: 3 clusters Score -1.87795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -18779502.000000 Penalty: 5875.722168
	Iteration 47Q: 3 clusters Score -1.87795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -18779520.000000 Penalty: 5875.722168
	Iteration 48Q: 3 clusters Score -1.877952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -18779528.000000 Penalty: 5875.722168
	Iteration 49Q: 3 clusters Score -1.877953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -18779518.000000 Penalty: 5875.722168
	Iteration 50Q: 3 clusters Score -1.877952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138430 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18779532.000000 Penalty: 5875.722168
	Iteration 51Q: 3 clusters Score -1.877953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138447 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -18779540.000000 Penalty: 5875.722168
	Iteration 52Q: 3 clusters Score -1.877954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18779548.000000 Penalty: 5875.722168
	Iteration 53Q: 3 clusters Score -1.877955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18779554.000000 Penalty: 5875.722168
	Iteration 54Q: 3 clusters Score -1.877955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18779558.000000 Penalty: 5875.722168
	Iteration 55Q: 3 clusters Score -1.877956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18779544.000000 Penalty: 5875.722168
	Iteration 56Q: 3 clusters Score -1.877954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18779564.000000 Penalty: 5875.722168
	Iteration 57Q: 3 clusters Score -1.877956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18779566.000000 Penalty: 5875.722168
	Iteration 58Q: 3 clusters Score -1.877957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18779562.000000 Penalty: 5875.722168
	Iteration 59Q: 3 clusters Score -1.877956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18779562.000000 Penalty: 5875.722168
	Iteration 60F: 3 clusters Score -1.877956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138537 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18779574.000000 Penalty: 5875.722168
	Iteration 61Q: 3 clusters Score -1.877957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -18779576.000000 Penalty: 5875.722168
	Iteration 62Q: 3 clusters Score -1.877958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18779590.000000 Penalty: 5875.722168
	Iteration 63Q: 3 clusters Score -1.877959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18779600.000000 Penalty: 5875.722168
	Iteration 64Q: 3 clusters Score -1.87796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -18779608.000000 Penalty: 5875.722168
	Iteration 65Q: 3 clusters Score -1.877961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18779608.000000 Penalty: 5875.722168
	Iteration 66Q: 3 clusters Score -1.877961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138583 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18779606.000000 Penalty: 5875.722168
	Iteration 67Q: 3 clusters Score -1.877961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18779606.000000 Penalty: 5875.722168
	Iteration 68Q: 3 clusters Score -1.877961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18779606.000000 Penalty: 5875.722168
	Iteration 69F: 3 clusters Score -1.877961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 4 contains 177245 members 
Mstep: Class 5 contains 52612 members 
Mstep: Class 6 contains 27275 members 
Mstep: Class 7 contains 65318 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 241757 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 148328 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 209248 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 47566 members 
Mstep: Class 19 contains 41709 members 
Mstep: Class 20 contains 139555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180236832.000000 Penalty: 73593.648438
Iteration 39Q: 22 clusters Score -1.802368e+08 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10141 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 178264 members 
Mstep: Class 5 contains 53584 members 
Mstep: Class 6 contains 28339 members 
Mstep: Class 7 contains 65218 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 239598 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 4483 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 148326 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 210616 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 48659 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 40244 members 
Mstep: Class 20 contains 140283 members 
Mstep: Class 21 contains 160672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180246848.000000 Penalty: 73593.648438
Iteration 40F: 22 clusters Score -1.802468e+08 nChanged 30779
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 177407 members 
Mstep: Class 5 contains 54378 members 
Mstep: Class 6 contains 29417 members 
Mstep: Class 7 contains 65002 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 241899 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 146597 members 
Mstep: Class 14 contains 11029 members 
Mstep: Class 15 contains 208907 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 49565 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 38548 members 
Mstep: Class 20 contains 140059 members 
Mstep: Class 21 contains 161401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180248144.000000 Penalty: 73593.648438
Iteration 41Q: 22 clusters Score -1.802481e+08 nChanged 30163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9706 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 177063 members 
Mstep: Class 5 contains 55469 members 
Mstep: Class 6 contains 30503 members 
Mstep: Class 7 contains 64853 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 240987 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 3240 members 
Mstep: Class 13 contains 145462 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 207925 members 
Mstep: Class 16 contains 20007 members 
Mstep: Class 17 contains 50610 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 37007 members 
Mstep: Class 20 contains 139893 members 
Mstep: Class 21 contains 162629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180249568.000000 Penalty: 73593.648438
Iteration 42Q: 22 clusters Score -1.802496e+08 nChanged 28532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9466 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 176809 members 
Mstep: Class 5 contains 56663 members 
Mstep: Class 6 contains 31614 members 
Mstep: Class 7 contains 64693 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 238193 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 144637 members 
Mstep: Class 14 contains 11301 members 
Mstep: Class 15 contains 207531 members 
Mstep: Class 16 contains 21420 members 
Mstep: Class 17 contains 51726 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 35626 members 
Mstep: Class 20 contains 139736 members 
Mstep: Class 21 contains 164151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180254592.000000 Penalty: 73593.648438
Iteration 43Q: 22 clusters Score -1.802546e+08 nChanged 27379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 176526 members 
Mstep: Class 5 contains 57982 members 
Mstep: Class 6 contains 32766 members 
Mstep: Class 7 contains 64535 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 234265 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 143937 members 
Mstep: Class 14 contains 11378 members 
Mstep: Class 15 contains 207409 members 
Mstep: Class 16 contains 23198 members 
Mstep: Class 17 contains 52825 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 34318 members 
Mstep: Class 20 contains 139632 members 
Mstep: Class 21 contains 165827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180260480.000000 Penalty: 73593.648438
Iteration 44Q: 22 clusters Score -1.802605e+08 nChanged 26920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8883 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 176067 members 
Mstep: Class 5 contains 59429 members 
Mstep: Class 6 contains 33831 members 
Mstep: Class 7 contains 64360 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 229792 members 
Mstep: Class 10 contains 4426 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 143249 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 207278 members 
Mstep: Class 16 contains 25479 members 
Mstep: Class 17 contains 53960 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 33045 members 
Mstep: Class 20 contains 139631 members 
Mstep: Class 21 contains 167633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180264880.000000 Penalty: 73593.648438
Iteration 45Q: 22 clusters Score -1.802649e+08 nChanged 26248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 175322 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 34851 members 
Mstep: Class 7 contains 64150 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 225056 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 142711 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 207069 members 
Mstep: Class 16 contains 28165 members 
Mstep: Class 17 contains 55089 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 31953 members 
Mstep: Class 20 contains 139560 members 
Mstep: Class 21 contains 169450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180270848.000000 Penalty: 73593.648438
Iteration 46Q: 22 clusters Score -1.802708e+08 nChanged 25302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 174446 members 
Mstep: Class 5 contains 62524 members 
Mstep: Class 6 contains 35769 members 
Mstep: Class 7 contains 63947 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 220172 members 
Mstep: Class 10 contains 4195 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 142233 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 206873 members 
Mstep: Class 16 contains 31290 members 
Mstep: Class 17 contains 56175 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 30951 members 
Mstep: Class 20 contains 139322 members 
Mstep: Class 21 contains 171221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180275792.000000 Penalty: 73593.648438
Iteration 47Q: 22 clusters Score -1.802758e+08 nChanged 24301
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7895 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 173647 members 
Mstep: Class 5 contains 64150 members 
Mstep: Class 6 contains 36526 members 
Mstep: Class 7 contains 63745 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 215550 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 141729 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 206457 members 
Mstep: Class 16 contains 34593 members 
Mstep: Class 17 contains 57306 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 30107 members 
Mstep: Class 20 contains 138991 members 
Mstep: Class 21 contains 172799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180281200.000000 Penalty: 73593.648438
Iteration 48Q: 22 clusters Score -1.802812e+08 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 173158 members 
Mstep: Class 5 contains 65811 members 
Mstep: Class 6 contains 37321 members 
Mstep: Class 7 contains 63523 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 211155 members 
Mstep: Class 10 contains 3897 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 141050 members 
Mstep: Class 14 contains 11086 members 
Mstep: Class 15 contains 206008 members 
Mstep: Class 16 contains 37813 members 
Mstep: Class 17 contains 58494 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 29353 members 
Mstep: Class 20 contains 138412 members 
Mstep: Class 21 contains 174220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180287312.000000 Penalty: 73593.648438
Iteration 49Q: 22 clusters Score -1.802873e+08 nChanged 22158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7069 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 173148 members 
Mstep: Class 5 contains 67428 members 
Mstep: Class 6 contains 38059 members 
Mstep: Class 7 contains 63341 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 207284 members 
Mstep: Class 10 contains 3773 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 140377 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 205266 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 59633 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 28640 members 
Mstep: Class 20 contains 137616 members 
Mstep: Class 21 contains 175459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292656.000000 Penalty: 73593.648438
Iteration 50Q: 22 clusters Score -1.802927e+08 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6694 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 173348 members 
Mstep: Class 5 contains 69096 members 
Mstep: Class 6 contains 38748 members 
Mstep: Class 7 contains 63161 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 203972 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 139502 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 204452 members 
Mstep: Class 16 contains 43365 members 
Mstep: Class 17 contains 60819 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 28026 members 
Mstep: Class 20 contains 136801 members 
Mstep: Class 21 contains 176444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297584.000000 Penalty: 73593.648438
Iteration 51Q: 22 clusters Score -1.802976e+08 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 173880 members 
Mstep: Class 5 contains 70702 members 
Mstep: Class 6 contains 39346 members 
Mstep: Class 7 contains 62985 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 201404 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 138573 members 
Mstep: Class 14 contains 10551 members 
Mstep: Class 15 contains 203500 members 
Mstep: Class 16 contains 45540 members 
Mstep: Class 17 contains 62048 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 27438 members 
Mstep: Class 20 contains 135896 members 
Mstep: Class 21 contains 177160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301216.000000 Penalty: 73593.648438
Iteration 52Q: 22 clusters Score -1.803012e+08 nChanged 17501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 174440 members 
Mstep: Class 5 contains 72280 members 
Mstep: Class 6 contains 39888 members 
Mstep: Class 7 contains 62789 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 199513 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 137468 members 
Mstep: Class 14 contains 10244 members 
Mstep: Class 15 contains 202612 members 
Mstep: Class 16 contains 47313 members 
Mstep: Class 17 contains 63222 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 26894 members 
Mstep: Class 20 contains 135190 members 
Mstep: Class 21 contains 177629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304720.000000 Penalty: 73593.648438
Iteration 53Q: 22 clusters Score -1.803047e+08 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5650 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 174956 members 
Mstep: Class 5 contains 73775 members 
Mstep: Class 6 contains 40424 members 
Mstep: Class 7 contains 62617 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 198137 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 136196 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 201787 members 
Mstep: Class 16 contains 48777 members 
Mstep: Class 17 contains 64343 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 26440 members 
Mstep: Class 20 contains 134618 members 
Mstep: Class 21 contains 177962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308160.000000 Penalty: 73593.648438
Iteration 54Q: 22 clusters Score -1.803082e+08 nChanged 14777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 175361 members 
Mstep: Class 5 contains 75336 members 
Mstep: Class 6 contains 40907 members 
Mstep: Class 7 contains 62476 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 197111 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 134995 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 201017 members 
Mstep: Class 16 contains 49955 members 
Mstep: Class 17 contains 65387 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 26054 members 
Mstep: Class 20 contains 134124 members 
Mstep: Class 21 contains 178042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180309920.000000 Penalty: 73593.648438
Iteration 55Q: 22 clusters Score -1.803099e+08 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 175661 members 
Mstep: Class 5 contains 76923 members 
Mstep: Class 6 contains 41373 members 
Mstep: Class 7 contains 62328 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 196309 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 133808 members 
Mstep: Class 14 contains 9249 members 
Mstep: Class 15 contains 200301 members 
Mstep: Class 16 contains 50926 members 
Mstep: Class 17 contains 66416 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 25737 members 
Mstep: Class 20 contains 133794 members 
Mstep: Class 21 contains 177931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311728.000000 Penalty: 73593.648438
Iteration 56Q: 22 clusters Score -1.803117e+08 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 175996 members 
Mstep: Class 5 contains 78498 members 
Mstep: Class 6 contains 41820 members 
Mstep: Class 7 contains 62176 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 195798 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 3024 members 
Mstep: Class 13 contains 132591 members 
Mstep: Class 14 contains 8889 members 
Mstep: Class 15 contains 199601 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 17 contains 67348 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 25462 members 
Mstep: Class 20 contains 133596 members 
Mstep: Class 21 contains 177641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180313088.000000 Penalty: 73593.648438
Iteration 57Q: 22 clusters Score -1.803131e+08 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 176189 members 
Mstep: Class 5 contains 80106 members 
Mstep: Class 6 contains 42280 members 
Mstep: Class 7 contains 62064 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 195652 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 131390 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 198877 members 
Mstep: Class 16 contains 52226 members 
Mstep: Class 17 contains 68176 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 25225 members 
Mstep: Class 20 contains 133578 members 
Mstep: Class 21 contains 177078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180314688.000000 Penalty: 73593.648438
Iteration 58Q: 22 clusters Score -1.803147e+08 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 176241 members 
Mstep: Class 5 contains 81609 members 
Mstep: Class 6 contains 42707 members 
Mstep: Class 7 contains 61937 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 195692 members 
Mstep: Class 10 contains 3299 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 130354 members 
Mstep: Class 14 contains 8187 members 
Mstep: Class 15 contains 198244 members 
Mstep: Class 16 contains 52654 members 
Mstep: Class 17 contains 68922 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 133665 members 
Mstep: Class 21 contains 176456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180315584.000000 Penalty: 73593.648438
Iteration 59Q: 22 clusters Score -1.803156e+08 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 176192 members 
Mstep: Class 5 contains 83017 members 
Mstep: Class 6 contains 43099 members 
Mstep: Class 7 contains 61787 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 195746 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 129408 members 
Mstep: Class 14 contains 7839 members 
Mstep: Class 15 contains 197791 members 
Mstep: Class 16 contains 53060 members 
Mstep: Class 17 contains 69598 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 24836 members 
Mstep: Class 20 contains 133817 members 
Mstep: Class 21 contains 175749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2599.667236 but Gain 3504.460938
Score: -180319488.000000 Penalty: 70089.187500
Iteration 60F: 21 clusters Score -1.803195e+08 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 4 contains 174971 members 
Mstep: Class 5 contains 84361 members 
Mstep: Class 6 contains 43470 members 
Mstep: Class 7 contains 61672 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 195206 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 128381 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 197253 members 
Mstep: Class 16 contains 55875 members 
Mstep: Class 17 contains 70067 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 25054 members 
Mstep: Class 20 contains 133807 members 
Mstep: Class 21 contains 174995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323712.000000 Penalty: 70089.187500
Iteration 61Q: 21 clusters Score -1.803237e+08 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 4 contains 174218 members 
Mstep: Class 5 contains 85688 members 
Mstep: Class 6 contains 43790 members 
Mstep: Class 7 contains 61514 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 194695 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 127520 members 
Mstep: Class 14 contains 7111 members 
Mstep: Class 15 contains 196739 members 
Mstep: Class 16 contains 58245 members 
Mstep: Class 17 contains 70509 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 133909 members 
Mstep: Class 21 contains 174392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326720.000000 Penalty: 70089.187500
Iteration 62Q: 21 clusters Score -1.803267e+08 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 4 contains 173801 members 
Mstep: Class 5 contains 87009 members 
Mstep: Class 6 contains 44121 members 
Mstep: Class 7 contains 61368 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 194169 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 126666 members 
Mstep: Class 14 contains 6770 members 
Mstep: Class 15 contains 196195 members 
Mstep: Class 16 contains 60311 members 
Mstep: Class 17 contains 70881 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 134081 members 
Mstep: Class 21 contains 173662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328416.000000 Penalty: 70089.187500
Iteration 63Q: 21 clusters Score -1.803284e+08 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 4 contains 173522 members 
Mstep: Class 5 contains 88289 members 
Mstep: Class 6 contains 44443 members 
Mstep: Class 7 contains 61245 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 193650 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 125851 members 
Mstep: Class 14 contains 6477 members 
Mstep: Class 15 contains 195677 members 
Mstep: Class 16 contains 62159 members 
Mstep: Class 17 contains 71235 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 23737 members 
Mstep: Class 20 contains 134265 members 
Mstep: Class 21 contains 172848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330144.000000 Penalty: 70089.187500
Iteration 64Q: 21 clusters Score -1.803301e+08 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 4 contains 173453 members 
Mstep: Class 5 contains 89455 members 
Mstep: Class 6 contains 44743 members 
Mstep: Class 7 contains 61152 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 193126 members 
Mstep: Class 10 contains 3139 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 125163 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 195199 members 
Mstep: Class 16 contains 63792 members 
Mstep: Class 17 contains 71544 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 23440 members 
Mstep: Class 20 contains 134337 members 
Mstep: Class 21 contains 171987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331088.000000 Penalty: 70089.187500
Iteration 65Q: 21 clusters Score -1.803311e+08 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 4 contains 173420 members 
Mstep: Class 5 contains 90594 members 
Mstep: Class 6 contains 45069 members 
Mstep: Class 7 contains 61064 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 192532 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 124577 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 194699 members 
Mstep: Class 16 contains 65256 members 
Mstep: Class 17 contains 71803 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 23189 members 
Mstep: Class 20 contains 134448 members 
Mstep: Class 21 contains 171160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331840.000000 Penalty: 70089.187500
Iteration 66Q: 21 clusters Score -1.803318e+08 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 4 contains 173440 members 
Mstep: Class 5 contains 91680 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 191969 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 124026 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 15 contains 194165 members 
Mstep: Class 16 contains 66585 members 
Mstep: Class 17 contains 72048 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22986 members 
Mstep: Class 20 contains 134537 members 
Mstep: Class 21 contains 170347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333600.000000 Penalty: 70089.187500
Iteration 67Q: 21 clusters Score -1.803336e+08 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 4 contains 173510 members 
Mstep: Class 5 contains 92798 members 
Mstep: Class 6 contains 45744 members 
Mstep: Class 7 contains 60916 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 191549 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 123538 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 193640 members 
Mstep: Class 16 contains 67772 members 
Mstep: Class 17 contains 72233 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22796 members 
Mstep: Class 20 contains 134588 members 
Mstep: Class 21 contains 169484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334112.000000 Penalty: 70089.187500
Iteration 68Q: 21 clusters Score -1.803341e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 4 contains 173608 members 
Mstep: Class 5 contains 93868 members 
Mstep: Class 6 contains 46057 members 
Mstep: Class 7 contains 60829 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 191166 members 
Mstep: Class 10 contains 3052 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 123138 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 193198 members 
Mstep: Class 16 contains 68875 members 
Mstep: Class 17 contains 72374 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22626 members 
Mstep: Class 20 contains 134555 members 
Mstep: Class 21 contains 168617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3416.026367 but Gain 3504.453125
Score: -180335280.000000 Penalty: 66584.734375
Iteration 69Q: 20 clusters Score -1.803353e+08 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 4 contains 173716 members 
Mstep: Class 5 contains 95049 members 
Mstep: Class 6 contains 46419 members 
Mstep: Class 7 contains 60764 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 190978 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 122795 members 
Mstep: Class 14 contains 5154 members 
Mstep: Class 15 contains 192804 members 
Mstep: Class 16 contains 69969 members 
Mstep: Class 17 contains 72522 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22537 members 
Mstep: Class 20 contains 135875 members 
Mstep: Class 21 contains 168119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338784.000000 Penalty: 66584.734375
Iteration 70Q: 20 clusters Score -1.803388e+08 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 4 contains 173650 members 
Mstep: Class 5 contains 96044 members 
Mstep: Class 6 contains 46685 members 
Mstep: Class 7 contains 60707 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 190843 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 122331 members 
Mstep: Class 14 contains 4921 members 
Mstep: Class 15 contains 192183 members 
Mstep: Class 16 contains 70880 members 
Mstep: Class 17 contains 72607 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 136416 members 
Mstep: Class 21 contains 167105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339968.000000 Penalty: 66584.734375
Iteration 71Q: 20 clusters Score -1.8034e+08 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 4 contains 173647 members 
Mstep: Class 5 contains 96995 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 60662 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 190714 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 121838 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 191601 members 
Mstep: Class 16 contains 71760 members 
Mstep: Class 17 contains 72668 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22238 members 
Mstep: Class 20 contains 136881 members 
Mstep: Class 21 contains 166114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340448.000000 Penalty: 66584.734375
Iteration 72Q: 20 clusters Score -1.803404e+08 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 4 contains 173591 members 
Mstep: Class 5 contains 97927 members 
Mstep: Class 6 contains 47232 members 
Mstep: Class 7 contains 60616 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 190572 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 121398 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 191115 members 
Mstep: Class 16 contains 72557 members 
Mstep: Class 17 contains 72726 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 22112 members 
Mstep: Class 20 contains 137356 members 
Mstep: Class 21 contains 165118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341728.000000 Penalty: 66584.734375
Iteration 73Q: 20 clusters Score -1.803417e+08 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 4 contains 173539 members 
Mstep: Class 5 contains 98836 members 
Mstep: Class 6 contains 47489 members 
Mstep: Class 7 contains 60591 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 190312 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 3004 members 
Mstep: Class 13 contains 120962 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 15 contains 190757 members 
Mstep: Class 16 contains 73299 members 
Mstep: Class 17 contains 72723 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21985 members 
Mstep: Class 20 contains 137837 members 
Mstep: Class 21 contains 164217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342240.000000 Penalty: 66584.734375
Iteration 74Q: 20 clusters Score -1.803422e+08 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 4 contains 173421 members 
Mstep: Class 5 contains 99689 members 
Mstep: Class 6 contains 47725 members 
Mstep: Class 7 contains 60570 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 189992 members 
Mstep: Class 10 contains 2875 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 120537 members 
Mstep: Class 14 contains 4133 members 
Mstep: Class 15 contains 190467 members 
Mstep: Class 16 contains 73968 members 
Mstep: Class 17 contains 72737 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21885 members 
Mstep: Class 20 contains 138370 members 
Mstep: Class 21 contains 163394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342528.000000 Penalty: 66584.734375
Iteration 75Q: 20 clusters Score -1.803425e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 4 contains 173318 members 
Mstep: Class 5 contains 100522 members 
Mstep: Class 6 contains 47961 members 
Mstep: Class 7 contains 60565 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 189621 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 120115 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 190222 members 
Mstep: Class 16 contains 74585 members 
Mstep: Class 17 contains 72749 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21806 members 
Mstep: Class 20 contains 138900 members 
Mstep: Class 21 contains 162580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342608.000000 Penalty: 66584.734375
Iteration 76Q: 20 clusters Score -1.803426e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 4 contains 173277 members 
Mstep: Class 5 contains 101292 members 
Mstep: Class 6 contains 48198 members 
Mstep: Class 7 contains 60546 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 189215 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 119718 members 
Mstep: Class 14 contains 3812 members 
Mstep: Class 15 contains 190084 members 
Mstep: Class 16 contains 75157 members 
Mstep: Class 17 contains 72719 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21754 members 
Mstep: Class 20 contains 139360 members 
Mstep: Class 21 contains 161810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342944.000000 Penalty: 66584.734375
Iteration 77Q: 20 clusters Score -1.803429e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 4 contains 173277 members 
Mstep: Class 5 contains 102032 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 60524 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 188798 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 2991 members 
Mstep: Class 13 contains 119325 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 189981 members 
Mstep: Class 16 contains 75686 members 
Mstep: Class 17 contains 72686 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21699 members 
Mstep: Class 20 contains 139735 members 
Mstep: Class 21 contains 161099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343856.000000 Penalty: 66584.734375
Iteration 78Q: 20 clusters Score -1.803439e+08 nChanged 5476
Entering ConstructFrom: 
Score: -180343856.000000 Penalty: 66584.734375
Entering ConstructFrom: 
Trying to split cluster 1 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50872.707031 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50872.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49502.605469 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49502.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49760.843750 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49760.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49925.097656 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49925.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50080.761719 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -50080.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50185.007812 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -50185.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50289.863281 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50289.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50438.292969 Penalty: 3034.576172
	Iteration 6F: 3 clusters Score -50438.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50517.648438 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -50517.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50574.457031 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -50574.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50663.636719 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -50663.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50734.335938 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -50734.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50809.742188 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -50809.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50873.984375 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -50873.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50941.222656 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -50941.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51024.453125 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -51024.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51061.429688 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -51061.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51072.062500 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -51072.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51072.062500 Penalty: 3034.576172
	Iteration 17F: 3 clusters Score -51072.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 277 members 
Mstep: Class 4 contains 173310 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 60498 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 188337 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 118955 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 189949 members 
Mstep: Class 16 contains 76152 members 
Mstep: Class 17 contains 72642 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21642 members 
Mstep: Class 20 contains 140085 members 
Mstep: Class 21 contains 160420 members 
Entering Unmasked Estep 
Score: -180342064.000000 Penalty: 70089.187500
Splitting cluster 1 changes total score from -180343856.000000 to -180342064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (173310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Entering Unmasked Estep 
Score: -23412480.000000 Penalty: 2991.583740
	Iteration 0F: 2 clusters Score -2.341248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -23306408.000000 Penalty: 5983.167480
	Iteration 0F: 3 clusters Score -2.330641e+07 nChanged 83093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -23354188.000000 Penalty: 5983.167480
	Iteration 1F: 3 clusters Score -2.335419e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -23355236.000000 Penalty: 5983.167480
	Iteration 2Q: 3 clusters Score -2.335524e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -23356358.000000 Penalty: 5983.167480
	Iteration 3Q: 3 clusters Score -2.335636e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -23358172.000000 Penalty: 5983.167480
	Iteration 4Q: 3 clusters Score -2.335817e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -23361620.000000 Penalty: 5983.167480
	Iteration 5Q: 3 clusters Score -2.336162e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -23368682.000000 Penalty: 5983.167480
	Iteration 6F: 3 clusters Score -2.336868e+07 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -23380274.000000 Penalty: 5983.167480
	Iteration 7F: 3 clusters Score -2.338027e+07 nChanged 15995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -23394028.000000 Penalty: 5983.167480
	Iteration 8F: 3 clusters Score -2.339403e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -23403006.000000 Penalty: 5983.167480
	Iteration 9F: 3 clusters Score -2.340301e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -23407246.000000 Penalty: 5983.167480
	Iteration 10Q: 3 clusters Score -2.340725e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 171852 members 
Entering Unmasked Estep 
Score: -23408860.000000 Penalty: 5983.167480
	Iteration 11Q: 3 clusters Score -2.340886e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 172603 members 
Entering Unmasked Estep 
Score: -23409352.000000 Penalty: 5983.167480
	Iteration 12Q: 3 clusters Score -2.340935e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -23409556.000000 Penalty: 5983.167480
	Iteration 13Q: 3 clusters Score -2.340956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -23409670.000000 Penalty: 5983.167480
	Iteration 14Q: 3 clusters Score -2.340967e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 172952 members 
Entering Unmasked Estep 
Score: -23409728.000000 Penalty: 5983.167480
	Iteration 15Q: 3 clusters Score -2.340973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -23409756.000000 Penalty: 5983.167480
	Iteration 16Q: 3 clusters Score -2.340976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -23409772.000000 Penalty: 5983.167480
	Iteration 17Q: 3 clusters Score -2.340977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172995 members 
Entering Unmasked Estep 
Score: -23409772.000000 Penalty: 5983.167480
	Iteration 18Q: 3 clusters Score -2.340977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -23409806.000000 Penalty: 5983.167480
	Iteration 19Q: 3 clusters Score -2.340981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -23409818.000000 Penalty: 5983.167480
	Iteration 20F: 3 clusters Score -2.340982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -23409816.000000 Penalty: 5983.167480
	Iteration 21Q: 3 clusters Score -2.340982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -23409828.000000 Penalty: 5983.167480
	Iteration 22Q: 3 clusters Score -2.340983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -23409840.000000 Penalty: 5983.167480
	Iteration 23Q: 3 clusters Score -2.340984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -23409836.000000 Penalty: 5983.167480
	Iteration 24Q: 3 clusters Score -2.340984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 173021 members 
Entering Unmasked Estep 
Score: -23409848.000000 Penalty: 5983.167480
	Iteration 25Q: 3 clusters Score -2.340985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 173025 members 
Entering Unmasked Estep 
Score: -23409840.000000 Penalty: 5983.167480
	Iteration 26Q: 3 clusters Score -2.340984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -23409864.000000 Penalty: 5983.167480
	Iteration 27Q: 3 clusters Score -2.340986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -23409864.000000 Penalty: 5983.167480
	Iteration 28Q: 3 clusters Score -2.340986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -23409864.000000 Penalty: 5983.167480
	Iteration 29F: 3 clusters Score -2.340986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Entering Unmasked Estep 
Score: -13900256.000000 Penalty: 2861.943115
	Iteration 0F: 2 clusters Score -1.390026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -13831522.000000 Penalty: 5723.886230
	Iteration 0F: 3 clusters Score -1.383152e+07 nChanged 48617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -13858712.000000 Penalty: 5723.886230
	Iteration 1F: 3 clusters Score -1.385871e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -13859398.000000 Penalty: 5723.886230
	Iteration 2Q: 3 clusters Score -1.38594e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -13860186.000000 Penalty: 5723.886230
	Iteration 3Q: 3 clusters Score -1.386019e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -13861093.000000 Penalty: 5723.886230
	Iteration 4Q: 3 clusters Score -1.386109e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -13862041.000000 Penalty: 5723.886230
	Iteration 5Q: 3 clusters Score -1.386204e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -13863325.000000 Penalty: 5723.886230
	Iteration 6Q: 3 clusters Score -1.386332e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -13864881.000000 Penalty: 5723.886230
	Iteration 7Q: 3 clusters Score -1.386488e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -13866880.000000 Penalty: 5723.886230
	Iteration 8Q: 3 clusters Score -1.386688e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -13869066.000000 Penalty: 5723.886230
	Iteration 9Q: 3 clusters Score -1.386907e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -13871751.000000 Penalty: 5723.886230
	Iteration 10Q: 3 clusters Score -1.387175e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -13874664.000000 Penalty: 5723.886230
	Iteration 11Q: 3 clusters Score -1.387466e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -13877442.000000 Penalty: 5723.886230
	Iteration 12Q: 3 clusters Score -1.387744e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -13880288.000000 Penalty: 5723.886230
	Iteration 13Q: 3 clusters Score -1.388029e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -13882554.000000 Penalty: 5723.886230
	Iteration 14Q: 3 clusters Score -1.388255e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -13884341.000000 Penalty: 5723.886230
	Iteration 15Q: 3 clusters Score -1.388434e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -13885353.000000 Penalty: 5723.886230
	Iteration 16Q: 3 clusters Score -1.388535e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -13886262.000000 Penalty: 5723.886230
	Iteration 17Q: 3 clusters Score -1.388626e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -13886928.000000 Penalty: 5723.886230
	Iteration 18Q: 3 clusters Score -1.388693e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -13887509.000000 Penalty: 5723.886230
	Iteration 19Q: 3 clusters Score -1.388751e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -13888154.000000 Penalty: 5723.886230
	Iteration 20F: 3 clusters Score -1.388815e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -13888727.000000 Penalty: 5723.886230
	Iteration 21Q: 3 clusters Score -1.388873e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -13889451.000000 Penalty: 5723.886230
	Iteration 22Q: 3 clusters Score -1.388945e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -13890174.000000 Penalty: 5723.886230
	Iteration 23Q: 3 clusters Score -1.389017e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -13891022.000000 Penalty: 5723.886230
	Iteration 24Q: 3 clusters Score -1.389102e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -13891838.000000 Penalty: 5723.886230
	Iteration 25Q: 3 clusters Score -1.389184e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -13892722.000000 Penalty: 5723.886230
	Iteration 26Q: 3 clusters Score -1.389272e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -13893559.000000 Penalty: 5723.886230
	Iteration 27Q: 3 clusters Score -1.389356e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -13894284.000000 Penalty: 5723.886230
	Iteration 28Q: 3 clusters Score -1.389428e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -13895033.000000 Penalty: 5723.886230
	Iteration 29Q: 3 clusters Score -1.389503e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -13895687.000000 Penalty: 5723.886230
	Iteration 30Q: 3 clusters Score -1.389569e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -13896279.000000 Penalty: 5723.886230
	Iteration 31Q: 3 clusters Score -1.389628e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13896651.000000 Penalty: 5723.886230
	Iteration 32Q: 3 clusters Score -1.389665e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -13896998.000000 Penalty: 5723.886230
	Iteration 33Q: 3 clusters Score -1.3897e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -13897164.000000 Penalty: 5723.886230
	Iteration 34Q: 3 clusters Score -1.389716e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13897314.000000 Penalty: 5723.886230
	Iteration 35Q: 3 clusters Score -1.389731e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13897419.000000 Penalty: 5723.886230
	Iteration 36Q: 3 clusters Score -1.389742e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13897508.000000 Penalty: 5723.886230
	Iteration 37Q: 3 clusters Score -1.389751e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13897566.000000 Penalty: 5723.886230
	Iteration 38Q: 3 clusters Score -1.389757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13897655.000000 Penalty: 5723.886230
	Iteration 39Q: 3 clusters Score -1.389766e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13897686.000000 Penalty: 5723.886230
	Iteration 40F: 3 clusters Score -1.389769e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13897714.000000 Penalty: 5723.886230
	Iteration 41Q: 3 clusters Score -1.389771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13897745.000000 Penalty: 5723.886230
	Iteration 42Q: 3 clusters Score -1.389774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13897766.000000 Penalty: 5723.886230
	Iteration 43Q: 3 clusters Score -1.389777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13897792.000000 Penalty: 5723.886230
	Iteration 44Q: 3 clusters Score -1.389779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13897801.000000 Penalty: 5723.886230
	Iteration 45Q: 3 clusters Score -1.38978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13897814.000000 Penalty: 5723.886230
	Iteration 46Q: 3 clusters Score -1.389781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13897823.000000 Penalty: 5723.886230
	Iteration 47Q: 3 clusters Score -1.389782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13897835.000000 Penalty: 5723.886230
	Iteration 48Q: 3 clusters Score -1.389784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13897838.000000 Penalty: 5723.886230
	Iteration 49Q: 3 clusters Score -1.389784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13897843.000000 Penalty: 5723.886230
	Iteration 50Q: 3 clusters Score -1.389784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13897830.000000 Penalty: 5723.886230
	Iteration 51Q: 3 clusters Score -1.389783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13897847.000000 Penalty: 5723.886230
	Iteration 52Q: 3 clusters Score -1.389785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13897855.000000 Penalty: 5723.886230
	Iteration 53Q: 3 clusters Score -1.389786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -13897860.000000 Penalty: 5723.886230
	Iteration 54Q: 3 clusters Score -1.389786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13897858.000000 Penalty: 5723.886230
	Iteration 55Q: 3 clusters Score -1.389786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13897849.000000 Penalty: 5723.886230
	Iteration 56Q: 3 clusters Score -1.389785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13897852.000000 Penalty: 5723.886230
	Iteration 57Q: 3 clusters Score -1.389785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13897868.000000 Penalty: 5723.886230
	Iteration 58Q: 3 clusters Score -1.389787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13897882.000000 Penalty: 5723.886230
	Iteration 59Q: 3 clusters Score -1.389788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13897873.000000 Penalty: 5723.886230
	Iteration 60F: 3 clusters Score -1.389787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13897878.000000 Penalty: 5723.886230
	Iteration 61Q: 3 clusters Score -1.389788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13897883.000000 Penalty: 5723.886230
	Iteration 62Q: 3 clusters Score -1.389788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13897886.000000 Penalty: 5723.886230
	Iteration 63Q: 3 clusters Score -1.389789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13897886.000000 Penalty: 5723.886230
	Iteration 64Q: 3 clusters Score -1.389789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13897886.000000 Penalty: 5723.886230
	Iteration 65Q: 3 clusters Score -1.389789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13897895.000000 Penalty: 5723.886230
	Iteration 66Q: 3 clusters Score -1.38979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13897899.000000 Penalty: 5723.886230
	Iteration 67Q: 3 clusters Score -1.38979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13897901.000000 Penalty: 5723.886230
	Iteration 68Q: 3 clusters Score -1.38979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13897901.000000 Penalty: 5723.886230
	Iteration 69F: 3 clusters Score -1.38979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Entering Unmasked Estep 
Score: -6613723.500000 Penalty: 2676.659668
	Iteration 0F: 2 clusters Score -6613724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -6580927.500000 Penalty: 5353.319336
	Iteration 0F: 3 clusters Score -6580928 nChanged 22378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -6593081.500000 Penalty: 5353.319336
	Iteration 1F: 3 clusters Score -6593082 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -6593506.000000 Penalty: 5353.319336
	Iteration 2Q: 3 clusters Score -6593506 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6593868.000000 Penalty: 5353.319336
	Iteration 3Q: 3 clusters Score -6593868 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -6594251.500000 Penalty: 5353.319336
	Iteration 4Q: 3 clusters Score -6594252 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6594531.000000 Penalty: 5353.319336
	Iteration 5Q: 3 clusters Score -6594531 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6594805.000000 Penalty: 5353.319336
	Iteration 6Q: 3 clusters Score -6594805 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6595096.000000 Penalty: 5353.319336
	Iteration 7Q: 3 clusters Score -6595096 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6595472.500000 Penalty: 5353.319336
	Iteration 8Q: 3 clusters Score -6595472 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -6595915.000000 Penalty: 5353.319336
	Iteration 9Q: 3 clusters Score -6595915 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -6596567.500000 Penalty: 5353.319336
	Iteration 10Q: 3 clusters Score -6596568 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -6597578.500000 Penalty: 5353.319336
	Iteration 11Q: 3 clusters Score -6597578 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -6599301.500000 Penalty: 5353.319336
	Iteration 12F: 3 clusters Score -6599302 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -6601701.500000 Penalty: 5353.319336
	Iteration 13F: 3 clusters Score -6601702 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -6604487.000000 Penalty: 5353.319336
	Iteration 14F: 3 clusters Score -6604487 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -6607037.500000 Penalty: 5353.319336
	Iteration 15F: 3 clusters Score -6607038 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6608751.500000 Penalty: 5353.319336
	Iteration 16Q: 3 clusters Score -6608752 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6609937.000000 Penalty: 5353.319336
	Iteration 17Q: 3 clusters Score -6609937 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6610607.000000 Penalty: 5353.319336
	Iteration 18Q: 3 clusters Score -6610607 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6610935.500000 Penalty: 5353.319336
	Iteration 19Q: 3 clusters Score -6610936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6611120.500000 Penalty: 5353.319336
	Iteration 20F: 3 clusters Score -6611120 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6611201.000000 Penalty: 5353.319336
	Iteration 21Q: 3 clusters Score -6611201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6611249.500000 Penalty: 5353.319336
	Iteration 22Q: 3 clusters Score -6611250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6611285.000000 Penalty: 5353.319336
	Iteration 23Q: 3 clusters Score -6611285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6611308.000000 Penalty: 5353.319336
	Iteration 24Q: 3 clusters Score -6611308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6611333.500000 Penalty: 5353.319336
	Iteration 25Q: 3 clusters Score -6611334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6611337.500000 Penalty: 5353.319336
	Iteration 26Q: 3 clusters Score -6611338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6611348.500000 Penalty: 5353.319336
	Iteration 27Q: 3 clusters Score -6611348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6611352.500000 Penalty: 5353.319336
	Iteration 28Q: 3 clusters Score -6611352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6611358.000000 Penalty: 5353.319336
	Iteration 29Q: 3 clusters Score -6611358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6611365.000000 Penalty: 5353.319336
	Iteration 30Q: 3 clusters Score -6611365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6611367.500000 Penalty: 5353.319336
	Iteration 31Q: 3 clusters Score -6611368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6611385.000000 Penalty: 5353.319336
	Iteration 32Q: 3 clusters Score -6611385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6611398.000000 Penalty: 5353.319336
	Iteration 33Q: 3 clusters Score -6611398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6611400.000000 Penalty: 5353.319336
	Iteration 34Q: 3 clusters Score -6611400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6611400.000000 Penalty: 5353.319336
	Iteration 35Q: 3 clusters Score -6611400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6611405.500000 Penalty: 5353.319336
	Iteration 36Q: 3 clusters Score -6611406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6611407.000000 Penalty: 5353.319336
	Iteration 37Q: 3 clusters Score -6611407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6611404.500000 Penalty: 5353.319336
	Iteration 38Q: 3 clusters Score -6611404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6611405.000000 Penalty: 5353.319336
	Iteration 39Q: 3 clusters Score -6611405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6611406.500000 Penalty: 5353.319336
	Iteration 40F: 3 clusters Score -6611406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Entering Unmasked Estep 
Score: -7871550.000000 Penalty: 2730.570557
	Iteration 0F: 2 clusters Score -7871550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -7830790.500000 Penalty: 5461.141113
	Iteration 0F: 3 clusters Score -7830790 nChanged 28204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7846323.500000 Penalty: 5461.141113
	Iteration 1F: 3 clusters Score -7846324 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7846784.500000 Penalty: 5461.141113
	Iteration 2Q: 3 clusters Score -7846784 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -7847222.000000 Penalty: 5461.141113
	Iteration 3Q: 3 clusters Score -7847222 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -7847643.500000 Penalty: 5461.141113
	Iteration 4Q: 3 clusters Score -7847644 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -7848097.000000 Penalty: 5461.141113
	Iteration 5Q: 3 clusters Score -7848097 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7848594.500000 Penalty: 5461.141113
	Iteration 6Q: 3 clusters Score -7848594 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -7849317.000000 Penalty: 5461.141113
	Iteration 7Q: 3 clusters Score -7849317 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -7850374.500000 Penalty: 5461.141113
	Iteration 8Q: 3 clusters Score -7850374 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -7851906.500000 Penalty: 5461.141113
	Iteration 9Q: 3 clusters Score -7851906 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -7854118.000000 Penalty: 5461.141113
	Iteration 10Q: 3 clusters Score -7854118 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -7857101.000000 Penalty: 5461.141113
	Iteration 11F: 3 clusters Score -7857101 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -7860311.000000 Penalty: 5461.141113
	Iteration 12F: 3 clusters Score -7860311 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -7863036.000000 Penalty: 5461.141113
	Iteration 13F: 3 clusters Score -7863036 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -7864960.000000 Penalty: 5461.141113
	Iteration 14Q: 3 clusters Score -7864960 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -7866198.500000 Penalty: 5461.141113
	Iteration 15Q: 3 clusters Score -7866198 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7866993.500000 Penalty: 5461.141113
	Iteration 16Q: 3 clusters Score -7866994 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -7867535.000000 Penalty: 5461.141113
	Iteration 17Q: 3 clusters Score -7867535 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7867902.000000 Penalty: 5461.141113
	Iteration 18Q: 3 clusters Score -7867902 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7868196.000000 Penalty: 5461.141113
	Iteration 19Q: 3 clusters Score -7868196 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -7868459.500000 Penalty: 5461.141113
	Iteration 20F: 3 clusters Score -7868460 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -7868680.000000 Penalty: 5461.141113
	Iteration 21Q: 3 clusters Score -7868680 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7868840.500000 Penalty: 5461.141113
	Iteration 22Q: 3 clusters Score -7868840 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7868936.500000 Penalty: 5461.141113
	Iteration 23Q: 3 clusters Score -7868936 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7869041.000000 Penalty: 5461.141113
	Iteration 24Q: 3 clusters Score -7869041 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7869115.000000 Penalty: 5461.141113
	Iteration 25Q: 3 clusters Score -7869115 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7869174.500000 Penalty: 5461.141113
	Iteration 26Q: 3 clusters Score -7869174 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7869193.500000 Penalty: 5461.141113
	Iteration 27Q: 3 clusters Score -7869194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7869216.500000 Penalty: 5461.141113
	Iteration 28Q: 3 clusters Score -7869216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7869252.000000 Penalty: 5461.141113
	Iteration 29Q: 3 clusters Score -7869252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7869275.000000 Penalty: 5461.141113
	Iteration 30Q: 3 clusters Score -7869275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7869315.000000 Penalty: 5461.141113
	Iteration 31Q: 3 clusters Score -7869315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7869333.500000 Penalty: 5461.141113
	Iteration 32Q: 3 clusters Score -7869334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7869340.500000 Penalty: 5461.141113
	Iteration 33Q: 3 clusters Score -7869340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7869344.500000 Penalty: 5461.141113
	Iteration 34Q: 3 clusters Score -7869344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7869353.500000 Penalty: 5461.141113
	Iteration 35Q: 3 clusters Score -7869354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7869375.000000 Penalty: 5461.141113
	Iteration 36Q: 3 clusters Score -7869375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7869377.500000 Penalty: 5461.141113
	Iteration 37Q: 3 clusters Score -7869378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7869374.500000 Penalty: 5461.141113
	Iteration 38Q: 3 clusters Score -7869374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7869385.000000 Penalty: 5461.141113
	Iteration 39Q: 3 clusters Score -7869385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7869405.500000 Penalty: 5461.141113
	Iteration 40F: 3 clusters Score -7869406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7869415.000000 Penalty: 5461.141113
	Iteration 41Q: 3 clusters Score -7869415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7869431.000000 Penalty: 5461.141113
	Iteration 42Q: 3 clusters Score -7869431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7869443.000000 Penalty: 5461.141113
	Iteration 43Q: 3 clusters Score -7869443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7869462.000000 Penalty: 5461.141113
	Iteration 44Q: 3 clusters Score -7869462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7869479.500000 Penalty: 5461.141113
	Iteration 45Q: 3 clusters Score -7869480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7869472.500000 Penalty: 5461.141113
	Iteration 46Q: 3 clusters Score -7869472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7869474.500000 Penalty: 5461.141113
	Iteration 47Q: 3 clusters Score -7869474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7869476.000000 Penalty: 5461.141113
	Iteration 48Q: 3 clusters Score -7869476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7869493.000000 Penalty: 5461.141113
	Iteration 49Q: 3 clusters Score -7869493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7869507.000000 Penalty: 5461.141113
	Iteration 50Q: 3 clusters Score -7869507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7869504.500000 Penalty: 5461.141113
	Iteration 51Q: 3 clusters Score -7869504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7869513.000000 Penalty: 5461.141113
	Iteration 52Q: 3 clusters Score -7869513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7869520.500000 Penalty: 5461.141113
	Iteration 53Q: 3 clusters Score -7869520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7869532.500000 Penalty: 5461.141113
	Iteration 54Q: 3 clusters Score -7869532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7869516.000000 Penalty: 5461.141113
	Iteration 55Q: 3 clusters Score -7869516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7869511.000000 Penalty: 5461.141113
	Iteration 56Q: 3 clusters Score -7869511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7869526.000000 Penalty: 5461.141113
	Iteration 57Q: 3 clusters Score -7869526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7869537.000000 Penalty: 5461.141113
	Iteration 58Q: 3 clusters Score -7869537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7869547.000000 Penalty: 5461.141113
	Iteration 59Q: 3 clusters Score -7869547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7869549.500000 Penalty: 5461.141113
	Iteration 60F: 3 clusters Score -7869550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7869539.500000 Penalty: 5461.141113
	Iteration 61Q: 3 clusters Score -7869540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7869552.500000 Penalty: 5461.141113
	Iteration 62Q: 3 clusters Score -7869552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7869556.000000 Penalty: 5461.141113
	Iteration 63Q: 3 clusters Score -7869556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7869562.500000 Penalty: 5461.141113
	Iteration 64Q: 3 clusters Score -7869562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7869563.000000 Penalty: 5461.141113
	Iteration 65Q: 3 clusters Score -7869563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7869563.000000 Penalty: 5461.141113
	Iteration 66Q: 3 clusters Score -7869563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7869568.000000 Penalty: 5461.141113
	Iteration 67Q: 3 clusters Score -7869568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7869570.500000 Penalty: 5461.141113
	Iteration 68Q: 3 clusters Score -7869570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7869567.000000 Penalty: 5461.141113
	Iteration 69Q: 3 clusters Score -7869567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7869561.000000 Penalty: 5461.141113
	Iteration 70Q: 3 clusters Score -7869561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7869567.000000 Penalty: 5461.141113
	Iteration 71Q: 3 clusters Score -7869567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7869564.500000 Penalty: 5461.141113
	Iteration 72Q: 3 clusters Score -7869564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7869565.000000 Penalty: 5461.141113
	Iteration 73Q: 3 clusters Score -7869565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7869570.000000 Penalty: 5461.141113
	Iteration 74Q: 3 clusters Score -7869570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7869565.500000 Penalty: 5461.141113
	Iteration 75Q: 3 clusters Score -7869566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7869559.000000 Penalty: 5461.141113
	Iteration 76Q: 3 clusters Score -7869559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7869566.000000 Penalty: 5461.141113
	Iteration 77Q: 3 clusters Score -7869566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7869570.500000 Penalty: 5461.141113
	Iteration 78Q: 3 clusters Score -7869570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7869570.500000 Penalty: 5461.141113
	Iteration 79F: 3 clusters Score -7869570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -221097.187500 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -221097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218646.781250 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -218646.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219418.218750 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -219418.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -220239.140625 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -220239.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -221253.203125 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -221253.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -221941.921875 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -221941.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -222400.000000 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -222400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222512.375000 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -222512.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222570.203125 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -222570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222581.406250 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -222581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222585.250000 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -222585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222592.281250 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -222592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222598.093750 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -222598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -222602.156250 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -222602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222603.843750 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -222603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -222605.265625 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -222605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222607.062500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -222607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -222607.406250 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -222607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222607.890625 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -222607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222607.890625 Penalty: 3730.304932
	Iteration 18F: 3 clusters Score -222607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 4 contains 173310 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 60498 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 188337 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 118955 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 189949 members 
Mstep: Class 16 contains 76152 members 
Mstep: Class 17 contains 72642 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 21642 members 
Mstep: Class 20 contains 140085 members 
Mstep: Class 21 contains 160420 members 
Entering Unmasked Estep 
Score: -180344256.000000 Penalty: 70089.187500
Splitting cluster 8 changes total score from -180343856.000000 to -180344256.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (188337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188337 members 
Entering Unmasked Estep 
Score: -25364510.000000 Penalty: 3012.205078
	Iteration 0F: 2 clusters Score -2.536451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -25240842.000000 Penalty: 6024.410156
	Iteration 0F: 3 clusters Score -2.524084e+07 nChanged 90480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -25292562.000000 Penalty: 6024.410156
	Iteration 1F: 3 clusters Score -2.529256e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -25293372.000000 Penalty: 6024.410156
	Iteration 2Q: 3 clusters Score -2.529337e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -25294228.000000 Penalty: 6024.410156
	Iteration 3Q: 3 clusters Score -2.529423e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -25295186.000000 Penalty: 6024.410156
	Iteration 4Q: 3 clusters Score -2.529519e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -25296302.000000 Penalty: 6024.410156
	Iteration 5Q: 3 clusters Score -2.52963e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -25297724.000000 Penalty: 6024.410156
	Iteration 6Q: 3 clusters Score -2.529772e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -25300234.000000 Penalty: 6024.410156
	Iteration 7Q: 3 clusters Score -2.530023e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -25304210.000000 Penalty: 6024.410156
	Iteration 8Q: 3 clusters Score -2.530421e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -25310422.000000 Penalty: 6024.410156
	Iteration 9F: 3 clusters Score -2.531042e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -25318952.000000 Penalty: 6024.410156
	Iteration 10F: 3 clusters Score -2.531895e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -25328662.000000 Penalty: 6024.410156
	Iteration 11F: 3 clusters Score -2.532866e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -25336920.000000 Penalty: 6024.410156
	Iteration 12F: 3 clusters Score -2.533692e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -25343250.000000 Penalty: 6024.410156
	Iteration 13Q: 3 clusters Score -2.534325e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -25347448.000000 Penalty: 6024.410156
	Iteration 14Q: 3 clusters Score -2.534745e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 164388 members 
Entering Unmasked Estep 
Score: -25350108.000000 Penalty: 6024.410156
	Iteration 15Q: 3 clusters Score -2.535011e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -25352168.000000 Penalty: 6024.410156
	Iteration 16Q: 3 clusters Score -2.535217e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 169255 members 
Entering Unmasked Estep 
Score: -25353614.000000 Penalty: 6024.410156
	Iteration 17Q: 3 clusters Score -2.535361e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -25355154.000000 Penalty: 6024.410156
	Iteration 18Q: 3 clusters Score -2.535515e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -25356368.000000 Penalty: 6024.410156
	Iteration 19Q: 3 clusters Score -2.535637e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 174754 members 
Entering Unmasked Estep 
Score: -25357562.000000 Penalty: 6024.410156
	Iteration 20F: 3 clusters Score -2.535756e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 176387 members 
Entering Unmasked Estep 
Score: -25358328.000000 Penalty: 6024.410156
	Iteration 21Q: 3 clusters Score -2.535833e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -25359178.000000 Penalty: 6024.410156
	Iteration 22Q: 3 clusters Score -2.535918e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -25359650.000000 Penalty: 6024.410156
	Iteration 23Q: 3 clusters Score -2.535965e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 180723 members 
Entering Unmasked Estep 
Score: -25360188.000000 Penalty: 6024.410156
	Iteration 24Q: 3 clusters Score -2.536019e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 181902 members 
Entering Unmasked Estep 
Score: -25360700.000000 Penalty: 6024.410156
	Iteration 25Q: 3 clusters Score -2.53607e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -25361094.000000 Penalty: 6024.410156
	Iteration 26Q: 3 clusters Score -2.536109e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -25361292.000000 Penalty: 6024.410156
	Iteration 27Q: 3 clusters Score -2.536129e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 184544 members 
Entering Unmasked Estep 
Score: -25361516.000000 Penalty: 6024.410156
	Iteration 28Q: 3 clusters Score -2.536152e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -25361598.000000 Penalty: 6024.410156
	Iteration 29Q: 3 clusters Score -2.53616e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 185702 members 
Entering Unmasked Estep 
Score: -25361762.000000 Penalty: 6024.410156
	Iteration 30Q: 3 clusters Score -2.536176e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 186115 members 
Entering Unmasked Estep 
Score: -25361818.000000 Penalty: 6024.410156
	Iteration 31Q: 3 clusters Score -2.536182e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 186461 members 
Entering Unmasked Estep 
Score: -25361888.000000 Penalty: 6024.410156
	Iteration 32Q: 3 clusters Score -2.536189e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 186727 members 
Entering Unmasked Estep 
Score: -25361984.000000 Penalty: 6024.410156
	Iteration 33Q: 3 clusters Score -2.536198e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -25362050.000000 Penalty: 6024.410156
	Iteration 34Q: 3 clusters Score -2.536205e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 187061 members 
Entering Unmasked Estep 
Score: -25362078.000000 Penalty: 6024.410156
	Iteration 35Q: 3 clusters Score -2.536208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 187173 members 
Entering Unmasked Estep 
Score: -25362108.000000 Penalty: 6024.410156
	Iteration 36Q: 3 clusters Score -2.536211e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 187261 members 
Entering Unmasked Estep 
Score: -25362122.000000 Penalty: 6024.410156
	Iteration 37Q: 3 clusters Score -2.536212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -25362136.000000 Penalty: 6024.410156
	Iteration 38Q: 3 clusters Score -2.536214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 187366 members 
Entering Unmasked Estep 
Score: -25362172.000000 Penalty: 6024.410156
	Iteration 39Q: 3 clusters Score -2.536217e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -25362144.000000 Penalty: 6024.410156
	Iteration 40F: 3 clusters Score -2.536214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 187441 members 
Entering Unmasked Estep 
Score: -25362150.000000 Penalty: 6024.410156
	Iteration 41Q: 3 clusters Score -2.536215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 187468 members 
Entering Unmasked Estep 
Score: -25362156.000000 Penalty: 6024.410156
	Iteration 42Q: 3 clusters Score -2.536216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 187490 members 
Entering Unmasked Estep 
Score: -25362176.000000 Penalty: 6024.410156
	Iteration 43Q: 3 clusters Score -2.536218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -25362168.000000 Penalty: 6024.410156
	Iteration 44Q: 3 clusters Score -2.536217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 187526 members 
Entering Unmasked Estep 
Score: -25362156.000000 Penalty: 6024.410156
	Iteration 45Q: 3 clusters Score -2.536216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 187534 members 
Entering Unmasked Estep 
Score: -25362158.000000 Penalty: 6024.410156
	Iteration 46Q: 3 clusters Score -2.536216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 187542 members 
Entering Unmasked Estep 
Score: -25362142.000000 Penalty: 6024.410156
	Iteration 47Q: 3 clusters Score -2.536214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -25362136.000000 Penalty: 6024.410156
	Iteration 48Q: 3 clusters Score -2.536214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 187559 members 
Entering Unmasked Estep 
Score: -25362138.000000 Penalty: 6024.410156
	Iteration 49Q: 3 clusters Score -2.536214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 187565 members 
Entering Unmasked Estep 
Score: -25362142.000000 Penalty: 6024.410156
	Iteration 50Q: 3 clusters Score -2.536214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 187574 members 
Entering Unmasked Estep 
Score: -25362152.000000 Penalty: 6024.410156
	Iteration 51Q: 3 clusters Score -2.536215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 187582 members 
Entering Unmasked Estep 
Score: -25362142.000000 Penalty: 6024.410156
	Iteration 52Q: 3 clusters Score -2.536214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 187587 members 
Entering Unmasked Estep 
Score: -25362118.000000 Penalty: 6024.410156
	Iteration 53Q: 3 clusters Score -2.536212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 187589 members 
Entering Unmasked Estep 
Score: -25362120.000000 Penalty: 6024.410156
	Iteration 54Q: 3 clusters Score -2.536212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 187591 members 
Entering Unmasked Estep 
Score: -25362120.000000 Penalty: 6024.410156
	Iteration 55Q: 3 clusters Score -2.536212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 187598 members 
Entering Unmasked Estep 
Score: -25362126.000000 Penalty: 6024.410156
	Iteration 56Q: 3 clusters Score -2.536213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 187608 members 
Entering Unmasked Estep 
Score: -25362140.000000 Penalty: 6024.410156
	Iteration 57Q: 3 clusters Score -2.536214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 187616 members 
Entering Unmasked Estep 
Score: -25362144.000000 Penalty: 6024.410156
	Iteration 58Q: 3 clusters Score -2.536214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 187620 members 
Entering Unmasked Estep 
Score: -25362140.000000 Penalty: 6024.410156
	Iteration 59Q: 3 clusters Score -2.536214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 187625 members 
Entering Unmasked Estep 
Score: -25362110.000000 Penalty: 6024.410156
	Iteration 60F: 3 clusters Score -2.536211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -25362128.000000 Penalty: 6024.410156
	Iteration 61Q: 3 clusters Score -2.536213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 187632 members 
Entering Unmasked Estep 
Score: -25362134.000000 Penalty: 6024.410156
	Iteration 62Q: 3 clusters Score -2.536213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 187641 members 
Entering Unmasked Estep 
Score: -25362140.000000 Penalty: 6024.410156
	Iteration 63Q: 3 clusters Score -2.536214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 187648 members 
Entering Unmasked Estep 
Score: -25362134.000000 Penalty: 6024.410156
	Iteration 64Q: 3 clusters Score -2.536213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 187651 members 
Entering Unmasked Estep 
Score: -25362156.000000 Penalty: 6024.410156
	Iteration 65Q: 3 clusters Score -2.536216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 187659 members 
Entering Unmasked Estep 
Score: -25362164.000000 Penalty: 6024.410156
	Iteration 66Q: 3 clusters Score -2.536216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -25362158.000000 Penalty: 6024.410156
	Iteration 67Q: 3 clusters Score -2.536216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 187669 members 
Entering Unmasked Estep 
Score: -25362160.000000 Penalty: 6024.410156
	Iteration 68Q: 3 clusters Score -2.536216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 187676 members 
Entering Unmasked Estep 
Score: -25362168.000000 Penalty: 6024.410156
	Iteration 69Q: 3 clusters Score -2.536217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 187683 members 
Entering Unmasked Estep 
Score: -25362184.000000 Penalty: 6024.410156
	Iteration 70Q: 3 clusters Score -2.536218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 187690 members 
Entering Unmasked Estep 
Score: -25362194.000000 Penalty: 6024.410156
	Iteration 71Q: 3 clusters Score -2.536219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 187693 members 
Entering Unmasked Estep 
Score: -25362174.000000 Penalty: 6024.410156
	Iteration 72Q: 3 clusters Score -2.536217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 187696 members 
Entering Unmasked Estep 
Score: -25362184.000000 Penalty: 6024.410156
	Iteration 73Q: 3 clusters Score -2.536218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -25362190.000000 Penalty: 6024.410156
	Iteration 74Q: 3 clusters Score -2.536219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 187700 members 
Entering Unmasked Estep 
Score: -25362192.000000 Penalty: 6024.410156
	Iteration 75Q: 3 clusters Score -2.536219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 187701 members 
Entering Unmasked Estep 
Score: -25362202.000000 Penalty: 6024.410156
	Iteration 76Q: 3 clusters Score -2.53622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 187702 members 
Entering Unmasked Estep 
Score: -25362210.000000 Penalty: 6024.410156
	Iteration 77Q: 3 clusters Score -2.536221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 187702 members 
Entering Unmasked Estep 
Score: -25362204.000000 Penalty: 6024.410156
	Iteration 78Q: 3 clusters Score -2.53622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 187702 members 
Entering Unmasked Estep 
Score: -25362222.000000 Penalty: 6024.410156
	Iteration 79Q: 3 clusters Score -2.536222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 187705 members 
Entering Unmasked Estep 
Score: -25362224.000000 Penalty: 6024.410156
	Iteration 80F: 3 clusters Score -2.536222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 187706 members 
Entering Unmasked Estep 
Score: -25362218.000000 Penalty: 6024.410156
	Iteration 81Q: 3 clusters Score -2.536222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 187707 members 
Entering Unmasked Estep 
Score: -25362210.000000 Penalty: 6024.410156
	Iteration 82Q: 3 clusters Score -2.536221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 187708 members 
Entering Unmasked Estep 
Score: -25362216.000000 Penalty: 6024.410156
	Iteration 83Q: 3 clusters Score -2.536222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -25362222.000000 Penalty: 6024.410156
	Iteration 84Q: 3 clusters Score -2.536222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -25362222.000000 Penalty: 6024.410156
	Iteration 85F: 3 clusters Score -2.536222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -394469.843750 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -394469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -391313.625000 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -391313.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -391917.593750 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -391917.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -392046.531250 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -392046.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -392113.593750 Penalty: 3937.999512
	Iteration 3Q: 3 clusters Score -392113.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -392153.718750 Penalty: 3937.999512
	Iteration 4Q: 3 clusters Score -392153.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -392186.781250 Penalty: 3937.999512
	Iteration 5Q: 3 clusters Score -392186.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -392203.593750 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -392203.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -392217.093750 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -392217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -392228.781250 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -392228.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -392236.218750 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -392236.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -392248.343750 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -392248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -392259.062500 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -392259.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -392267.000000 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -392267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -392273.218750 Penalty: 3937.999512
	Iteration 13Q: 3 clusters Score -392273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -392284.343750 Penalty: 3937.999512
	Iteration 14Q: 3 clusters Score -392284.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -392291.500000 Penalty: 3937.999512
	Iteration 15Q: 3 clusters Score -392291.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -392298.906250 Penalty: 3937.999512
	Iteration 16Q: 3 clusters Score -392298.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -392308.343750 Penalty: 3937.999512
	Iteration 17Q: 3 clusters Score -392308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -392316.093750 Penalty: 3937.999512
	Iteration 18Q: 3 clusters Score -392316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -392320.812500 Penalty: 3937.999512
	Iteration 19Q: 3 clusters Score -392320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -392323.343750 Penalty: 3937.999512
	Iteration 20F: 3 clusters Score -392323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -392324.531250 Penalty: 3937.999512
	Iteration 21Q: 3 clusters Score -392324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -392326.312500 Penalty: 3937.999512
	Iteration 22Q: 3 clusters Score -392326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -392326.312500 Penalty: 3937.999512
	Iteration 23Q: 3 clusters Score -392326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -392326.968750 Penalty: 3937.999512
	Iteration 24Q: 3 clusters Score -392327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -392327.968750 Penalty: 3937.999512
	Iteration 25Q: 3 clusters Score -392328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -392328.187500 Penalty: 3937.999512
	Iteration 26Q: 3 clusters Score -392328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -392328.156250 Penalty: 3937.999512
	Iteration 27Q: 3 clusters Score -392328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -392328.156250 Penalty: 3937.999512
	Iteration 28F: 3 clusters Score -392328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -573808.062500 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -573808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -569576.375000 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -569576.4 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -570574.375000 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -570574.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -570853.812500 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -570853.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -571079.312500 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -571079.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -571239.000000 Penalty: 4172.048828
	Iteration 4F: 3 clusters Score -571239 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -571353.750000 Penalty: 4172.048828
	Iteration 5Q: 3 clusters Score -571353.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -571433.437500 Penalty: 4172.048828
	Iteration 6Q: 3 clusters Score -571433.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -571504.312500 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -571504.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -571560.875000 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -571560.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -571601.375000 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -571601.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -571627.625000 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -571627.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -571651.000000 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -571651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -571666.062500 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -571666.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -571693.125000 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -571693.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -571725.000000 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -571725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -571761.312500 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -571761.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -571794.437500 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -571794.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -571835.562500 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -571835.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -571871.250000 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -571871.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -571903.437500 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -571903.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -571926.437500 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -571926.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -571946.562500 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -571946.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -571965.062500 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -571965.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -571979.750000 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -571979.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -571999.875000 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -571999.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -572019.125000 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -572019.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -572030.750000 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -572030.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -572045.250000 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -572045.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -572061.750000 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -572061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -572075.875000 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -572075.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -572093.750000 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -572093.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -572118.687500 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -572118.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -572137.750000 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -572137.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -572155.625000 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -572155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -572170.687500 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -572170.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -572182.312500 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -572182.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -572192.437500 Penalty: 4172.048828
	Iteration 36Q: 3 clusters Score -572192.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -572197.625000 Penalty: 4172.048828
	Iteration 37Q: 3 clusters Score -572197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -572203.500000 Penalty: 4172.048828
	Iteration 38Q: 3 clusters Score -572203.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -572207.812500 Penalty: 4172.048828
	Iteration 39Q: 3 clusters Score -572207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -572210.750000 Penalty: 4172.048828
	Iteration 40F: 3 clusters Score -572210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -572215.187500 Penalty: 4172.048828
	Iteration 41Q: 3 clusters Score -572215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -572220.000000 Penalty: 4172.048828
	Iteration 42Q: 3 clusters Score -572220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -572222.000000 Penalty: 4172.048828
	Iteration 43Q: 3 clusters Score -572222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -572224.812500 Penalty: 4172.048828
	Iteration 44Q: 3 clusters Score -572224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -572227.187500 Penalty: 4172.048828
	Iteration 45Q: 3 clusters Score -572227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -572227.187500 Penalty: 4172.048828
	Iteration 46Q: 3 clusters Score -572227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -572229.062500 Penalty: 4172.048828
	Iteration 47Q: 3 clusters Score -572229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -572229.875000 Penalty: 4172.048828
	Iteration 48Q: 3 clusters Score -572229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -572229.875000 Penalty: 4172.048828
	Iteration 49F: 3 clusters Score -572229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -395854.375000 Penalty: 1984.253052
	Iteration 0F: 2 clusters Score -395854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -392594.437500 Penalty: 3968.506104
	Iteration 0F: 3 clusters Score -392594.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -393329.937500 Penalty: 3968.506104
	Iteration 1F: 3 clusters Score -393329.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -393577.125000 Penalty: 3968.506104
	Iteration 2F: 3 clusters Score -393577.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -393752.937500 Penalty: 3968.506104
	Iteration 3F: 3 clusters Score -393752.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -393958.906250 Penalty: 3968.506104
	Iteration 4F: 3 clusters Score -393958.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -394121.531250 Penalty: 3968.506104
	Iteration 5F: 3 clusters Score -394121.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -394216.500000 Penalty: 3968.506104
	Iteration 6Q: 3 clusters Score -394216.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -394291.812500 Penalty: 3968.506104
	Iteration 7Q: 3 clusters Score -394291.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -394358.718750 Penalty: 3968.506104
	Iteration 8Q: 3 clusters Score -394358.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -394418.656250 Penalty: 3968.506104
	Iteration 9Q: 3 clusters Score -394418.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -394482.187500 Penalty: 3968.506104
	Iteration 10Q: 3 clusters Score -394482.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -394522.125000 Penalty: 3968.506104
	Iteration 11Q: 3 clusters Score -394522.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -394549.218750 Penalty: 3968.506104
	Iteration 12Q: 3 clusters Score -394549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -394576.312500 Penalty: 3968.506104
	Iteration 13Q: 3 clusters Score -394576.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -394600.312500 Penalty: 3968.506104
	Iteration 14Q: 3 clusters Score -394600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -394622.281250 Penalty: 3968.506104
	Iteration 15Q: 3 clusters Score -394622.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -394644.250000 Penalty: 3968.506104
	Iteration 16Q: 3 clusters Score -394644.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -394666.406250 Penalty: 3968.506104
	Iteration 17Q: 3 clusters Score -394666.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -394689.281250 Penalty: 3968.506104
	Iteration 18Q: 3 clusters Score -394689.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -394720.687500 Penalty: 3968.506104
	Iteration 19Q: 3 clusters Score -394720.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -394740.437500 Penalty: 3968.506104
	Iteration 20F: 3 clusters Score -394740.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -394766.312500 Penalty: 3968.506104
	Iteration 21Q: 3 clusters Score -394766.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -394790.468750 Penalty: 3968.506104
	Iteration 22Q: 3 clusters Score -394790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -394812.250000 Penalty: 3968.506104
	Iteration 23Q: 3 clusters Score -394812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -394830.062500 Penalty: 3968.506104
	Iteration 24Q: 3 clusters Score -394830.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -394851.687500 Penalty: 3968.506104
	Iteration 25Q: 3 clusters Score -394851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -394865.937500 Penalty: 3968.506104
	Iteration 26Q: 3 clusters Score -394865.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -394881.500000 Penalty: 3968.506104
	Iteration 27Q: 3 clusters Score -394881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -394892.468750 Penalty: 3968.506104
	Iteration 28Q: 3 clusters Score -394892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -394895.656250 Penalty: 3968.506104
	Iteration 29Q: 3 clusters Score -394895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -394897.468750 Penalty: 3968.506104
	Iteration 30Q: 3 clusters Score -394897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -394902.156250 Penalty: 3968.506104
	Iteration 31Q: 3 clusters Score -394902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -394904.625000 Penalty: 3968.506104
	Iteration 32Q: 3 clusters Score -394904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -394905.656250 Penalty: 3968.506104
	Iteration 33Q: 3 clusters Score -394905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -394910.593750 Penalty: 3968.506104
	Iteration 34Q: 3 clusters Score -394910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -394912.750000 Penalty: 3968.506104
	Iteration 35Q: 3 clusters Score -394912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -394914.500000 Penalty: 3968.506104
	Iteration 36Q: 3 clusters Score -394914.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -394914.500000 Penalty: 3968.506104
	Iteration 37F: 3 clusters Score -394914.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (118955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Entering Unmasked Estep 
Score: -16052528.000000 Penalty: 2898.252197
	Iteration 0F: 2 clusters Score -1.605253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -15973003.000000 Penalty: 5796.504395
	Iteration 0F: 3 clusters Score -1.5973e+07 nChanged 56667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -16005913.000000 Penalty: 5796.504395
	Iteration 1F: 3 clusters Score -1.600591e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -16007363.000000 Penalty: 5796.504395
	Iteration 2Q: 3 clusters Score -1.600736e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -16009841.000000 Penalty: 5796.504395
	Iteration 3Q: 3 clusters Score -1.600984e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -16014288.000000 Penalty: 5796.504395
	Iteration 4F: 3 clusters Score -1.601429e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -16021433.000000 Penalty: 5796.504395
	Iteration 5F: 3 clusters Score -1.602143e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -16030936.000000 Penalty: 5796.504395
	Iteration 6F: 3 clusters Score -1.603094e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -16039310.000000 Penalty: 5796.504395
	Iteration 7F: 3 clusters Score -1.603931e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -16044692.000000 Penalty: 5796.504395
	Iteration 8Q: 3 clusters Score -1.604469e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -16047086.000000 Penalty: 5796.504395
	Iteration 9Q: 3 clusters Score -1.604709e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -16048124.000000 Penalty: 5796.504395
	Iteration 10Q: 3 clusters Score -1.604812e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -16048623.000000 Penalty: 5796.504395
	Iteration 11Q: 3 clusters Score -1.604862e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -16048877.000000 Penalty: 5796.504395
	Iteration 12Q: 3 clusters Score -1.604888e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 114228 members 
Entering Unmasked Estep 
Score: -16049063.000000 Penalty: 5796.504395
	Iteration 13Q: 3 clusters Score -1.604906e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -16049243.000000 Penalty: 5796.504395
	Iteration 14Q: 3 clusters Score -1.604924e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -16049375.000000 Penalty: 5796.504395
	Iteration 15Q: 3 clusters Score -1.604938e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -16049502.000000 Penalty: 5796.504395
	Iteration 16Q: 3 clusters Score -1.60495e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -16049564.000000 Penalty: 5796.504395
	Iteration 17Q: 3 clusters Score -1.604956e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 115846 members 
Entering Unmasked Estep 
Score: -16049675.000000 Penalty: 5796.504395
	Iteration 18Q: 3 clusters Score -1.604968e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -16049755.000000 Penalty: 5796.504395
	Iteration 19Q: 3 clusters Score -1.604976e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -16049801.000000 Penalty: 5796.504395
	Iteration 20F: 3 clusters Score -1.60498e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -16049840.000000 Penalty: 5796.504395
	Iteration 21Q: 3 clusters Score -1.604984e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
Score: -16049889.000000 Penalty: 5796.504395
	Iteration 22Q: 3 clusters Score -1.604989e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -16049938.000000 Penalty: 5796.504395
	Iteration 23Q: 3 clusters Score -1.604994e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -16049943.000000 Penalty: 5796.504395
	Iteration 24Q: 3 clusters Score -1.604994e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 116859 members 
Entering Unmasked Estep 
Score: -16049962.000000 Penalty: 5796.504395
	Iteration 25Q: 3 clusters Score -1.604996e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -16050002.000000 Penalty: 5796.504395
	Iteration 26Q: 3 clusters Score -1.605e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -16050022.000000 Penalty: 5796.504395
	Iteration 27Q: 3 clusters Score -1.605002e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -16050037.000000 Penalty: 5796.504395
	Iteration 28Q: 3 clusters Score -1.605004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -16050035.000000 Penalty: 5796.504395
	Iteration 29Q: 3 clusters Score -1.605004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -16050028.000000 Penalty: 5796.504395
	Iteration 30Q: 3 clusters Score -1.605003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 117096 members 
Entering Unmasked Estep 
Score: -16050039.000000 Penalty: 5796.504395
	Iteration 31Q: 3 clusters Score -1.605004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -16050040.000000 Penalty: 5796.504395
	Iteration 32Q: 3 clusters Score -1.605004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -16050046.000000 Penalty: 5796.504395
	Iteration 33Q: 3 clusters Score -1.605005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -16050044.000000 Penalty: 5796.504395
	Iteration 34Q: 3 clusters Score -1.605004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -16050049.000000 Penalty: 5796.504395
	Iteration 35Q: 3 clusters Score -1.605005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -16050064.000000 Penalty: 5796.504395
	Iteration 36Q: 3 clusters Score -1.605006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -16050064.000000 Penalty: 5796.504395
	Iteration 37Q: 3 clusters Score -1.605006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -16050072.000000 Penalty: 5796.504395
	Iteration 38Q: 3 clusters Score -1.605007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -16050087.000000 Penalty: 5796.504395
	Iteration 39Q: 3 clusters Score -1.605009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -16050091.000000 Penalty: 5796.504395
	Iteration 40F: 3 clusters Score -1.605009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -16050087.000000 Penalty: 5796.504395
	Iteration 41Q: 3 clusters Score -1.605009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -16050089.000000 Penalty: 5796.504395
	Iteration 42Q: 3 clusters Score -1.605009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -16050085.000000 Penalty: 5796.504395
	Iteration 43Q: 3 clusters Score -1.605008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -16050088.000000 Penalty: 5796.504395
	Iteration 44Q: 3 clusters Score -1.605009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -16050094.000000 Penalty: 5796.504395
	Iteration 45Q: 3 clusters Score -1.605009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -16050099.000000 Penalty: 5796.504395
	Iteration 46Q: 3 clusters Score -1.60501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -16050113.000000 Penalty: 5796.504395
	Iteration 47Q: 3 clusters Score -1.605011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -16050116.000000 Penalty: 5796.504395
	Iteration 48Q: 3 clusters Score -1.605012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 117331 members 
Entering Unmasked Estep 
Score: -16050117.000000 Penalty: 5796.504395
	Iteration 49Q: 3 clusters Score -1.605012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 117346 members 
Entering Unmasked Estep 
Score: -16050119.000000 Penalty: 5796.504395
	Iteration 50Q: 3 clusters Score -1.605012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -16050115.000000 Penalty: 5796.504395
	Iteration 51Q: 3 clusters Score -1.605012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 117359 members 
Entering Unmasked Estep 
Score: -16050113.000000 Penalty: 5796.504395
	Iteration 52Q: 3 clusters Score -1.605011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -16050119.000000 Penalty: 5796.504395
	Iteration 53Q: 3 clusters Score -1.605012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -16050125.000000 Penalty: 5796.504395
	Iteration 54Q: 3 clusters Score -1.605012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -16050123.000000 Penalty: 5796.504395
	Iteration 55Q: 3 clusters Score -1.605012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -16050125.000000 Penalty: 5796.504395
	Iteration 56Q: 3 clusters Score -1.605012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -16050126.000000 Penalty: 5796.504395
	Iteration 57Q: 3 clusters Score -1.605013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -16050125.000000 Penalty: 5796.504395
	Iteration 58Q: 3 clusters Score -1.605012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 117378 members 
Entering Unmasked Estep 
Score: -16050125.000000 Penalty: 5796.504395
	Iteration 59Q: 3 clusters Score -1.605012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -16050127.000000 Penalty: 5796.504395
	Iteration 60F: 3 clusters Score -1.605013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -16050122.000000 Penalty: 5796.504395
	Iteration 61Q: 3 clusters Score -1.605012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -16050128.000000 Penalty: 5796.504395
	Iteration 62Q: 3 clusters Score -1.605013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -16050122.000000 Penalty: 5796.504395
	Iteration 63Q: 3 clusters Score -1.605012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -16050131.000000 Penalty: 5796.504395
	Iteration 64Q: 3 clusters Score -1.605013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -16050129.000000 Penalty: 5796.504395
	Iteration 65Q: 3 clusters Score -1.605013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -16050130.000000 Penalty: 5796.504395
	Iteration 66Q: 3 clusters Score -1.605013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -16050130.000000 Penalty: 5796.504395
	Iteration 67Q: 3 clusters Score -1.605013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -16050143.000000 Penalty: 5796.504395
	Iteration 68Q: 3 clusters Score -1.605014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -16050145.000000 Penalty: 5796.504395
	Iteration 69Q: 3 clusters Score -1.605014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -16050140.000000 Penalty: 5796.504395
	Iteration 70Q: 3 clusters Score -1.605014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -16050146.000000 Penalty: 5796.504395
	Iteration 71Q: 3 clusters Score -1.605015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -16050148.000000 Penalty: 5796.504395
	Iteration 72Q: 3 clusters Score -1.605015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -16050148.000000 Penalty: 5796.504395
	Iteration 73F: 3 clusters Score -1.605015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -499681.812500 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -499681.8 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 1714 members 
Entering Unmasked Estep 
Score: -495975.156250 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -495975.2 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -496716.531250 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -496716.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -496925.000000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -496925 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -497061.031250 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -497061 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -497165.062500 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -497165.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -497236.218750 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -497236.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -497284.156250 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -497284.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -497314.906250 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -497314.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -497351.843750 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -497351.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -497381.156250 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -497381.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -497413.187500 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -497413.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -497441.312500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -497441.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -497466.750000 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -497466.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -497498.062500 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -497498.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -497520.718750 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -497520.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -497544.437500 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -497544.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -497567.093750 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -497567.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -497584.875000 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -497584.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -497603.656250 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -497603.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -497619.062500 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -497619.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -497641.031250 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -497641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -497661.031250 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -497661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -497678.937500 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -497678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -497697.562500 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -497697.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -497719.281250 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -497719.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -497737.093750 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -497737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -497753.406250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -497753.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -497766.750000 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -497766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -497772.656250 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -497772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -497777.093750 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -497777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -497786.343750 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -497786.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -497796.343750 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -497796.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -497804.625000 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -497804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -497808.937500 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -497808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -497814.718750 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -497814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -497818.031250 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -497818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -497819.156250 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -497819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -497819.343750 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -497819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -497819.343750 Penalty: 4056.326660
	Iteration 38F: 3 clusters Score -497819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189949 members 
Entering Unmasked Estep 
Score: -25435840.000000 Penalty: 3014.318604
	Iteration 0F: 2 clusters Score -2.543584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -25310868.000000 Penalty: 6028.637207
	Iteration 0F: 3 clusters Score -2.531087e+07 nChanged 91440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -25363790.000000 Penalty: 6028.637207
	Iteration 1F: 3 clusters Score -2.536379e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -25364542.000000 Penalty: 6028.637207
	Iteration 2Q: 3 clusters Score -2.536454e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -25365060.000000 Penalty: 6028.637207
	Iteration 3Q: 3 clusters Score -2.536506e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -25365912.000000 Penalty: 6028.637207
	Iteration 4Q: 3 clusters Score -2.536591e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -25366932.000000 Penalty: 6028.637207
	Iteration 5Q: 3 clusters Score -2.536693e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -25368418.000000 Penalty: 6028.637207
	Iteration 6Q: 3 clusters Score -2.536842e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -25370710.000000 Penalty: 6028.637207
	Iteration 7Q: 3 clusters Score -2.537071e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -25373998.000000 Penalty: 6028.637207
	Iteration 8Q: 3 clusters Score -2.5374e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -25378908.000000 Penalty: 6028.637207
	Iteration 9Q: 3 clusters Score -2.537891e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -25385284.000000 Penalty: 6028.637207
	Iteration 10F: 3 clusters Score -2.538528e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 116532 members 
Entering Unmasked Estep 
Score: -25392408.000000 Penalty: 6028.637207
	Iteration 11F: 3 clusters Score -2.539241e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -25399612.000000 Penalty: 6028.637207
	Iteration 12F: 3 clusters Score -2.539961e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 122865 members 
Entering Unmasked Estep 
Score: -25405078.000000 Penalty: 6028.637207
	Iteration 13F: 3 clusters Score -2.540508e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 125285 members 
Entering Unmasked Estep 
Score: -25408880.000000 Penalty: 6028.637207
	Iteration 14Q: 3 clusters Score -2.540888e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -25411172.000000 Penalty: 6028.637207
	Iteration 15Q: 3 clusters Score -2.541117e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -25412226.000000 Penalty: 6028.637207
	Iteration 16Q: 3 clusters Score -2.541223e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -25413002.000000 Penalty: 6028.637207
	Iteration 17Q: 3 clusters Score -2.5413e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -25413774.000000 Penalty: 6028.637207
	Iteration 18Q: 3 clusters Score -2.541377e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -25414396.000000 Penalty: 6028.637207
	Iteration 19Q: 3 clusters Score -2.54144e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 138926 members 
Entering Unmasked Estep 
Score: -25415052.000000 Penalty: 6028.637207
	Iteration 20F: 3 clusters Score -2.541505e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -25415808.000000 Penalty: 6028.637207
	Iteration 21Q: 3 clusters Score -2.541581e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -25416710.000000 Penalty: 6028.637207
	Iteration 22Q: 3 clusters Score -2.541671e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 147791 members 
Entering Unmasked Estep 
Score: -25417598.000000 Penalty: 6028.637207
	Iteration 23Q: 3 clusters Score -2.54176e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -25418528.000000 Penalty: 6028.637207
	Iteration 24Q: 3 clusters Score -2.541853e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 6028.637207
	Iteration 25Q: 3 clusters Score -2.541949e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -25420580.000000 Penalty: 6028.637207
	Iteration 26Q: 3 clusters Score -2.542058e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -25421710.000000 Penalty: 6028.637207
	Iteration 27Q: 3 clusters Score -2.542171e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -25422972.000000 Penalty: 6028.637207
	Iteration 28Q: 3 clusters Score -2.542297e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -25424382.000000 Penalty: 6028.637207
	Iteration 29Q: 3 clusters Score -2.542438e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -25425676.000000 Penalty: 6028.637207
	Iteration 30Q: 3 clusters Score -2.542568e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -25426932.000000 Penalty: 6028.637207
	Iteration 31Q: 3 clusters Score -2.542693e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -25427924.000000 Penalty: 6028.637207
	Iteration 32Q: 3 clusters Score -2.542792e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 179762 members 
Entering Unmasked Estep 
Score: -25428666.000000 Penalty: 6028.637207
	Iteration 33Q: 3 clusters Score -2.542867e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 181505 members 
Entering Unmasked Estep 
Score: -25429404.000000 Penalty: 6028.637207
	Iteration 34Q: 3 clusters Score -2.54294e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 182975 members 
Entering Unmasked Estep 
Score: -25430214.000000 Penalty: 6028.637207
	Iteration 35Q: 3 clusters Score -2.543021e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 184222 members 
Entering Unmasked Estep 
Score: -25430840.000000 Penalty: 6028.637207
	Iteration 36Q: 3 clusters Score -2.543084e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 185201 members 
Entering Unmasked Estep 
Score: -25431256.000000 Penalty: 6028.637207
	Iteration 37Q: 3 clusters Score -2.543126e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 186007 members 
Entering Unmasked Estep 
Score: -25431672.000000 Penalty: 6028.637207
	Iteration 38Q: 3 clusters Score -2.543167e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 186647 members 
Entering Unmasked Estep 
Score: -25431906.000000 Penalty: 6028.637207
	Iteration 39Q: 3 clusters Score -2.543191e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 187140 members 
Entering Unmasked Estep 
Score: -25432210.000000 Penalty: 6028.637207
	Iteration 40F: 3 clusters Score -2.543221e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 187543 members 
Entering Unmasked Estep 
Score: -25432380.000000 Penalty: 6028.637207
	Iteration 41Q: 3 clusters Score -2.543238e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 187825 members 
Entering Unmasked Estep 
Score: -25432576.000000 Penalty: 6028.637207
	Iteration 42Q: 3 clusters Score -2.543258e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 188053 members 
Entering Unmasked Estep 
Score: -25432708.000000 Penalty: 6028.637207
	Iteration 43Q: 3 clusters Score -2.543271e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 188242 members 
Entering Unmasked Estep 
Score: -25432788.000000 Penalty: 6028.637207
	Iteration 44Q: 3 clusters Score -2.543279e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 188372 members 
Entering Unmasked Estep 
Score: -25432936.000000 Penalty: 6028.637207
	Iteration 45Q: 3 clusters Score -2.543294e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 188472 members 
Entering Unmasked Estep 
Score: -25432976.000000 Penalty: 6028.637207
	Iteration 46Q: 3 clusters Score -2.543298e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 188562 members 
Entering Unmasked Estep 
Score: -25433028.000000 Penalty: 6028.637207
	Iteration 47Q: 3 clusters Score -2.543303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 188626 members 
Entering Unmasked Estep 
Score: -25433082.000000 Penalty: 6028.637207
	Iteration 48Q: 3 clusters Score -2.543308e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 188680 members 
Entering Unmasked Estep 
Score: -25433112.000000 Penalty: 6028.637207
	Iteration 49Q: 3 clusters Score -2.543311e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 188724 members 
Entering Unmasked Estep 
Score: -25433168.000000 Penalty: 6028.637207
	Iteration 50Q: 3 clusters Score -2.543317e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -25433174.000000 Penalty: 6028.637207
	Iteration 51Q: 3 clusters Score -2.543317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 188787 members 
Entering Unmasked Estep 
Score: -25433192.000000 Penalty: 6028.637207
	Iteration 52Q: 3 clusters Score -2.543319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 188818 members 
Entering Unmasked Estep 
Score: -25433208.000000 Penalty: 6028.637207
	Iteration 53Q: 3 clusters Score -2.543321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 188842 members 
Entering Unmasked Estep 
Score: -25433224.000000 Penalty: 6028.637207
	Iteration 54Q: 3 clusters Score -2.543322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 188859 members 
Entering Unmasked Estep 
Score: -25433212.000000 Penalty: 6028.637207
	Iteration 55Q: 3 clusters Score -2.543321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -25433236.000000 Penalty: 6028.637207
	Iteration 56Q: 3 clusters Score -2.543324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 188903 members 
Entering Unmasked Estep 
Score: -25433236.000000 Penalty: 6028.637207
	Iteration 57Q: 3 clusters Score -2.543324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -25433248.000000 Penalty: 6028.637207
	Iteration 58Q: 3 clusters Score -2.543325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 188936 members 
Entering Unmasked Estep 
Score: -25433236.000000 Penalty: 6028.637207
	Iteration 59Q: 3 clusters Score -2.543324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 188950 members 
Entering Unmasked Estep 
Score: -25433268.000000 Penalty: 6028.637207
	Iteration 60F: 3 clusters Score -2.543327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 188961 members 
Entering Unmasked Estep 
Score: -25433260.000000 Penalty: 6028.637207
	Iteration 61Q: 3 clusters Score -2.543326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -25433284.000000 Penalty: 6028.637207
	Iteration 62Q: 3 clusters Score -2.543328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -25433290.000000 Penalty: 6028.637207
	Iteration 63Q: 3 clusters Score -2.543329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -25433286.000000 Penalty: 6028.637207
	Iteration 64Q: 3 clusters Score -2.543329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 188995 members 
Entering Unmasked Estep 
Score: -25433288.000000 Penalty: 6028.637207
	Iteration 65Q: 3 clusters Score -2.543329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 188997 members 
Entering Unmasked Estep 
Score: -25433298.000000 Penalty: 6028.637207
	Iteration 66Q: 3 clusters Score -2.54333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -25433300.000000 Penalty: 6028.637207
	Iteration 67Q: 3 clusters Score -2.54333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 189001 members 
Entering Unmasked Estep 
Score: -25433318.000000 Penalty: 6028.637207
	Iteration 68Q: 3 clusters Score -2.543332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -25433304.000000 Penalty: 6028.637207
	Iteration 69Q: 3 clusters Score -2.54333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -25433304.000000 Penalty: 6028.637207
	Iteration 70F: 3 clusters Score -2.54333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Entering Unmasked Estep 
Score: -10347110.000000 Penalty: 2787.640625
	Iteration 0F: 2 clusters Score -1.034711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -10296225.000000 Penalty: 5575.281250
	Iteration 0F: 3 clusters Score -1.029622e+07 nChanged 35728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -10316836.000000 Penalty: 5575.281250
	Iteration 1F: 3 clusters Score -1.031684e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -10317811.000000 Penalty: 5575.281250
	Iteration 2Q: 3 clusters Score -1.031781e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -10319067.000000 Penalty: 5575.281250
	Iteration 3Q: 3 clusters Score -1.031907e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -10321091.000000 Penalty: 5575.281250
	Iteration 4F: 3 clusters Score -1.032109e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -10324028.000000 Penalty: 5575.281250
	Iteration 5F: 3 clusters Score -1.032403e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -10328219.000000 Penalty: 5575.281250
	Iteration 6F: 3 clusters Score -1.032822e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -10332858.000000 Penalty: 5575.281250
	Iteration 7F: 3 clusters Score -1.033286e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -10337234.000000 Penalty: 5575.281250
	Iteration 8F: 3 clusters Score -1.033723e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -10340191.000000 Penalty: 5575.281250
	Iteration 9Q: 3 clusters Score -1.034019e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -10341787.000000 Penalty: 5575.281250
	Iteration 10Q: 3 clusters Score -1.034179e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -10342574.000000 Penalty: 5575.281250
	Iteration 11Q: 3 clusters Score -1.034257e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -10342996.000000 Penalty: 5575.281250
	Iteration 12Q: 3 clusters Score -1.0343e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -10343273.000000 Penalty: 5575.281250
	Iteration 13Q: 3 clusters Score -1.034327e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10343478.000000 Penalty: 5575.281250
	Iteration 14Q: 3 clusters Score -1.034348e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -10343626.000000 Penalty: 5575.281250
	Iteration 15Q: 3 clusters Score -1.034363e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -10343807.000000 Penalty: 5575.281250
	Iteration 16Q: 3 clusters Score -1.034381e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -10343946.000000 Penalty: 5575.281250
	Iteration 17Q: 3 clusters Score -1.034395e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -10344062.000000 Penalty: 5575.281250
	Iteration 18Q: 3 clusters Score -1.034406e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10344163.000000 Penalty: 5575.281250
	Iteration 19Q: 3 clusters Score -1.034416e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10344250.000000 Penalty: 5575.281250
	Iteration 20F: 3 clusters Score -1.034425e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10344311.000000 Penalty: 5575.281250
	Iteration 21Q: 3 clusters Score -1.034431e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10344342.000000 Penalty: 5575.281250
	Iteration 22Q: 3 clusters Score -1.034434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10344377.000000 Penalty: 5575.281250
	Iteration 23Q: 3 clusters Score -1.034438e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10344401.000000 Penalty: 5575.281250
	Iteration 24Q: 3 clusters Score -1.03444e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10344450.000000 Penalty: 5575.281250
	Iteration 25Q: 3 clusters Score -1.034445e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10344478.000000 Penalty: 5575.281250
	Iteration 26Q: 3 clusters Score -1.034448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10344515.000000 Penalty: 5575.281250
	Iteration 27Q: 3 clusters Score -1.034452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10344547.000000 Penalty: 5575.281250
	Iteration 28Q: 3 clusters Score -1.034455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10344554.000000 Penalty: 5575.281250
	Iteration 29Q: 3 clusters Score -1.034455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10344583.000000 Penalty: 5575.281250
	Iteration 30Q: 3 clusters Score -1.034458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10344582.000000 Penalty: 5575.281250
	Iteration 31Q: 3 clusters Score -1.034458e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10344628.000000 Penalty: 5575.281250
	Iteration 32Q: 3 clusters Score -1.034463e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10344657.000000 Penalty: 5575.281250
	Iteration 33Q: 3 clusters Score -1.034466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10344688.000000 Penalty: 5575.281250
	Iteration 34Q: 3 clusters Score -1.034469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10344703.000000 Penalty: 5575.281250
	Iteration 35Q: 3 clusters Score -1.03447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10344721.000000 Penalty: 5575.281250
	Iteration 36Q: 3 clusters Score -1.034472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10344723.000000 Penalty: 5575.281250
	Iteration 37Q: 3 clusters Score -1.034472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -10344732.000000 Penalty: 5575.281250
	Iteration 38Q: 3 clusters Score -1.034473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10344747.000000 Penalty: 5575.281250
	Iteration 39Q: 3 clusters Score -1.034475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10344754.000000 Penalty: 5575.281250
	Iteration 40F: 3 clusters Score -1.034475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10344764.000000 Penalty: 5575.281250
	Iteration 41Q: 3 clusters Score -1.034476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10344762.000000 Penalty: 5575.281250
	Iteration 42Q: 3 clusters Score -1.034476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10344779.000000 Penalty: 5575.281250
	Iteration 43Q: 3 clusters Score -1.034478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10344776.000000 Penalty: 5575.281250
	Iteration 44Q: 3 clusters Score -1.034478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10344782.000000 Penalty: 5575.281250
	Iteration 45Q: 3 clusters Score -1.034478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10344793.000000 Penalty: 5575.281250
	Iteration 46Q: 3 clusters Score -1.034479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10344806.000000 Penalty: 5575.281250
	Iteration 47Q: 3 clusters Score -1.034481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10344811.000000 Penalty: 5575.281250
	Iteration 48Q: 3 clusters Score -1.034481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10344817.000000 Penalty: 5575.281250
	Iteration 49Q: 3 clusters Score -1.034482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10344811.000000 Penalty: 5575.281250
	Iteration 50Q: 3 clusters Score -1.034481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10344811.000000 Penalty: 5575.281250
	Iteration 51Q: 3 clusters Score -1.034481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10344812.000000 Penalty: 5575.281250
	Iteration 52Q: 3 clusters Score -1.034481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10344813.000000 Penalty: 5575.281250
	Iteration 53Q: 3 clusters Score -1.034481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10344822.000000 Penalty: 5575.281250
	Iteration 54Q: 3 clusters Score -1.034482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10344818.000000 Penalty: 5575.281250
	Iteration 55Q: 3 clusters Score -1.034482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10344829.000000 Penalty: 5575.281250
	Iteration 56Q: 3 clusters Score -1.034483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10344844.000000 Penalty: 5575.281250
	Iteration 57Q: 3 clusters Score -1.034484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10344843.000000 Penalty: 5575.281250
	Iteration 58Q: 3 clusters Score -1.034484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10344837.000000 Penalty: 5575.281250
	Iteration 59Q: 3 clusters Score -1.034484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10344835.000000 Penalty: 5575.281250
	Iteration 60F: 3 clusters Score -1.034484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10344840.000000 Penalty: 5575.281250
	Iteration 61Q: 3 clusters Score -1.034484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10344847.000000 Penalty: 5575.281250
	Iteration 62Q: 3 clusters Score -1.034485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10344851.000000 Penalty: 5575.281250
	Iteration 63Q: 3 clusters Score -1.034485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10344854.000000 Penalty: 5575.281250
	Iteration 64Q: 3 clusters Score -1.034485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10344853.000000 Penalty: 5575.281250
	Iteration 65Q: 3 clusters Score -1.034485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10344859.000000 Penalty: 5575.281250
	Iteration 66Q: 3 clusters Score -1.034486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10344859.000000 Penalty: 5575.281250
	Iteration 67Q: 3 clusters Score -1.034486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10344852.000000 Penalty: 5575.281250
	Iteration 68Q: 3 clusters Score -1.034485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10344857.000000 Penalty: 5575.281250
	Iteration 69Q: 3 clusters Score -1.034486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10344861.000000 Penalty: 5575.281250
	Iteration 70Q: 3 clusters Score -1.034486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10344860.000000 Penalty: 5575.281250
	Iteration 71Q: 3 clusters Score -1.034486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10344863.000000 Penalty: 5575.281250
	Iteration 72Q: 3 clusters Score -1.034486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10344866.000000 Penalty: 5575.281250
	Iteration 73Q: 3 clusters Score -1.034487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10344866.000000 Penalty: 5575.281250
	Iteration 74Q: 3 clusters Score -1.034487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10344869.000000 Penalty: 5575.281250
	Iteration 75Q: 3 clusters Score -1.034487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10344869.000000 Penalty: 5575.281250
	Iteration 76F: 3 clusters Score -1.034487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Entering Unmasked Estep 
Score: -9884252.000000 Penalty: 2775.937988
	Iteration 0F: 2 clusters Score -9884252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -9835522.000000 Penalty: 5551.875977
	Iteration 0F: 3 clusters Score -9835522 nChanged 33789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -9854989.000000 Penalty: 5551.875977
	Iteration 1F: 3 clusters Score -9854989 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -9855924.000000 Penalty: 5551.875977
	Iteration 2Q: 3 clusters Score -9855924 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -9857220.000000 Penalty: 5551.875977
	Iteration 3Q: 3 clusters Score -9857220 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -9859167.000000 Penalty: 5551.875977
	Iteration 4F: 3 clusters Score -9859167 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -9862116.000000 Penalty: 5551.875977
	Iteration 5F: 3 clusters Score -9862116 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -9866258.000000 Penalty: 5551.875977
	Iteration 6F: 3 clusters Score -9866258 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -9870982.000000 Penalty: 5551.875977
	Iteration 7F: 3 clusters Score -9870982 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -9874944.000000 Penalty: 5551.875977
	Iteration 8F: 3 clusters Score -9874944 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -9877068.000000 Penalty: 5551.875977
	Iteration 9Q: 3 clusters Score -9877068 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -9877836.000000 Penalty: 5551.875977
	Iteration 10Q: 3 clusters Score -9877836 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -9878221.000000 Penalty: 5551.875977
	Iteration 11Q: 3 clusters Score -9878221 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -9878558.000000 Penalty: 5551.875977
	Iteration 12Q: 3 clusters Score -9878558 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -9878914.000000 Penalty: 5551.875977
	Iteration 13Q: 3 clusters Score -9878914 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -9879142.000000 Penalty: 5551.875977
	Iteration 14Q: 3 clusters Score -9879142 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -9879368.000000 Penalty: 5551.875977
	Iteration 15Q: 3 clusters Score -9879368 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -9879605.000000 Penalty: 5551.875977
	Iteration 16Q: 3 clusters Score -9879605 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -9879765.000000 Penalty: 5551.875977
	Iteration 17Q: 3 clusters Score -9879765 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -9879945.000000 Penalty: 5551.875977
	Iteration 18Q: 3 clusters Score -9879945 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -9880139.000000 Penalty: 5551.875977
	Iteration 19Q: 3 clusters Score -9880139 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -9880323.000000 Penalty: 5551.875977
	Iteration 20F: 3 clusters Score -9880323 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -9880462.000000 Penalty: 5551.875977
	Iteration 21Q: 3 clusters Score -9880462 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -9880621.000000 Penalty: 5551.875977
	Iteration 22Q: 3 clusters Score -9880621 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -9880730.000000 Penalty: 5551.875977
	Iteration 23Q: 3 clusters Score -9880730 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -9880824.000000 Penalty: 5551.875977
	Iteration 24Q: 3 clusters Score -9880824 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -9880939.000000 Penalty: 5551.875977
	Iteration 25Q: 3 clusters Score -9880939 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -9881037.000000 Penalty: 5551.875977
	Iteration 26Q: 3 clusters Score -9881037 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9881147.000000 Penalty: 5551.875977
	Iteration 27Q: 3 clusters Score -9881147 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -9881205.000000 Penalty: 5551.875977
	Iteration 28Q: 3 clusters Score -9881205 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -9881280.000000 Penalty: 5551.875977
	Iteration 29Q: 3 clusters Score -9881280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -9881340.000000 Penalty: 5551.875977
	Iteration 30Q: 3 clusters Score -9881340 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -9881425.000000 Penalty: 5551.875977
	Iteration 31Q: 3 clusters Score -9881425 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -9881476.000000 Penalty: 5551.875977
	Iteration 32Q: 3 clusters Score -9881476 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -9881529.000000 Penalty: 5551.875977
	Iteration 33Q: 3 clusters Score -9881529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -9881579.000000 Penalty: 5551.875977
	Iteration 34Q: 3 clusters Score -9881579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -9881606.000000 Penalty: 5551.875977
	Iteration 35Q: 3 clusters Score -9881606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -9881638.000000 Penalty: 5551.875977
	Iteration 36Q: 3 clusters Score -9881638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -9881628.000000 Penalty: 5551.875977
	Iteration 37Q: 3 clusters Score -9881628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -9881675.000000 Penalty: 5551.875977
	Iteration 38Q: 3 clusters Score -9881675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -9881688.000000 Penalty: 5551.875977
	Iteration 39Q: 3 clusters Score -9881688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -9881750.000000 Penalty: 5551.875977
	Iteration 40F: 3 clusters Score -9881750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -9881768.000000 Penalty: 5551.875977
	Iteration 41Q: 3 clusters Score -9881768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -9881788.000000 Penalty: 5551.875977
	Iteration 42Q: 3 clusters Score -9881788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -9881802.000000 Penalty: 5551.875977
	Iteration 43Q: 3 clusters Score -9881802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -9881791.000000 Penalty: 5551.875977
	Iteration 44Q: 3 clusters Score -9881791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -9881830.000000 Penalty: 5551.875977
	Iteration 45Q: 3 clusters Score -9881830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -9881839.000000 Penalty: 5551.875977
	Iteration 46Q: 3 clusters Score -9881839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9881843.000000 Penalty: 5551.875977
	Iteration 47Q: 3 clusters Score -9881843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -9881860.000000 Penalty: 5551.875977
	Iteration 48Q: 3 clusters Score -9881860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -9881859.000000 Penalty: 5551.875977
	Iteration 49Q: 3 clusters Score -9881859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9881855.000000 Penalty: 5551.875977
	Iteration 50Q: 3 clusters Score -9881855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -9881863.000000 Penalty: 5551.875977
	Iteration 51Q: 3 clusters Score -9881863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -9881880.000000 Penalty: 5551.875977
	Iteration 52Q: 3 clusters Score -9881880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -9881887.000000 Penalty: 5551.875977
	Iteration 53Q: 3 clusters Score -9881887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -9881907.000000 Penalty: 5551.875977
	Iteration 54Q: 3 clusters Score -9881907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -9881924.000000 Penalty: 5551.875977
	Iteration 55Q: 3 clusters Score -9881924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -9881927.000000 Penalty: 5551.875977
	Iteration 56Q: 3 clusters Score -9881927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -9881931.000000 Penalty: 5551.875977
	Iteration 57Q: 3 clusters Score -9881931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -9881923.000000 Penalty: 5551.875977
	Iteration 58Q: 3 clusters Score -9881923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9881921.000000 Penalty: 5551.875977
	Iteration 59Q: 3 clusters Score -9881921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -9881930.000000 Penalty: 5551.875977
	Iteration 60F: 3 clusters Score -9881930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -9881937.000000 Penalty: 5551.875977
	Iteration 61Q: 3 clusters Score -9881937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -9881948.000000 Penalty: 5551.875977
	Iteration 62Q: 3 clusters Score -9881948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -9881951.000000 Penalty: 5551.875977
	Iteration 63Q: 3 clusters Score -9881951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9881948.000000 Penalty: 5551.875977
	Iteration 64Q: 3 clusters Score -9881948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9881961.000000 Penalty: 5551.875977
	Iteration 65Q: 3 clusters Score -9881961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -9881958.000000 Penalty: 5551.875977
	Iteration 66Q: 3 clusters Score -9881958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9881963.000000 Penalty: 5551.875977
	Iteration 67Q: 3 clusters Score -9881963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -9881963.000000 Penalty: 5551.875977
	Iteration 68Q: 3 clusters Score -9881963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -9881954.000000 Penalty: 5551.875977
	Iteration 69Q: 3 clusters Score -9881954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -9881970.000000 Penalty: 5551.875977
	Iteration 70Q: 3 clusters Score -9881970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9881967.000000 Penalty: 5551.875977
	Iteration 71Q: 3 clusters Score -9881967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9881967.000000 Penalty: 5551.875977
	Iteration 72F: 3 clusters Score -9881967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -137192.687500 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -137192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135415.359375 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -135415.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -137672.812500 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -137672.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139987.156250 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -139987.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140970.890625 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -140970.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -141212.000000 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -141212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -141489.921875 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -141489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -141496.500000 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -141496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -141496.500000 Penalty: 3512.110352
	Iteration 7F: 3 clusters Score -141496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 173310 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 60498 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 188337 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 118955 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 189949 members 
Mstep: Class 16 contains 76152 members 
Mstep: Class 17 contains 72642 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 21642 members 
Mstep: Class 20 contains 140085 members 
Mstep: Class 21 contains 160420 members 
Entering Unmasked Estep 
Score: -180346768.000000 Penalty: 73593.648438
Splitting cluster 18 changes total score from -180343856.000000 to -180346768.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 19 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -2716643.500000 Penalty: 2475.633057
	Iteration 0F: 2 clusters Score -2716644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2701655.750000 Penalty: 4951.266113
	Iteration 0F: 3 clusters Score -2701656 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2706986.000000 Penalty: 4951.266113
	Iteration 1F: 3 clusters Score -2706986 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2708101.000000 Penalty: 4951.266113
	Iteration 2F: 3 clusters Score -2708101 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2709758.750000 Penalty: 4951.266113
	Iteration 3F: 3 clusters Score -2709759 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2711576.000000 Penalty: 4951.266113
	Iteration 4F: 3 clusters Score -2711576 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2713109.000000 Penalty: 4951.266113
	Iteration 5F: 3 clusters Score -2713109 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2714053.000000 Penalty: 4951.266113
	Iteration 6F: 3 clusters Score -2714053 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2714616.250000 Penalty: 4951.266113
	Iteration 7F: 3 clusters Score -2714616 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2714912.250000 Penalty: 4951.266113
	Iteration 8Q: 3 clusters Score -2714912 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2715068.000000 Penalty: 4951.266113
	Iteration 9Q: 3 clusters Score -2715068 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2715153.750000 Penalty: 4951.266113
	Iteration 10Q: 3 clusters Score -2715154 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2715206.750000 Penalty: 4951.266113
	Iteration 11Q: 3 clusters Score -2715207 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2715243.000000 Penalty: 4951.266113
	Iteration 12Q: 3 clusters Score -2715243 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2715263.750000 Penalty: 4951.266113
	Iteration 13Q: 3 clusters Score -2715264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2715288.500000 Penalty: 4951.266113
	Iteration 14Q: 3 clusters Score -2715288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2715323.500000 Penalty: 4951.266113
	Iteration 15Q: 3 clusters Score -2715324 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2715346.750000 Penalty: 4951.266113
	Iteration 16Q: 3 clusters Score -2715347 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2715373.000000 Penalty: 4951.266113
	Iteration 17Q: 3 clusters Score -2715373 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2715410.500000 Penalty: 4951.266113
	Iteration 18Q: 3 clusters Score -2715410 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2715453.750000 Penalty: 4951.266113
	Iteration 19Q: 3 clusters Score -2715454 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2715507.750000 Penalty: 4951.266113
	Iteration 20F: 3 clusters Score -2715508 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2715563.000000 Penalty: 4951.266113
	Iteration 21Q: 3 clusters Score -2715563 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2715600.000000 Penalty: 4951.266113
	Iteration 22Q: 3 clusters Score -2715600 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2715637.500000 Penalty: 4951.266113
	Iteration 23Q: 3 clusters Score -2715638 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2715672.750000 Penalty: 4951.266113
	Iteration 24Q: 3 clusters Score -2715673 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2715741.750000 Penalty: 4951.266113
	Iteration 25Q: 3 clusters Score -2715742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2715792.250000 Penalty: 4951.266113
	Iteration 26Q: 3 clusters Score -2715792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2715853.750000 Penalty: 4951.266113
	Iteration 27Q: 3 clusters Score -2715854 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2715920.000000 Penalty: 4951.266113
	Iteration 28Q: 3 clusters Score -2715920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2715990.750000 Penalty: 4951.266113
	Iteration 29Q: 3 clusters Score -2715991 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2716056.000000 Penalty: 4951.266113
	Iteration 30Q: 3 clusters Score -2716056 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2716127.500000 Penalty: 4951.266113
	Iteration 31Q: 3 clusters Score -2716128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2716200.000000 Penalty: 4951.266113
	Iteration 32Q: 3 clusters Score -2716200 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2716286.500000 Penalty: 4951.266113
	Iteration 33Q: 3 clusters Score -2716286 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2716369.000000 Penalty: 4951.266113
	Iteration 34Q: 3 clusters Score -2716369 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2716457.000000 Penalty: 4951.266113
	Iteration 35Q: 3 clusters Score -2716457 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2716501.250000 Penalty: 4951.266113
	Iteration 36Q: 3 clusters Score -2716501 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2716566.500000 Penalty: 4951.266113
	Iteration 37Q: 3 clusters Score -2716566 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2716607.750000 Penalty: 4951.266113
	Iteration 38Q: 3 clusters Score -2716608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2716642.500000 Penalty: 4951.266113
	Iteration 39Q: 3 clusters Score -2716642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2716688.750000 Penalty: 4951.266113
	Iteration 40F: 3 clusters Score -2716689 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2716723.250000 Penalty: 4951.266113
	Iteration 41Q: 3 clusters Score -2716723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2716755.750000 Penalty: 4951.266113
	Iteration 42Q: 3 clusters Score -2716756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2716765.750000 Penalty: 4951.266113
	Iteration 43Q: 3 clusters Score -2716766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2716800.250000 Penalty: 4951.266113
	Iteration 44Q: 3 clusters Score -2716800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2716823.250000 Penalty: 4951.266113
	Iteration 45Q: 3 clusters Score -2716823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2716830.000000 Penalty: 4951.266113
	Iteration 46Q: 3 clusters Score -2716830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2716840.000000 Penalty: 4951.266113
	Iteration 47Q: 3 clusters Score -2716840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2716850.500000 Penalty: 4951.266113
	Iteration 48Q: 3 clusters Score -2716850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2716858.250000 Penalty: 4951.266113
	Iteration 49Q: 3 clusters Score -2716858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2716865.500000 Penalty: 4951.266113
	Iteration 50Q: 3 clusters Score -2716866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2716869.500000 Penalty: 4951.266113
	Iteration 51Q: 3 clusters Score -2716870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2716872.000000 Penalty: 4951.266113
	Iteration 52Q: 3 clusters Score -2716872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2716878.750000 Penalty: 4951.266113
	Iteration 53Q: 3 clusters Score -2716879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2716880.000000 Penalty: 4951.266113
	Iteration 54Q: 3 clusters Score -2716880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2716881.250000 Penalty: 4951.266113
	Iteration 55Q: 3 clusters Score -2716881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2716877.250000 Penalty: 4951.266113
	Iteration 56Q: 3 clusters Score -2716877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2716876.750000 Penalty: 4951.266113
	Iteration 57Q: 3 clusters Score -2716877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2716880.500000 Penalty: 4951.266113
	Iteration 58Q: 3 clusters Score -2716880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2716881.000000 Penalty: 4951.266113
	Iteration 59Q: 3 clusters Score -2716881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2716884.000000 Penalty: 4951.266113
	Iteration 60F: 3 clusters Score -2716884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2716884.750000 Penalty: 4951.266113
	Iteration 61Q: 3 clusters Score -2716885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2716887.750000 Penalty: 4951.266113
	Iteration 62Q: 3 clusters Score -2716888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2716891.250000 Penalty: 4951.266113
	Iteration 63Q: 3 clusters Score -2716891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2716892.000000 Penalty: 4951.266113
	Iteration 64Q: 3 clusters Score -2716892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2716889.000000 Penalty: 4951.266113
	Iteration 65Q: 3 clusters Score -2716889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2716893.750000 Penalty: 4951.266113
	Iteration 66Q: 3 clusters Score -2716894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2716894.250000 Penalty: 4951.266113
	Iteration 67Q: 3 clusters Score -2716894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2716893.000000 Penalty: 4951.266113
	Iteration 68Q: 3 clusters Score -2716893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2716893.250000 Penalty: 4951.266113
	Iteration 69Q: 3 clusters Score -2716893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2716895.000000 Penalty: 4951.266113
	Iteration 70Q: 3 clusters Score -2716895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2716896.750000 Penalty: 4951.266113
	Iteration 71Q: 3 clusters Score -2716897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2716894.750000 Penalty: 4951.266113
	Iteration 72Q: 3 clusters Score -2716895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2716894.750000 Penalty: 4951.266113
	Iteration 73F: 3 clusters Score -2716895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 173310 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 60498 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 188337 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 118955 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 189949 members 
Mstep: Class 16 contains 76152 members 
Mstep: Class 17 contains 72642 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 18749 members 
Mstep: Class 20 contains 140085 members 
Mstep: Class 21 contains 160420 members 
Mstep: Class 22 contains 2893 members 
Entering Unmasked Estep 
Score: -180346176.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180343856.000000 to -180346176.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (140085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140085 members 
Entering Unmasked Estep 
Score: -18750312.000000 Penalty: 2938.801025
	Iteration 0F: 2 clusters Score -1.875031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -18656474.000000 Penalty: 5877.602051
	Iteration 0F: 3 clusters Score -1.865647e+07 nChanged 66868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -18695248.000000 Penalty: 5877.602051
	Iteration 1F: 3 clusters Score -1.869525e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -18695766.000000 Penalty: 5877.602051
	Iteration 2Q: 3 clusters Score -1.869577e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -18696592.000000 Penalty: 5877.602051
	Iteration 3Q: 3 clusters Score -1.869659e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -18697440.000000 Penalty: 5877.602051
	Iteration 4Q: 3 clusters Score -1.869744e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -18698566.000000 Penalty: 5877.602051
	Iteration 5Q: 3 clusters Score -1.869857e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -18700202.000000 Penalty: 5877.602051
	Iteration 6Q: 3 clusters Score -1.87002e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -18703114.000000 Penalty: 5877.602051
	Iteration 7Q: 3 clusters Score -1.870311e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -18707756.000000 Penalty: 5877.602051
	Iteration 8F: 3 clusters Score -1.870776e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -18715488.000000 Penalty: 5877.602051
	Iteration 9F: 3 clusters Score -1.871549e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -18725212.000000 Penalty: 5877.602051
	Iteration 10F: 3 clusters Score -1.872521e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -18734290.000000 Penalty: 5877.602051
	Iteration 11F: 3 clusters Score -1.873429e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -18739686.000000 Penalty: 5877.602051
	Iteration 12Q: 3 clusters Score -1.873969e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -18742036.000000 Penalty: 5877.602051
	Iteration 13Q: 3 clusters Score -1.874204e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -18743244.000000 Penalty: 5877.602051
	Iteration 14Q: 3 clusters Score -1.874324e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -18744060.000000 Penalty: 5877.602051
	Iteration 15Q: 3 clusters Score -1.874406e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122926 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -18744810.000000 Penalty: 5877.602051
	Iteration 16Q: 3 clusters Score -1.874481e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -18745454.000000 Penalty: 5877.602051
	Iteration 17Q: 3 clusters Score -1.874545e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -18745954.000000 Penalty: 5877.602051
	Iteration 18Q: 3 clusters Score -1.874595e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -18746370.000000 Penalty: 5877.602051
	Iteration 19Q: 3 clusters Score -1.874637e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -18746700.000000 Penalty: 5877.602051
	Iteration 20F: 3 clusters Score -1.87467e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -18747022.000000 Penalty: 5877.602051
	Iteration 21Q: 3 clusters Score -1.874702e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129607 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -18747232.000000 Penalty: 5877.602051
	Iteration 22Q: 3 clusters Score -1.874723e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -18747480.000000 Penalty: 5877.602051
	Iteration 23Q: 3 clusters Score -1.874748e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -18747650.000000 Penalty: 5877.602051
	Iteration 24Q: 3 clusters Score -1.874765e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -18747844.000000 Penalty: 5877.602051
	Iteration 25Q: 3 clusters Score -1.874784e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -18747952.000000 Penalty: 5877.602051
	Iteration 26Q: 3 clusters Score -1.874795e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132593 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -18748068.000000 Penalty: 5877.602051
	Iteration 27Q: 3 clusters Score -1.874807e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132987 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -18748152.000000 Penalty: 5877.602051
	Iteration 28Q: 3 clusters Score -1.874815e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133341 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -18748226.000000 Penalty: 5877.602051
	Iteration 29Q: 3 clusters Score -1.874823e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133670 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -18748294.000000 Penalty: 5877.602051
	Iteration 30Q: 3 clusters Score -1.874829e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -18748400.000000 Penalty: 5877.602051
	Iteration 31Q: 3 clusters Score -1.87484e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -18748456.000000 Penalty: 5877.602051
	Iteration 32Q: 3 clusters Score -1.874846e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -18748518.000000 Penalty: 5877.602051
	Iteration 33Q: 3 clusters Score -1.874852e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -18748520.000000 Penalty: 5877.602051
	Iteration 34Q: 3 clusters Score -1.874852e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -18748638.000000 Penalty: 5877.602051
	Iteration 35Q: 3 clusters Score -1.874864e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135024 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -18748684.000000 Penalty: 5877.602051
	Iteration 36Q: 3 clusters Score -1.874868e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135173 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -18748706.000000 Penalty: 5877.602051
	Iteration 37Q: 3 clusters Score -1.874871e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -18748712.000000 Penalty: 5877.602051
	Iteration 38Q: 3 clusters Score -1.874871e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -18748722.000000 Penalty: 5877.602051
	Iteration 39Q: 3 clusters Score -1.874872e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -18748732.000000 Penalty: 5877.602051
	Iteration 40F: 3 clusters Score -1.874873e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18748744.000000 Penalty: 5877.602051
	Iteration 41Q: 3 clusters Score -1.874874e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135652 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -18748752.000000 Penalty: 5877.602051
	Iteration 42Q: 3 clusters Score -1.874875e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18748720.000000 Penalty: 5877.602051
	Iteration 43Q: 3 clusters Score -1.874872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -18748712.000000 Penalty: 5877.602051
	Iteration 44Q: 3 clusters Score -1.874871e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -18748706.000000 Penalty: 5877.602051
	Iteration 45Q: 3 clusters Score -1.874871e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135907 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -18748716.000000 Penalty: 5877.602051
	Iteration 46Q: 3 clusters Score -1.874872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -18748732.000000 Penalty: 5877.602051
	Iteration 47Q: 3 clusters Score -1.874873e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136035 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -18748746.000000 Penalty: 5877.602051
	Iteration 48Q: 3 clusters Score -1.874875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -18748736.000000 Penalty: 5877.602051
	Iteration 49Q: 3 clusters Score -1.874874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -18748748.000000 Penalty: 5877.602051
	Iteration 50Q: 3 clusters Score -1.874875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18748764.000000 Penalty: 5877.602051
	Iteration 51Q: 3 clusters Score -1.874876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -18748762.000000 Penalty: 5877.602051
	Iteration 52Q: 3 clusters Score -1.874876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136203 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -18748790.000000 Penalty: 5877.602051
	Iteration 53Q: 3 clusters Score -1.874879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18748784.000000 Penalty: 5877.602051
	Iteration 54Q: 3 clusters Score -1.874878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -18748788.000000 Penalty: 5877.602051
	Iteration 55Q: 3 clusters Score -1.874879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -18748810.000000 Penalty: 5877.602051
	Iteration 56Q: 3 clusters Score -1.874881e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136282 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18748794.000000 Penalty: 5877.602051
	Iteration 57Q: 3 clusters Score -1.874879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -18748814.000000 Penalty: 5877.602051
	Iteration 58Q: 3 clusters Score -1.874881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136306 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -18748802.000000 Penalty: 5877.602051
	Iteration 59Q: 3 clusters Score -1.87488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -18748806.000000 Penalty: 5877.602051
	Iteration 60F: 3 clusters Score -1.874881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136329 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -18748806.000000 Penalty: 5877.602051
	Iteration 61Q: 3 clusters Score -1.874881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -18748822.000000 Penalty: 5877.602051
	Iteration 62Q: 3 clusters Score -1.874882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136357 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -18748832.000000 Penalty: 5877.602051
	Iteration 63Q: 3 clusters Score -1.874883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136369 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -18748834.000000 Penalty: 5877.602051
	Iteration 64Q: 3 clusters Score -1.874883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -18748854.000000 Penalty: 5877.602051
	Iteration 65Q: 3 clusters Score -1.874885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18748838.000000 Penalty: 5877.602051
	Iteration 66Q: 3 clusters Score -1.874884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -18748848.000000 Penalty: 5877.602051
	Iteration 67Q: 3 clusters Score -1.874885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136381 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -18748848.000000 Penalty: 5877.602051
	Iteration 68Q: 3 clusters Score -1.874885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -18748842.000000 Penalty: 5877.602051
	Iteration 69Q: 3 clusters Score -1.874884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -18748842.000000 Penalty: 5877.602051
	Iteration 70F: 3 clusters Score -1.874884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160420 members 
Entering Unmasked Estep 
Score: -21523532.000000 Penalty: 2972.416504
	Iteration 0F: 2 clusters Score -2.152353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -21417446.000000 Penalty: 5944.833008
	Iteration 0F: 3 clusters Score -2.141745e+07 nChanged 76840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -21462272.000000 Penalty: 5944.833008
	Iteration 1F: 3 clusters Score -2.146227e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -21463564.000000 Penalty: 5944.833008
	Iteration 2Q: 3 clusters Score -2.146356e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -21465586.000000 Penalty: 5944.833008
	Iteration 3Q: 3 clusters Score -2.146559e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -21468990.000000 Penalty: 5944.833008
	Iteration 4Q: 3 clusters Score -2.146899e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -21475138.000000 Penalty: 5944.833008
	Iteration 5F: 3 clusters Score -2.147514e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -21485534.000000 Penalty: 5944.833008
	Iteration 6F: 3 clusters Score -2.148553e+07 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 137712 members 
Entering Unmasked Estep 
Score: -21499188.000000 Penalty: 5944.833008
	Iteration 7F: 3 clusters Score -2.149919e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 149599 members 
Entering Unmasked Estep 
Score: -21510970.000000 Penalty: 5944.833008
	Iteration 8F: 3 clusters Score -2.151097e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -21517212.000000 Penalty: 5944.833008
	Iteration 9Q: 3 clusters Score -2.151721e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -21519474.000000 Penalty: 5944.833008
	Iteration 10Q: 3 clusters Score -2.151947e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 159662 members 
Entering Unmasked Estep 
Score: -21520256.000000 Penalty: 5944.833008
	Iteration 11Q: 3 clusters Score -2.152026e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -21520576.000000 Penalty: 5944.833008
	Iteration 12Q: 3 clusters Score -2.152058e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -21520752.000000 Penalty: 5944.833008
	Iteration 13Q: 3 clusters Score -2.152075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -21520784.000000 Penalty: 5944.833008
	Iteration 14Q: 3 clusters Score -2.152078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -21520828.000000 Penalty: 5944.833008
	Iteration 15Q: 3 clusters Score -2.152083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 160078 members 
Entering Unmasked Estep 
Score: -21520900.000000 Penalty: 5944.833008
	Iteration 16Q: 3 clusters Score -2.15209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160085 members 
Entering Unmasked Estep 
Score: -21520912.000000 Penalty: 5944.833008
	Iteration 17Q: 3 clusters Score -2.152091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -21520926.000000 Penalty: 5944.833008
	Iteration 18Q: 3 clusters Score -2.152093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160097 members 
Entering Unmasked Estep 
Score: -21520946.000000 Penalty: 5944.833008
	Iteration 19Q: 3 clusters Score -2.152095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160095 members 
Entering Unmasked Estep 
Score: -21520952.000000 Penalty: 5944.833008
	Iteration 20F: 3 clusters Score -2.152095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21520944.000000 Penalty: 5944.833008
	Iteration 21Q: 3 clusters Score -2.152094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21520938.000000 Penalty: 5944.833008
	Iteration 22Q: 3 clusters Score -2.152094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -21520944.000000 Penalty: 5944.833008
	Iteration 23Q: 3 clusters Score -2.152094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -21520954.000000 Penalty: 5944.833008
	Iteration 24Q: 3 clusters Score -2.152095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -21520956.000000 Penalty: 5944.833008
	Iteration 25Q: 3 clusters Score -2.152096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 160089 members 
Entering Unmasked Estep 
Score: -21520960.000000 Penalty: 5944.833008
	Iteration 26Q: 3 clusters Score -2.152096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -21520962.000000 Penalty: 5944.833008
	Iteration 27Q: 3 clusters Score -2.152096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -21520966.000000 Penalty: 5944.833008
	Iteration 28Q: 3 clusters Score -2.152097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21520980.000000 Penalty: 5944.833008
	Iteration 29Q: 3 clusters Score -2.152098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21520980.000000 Penalty: 5944.833008
	Iteration 30Q: 3 clusters Score -2.152098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -21520982.000000 Penalty: 5944.833008
	Iteration 31Q: 3 clusters Score -2.152098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160097 members 
Entering Unmasked Estep 
Score: -21520976.000000 Penalty: 5944.833008
	Iteration 32Q: 3 clusters Score -2.152098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160097 members 
Entering Unmasked Estep 
Score: -21520992.000000 Penalty: 5944.833008
	Iteration 33Q: 3 clusters Score -2.152099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160097 members 
Entering Unmasked Estep 
Score: -21520992.000000 Penalty: 5944.833008
	Iteration 34F: 3 clusters Score -2.152099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 4 contains 173310 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 60498 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 188337 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 118955 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 189949 members 
Mstep: Class 16 contains 76152 members 
Mstep: Class 17 contains 72642 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 18749 members 
Mstep: Class 20 contains 140085 members 
Mstep: Class 21 contains 160420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347008.000000 Penalty: 77098.109375
Iteration 79Q: 23 clusters Score -1.80347e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173293 members 
Mstep: Class 5 contains 103441 members 
Mstep: Class 6 contains 48933 members 
Mstep: Class 7 contains 60529 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 187984 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 118507 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 189911 members 
Mstep: Class 16 contains 76577 members 
Mstep: Class 17 contains 72600 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 18876 members 
Mstep: Class 20 contains 140304 members 
Mstep: Class 21 contains 159833 members 
Mstep: Class 22 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348128.000000 Penalty: 77098.109375
Iteration 80F: 23 clusters Score -1.803481e+08 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173192 members 
Mstep: Class 5 contains 104131 members 
Mstep: Class 6 contains 49132 members 
Mstep: Class 7 contains 60524 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 187652 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 118118 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 189690 members 
Mstep: Class 16 contains 76940 members 
Mstep: Class 17 contains 72551 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 19093 members 
Mstep: Class 20 contains 140539 members 
Mstep: Class 21 contains 159148 members 
Mstep: Class 22 contains 3025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348880.000000 Penalty: 77098.109375
Iteration 81Q: 23 clusters Score -1.803489e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173210 members 
Mstep: Class 5 contains 104792 members 
Mstep: Class 6 contains 49343 members 
Mstep: Class 7 contains 60547 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 187175 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 117774 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 189549 members 
Mstep: Class 16 contains 77234 members 
Mstep: Class 17 contains 72512 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 140777 members 
Mstep: Class 21 contains 158524 members 
Mstep: Class 22 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350352.000000 Penalty: 77098.109375
Iteration 82Q: 23 clusters Score -1.803504e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173248 members 
Mstep: Class 5 contains 105457 members 
Mstep: Class 6 contains 49542 members 
Mstep: Class 7 contains 60567 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 186809 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 117440 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 189359 members 
Mstep: Class 16 contains 77522 members 
Mstep: Class 17 contains 72438 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19395 members 
Mstep: Class 20 contains 141004 members 
Mstep: Class 21 contains 157933 members 
Mstep: Class 22 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351088.000000 Penalty: 77098.109375
Iteration 83Q: 23 clusters Score -1.803511e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173341 members 
Mstep: Class 5 contains 106054 members 
Mstep: Class 6 contains 49737 members 
Mstep: Class 7 contains 60579 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 186471 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 117158 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 15 contains 189194 members 
Mstep: Class 16 contains 77774 members 
Mstep: Class 17 contains 72351 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19486 members 
Mstep: Class 20 contains 141240 members 
Mstep: Class 21 contains 157365 members 
Mstep: Class 22 contains 3352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351264.000000 Penalty: 77098.109375
Iteration 84Q: 23 clusters Score -1.803513e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173438 members 
Mstep: Class 5 contains 106594 members 
Mstep: Class 6 contains 49937 members 
Mstep: Class 7 contains 60599 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 186181 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 116908 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 188939 members 
Mstep: Class 16 contains 78041 members 
Mstep: Class 17 contains 72315 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19569 members 
Mstep: Class 20 contains 141476 members 
Mstep: Class 21 contains 156827 members 
Mstep: Class 22 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351936.000000 Penalty: 77098.109375
Iteration 85Q: 23 clusters Score -1.803519e+08 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173585 members 
Mstep: Class 5 contains 107130 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 7 contains 60613 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 185872 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 116695 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 188722 members 
Mstep: Class 16 contains 78269 members 
Mstep: Class 17 contains 72249 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19642 members 
Mstep: Class 20 contains 141679 members 
Mstep: Class 21 contains 156338 members 
Mstep: Class 22 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351936.000000 Penalty: 77098.109375
Iteration 86Q: 23 clusters Score -1.803519e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173691 members 
Mstep: Class 5 contains 107620 members 
Mstep: Class 6 contains 50278 members 
Mstep: Class 7 contains 60638 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 185631 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 116508 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 188461 members 
Mstep: Class 16 contains 78470 members 
Mstep: Class 17 contains 72188 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19716 members 
Mstep: Class 20 contains 141867 members 
Mstep: Class 21 contains 155917 members 
Mstep: Class 22 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3461.976074 but Gain 3504.460938
Score: -180351408.000000 Penalty: 73593.648438
Iteration 87Q: 22 clusters Score -1.803514e+08 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173849 members 
Mstep: Class 5 contains 108249 members 
Mstep: Class 6 contains 50505 members 
Mstep: Class 7 contains 60664 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 185650 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 116389 members 
Mstep: Class 15 contains 188751 members 
Mstep: Class 16 contains 78784 members 
Mstep: Class 17 contains 72143 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19762 members 
Mstep: Class 20 contains 143241 members 
Mstep: Class 21 contains 155768 members 
Mstep: Class 22 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355248.000000 Penalty: 73593.648438
Iteration 88Q: 22 clusters Score -1.803552e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173915 members 
Mstep: Class 5 contains 108653 members 
Mstep: Class 6 contains 50627 members 
Mstep: Class 7 contains 60676 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 185433 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 116179 members 
Mstep: Class 15 contains 188362 members 
Mstep: Class 16 contains 78921 members 
Mstep: Class 17 contains 72087 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19821 members 
Mstep: Class 20 contains 143743 members 
Mstep: Class 21 contains 155325 members 
Mstep: Class 22 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355856.000000 Penalty: 73593.648438
Iteration 89Q: 22 clusters Score -1.803559e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 173981 members 
Mstep: Class 5 contains 109027 members 
Mstep: Class 6 contains 50745 members 
Mstep: Class 7 contains 60689 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 185115 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 116001 members 
Mstep: Class 15 contains 188083 members 
Mstep: Class 16 contains 79070 members 
Mstep: Class 17 contains 72055 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 144163 members 
Mstep: Class 21 contains 154913 members 
Mstep: Class 22 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356192.000000 Penalty: 73593.648438
Iteration 90Q: 22 clusters Score -1.803562e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174124 members 
Mstep: Class 5 contains 109425 members 
Mstep: Class 6 contains 50881 members 
Mstep: Class 7 contains 60691 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 184767 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 115822 members 
Mstep: Class 15 contains 187797 members 
Mstep: Class 16 contains 79191 members 
Mstep: Class 17 contains 72047 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19953 members 
Mstep: Class 20 contains 144509 members 
Mstep: Class 21 contains 154533 members 
Mstep: Class 22 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356336.000000 Penalty: 73593.648438
Iteration 91Q: 22 clusters Score -1.803563e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174256 members 
Mstep: Class 5 contains 109814 members 
Mstep: Class 6 contains 51012 members 
Mstep: Class 7 contains 60689 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 184463 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 4487 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 115697 members 
Mstep: Class 15 contains 187518 members 
Mstep: Class 16 contains 79328 members 
Mstep: Class 17 contains 72024 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 144746 members 
Mstep: Class 21 contains 154178 members 
Mstep: Class 22 contains 3557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356320.000000 Penalty: 73593.648438
Iteration 92Q: 22 clusters Score -1.803563e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174353 members 
Mstep: Class 5 contains 110209 members 
Mstep: Class 6 contains 51133 members 
Mstep: Class 7 contains 60699 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 184171 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 115572 members 
Mstep: Class 15 contains 187261 members 
Mstep: Class 16 contains 79462 members 
Mstep: Class 17 contains 71992 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20056 members 
Mstep: Class 20 contains 144966 members 
Mstep: Class 21 contains 153847 members 
Mstep: Class 22 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356112.000000 Penalty: 73593.648438
Iteration 93Q: 22 clusters Score -1.803561e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174464 members 
Mstep: Class 5 contains 110641 members 
Mstep: Class 6 contains 51262 members 
Mstep: Class 7 contains 60712 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 183854 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 115450 members 
Mstep: Class 15 contains 187005 members 
Mstep: Class 16 contains 79590 members 
Mstep: Class 17 contains 71970 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20101 members 
Mstep: Class 20 contains 145149 members 
Mstep: Class 21 contains 153514 members 
Mstep: Class 22 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356144.000000 Penalty: 73593.648438
Iteration 94Q: 22 clusters Score -1.803561e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174565 members 
Mstep: Class 5 contains 111048 members 
Mstep: Class 6 contains 51400 members 
Mstep: Class 7 contains 60731 members 
Mstep: Class 8 contains 1250 members 
Mstep: Class 9 contains 183552 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 4483 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 115344 members 
Mstep: Class 15 contains 186777 members 
Mstep: Class 16 contains 79708 members 
Mstep: Class 17 contains 71980 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20143 members 
Mstep: Class 20 contains 145274 members 
Mstep: Class 21 contains 153186 members 
Mstep: Class 22 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356448.000000 Penalty: 73593.648438
Iteration 95Q: 22 clusters Score -1.803564e+08 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174681 members 
Mstep: Class 5 contains 111444 members 
Mstep: Class 6 contains 51506 members 
Mstep: Class 7 contains 60761 members 
Mstep: Class 8 contains 1251 members 
Mstep: Class 9 contains 183230 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 4483 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 115257 members 
Mstep: Class 15 contains 186589 members 
Mstep: Class 16 contains 79837 members 
Mstep: Class 17 contains 71974 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 145320 members 
Mstep: Class 21 contains 152916 members 
Mstep: Class 22 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356560.000000 Penalty: 73593.648438
Iteration 96Q: 22 clusters Score -1.803566e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 174844 members 
Mstep: Class 5 contains 111859 members 
Mstep: Class 6 contains 51604 members 
Mstep: Class 7 contains 60766 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 182938 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 115134 members 
Mstep: Class 15 contains 186433 members 
Mstep: Class 16 contains 79938 members 
Mstep: Class 17 contains 71971 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20231 members 
Mstep: Class 20 contains 145345 members 
Mstep: Class 21 contains 152630 members 
Mstep: Class 22 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357072.000000 Penalty: 73593.648438
Iteration 97Q: 22 clusters Score -1.803571e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175005 members 
Mstep: Class 5 contains 112268 members 
Mstep: Class 6 contains 51715 members 
Mstep: Class 7 contains 60777 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 182687 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 4481 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 114999 members 
Mstep: Class 15 contains 186263 members 
Mstep: Class 16 contains 80037 members 
Mstep: Class 17 contains 71968 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20245 members 
Mstep: Class 20 contains 145333 members 
Mstep: Class 21 contains 152395 members 
Mstep: Class 22 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357424.000000 Penalty: 73593.648438
Iteration 98Q: 22 clusters Score -1.803574e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175169 members 
Mstep: Class 5 contains 112668 members 
Mstep: Class 6 contains 51842 members 
Mstep: Class 7 contains 60786 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 182409 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 114846 members 
Mstep: Class 15 contains 186168 members 
Mstep: Class 16 contains 80119 members 
Mstep: Class 17 contains 71960 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 145320 members 
Mstep: Class 21 contains 152152 members 
Mstep: Class 22 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357264.000000 Penalty: 73593.648438
Iteration 99Q: 22 clusters Score -1.803573e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175317 members 
Mstep: Class 5 contains 113061 members 
Mstep: Class 6 contains 51991 members 
Mstep: Class 7 contains 60787 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 9 contains 182097 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 114723 members 
Mstep: Class 15 contains 186073 members 
Mstep: Class 16 contains 80218 members 
Mstep: Class 17 contains 71967 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20272 members 
Mstep: Class 20 contains 145256 members 
Mstep: Class 21 contains 151913 members 
Mstep: Class 22 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357472.000000 Penalty: 73593.648438
Iteration 100F: 22 clusters Score -1.803575e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175459 members 
Mstep: Class 5 contains 113504 members 
Mstep: Class 6 contains 52116 members 
Mstep: Class 7 contains 60806 members 
Mstep: Class 8 contains 1255 members 
Mstep: Class 9 contains 181715 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 114623 members 
Mstep: Class 15 contains 185982 members 
Mstep: Class 16 contains 80304 members 
Mstep: Class 17 contains 71954 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20288 members 
Mstep: Class 20 contains 145229 members 
Mstep: Class 21 contains 151683 members 
Mstep: Class 22 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357376.000000 Penalty: 73593.648438
Iteration 101Q: 22 clusters Score -1.803574e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175583 members 
Mstep: Class 5 contains 113936 members 
Mstep: Class 6 contains 52256 members 
Mstep: Class 7 contains 60819 members 
Mstep: Class 8 contains 1256 members 
Mstep: Class 9 contains 181380 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 4473 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 114538 members 
Mstep: Class 15 contains 185812 members 
Mstep: Class 16 contains 80395 members 
Mstep: Class 17 contains 71959 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 145200 members 
Mstep: Class 21 contains 151468 members 
Mstep: Class 22 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357312.000000 Penalty: 73593.648438
Iteration 102Q: 22 clusters Score -1.803573e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175725 members 
Mstep: Class 5 contains 114340 members 
Mstep: Class 6 contains 52410 members 
Mstep: Class 7 contains 60833 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 181072 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 114446 members 
Mstep: Class 15 contains 185625 members 
Mstep: Class 16 contains 80514 members 
Mstep: Class 17 contains 71966 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20334 members 
Mstep: Class 20 contains 145116 members 
Mstep: Class 21 contains 151259 members 
Mstep: Class 22 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357264.000000 Penalty: 73593.648438
Iteration 103Q: 22 clusters Score -1.803573e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 175896 members 
Mstep: Class 5 contains 114723 members 
Mstep: Class 6 contains 52564 members 
Mstep: Class 7 contains 60846 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 180731 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 114351 members 
Mstep: Class 15 contains 185455 members 
Mstep: Class 16 contains 80619 members 
Mstep: Class 17 contains 71984 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20358 members 
Mstep: Class 20 contains 145010 members 
Mstep: Class 21 contains 151086 members 
Mstep: Class 22 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357584.000000 Penalty: 73593.648438
Iteration 104Q: 22 clusters Score -1.803576e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176036 members 
Mstep: Class 5 contains 115129 members 
Mstep: Class 6 contains 52708 members 
Mstep: Class 7 contains 60868 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 180469 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 114259 members 
Mstep: Class 15 contains 185193 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 71974 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20364 members 
Mstep: Class 20 contains 144939 members 
Mstep: Class 21 contains 150948 members 
Mstep: Class 22 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357328.000000 Penalty: 73593.648438
Iteration 105Q: 22 clusters Score -1.803573e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176192 members 
Mstep: Class 5 contains 115541 members 
Mstep: Class 6 contains 52850 members 
Mstep: Class 7 contains 60882 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 180214 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 114176 members 
Mstep: Class 15 contains 184878 members 
Mstep: Class 16 contains 80835 members 
Mstep: Class 17 contains 71991 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20383 members 
Mstep: Class 20 contains 144816 members 
Mstep: Class 21 contains 150842 members 
Mstep: Class 22 contains 3846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357120.000000 Penalty: 73593.648438
Iteration 106Q: 22 clusters Score -1.803571e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176387 members 
Mstep: Class 5 contains 115934 members 
Mstep: Class 6 contains 52968 members 
Mstep: Class 7 contains 60894 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 179933 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 114072 members 
Mstep: Class 15 contains 184571 members 
Mstep: Class 16 contains 80972 members 
Mstep: Class 17 contains 72014 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20391 members 
Mstep: Class 20 contains 144730 members 
Mstep: Class 21 contains 150726 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357136.000000 Penalty: 73593.648438
Iteration 107Q: 22 clusters Score -1.803571e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176522 members 
Mstep: Class 5 contains 116344 members 
Mstep: Class 6 contains 53102 members 
Mstep: Class 7 contains 60922 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 179568 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 113988 members 
Mstep: Class 15 contains 184322 members 
Mstep: Class 16 contains 81094 members 
Mstep: Class 17 contains 72024 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20414 members 
Mstep: Class 20 contains 144693 members 
Mstep: Class 21 contains 150583 members 
Mstep: Class 22 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357344.000000 Penalty: 73593.648438
Iteration 108Q: 22 clusters Score -1.803573e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176663 members 
Mstep: Class 5 contains 116755 members 
Mstep: Class 6 contains 53212 members 
Mstep: Class 7 contains 60942 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 179252 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 113906 members 
Mstep: Class 15 contains 184035 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 72015 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 20 contains 144659 members 
Mstep: Class 21 contains 150456 members 
Mstep: Class 22 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358016.000000 Penalty: 73593.648438
Iteration 109Q: 22 clusters Score -1.80358e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176829 members 
Mstep: Class 5 contains 117204 members 
Mstep: Class 6 contains 53312 members 
Mstep: Class 7 contains 60990 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 178842 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 4458 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 113812 members 
Mstep: Class 15 contains 183847 members 
Mstep: Class 16 contains 81395 members 
Mstep: Class 17 contains 72029 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20434 members 
Mstep: Class 20 contains 144591 members 
Mstep: Class 21 contains 150284 members 
Mstep: Class 22 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358608.000000 Penalty: 73593.648438
Iteration 110Q: 22 clusters Score -1.803586e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 176991 members 
Mstep: Class 5 contains 117650 members 
Mstep: Class 6 contains 53412 members 
Mstep: Class 7 contains 61027 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 178359 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113740 members 
Mstep: Class 15 contains 183689 members 
Mstep: Class 16 contains 81542 members 
Mstep: Class 17 contains 72041 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20447 members 
Mstep: Class 20 contains 144533 members 
Mstep: Class 21 contains 150138 members 
Mstep: Class 22 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358080.000000 Penalty: 73593.648438
Iteration 111Q: 22 clusters Score -1.803581e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177127 members 
Mstep: Class 5 contains 118114 members 
Mstep: Class 6 contains 53518 members 
Mstep: Class 7 contains 61074 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 177961 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113644 members 
Mstep: Class 15 contains 183458 members 
Mstep: Class 16 contains 81663 members 
Mstep: Class 17 contains 72065 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 144503 members 
Mstep: Class 21 contains 149982 members 
Mstep: Class 22 contains 3910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358592.000000 Penalty: 73593.648438
Iteration 112Q: 22 clusters Score -1.803586e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177260 members 
Mstep: Class 5 contains 118549 members 
Mstep: Class 6 contains 53617 members 
Mstep: Class 7 contains 61102 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 177504 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113553 members 
Mstep: Class 15 contains 183282 members 
Mstep: Class 16 contains 81803 members 
Mstep: Class 17 contains 72112 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 20 contains 144448 members 
Mstep: Class 21 contains 149858 members 
Mstep: Class 22 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358704.000000 Penalty: 73593.648438
Iteration 113Q: 22 clusters Score -1.803587e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177411 members 
Mstep: Class 5 contains 119005 members 
Mstep: Class 6 contains 53729 members 
Mstep: Class 7 contains 61134 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 176971 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113481 members 
Mstep: Class 15 contains 183165 members 
Mstep: Class 16 contains 81949 members 
Mstep: Class 17 contains 72155 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 144379 members 
Mstep: Class 21 contains 149720 members 
Mstep: Class 22 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358608.000000 Penalty: 73593.648438
Iteration 114Q: 22 clusters Score -1.803586e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177550 members 
Mstep: Class 5 contains 119442 members 
Mstep: Class 6 contains 53848 members 
Mstep: Class 7 contains 61155 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 176474 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113459 members 
Mstep: Class 15 contains 182931 members 
Mstep: Class 16 contains 82104 members 
Mstep: Class 17 contains 72202 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20469 members 
Mstep: Class 20 contains 144346 members 
Mstep: Class 21 contains 149583 members 
Mstep: Class 22 contains 3925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358784.000000 Penalty: 73593.648438
Iteration 115Q: 22 clusters Score -1.803588e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177696 members 
Mstep: Class 5 contains 119906 members 
Mstep: Class 6 contains 53959 members 
Mstep: Class 7 contains 61150 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 175996 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113450 members 
Mstep: Class 15 contains 182642 members 
Mstep: Class 16 contains 82243 members 
Mstep: Class 17 contains 72251 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20468 members 
Mstep: Class 20 contains 144359 members 
Mstep: Class 21 contains 149445 members 
Mstep: Class 22 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358720.000000 Penalty: 73593.648438
Iteration 116Q: 22 clusters Score -1.803587e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 177865 members 
Mstep: Class 5 contains 120314 members 
Mstep: Class 6 contains 54050 members 
Mstep: Class 7 contains 61155 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 175607 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113410 members 
Mstep: Class 15 contains 182295 members 
Mstep: Class 16 contains 82369 members 
Mstep: Class 17 contains 72335 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20475 members 
Mstep: Class 20 contains 144348 members 
Mstep: Class 21 contains 149338 members 
Mstep: Class 22 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358560.000000 Penalty: 73593.648438
Iteration 117Q: 22 clusters Score -1.803586e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178025 members 
Mstep: Class 5 contains 120736 members 
Mstep: Class 6 contains 54135 members 
Mstep: Class 7 contains 61191 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 175178 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113351 members 
Mstep: Class 15 contains 181976 members 
Mstep: Class 16 contains 82509 members 
Mstep: Class 17 contains 72405 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 144356 members 
Mstep: Class 21 contains 149223 members 
Mstep: Class 22 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358720.000000 Penalty: 73593.648438
Iteration 118Q: 22 clusters Score -1.803587e+08 nChanged 3508
Entering ConstructFrom: 
Score: -180358720.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -43194.589844 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -43194.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41901.187500 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -41901.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42041.546875 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -42041.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42092.578125 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -42092.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42129.820312 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -42129.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42186.449219 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -42186.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42209.171875 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -42209.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42223.117188 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -42223.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42262.226562 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -42262.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42295.921875 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -42295.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42316.593750 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -42316.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42326.144531 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -42326.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42334.824219 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -42334.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42336.773438 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -42336.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42336.773438 Penalty: 2951.518799
	Iteration 13F: 3 clusters Score -42336.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 296 members 
Entering Unmasked Estep 
Score: -69763.203125 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69763.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70003.617188 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -70003.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70093.351562 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70093.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70185.906250 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70185.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70216.031250 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70216.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70225.796875 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70236.851562 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70236.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70239.500000 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70255.265625 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70255.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70287.125000 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70287.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70317.062500 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70317.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70349.570312 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70349.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70373.640625 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70373.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70393.515625 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -70393.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70398.734375 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -70398.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70402.093750 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -70402.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70402.093750 Penalty: 3175.350830
	Iteration 16F: 3 clusters Score -70402.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 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 410 members 
Entering Unmasked Estep 
Score: -103349.812500 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103349.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103620.046875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103718.132812 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103718.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103777.218750 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103777.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103815.585938 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103815.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103871.164062 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103948.125000 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104011.093750 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104011.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104111.367188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104111.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104228.757812 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104303.906250 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104303.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104352.460938 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104352.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104424.515625 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104484.273438 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104518.367188 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104562.218750 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104591.031250 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104620.648438 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104669.554688 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104742.773438 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104837.218750 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104942.968750 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -104943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105090.554688 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -105090.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105381.203125 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -105381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105556.000000 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -105556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105573.578125 Penalty: 3343.883545
	Iteration 25Q: 3 clusters Score -105573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105577.531250 Penalty: 3343.883545
	Iteration 26F: 3 clusters Score -105577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105592.515625 Penalty: 3343.883545
	Iteration 27Q: 3 clusters Score -105592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105592.515625 Penalty: 3343.883545
	Iteration 28F: 3 clusters Score -105592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 178186 members 
Mstep: Class 5 contains 121175 members 
Mstep: Class 6 contains 54221 members 
Mstep: Class 7 contains 61204 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 174775 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113289 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 181657 members 
Mstep: Class 16 contains 82651 members 
Mstep: Class 17 contains 72471 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 144379 members 
Mstep: Class 21 contains 149081 members 
Mstep: Class 22 contains 3942 members 
Entering Unmasked Estep 
Score: -180357040.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180358720.000000 to -180357040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (178186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178186 members 
Entering Unmasked Estep 
Score: -24061422.000000 Penalty: 2998.464600
	Iteration 0F: 2 clusters Score -2.406142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
Score: -23954038.000000 Penalty: 5996.929199
	Iteration 0F: 3 clusters Score -2.395404e+07 nChanged 85411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -24003586.000000 Penalty: 5996.929199
	Iteration 1F: 3 clusters Score -2.400359e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -24004578.000000 Penalty: 5996.929199
	Iteration 2Q: 3 clusters Score -2.400458e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2.400594e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -24008160.000000 Penalty: 5996.929199
	Iteration 4Q: 3 clusters Score -2.400816e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -24011498.000000 Penalty: 5996.929199
	Iteration 5Q: 3 clusters Score -2.40115e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -24016074.000000 Penalty: 5996.929199
	Iteration 6F: 3 clusters Score -2.401607e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -24021412.000000 Penalty: 5996.929199
	Iteration 7F: 3 clusters Score -2.402141e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -24026940.000000 Penalty: 5996.929199
	Iteration 8F: 3 clusters Score -2.402694e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -24032770.000000 Penalty: 5996.929199
	Iteration 9F: 3 clusters Score -2.403277e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -24038814.000000 Penalty: 5996.929199
	Iteration 10F: 3 clusters Score -2.403881e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -24044436.000000 Penalty: 5996.929199
	Iteration 11F: 3 clusters Score -2.404444e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -24048544.000000 Penalty: 5996.929199
	Iteration 12Q: 3 clusters Score -2.404854e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106819 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -24050586.000000 Penalty: 5996.929199
	Iteration 13Q: 3 clusters Score -2.405059e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -24051512.000000 Penalty: 5996.929199
	Iteration 14Q: 3 clusters Score -2.405151e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -24052112.000000 Penalty: 5996.929199
	Iteration 15Q: 3 clusters Score -2.405211e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -24052594.000000 Penalty: 5996.929199
	Iteration 16Q: 3 clusters Score -2.405259e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112807 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -24053034.000000 Penalty: 5996.929199
	Iteration 17Q: 3 clusters Score -2.405303e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114323 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -24053572.000000 Penalty: 5996.929199
	Iteration 18Q: 3 clusters Score -2.405357e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -24053938.000000 Penalty: 5996.929199
	Iteration 19Q: 3 clusters Score -2.405394e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117224 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -24054358.000000 Penalty: 5996.929199
	Iteration 20F: 3 clusters Score -2.405436e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -24054834.000000 Penalty: 5996.929199
	Iteration 21Q: 3 clusters Score -2.405483e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -24055184.000000 Penalty: 5996.929199
	Iteration 22Q: 3 clusters Score -2.405518e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -24055500.000000 Penalty: 5996.929199
	Iteration 23Q: 3 clusters Score -2.40555e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -24055720.000000 Penalty: 5996.929199
	Iteration 24Q: 3 clusters Score -2.405572e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -24055976.000000 Penalty: 5996.929199
	Iteration 25Q: 3 clusters Score -2.405598e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126460 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -24056266.000000 Penalty: 5996.929199
	Iteration 26Q: 3 clusters Score -2.405627e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -24056682.000000 Penalty: 5996.929199
	Iteration 27Q: 3 clusters Score -2.405668e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -24056990.000000 Penalty: 5996.929199
	Iteration 28Q: 3 clusters Score -2.405699e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131166 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -24057294.000000 Penalty: 5996.929199
	Iteration 29Q: 3 clusters Score -2.405729e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -24057586.000000 Penalty: 5996.929199
	Iteration 30Q: 3 clusters Score -2.405759e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -24057836.000000 Penalty: 5996.929199
	Iteration 31Q: 3 clusters Score -2.405784e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136132 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -24058346.000000 Penalty: 5996.929199
	Iteration 32Q: 3 clusters Score -2.405835e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138024 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -24058720.000000 Penalty: 5996.929199
	Iteration 33Q: 3 clusters Score -2.405872e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -24059382.000000 Penalty: 5996.929199
	Iteration 34Q: 3 clusters Score -2.405938e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142316 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -24059820.000000 Penalty: 5996.929199
	Iteration 35Q: 3 clusters Score -2.405982e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -24060254.000000 Penalty: 5996.929199
	Iteration 36Q: 3 clusters Score -2.406025e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -24060796.000000 Penalty: 5996.929199
	Iteration 37Q: 3 clusters Score -2.40608e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -24061384.000000 Penalty: 5996.929199
	Iteration 38Q: 3 clusters Score -2.406138e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -24061672.000000 Penalty: 5996.929199
	Iteration 39Q: 3 clusters Score -2.406167e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -24061848.000000 Penalty: 5996.929199
	Iteration 40F: 3 clusters Score -2.406185e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -24061874.000000 Penalty: 5996.929199
	Iteration 41Q: 3 clusters Score -2.406187e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -24061876.000000 Penalty: 5996.929199
	Iteration 42Q: 3 clusters Score -2.406188e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -24061856.000000 Penalty: 5996.929199
	Iteration 43Q: 3 clusters Score -2.406186e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -24061926.000000 Penalty: 5996.929199
	Iteration 44Q: 3 clusters Score -2.406193e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -24061854.000000 Penalty: 5996.929199
	Iteration 45Q: 3 clusters Score -2.406185e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -24061730.000000 Penalty: 5996.929199
	Iteration 46Q: 3 clusters Score -2.406173e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -24061576.000000 Penalty: 5996.929199
	Iteration 47Q: 3 clusters Score -2.406158e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -24061476.000000 Penalty: 5996.929199
	Iteration 48Q: 3 clusters Score -2.406148e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171056 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -24061314.000000 Penalty: 5996.929199
	Iteration 49Q: 3 clusters Score -2.406131e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -24061080.000000 Penalty: 5996.929199
	Iteration 50Q: 3 clusters Score -2.406108e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -24060864.000000 Penalty: 5996.929199
	Iteration 51Q: 3 clusters Score -2.406086e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -24060710.000000 Penalty: 5996.929199
	Iteration 52Q: 3 clusters Score -2.406071e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -24060670.000000 Penalty: 5996.929199
	Iteration 53Q: 3 clusters Score -2.406067e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174433 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.406059e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174862 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -24060504.000000 Penalty: 5996.929199
	Iteration 55Q: 3 clusters Score -2.40605e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -24060462.000000 Penalty: 5996.929199
	Iteration 56Q: 3 clusters Score -2.406046e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -24060346.000000 Penalty: 5996.929199
	Iteration 57Q: 3 clusters Score -2.406035e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -24060352.000000 Penalty: 5996.929199
	Iteration 58Q: 3 clusters Score -2.406035e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175904 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -24060276.000000 Penalty: 5996.929199
	Iteration 59Q: 3 clusters Score -2.406028e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176054 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -24060240.000000 Penalty: 5996.929199
	Iteration 60F: 3 clusters Score -2.406024e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176178 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -24060208.000000 Penalty: 5996.929199
	Iteration 61Q: 3 clusters Score -2.406021e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176260 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24060158.000000 Penalty: 5996.929199
	Iteration 62Q: 3 clusters Score -2.406016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -24060132.000000 Penalty: 5996.929199
	Iteration 63Q: 3 clusters Score -2.406013e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -24060086.000000 Penalty: 5996.929199
	Iteration 64Q: 3 clusters Score -2.406009e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.406009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176524 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -24060036.000000 Penalty: 5996.929199
	Iteration 66Q: 3 clusters Score -2.406004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -24060008.000000 Penalty: 5996.929199
	Iteration 67Q: 3 clusters Score -2.406001e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176604 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24060038.000000 Penalty: 5996.929199
	Iteration 68Q: 3 clusters Score -2.406004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24060060.000000 Penalty: 5996.929199
	Iteration 69Q: 3 clusters Score -2.406006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24060050.000000 Penalty: 5996.929199
	Iteration 70Q: 3 clusters Score -2.406005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.406005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -24060024.000000 Penalty: 5996.929199
	Iteration 72Q: 3 clusters Score -2.406002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -24060024.000000 Penalty: 5996.929199
	Iteration 73Q: 3 clusters Score -2.406002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176716 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -24060028.000000 Penalty: 5996.929199
	Iteration 74Q: 3 clusters Score -2.406003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -24060012.000000 Penalty: 5996.929199
	Iteration 75Q: 3 clusters Score -2.406001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.406002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -24060020.000000 Penalty: 5996.929199
	Iteration 77Q: 3 clusters Score -2.406002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176754 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -24060010.000000 Penalty: 5996.929199
	Iteration 78Q: 3 clusters Score -2.406001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -24060004.000000 Penalty: 5996.929199
	Iteration 79Q: 3 clusters Score -2.406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176779 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -24059988.000000 Penalty: 5996.929199
	Iteration 80F: 3 clusters Score -2.405999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.405999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176795 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176797 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -24059978.000000 Penalty: 5996.929199
	Iteration 83Q: 3 clusters Score -2.405998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176803 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24059980.000000 Penalty: 5996.929199
	Iteration 84Q: 3 clusters Score -2.405998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176810 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -24059992.000000 Penalty: 5996.929199
	Iteration 85Q: 3 clusters Score -2.405999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -24059998.000000 Penalty: 5996.929199
	Iteration 86Q: 3 clusters Score -2.406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -24059962.000000 Penalty: 5996.929199
	Iteration 87Q: 3 clusters Score -2.405996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24059962.000000 Penalty: 5996.929199
	Iteration 88Q: 3 clusters Score -2.405996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176857 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -24059964.000000 Penalty: 5996.929199
	Iteration 89Q: 3 clusters Score -2.405996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -24059952.000000 Penalty: 5996.929199
	Iteration 90Q: 3 clusters Score -2.405995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -24059956.000000 Penalty: 5996.929199
	Iteration 91Q: 3 clusters Score -2.405996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24059940.000000 Penalty: 5996.929199
	Iteration 92Q: 3 clusters Score -2.405994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -24059950.000000 Penalty: 5996.929199
	Iteration 93Q: 3 clusters Score -2.405995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24059954.000000 Penalty: 5996.929199
	Iteration 94Q: 3 clusters Score -2.405995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176879 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -24059950.000000 Penalty: 5996.929199
	Iteration 95Q: 3 clusters Score -2.405995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176883 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24059952.000000 Penalty: 5996.929199
	Iteration 96Q: 3 clusters Score -2.405995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24059954.000000 Penalty: 5996.929199
	Iteration 97Q: 3 clusters Score -2.405995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176890 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24059944.000000 Penalty: 5996.929199
	Iteration 98Q: 3 clusters Score -2.405994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176892 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24059926.000000 Penalty: 5996.929199
	Iteration 99Q: 3 clusters Score -2.405993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24059932.000000 Penalty: 5996.929199
	Iteration 100F: 3 clusters Score -2.405993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176896 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24059920.000000 Penalty: 5996.929199
	Iteration 101Q: 3 clusters Score -2.405992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176900 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24059940.000000 Penalty: 5996.929199
	Iteration 102Q: 3 clusters Score -2.405994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24059924.000000 Penalty: 5996.929199
	Iteration 103Q: 3 clusters Score -2.405992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24059924.000000 Penalty: 5996.929199
	Iteration 104F: 3 clusters Score -2.405992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Entering Unmasked Estep 
Score: -16365709.000000 Penalty: 2902.837891
	Iteration 0F: 2 clusters Score -1.636571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -16284670.000000 Penalty: 5805.675781
	Iteration 0F: 3 clusters Score -1.628467e+07 nChanged 57379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -16318069.000000 Penalty: 5805.675781
	Iteration 1F: 3 clusters Score -1.631807e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -16318947.000000 Penalty: 5805.675781
	Iteration 2Q: 3 clusters Score -1.631895e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -16320319.000000 Penalty: 5805.675781
	Iteration 3Q: 3 clusters Score -1.632032e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -16322810.000000 Penalty: 5805.675781
	Iteration 4Q: 3 clusters Score -1.632281e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -16327257.000000 Penalty: 5805.675781
	Iteration 5F: 3 clusters Score -1.632726e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -16334706.000000 Penalty: 5805.675781
	Iteration 6F: 3 clusters Score -1.633471e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -16345132.000000 Penalty: 5805.675781
	Iteration 7F: 3 clusters Score -1.634513e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -16354617.000000 Penalty: 5805.675781
	Iteration 8F: 3 clusters Score -1.635462e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -16359929.000000 Penalty: 5805.675781
	Iteration 9Q: 3 clusters Score -1.635993e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 118699 members 
Entering Unmasked Estep 
Score: -16361990.000000 Penalty: 5805.675781
	Iteration 10Q: 3 clusters Score -1.636199e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -16362847.000000 Penalty: 5805.675781
	Iteration 11Q: 3 clusters Score -1.636285e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -16363298.000000 Penalty: 5805.675781
	Iteration 12Q: 3 clusters Score -1.63633e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 119930 members 
Entering Unmasked Estep 
Score: -16363468.000000 Penalty: 5805.675781
	Iteration 13Q: 3 clusters Score -1.636347e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -16363595.000000 Penalty: 5805.675781
	Iteration 14Q: 3 clusters Score -1.63636e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 120021 members 
Entering Unmasked Estep 
Score: -16363649.000000 Penalty: 5805.675781
	Iteration 15Q: 3 clusters Score -1.636365e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -16363667.000000 Penalty: 5805.675781
	Iteration 16Q: 3 clusters Score -1.636367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -16363717.000000 Penalty: 5805.675781
	Iteration 17Q: 3 clusters Score -1.636372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -16363734.000000 Penalty: 5805.675781
	Iteration 18Q: 3 clusters Score -1.636373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -16363736.000000 Penalty: 5805.675781
	Iteration 19Q: 3 clusters Score -1.636374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -16363760.000000 Penalty: 5805.675781
	Iteration 20F: 3 clusters Score -1.636376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -16363735.000000 Penalty: 5805.675781
	Iteration 21Q: 3 clusters Score -1.636374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 120122 members 
Entering Unmasked Estep 
Score: -16363752.000000 Penalty: 5805.675781
	Iteration 22Q: 3 clusters Score -1.636375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -16363760.000000 Penalty: 5805.675781
	Iteration 23Q: 3 clusters Score -1.636376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -16363760.000000 Penalty: 5805.675781
	Iteration 24Q: 3 clusters Score -1.636376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 120119 members 
Entering Unmasked Estep 
Score: -16363755.000000 Penalty: 5805.675781
	Iteration 25Q: 3 clusters Score -1.636376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 120119 members 
Entering Unmasked Estep 
Score: -16363748.000000 Penalty: 5805.675781
	Iteration 26Q: 3 clusters Score -1.636375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -16363764.000000 Penalty: 5805.675781
	Iteration 27Q: 3 clusters Score -1.636376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 120126 members 
Entering Unmasked Estep 
Score: -16363771.000000 Penalty: 5805.675781
	Iteration 28Q: 3 clusters Score -1.636377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 120129 members 
Entering Unmasked Estep 
Score: -16363781.000000 Penalty: 5805.675781
	Iteration 29Q: 3 clusters Score -1.636378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -16363771.000000 Penalty: 5805.675781
	Iteration 30Q: 3 clusters Score -1.636377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -16363774.000000 Penalty: 5805.675781
	Iteration 31Q: 3 clusters Score -1.636377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -16363775.000000 Penalty: 5805.675781
	Iteration 32Q: 3 clusters Score -1.636378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -16363775.000000 Penalty: 5805.675781
	Iteration 33Q: 3 clusters Score -1.636378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -16363783.000000 Penalty: 5805.675781
	Iteration 34Q: 3 clusters Score -1.636378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 120150 members 
Entering Unmasked Estep 
Score: -16363777.000000 Penalty: 5805.675781
	Iteration 35Q: 3 clusters Score -1.636378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -16363778.000000 Penalty: 5805.675781
	Iteration 36Q: 3 clusters Score -1.636378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -16363778.000000 Penalty: 5805.675781
	Iteration 37F: 3 clusters Score -1.636378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Entering Unmasked Estep 
Score: -7359830.500000 Penalty: 2703.404297
	Iteration 0F: 2 clusters Score -7359830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -7323216.500000 Penalty: 5406.808594
	Iteration 0F: 3 clusters Score -7323216 nChanged 25134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -7337010.000000 Penalty: 5406.808594
	Iteration 1F: 3 clusters Score -7337010 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -7337548.000000 Penalty: 5406.808594
	Iteration 2Q: 3 clusters Score -7337548 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -7337953.500000 Penalty: 5406.808594
	Iteration 3Q: 3 clusters Score -7337954 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7338391.500000 Penalty: 5406.808594
	Iteration 4Q: 3 clusters Score -7338392 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -7338861.000000 Penalty: 5406.808594
	Iteration 5Q: 3 clusters Score -7338861 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7339293.000000 Penalty: 5406.808594
	Iteration 6Q: 3 clusters Score -7339293 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7339814.500000 Penalty: 5406.808594
	Iteration 7Q: 3 clusters Score -7339814 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -7340459.500000 Penalty: 5406.808594
	Iteration 8Q: 3 clusters Score -7340460 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7341379.500000 Penalty: 5406.808594
	Iteration 9Q: 3 clusters Score -7341380 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -7342561.500000 Penalty: 5406.808594
	Iteration 10Q: 3 clusters Score -7342562 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -7344159.500000 Penalty: 5406.808594
	Iteration 11Q: 3 clusters Score -7344160 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7346007.000000 Penalty: 5406.808594
	Iteration 12Q: 3 clusters Score -7346007 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7347868.000000 Penalty: 5406.808594
	Iteration 13Q: 3 clusters Score -7347868 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7349614.000000 Penalty: 5406.808594
	Iteration 14Q: 3 clusters Score -7349614 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7351023.000000 Penalty: 5406.808594
	Iteration 15Q: 3 clusters Score -7351023 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -7352119.000000 Penalty: 5406.808594
	Iteration 16Q: 3 clusters Score -7352119 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -7352858.500000 Penalty: 5406.808594
	Iteration 17Q: 3 clusters Score -7352858 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -7353470.500000 Penalty: 5406.808594
	Iteration 18Q: 3 clusters Score -7353470 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -7353973.000000 Penalty: 5406.808594
	Iteration 19Q: 3 clusters Score -7353973 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -7354417.000000 Penalty: 5406.808594
	Iteration 20F: 3 clusters Score -7354417 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -7354870.500000 Penalty: 5406.808594
	Iteration 21Q: 3 clusters Score -7354870 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -7355276.000000 Penalty: 5406.808594
	Iteration 22Q: 3 clusters Score -7355276 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7355658.000000 Penalty: 5406.808594
	Iteration 23Q: 3 clusters Score -7355658 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7356014.500000 Penalty: 5406.808594
	Iteration 24Q: 3 clusters Score -7356014 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -7356307.000000 Penalty: 5406.808594
	Iteration 25Q: 3 clusters Score -7356307 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -7356559.000000 Penalty: 5406.808594
	Iteration 26Q: 3 clusters Score -7356559 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7356785.500000 Penalty: 5406.808594
	Iteration 27Q: 3 clusters Score -7356786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -7356924.500000 Penalty: 5406.808594
	Iteration 28Q: 3 clusters Score -7356924 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -7357065.500000 Penalty: 5406.808594
	Iteration 29Q: 3 clusters Score -7357066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -7357190.500000 Penalty: 5406.808594
	Iteration 30Q: 3 clusters Score -7357190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -7357257.500000 Penalty: 5406.808594
	Iteration 31Q: 3 clusters Score -7357258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7357322.000000 Penalty: 5406.808594
	Iteration 32Q: 3 clusters Score -7357322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -7357365.500000 Penalty: 5406.808594
	Iteration 33Q: 3 clusters Score -7357366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -7357406.000000 Penalty: 5406.808594
	Iteration 34Q: 3 clusters Score -7357406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -7357418.500000 Penalty: 5406.808594
	Iteration 35Q: 3 clusters Score -7357418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -7357451.500000 Penalty: 5406.808594
	Iteration 36Q: 3 clusters Score -7357452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -7357457.000000 Penalty: 5406.808594
	Iteration 37Q: 3 clusters Score -7357457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7357469.500000 Penalty: 5406.808594
	Iteration 38Q: 3 clusters Score -7357470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7357471.500000 Penalty: 5406.808594
	Iteration 39Q: 3 clusters Score -7357472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7357476.500000 Penalty: 5406.808594
	Iteration 40F: 3 clusters Score -7357476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -7357483.500000 Penalty: 5406.808594
	Iteration 41Q: 3 clusters Score -7357484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -7357478.500000 Penalty: 5406.808594
	Iteration 42Q: 3 clusters Score -7357478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7357481.500000 Penalty: 5406.808594
	Iteration 43Q: 3 clusters Score -7357482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7357484.000000 Penalty: 5406.808594
	Iteration 44Q: 3 clusters Score -7357484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7357482.500000 Penalty: 5406.808594
	Iteration 45Q: 3 clusters Score -7357482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -7357484.000000 Penalty: 5406.808594
	Iteration 46Q: 3 clusters Score -7357484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -7357477.000000 Penalty: 5406.808594
	Iteration 47Q: 3 clusters Score -7357477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7357484.500000 Penalty: 5406.808594
	Iteration 48Q: 3 clusters Score -7357484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -7357488.500000 Penalty: 5406.808594
	Iteration 49Q: 3 clusters Score -7357488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -7357488.500000 Penalty: 5406.808594
	Iteration 50Q: 3 clusters Score -7357488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -7357490.000000 Penalty: 5406.808594
	Iteration 51Q: 3 clusters Score -7357490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -7357492.000000 Penalty: 5406.808594
	Iteration 52Q: 3 clusters Score -7357492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -7357494.000000 Penalty: 5406.808594
	Iteration 53Q: 3 clusters Score -7357494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7357492.000000 Penalty: 5406.808594
	Iteration 54Q: 3 clusters Score -7357492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7357492.000000 Penalty: 5406.808594
	Iteration 55F: 3 clusters Score -7357492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Entering Unmasked Estep 
Score: -7961817.000000 Penalty: 2733.447998
	Iteration 0F: 2 clusters Score -7961817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7920741.000000 Penalty: 5466.895996
	Iteration 0F: 3 clusters Score -7920741 nChanged 28413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -7936765.500000 Penalty: 5466.895996
	Iteration 1F: 3 clusters Score -7936766 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -7937427.500000 Penalty: 5466.895996
	Iteration 2Q: 3 clusters Score -7937428 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -7938122.000000 Penalty: 5466.895996
	Iteration 3Q: 3 clusters Score -7938122 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -7938867.000000 Penalty: 5466.895996
	Iteration 4Q: 3 clusters Score -7938867 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7939751.500000 Penalty: 5466.895996
	Iteration 5Q: 3 clusters Score -7939752 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -7940815.500000 Penalty: 5466.895996
	Iteration 6Q: 3 clusters Score -7940816 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -7942018.500000 Penalty: 5466.895996
	Iteration 7Q: 3 clusters Score -7942018 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -7943502.500000 Penalty: 5466.895996
	Iteration 8Q: 3 clusters Score -7943502 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -7945095.500000 Penalty: 5466.895996
	Iteration 9Q: 3 clusters Score -7945096 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -7946576.500000 Penalty: 5466.895996
	Iteration 10Q: 3 clusters Score -7946576 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -7947968.000000 Penalty: 5466.895996
	Iteration 11Q: 3 clusters Score -7947968 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -7949254.000000 Penalty: 5466.895996
	Iteration 12Q: 3 clusters Score -7949254 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7950504.000000 Penalty: 5466.895996
	Iteration 13Q: 3 clusters Score -7950504 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -7951682.500000 Penalty: 5466.895996
	Iteration 14Q: 3 clusters Score -7951682 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -7952874.500000 Penalty: 5466.895996
	Iteration 15Q: 3 clusters Score -7952874 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -7953965.000000 Penalty: 5466.895996
	Iteration 16Q: 3 clusters Score -7953965 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -7954977.000000 Penalty: 5466.895996
	Iteration 17Q: 3 clusters Score -7954977 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -7955839.500000 Penalty: 5466.895996
	Iteration 18Q: 3 clusters Score -7955840 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7956499.000000 Penalty: 5466.895996
	Iteration 19Q: 3 clusters Score -7956499 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -7957097.000000 Penalty: 5466.895996
	Iteration 20F: 3 clusters Score -7957097 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -7957549.500000 Penalty: 5466.895996
	Iteration 21Q: 3 clusters Score -7957550 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7957975.000000 Penalty: 5466.895996
	Iteration 22Q: 3 clusters Score -7957975 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7958245.000000 Penalty: 5466.895996
	Iteration 23Q: 3 clusters Score -7958245 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -7958536.000000 Penalty: 5466.895996
	Iteration 24Q: 3 clusters Score -7958536 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7958758.000000 Penalty: 5466.895996
	Iteration 25Q: 3 clusters Score -7958758 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7958916.500000 Penalty: 5466.895996
	Iteration 26Q: 3 clusters Score -7958916 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7959064.500000 Penalty: 5466.895996
	Iteration 27Q: 3 clusters Score -7959064 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7959175.000000 Penalty: 5466.895996
	Iteration 28Q: 3 clusters Score -7959175 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7959272.500000 Penalty: 5466.895996
	Iteration 29Q: 3 clusters Score -7959272 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7959330.500000 Penalty: 5466.895996
	Iteration 30Q: 3 clusters Score -7959330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7959384.500000 Penalty: 5466.895996
	Iteration 31Q: 3 clusters Score -7959384 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7959429.500000 Penalty: 5466.895996
	Iteration 32Q: 3 clusters Score -7959430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7959478.000000 Penalty: 5466.895996
	Iteration 33Q: 3 clusters Score -7959478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7959512.000000 Penalty: 5466.895996
	Iteration 34Q: 3 clusters Score -7959512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7959532.500000 Penalty: 5466.895996
	Iteration 35Q: 3 clusters Score -7959532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7959567.000000 Penalty: 5466.895996
	Iteration 36Q: 3 clusters Score -7959567 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7959578.500000 Penalty: 5466.895996
	Iteration 37Q: 3 clusters Score -7959578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7959598.500000 Penalty: 5466.895996
	Iteration 38Q: 3 clusters Score -7959598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7959607.500000 Penalty: 5466.895996
	Iteration 39Q: 3 clusters Score -7959608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7959628.000000 Penalty: 5466.895996
	Iteration 40F: 3 clusters Score -7959628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7959630.000000 Penalty: 5466.895996
	Iteration 41Q: 3 clusters Score -7959630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7959654.500000 Penalty: 5466.895996
	Iteration 42Q: 3 clusters Score -7959654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7959660.000000 Penalty: 5466.895996
	Iteration 43Q: 3 clusters Score -7959660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7959659.500000 Penalty: 5466.895996
	Iteration 44Q: 3 clusters Score -7959660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7959665.000000 Penalty: 5466.895996
	Iteration 45Q: 3 clusters Score -7959665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7959659.000000 Penalty: 5466.895996
	Iteration 46Q: 3 clusters Score -7959659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7959658.500000 Penalty: 5466.895996
	Iteration 47Q: 3 clusters Score -7959658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7959666.500000 Penalty: 5466.895996
	Iteration 48Q: 3 clusters Score -7959666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7959670.500000 Penalty: 5466.895996
	Iteration 49Q: 3 clusters Score -7959670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7959669.000000 Penalty: 5466.895996
	Iteration 50Q: 3 clusters Score -7959669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7959667.000000 Penalty: 5466.895996
	Iteration 51Q: 3 clusters Score -7959667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7959677.000000 Penalty: 5466.895996
	Iteration 52Q: 3 clusters Score -7959677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7959675.000000 Penalty: 5466.895996
	Iteration 53Q: 3 clusters Score -7959675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7959685.000000 Penalty: 5466.895996
	Iteration 54Q: 3 clusters Score -7959685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7959686.000000 Penalty: 5466.895996
	Iteration 55Q: 3 clusters Score -7959686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7959688.000000 Penalty: 5466.895996
	Iteration 56Q: 3 clusters Score -7959688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7959692.000000 Penalty: 5466.895996
	Iteration 57Q: 3 clusters Score -7959692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7959694.500000 Penalty: 5466.895996
	Iteration 58Q: 3 clusters Score -7959694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7959695.000000 Penalty: 5466.895996
	Iteration 59Q: 3 clusters Score -7959695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7959699.000000 Penalty: 5466.895996
	Iteration 60F: 3 clusters Score -7959699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7959697.500000 Penalty: 5466.895996
	Iteration 61Q: 3 clusters Score -7959698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7959699.000000 Penalty: 5466.895996
	Iteration 62Q: 3 clusters Score -7959699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7959696.000000 Penalty: 5466.895996
	Iteration 63Q: 3 clusters Score -7959696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7959696.500000 Penalty: 5466.895996
	Iteration 64Q: 3 clusters Score -7959696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7959700.500000 Penalty: 5466.895996
	Iteration 65Q: 3 clusters Score -7959700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7959700.500000 Penalty: 5466.895996
	Iteration 66F: 3 clusters Score -7959700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -155425.390625 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -155425.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153311.328125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -153311.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153794.218750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -153794.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154340.234375 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -154340.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155248.968750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -155249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155719.171875 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -155719.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156049.812500 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -156049.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156151.921875 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -156151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156188.890625 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -156188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -156220.640625 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -156220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156247.218750 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -156247.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156267.312500 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -156267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156287.687500 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -156287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156302.031250 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -156302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156313.984375 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -156314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156315.187500 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -156315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156317.203125 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -156317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156317.203125 Penalty: 3540.484131
	Iteration 16F: 3 clusters Score -156317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178186 members 
Mstep: Class 5 contains 121175 members 
Mstep: Class 6 contains 54221 members 
Mstep: Class 7 contains 61204 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 174775 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113289 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 181657 members 
Mstep: Class 16 contains 82651 members 
Mstep: Class 17 contains 72471 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 144379 members 
Mstep: Class 21 contains 149081 members 
Mstep: Class 22 contains 3942 members 
Entering Unmasked Estep 
Score: -180357936.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180358720.000000 to -180357936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (174775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Entering Unmasked Estep 
Score: -23545972.000000 Penalty: 2993.671143
	Iteration 0F: 2 clusters Score -2.354597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -23430982.000000 Penalty: 5987.342285
	Iteration 0F: 3 clusters Score -2.343098e+07 nChanged 83873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -23479632.000000 Penalty: 5987.342285
	Iteration 1F: 3 clusters Score -2.347963e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -23480768.000000 Penalty: 5987.342285
	Iteration 2Q: 3 clusters Score -2.348077e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -23482638.000000 Penalty: 5987.342285
	Iteration 3Q: 3 clusters Score -2.348264e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -23485992.000000 Penalty: 5987.342285
	Iteration 4Q: 3 clusters Score -2.348599e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -23492478.000000 Penalty: 5987.342285
	Iteration 5F: 3 clusters Score -2.349248e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -23502076.000000 Penalty: 5987.342285
	Iteration 6F: 3 clusters Score -2.350208e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -23514962.000000 Penalty: 5987.342285
	Iteration 7F: 3 clusters Score -2.351496e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -23526532.000000 Penalty: 5987.342285
	Iteration 8F: 3 clusters Score -2.352653e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 142857 members 
Entering Unmasked Estep 
Score: -23532930.000000 Penalty: 5987.342285
	Iteration 9Q: 3 clusters Score -2.353293e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 145671 members 
Entering Unmasked Estep 
Score: -23535328.000000 Penalty: 5987.342285
	Iteration 10Q: 3 clusters Score -2.353533e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -23536428.000000 Penalty: 5987.342285
	Iteration 11Q: 3 clusters Score -2.353643e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -23537406.000000 Penalty: 5987.342285
	Iteration 12Q: 3 clusters Score -2.353741e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -23538186.000000 Penalty: 5987.342285
	Iteration 13Q: 3 clusters Score -2.353819e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -23538910.000000 Penalty: 5987.342285
	Iteration 14Q: 3 clusters Score -2.353891e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -23539600.000000 Penalty: 5987.342285
	Iteration 15Q: 3 clusters Score -2.35396e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -23540094.000000 Penalty: 5987.342285
	Iteration 16Q: 3 clusters Score -2.354009e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -23540626.000000 Penalty: 5987.342285
	Iteration 17Q: 3 clusters Score -2.354063e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 163953 members 
Entering Unmasked Estep 
Score: -23541232.000000 Penalty: 5987.342285
	Iteration 18Q: 3 clusters Score -2.354123e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 165703 members 
Entering Unmasked Estep 
Score: -23541730.000000 Penalty: 5987.342285
	Iteration 19Q: 3 clusters Score -2.354173e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -23542192.000000 Penalty: 5987.342285
	Iteration 20F: 3 clusters Score -2.354219e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 168647 members 
Entering Unmasked Estep 
Score: -23542734.000000 Penalty: 5987.342285
	Iteration 21Q: 3 clusters Score -2.354273e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -23542982.000000 Penalty: 5987.342285
	Iteration 22Q: 3 clusters Score -2.354298e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -23543148.000000 Penalty: 5987.342285
	Iteration 23Q: 3 clusters Score -2.354315e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -23543434.000000 Penalty: 5987.342285
	Iteration 24Q: 3 clusters Score -2.354343e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 171935 members 
Entering Unmasked Estep 
Score: -23543486.000000 Penalty: 5987.342285
	Iteration 25Q: 3 clusters Score -2.354349e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -23543518.000000 Penalty: 5987.342285
	Iteration 26Q: 3 clusters Score -2.354352e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -23543580.000000 Penalty: 5987.342285
	Iteration 27Q: 3 clusters Score -2.354358e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -23543648.000000 Penalty: 5987.342285
	Iteration 28Q: 3 clusters Score -2.354365e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -23543678.000000 Penalty: 5987.342285
	Iteration 29Q: 3 clusters Score -2.354368e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 173395 members 
Entering Unmasked Estep 
Score: -23543690.000000 Penalty: 5987.342285
	Iteration 30Q: 3 clusters Score -2.354369e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -23543712.000000 Penalty: 5987.342285
	Iteration 31Q: 3 clusters Score -2.354371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -23543692.000000 Penalty: 5987.342285
	Iteration 32Q: 3 clusters Score -2.354369e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -23543708.000000 Penalty: 5987.342285
	Iteration 33Q: 3 clusters Score -2.354371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -23543698.000000 Penalty: 5987.342285
	Iteration 34Q: 3 clusters Score -2.35437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -23543664.000000 Penalty: 5987.342285
	Iteration 35Q: 3 clusters Score -2.354366e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -23543666.000000 Penalty: 5987.342285
	Iteration 36Q: 3 clusters Score -2.354367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -23543664.000000 Penalty: 5987.342285
	Iteration 37Q: 3 clusters Score -2.354366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -23543664.000000 Penalty: 5987.342285
	Iteration 38Q: 3 clusters Score -2.354366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -23543660.000000 Penalty: 5987.342285
	Iteration 39Q: 3 clusters Score -2.354366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 173982 members 
Entering Unmasked Estep 
Score: -23543648.000000 Penalty: 5987.342285
	Iteration 40F: 3 clusters Score -2.354365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -23543656.000000 Penalty: 5987.342285
	Iteration 41Q: 3 clusters Score -2.354366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -23543658.000000 Penalty: 5987.342285
	Iteration 42Q: 3 clusters Score -2.354366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -23543690.000000 Penalty: 5987.342285
	Iteration 43Q: 3 clusters Score -2.354369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 174031 members 
Entering Unmasked Estep 
Score: -23543682.000000 Penalty: 5987.342285
	Iteration 44Q: 3 clusters Score -2.354368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 174037 members 
Entering Unmasked Estep 
Score: -23543698.000000 Penalty: 5987.342285
	Iteration 45Q: 3 clusters Score -2.35437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 174040 members 
Entering Unmasked Estep 
Score: -23543694.000000 Penalty: 5987.342285
	Iteration 46Q: 3 clusters Score -2.354369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -23543680.000000 Penalty: 5987.342285
	Iteration 47Q: 3 clusters Score -2.354368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 174049 members 
Entering Unmasked Estep 
Score: -23543684.000000 Penalty: 5987.342285
	Iteration 48Q: 3 clusters Score -2.354368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -23543686.000000 Penalty: 5987.342285
	Iteration 49Q: 3 clusters Score -2.354369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -23543696.000000 Penalty: 5987.342285
	Iteration 50Q: 3 clusters Score -2.35437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -23543674.000000 Penalty: 5987.342285
	Iteration 51Q: 3 clusters Score -2.354367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -23543670.000000 Penalty: 5987.342285
	Iteration 52Q: 3 clusters Score -2.354367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -23543666.000000 Penalty: 5987.342285
	Iteration 53Q: 3 clusters Score -2.354367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -23543660.000000 Penalty: 5987.342285
	Iteration 54Q: 3 clusters Score -2.354366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -23543666.000000 Penalty: 5987.342285
	Iteration 55Q: 3 clusters Score -2.354367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -23543666.000000 Penalty: 5987.342285
	Iteration 56F: 3 clusters Score -2.354367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -386257.625000 Penalty: 1963.458618
	Iteration 0F: 2 clusters Score -386257.6 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 1392 members 
Entering Unmasked Estep 
Score: -383138.781250 Penalty: 3926.917236
	Iteration 0F: 3 clusters Score -383138.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -383755.187500 Penalty: 3926.917236
	Iteration 1F: 3 clusters Score -383755.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -383908.187500 Penalty: 3926.917236
	Iteration 2F: 3 clusters Score -383908.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383966.437500 Penalty: 3926.917236
	Iteration 3Q: 3 clusters Score -383966.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -384011.156250 Penalty: 3926.917236
	Iteration 4Q: 3 clusters Score -384011.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -384041.031250 Penalty: 3926.917236
	Iteration 5Q: 3 clusters Score -384041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -384065.812500 Penalty: 3926.917236
	Iteration 6Q: 3 clusters Score -384065.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -384089.843750 Penalty: 3926.917236
	Iteration 7Q: 3 clusters Score -384089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -384111.312500 Penalty: 3926.917236
	Iteration 8Q: 3 clusters Score -384111.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -384130.031250 Penalty: 3926.917236
	Iteration 9Q: 3 clusters Score -384130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -384139.843750 Penalty: 3926.917236
	Iteration 10Q: 3 clusters Score -384139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -384147.031250 Penalty: 3926.917236
	Iteration 11Q: 3 clusters Score -384147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -384154.125000 Penalty: 3926.917236
	Iteration 12Q: 3 clusters Score -384154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -384160.343750 Penalty: 3926.917236
	Iteration 13Q: 3 clusters Score -384160.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -384164.406250 Penalty: 3926.917236
	Iteration 14Q: 3 clusters Score -384164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -384168.593750 Penalty: 3926.917236
	Iteration 15Q: 3 clusters Score -384168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -384172.812500 Penalty: 3926.917236
	Iteration 16Q: 3 clusters Score -384172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -384173.562500 Penalty: 3926.917236
	Iteration 17Q: 3 clusters Score -384173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -384174.218750 Penalty: 3926.917236
	Iteration 18Q: 3 clusters Score -384174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -384175.343750 Penalty: 3926.917236
	Iteration 19Q: 3 clusters Score -384175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -384176.281250 Penalty: 3926.917236
	Iteration 20F: 3 clusters Score -384176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -384177.875000 Penalty: 3926.917236
	Iteration 21Q: 3 clusters Score -384177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -384179.593750 Penalty: 3926.917236
	Iteration 22Q: 3 clusters Score -384179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -384180.156250 Penalty: 3926.917236
	Iteration 23Q: 3 clusters Score -384180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -384181.468750 Penalty: 3926.917236
	Iteration 24Q: 3 clusters Score -384181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -384181.437500 Penalty: 3926.917236
	Iteration 25Q: 3 clusters Score -384181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -384181.437500 Penalty: 3926.917236
	Iteration 26F: 3 clusters Score -384181.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -567136.812500 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -567136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -562924.437500 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -562924.4 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -564004.500000 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -564004.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -564287.312500 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -564287.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -564463.437500 Penalty: 4166.281250
	Iteration 3F: 3 clusters Score -564463.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -564625.500000 Penalty: 4166.281250
	Iteration 4F: 3 clusters Score -564625.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -564731.187500 Penalty: 4166.281250
	Iteration 5Q: 3 clusters Score -564731.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -564827.312500 Penalty: 4166.281250
	Iteration 6Q: 3 clusters Score -564827.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -564936.562500 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -564936.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -565020.625000 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -565020.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -565093.562500 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -565093.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -565160.250000 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -565160.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -565212.937500 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -565212.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -565278.250000 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -565278.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -565342.625000 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -565342.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -565410.750000 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -565410.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -565464.687500 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -565464.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -565502.062500 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -565502.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -565526.062500 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -565526.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -565540.125000 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -565540.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -565550.375000 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -565550.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -565558.062500 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -565558.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -565564.125000 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -565564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -565569.812500 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -565569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -565573.562500 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -565573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -565581.125000 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -565581.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -565587.250000 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -565587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -565594.125000 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -565594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -565597.812500 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -565597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -565597.812500 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -565597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -565598.375000 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -565598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -565599.062500 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -565599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -565600.562500 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -565600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -565601.875000 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -565601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -565601.875000 Penalty: 4166.281250
	Iteration 33F: 3 clusters Score -565601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -347706.031250 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -347706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -344690.375000 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -344690.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -345344.468750 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -345344.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -345527.656250 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -345527.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -345644.218750 Penalty: 3902.274170
	Iteration 3Q: 3 clusters Score -345644.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -345735.875000 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -345735.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -345809.468750 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -345809.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345878.062500 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -345878.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345916.375000 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -345916.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -345942.625000 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -345942.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -345964.406250 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -345964.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -345982.312500 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -345982.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346000.000000 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -346000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -346011.687500 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -346011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -346019.718750 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -346019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346024.125000 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -346024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -346029.031250 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -346029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -346035.531250 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -346035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -346041.281250 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -346041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346043.250000 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -346043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346045.437500 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -346045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346047.125000 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -346047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346049.062500 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -346049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -346050.031250 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -346050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -346051.843750 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -346051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346052.500000 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -346052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346052.500000 Penalty: 3902.274170
	Iteration 25F: 3 clusters Score -346052.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Entering Unmasked Estep 
Score: -15299034.000000 Penalty: 2886.148926
	Iteration 0F: 2 clusters Score -1.529903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -15223249.000000 Penalty: 5772.297852
	Iteration 0F: 3 clusters Score -1.522325e+07 nChanged 54114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -15254660.000000 Penalty: 5772.297852
	Iteration 1F: 3 clusters Score -1.525466e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -15256500.000000 Penalty: 5772.297852
	Iteration 2Q: 3 clusters Score -1.52565e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -15259684.000000 Penalty: 5772.297852
	Iteration 3F: 3 clusters Score -1.525968e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -15264813.000000 Penalty: 5772.297852
	Iteration 4F: 3 clusters Score -1.526481e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -15272447.000000 Penalty: 5772.297852
	Iteration 5F: 3 clusters Score -1.527245e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -15281476.000000 Penalty: 5772.297852
	Iteration 6F: 3 clusters Score -1.528148e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -15288886.000000 Penalty: 5772.297852
	Iteration 7F: 3 clusters Score -1.528889e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -15293161.000000 Penalty: 5772.297852
	Iteration 8Q: 3 clusters Score -1.529316e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -15295130.000000 Penalty: 5772.297852
	Iteration 9Q: 3 clusters Score -1.529513e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -15295895.000000 Penalty: 5772.297852
	Iteration 10Q: 3 clusters Score -1.52959e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -15296226.000000 Penalty: 5772.297852
	Iteration 11Q: 3 clusters Score -1.529623e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -15296445.000000 Penalty: 5772.297852
	Iteration 12Q: 3 clusters Score -1.529644e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 112192 members 
Entering Unmasked Estep 
Score: -15296514.000000 Penalty: 5772.297852
	Iteration 13Q: 3 clusters Score -1.529651e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -15296569.000000 Penalty: 5772.297852
	Iteration 14Q: 3 clusters Score -1.529657e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -15296613.000000 Penalty: 5772.297852
	Iteration 15Q: 3 clusters Score -1.529661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -15296664.000000 Penalty: 5772.297852
	Iteration 16Q: 3 clusters Score -1.529666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 112364 members 
Entering Unmasked Estep 
Score: -15296683.000000 Penalty: 5772.297852
	Iteration 17Q: 3 clusters Score -1.529668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -15296712.000000 Penalty: 5772.297852
	Iteration 18Q: 3 clusters Score -1.529671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 112411 members 
Entering Unmasked Estep 
Score: -15296729.000000 Penalty: 5772.297852
	Iteration 19Q: 3 clusters Score -1.529673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -15296757.000000 Penalty: 5772.297852
	Iteration 20F: 3 clusters Score -1.529676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -15296755.000000 Penalty: 5772.297852
	Iteration 21Q: 3 clusters Score -1.529676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -15296761.000000 Penalty: 5772.297852
	Iteration 22Q: 3 clusters Score -1.529676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -15296759.000000 Penalty: 5772.297852
	Iteration 23Q: 3 clusters Score -1.529676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -15296766.000000 Penalty: 5772.297852
	Iteration 24Q: 3 clusters Score -1.529677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -15296767.000000 Penalty: 5772.297852
	Iteration 25Q: 3 clusters Score -1.529677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -15296767.000000 Penalty: 5772.297852
	Iteration 26Q: 3 clusters Score -1.529677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -15296762.000000 Penalty: 5772.297852
	Iteration 27Q: 3 clusters Score -1.529676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -15296761.000000 Penalty: 5772.297852
	Iteration 28Q: 3 clusters Score -1.529676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -15296766.000000 Penalty: 5772.297852
	Iteration 29Q: 3 clusters Score -1.529677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -15296777.000000 Penalty: 5772.297852
	Iteration 30Q: 3 clusters Score -1.529678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 112457 members 
Entering Unmasked Estep 
Score: -15296774.000000 Penalty: 5772.297852
	Iteration 31Q: 3 clusters Score -1.529677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -15296783.000000 Penalty: 5772.297852
	Iteration 32Q: 3 clusters Score -1.529678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -15296788.000000 Penalty: 5772.297852
	Iteration 33Q: 3 clusters Score -1.529679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -15296799.000000 Penalty: 5772.297852
	Iteration 34Q: 3 clusters Score -1.52968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 112476 members 
Entering Unmasked Estep 
Score: -15296805.000000 Penalty: 5772.297852
	Iteration 35Q: 3 clusters Score -1.52968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -15296798.000000 Penalty: 5772.297852
	Iteration 36Q: 3 clusters Score -1.52968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -15296788.000000 Penalty: 5772.297852
	Iteration 37Q: 3 clusters Score -1.529679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -15296794.000000 Penalty: 5772.297852
	Iteration 38Q: 3 clusters Score -1.529679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -15296793.000000 Penalty: 5772.297852
	Iteration 39Q: 3 clusters Score -1.529679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -15296799.000000 Penalty: 5772.297852
	Iteration 40F: 3 clusters Score -1.52968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -15296794.000000 Penalty: 5772.297852
	Iteration 41Q: 3 clusters Score -1.529679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -15296794.000000 Penalty: 5772.297852
	Iteration 42F: 3 clusters Score -1.529679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181657 members 
Entering Unmasked Estep 
Score: -24328208.000000 Penalty: 3003.249268
	Iteration 0F: 2 clusters Score -2.432821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -24208666.000000 Penalty: 6006.498535
	Iteration 0F: 3 clusters Score -2.420867e+07 nChanged 87315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -24258860.000000 Penalty: 6006.498535
	Iteration 1F: 3 clusters Score -2.425886e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -24259638.000000 Penalty: 6006.498535
	Iteration 2Q: 3 clusters Score -2.425964e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -24260470.000000 Penalty: 6006.498535
	Iteration 3Q: 3 clusters Score -2.426047e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -24261980.000000 Penalty: 6006.498535
	Iteration 4Q: 3 clusters Score -2.426198e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -24264644.000000 Penalty: 6006.498535
	Iteration 5Q: 3 clusters Score -2.426464e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -24269508.000000 Penalty: 6006.498535
	Iteration 6F: 3 clusters Score -2.426951e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 126202 members 
Entering Unmasked Estep 
Score: -24278788.000000 Penalty: 6006.498535
	Iteration 7F: 3 clusters Score -2.427879e+07 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -24292438.000000 Penalty: 6006.498535
	Iteration 8F: 3 clusters Score -2.429244e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -24306978.000000 Penalty: 6006.498535
	Iteration 9F: 3 clusters Score -2.430698e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -24317110.000000 Penalty: 6006.498535
	Iteration 10F: 3 clusters Score -2.431711e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -24322726.000000 Penalty: 6006.498535
	Iteration 11Q: 3 clusters Score -2.432273e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 172490 members 
Entering Unmasked Estep 
Score: -24325262.000000 Penalty: 6006.498535
	Iteration 12Q: 3 clusters Score -2.432526e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 173783 members 
Entering Unmasked Estep 
Score: -24326060.000000 Penalty: 6006.498535
	Iteration 13Q: 3 clusters Score -2.432606e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 174735 members 
Entering Unmasked Estep 
Score: -24326448.000000 Penalty: 6006.498535
	Iteration 14Q: 3 clusters Score -2.432645e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 175462 members 
Entering Unmasked Estep 
Score: -24326714.000000 Penalty: 6006.498535
	Iteration 15Q: 3 clusters Score -2.432671e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -24326788.000000 Penalty: 6006.498535
	Iteration 16Q: 3 clusters Score -2.432679e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -24326942.000000 Penalty: 6006.498535
	Iteration 17Q: 3 clusters Score -2.432694e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -24327026.000000 Penalty: 6006.498535
	Iteration 18Q: 3 clusters Score -2.432703e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 177304 members 
Entering Unmasked Estep 
Score: -24326960.000000 Penalty: 6006.498535
	Iteration 19Q: 3 clusters Score -2.432696e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -24326976.000000 Penalty: 6006.498535
	Iteration 20F: 3 clusters Score -2.432698e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 177830 members 
Entering Unmasked Estep 
Score: -24327004.000000 Penalty: 6006.498535
	Iteration 21Q: 3 clusters Score -2.4327e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -24326974.000000 Penalty: 6006.498535
	Iteration 22Q: 3 clusters Score -2.432697e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -24326988.000000 Penalty: 6006.498535
	Iteration 23Q: 3 clusters Score -2.432699e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 178342 members 
Entering Unmasked Estep 
Score: -24327006.000000 Penalty: 6006.498535
	Iteration 24Q: 3 clusters Score -2.432701e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 178467 members 
Entering Unmasked Estep 
Score: -24327004.000000 Penalty: 6006.498535
	Iteration 25Q: 3 clusters Score -2.4327e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -24326970.000000 Penalty: 6006.498535
	Iteration 26Q: 3 clusters Score -2.432697e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -24327000.000000 Penalty: 6006.498535
	Iteration 27Q: 3 clusters Score -2.4327e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 178738 members 
Entering Unmasked Estep 
Score: -24326970.000000 Penalty: 6006.498535
	Iteration 28Q: 3 clusters Score -2.432697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 178808 members 
Entering Unmasked Estep 
Score: -24326938.000000 Penalty: 6006.498535
	Iteration 29Q: 3 clusters Score -2.432694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -24326872.000000 Penalty: 6006.498535
	Iteration 30Q: 3 clusters Score -2.432687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -24326844.000000 Penalty: 6006.498535
	Iteration 31Q: 3 clusters Score -2.432684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -24326846.000000 Penalty: 6006.498535
	Iteration 32Q: 3 clusters Score -2.432685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -24326826.000000 Penalty: 6006.498535
	Iteration 33Q: 3 clusters Score -2.432683e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -24326838.000000 Penalty: 6006.498535
	Iteration 34Q: 3 clusters Score -2.432684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -24326802.000000 Penalty: 6006.498535
	Iteration 35Q: 3 clusters Score -2.43268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -24326772.000000 Penalty: 6006.498535
	Iteration 36Q: 3 clusters Score -2.432677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 179150 members 
Entering Unmasked Estep 
Score: -24326738.000000 Penalty: 6006.498535
	Iteration 37Q: 3 clusters Score -2.432674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -24326748.000000 Penalty: 6006.498535
	Iteration 38Q: 3 clusters Score -2.432675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 179215 members 
Entering Unmasked Estep 
Score: -24326714.000000 Penalty: 6006.498535
	Iteration 39Q: 3 clusters Score -2.432671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -24326736.000000 Penalty: 6006.498535
	Iteration 40F: 3 clusters Score -2.432674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 179282 members 
Entering Unmasked Estep 
Score: -24326744.000000 Penalty: 6006.498535
	Iteration 41Q: 3 clusters Score -2.432674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 179320 members 
Entering Unmasked Estep 
Score: -24326728.000000 Penalty: 6006.498535
	Iteration 42Q: 3 clusters Score -2.432673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 179345 members 
Entering Unmasked Estep 
Score: -24326722.000000 Penalty: 6006.498535
	Iteration 43Q: 3 clusters Score -2.432672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -24326690.000000 Penalty: 6006.498535
	Iteration 44Q: 3 clusters Score -2.432669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -24326706.000000 Penalty: 6006.498535
	Iteration 45Q: 3 clusters Score -2.432671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -24326694.000000 Penalty: 6006.498535
	Iteration 46Q: 3 clusters Score -2.432669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 179408 members 
Entering Unmasked Estep 
Score: -24326698.000000 Penalty: 6006.498535
	Iteration 47Q: 3 clusters Score -2.43267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 179414 members 
Entering Unmasked Estep 
Score: -24326704.000000 Penalty: 6006.498535
	Iteration 48Q: 3 clusters Score -2.43267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 179423 members 
Entering Unmasked Estep 
Score: -24326688.000000 Penalty: 6006.498535
	Iteration 49Q: 3 clusters Score -2.432669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 179429 members 
Entering Unmasked Estep 
Score: -24326706.000000 Penalty: 6006.498535
	Iteration 50Q: 3 clusters Score -2.432671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -24326690.000000 Penalty: 6006.498535
	Iteration 51Q: 3 clusters Score -2.432669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 179447 members 
Entering Unmasked Estep 
Score: -24326676.000000 Penalty: 6006.498535
	Iteration 52Q: 3 clusters Score -2.432668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -24326672.000000 Penalty: 6006.498535
	Iteration 53Q: 3 clusters Score -2.432667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 179476 members 
Entering Unmasked Estep 
Score: -24326680.000000 Penalty: 6006.498535
	Iteration 54Q: 3 clusters Score -2.432668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 179482 members 
Entering Unmasked Estep 
Score: -24326680.000000 Penalty: 6006.498535
	Iteration 55Q: 3 clusters Score -2.432668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -24326674.000000 Penalty: 6006.498535
	Iteration 56Q: 3 clusters Score -2.432667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -24326674.000000 Penalty: 6006.498535
	Iteration 57F: 3 clusters Score -2.432667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Entering Unmasked Estep 
Score: -11221283.000000 Penalty: 2807.950684
	Iteration 0F: 2 clusters Score -1.122128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -11166093.000000 Penalty: 5615.901367
	Iteration 0F: 3 clusters Score -1.116609e+07 nChanged 38788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -11187814.000000 Penalty: 5615.901367
	Iteration 1F: 3 clusters Score -1.118781e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -11188557.000000 Penalty: 5615.901367
	Iteration 2Q: 3 clusters Score -1.118856e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -11189501.000000 Penalty: 5615.901367
	Iteration 3Q: 3 clusters Score -1.11895e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -11191011.000000 Penalty: 5615.901367
	Iteration 4Q: 3 clusters Score -1.119101e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -11193540.000000 Penalty: 5615.901367
	Iteration 5F: 3 clusters Score -1.119354e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -11197712.000000 Penalty: 5615.901367
	Iteration 6F: 3 clusters Score -1.119771e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -11204251.000000 Penalty: 5615.901367
	Iteration 7F: 3 clusters Score -1.120425e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -11211165.000000 Penalty: 5615.901367
	Iteration 8F: 3 clusters Score -1.121116e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11215966.000000 Penalty: 5615.901367
	Iteration 9F: 3 clusters Score -1.121597e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11217864.000000 Penalty: 5615.901367
	Iteration 10Q: 3 clusters Score -1.121786e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11218449.000000 Penalty: 5615.901367
	Iteration 11Q: 3 clusters Score -1.121845e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11218634.000000 Penalty: 5615.901367
	Iteration 12Q: 3 clusters Score -1.121863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11218710.000000 Penalty: 5615.901367
	Iteration 13Q: 3 clusters Score -1.121871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11218752.000000 Penalty: 5615.901367
	Iteration 14Q: 3 clusters Score -1.121875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11218758.000000 Penalty: 5615.901367
	Iteration 15Q: 3 clusters Score -1.121876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11218768.000000 Penalty: 5615.901367
	Iteration 16Q: 3 clusters Score -1.121877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11218784.000000 Penalty: 5615.901367
	Iteration 17Q: 3 clusters Score -1.121878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11218793.000000 Penalty: 5615.901367
	Iteration 18Q: 3 clusters Score -1.121879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11218789.000000 Penalty: 5615.901367
	Iteration 19Q: 3 clusters Score -1.121879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11218800.000000 Penalty: 5615.901367
	Iteration 20F: 3 clusters Score -1.12188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11218796.000000 Penalty: 5615.901367
	Iteration 21Q: 3 clusters Score -1.12188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11218796.000000 Penalty: 5615.901367
	Iteration 22F: 3 clusters Score -1.12188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Entering Unmasked Estep 
Score: -9858946.000000 Penalty: 2775.353516
	Iteration 0F: 2 clusters Score -9858946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -9810668.000000 Penalty: 5550.707031
	Iteration 0F: 3 clusters Score -9810668 nChanged 33846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9829610.000000 Penalty: 5550.707031
	Iteration 1F: 3 clusters Score -9829610 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9830283.000000 Penalty: 5550.707031
	Iteration 2Q: 3 clusters Score -9830283 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -9831080.000000 Penalty: 5550.707031
	Iteration 3Q: 3 clusters Score -9831080 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -9831934.000000 Penalty: 5550.707031
	Iteration 4Q: 3 clusters Score -9831934 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9832962.000000 Penalty: 5550.707031
	Iteration 5Q: 3 clusters Score -9832962 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -9834200.000000 Penalty: 5550.707031
	Iteration 6Q: 3 clusters Score -9834200 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -9835704.000000 Penalty: 5550.707031
	Iteration 7Q: 3 clusters Score -9835704 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -9837767.000000 Penalty: 5550.707031
	Iteration 8F: 3 clusters Score -9837767 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -9840240.000000 Penalty: 5550.707031
	Iteration 9F: 3 clusters Score -9840240 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -9843301.000000 Penalty: 5550.707031
	Iteration 10F: 3 clusters Score -9843301 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -9846505.000000 Penalty: 5550.707031
	Iteration 11F: 3 clusters Score -9846505 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -9849365.000000 Penalty: 5550.707031
	Iteration 12Q: 3 clusters Score -9849365 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -9851628.000000 Penalty: 5550.707031
	Iteration 13Q: 3 clusters Score -9851628 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -9853239.000000 Penalty: 5550.707031
	Iteration 14Q: 3 clusters Score -9853239 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -9854380.000000 Penalty: 5550.707031
	Iteration 15Q: 3 clusters Score -9854380 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -9855106.000000 Penalty: 5550.707031
	Iteration 16Q: 3 clusters Score -9855106 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
Score: -9855606.000000 Penalty: 5550.707031
	Iteration 17Q: 3 clusters Score -9855606 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -9855928.000000 Penalty: 5550.707031
	Iteration 18Q: 3 clusters Score -9855928 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -9856126.000000 Penalty: 5550.707031
	Iteration 19Q: 3 clusters Score -9856126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -9856235.000000 Penalty: 5550.707031
	Iteration 20F: 3 clusters Score -9856235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -9856301.000000 Penalty: 5550.707031
	Iteration 21Q: 3 clusters Score -9856301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -9856340.000000 Penalty: 5550.707031
	Iteration 22Q: 3 clusters Score -9856340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -9856356.000000 Penalty: 5550.707031
	Iteration 23Q: 3 clusters Score -9856356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -9856353.000000 Penalty: 5550.707031
	Iteration 24Q: 3 clusters Score -9856353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -9856366.000000 Penalty: 5550.707031
	Iteration 25Q: 3 clusters Score -9856366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -9856372.000000 Penalty: 5550.707031
	Iteration 26Q: 3 clusters Score -9856372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -9856379.000000 Penalty: 5550.707031
	Iteration 27Q: 3 clusters Score -9856379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -9856387.000000 Penalty: 5550.707031
	Iteration 28Q: 3 clusters Score -9856387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -9856393.000000 Penalty: 5550.707031
	Iteration 29Q: 3 clusters Score -9856393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -9856402.000000 Penalty: 5550.707031
	Iteration 30Q: 3 clusters Score -9856402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -9856402.000000 Penalty: 5550.707031
	Iteration 31Q: 3 clusters Score -9856402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -9856405.000000 Penalty: 5550.707031
	Iteration 32Q: 3 clusters Score -9856405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -9856418.000000 Penalty: 5550.707031
	Iteration 33Q: 3 clusters Score -9856418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -9856412.000000 Penalty: 5550.707031
	Iteration 34Q: 3 clusters Score -9856412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -9856422.000000 Penalty: 5550.707031
	Iteration 35Q: 3 clusters Score -9856422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -9856427.000000 Penalty: 5550.707031
	Iteration 36Q: 3 clusters Score -9856427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -9856428.000000 Penalty: 5550.707031
	Iteration 37Q: 3 clusters Score -9856428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -9856439.000000 Penalty: 5550.707031
	Iteration 38Q: 3 clusters Score -9856439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -9856439.000000 Penalty: 5550.707031
	Iteration 39Q: 3 clusters Score -9856439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -9856440.000000 Penalty: 5550.707031
	Iteration 40F: 3 clusters Score -9856440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -9856458.000000 Penalty: 5550.707031
	Iteration 41Q: 3 clusters Score -9856458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -9856457.000000 Penalty: 5550.707031
	Iteration 42Q: 3 clusters Score -9856457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -9856470.000000 Penalty: 5550.707031
	Iteration 43Q: 3 clusters Score -9856470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -9856472.000000 Penalty: 5550.707031
	Iteration 44Q: 3 clusters Score -9856472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -9856476.000000 Penalty: 5550.707031
	Iteration 45Q: 3 clusters Score -9856476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -9856473.000000 Penalty: 5550.707031
	Iteration 46Q: 3 clusters Score -9856473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -9856494.000000 Penalty: 5550.707031
	Iteration 47Q: 3 clusters Score -9856494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -9856499.000000 Penalty: 5550.707031
	Iteration 48Q: 3 clusters Score -9856499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -9856513.000000 Penalty: 5550.707031
	Iteration 49Q: 3 clusters Score -9856513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -9856519.000000 Penalty: 5550.707031
	Iteration 50Q: 3 clusters Score -9856519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -9856522.000000 Penalty: 5550.707031
	Iteration 51Q: 3 clusters Score -9856522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -9856527.000000 Penalty: 5550.707031
	Iteration 52Q: 3 clusters Score -9856527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -9856539.000000 Penalty: 5550.707031
	Iteration 53Q: 3 clusters Score -9856539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9856533.000000 Penalty: 5550.707031
	Iteration 54Q: 3 clusters Score -9856533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9856533.000000 Penalty: 5550.707031
	Iteration 55F: 3 clusters Score -9856533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 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 165 members 
Entering Unmasked Estep 
Score: -37339.222656 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37339.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37598.171875 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37598.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37718.828125 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37718.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37786.562500 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37786.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37826.914062 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37826.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37874.492188 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37874.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37896.414062 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37896.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37916.714844 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -37916.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37928.230469 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -37928.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37942.886719 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -37942.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37959.726562 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -37959.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37998.898438 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -37998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38026.515625 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38026.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38094.164062 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -38094.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38130.007812 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -38130.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38166.003906 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -38166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38252.636719 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -38252.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38313.984375 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -38313.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38356.558594 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -38356.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38392.105469 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -38392.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38417.769531 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -38417.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38447.750000 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -38447.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38467.765625 Penalty: 2911.171387
	Iteration 22Q: 3 clusters Score -38467.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38471.253906 Penalty: 2911.171387
	Iteration 23Q: 3 clusters Score -38471.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38471.253906 Penalty: 2911.171387
	Iteration 24F: 3 clusters Score -38471.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Entering Unmasked Estep 
Score: -2594942.750000 Penalty: 2461.970703
	Iteration 0F: 2 clusters Score -2594943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2580527.000000 Penalty: 4923.941406
	Iteration 0F: 3 clusters Score -2580527 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2585464.250000 Penalty: 4923.941406
	Iteration 1F: 3 clusters Score -2585464 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2586024.500000 Penalty: 4923.941406
	Iteration 2F: 3 clusters Score -2586024 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2586529.000000 Penalty: 4923.941406
	Iteration 3F: 3 clusters Score -2586529 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2587028.750000 Penalty: 4923.941406
	Iteration 4F: 3 clusters Score -2587029 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2587553.000000 Penalty: 4923.941406
	Iteration 5F: 3 clusters Score -2587553 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2588172.750000 Penalty: 4923.941406
	Iteration 6F: 3 clusters Score -2588173 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2588840.250000 Penalty: 4923.941406
	Iteration 7F: 3 clusters Score -2588840 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2589582.500000 Penalty: 4923.941406
	Iteration 8F: 3 clusters Score -2589582 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2590313.500000 Penalty: 4923.941406
	Iteration 9F: 3 clusters Score -2590314 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2590988.000000 Penalty: 4923.941406
	Iteration 10Q: 3 clusters Score -2590988 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2591563.500000 Penalty: 4923.941406
	Iteration 11Q: 3 clusters Score -2591564 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2592145.250000 Penalty: 4923.941406
	Iteration 12Q: 3 clusters Score -2592145 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2592693.250000 Penalty: 4923.941406
	Iteration 13Q: 3 clusters Score -2592693 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2593225.250000 Penalty: 4923.941406
	Iteration 14Q: 3 clusters Score -2593225 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2593761.000000 Penalty: 4923.941406
	Iteration 15Q: 3 clusters Score -2593761 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2594166.500000 Penalty: 4923.941406
	Iteration 16Q: 3 clusters Score -2594166 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2594472.250000 Penalty: 4923.941406
	Iteration 17Q: 3 clusters Score -2594472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2594696.500000 Penalty: 4923.941406
	Iteration 18Q: 3 clusters Score -2594696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2594858.000000 Penalty: 4923.941406
	Iteration 19Q: 3 clusters Score -2594858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2594965.500000 Penalty: 4923.941406
	Iteration 20F: 3 clusters Score -2594966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2595013.000000 Penalty: 4923.941406
	Iteration 21Q: 3 clusters Score -2595013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2595045.750000 Penalty: 4923.941406
	Iteration 22Q: 3 clusters Score -2595046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2595051.500000 Penalty: 4923.941406
	Iteration 23Q: 3 clusters Score -2595052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2595057.500000 Penalty: 4923.941406
	Iteration 24Q: 3 clusters Score -2595058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2595060.250000 Penalty: 4923.941406
	Iteration 25Q: 3 clusters Score -2595060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2595059.250000 Penalty: 4923.941406
	Iteration 26Q: 3 clusters Score -2595059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2595061.500000 Penalty: 4923.941406
	Iteration 27Q: 3 clusters Score -2595062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2595066.000000 Penalty: 4923.941406
	Iteration 28Q: 3 clusters Score -2595066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2595067.500000 Penalty: 4923.941406
	Iteration 29Q: 3 clusters Score -2595068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2595072.750000 Penalty: 4923.941406
	Iteration 30Q: 3 clusters Score -2595073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2595069.000000 Penalty: 4923.941406
	Iteration 31Q: 3 clusters Score -2595069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2595069.000000 Penalty: 4923.941406
	Iteration 32F: 3 clusters Score -2595069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178186 members 
Mstep: Class 5 contains 121175 members 
Mstep: Class 6 contains 54221 members 
Mstep: Class 7 contains 61204 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 174775 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113289 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 15 contains 181657 members 
Mstep: Class 16 contains 82651 members 
Mstep: Class 17 contains 72471 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19687 members 
Mstep: Class 20 contains 144379 members 
Mstep: Class 21 contains 149081 members 
Mstep: Class 22 contains 3942 members 
Entering Unmasked Estep 
Score: -180357488.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180358720.000000 to -180357488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (144379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144379 members 
Entering Unmasked Estep 
Score: -19343702.000000 Penalty: 2946.289062
	Iteration 0F: 2 clusters Score -1.93437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -19248098.000000 Penalty: 5892.578125
	Iteration 0F: 3 clusters Score -1.92481e+07 nChanged 68887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -19288440.000000 Penalty: 5892.578125
	Iteration 1F: 3 clusters Score -1.928844e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -19289398.000000 Penalty: 5892.578125
	Iteration 2Q: 3 clusters Score -1.92894e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -19290638.000000 Penalty: 5892.578125
	Iteration 3Q: 3 clusters Score -1.929064e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -19293202.000000 Penalty: 5892.578125
	Iteration 4Q: 3 clusters Score -1.92932e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -19297356.000000 Penalty: 5892.578125
	Iteration 5F: 3 clusters Score -1.929736e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -19303862.000000 Penalty: 5892.578125
	Iteration 6F: 3 clusters Score -1.930386e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -19313224.000000 Penalty: 5892.578125
	Iteration 7F: 3 clusters Score -1.931322e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -19323938.000000 Penalty: 5892.578125
	Iteration 8F: 3 clusters Score -1.932394e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -19332296.000000 Penalty: 5892.578125
	Iteration 9F: 3 clusters Score -1.93323e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -19335924.000000 Penalty: 5892.578125
	Iteration 10Q: 3 clusters Score -1.933592e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -19337338.000000 Penalty: 5892.578125
	Iteration 11Q: 3 clusters Score -1.933734e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126349 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -19338014.000000 Penalty: 5892.578125
	Iteration 12Q: 3 clusters Score -1.933801e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -19338626.000000 Penalty: 5892.578125
	Iteration 13Q: 3 clusters Score -1.933863e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -19339056.000000 Penalty: 5892.578125
	Iteration 14Q: 3 clusters Score -1.933906e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -19339448.000000 Penalty: 5892.578125
	Iteration 15Q: 3 clusters Score -1.933945e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131214 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -19339842.000000 Penalty: 5892.578125
	Iteration 16Q: 3 clusters Score -1.933984e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -19340128.000000 Penalty: 5892.578125
	Iteration 17Q: 3 clusters Score -1.934013e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -19340300.000000 Penalty: 5892.578125
	Iteration 18Q: 3 clusters Score -1.93403e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -19340502.000000 Penalty: 5892.578125
	Iteration 19Q: 3 clusters Score -1.93405e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -19340694.000000 Penalty: 5892.578125
	Iteration 20F: 3 clusters Score -1.934069e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135147 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -19340822.000000 Penalty: 5892.578125
	Iteration 21Q: 3 clusters Score -1.934082e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135731 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -19340996.000000 Penalty: 5892.578125
	Iteration 22Q: 3 clusters Score -1.9341e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -19341176.000000 Penalty: 5892.578125
	Iteration 23Q: 3 clusters Score -1.934118e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -19341234.000000 Penalty: 5892.578125
	Iteration 24Q: 3 clusters Score -1.934123e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137127 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -19341336.000000 Penalty: 5892.578125
	Iteration 25Q: 3 clusters Score -1.934134e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -19341508.000000 Penalty: 5892.578125
	Iteration 26Q: 3 clusters Score -1.934151e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -19341586.000000 Penalty: 5892.578125
	Iteration 27Q: 3 clusters Score -1.934159e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138004 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -19341654.000000 Penalty: 5892.578125
	Iteration 28Q: 3 clusters Score -1.934165e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -19341676.000000 Penalty: 5892.578125
	Iteration 29Q: 3 clusters Score -1.934168e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -19341684.000000 Penalty: 5892.578125
	Iteration 30Q: 3 clusters Score -1.934168e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -19341722.000000 Penalty: 5892.578125
	Iteration 31Q: 3 clusters Score -1.934172e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -19341758.000000 Penalty: 5892.578125
	Iteration 32Q: 3 clusters Score -1.934176e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138849 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -19341758.000000 Penalty: 5892.578125
	Iteration 33Q: 3 clusters Score -1.934176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -19341794.000000 Penalty: 5892.578125
	Iteration 34Q: 3 clusters Score -1.934179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -19341790.000000 Penalty: 5892.578125
	Iteration 35Q: 3 clusters Score -1.934179e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -19341782.000000 Penalty: 5892.578125
	Iteration 36Q: 3 clusters Score -1.934178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -19341808.000000 Penalty: 5892.578125
	Iteration 37Q: 3 clusters Score -1.934181e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139348 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -19341878.000000 Penalty: 5892.578125
	Iteration 38Q: 3 clusters Score -1.934188e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139436 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -19341878.000000 Penalty: 5892.578125
	Iteration 39Q: 3 clusters Score -1.934188e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -19341892.000000 Penalty: 5892.578125
	Iteration 40F: 3 clusters Score -1.934189e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139622 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -19341898.000000 Penalty: 5892.578125
	Iteration 41Q: 3 clusters Score -1.93419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139726 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -19341928.000000 Penalty: 5892.578125
	Iteration 42Q: 3 clusters Score -1.934193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139824 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -19341958.000000 Penalty: 5892.578125
	Iteration 43Q: 3 clusters Score -1.934196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -19341946.000000 Penalty: 5892.578125
	Iteration 44Q: 3 clusters Score -1.934195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -19342004.000000 Penalty: 5892.578125
	Iteration 45Q: 3 clusters Score -1.9342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -19341986.000000 Penalty: 5892.578125
	Iteration 46Q: 3 clusters Score -1.934199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -19341950.000000 Penalty: 5892.578125
	Iteration 47Q: 3 clusters Score -1.934195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -19341956.000000 Penalty: 5892.578125
	Iteration 48Q: 3 clusters Score -1.934196e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19341972.000000 Penalty: 5892.578125
	Iteration 49Q: 3 clusters Score -1.934197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19341976.000000 Penalty: 5892.578125
	Iteration 50Q: 3 clusters Score -1.934198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -19341974.000000 Penalty: 5892.578125
	Iteration 51Q: 3 clusters Score -1.934197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -19341968.000000 Penalty: 5892.578125
	Iteration 52Q: 3 clusters Score -1.934197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140221 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19341966.000000 Penalty: 5892.578125
	Iteration 53Q: 3 clusters Score -1.934197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -19341988.000000 Penalty: 5892.578125
	Iteration 54Q: 3 clusters Score -1.934199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -19341994.000000 Penalty: 5892.578125
	Iteration 55Q: 3 clusters Score -1.934199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140262 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -19342010.000000 Penalty: 5892.578125
	Iteration 56Q: 3 clusters Score -1.934201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140273 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19342012.000000 Penalty: 5892.578125
	Iteration 57Q: 3 clusters Score -1.934201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -19342014.000000 Penalty: 5892.578125
	Iteration 58Q: 3 clusters Score -1.934201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140299 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -19342012.000000 Penalty: 5892.578125
	Iteration 59Q: 3 clusters Score -1.934201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -19342006.000000 Penalty: 5892.578125
	Iteration 60F: 3 clusters Score -1.934201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -19342020.000000 Penalty: 5892.578125
	Iteration 61Q: 3 clusters Score -1.934202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -19342014.000000 Penalty: 5892.578125
	Iteration 62Q: 3 clusters Score -1.934201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -19342018.000000 Penalty: 5892.578125
	Iteration 63Q: 3 clusters Score -1.934202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140387 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -19342016.000000 Penalty: 5892.578125
	Iteration 64Q: 3 clusters Score -1.934202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -19342006.000000 Penalty: 5892.578125
	Iteration 65Q: 3 clusters Score -1.934201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -19342006.000000 Penalty: 5892.578125
	Iteration 66Q: 3 clusters Score -1.934201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -19342014.000000 Penalty: 5892.578125
	Iteration 67Q: 3 clusters Score -1.934201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -19342018.000000 Penalty: 5892.578125
	Iteration 68Q: 3 clusters Score -1.934202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -19342026.000000 Penalty: 5892.578125
	Iteration 69Q: 3 clusters Score -1.934203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -19342014.000000 Penalty: 5892.578125
	Iteration 70Q: 3 clusters Score -1.934201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19342032.000000 Penalty: 5892.578125
	Iteration 71Q: 3 clusters Score -1.934203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19342038.000000 Penalty: 5892.578125
	Iteration 72Q: 3 clusters Score -1.934204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -19342032.000000 Penalty: 5892.578125
	Iteration 73Q: 3 clusters Score -1.934203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -19342046.000000 Penalty: 5892.578125
	Iteration 74Q: 3 clusters Score -1.934205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140522 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -19342022.000000 Penalty: 5892.578125
	Iteration 75Q: 3 clusters Score -1.934202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -19342016.000000 Penalty: 5892.578125
	Iteration 76Q: 3 clusters Score -1.934202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -19342026.000000 Penalty: 5892.578125
	Iteration 77Q: 3 clusters Score -1.934203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140569 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19342018.000000 Penalty: 5892.578125
	Iteration 78Q: 3 clusters Score -1.934202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -19342052.000000 Penalty: 5892.578125
	Iteration 79Q: 3 clusters Score -1.934205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -19342032.000000 Penalty: 5892.578125
	Iteration 80F: 3 clusters Score -1.934203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140621 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -19342050.000000 Penalty: 5892.578125
	Iteration 81Q: 3 clusters Score -1.934205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140638 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -19342024.000000 Penalty: 5892.578125
	Iteration 82Q: 3 clusters Score -1.934202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140650 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -19342044.000000 Penalty: 5892.578125
	Iteration 83Q: 3 clusters Score -1.934204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140657 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -19342050.000000 Penalty: 5892.578125
	Iteration 84Q: 3 clusters Score -1.934205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -19342032.000000 Penalty: 5892.578125
	Iteration 85Q: 3 clusters Score -1.934203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140674 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -19342042.000000 Penalty: 5892.578125
	Iteration 86Q: 3 clusters Score -1.934204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -19342048.000000 Penalty: 5892.578125
	Iteration 87Q: 3 clusters Score -1.934205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -19342042.000000 Penalty: 5892.578125
	Iteration 88Q: 3 clusters Score -1.934204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140686 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -19342032.000000 Penalty: 5892.578125
	Iteration 89Q: 3 clusters Score -1.934203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19342026.000000 Penalty: 5892.578125
	Iteration 90Q: 3 clusters Score -1.934203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140688 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19342026.000000 Penalty: 5892.578125
	Iteration 91F: 3 clusters Score -1.934203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149081 members 
Entering Unmasked Estep 
Score: -20027472.000000 Penalty: 2954.236816
	Iteration 0F: 2 clusters Score -2.002747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -19927968.000000 Penalty: 5908.473633
	Iteration 0F: 3 clusters Score -1.992797e+07 nChanged 71451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -19969960.000000 Penalty: 5908.473633
	Iteration 1F: 3 clusters Score -1.996996e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -19971418.000000 Penalty: 5908.473633
	Iteration 2Q: 3 clusters Score -1.997142e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -19973826.000000 Penalty: 5908.473633
	Iteration 3Q: 3 clusters Score -1.997383e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -19977480.000000 Penalty: 5908.473633
	Iteration 4F: 3 clusters Score -1.997748e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -19983430.000000 Penalty: 5908.473633
	Iteration 5F: 3 clusters Score -1.998343e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -19992018.000000 Penalty: 5908.473633
	Iteration 6F: 3 clusters Score -1.999202e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -20002436.000000 Penalty: 5908.473633
	Iteration 7F: 3 clusters Score -2.000244e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -20011258.000000 Penalty: 5908.473633
	Iteration 8F: 3 clusters Score -2.001126e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122666 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -20016190.000000 Penalty: 5908.473633
	Iteration 9Q: 3 clusters Score -2.001619e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125560 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -20018492.000000 Penalty: 5908.473633
	Iteration 10Q: 3 clusters Score -2.001849e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -20019744.000000 Penalty: 5908.473633
	Iteration 11Q: 3 clusters Score -2.001974e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129888 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -20020552.000000 Penalty: 5908.473633
	Iteration 12Q: 3 clusters Score -2.002055e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -20021364.000000 Penalty: 5908.473633
	Iteration 13Q: 3 clusters Score -2.002136e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -20022048.000000 Penalty: 5908.473633
	Iteration 14Q: 3 clusters Score -2.002205e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -20022642.000000 Penalty: 5908.473633
	Iteration 15Q: 3 clusters Score -2.002264e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -20023222.000000 Penalty: 5908.473633
	Iteration 16Q: 3 clusters Score -2.002322e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137248 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -20023754.000000 Penalty: 5908.473633
	Iteration 17Q: 3 clusters Score -2.002375e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -20024098.000000 Penalty: 5908.473633
	Iteration 18Q: 3 clusters Score -2.00241e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -20024386.000000 Penalty: 5908.473633
	Iteration 19Q: 3 clusters Score -2.002439e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -20024710.000000 Penalty: 5908.473633
	Iteration 20F: 3 clusters Score -2.002471e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -20024966.000000 Penalty: 5908.473633
	Iteration 21Q: 3 clusters Score -2.002497e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -20025136.000000 Penalty: 5908.473633
	Iteration 22Q: 3 clusters Score -2.002514e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142188 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -20025330.000000 Penalty: 5908.473633
	Iteration 23Q: 3 clusters Score -2.002533e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -20025432.000000 Penalty: 5908.473633
	Iteration 24Q: 3 clusters Score -2.002543e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -20025550.000000 Penalty: 5908.473633
	Iteration 25Q: 3 clusters Score -2.002555e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -20025688.000000 Penalty: 5908.473633
	Iteration 26Q: 3 clusters Score -2.002569e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -20025766.000000 Penalty: 5908.473633
	Iteration 27Q: 3 clusters Score -2.002577e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -20025786.000000 Penalty: 5908.473633
	Iteration 28Q: 3 clusters Score -2.002579e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -20025844.000000 Penalty: 5908.473633
	Iteration 29Q: 3 clusters Score -2.002584e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144580 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -20025842.000000 Penalty: 5908.473633
	Iteration 30Q: 3 clusters Score -2.002584e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -20025928.000000 Penalty: 5908.473633
	Iteration 31Q: 3 clusters Score -2.002593e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -20025908.000000 Penalty: 5908.473633
	Iteration 32Q: 3 clusters Score -2.002591e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145086 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20025906.000000 Penalty: 5908.473633
	Iteration 33Q: 3 clusters Score -2.002591e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -20025926.000000 Penalty: 5908.473633
	Iteration 34Q: 3 clusters Score -2.002593e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -20025940.000000 Penalty: 5908.473633
	Iteration 35Q: 3 clusters Score -2.002594e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20026026.000000 Penalty: 5908.473633
	Iteration 36Q: 3 clusters Score -2.002603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20026016.000000 Penalty: 5908.473633
	Iteration 37Q: 3 clusters Score -2.002602e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20026052.000000 Penalty: 5908.473633
	Iteration 38Q: 3 clusters Score -2.002605e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145590 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20026056.000000 Penalty: 5908.473633
	Iteration 39Q: 3 clusters Score -2.002606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -20026082.000000 Penalty: 5908.473633
	Iteration 40F: 3 clusters Score -2.002608e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20026102.000000 Penalty: 5908.473633
	Iteration 41Q: 3 clusters Score -2.00261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -20026084.000000 Penalty: 5908.473633
	Iteration 42Q: 3 clusters Score -2.002608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -20026098.000000 Penalty: 5908.473633
	Iteration 43Q: 3 clusters Score -2.00261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145783 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20026090.000000 Penalty: 5908.473633
	Iteration 44Q: 3 clusters Score -2.002609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145805 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -20026098.000000 Penalty: 5908.473633
	Iteration 45Q: 3 clusters Score -2.00261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -20026106.000000 Penalty: 5908.473633
	Iteration 46Q: 3 clusters Score -2.002611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145831 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -20026098.000000 Penalty: 5908.473633
	Iteration 47Q: 3 clusters Score -2.00261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -20026098.000000 Penalty: 5908.473633
	Iteration 48Q: 3 clusters Score -2.00261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20026096.000000 Penalty: 5908.473633
	Iteration 49Q: 3 clusters Score -2.00261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20026090.000000 Penalty: 5908.473633
	Iteration 50Q: 3 clusters Score -2.002609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -20026082.000000 Penalty: 5908.473633
	Iteration 51Q: 3 clusters Score -2.002608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145884 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20026104.000000 Penalty: 5908.473633
	Iteration 52Q: 3 clusters Score -2.00261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145898 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20026090.000000 Penalty: 5908.473633
	Iteration 53Q: 3 clusters Score -2.002609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -20026108.000000 Penalty: 5908.473633
	Iteration 54Q: 3 clusters Score -2.002611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145917 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -20026094.000000 Penalty: 5908.473633
	Iteration 55Q: 3 clusters Score -2.002609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145924 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -20026086.000000 Penalty: 5908.473633
	Iteration 56Q: 3 clusters Score -2.002609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145932 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20026078.000000 Penalty: 5908.473633
	Iteration 57Q: 3 clusters Score -2.002608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -20026090.000000 Penalty: 5908.473633
	Iteration 58Q: 3 clusters Score -2.002609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20026084.000000 Penalty: 5908.473633
	Iteration 59Q: 3 clusters Score -2.002608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -20026084.000000 Penalty: 5908.473633
	Iteration 60F: 3 clusters Score -2.002608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -20026090.000000 Penalty: 5908.473633
	Iteration 61Q: 3 clusters Score -2.002609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -20026102.000000 Penalty: 5908.473633
	Iteration 62Q: 3 clusters Score -2.00261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20026094.000000 Penalty: 5908.473633
	Iteration 63Q: 3 clusters Score -2.002609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -20026096.000000 Penalty: 5908.473633
	Iteration 64Q: 3 clusters Score -2.00261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145964 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20026094.000000 Penalty: 5908.473633
	Iteration 65Q: 3 clusters Score -2.002609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -20026110.000000 Penalty: 5908.473633
	Iteration 66Q: 3 clusters Score -2.002611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -20026106.000000 Penalty: 5908.473633
	Iteration 67Q: 3 clusters Score -2.002611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145971 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -20026110.000000 Penalty: 5908.473633
	Iteration 68Q: 3 clusters Score -2.002611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145975 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -20026098.000000 Penalty: 5908.473633
	Iteration 69Q: 3 clusters Score -2.00261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -20026112.000000 Penalty: 5908.473633
	Iteration 70Q: 3 clusters Score -2.002611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20026102.000000 Penalty: 5908.473633
	Iteration 71Q: 3 clusters Score -2.00261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145983 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -20026100.000000 Penalty: 5908.473633
	Iteration 72Q: 3 clusters Score -2.00261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145987 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -20026108.000000 Penalty: 5908.473633
	Iteration 73Q: 3 clusters Score -2.002611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145994 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -20026110.000000 Penalty: 5908.473633
	Iteration 74Q: 3 clusters Score -2.002611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20026112.000000 Penalty: 5908.473633
	Iteration 75Q: 3 clusters Score -2.002611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20026112.000000 Penalty: 5908.473633
	Iteration 76F: 3 clusters Score -2.002611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -494244.906250 Penalty: 2053.302002
	Iteration 0F: 2 clusters Score -494244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -490383.718750 Penalty: 4106.604004
	Iteration 0F: 3 clusters Score -490383.7 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -491251.750000 Penalty: 4106.604004
	Iteration 1F: 3 clusters Score -491251.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -491451.687500 Penalty: 4106.604004
	Iteration 2F: 3 clusters Score -491451.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -491563.000000 Penalty: 4106.604004
	Iteration 3Q: 3 clusters Score -491563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -491631.468750 Penalty: 4106.604004
	Iteration 4Q: 3 clusters Score -491631.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -491669.687500 Penalty: 4106.604004
	Iteration 5Q: 3 clusters Score -491669.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491704.468750 Penalty: 4106.604004
	Iteration 6Q: 3 clusters Score -491704.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -491737.125000 Penalty: 4106.604004
	Iteration 7Q: 3 clusters Score -491737.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -491764.437500 Penalty: 4106.604004
	Iteration 8Q: 3 clusters Score -491764.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -491782.812500 Penalty: 4106.604004
	Iteration 9Q: 3 clusters Score -491782.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -491800.187500 Penalty: 4106.604004
	Iteration 10Q: 3 clusters Score -491800.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -491813.218750 Penalty: 4106.604004
	Iteration 11Q: 3 clusters Score -491813.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -491823.781250 Penalty: 4106.604004
	Iteration 12Q: 3 clusters Score -491823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -491830.093750 Penalty: 4106.604004
	Iteration 13Q: 3 clusters Score -491830.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -491838.062500 Penalty: 4106.604004
	Iteration 14Q: 3 clusters Score -491838.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -491846.031250 Penalty: 4106.604004
	Iteration 15Q: 3 clusters Score -491846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -491854.156250 Penalty: 4106.604004
	Iteration 16Q: 3 clusters Score -491854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -491862.906250 Penalty: 4106.604004
	Iteration 17Q: 3 clusters Score -491862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491870.656250 Penalty: 4106.604004
	Iteration 18Q: 3 clusters Score -491870.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -491877.531250 Penalty: 4106.604004
	Iteration 19Q: 3 clusters Score -491877.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -491885.500000 Penalty: 4106.604004
	Iteration 20F: 3 clusters Score -491885.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -491892.125000 Penalty: 4106.604004
	Iteration 21Q: 3 clusters Score -491892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -491899.625000 Penalty: 4106.604004
	Iteration 22Q: 3 clusters Score -491899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -491905.187500 Penalty: 4106.604004
	Iteration 23Q: 3 clusters Score -491905.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -491909.062500 Penalty: 4106.604004
	Iteration 24Q: 3 clusters Score -491909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -491913.375000 Penalty: 4106.604004
	Iteration 25Q: 3 clusters Score -491913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -491917.531250 Penalty: 4106.604004
	Iteration 26Q: 3 clusters Score -491917.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -491921.562500 Penalty: 4106.604004
	Iteration 27Q: 3 clusters Score -491921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -491925.968750 Penalty: 4106.604004
	Iteration 28Q: 3 clusters Score -491926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -491931.656250 Penalty: 4106.604004
	Iteration 29Q: 3 clusters Score -491931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -491935.031250 Penalty: 4106.604004
	Iteration 30Q: 3 clusters Score -491935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -491937.781250 Penalty: 4106.604004
	Iteration 31Q: 3 clusters Score -491937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -491941.031250 Penalty: 4106.604004
	Iteration 32Q: 3 clusters Score -491941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -491945.531250 Penalty: 4106.604004
	Iteration 33Q: 3 clusters Score -491945.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -491949.562500 Penalty: 4106.604004
	Iteration 34Q: 3 clusters Score -491949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -491953.187500 Penalty: 4106.604004
	Iteration 35Q: 3 clusters Score -491953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -491955.781250 Penalty: 4106.604004
	Iteration 36Q: 3 clusters Score -491955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -491959.218750 Penalty: 4106.604004
	Iteration 37Q: 3 clusters Score -491959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -491964.312500 Penalty: 4106.604004
	Iteration 38Q: 3 clusters Score -491964.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -491969.718750 Penalty: 4106.604004
	Iteration 39Q: 3 clusters Score -491969.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -491974.906250 Penalty: 4106.604004
	Iteration 40F: 3 clusters Score -491974.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -491977.718750 Penalty: 4106.604004
	Iteration 41Q: 3 clusters Score -491977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -491984.468750 Penalty: 4106.604004
	Iteration 42Q: 3 clusters Score -491984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -491990.312500 Penalty: 4106.604004
	Iteration 43Q: 3 clusters Score -491990.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -491995.656250 Penalty: 4106.604004
	Iteration 44Q: 3 clusters Score -491995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -492001.750000 Penalty: 4106.604004
	Iteration 45Q: 3 clusters Score -492001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -492009.218750 Penalty: 4106.604004
	Iteration 46Q: 3 clusters Score -492009.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -492012.218750 Penalty: 4106.604004
	Iteration 47Q: 3 clusters Score -492012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -492017.312500 Penalty: 4106.604004
	Iteration 48Q: 3 clusters Score -492017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -492019.312500 Penalty: 4106.604004
	Iteration 49Q: 3 clusters Score -492019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -492022.843750 Penalty: 4106.604004
	Iteration 50Q: 3 clusters Score -492022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -492023.250000 Penalty: 4106.604004
	Iteration 51Q: 3 clusters Score -492023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -492024.718750 Penalty: 4106.604004
	Iteration 52Q: 3 clusters Score -492024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -492027.312500 Penalty: 4106.604004
	Iteration 53Q: 3 clusters Score -492027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -492028.875000 Penalty: 4106.604004
	Iteration 54Q: 3 clusters Score -492028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -492031.468750 Penalty: 4106.604004
	Iteration 55Q: 3 clusters Score -492031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -492032.906250 Penalty: 4106.604004
	Iteration 56Q: 3 clusters Score -492032.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -492036.843750 Penalty: 4106.604004
	Iteration 57Q: 3 clusters Score -492036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -492040.437500 Penalty: 4106.604004
	Iteration 58Q: 3 clusters Score -492040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -492042.000000 Penalty: 4106.604004
	Iteration 59Q: 3 clusters Score -492042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -492044.625000 Penalty: 4106.604004
	Iteration 60F: 3 clusters Score -492044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -492047.343750 Penalty: 4106.604004
	Iteration 61Q: 3 clusters Score -492047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -492051.156250 Penalty: 4106.604004
	Iteration 62Q: 3 clusters Score -492051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -492052.562500 Penalty: 4106.604004
	Iteration 63Q: 3 clusters Score -492052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -492053.750000 Penalty: 4106.604004
	Iteration 64Q: 3 clusters Score -492053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -492056.125000 Penalty: 4106.604004
	Iteration 65Q: 3 clusters Score -492056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -492058.250000 Penalty: 4106.604004
	Iteration 66Q: 3 clusters Score -492058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -492061.000000 Penalty: 4106.604004
	Iteration 67Q: 3 clusters Score -492061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -492061.500000 Penalty: 4106.604004
	Iteration 68Q: 3 clusters Score -492061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -492063.218750 Penalty: 4106.604004
	Iteration 69Q: 3 clusters Score -492063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -492066.406250 Penalty: 4106.604004
	Iteration 70Q: 3 clusters Score -492066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -492068.312500 Penalty: 4106.604004
	Iteration 71Q: 3 clusters Score -492068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -492070.968750 Penalty: 4106.604004
	Iteration 72Q: 3 clusters Score -492071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -492073.968750 Penalty: 4106.604004
	Iteration 73Q: 3 clusters Score -492074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -492076.031250 Penalty: 4106.604004
	Iteration 74Q: 3 clusters Score -492076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -492078.218750 Penalty: 4106.604004
	Iteration 75Q: 3 clusters Score -492078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -492081.062500 Penalty: 4106.604004
	Iteration 76Q: 3 clusters Score -492081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -492083.906250 Penalty: 4106.604004
	Iteration 77Q: 3 clusters Score -492083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -492084.968750 Penalty: 4106.604004
	Iteration 78Q: 3 clusters Score -492085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -492086.468750 Penalty: 4106.604004
	Iteration 79Q: 3 clusters Score -492086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -492087.875000 Penalty: 4106.604004
	Iteration 80F: 3 clusters Score -492087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -492088.843750 Penalty: 4106.604004
	Iteration 81Q: 3 clusters Score -492088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -492089.187500 Penalty: 4106.604004
	Iteration 82Q: 3 clusters Score -492089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -492089.375000 Penalty: 4106.604004
	Iteration 83Q: 3 clusters Score -492089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -492089.312500 Penalty: 4106.604004
	Iteration 84Q: 3 clusters Score -492089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -492091.375000 Penalty: 4106.604004
	Iteration 85Q: 3 clusters Score -492091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -492093.656250 Penalty: 4106.604004
	Iteration 86Q: 3 clusters Score -492093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -492095.156250 Penalty: 4106.604004
	Iteration 87Q: 3 clusters Score -492095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -492097.500000 Penalty: 4106.604004
	Iteration 88Q: 3 clusters Score -492097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -492099.468750 Penalty: 4106.604004
	Iteration 89Q: 3 clusters Score -492099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -492101.093750 Penalty: 4106.604004
	Iteration 90Q: 3 clusters Score -492101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -492102.031250 Penalty: 4106.604004
	Iteration 91Q: 3 clusters Score -492102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -492104.281250 Penalty: 4106.604004
	Iteration 92Q: 3 clusters Score -492104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -492106.187500 Penalty: 4106.604004
	Iteration 93Q: 3 clusters Score -492106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -492110.312500 Penalty: 4106.604004
	Iteration 94Q: 3 clusters Score -492110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -492111.500000 Penalty: 4106.604004
	Iteration 95Q: 3 clusters Score -492111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -492113.781250 Penalty: 4106.604004
	Iteration 96Q: 3 clusters Score -492113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -492114.937500 Penalty: 4106.604004
	Iteration 97Q: 3 clusters Score -492114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -492115.125000 Penalty: 4106.604004
	Iteration 98Q: 3 clusters Score -492115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -492115.218750 Penalty: 4106.604004
	Iteration 99Q: 3 clusters Score -492115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -492115.218750 Penalty: 4106.604004
	Iteration 100F: 3 clusters Score -492115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178186 members 
Mstep: Class 5 contains 121175 members 
Mstep: Class 6 contains 54221 members 
Mstep: Class 7 contains 61204 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 174775 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113289 members 
Mstep: Class 15 contains 181657 members 
Mstep: Class 16 contains 82651 members 
Mstep: Class 17 contains 72471 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20482 members 
Mstep: Class 20 contains 144379 members 
Mstep: Class 21 contains 149081 members 
Mstep: Class 22 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358448.000000 Penalty: 73593.648438
Iteration 119Q: 22 clusters Score -1.803584e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178377 members 
Mstep: Class 5 contains 121613 members 
Mstep: Class 6 contains 54281 members 
Mstep: Class 7 contains 61228 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 174435 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 113252 members 
Mstep: Class 15 contains 181293 members 
Mstep: Class 16 contains 82782 members 
Mstep: Class 17 contains 72535 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20489 members 
Mstep: Class 20 contains 144373 members 
Mstep: Class 21 contains 148905 members 
Mstep: Class 22 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358896.000000 Penalty: 73593.648438
Iteration 120F: 22 clusters Score -1.803589e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178532 members 
Mstep: Class 5 contains 122009 members 
Mstep: Class 6 contains 54371 members 
Mstep: Class 7 contains 61264 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 174103 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 113215 members 
Mstep: Class 15 contains 180884 members 
Mstep: Class 16 contains 82905 members 
Mstep: Class 17 contains 72588 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20510 members 
Mstep: Class 20 contains 144407 members 
Mstep: Class 21 contains 148772 members 
Mstep: Class 22 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358480.000000 Penalty: 73593.648438
Iteration 121Q: 22 clusters Score -1.803585e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178684 members 
Mstep: Class 5 contains 122397 members 
Mstep: Class 6 contains 54467 members 
Mstep: Class 7 contains 61313 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 173802 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113154 members 
Mstep: Class 15 contains 180479 members 
Mstep: Class 16 contains 83006 members 
Mstep: Class 17 contains 72653 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20525 members 
Mstep: Class 20 contains 144504 members 
Mstep: Class 21 contains 148571 members 
Mstep: Class 22 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358208.000000 Penalty: 73593.648438
Iteration 122Q: 22 clusters Score -1.803582e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178813 members 
Mstep: Class 5 contains 122794 members 
Mstep: Class 6 contains 54567 members 
Mstep: Class 7 contains 61361 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 173531 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 113095 members 
Mstep: Class 15 contains 180037 members 
Mstep: Class 16 contains 83126 members 
Mstep: Class 17 contains 72718 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20523 members 
Mstep: Class 20 contains 144593 members 
Mstep: Class 21 contains 148404 members 
Mstep: Class 22 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357568.000000 Penalty: 73593.648438
Iteration 123Q: 22 clusters Score -1.803576e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 178941 members 
Mstep: Class 5 contains 123167 members 
Mstep: Class 6 contains 54663 members 
Mstep: Class 7 contains 61412 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 173261 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 113027 members 
Mstep: Class 15 contains 179664 members 
Mstep: Class 16 contains 83237 members 
Mstep: Class 17 contains 72799 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20525 members 
Mstep: Class 20 contains 144653 members 
Mstep: Class 21 contains 148216 members 
Mstep: Class 22 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357616.000000 Penalty: 73593.648438
Iteration 124Q: 22 clusters Score -1.803576e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179045 members 
Mstep: Class 5 contains 123572 members 
Mstep: Class 6 contains 54760 members 
Mstep: Class 7 contains 61464 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 172909 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 112958 members 
Mstep: Class 15 contains 179307 members 
Mstep: Class 16 contains 83368 members 
Mstep: Class 17 contains 72853 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20529 members 
Mstep: Class 20 contains 144764 members 
Mstep: Class 21 contains 148041 members 
Mstep: Class 22 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357648.000000 Penalty: 73593.648438
Iteration 125Q: 22 clusters Score -1.803576e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179141 members 
Mstep: Class 5 contains 123942 members 
Mstep: Class 6 contains 54860 members 
Mstep: Class 7 contains 61501 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 172519 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 112871 members 
Mstep: Class 15 contains 179009 members 
Mstep: Class 16 contains 83531 members 
Mstep: Class 17 contains 72903 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 144880 members 
Mstep: Class 21 contains 147875 members 
Mstep: Class 22 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358000.000000 Penalty: 73593.648438
Iteration 126Q: 22 clusters Score -1.80358e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179223 members 
Mstep: Class 5 contains 124281 members 
Mstep: Class 6 contains 54971 members 
Mstep: Class 7 contains 61561 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 172096 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 112818 members 
Mstep: Class 15 contains 178663 members 
Mstep: Class 16 contains 83695 members 
Mstep: Class 17 contains 72969 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20543 members 
Mstep: Class 20 contains 145005 members 
Mstep: Class 21 contains 147726 members 
Mstep: Class 22 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358272.000000 Penalty: 73593.648438
Iteration 127Q: 22 clusters Score -1.803583e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179337 members 
Mstep: Class 5 contains 124608 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 61613 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 171734 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 112778 members 
Mstep: Class 15 contains 178385 members 
Mstep: Class 16 contains 83834 members 
Mstep: Class 17 contains 73011 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 145090 members 
Mstep: Class 21 contains 147546 members 
Mstep: Class 22 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358352.000000 Penalty: 73593.648438
Iteration 128Q: 22 clusters Score -1.803584e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179489 members 
Mstep: Class 5 contains 124945 members 
Mstep: Class 6 contains 55182 members 
Mstep: Class 7 contains 61667 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 171317 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 112744 members 
Mstep: Class 15 contains 178147 members 
Mstep: Class 16 contains 83950 members 
Mstep: Class 17 contains 73047 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 145179 members 
Mstep: Class 21 contains 147352 members 
Mstep: Class 22 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357776.000000 Penalty: 73593.648438
Iteration 129Q: 22 clusters Score -1.803578e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179633 members 
Mstep: Class 5 contains 125269 members 
Mstep: Class 6 contains 55287 members 
Mstep: Class 7 contains 61706 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 170896 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 112705 members 
Mstep: Class 15 contains 177921 members 
Mstep: Class 16 contains 84049 members 
Mstep: Class 17 contains 73092 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 145310 members 
Mstep: Class 21 contains 147154 members 
Mstep: Class 22 contains 3947 members 
Entering Unmasked Estep 
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Score: -180357792.000000 Penalty: 73593.648438
Iteration 130Q: 22 clusters Score -1.803578e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179790 members 
Mstep: Class 5 contains 125630 members 
Mstep: Class 6 contains 55373 members 
Mstep: Class 7 contains 61763 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 170422 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 112679 members 
Mstep: Class 15 contains 177695 members 
Mstep: Class 16 contains 84141 members 
Mstep: Class 17 contains 73114 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 145449 members 
Mstep: Class 21 contains 146966 members 
Mstep: Class 22 contains 3948 members 
Entering Unmasked Estep 
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Score: -180357488.000000 Penalty: 73593.648438
Iteration 131Q: 22 clusters Score -1.803575e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 179955 members 
Mstep: Class 5 contains 126004 members 
Mstep: Class 6 contains 55453 members 
Mstep: Class 7 contains 61783 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 169918 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 112659 members 
Mstep: Class 15 contains 177509 members 
Mstep: Class 16 contains 84226 members 
Mstep: Class 17 contains 73162 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20531 members 
Mstep: Class 20 contains 145599 members 
Mstep: Class 21 contains 146763 members 
Mstep: Class 22 contains 3951 members 
Entering Unmasked Estep 
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Score: -180357888.000000 Penalty: 73593.648438
Iteration 132Q: 22 clusters Score -1.803579e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180114 members 
Mstep: Class 5 contains 126341 members 
Mstep: Class 6 contains 55548 members 
Mstep: Class 7 contains 61812 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 169473 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 112664 members 
Mstep: Class 15 contains 177292 members 
Mstep: Class 16 contains 84329 members 
Mstep: Class 17 contains 73188 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20533 members 
Mstep: Class 20 contains 145710 members 
Mstep: Class 21 contains 146563 members 
Mstep: Class 22 contains 3954 members 
Entering Unmasked Estep 
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Score: -180357728.000000 Penalty: 73593.648438
Iteration 133Q: 22 clusters Score -1.803577e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180285 members 
Mstep: Class 5 contains 126632 members 
Mstep: Class 6 contains 55659 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 169084 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 112681 members 
Mstep: Class 15 contains 177028 members 
Mstep: Class 16 contains 84407 members 
Mstep: Class 17 contains 73229 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20523 members 
Mstep: Class 20 contains 145801 members 
Mstep: Class 21 contains 146398 members 
Mstep: Class 22 contains 3959 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -1.80357e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180431 members 
Mstep: Class 5 contains 126936 members 
Mstep: Class 6 contains 55782 members 
Mstep: Class 7 contains 61887 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 168654 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 112668 members 
Mstep: Class 15 contains 176749 members 
Mstep: Class 16 contains 84517 members 
Mstep: Class 17 contains 73264 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20517 members 
Mstep: Class 20 contains 145896 members 
Mstep: Class 21 contains 146261 members 
Mstep: Class 22 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356896.000000 Penalty: 73593.648438
Iteration 135Q: 22 clusters Score -1.803569e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180581 members 
Mstep: Class 5 contains 127251 members 
Mstep: Class 6 contains 55867 members 
Mstep: Class 7 contains 61940 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 168169 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 112674 members 
Mstep: Class 15 contains 176512 members 
Mstep: Class 16 contains 84618 members 
Mstep: Class 17 contains 73304 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20519 members 
Mstep: Class 20 contains 146001 members 
Mstep: Class 21 contains 146127 members 
Mstep: Class 22 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356096.000000 Penalty: 73593.648438
Iteration 136Q: 22 clusters Score -1.803561e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180689 members 
Mstep: Class 5 contains 127579 members 
Mstep: Class 6 contains 55954 members 
Mstep: Class 7 contains 61978 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 167770 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 112677 members 
Mstep: Class 15 contains 176241 members 
Mstep: Class 16 contains 84711 members 
Mstep: Class 17 contains 73355 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20522 members 
Mstep: Class 20 contains 146139 members 
Mstep: Class 21 contains 145950 members 
Mstep: Class 22 contains 3966 members 
Entering Unmasked Estep 
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Score: -180355808.000000 Penalty: 73593.648438
Iteration 137Q: 22 clusters Score -1.803558e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180773 members 
Mstep: Class 5 contains 127894 members 
Mstep: Class 6 contains 56038 members 
Mstep: Class 7 contains 62003 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 167310 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 112686 members 
Mstep: Class 15 contains 176072 members 
Mstep: Class 16 contains 84794 members 
Mstep: Class 17 contains 73419 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20526 members 
Mstep: Class 20 contains 146283 members 
Mstep: Class 21 contains 145771 members 
Mstep: Class 22 contains 3967 members 
Entering Unmasked Estep 
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Score: -180355616.000000 Penalty: 73593.648438
Iteration 138Q: 22 clusters Score -1.803556e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180860 members 
Mstep: Class 5 contains 128219 members 
Mstep: Class 6 contains 56123 members 
Mstep: Class 7 contains 62023 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 166859 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 112704 members 
Mstep: Class 15 contains 175917 members 
Mstep: Class 16 contains 84848 members 
Mstep: Class 17 contains 73472 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20521 members 
Mstep: Class 20 contains 146444 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3968 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.803559e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180921 members 
Mstep: Class 5 contains 128510 members 
Mstep: Class 6 contains 56224 members 
Mstep: Class 7 contains 62036 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 166527 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 112694 members 
Mstep: Class 15 contains 175653 members 
Mstep: Class 16 contains 84911 members 
Mstep: Class 17 contains 73529 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20499 members 
Mstep: Class 20 contains 146626 members 
Mstep: Class 21 contains 145425 members 
Mstep: Class 22 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355648.000000 Penalty: 73593.648438
Iteration 140F: 22 clusters Score -1.803556e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 180999 members 
Mstep: Class 5 contains 128775 members 
Mstep: Class 6 contains 56316 members 
Mstep: Class 7 contains 62043 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 166206 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 112698 members 
Mstep: Class 15 contains 175393 members 
Mstep: Class 16 contains 85001 members 
Mstep: Class 17 contains 73557 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20492 members 
Mstep: Class 20 contains 146771 members 
Mstep: Class 21 contains 145280 members 
Mstep: Class 22 contains 3985 members 
Entering Unmasked Estep 
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Score: -180355440.000000 Penalty: 73593.648438
Iteration 141Q: 22 clusters Score -1.803554e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181062 members 
Mstep: Class 5 contains 129056 members 
Mstep: Class 6 contains 56389 members 
Mstep: Class 7 contains 62047 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 165873 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 112711 members 
Mstep: Class 15 contains 175119 members 
Mstep: Class 16 contains 85108 members 
Mstep: Class 17 contains 73613 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20484 members 
Mstep: Class 20 contains 146932 members 
Mstep: Class 21 contains 145125 members 
Mstep: Class 22 contains 3992 members 
Entering Unmasked Estep 
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Score: -180355408.000000 Penalty: 73593.648438
Iteration 142Q: 22 clusters Score -1.803554e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181103 members 
Mstep: Class 5 contains 129357 members 
Mstep: Class 6 contains 56457 members 
Mstep: Class 7 contains 62070 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 165540 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 112748 members 
Mstep: Class 15 contains 174854 members 
Mstep: Class 16 contains 85190 members 
Mstep: Class 17 contains 73665 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20474 members 
Mstep: Class 20 contains 147115 members 
Mstep: Class 21 contains 144939 members 
Mstep: Class 22 contains 3997 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -1.803554e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181123 members 
Mstep: Class 5 contains 129588 members 
Mstep: Class 6 contains 56537 members 
Mstep: Class 7 contains 62097 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 165196 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 112802 members 
Mstep: Class 15 contains 174614 members 
Mstep: Class 16 contains 85258 members 
Mstep: Class 17 contains 73703 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 147301 members 
Mstep: Class 21 contains 144820 members 
Mstep: Class 22 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355216.000000 Penalty: 73593.648438
Iteration 144Q: 22 clusters Score -1.803552e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181143 members 
Mstep: Class 5 contains 129789 members 
Mstep: Class 6 contains 56613 members 
Mstep: Class 7 contains 62119 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 164940 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 112866 members 
Mstep: Class 15 contains 174321 members 
Mstep: Class 16 contains 85326 members 
Mstep: Class 17 contains 73744 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 147503 members 
Mstep: Class 21 contains 144668 members 
Mstep: Class 22 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355024.000000 Penalty: 73593.648438
Iteration 145Q: 22 clusters Score -1.80355e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181188 members 
Mstep: Class 5 contains 130047 members 
Mstep: Class 6 contains 56679 members 
Mstep: Class 7 contains 62165 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 164658 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 112904 members 
Mstep: Class 15 contains 173997 members 
Mstep: Class 16 contains 85389 members 
Mstep: Class 17 contains 73797 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20456 members 
Mstep: Class 20 contains 147667 members 
Mstep: Class 21 contains 144540 members 
Mstep: Class 22 contains 4018 members 
Entering Unmasked Estep 
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Score: -180355120.000000 Penalty: 73593.648438
Iteration 146Q: 22 clusters Score -1.803551e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181254 members 
Mstep: Class 5 contains 130303 members 
Mstep: Class 6 contains 56735 members 
Mstep: Class 7 contains 62196 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 164380 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 112935 members 
Mstep: Class 15 contains 173684 members 
Mstep: Class 16 contains 85473 members 
Mstep: Class 17 contains 73837 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20447 members 
Mstep: Class 20 contains 147810 members 
Mstep: Class 21 contains 144424 members 
Mstep: Class 22 contains 4027 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -1.803549e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181312 members 
Mstep: Class 5 contains 130557 members 
Mstep: Class 6 contains 56776 members 
Mstep: Class 7 contains 62210 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 164161 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 112972 members 
Mstep: Class 15 contains 173338 members 
Mstep: Class 16 contains 85540 members 
Mstep: Class 17 contains 73864 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20451 members 
Mstep: Class 20 contains 147983 members 
Mstep: Class 21 contains 144309 members 
Mstep: Class 22 contains 4031 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -1.803551e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181365 members 
Mstep: Class 5 contains 130839 members 
Mstep: Class 6 contains 56824 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 163943 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 112995 members 
Mstep: Class 15 contains 173024 members 
Mstep: Class 16 contains 85612 members 
Mstep: Class 17 contains 73905 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20441 members 
Mstep: Class 20 contains 148114 members 
Mstep: Class 21 contains 144190 members 
Mstep: Class 22 contains 4037 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -1.80355e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181444 members 
Mstep: Class 5 contains 131146 members 
Mstep: Class 6 contains 56867 members 
Mstep: Class 7 contains 62239 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 163644 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 113026 members 
Mstep: Class 15 contains 172655 members 
Mstep: Class 16 contains 85703 members 
Mstep: Class 17 contains 73946 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20435 members 
Mstep: Class 20 contains 148300 members 
Mstep: Class 21 contains 144064 members 
Mstep: Class 22 contains 4043 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -1.803548e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181526 members 
Mstep: Class 5 contains 131504 members 
Mstep: Class 6 contains 56892 members 
Mstep: Class 7 contains 62254 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 163375 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 113049 members 
Mstep: Class 15 contains 172279 members 
Mstep: Class 16 contains 85797 members 
Mstep: Class 17 contains 73979 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20424 members 
Mstep: Class 20 contains 148446 members 
Mstep: Class 21 contains 143938 members 
Mstep: Class 22 contains 4050 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -1.803544e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181569 members 
Mstep: Class 5 contains 131853 members 
Mstep: Class 6 contains 56910 members 
Mstep: Class 7 contains 62277 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 163097 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 113101 members 
Mstep: Class 15 contains 171918 members 
Mstep: Class 16 contains 85872 members 
Mstep: Class 17 contains 74040 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20434 members 
Mstep: Class 20 contains 148567 members 
Mstep: Class 21 contains 143821 members 
Mstep: Class 22 contains 4055 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -1.803548e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181624 members 
Mstep: Class 5 contains 132218 members 
Mstep: Class 6 contains 56949 members 
Mstep: Class 7 contains 62297 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 162808 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 113137 members 
Mstep: Class 15 contains 171540 members 
Mstep: Class 16 contains 85946 members 
Mstep: Class 17 contains 74082 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20434 members 
Mstep: Class 20 contains 148680 members 
Mstep: Class 21 contains 143733 members 
Mstep: Class 22 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355216.000000 Penalty: 73593.648438
Iteration 153Q: 22 clusters Score -1.803552e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181673 members 
Mstep: Class 5 contains 132559 members 
Mstep: Class 6 contains 56983 members 
Mstep: Class 7 contains 62345 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 162543 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 113162 members 
Mstep: Class 15 contains 171190 members 
Mstep: Class 16 contains 85999 members 
Mstep: Class 17 contains 74122 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20438 members 
Mstep: Class 20 contains 148796 members 
Mstep: Class 21 contains 143635 members 
Mstep: Class 22 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355712.000000 Penalty: 73593.648438
Iteration 154Q: 22 clusters Score -1.803557e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181716 members 
Mstep: Class 5 contains 132899 members 
Mstep: Class 6 contains 57010 members 
Mstep: Class 7 contains 62379 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 162282 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 113187 members 
Mstep: Class 15 contains 170885 members 
Mstep: Class 16 contains 86055 members 
Mstep: Class 17 contains 74141 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 148929 members 
Mstep: Class 21 contains 143521 members 
Mstep: Class 22 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355392.000000 Penalty: 73593.648438
Iteration 155Q: 22 clusters Score -1.803554e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181795 members 
Mstep: Class 5 contains 133282 members 
Mstep: Class 6 contains 57032 members 
Mstep: Class 7 contains 62428 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 162064 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 113218 members 
Mstep: Class 15 contains 170516 members 
Mstep: Class 16 contains 86103 members 
Mstep: Class 17 contains 74157 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20442 members 
Mstep: Class 20 contains 149029 members 
Mstep: Class 21 contains 143372 members 
Mstep: Class 22 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354832.000000 Penalty: 73593.648438
Iteration 156Q: 22 clusters Score -1.803548e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181866 members 
Mstep: Class 5 contains 133679 members 
Mstep: Class 6 contains 57030 members 
Mstep: Class 7 contains 62481 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 161867 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 113223 members 
Mstep: Class 15 contains 170151 members 
Mstep: Class 16 contains 86154 members 
Mstep: Class 17 contains 74188 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20452 members 
Mstep: Class 20 contains 149108 members 
Mstep: Class 21 contains 143231 members 
Mstep: Class 22 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354896.000000 Penalty: 73593.648438
Iteration 157Q: 22 clusters Score -1.803549e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181902 members 
Mstep: Class 5 contains 134056 members 
Mstep: Class 6 contains 57061 members 
Mstep: Class 7 contains 62545 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 161648 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 113214 members 
Mstep: Class 15 contains 169837 members 
Mstep: Class 16 contains 86215 members 
Mstep: Class 17 contains 74204 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20454 members 
Mstep: Class 20 contains 149235 members 
Mstep: Class 21 contains 143058 members 
Mstep: Class 22 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354944.000000 Penalty: 73593.648438
Iteration 158Q: 22 clusters Score -1.803549e+08 nChanged 2498
Entering ConstructFrom: 
Score: -180354944.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -43316.777344 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -43316.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41994.714844 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -41994.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42179.132812 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -42179.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42237.511719 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -42237.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42272.417969 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -42272.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42285.214844 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -42285.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42296.628906 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -42296.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42323.925781 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -42323.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42359.988281 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -42359.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42418.734375 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -42418.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42434.019531 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -42434.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42444.117188 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -42444.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42451.289062 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -42451.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42454.902344 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -42454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42466.042969 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -42466.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42471.828125 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -42471.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42485.324219 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -42485.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42499.949219 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -42499.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42505.667969 Penalty: 2952.808594
	Iteration 17Q: 3 clusters Score -42505.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42509.218750 Penalty: 2952.808594
	Iteration 18Q: 3 clusters Score -42509.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42513.394531 Penalty: 2952.808594
	Iteration 19Q: 3 clusters Score -42513.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42515.367188 Penalty: 2952.808594
	Iteration 20F: 3 clusters Score -42515.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42519.617188 Penalty: 2952.808594
	Iteration 21Q: 3 clusters Score -42519.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42524.332031 Penalty: 2952.808594
	Iteration 22Q: 3 clusters Score -42524.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42536.468750 Penalty: 2952.808594
	Iteration 23Q: 3 clusters Score -42536.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42540.324219 Penalty: 2952.808594
	Iteration 24Q: 3 clusters Score -42540.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42546.171875 Penalty: 2952.808594
	Iteration 25Q: 3 clusters Score -42546.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42549.957031 Penalty: 2952.808594
	Iteration 26Q: 3 clusters Score -42549.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42564.406250 Penalty: 2952.808594
	Iteration 27Q: 3 clusters Score -42564.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42568.101562 Penalty: 2952.808594
	Iteration 28Q: 3 clusters Score -42568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42568.101562 Penalty: 2952.808594
	Iteration 29F: 3 clusters Score -42568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 301 members 
Entering Unmasked Estep 
Score: -69788.140625 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69788.14 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69991.828125 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -69991.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70064.140625 Penalty: 3175.350830
	Iteration 2Q: 3 clusters Score -70064.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70116.062500 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70116.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70139.281250 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70139.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70170.148438 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70170.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70197.257812 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70197.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70215.187500 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70215.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70237.257812 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70237.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70252.953125 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70252.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70286.289062 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70286.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70333.015625 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70333.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70354.835938 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70354.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70377.304688 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -70377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70384.578125 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -70384.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70386.492188 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -70386.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70392.515625 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -70392.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70396.570312 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -70396.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70410.359375 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -70410.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70437.140625 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -70437.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70445.335938 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -70445.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70468.335938 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -70468.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70512.593750 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -70512.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70538.601562 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -70538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70549.656250 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -70549.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70556.218750 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -70556.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70561.914062 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -70561.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70563.476562 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -70563.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70566.484375 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -70566.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70566.484375 Penalty: 3175.350830
	Iteration 29F: 3 clusters Score -70566.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 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 428 members 
Entering Unmasked Estep 
Score: -103360.000000 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103360 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103736.773438 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103736.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103923.609375 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103923.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104053.906250 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -104053.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104132.703125 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -104132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104196.507812 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -104196.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104280.734375 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104280.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104358.539062 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104397.929688 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104397.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104436.828125 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104448.617188 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104459.578125 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104463.218750 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104464.929688 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104464.929688 Penalty: 3343.883545
	Iteration 14F: 3 clusters Score -104464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181948 members 
Entering Unmasked Estep 
Score: -24568664.000000 Penalty: 3003.645996
	Iteration 0F: 2 clusters Score -2.456866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -24460718.000000 Penalty: 6007.291992
	Iteration 0F: 3 clusters Score -2.446072e+07 nChanged 87177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -24511714.000000 Penalty: 6007.291992
	Iteration 1F: 3 clusters Score -2.451171e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -24512928.000000 Penalty: 6007.291992
	Iteration 2Q: 3 clusters Score -2.451293e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -24514744.000000 Penalty: 6007.291992
	Iteration 3Q: 3 clusters Score -2.451474e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -24517366.000000 Penalty: 6007.291992
	Iteration 4Q: 3 clusters Score -2.451737e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -24521626.000000 Penalty: 6007.291992
	Iteration 5Q: 3 clusters Score -2.452163e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -24528894.000000 Penalty: 6007.291992
	Iteration 6F: 3 clusters Score -2.452889e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -24540136.000000 Penalty: 6007.291992
	Iteration 7F: 3 clusters Score -2.454014e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 128999 members 
Entering Unmasked Estep 
Score: -24551896.000000 Penalty: 6007.291992
	Iteration 8F: 3 clusters Score -2.45519e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 134721 members 
Entering Unmasked Estep 
Score: -24559504.000000 Penalty: 6007.291992
	Iteration 9F: 3 clusters Score -2.45595e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -24562946.000000 Penalty: 6007.291992
	Iteration 10Q: 3 clusters Score -2.456295e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 141710 members 
Entering Unmasked Estep 
Score: -24564258.000000 Penalty: 6007.291992
	Iteration 11Q: 3 clusters Score -2.456426e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -24565388.000000 Penalty: 6007.291992
	Iteration 12Q: 3 clusters Score -2.456539e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -24566476.000000 Penalty: 6007.291992
	Iteration 13Q: 3 clusters Score -2.456648e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -24567286.000000 Penalty: 6007.291992
	Iteration 14Q: 3 clusters Score -2.456729e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -24567862.000000 Penalty: 6007.291992
	Iteration 15Q: 3 clusters Score -2.456786e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -24568420.000000 Penalty: 6007.291992
	Iteration 16Q: 3 clusters Score -2.456842e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 159107 members 
Entering Unmasked Estep 
Score: -24568874.000000 Penalty: 6007.291992
	Iteration 17Q: 3 clusters Score -2.456887e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -24569048.000000 Penalty: 6007.291992
	Iteration 18Q: 3 clusters Score -2.456905e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -24569118.000000 Penalty: 6007.291992
	Iteration 19Q: 3 clusters Score -2.456912e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -24569006.000000 Penalty: 6007.291992
	Iteration 20F: 3 clusters Score -2.456901e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -24569056.000000 Penalty: 6007.291992
	Iteration 21Q: 3 clusters Score -2.456906e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -24569046.000000 Penalty: 6007.291992
	Iteration 22Q: 3 clusters Score -2.456905e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -24569076.000000 Penalty: 6007.291992
	Iteration 23Q: 3 clusters Score -2.456908e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -24569036.000000 Penalty: 6007.291992
	Iteration 24Q: 3 clusters Score -2.456904e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -24569022.000000 Penalty: 6007.291992
	Iteration 25Q: 3 clusters Score -2.456902e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -24568896.000000 Penalty: 6007.291992
	Iteration 26Q: 3 clusters Score -2.45689e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -24568748.000000 Penalty: 6007.291992
	Iteration 27Q: 3 clusters Score -2.456875e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -24568436.000000 Penalty: 6007.291992
	Iteration 28Q: 3 clusters Score -2.456844e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -24568240.000000 Penalty: 6007.291992
	Iteration 29Q: 3 clusters Score -2.456824e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -24568090.000000 Penalty: 6007.291992
	Iteration 30Q: 3 clusters Score -2.456809e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 178231 members 
Entering Unmasked Estep 
Score: -24567926.000000 Penalty: 6007.291992
	Iteration 31Q: 3 clusters Score -2.456793e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -24567812.000000 Penalty: 6007.291992
	Iteration 32Q: 3 clusters Score -2.456781e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -24567694.000000 Penalty: 6007.291992
	Iteration 33Q: 3 clusters Score -2.456769e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -24567602.000000 Penalty: 6007.291992
	Iteration 34Q: 3 clusters Score -2.45676e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 179585 members 
Entering Unmasked Estep 
Score: -24567594.000000 Penalty: 6007.291992
	Iteration 35Q: 3 clusters Score -2.456759e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 179760 members 
Entering Unmasked Estep 
Score: -24567532.000000 Penalty: 6007.291992
	Iteration 36Q: 3 clusters Score -2.456753e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 179897 members 
Entering Unmasked Estep 
Score: -24567510.000000 Penalty: 6007.291992
	Iteration 37Q: 3 clusters Score -2.456751e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -24567548.000000 Penalty: 6007.291992
	Iteration 38Q: 3 clusters Score -2.456755e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 180102 members 
Entering Unmasked Estep 
Score: -24567500.000000 Penalty: 6007.291992
	Iteration 39Q: 3 clusters Score -2.45675e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 180182 members 
Entering Unmasked Estep 
Score: -24567448.000000 Penalty: 6007.291992
	Iteration 40F: 3 clusters Score -2.456745e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 180250 members 
Entering Unmasked Estep 
Score: -24567400.000000 Penalty: 6007.291992
	Iteration 41Q: 3 clusters Score -2.45674e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -24567394.000000 Penalty: 6007.291992
	Iteration 42Q: 3 clusters Score -2.456739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -24567376.000000 Penalty: 6007.291992
	Iteration 43Q: 3 clusters Score -2.456738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 180378 members 
Entering Unmasked Estep 
Score: -24567350.000000 Penalty: 6007.291992
	Iteration 44Q: 3 clusters Score -2.456735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 180399 members 
Entering Unmasked Estep 
Score: -24567346.000000 Penalty: 6007.291992
	Iteration 45Q: 3 clusters Score -2.456735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -24567334.000000 Penalty: 6007.291992
	Iteration 46Q: 3 clusters Score -2.456733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -24567338.000000 Penalty: 6007.291992
	Iteration 47Q: 3 clusters Score -2.456734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 180443 members 
Entering Unmasked Estep 
Score: -24567320.000000 Penalty: 6007.291992
	Iteration 48Q: 3 clusters Score -2.456732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 180455 members 
Entering Unmasked Estep 
Score: -24567314.000000 Penalty: 6007.291992
	Iteration 49Q: 3 clusters Score -2.456731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -24567308.000000 Penalty: 6007.291992
	Iteration 50Q: 3 clusters Score -2.456731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -24567294.000000 Penalty: 6007.291992
	Iteration 51Q: 3 clusters Score -2.456729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 180481 members 
Entering Unmasked Estep 
Score: -24567266.000000 Penalty: 6007.291992
	Iteration 52Q: 3 clusters Score -2.456727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 180490 members 
Entering Unmasked Estep 
Score: -24567272.000000 Penalty: 6007.291992
	Iteration 53Q: 3 clusters Score -2.456727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -24567264.000000 Penalty: 6007.291992
	Iteration 54Q: 3 clusters Score -2.456726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 180500 members 
Entering Unmasked Estep 
Score: -24567268.000000 Penalty: 6007.291992
	Iteration 55Q: 3 clusters Score -2.456727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -24567244.000000 Penalty: 6007.291992
	Iteration 56Q: 3 clusters Score -2.456724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -24567242.000000 Penalty: 6007.291992
	Iteration 57Q: 3 clusters Score -2.456724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 180508 members 
Entering Unmasked Estep 
Score: -24567242.000000 Penalty: 6007.291992
	Iteration 58Q: 3 clusters Score -2.456724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 180510 members 
Entering Unmasked Estep 
Score: -24567242.000000 Penalty: 6007.291992
	Iteration 59Q: 3 clusters Score -2.456724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 180513 members 
Entering Unmasked Estep 
Score: -24567222.000000 Penalty: 6007.291992
	Iteration 60F: 3 clusters Score -2.456722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -24567230.000000 Penalty: 6007.291992
	Iteration 61Q: 3 clusters Score -2.456723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 180523 members 
Entering Unmasked Estep 
Score: -24567216.000000 Penalty: 6007.291992
	Iteration 62Q: 3 clusters Score -2.456722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -24567228.000000 Penalty: 6007.291992
	Iteration 63Q: 3 clusters Score -2.456723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 180535 members 
Entering Unmasked Estep 
Score: -24567208.000000 Penalty: 6007.291992
	Iteration 64Q: 3 clusters Score -2.456721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -24567200.000000 Penalty: 6007.291992
	Iteration 65Q: 3 clusters Score -2.45672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 180548 members 
Entering Unmasked Estep 
Score: -24567188.000000 Penalty: 6007.291992
	Iteration 66Q: 3 clusters Score -2.456719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -24567178.000000 Penalty: 6007.291992
	Iteration 67Q: 3 clusters Score -2.456718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 180560 members 
Entering Unmasked Estep 
Score: -24567184.000000 Penalty: 6007.291992
	Iteration 68Q: 3 clusters Score -2.456718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -24567178.000000 Penalty: 6007.291992
	Iteration 69Q: 3 clusters Score -2.456718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
Score: -24567186.000000 Penalty: 6007.291992
	Iteration 70Q: 3 clusters Score -2.456719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 180569 members 
Entering Unmasked Estep 
Score: -24567172.000000 Penalty: 6007.291992
	Iteration 71Q: 3 clusters Score -2.456717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 180570 members 
Entering Unmasked Estep 
Score: -24567188.000000 Penalty: 6007.291992
	Iteration 72Q: 3 clusters Score -2.456719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 180573 members 
Entering Unmasked Estep 
Score: -24567174.000000 Penalty: 6007.291992
	Iteration 73Q: 3 clusters Score -2.456717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 180574 members 
Entering Unmasked Estep 
Score: -24567188.000000 Penalty: 6007.291992
	Iteration 74Q: 3 clusters Score -2.456719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 180577 members 
Entering Unmasked Estep 
Score: -24567176.000000 Penalty: 6007.291992
	Iteration 75Q: 3 clusters Score -2.456718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 180581 members 
Entering Unmasked Estep 
Score: -24567180.000000 Penalty: 6007.291992
	Iteration 76Q: 3 clusters Score -2.456718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 180583 members 
Entering Unmasked Estep 
Score: -24567152.000000 Penalty: 6007.291992
	Iteration 77Q: 3 clusters Score -2.456715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 180588 members 
Entering Unmasked Estep 
Score: -24567154.000000 Penalty: 6007.291992
	Iteration 78Q: 3 clusters Score -2.456715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -24567156.000000 Penalty: 6007.291992
	Iteration 79Q: 3 clusters Score -2.456716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 180602 members 
Entering Unmasked Estep 
Score: -24567140.000000 Penalty: 6007.291992
	Iteration 80F: 3 clusters Score -2.456714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 180608 members 
Entering Unmasked Estep 
Score: -24567134.000000 Penalty: 6007.291992
	Iteration 81Q: 3 clusters Score -2.456713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 180614 members 
Entering Unmasked Estep 
Score: -24567140.000000 Penalty: 6007.291992
	Iteration 82Q: 3 clusters Score -2.456714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 180622 members 
Entering Unmasked Estep 
Score: -24567134.000000 Penalty: 6007.291992
	Iteration 83Q: 3 clusters Score -2.456713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 180630 members 
Entering Unmasked Estep 
Score: -24567130.000000 Penalty: 6007.291992
	Iteration 84Q: 3 clusters Score -2.456713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 180636 members 
Entering Unmasked Estep 
Score: -24567120.000000 Penalty: 6007.291992
	Iteration 85Q: 3 clusters Score -2.456712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 180640 members 
Entering Unmasked Estep 
Score: -24567122.000000 Penalty: 6007.291992
	Iteration 86Q: 3 clusters Score -2.456712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 180643 members 
Entering Unmasked Estep 
Score: -24567128.000000 Penalty: 6007.291992
	Iteration 87Q: 3 clusters Score -2.456713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 180643 members 
Entering Unmasked Estep 
Score: -24567128.000000 Penalty: 6007.291992
	Iteration 88F: 3 clusters Score -2.456713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (134420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Entering Unmasked Estep 
Score: -18139412.000000 Penalty: 2928.563721
	Iteration 0F: 2 clusters Score -1.813941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -18049714.000000 Penalty: 5857.127441
	Iteration 0F: 3 clusters Score -1.804971e+07 nChanged 63806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -18086680.000000 Penalty: 5857.127441
	Iteration 1F: 3 clusters Score -1.808668e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -18087462.000000 Penalty: 5857.127441
	Iteration 2Q: 3 clusters Score -1.808746e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -18088154.000000 Penalty: 5857.127441
	Iteration 3Q: 3 clusters Score -1.808815e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -18089014.000000 Penalty: 5857.127441
	Iteration 4Q: 3 clusters Score -1.808901e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -18089838.000000 Penalty: 5857.127441
	Iteration 5Q: 3 clusters Score -1.808984e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -18091024.000000 Penalty: 5857.127441
	Iteration 6Q: 3 clusters Score -1.809102e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -18092932.000000 Penalty: 5857.127441
	Iteration 7Q: 3 clusters Score -1.809293e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -18096234.000000 Penalty: 5857.127441
	Iteration 8Q: 3 clusters Score -1.809623e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -18101532.000000 Penalty: 5857.127441
	Iteration 9F: 3 clusters Score -1.810153e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -18109272.000000 Penalty: 5857.127441
	Iteration 10F: 3 clusters Score -1.810927e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -18118488.000000 Penalty: 5857.127441
	Iteration 11F: 3 clusters Score -1.811849e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -18126590.000000 Penalty: 5857.127441
	Iteration 12F: 3 clusters Score -1.812659e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -18131848.000000 Penalty: 5857.127441
	Iteration 13Q: 3 clusters Score -1.813185e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -18134526.000000 Penalty: 5857.127441
	Iteration 14Q: 3 clusters Score -1.813453e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 132818 members 
Entering Unmasked Estep 
Score: -18135824.000000 Penalty: 5857.127441
	Iteration 15Q: 3 clusters Score -1.813582e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 133417 members 
Entering Unmasked Estep 
Score: -18136360.000000 Penalty: 5857.127441
	Iteration 16Q: 3 clusters Score -1.813636e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -18136608.000000 Penalty: 5857.127441
	Iteration 17Q: 3 clusters Score -1.813661e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 133802 members 
Entering Unmasked Estep 
Score: -18136756.000000 Penalty: 5857.127441
	Iteration 18Q: 3 clusters Score -1.813676e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -18136858.000000 Penalty: 5857.127441
	Iteration 19Q: 3 clusters Score -1.813686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 133903 members 
Entering Unmasked Estep 
Score: -18136908.000000 Penalty: 5857.127441
	Iteration 20F: 3 clusters Score -1.813691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -18136930.000000 Penalty: 5857.127441
	Iteration 21Q: 3 clusters Score -1.813693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -18136964.000000 Penalty: 5857.127441
	Iteration 22Q: 3 clusters Score -1.813696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 133918 members 
Entering Unmasked Estep 
Score: -18136966.000000 Penalty: 5857.127441
	Iteration 23Q: 3 clusters Score -1.813697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 133918 members 
Entering Unmasked Estep 
Score: -18136978.000000 Penalty: 5857.127441
	Iteration 24Q: 3 clusters Score -1.813698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 133916 members 
Entering Unmasked Estep 
Score: -18136982.000000 Penalty: 5857.127441
	Iteration 25Q: 3 clusters Score -1.813698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 133921 members 
Entering Unmasked Estep 
Score: -18136968.000000 Penalty: 5857.127441
	Iteration 26Q: 3 clusters Score -1.813697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -18136978.000000 Penalty: 5857.127441
	Iteration 27Q: 3 clusters Score -1.813698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -18136988.000000 Penalty: 5857.127441
	Iteration 28Q: 3 clusters Score -1.813699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -18136996.000000 Penalty: 5857.127441
	Iteration 29Q: 3 clusters Score -1.8137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -18137002.000000 Penalty: 5857.127441
	Iteration 30Q: 3 clusters Score -1.8137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 133929 members 
Entering Unmasked Estep 
Score: -18136992.000000 Penalty: 5857.127441
	Iteration 31Q: 3 clusters Score -1.813699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -18136992.000000 Penalty: 5857.127441
	Iteration 32Q: 3 clusters Score -1.813699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -18136998.000000 Penalty: 5857.127441
	Iteration 33Q: 3 clusters Score -1.8137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 133929 members 
Entering Unmasked Estep 
Score: -18136996.000000 Penalty: 5857.127441
	Iteration 34Q: 3 clusters Score -1.8137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -18137000.000000 Penalty: 5857.127441
	Iteration 35Q: 3 clusters Score -1.8137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133930 members 
Entering Unmasked Estep 
Score: -18137000.000000 Penalty: 5857.127441
	Iteration 36F: 3 clusters Score -1.8137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Entering Unmasked Estep 
Score: -7747594.500000 Penalty: 2716.178223
	Iteration 0F: 2 clusters Score -7747594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7709015.500000 Penalty: 5432.356445
	Iteration 0F: 3 clusters Score -7709016 nChanged 26666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -7723906.000000 Penalty: 5432.356445
	Iteration 1F: 3 clusters Score -7723906 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -7724540.000000 Penalty: 5432.356445
	Iteration 2Q: 3 clusters Score -7724540 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -7725036.500000 Penalty: 5432.356445
	Iteration 3Q: 3 clusters Score -7725036 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7725664.500000 Penalty: 5432.356445
	Iteration 4Q: 3 clusters Score -7725664 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -7726482.000000 Penalty: 5432.356445
	Iteration 5Q: 3 clusters Score -7726482 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7727648.000000 Penalty: 5432.356445
	Iteration 6Q: 3 clusters Score -7727648 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7729359.000000 Penalty: 5432.356445
	Iteration 7F: 3 clusters Score -7729359 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -7731889.000000 Penalty: 5432.356445
	Iteration 8F: 3 clusters Score -7731889 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -7734961.000000 Penalty: 5432.356445
	Iteration 9F: 3 clusters Score -7734961 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -7738169.500000 Penalty: 5432.356445
	Iteration 10F: 3 clusters Score -7738170 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -7740964.000000 Penalty: 5432.356445
	Iteration 11F: 3 clusters Score -7740964 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7742899.500000 Penalty: 5432.356445
	Iteration 12Q: 3 clusters Score -7742900 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -7744035.000000 Penalty: 5432.356445
	Iteration 13Q: 3 clusters Score -7744035 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7744683.000000 Penalty: 5432.356445
	Iteration 14Q: 3 clusters Score -7744683 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -7745060.500000 Penalty: 5432.356445
	Iteration 15Q: 3 clusters Score -7745060 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -7745295.000000 Penalty: 5432.356445
	Iteration 16Q: 3 clusters Score -7745295 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7745412.000000 Penalty: 5432.356445
	Iteration 17Q: 3 clusters Score -7745412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7745485.500000 Penalty: 5432.356445
	Iteration 18Q: 3 clusters Score -7745486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -7745510.000000 Penalty: 5432.356445
	Iteration 19Q: 3 clusters Score -7745510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7745553.000000 Penalty: 5432.356445
	Iteration 20F: 3 clusters Score -7745553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -7745576.000000 Penalty: 5432.356445
	Iteration 21Q: 3 clusters Score -7745576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7745585.000000 Penalty: 5432.356445
	Iteration 22Q: 3 clusters Score -7745585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -7745602.500000 Penalty: 5432.356445
	Iteration 23Q: 3 clusters Score -7745602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7745624.000000 Penalty: 5432.356445
	Iteration 24Q: 3 clusters Score -7745624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7745632.500000 Penalty: 5432.356445
	Iteration 25Q: 3 clusters Score -7745632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7745641.000000 Penalty: 5432.356445
	Iteration 26Q: 3 clusters Score -7745641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7745641.500000 Penalty: 5432.356445
	Iteration 27Q: 3 clusters Score -7745642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -7745647.000000 Penalty: 5432.356445
	Iteration 28Q: 3 clusters Score -7745647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -7745639.000000 Penalty: 5432.356445
	Iteration 29Q: 3 clusters Score -7745639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -7745644.000000 Penalty: 5432.356445
	Iteration 30Q: 3 clusters Score -7745644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -7745650.000000 Penalty: 5432.356445
	Iteration 31Q: 3 clusters Score -7745650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7745654.000000 Penalty: 5432.356445
	Iteration 32Q: 3 clusters Score -7745654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -7745652.500000 Penalty: 5432.356445
	Iteration 33Q: 3 clusters Score -7745652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -7745652.500000 Penalty: 5432.356445
	Iteration 34F: 3 clusters Score -7745652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Entering Unmasked Estep 
Score: -8145142.500000 Penalty: 2739.056885
	Iteration 0F: 2 clusters Score -8145142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -8103055.000000 Penalty: 5478.113770
	Iteration 0F: 3 clusters Score -8103055 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8119291.000000 Penalty: 5478.113770
	Iteration 1F: 3 clusters Score -8119291 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8119778.000000 Penalty: 5478.113770
	Iteration 2Q: 3 clusters Score -8119778 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -8120276.500000 Penalty: 5478.113770
	Iteration 3Q: 3 clusters Score -8120276 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -8120723.000000 Penalty: 5478.113770
	Iteration 4Q: 3 clusters Score -8120723 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8121284.500000 Penalty: 5478.113770
	Iteration 5Q: 3 clusters Score -8121284 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -8121972.500000 Penalty: 5478.113770
	Iteration 6Q: 3 clusters Score -8121972 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -8122942.500000 Penalty: 5478.113770
	Iteration 7Q: 3 clusters Score -8122942 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -8124597.000000 Penalty: 5478.113770
	Iteration 8F: 3 clusters Score -8124597 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8127313.500000 Penalty: 5478.113770
	Iteration 9F: 3 clusters Score -8127314 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -8131008.500000 Penalty: 5478.113770
	Iteration 10F: 3 clusters Score -8131008 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -8135419.500000 Penalty: 5478.113770
	Iteration 11F: 3 clusters Score -8135420 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -8139275.000000 Penalty: 5478.113770
	Iteration 12F: 3 clusters Score -8139275 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -8141374.000000 Penalty: 5478.113770
	Iteration 13Q: 3 clusters Score -8141374 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8142277.500000 Penalty: 5478.113770
	Iteration 14Q: 3 clusters Score -8142278 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -8142662.000000 Penalty: 5478.113770
	Iteration 15Q: 3 clusters Score -8142662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -8142803.500000 Penalty: 5478.113770
	Iteration 16Q: 3 clusters Score -8142804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -8142877.500000 Penalty: 5478.113770
	Iteration 17Q: 3 clusters Score -8142878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8142913.000000 Penalty: 5478.113770
	Iteration 18Q: 3 clusters Score -8142913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -8142950.500000 Penalty: 5478.113770
	Iteration 19Q: 3 clusters Score -8142950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -8142961.000000 Penalty: 5478.113770
	Iteration 20F: 3 clusters Score -8142961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -8142985.000000 Penalty: 5478.113770
	Iteration 21Q: 3 clusters Score -8142985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8142995.500000 Penalty: 5478.113770
	Iteration 22Q: 3 clusters Score -8142996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -8143004.000000 Penalty: 5478.113770
	Iteration 23Q: 3 clusters Score -8143004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -8143012.500000 Penalty: 5478.113770
	Iteration 24Q: 3 clusters Score -8143012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -8143014.000000 Penalty: 5478.113770
	Iteration 25Q: 3 clusters Score -8143014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -8143014.500000 Penalty: 5478.113770
	Iteration 26Q: 3 clusters Score -8143014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -8143012.000000 Penalty: 5478.113770
	Iteration 27Q: 3 clusters Score -8143012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -8143010.000000 Penalty: 5478.113770
	Iteration 28Q: 3 clusters Score -8143010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -8143011.000000 Penalty: 5478.113770
	Iteration 29Q: 3 clusters Score -8143011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -8143009.500000 Penalty: 5478.113770
	Iteration 30Q: 3 clusters Score -8143010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -8143009.500000 Penalty: 5478.113770
	Iteration 31F: 3 clusters Score -8143010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -155676.328125 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -155676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153540.484375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -153540.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153904.687500 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -153904.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154082.343750 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -154082.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -154201.718750 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -154201.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154331.890625 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -154331.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154516.031250 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -154516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -154690.359375 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -154690.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155002.968750 Penalty: 3541.271484
	Iteration 7F: 3 clusters Score -155003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155637.156250 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -155637.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155809.406250 Penalty: 3541.271484
	Iteration 9F: 3 clusters Score -155809.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -155888.406250 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -155888.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -155924.703125 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -155924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -155959.875000 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -155959.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -156012.968750 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -156013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -156063.031250 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -156063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -156080.812500 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -156080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156086.859375 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -156086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156091.968750 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -156092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156091.968750 Penalty: 3541.271484
	Iteration 18F: 3 clusters Score -156092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181948 members 
Mstep: Class 5 contains 134420 members 
Mstep: Class 6 contains 57087 members 
Mstep: Class 7 contains 62604 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 161462 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 113198 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 15 contains 169455 members 
Mstep: Class 16 contains 86267 members 
Mstep: Class 17 contains 74231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 149352 members 
Mstep: Class 21 contains 142929 members 
Mstep: Class 22 contains 4080 members 
Entering Unmasked Estep 
Score: -180353904.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180354944.000000 to -180353904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (161462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161462 members 
Entering Unmasked Estep 
Score: -21750154.000000 Penalty: 2974.022217
	Iteration 0F: 2 clusters Score -2.175015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -21643668.000000 Penalty: 5948.044434
	Iteration 0F: 3 clusters Score -2.164367e+07 nChanged 77045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -21688594.000000 Penalty: 5948.044434
	Iteration 1F: 3 clusters Score -2.168859e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -21689428.000000 Penalty: 5948.044434
	Iteration 2Q: 3 clusters Score -2.168943e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -21690442.000000 Penalty: 5948.044434
	Iteration 3Q: 3 clusters Score -2.169044e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -21691848.000000 Penalty: 5948.044434
	Iteration 4Q: 3 clusters Score -2.169185e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -21694124.000000 Penalty: 5948.044434
	Iteration 5Q: 3 clusters Score -2.169412e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -21697544.000000 Penalty: 5948.044434
	Iteration 6Q: 3 clusters Score -2.169754e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -21703946.000000 Penalty: 5948.044434
	Iteration 7F: 3 clusters Score -2.170395e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120524 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -21713100.000000 Penalty: 5948.044434
	Iteration 8F: 3 clusters Score -2.17131e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -21723718.000000 Penalty: 5948.044434
	Iteration 9F: 3 clusters Score -2.172372e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142661 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -21732940.000000 Penalty: 5948.044434
	Iteration 10F: 3 clusters Score -2.173294e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -21738806.000000 Penalty: 5948.044434
	Iteration 11Q: 3 clusters Score -2.173881e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -21742480.000000 Penalty: 5948.044434
	Iteration 12Q: 3 clusters Score -2.174248e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157298 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21744690.000000 Penalty: 5948.044434
	Iteration 13Q: 3 clusters Score -2.174469e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21745968.000000 Penalty: 5948.044434
	Iteration 14Q: 3 clusters Score -2.174597e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159923 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21746610.000000 Penalty: 5948.044434
	Iteration 15Q: 3 clusters Score -2.174661e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21746932.000000 Penalty: 5948.044434
	Iteration 16Q: 3 clusters Score -2.174693e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160653 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21747108.000000 Penalty: 5948.044434
	Iteration 17Q: 3 clusters Score -2.174711e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160788 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21747206.000000 Penalty: 5948.044434
	Iteration 18Q: 3 clusters Score -2.174721e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21747276.000000 Penalty: 5948.044434
	Iteration 19Q: 3 clusters Score -2.174728e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21747366.000000 Penalty: 5948.044434
	Iteration 20F: 3 clusters Score -2.174737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21747400.000000 Penalty: 5948.044434
	Iteration 21Q: 3 clusters Score -2.17474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21747436.000000 Penalty: 5948.044434
	Iteration 22Q: 3 clusters Score -2.174744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161029 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21747462.000000 Penalty: 5948.044434
	Iteration 23Q: 3 clusters Score -2.174746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21747476.000000 Penalty: 5948.044434
	Iteration 24Q: 3 clusters Score -2.174748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21747502.000000 Penalty: 5948.044434
	Iteration 25Q: 3 clusters Score -2.17475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21747514.000000 Penalty: 5948.044434
	Iteration 26Q: 3 clusters Score -2.174751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21747504.000000 Penalty: 5948.044434
	Iteration 27Q: 3 clusters Score -2.17475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161063 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21747516.000000 Penalty: 5948.044434
	Iteration 28Q: 3 clusters Score -2.174752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21747506.000000 Penalty: 5948.044434
	Iteration 29Q: 3 clusters Score -2.174751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21747512.000000 Penalty: 5948.044434
	Iteration 30Q: 3 clusters Score -2.174751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21747516.000000 Penalty: 5948.044434
	Iteration 31Q: 3 clusters Score -2.174752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21747518.000000 Penalty: 5948.044434
	Iteration 32Q: 3 clusters Score -2.174752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21747524.000000 Penalty: 5948.044434
	Iteration 33Q: 3 clusters Score -2.174752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161079 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21747530.000000 Penalty: 5948.044434
	Iteration 34Q: 3 clusters Score -2.174753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21747528.000000 Penalty: 5948.044434
	Iteration 35Q: 3 clusters Score -2.174753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21747534.000000 Penalty: 5948.044434
	Iteration 36Q: 3 clusters Score -2.174753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21747534.000000 Penalty: 5948.044434
	Iteration 37F: 3 clusters Score -2.174753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -389468.656250 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -389468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -386358.531250 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -386358.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -386954.031250 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -386954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -387085.937500 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -387085.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -387152.437500 Penalty: 3930.878174
	Iteration 3Q: 3 clusters Score -387152.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -387188.687500 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -387188.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -387212.343750 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -387212.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -387236.000000 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -387236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -387255.718750 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -387255.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -387272.375000 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -387272.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387282.812500 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -387282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387294.125000 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -387294.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -387303.031250 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -387303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -387306.250000 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -387306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387311.000000 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -387311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -387313.906250 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -387313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -387317.218750 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -387317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387320.156250 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -387320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -387324.187500 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -387324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -387327.656250 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -387327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -387329.593750 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -387329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -387335.218750 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -387335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387339.343750 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -387339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -387341.906250 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -387341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -387344.281250 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -387344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -387345.687500 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -387345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -387347.593750 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -387347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -387350.187500 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -387350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -387351.343750 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -387351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387352.750000 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -387352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -387354.000000 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -387354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -387355.937500 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -387355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -387356.437500 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -387356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -387358.500000 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -387358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -387360.375000 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -387360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -387361.031250 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -387361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -387363.343750 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -387363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -387365.875000 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -387365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -387367.406250 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -387367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -387369.375000 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -387369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -387370.218750 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -387370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -387370.500000 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -387370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -387370.781250 Penalty: 3930.878174
	Iteration 41Q: 3 clusters Score -387370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -387370.781250 Penalty: 3930.878174
	Iteration 42F: 3 clusters Score -387370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -569859.437500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -569859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -565593.500000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -565593.5 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -566702.937500 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -566702.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -567022.062500 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -567022.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -567256.625000 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -567256.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -567420.437500 Penalty: 4168.618164
	Iteration 4Q: 3 clusters Score -567420.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -567549.437500 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -567549.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -567672.750000 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -567672.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -567765.562500 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -567765.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -567852.625000 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -567852.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -567931.000000 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -567931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -568003.312500 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -568003.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -568058.250000 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -568058.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -568092.937500 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -568092.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -568125.187500 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -568125.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -568154.062500 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -568154.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -568176.500000 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -568176.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -568196.750000 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -568196.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -568215.625000 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -568215.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -568235.812500 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -568235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -568252.812500 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -568252.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -568268.750000 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -568268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -568278.750000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -568278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -568285.250000 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -568285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -568291.812500 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -568291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -568296.687500 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -568296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -568300.437500 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -568300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -568306.062500 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -568306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -568311.812500 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -568311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -568316.812500 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -568316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -568321.062500 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -568321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -568323.500000 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -568323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -568325.500000 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -568325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -568326.812500 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -568326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -568326.875000 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -568326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -568326.875000 Penalty: 4168.618164
	Iteration 34F: 3 clusters Score -568326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -343646.875000 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -343646.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340586.468750 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -340586.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -341175.750000 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -341175.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -341328.937500 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -341328.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -341441.437500 Penalty: 3896.350098
	Iteration 3F: 3 clusters Score -341441.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -341527.406250 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -341527.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -341596.843750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -341596.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -341634.125000 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -341634.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -341658.125000 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -341658.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -341678.687500 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -341678.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -341691.218750 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -341691.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -341701.218750 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -341701.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -341711.468750 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -341711.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -341720.250000 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -341720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -341727.343750 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -341727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -341734.031250 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -341734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -341738.187500 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -341738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -341744.531250 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -341744.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -341754.843750 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -341754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -341763.093750 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -341763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -341770.312500 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -341770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -341778.500000 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -341778.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -341784.125000 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -341784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -341790.031250 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -341790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -341793.031250 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -341793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -341798.718750 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -341798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -341808.406250 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -341808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -341816.687500 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -341816.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -341827.062500 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -341827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -341834.875000 Penalty: 3896.350098
	Iteration 28Q: 3 clusters Score -341834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -341839.343750 Penalty: 3896.350098
	Iteration 29Q: 3 clusters Score -341839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -341844.531250 Penalty: 3896.350098
	Iteration 30Q: 3 clusters Score -341844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -341849.031250 Penalty: 3896.350098
	Iteration 31Q: 3 clusters Score -341849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -341852.718750 Penalty: 3896.350098
	Iteration 32Q: 3 clusters Score -341852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -341856.625000 Penalty: 3896.350098
	Iteration 33Q: 3 clusters Score -341856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341858.843750 Penalty: 3896.350098
	Iteration 34Q: 3 clusters Score -341858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341858.843750 Penalty: 3896.350098
	Iteration 35F: 3 clusters Score -341858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Entering Unmasked Estep 
Score: -15288676.000000 Penalty: 2885.949707
	Iteration 0F: 2 clusters Score -1.528868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -15213217.000000 Penalty: 5771.899414
	Iteration 0F: 3 clusters Score -1.521322e+07 nChanged 53452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -15243700.000000 Penalty: 5771.899414
	Iteration 1F: 3 clusters Score -1.52437e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -15244519.000000 Penalty: 5771.899414
	Iteration 2Q: 3 clusters Score -1.524452e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -15245508.000000 Penalty: 5771.899414
	Iteration 3Q: 3 clusters Score -1.524551e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -15246855.000000 Penalty: 5771.899414
	Iteration 4Q: 3 clusters Score -1.524686e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -15248509.000000 Penalty: 5771.899414
	Iteration 5Q: 3 clusters Score -1.524851e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -15251193.000000 Penalty: 5771.899414
	Iteration 6Q: 3 clusters Score -1.525119e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -15254773.000000 Penalty: 5771.899414
	Iteration 7F: 3 clusters Score -1.525477e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -15260342.000000 Penalty: 5771.899414
	Iteration 8F: 3 clusters Score -1.526034e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -15267893.000000 Penalty: 5771.899414
	Iteration 9F: 3 clusters Score -1.526789e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -15275830.000000 Penalty: 5771.899414
	Iteration 10F: 3 clusters Score -1.527583e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -15281523.000000 Penalty: 5771.899414
	Iteration 11F: 3 clusters Score -1.528152e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15284423.000000 Penalty: 5771.899414
	Iteration 12Q: 3 clusters Score -1.528442e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15285432.000000 Penalty: 5771.899414
	Iteration 13Q: 3 clusters Score -1.528543e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15285763.000000 Penalty: 5771.899414
	Iteration 14Q: 3 clusters Score -1.528576e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15285877.000000 Penalty: 5771.899414
	Iteration 15Q: 3 clusters Score -1.528588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15285948.000000 Penalty: 5771.899414
	Iteration 16Q: 3 clusters Score -1.528595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15285974.000000 Penalty: 5771.899414
	Iteration 17Q: 3 clusters Score -1.528597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112994 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15286001.000000 Penalty: 5771.899414
	Iteration 18Q: 3 clusters Score -1.5286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15286013.000000 Penalty: 5771.899414
	Iteration 19Q: 3 clusters Score -1.528601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15286029.000000 Penalty: 5771.899414
	Iteration 20F: 3 clusters Score -1.528603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15286065.000000 Penalty: 5771.899414
	Iteration 21Q: 3 clusters Score -1.528606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15286067.000000 Penalty: 5771.899414
	Iteration 22Q: 3 clusters Score -1.528607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15286086.000000 Penalty: 5771.899414
	Iteration 23Q: 3 clusters Score -1.528609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15286075.000000 Penalty: 5771.899414
	Iteration 24Q: 3 clusters Score -1.528608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15286085.000000 Penalty: 5771.899414
	Iteration 25Q: 3 clusters Score -1.528608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113017 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15286081.000000 Penalty: 5771.899414
	Iteration 26Q: 3 clusters Score -1.528608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15286093.000000 Penalty: 5771.899414
	Iteration 27Q: 3 clusters Score -1.528609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15286093.000000 Penalty: 5771.899414
	Iteration 28F: 3 clusters Score -1.528609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Entering Unmasked Estep 
Score: -22700782.000000 Penalty: 2986.004883
	Iteration 0F: 2 clusters Score -2.270078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -22589320.000000 Penalty: 5972.009766
	Iteration 0F: 3 clusters Score -2.258932e+07 nChanged 81248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -22637912.000000 Penalty: 5972.009766
	Iteration 1F: 3 clusters Score -2.263791e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -22640576.000000 Penalty: 5972.009766
	Iteration 2Q: 3 clusters Score -2.264058e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -22645628.000000 Penalty: 5972.009766
	Iteration 3F: 3 clusters Score -2.264563e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -22654170.000000 Penalty: 5972.009766
	Iteration 4F: 3 clusters Score -2.265417e+07 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -22666820.000000 Penalty: 5972.009766
	Iteration 5F: 3 clusters Score -2.266682e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -22680510.000000 Penalty: 5972.009766
	Iteration 6F: 3 clusters Score -2.268051e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -22690996.000000 Penalty: 5972.009766
	Iteration 7F: 3 clusters Score -2.2691e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -22696026.000000 Penalty: 5972.009766
	Iteration 8Q: 3 clusters Score -2.269603e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -22697612.000000 Penalty: 5972.009766
	Iteration 9Q: 3 clusters Score -2.269761e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -22698320.000000 Penalty: 5972.009766
	Iteration 10Q: 3 clusters Score -2.269832e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -22698712.000000 Penalty: 5972.009766
	Iteration 11Q: 3 clusters Score -2.269871e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -22699142.000000 Penalty: 5972.009766
	Iteration 12Q: 3 clusters Score -2.269914e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157547 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -22699294.000000 Penalty: 5972.009766
	Iteration 13Q: 3 clusters Score -2.269929e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -22699320.000000 Penalty: 5972.009766
	Iteration 14Q: 3 clusters Score -2.269932e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -22699396.000000 Penalty: 5972.009766
	Iteration 15Q: 3 clusters Score -2.26994e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159999 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -22699422.000000 Penalty: 5972.009766
	Iteration 16Q: 3 clusters Score -2.269942e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -22699446.000000 Penalty: 5972.009766
	Iteration 17Q: 3 clusters Score -2.269945e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161328 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -22699492.000000 Penalty: 5972.009766
	Iteration 18Q: 3 clusters Score -2.269949e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -22699596.000000 Penalty: 5972.009766
	Iteration 19Q: 3 clusters Score -2.26996e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -22699582.000000 Penalty: 5972.009766
	Iteration 20F: 3 clusters Score -2.269958e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162898 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -22699530.000000 Penalty: 5972.009766
	Iteration 21Q: 3 clusters Score -2.269953e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -22699554.000000 Penalty: 5972.009766
	Iteration 22Q: 3 clusters Score -2.269955e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163731 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -22699548.000000 Penalty: 5972.009766
	Iteration 23Q: 3 clusters Score -2.269955e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -22699518.000000 Penalty: 5972.009766
	Iteration 24Q: 3 clusters Score -2.269952e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -22699412.000000 Penalty: 5972.009766
	Iteration 25Q: 3 clusters Score -2.269941e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22699316.000000 Penalty: 5972.009766
	Iteration 26Q: 3 clusters Score -2.269932e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -22699330.000000 Penalty: 5972.009766
	Iteration 27Q: 3 clusters Score -2.269933e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -22699294.000000 Penalty: 5972.009766
	Iteration 28Q: 3 clusters Score -2.269929e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -22699264.000000 Penalty: 5972.009766
	Iteration 29Q: 3 clusters Score -2.269926e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -22699224.000000 Penalty: 5972.009766
	Iteration 30Q: 3 clusters Score -2.269922e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -22699216.000000 Penalty: 5972.009766
	Iteration 31Q: 3 clusters Score -2.269922e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22699192.000000 Penalty: 5972.009766
	Iteration 32Q: 3 clusters Score -2.269919e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165988 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -22699138.000000 Penalty: 5972.009766
	Iteration 33Q: 3 clusters Score -2.269914e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -22699170.000000 Penalty: 5972.009766
	Iteration 34Q: 3 clusters Score -2.269917e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -22699156.000000 Penalty: 5972.009766
	Iteration 35Q: 3 clusters Score -2.269916e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -22699126.000000 Penalty: 5972.009766
	Iteration 36Q: 3 clusters Score -2.269913e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22699144.000000 Penalty: 5972.009766
	Iteration 37Q: 3 clusters Score -2.269914e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22699164.000000 Penalty: 5972.009766
	Iteration 38Q: 3 clusters Score -2.269916e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22699128.000000 Penalty: 5972.009766
	Iteration 39Q: 3 clusters Score -2.269913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22699106.000000 Penalty: 5972.009766
	Iteration 40F: 3 clusters Score -2.269911e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166785 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22699142.000000 Penalty: 5972.009766
	Iteration 41Q: 3 clusters Score -2.269914e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22699094.000000 Penalty: 5972.009766
	Iteration 42Q: 3 clusters Score -2.269909e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22699070.000000 Penalty: 5972.009766
	Iteration 43Q: 3 clusters Score -2.269907e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22699050.000000 Penalty: 5972.009766
	Iteration 44Q: 3 clusters Score -2.269905e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167106 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22699044.000000 Penalty: 5972.009766
	Iteration 45Q: 3 clusters Score -2.269904e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -22699034.000000 Penalty: 5972.009766
	Iteration 46Q: 3 clusters Score -2.269903e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -22699014.000000 Penalty: 5972.009766
	Iteration 47Q: 3 clusters Score -2.269901e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22699006.000000 Penalty: 5972.009766
	Iteration 48Q: 3 clusters Score -2.269901e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167354 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -22698968.000000 Penalty: 5972.009766
	Iteration 49Q: 3 clusters Score -2.269897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22698982.000000 Penalty: 5972.009766
	Iteration 50Q: 3 clusters Score -2.269898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22699010.000000 Penalty: 5972.009766
	Iteration 51Q: 3 clusters Score -2.269901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22698996.000000 Penalty: 5972.009766
	Iteration 52Q: 3 clusters Score -2.2699e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -22699012.000000 Penalty: 5972.009766
	Iteration 53Q: 3 clusters Score -2.269901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -22699012.000000 Penalty: 5972.009766
	Iteration 54Q: 3 clusters Score -2.269901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -22699010.000000 Penalty: 5972.009766
	Iteration 55Q: 3 clusters Score -2.269901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22699032.000000 Penalty: 5972.009766
	Iteration 56Q: 3 clusters Score -2.269903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22699018.000000 Penalty: 5972.009766
	Iteration 57Q: 3 clusters Score -2.269902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167706 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -22698998.000000 Penalty: 5972.009766
	Iteration 58Q: 3 clusters Score -2.2699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22698976.000000 Penalty: 5972.009766
	Iteration 59Q: 3 clusters Score -2.269898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22698966.000000 Penalty: 5972.009766
	Iteration 60F: 3 clusters Score -2.269897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22698970.000000 Penalty: 5972.009766
	Iteration 61Q: 3 clusters Score -2.269897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22698960.000000 Penalty: 5972.009766
	Iteration 62Q: 3 clusters Score -2.269896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22698966.000000 Penalty: 5972.009766
	Iteration 63Q: 3 clusters Score -2.269897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22698964.000000 Penalty: 5972.009766
	Iteration 64Q: 3 clusters Score -2.269896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22698944.000000 Penalty: 5972.009766
	Iteration 65Q: 3 clusters Score -2.269894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -22698962.000000 Penalty: 5972.009766
	Iteration 66Q: 3 clusters Score -2.269896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22698958.000000 Penalty: 5972.009766
	Iteration 67Q: 3 clusters Score -2.269896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167802 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22698944.000000 Penalty: 5972.009766
	Iteration 68Q: 3 clusters Score -2.269894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22698956.000000 Penalty: 5972.009766
	Iteration 69Q: 3 clusters Score -2.269896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167834 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22698978.000000 Penalty: 5972.009766
	Iteration 70Q: 3 clusters Score -2.269898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22698986.000000 Penalty: 5972.009766
	Iteration 71Q: 3 clusters Score -2.269899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22698970.000000 Penalty: 5972.009766
	Iteration 72Q: 3 clusters Score -2.269897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22698980.000000 Penalty: 5972.009766
	Iteration 73Q: 3 clusters Score -2.269898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22698960.000000 Penalty: 5972.009766
	Iteration 74Q: 3 clusters Score -2.269896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22698934.000000 Penalty: 5972.009766
	Iteration 75Q: 3 clusters Score -2.269893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22698944.000000 Penalty: 5972.009766
	Iteration 76Q: 3 clusters Score -2.269894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -22698914.000000 Penalty: 5972.009766
	Iteration 77Q: 3 clusters Score -2.269891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22698918.000000 Penalty: 5972.009766
	Iteration 78Q: 3 clusters Score -2.269892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22698928.000000 Penalty: 5972.009766
	Iteration 79Q: 3 clusters Score -2.269893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22698928.000000 Penalty: 5972.009766
	Iteration 80F: 3 clusters Score -2.269893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22698948.000000 Penalty: 5972.009766
	Iteration 81Q: 3 clusters Score -2.269895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22698940.000000 Penalty: 5972.009766
	Iteration 82Q: 3 clusters Score -2.269894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22698926.000000 Penalty: 5972.009766
	Iteration 83Q: 3 clusters Score -2.269893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22698938.000000 Penalty: 5972.009766
	Iteration 84Q: 3 clusters Score -2.269894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22698926.000000 Penalty: 5972.009766
	Iteration 85Q: 3 clusters Score -2.269893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22698930.000000 Penalty: 5972.009766
	Iteration 86Q: 3 clusters Score -2.269893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22698942.000000 Penalty: 5972.009766
	Iteration 87Q: 3 clusters Score -2.269894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22698922.000000 Penalty: 5972.009766
	Iteration 88Q: 3 clusters Score -2.269892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22698926.000000 Penalty: 5972.009766
	Iteration 89Q: 3 clusters Score -2.269893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22698892.000000 Penalty: 5972.009766
	Iteration 90Q: 3 clusters Score -2.269889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22698890.000000 Penalty: 5972.009766
	Iteration 91Q: 3 clusters Score -2.269889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22698882.000000 Penalty: 5972.009766
	Iteration 92Q: 3 clusters Score -2.269888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22698878.000000 Penalty: 5972.009766
	Iteration 93Q: 3 clusters Score -2.269888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22698886.000000 Penalty: 5972.009766
	Iteration 94Q: 3 clusters Score -2.269889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168087 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22698884.000000 Penalty: 5972.009766
	Iteration 95Q: 3 clusters Score -2.269888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168087 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22698884.000000 Penalty: 5972.009766
	Iteration 96F: 3 clusters Score -2.269888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Entering Unmasked Estep 
Score: -11709195.000000 Penalty: 2818.570068
	Iteration 0F: 2 clusters Score -1.17092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -11651406.000000 Penalty: 5637.140137
	Iteration 0F: 3 clusters Score -1.165141e+07 nChanged 40617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -11674404.000000 Penalty: 5637.140137
	Iteration 1F: 3 clusters Score -1.16744e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -11675092.000000 Penalty: 5637.140137
	Iteration 2Q: 3 clusters Score -1.167509e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -11675804.000000 Penalty: 5637.140137
	Iteration 3Q: 3 clusters Score -1.16758e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -11676541.000000 Penalty: 5637.140137
	Iteration 4Q: 3 clusters Score -1.167654e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -11677278.000000 Penalty: 5637.140137
	Iteration 5Q: 3 clusters Score -1.167728e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -11678076.000000 Penalty: 5637.140137
	Iteration 6Q: 3 clusters Score -1.167808e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -11679110.000000 Penalty: 5637.140137
	Iteration 7Q: 3 clusters Score -1.167911e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -11680306.000000 Penalty: 5637.140137
	Iteration 8Q: 3 clusters Score -1.168031e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -11681736.000000 Penalty: 5637.140137
	Iteration 9Q: 3 clusters Score -1.168174e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -11683566.000000 Penalty: 5637.140137
	Iteration 10Q: 3 clusters Score -1.168357e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -11685953.000000 Penalty: 5637.140137
	Iteration 11Q: 3 clusters Score -1.168595e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -11688936.000000 Penalty: 5637.140137
	Iteration 12F: 3 clusters Score -1.168894e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -11691884.000000 Penalty: 5637.140137
	Iteration 13F: 3 clusters Score -1.169188e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -11694121.000000 Penalty: 5637.140137
	Iteration 14Q: 3 clusters Score -1.169412e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -11695412.000000 Penalty: 5637.140137
	Iteration 15Q: 3 clusters Score -1.169541e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -11695965.000000 Penalty: 5637.140137
	Iteration 16Q: 3 clusters Score -1.169596e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -11696137.000000 Penalty: 5637.140137
	Iteration 17Q: 3 clusters Score -1.169614e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -11696300.000000 Penalty: 5637.140137
	Iteration 18Q: 3 clusters Score -1.16963e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -11696421.000000 Penalty: 5637.140137
	Iteration 19Q: 3 clusters Score -1.169642e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -11696533.000000 Penalty: 5637.140137
	Iteration 20F: 3 clusters Score -1.169653e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11696645.000000 Penalty: 5637.140137
	Iteration 21Q: 3 clusters Score -1.169664e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -11696701.000000 Penalty: 5637.140137
	Iteration 22Q: 3 clusters Score -1.16967e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -11696767.000000 Penalty: 5637.140137
	Iteration 23Q: 3 clusters Score -1.169677e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -11696885.000000 Penalty: 5637.140137
	Iteration 24Q: 3 clusters Score -1.169688e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -11696972.000000 Penalty: 5637.140137
	Iteration 25Q: 3 clusters Score -1.169697e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -11697012.000000 Penalty: 5637.140137
	Iteration 26Q: 3 clusters Score -1.169701e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -11697103.000000 Penalty: 5637.140137
	Iteration 27Q: 3 clusters Score -1.16971e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -11697147.000000 Penalty: 5637.140137
	Iteration 28Q: 3 clusters Score -1.169715e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -11697248.000000 Penalty: 5637.140137
	Iteration 29Q: 3 clusters Score -1.169725e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -11697345.000000 Penalty: 5637.140137
	Iteration 30Q: 3 clusters Score -1.169734e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -11697403.000000 Penalty: 5637.140137
	Iteration 31Q: 3 clusters Score -1.16974e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -11697519.000000 Penalty: 5637.140137
	Iteration 32Q: 3 clusters Score -1.169752e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -11697567.000000 Penalty: 5637.140137
	Iteration 33Q: 3 clusters Score -1.169757e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -11697611.000000 Penalty: 5637.140137
	Iteration 34Q: 3 clusters Score -1.169761e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -11697702.000000 Penalty: 5637.140137
	Iteration 35Q: 3 clusters Score -1.16977e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -11697759.000000 Penalty: 5637.140137
	Iteration 36Q: 3 clusters Score -1.169776e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -11697839.000000 Penalty: 5637.140137
	Iteration 37Q: 3 clusters Score -1.169784e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -11697945.000000 Penalty: 5637.140137
	Iteration 38Q: 3 clusters Score -1.169794e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -11698010.000000 Penalty: 5637.140137
	Iteration 39Q: 3 clusters Score -1.169801e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -11698067.000000 Penalty: 5637.140137
	Iteration 40F: 3 clusters Score -1.169807e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -11698178.000000 Penalty: 5637.140137
	Iteration 41Q: 3 clusters Score -1.169818e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -11698294.000000 Penalty: 5637.140137
	Iteration 42Q: 3 clusters Score -1.169829e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -11698298.000000 Penalty: 5637.140137
	Iteration 43Q: 3 clusters Score -1.16983e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -11698378.000000 Penalty: 5637.140137
	Iteration 44Q: 3 clusters Score -1.169838e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -11698530.000000 Penalty: 5637.140137
	Iteration 45Q: 3 clusters Score -1.169853e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -11698693.000000 Penalty: 5637.140137
	Iteration 46Q: 3 clusters Score -1.169869e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -11698853.000000 Penalty: 5637.140137
	Iteration 47Q: 3 clusters Score -1.169885e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -11699056.000000 Penalty: 5637.140137
	Iteration 48Q: 3 clusters Score -1.169906e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -11699184.000000 Penalty: 5637.140137
	Iteration 49Q: 3 clusters Score -1.169918e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -11699444.000000 Penalty: 5637.140137
	Iteration 50Q: 3 clusters Score -1.169944e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -11699669.000000 Penalty: 5637.140137
	Iteration 51Q: 3 clusters Score -1.169967e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -11699895.000000 Penalty: 5637.140137
	Iteration 52Q: 3 clusters Score -1.16999e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -11700128.000000 Penalty: 5637.140137
	Iteration 53Q: 3 clusters Score -1.170013e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -11700347.000000 Penalty: 5637.140137
	Iteration 54Q: 3 clusters Score -1.170035e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -11700588.000000 Penalty: 5637.140137
	Iteration 55Q: 3 clusters Score -1.170059e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -11700866.000000 Penalty: 5637.140137
	Iteration 56Q: 3 clusters Score -1.170087e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -11701167.000000 Penalty: 5637.140137
	Iteration 57Q: 3 clusters Score -1.170117e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -11701470.000000 Penalty: 5637.140137
	Iteration 58Q: 3 clusters Score -1.170147e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -11701806.000000 Penalty: 5637.140137
	Iteration 59Q: 3 clusters Score -1.170181e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -11702170.000000 Penalty: 5637.140137
	Iteration 60F: 3 clusters Score -1.170217e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -11702541.000000 Penalty: 5637.140137
	Iteration 61Q: 3 clusters Score -1.170254e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -11702951.000000 Penalty: 5637.140137
	Iteration 62Q: 3 clusters Score -1.170295e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -11703368.000000 Penalty: 5637.140137
	Iteration 63Q: 3 clusters Score -1.170337e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -11703799.000000 Penalty: 5637.140137
	Iteration 64Q: 3 clusters Score -1.17038e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -11704188.000000 Penalty: 5637.140137
	Iteration 65Q: 3 clusters Score -1.170419e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -11704618.000000 Penalty: 5637.140137
	Iteration 66Q: 3 clusters Score -1.170462e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -11704947.000000 Penalty: 5637.140137
	Iteration 67Q: 3 clusters Score -1.170495e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -11705231.000000 Penalty: 5637.140137
	Iteration 68Q: 3 clusters Score -1.170523e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -11705456.000000 Penalty: 5637.140137
	Iteration 69Q: 3 clusters Score -1.170546e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11705674.000000 Penalty: 5637.140137
	Iteration 70Q: 3 clusters Score -1.170567e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11705865.000000 Penalty: 5637.140137
	Iteration 71Q: 3 clusters Score -1.170586e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -11706031.000000 Penalty: 5637.140137
	Iteration 72Q: 3 clusters Score -1.170603e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11706185.000000 Penalty: 5637.140137
	Iteration 73Q: 3 clusters Score -1.170618e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11706263.000000 Penalty: 5637.140137
	Iteration 74Q: 3 clusters Score -1.170626e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11706391.000000 Penalty: 5637.140137
	Iteration 75Q: 3 clusters Score -1.170639e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11706459.000000 Penalty: 5637.140137
	Iteration 76Q: 3 clusters Score -1.170646e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11706520.000000 Penalty: 5637.140137
	Iteration 77Q: 3 clusters Score -1.170652e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11706559.000000 Penalty: 5637.140137
	Iteration 78Q: 3 clusters Score -1.170656e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11706624.000000 Penalty: 5637.140137
	Iteration 79Q: 3 clusters Score -1.170662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11706641.000000 Penalty: 5637.140137
	Iteration 80F: 3 clusters Score -1.170664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11706658.000000 Penalty: 5637.140137
	Iteration 81Q: 3 clusters Score -1.170666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11706691.000000 Penalty: 5637.140137
	Iteration 82Q: 3 clusters Score -1.170669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11706687.000000 Penalty: 5637.140137
	Iteration 83Q: 3 clusters Score -1.170669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11706689.000000 Penalty: 5637.140137
	Iteration 84Q: 3 clusters Score -1.170669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11706703.000000 Penalty: 5637.140137
	Iteration 85Q: 3 clusters Score -1.17067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11706712.000000 Penalty: 5637.140137
	Iteration 86Q: 3 clusters Score -1.170671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11706714.000000 Penalty: 5637.140137
	Iteration 87Q: 3 clusters Score -1.170671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11706719.000000 Penalty: 5637.140137
	Iteration 88Q: 3 clusters Score -1.170672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11706715.000000 Penalty: 5637.140137
	Iteration 89Q: 3 clusters Score -1.170672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11706723.000000 Penalty: 5637.140137
	Iteration 90Q: 3 clusters Score -1.170672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11706727.000000 Penalty: 5637.140137
	Iteration 91Q: 3 clusters Score -1.170673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11706740.000000 Penalty: 5637.140137
	Iteration 92Q: 3 clusters Score -1.170674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11706737.000000 Penalty: 5637.140137
	Iteration 93Q: 3 clusters Score -1.170674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11706743.000000 Penalty: 5637.140137
	Iteration 94Q: 3 clusters Score -1.170674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11706754.000000 Penalty: 5637.140137
	Iteration 95Q: 3 clusters Score -1.170675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11706748.000000 Penalty: 5637.140137
	Iteration 96Q: 3 clusters Score -1.170675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11706753.000000 Penalty: 5637.140137
	Iteration 97Q: 3 clusters Score -1.170675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11706763.000000 Penalty: 5637.140137
	Iteration 98Q: 3 clusters Score -1.170676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11706765.000000 Penalty: 5637.140137
	Iteration 99Q: 3 clusters Score -1.170676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11706762.000000 Penalty: 5637.140137
	Iteration 100F: 3 clusters Score -1.170676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11706765.000000 Penalty: 5637.140137
	Iteration 101Q: 3 clusters Score -1.170676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11706768.000000 Penalty: 5637.140137
	Iteration 102Q: 3 clusters Score -1.170677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11706773.000000 Penalty: 5637.140137
	Iteration 103Q: 3 clusters Score -1.170677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11706764.000000 Penalty: 5637.140137
	Iteration 104Q: 3 clusters Score -1.170676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11706765.000000 Penalty: 5637.140137
	Iteration 105Q: 3 clusters Score -1.170676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11706774.000000 Penalty: 5637.140137
	Iteration 106Q: 3 clusters Score -1.170677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11706778.000000 Penalty: 5637.140137
	Iteration 107Q: 3 clusters Score -1.170678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11706775.000000 Penalty: 5637.140137
	Iteration 108Q: 3 clusters Score -1.170678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11706774.000000 Penalty: 5637.140137
	Iteration 109Q: 3 clusters Score -1.170677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11706774.000000 Penalty: 5637.140137
	Iteration 110F: 3 clusters Score -1.170677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Entering Unmasked Estep 
Score: -10096873.000000 Penalty: 2781.304443
	Iteration 0F: 2 clusters Score -1.009687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -10047208.000000 Penalty: 5562.608887
	Iteration 0F: 3 clusters Score -1.004721e+07 nChanged 34784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -10066805.000000 Penalty: 5562.608887
	Iteration 1F: 3 clusters Score -1.00668e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -10067445.000000 Penalty: 5562.608887
	Iteration 2Q: 3 clusters Score -1.006744e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -10068029.000000 Penalty: 5562.608887
	Iteration 3Q: 3 clusters Score -1.006803e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -10068777.000000 Penalty: 5562.608887
	Iteration 4Q: 3 clusters Score -1.006878e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -10069454.000000 Penalty: 5562.608887
	Iteration 5Q: 3 clusters Score -1.006945e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -10070557.000000 Penalty: 5562.608887
	Iteration 6Q: 3 clusters Score -1.007056e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -10072110.000000 Penalty: 5562.608887
	Iteration 7Q: 3 clusters Score -1.007211e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10074707.000000 Penalty: 5562.608887
	Iteration 8F: 3 clusters Score -1.007471e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -10078281.000000 Penalty: 5562.608887
	Iteration 9F: 3 clusters Score -1.007828e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -10082377.000000 Penalty: 5562.608887
	Iteration 10F: 3 clusters Score -1.008238e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -10085779.000000 Penalty: 5562.608887
	Iteration 11F: 3 clusters Score -1.008578e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -10088236.000000 Penalty: 5562.608887
	Iteration 12Q: 3 clusters Score -1.008824e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -10089751.000000 Penalty: 5562.608887
	Iteration 13Q: 3 clusters Score -1.008975e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -10091010.000000 Penalty: 5562.608887
	Iteration 14Q: 3 clusters Score -1.009101e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -10091955.000000 Penalty: 5562.608887
	Iteration 15Q: 3 clusters Score -1.009196e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -10092603.000000 Penalty: 5562.608887
	Iteration 16Q: 3 clusters Score -1.00926e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -10093122.000000 Penalty: 5562.608887
	Iteration 17Q: 3 clusters Score -1.009312e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -10093505.000000 Penalty: 5562.608887
	Iteration 18Q: 3 clusters Score -1.00935e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -10093791.000000 Penalty: 5562.608887
	Iteration 19Q: 3 clusters Score -1.009379e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -10094014.000000 Penalty: 5562.608887
	Iteration 20F: 3 clusters Score -1.009401e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -10094157.000000 Penalty: 5562.608887
	Iteration 21Q: 3 clusters Score -1.009416e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -10094264.000000 Penalty: 5562.608887
	Iteration 22Q: 3 clusters Score -1.009426e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -10094327.000000 Penalty: 5562.608887
	Iteration 23Q: 3 clusters Score -1.009433e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -10094421.000000 Penalty: 5562.608887
	Iteration 24Q: 3 clusters Score -1.009442e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -10094456.000000 Penalty: 5562.608887
	Iteration 25Q: 3 clusters Score -1.009446e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -10094518.000000 Penalty: 5562.608887
	Iteration 26Q: 3 clusters Score -1.009452e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -10094540.000000 Penalty: 5562.608887
	Iteration 27Q: 3 clusters Score -1.009454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -10094575.000000 Penalty: 5562.608887
	Iteration 28Q: 3 clusters Score -1.009458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -10094574.000000 Penalty: 5562.608887
	Iteration 29Q: 3 clusters Score -1.009457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -10094581.000000 Penalty: 5562.608887
	Iteration 30Q: 3 clusters Score -1.009458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -10094589.000000 Penalty: 5562.608887
	Iteration 31Q: 3 clusters Score -1.009459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -10094599.000000 Penalty: 5562.608887
	Iteration 32Q: 3 clusters Score -1.00946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -10094600.000000 Penalty: 5562.608887
	Iteration 33Q: 3 clusters Score -1.00946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10094600.000000 Penalty: 5562.608887
	Iteration 34Q: 3 clusters Score -1.00946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -10094608.000000 Penalty: 5562.608887
	Iteration 35Q: 3 clusters Score -1.009461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -10094613.000000 Penalty: 5562.608887
	Iteration 36Q: 3 clusters Score -1.009461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -10094625.000000 Penalty: 5562.608887
	Iteration 37Q: 3 clusters Score -1.009462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -10094620.000000 Penalty: 5562.608887
	Iteration 38Q: 3 clusters Score -1.009462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -10094624.000000 Penalty: 5562.608887
	Iteration 39Q: 3 clusters Score -1.009462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -10094620.000000 Penalty: 5562.608887
	Iteration 40F: 3 clusters Score -1.009462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -10094627.000000 Penalty: 5562.608887
	Iteration 41Q: 3 clusters Score -1.009463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -10094625.000000 Penalty: 5562.608887
	Iteration 42Q: 3 clusters Score -1.009462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -10094635.000000 Penalty: 5562.608887
	Iteration 43Q: 3 clusters Score -1.009464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -10094636.000000 Penalty: 5562.608887
	Iteration 44Q: 3 clusters Score -1.009464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -10094639.000000 Penalty: 5562.608887
	Iteration 45Q: 3 clusters Score -1.009464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -10094646.000000 Penalty: 5562.608887
	Iteration 46Q: 3 clusters Score -1.009465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -10094640.000000 Penalty: 5562.608887
	Iteration 47Q: 3 clusters Score -1.009464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -10094642.000000 Penalty: 5562.608887
	Iteration 48Q: 3 clusters Score -1.009464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -10094639.000000 Penalty: 5562.608887
	Iteration 49Q: 3 clusters Score -1.009464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -10094640.000000 Penalty: 5562.608887
	Iteration 50Q: 3 clusters Score -1.009464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -10094644.000000 Penalty: 5562.608887
	Iteration 51Q: 3 clusters Score -1.009464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -10094647.000000 Penalty: 5562.608887
	Iteration 52Q: 3 clusters Score -1.009465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -10094644.000000 Penalty: 5562.608887
	Iteration 53Q: 3 clusters Score -1.009464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -10094648.000000 Penalty: 5562.608887
	Iteration 54Q: 3 clusters Score -1.009465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -10094648.000000 Penalty: 5562.608887
	Iteration 55F: 3 clusters Score -1.009465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37367.457031 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37367.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37561.117188 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37561.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37666.613281 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37666.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37776.378906 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37776.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37815.839844 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37815.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37833.253906 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37833.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37841.910156 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37841.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37847.835938 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -37847.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37854.675781 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -37854.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37859.585938 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -37859.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37859.585938 Penalty: 2911.171387
	Iteration 10F: 3 clusters Score -37859.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Entering Unmasked Estep 
Score: -2594197.000000 Penalty: 2461.764893
	Iteration 0F: 2 clusters Score -2594197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2579703.250000 Penalty: 4923.529785
	Iteration 0F: 3 clusters Score -2579703 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2584527.500000 Penalty: 4923.529785
	Iteration 1F: 3 clusters Score -2584528 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2584895.750000 Penalty: 4923.529785
	Iteration 2F: 3 clusters Score -2584896 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2585170.750000 Penalty: 4923.529785
	Iteration 3Q: 3 clusters Score -2585171 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2585406.750000 Penalty: 4923.529785
	Iteration 4Q: 3 clusters Score -2585407 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2585671.250000 Penalty: 4923.529785
	Iteration 5Q: 3 clusters Score -2585671 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2586003.250000 Penalty: 4923.529785
	Iteration 6Q: 3 clusters Score -2586003 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2586392.250000 Penalty: 4923.529785
	Iteration 7Q: 3 clusters Score -2586392 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2586789.000000 Penalty: 4923.529785
	Iteration 8Q: 3 clusters Score -2586789 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2587232.000000 Penalty: 4923.529785
	Iteration 9Q: 3 clusters Score -2587232 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2587710.750000 Penalty: 4923.529785
	Iteration 10Q: 3 clusters Score -2587711 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2588233.000000 Penalty: 4923.529785
	Iteration 11Q: 3 clusters Score -2588233 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2588864.000000 Penalty: 4923.529785
	Iteration 12Q: 3 clusters Score -2588864 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2589556.500000 Penalty: 4923.529785
	Iteration 13Q: 3 clusters Score -2589556 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2590247.000000 Penalty: 4923.529785
	Iteration 14Q: 3 clusters Score -2590247 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2590813.750000 Penalty: 4923.529785
	Iteration 15Q: 3 clusters Score -2590814 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2591201.750000 Penalty: 4923.529785
	Iteration 16Q: 3 clusters Score -2591202 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2591489.750000 Penalty: 4923.529785
	Iteration 17Q: 3 clusters Score -2591490 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2591673.250000 Penalty: 4923.529785
	Iteration 18Q: 3 clusters Score -2591673 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2591784.500000 Penalty: 4923.529785
	Iteration 19Q: 3 clusters Score -2591784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2591865.000000 Penalty: 4923.529785
	Iteration 20F: 3 clusters Score -2591865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2591940.750000 Penalty: 4923.529785
	Iteration 21Q: 3 clusters Score -2591941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2591988.500000 Penalty: 4923.529785
	Iteration 22Q: 3 clusters Score -2591988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2592035.500000 Penalty: 4923.529785
	Iteration 23Q: 3 clusters Score -2592036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2592072.250000 Penalty: 4923.529785
	Iteration 24Q: 3 clusters Score -2592072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2592101.000000 Penalty: 4923.529785
	Iteration 25Q: 3 clusters Score -2592101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2592116.750000 Penalty: 4923.529785
	Iteration 26Q: 3 clusters Score -2592117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2592122.500000 Penalty: 4923.529785
	Iteration 27Q: 3 clusters Score -2592122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2592123.750000 Penalty: 4923.529785
	Iteration 28Q: 3 clusters Score -2592124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2592125.000000 Penalty: 4923.529785
	Iteration 29Q: 3 clusters Score -2592125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2592131.250000 Penalty: 4923.529785
	Iteration 30Q: 3 clusters Score -2592131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2592141.250000 Penalty: 4923.529785
	Iteration 31Q: 3 clusters Score -2592141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2592143.500000 Penalty: 4923.529785
	Iteration 32Q: 3 clusters Score -2592144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2592147.000000 Penalty: 4923.529785
	Iteration 33Q: 3 clusters Score -2592147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2592148.000000 Penalty: 4923.529785
	Iteration 34Q: 3 clusters Score -2592148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2592151.500000 Penalty: 4923.529785
	Iteration 35Q: 3 clusters Score -2592152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2592153.250000 Penalty: 4923.529785
	Iteration 36Q: 3 clusters Score -2592153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2592153.750000 Penalty: 4923.529785
	Iteration 37Q: 3 clusters Score -2592154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2592155.500000 Penalty: 4923.529785
	Iteration 38Q: 3 clusters Score -2592156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2592155.500000 Penalty: 4923.529785
	Iteration 39F: 3 clusters Score -2592156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149352 members 
Entering Unmasked Estep 
Score: -20003612.000000 Penalty: 2954.687256
	Iteration 0F: 2 clusters Score -2.000361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -19904902.000000 Penalty: 5909.374512
	Iteration 0F: 3 clusters Score -1.99049e+07 nChanged 71566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -19946282.000000 Penalty: 5909.374512
	Iteration 1F: 3 clusters Score -1.994628e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -19947638.000000 Penalty: 5909.374512
	Iteration 2Q: 3 clusters Score -1.994764e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -19949820.000000 Penalty: 5909.374512
	Iteration 3Q: 3 clusters Score -1.994982e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -19952596.000000 Penalty: 5909.374512
	Iteration 4Q: 3 clusters Score -1.99526e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -19957090.000000 Penalty: 5909.374512
	Iteration 5F: 3 clusters Score -1.995709e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -19963808.000000 Penalty: 5909.374512
	Iteration 6F: 3 clusters Score -1.996381e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 103203 members 
Entering Unmasked Estep 
Score: -19973112.000000 Penalty: 5909.374512
	Iteration 7F: 3 clusters Score -1.997311e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -19983352.000000 Penalty: 5909.374512
	Iteration 8F: 3 clusters Score -1.998335e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -19990930.000000 Penalty: 5909.374512
	Iteration 9F: 3 clusters Score -1.999093e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 119569 members 
Entering Unmasked Estep 
Score: -19993810.000000 Penalty: 5909.374512
	Iteration 10Q: 3 clusters Score -1.999381e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 121732 members 
Entering Unmasked Estep 
Score: -19994970.000000 Penalty: 5909.374512
	Iteration 11Q: 3 clusters Score -1.999497e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
Score: -19995782.000000 Penalty: 5909.374512
	Iteration 12Q: 3 clusters Score -1.999578e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -19996340.000000 Penalty: 5909.374512
	Iteration 13Q: 3 clusters Score -1.999634e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -19996988.000000 Penalty: 5909.374512
	Iteration 14Q: 3 clusters Score -1.999699e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 128589 members 
Entering Unmasked Estep 
Score: -19997568.000000 Penalty: 5909.374512
	Iteration 15Q: 3 clusters Score -1.999757e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 130039 members 
Entering Unmasked Estep 
Score: -19997964.000000 Penalty: 5909.374512
	Iteration 16Q: 3 clusters Score -1.999796e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 131428 members 
Entering Unmasked Estep 
Score: -19998466.000000 Penalty: 5909.374512
	Iteration 17Q: 3 clusters Score -1.999847e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -19998922.000000 Penalty: 5909.374512
	Iteration 18Q: 3 clusters Score -1.999892e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 133965 members 
Entering Unmasked Estep 
Score: -19999396.000000 Penalty: 5909.374512
	Iteration 19Q: 3 clusters Score -1.99994e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 135118 members 
Entering Unmasked Estep 
Score: -19999742.000000 Penalty: 5909.374512
	Iteration 20F: 3 clusters Score -1.999974e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -20000112.000000 Penalty: 5909.374512
	Iteration 21Q: 3 clusters Score -2.000011e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 137047 members 
Entering Unmasked Estep 
Score: -20000388.000000 Penalty: 5909.374512
	Iteration 22Q: 3 clusters Score -2.000039e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -20000682.000000 Penalty: 5909.374512
	Iteration 23Q: 3 clusters Score -2.000068e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 138635 members 
Entering Unmasked Estep 
Score: -20000884.000000 Penalty: 5909.374512
	Iteration 24Q: 3 clusters Score -2.000088e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 139345 members 
Entering Unmasked Estep 
Score: -20001044.000000 Penalty: 5909.374512
	Iteration 25Q: 3 clusters Score -2.000104e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -20001176.000000 Penalty: 5909.374512
	Iteration 26Q: 3 clusters Score -2.000118e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -20001274.000000 Penalty: 5909.374512
	Iteration 27Q: 3 clusters Score -2.000127e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 141049 members 
Entering Unmasked Estep 
Score: -20001418.000000 Penalty: 5909.374512
	Iteration 28Q: 3 clusters Score -2.000142e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -20001480.000000 Penalty: 5909.374512
	Iteration 29Q: 3 clusters Score -2.000148e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -20001556.000000 Penalty: 5909.374512
	Iteration 30Q: 3 clusters Score -2.000156e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 142182 members 
Entering Unmasked Estep 
Score: -20001548.000000 Penalty: 5909.374512
	Iteration 31Q: 3 clusters Score -2.000155e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -20001630.000000 Penalty: 5909.374512
	Iteration 32Q: 3 clusters Score -2.000163e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 142698 members 
Entering Unmasked Estep 
Score: -20001680.000000 Penalty: 5909.374512
	Iteration 33Q: 3 clusters Score -2.000168e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -20001736.000000 Penalty: 5909.374512
	Iteration 34Q: 3 clusters Score -2.000174e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -20001800.000000 Penalty: 5909.374512
	Iteration 35Q: 3 clusters Score -2.00018e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 143247 members 
Entering Unmasked Estep 
Score: -20001788.000000 Penalty: 5909.374512
	Iteration 36Q: 3 clusters Score -2.000179e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 143388 members 
Entering Unmasked Estep 
Score: -20001810.000000 Penalty: 5909.374512
	Iteration 37Q: 3 clusters Score -2.000181e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 143518 members 
Entering Unmasked Estep 
Score: -20001818.000000 Penalty: 5909.374512
	Iteration 38Q: 3 clusters Score -2.000182e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 143644 members 
Entering Unmasked Estep 
Score: -20001808.000000 Penalty: 5909.374512
	Iteration 39Q: 3 clusters Score -2.000181e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 143765 members 
Entering Unmasked Estep 
Score: -20001850.000000 Penalty: 5909.374512
	Iteration 40F: 3 clusters Score -2.000185e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 143864 members 
Entering Unmasked Estep 
Score: -20001838.000000 Penalty: 5909.374512
	Iteration 41Q: 3 clusters Score -2.000184e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -20001872.000000 Penalty: 5909.374512
	Iteration 42Q: 3 clusters Score -2.000187e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -20001862.000000 Penalty: 5909.374512
	Iteration 43Q: 3 clusters Score -2.000186e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -20001882.000000 Penalty: 5909.374512
	Iteration 44Q: 3 clusters Score -2.000188e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 144227 members 
Entering Unmasked Estep 
Score: -20001890.000000 Penalty: 5909.374512
	Iteration 45Q: 3 clusters Score -2.000189e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 144316 members 
Entering Unmasked Estep 
Score: -20001918.000000 Penalty: 5909.374512
	Iteration 46Q: 3 clusters Score -2.000192e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -20001958.000000 Penalty: 5909.374512
	Iteration 47Q: 3 clusters Score -2.000196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -20001956.000000 Penalty: 5909.374512
	Iteration 48Q: 3 clusters Score -2.000196e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -20001916.000000 Penalty: 5909.374512
	Iteration 49Q: 3 clusters Score -2.000192e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -20001940.000000 Penalty: 5909.374512
	Iteration 50Q: 3 clusters Score -2.000194e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -20001936.000000 Penalty: 5909.374512
	Iteration 51Q: 3 clusters Score -2.000194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -20001934.000000 Penalty: 5909.374512
	Iteration 52Q: 3 clusters Score -2.000193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -20001932.000000 Penalty: 5909.374512
	Iteration 53Q: 3 clusters Score -2.000193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -20001946.000000 Penalty: 5909.374512
	Iteration 54Q: 3 clusters Score -2.000195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 144822 members 
Entering Unmasked Estep 
Score: -20001968.000000 Penalty: 5909.374512
	Iteration 55Q: 3 clusters Score -2.000197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -20001950.000000 Penalty: 5909.374512
	Iteration 56Q: 3 clusters Score -2.000195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -20001968.000000 Penalty: 5909.374512
	Iteration 57Q: 3 clusters Score -2.000197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 144940 members 
Entering Unmasked Estep 
Score: -20001970.000000 Penalty: 5909.374512
	Iteration 58Q: 3 clusters Score -2.000197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -20001980.000000 Penalty: 5909.374512
	Iteration 59Q: 3 clusters Score -2.000198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -20001992.000000 Penalty: 5909.374512
	Iteration 60F: 3 clusters Score -2.000199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -20001994.000000 Penalty: 5909.374512
	Iteration 61Q: 3 clusters Score -2.000199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -20002004.000000 Penalty: 5909.374512
	Iteration 62Q: 3 clusters Score -2.0002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -20002008.000000 Penalty: 5909.374512
	Iteration 63Q: 3 clusters Score -2.000201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 145091 members 
Entering Unmasked Estep 
Score: -20002006.000000 Penalty: 5909.374512
	Iteration 64Q: 3 clusters Score -2.000201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 145104 members 
Entering Unmasked Estep 
Score: -20002004.000000 Penalty: 5909.374512
	Iteration 65Q: 3 clusters Score -2.0002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 145124 members 
Entering Unmasked Estep 
Score: -20002014.000000 Penalty: 5909.374512
	Iteration 66Q: 3 clusters Score -2.000201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 145156 members 
Entering Unmasked Estep 
Score: -20002028.000000 Penalty: 5909.374512
	Iteration 67Q: 3 clusters Score -2.000203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 145189 members 
Entering Unmasked Estep 
Score: -20002024.000000 Penalty: 5909.374512
	Iteration 68Q: 3 clusters Score -2.000202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -20002038.000000 Penalty: 5909.374512
	Iteration 69Q: 3 clusters Score -2.000204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -20002056.000000 Penalty: 5909.374512
	Iteration 70Q: 3 clusters Score -2.000206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 145253 members 
Entering Unmasked Estep 
Score: -20002054.000000 Penalty: 5909.374512
	Iteration 71Q: 3 clusters Score -2.000205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 145267 members 
Entering Unmasked Estep 
Score: -20002026.000000 Penalty: 5909.374512
	Iteration 72Q: 3 clusters Score -2.000203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -20002048.000000 Penalty: 5909.374512
	Iteration 73Q: 3 clusters Score -2.000205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 145299 members 
Entering Unmasked Estep 
Score: -20002034.000000 Penalty: 5909.374512
	Iteration 74Q: 3 clusters Score -2.000203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -20002052.000000 Penalty: 5909.374512
	Iteration 75Q: 3 clusters Score -2.000205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 145325 members 
Entering Unmasked Estep 
Score: -20002064.000000 Penalty: 5909.374512
	Iteration 76Q: 3 clusters Score -2.000206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -20002066.000000 Penalty: 5909.374512
	Iteration 77Q: 3 clusters Score -2.000207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 145341 members 
Entering Unmasked Estep 
Score: -20002054.000000 Penalty: 5909.374512
	Iteration 78Q: 3 clusters Score -2.000205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 145349 members 
Entering Unmasked Estep 
Score: -20002068.000000 Penalty: 5909.374512
	Iteration 79Q: 3 clusters Score -2.000207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -20002056.000000 Penalty: 5909.374512
	Iteration 80F: 3 clusters Score -2.000206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -20002060.000000 Penalty: 5909.374512
	Iteration 81Q: 3 clusters Score -2.000206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 145364 members 
Entering Unmasked Estep 
Score: -20002054.000000 Penalty: 5909.374512
	Iteration 82Q: 3 clusters Score -2.000205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 145371 members 
Entering Unmasked Estep 
Score: -20002066.000000 Penalty: 5909.374512
	Iteration 83Q: 3 clusters Score -2.000207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -20002062.000000 Penalty: 5909.374512
	Iteration 84Q: 3 clusters Score -2.000206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -20002058.000000 Penalty: 5909.374512
	Iteration 85Q: 3 clusters Score -2.000206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -20002058.000000 Penalty: 5909.374512
	Iteration 86F: 3 clusters Score -2.000206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (142929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Entering Unmasked Estep 
Score: -19214498.000000 Penalty: 2943.785400
	Iteration 0F: 2 clusters Score -1.92145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -19119618.000000 Penalty: 5887.570801
	Iteration 0F: 3 clusters Score -1.911962e+07 nChanged 68069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -19159736.000000 Penalty: 5887.570801
	Iteration 1F: 3 clusters Score -1.915974e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -19161100.000000 Penalty: 5887.570801
	Iteration 2Q: 3 clusters Score -1.91611e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -19163102.000000 Penalty: 5887.570801
	Iteration 3Q: 3 clusters Score -1.91631e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -19166122.000000 Penalty: 5887.570801
	Iteration 4Q: 3 clusters Score -1.916612e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -19171282.000000 Penalty: 5887.570801
	Iteration 5F: 3 clusters Score -1.917128e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -19179352.000000 Penalty: 5887.570801
	Iteration 6F: 3 clusters Score -1.917935e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -19189474.000000 Penalty: 5887.570801
	Iteration 7F: 3 clusters Score -1.918947e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 128565 members 
Entering Unmasked Estep 
Score: -19199248.000000 Penalty: 5887.570801
	Iteration 8F: 3 clusters Score -1.919925e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -19206038.000000 Penalty: 5887.570801
	Iteration 9Q: 3 clusters Score -1.920604e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -19209488.000000 Penalty: 5887.570801
	Iteration 10Q: 3 clusters Score -1.920949e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 140765 members 
Entering Unmasked Estep 
Score: -19210906.000000 Penalty: 5887.570801
	Iteration 11Q: 3 clusters Score -1.921091e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 141473 members 
Entering Unmasked Estep 
Score: -19211448.000000 Penalty: 5887.570801
	Iteration 12Q: 3 clusters Score -1.921145e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 141787 members 
Entering Unmasked Estep 
Score: -19211740.000000 Penalty: 5887.570801
	Iteration 13Q: 3 clusters Score -1.921174e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -19211902.000000 Penalty: 5887.570801
	Iteration 14Q: 3 clusters Score -1.92119e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -19212030.000000 Penalty: 5887.570801
	Iteration 15Q: 3 clusters Score -1.921203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 142085 members 
Entering Unmasked Estep 
Score: -19212070.000000 Penalty: 5887.570801
	Iteration 16Q: 3 clusters Score -1.921207e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -19212118.000000 Penalty: 5887.570801
	Iteration 17Q: 3 clusters Score -1.921212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -19212126.000000 Penalty: 5887.570801
	Iteration 18Q: 3 clusters Score -1.921213e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -19212216.000000 Penalty: 5887.570801
	Iteration 19Q: 3 clusters Score -1.921222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -19212222.000000 Penalty: 5887.570801
	Iteration 20F: 3 clusters Score -1.921222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -19212246.000000 Penalty: 5887.570801
	Iteration 21Q: 3 clusters Score -1.921225e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -19212284.000000 Penalty: 5887.570801
	Iteration 22Q: 3 clusters Score -1.921228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 142171 members 
Entering Unmasked Estep 
Score: -19212312.000000 Penalty: 5887.570801
	Iteration 23Q: 3 clusters Score -1.921231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -19212316.000000 Penalty: 5887.570801
	Iteration 24Q: 3 clusters Score -1.921232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -19212322.000000 Penalty: 5887.570801
	Iteration 25Q: 3 clusters Score -1.921232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -19212320.000000 Penalty: 5887.570801
	Iteration 26Q: 3 clusters Score -1.921232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 142168 members 
Entering Unmasked Estep 
Score: -19212322.000000 Penalty: 5887.570801
	Iteration 27Q: 3 clusters Score -1.921232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 142171 members 
Entering Unmasked Estep 
Score: -19212332.000000 Penalty: 5887.570801
	Iteration 28Q: 3 clusters Score -1.921233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -19212338.000000 Penalty: 5887.570801
	Iteration 29Q: 3 clusters Score -1.921234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -19212338.000000 Penalty: 5887.570801
	Iteration 30Q: 3 clusters Score -1.921234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -19212330.000000 Penalty: 5887.570801
	Iteration 31Q: 3 clusters Score -1.921233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -19212336.000000 Penalty: 5887.570801
	Iteration 32Q: 3 clusters Score -1.921234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -19212330.000000 Penalty: 5887.570801
	Iteration 33Q: 3 clusters Score -1.921233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -19212344.000000 Penalty: 5887.570801
	Iteration 34Q: 3 clusters Score -1.921234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -19212342.000000 Penalty: 5887.570801
	Iteration 35Q: 3 clusters Score -1.921234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -19212348.000000 Penalty: 5887.570801
	Iteration 36Q: 3 clusters Score -1.921235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -19212342.000000 Penalty: 5887.570801
	Iteration 37Q: 3 clusters Score -1.921234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -19212342.000000 Penalty: 5887.570801
	Iteration 38F: 3 clusters Score -1.921234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -511389.250000 Penalty: 2061.835449
	Iteration 0F: 2 clusters Score -511389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -507434.656250 Penalty: 4123.670898
	Iteration 0F: 3 clusters Score -507434.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -508305.250000 Penalty: 4123.670898
	Iteration 1F: 3 clusters Score -508305.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -508505.531250 Penalty: 4123.670898
	Iteration 2F: 3 clusters Score -508505.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -508640.062500 Penalty: 4123.670898
	Iteration 3F: 3 clusters Score -508640.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -508726.062500 Penalty: 4123.670898
	Iteration 4Q: 3 clusters Score -508726.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -508792.750000 Penalty: 4123.670898
	Iteration 5Q: 3 clusters Score -508792.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -508842.656250 Penalty: 4123.670898
	Iteration 6Q: 3 clusters Score -508842.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -508877.406250 Penalty: 4123.670898
	Iteration 7Q: 3 clusters Score -508877.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -508922.781250 Penalty: 4123.670898
	Iteration 8Q: 3 clusters Score -508922.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -508970.687500 Penalty: 4123.670898
	Iteration 9Q: 3 clusters Score -508970.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -509022.281250 Penalty: 4123.670898
	Iteration 10Q: 3 clusters Score -509022.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -509074.375000 Penalty: 4123.670898
	Iteration 11Q: 3 clusters Score -509074.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -509120.031250 Penalty: 4123.670898
	Iteration 12Q: 3 clusters Score -509120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -509168.406250 Penalty: 4123.670898
	Iteration 13Q: 3 clusters Score -509168.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -509219.593750 Penalty: 4123.670898
	Iteration 14Q: 3 clusters Score -509219.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -509260.968750 Penalty: 4123.670898
	Iteration 15Q: 3 clusters Score -509261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -509297.250000 Penalty: 4123.670898
	Iteration 16Q: 3 clusters Score -509297.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -509328.531250 Penalty: 4123.670898
	Iteration 17Q: 3 clusters Score -509328.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509355.562500 Penalty: 4123.670898
	Iteration 18Q: 3 clusters Score -509355.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -509385.906250 Penalty: 4123.670898
	Iteration 19Q: 3 clusters Score -509385.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -509424.843750 Penalty: 4123.670898
	Iteration 20F: 3 clusters Score -509424.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -509462.500000 Penalty: 4123.670898
	Iteration 21Q: 3 clusters Score -509462.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -509499.906250 Penalty: 4123.670898
	Iteration 22Q: 3 clusters Score -509499.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -509528.062500 Penalty: 4123.670898
	Iteration 23Q: 3 clusters Score -509528.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -509551.937500 Penalty: 4123.670898
	Iteration 24Q: 3 clusters Score -509551.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -509576.531250 Penalty: 4123.670898
	Iteration 25Q: 3 clusters Score -509576.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -509599.937500 Penalty: 4123.670898
	Iteration 26Q: 3 clusters Score -509599.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -509626.531250 Penalty: 4123.670898
	Iteration 27Q: 3 clusters Score -509626.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -509653.437500 Penalty: 4123.670898
	Iteration 28Q: 3 clusters Score -509653.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -509678.906250 Penalty: 4123.670898
	Iteration 29Q: 3 clusters Score -509678.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -509699.500000 Penalty: 4123.670898
	Iteration 30Q: 3 clusters Score -509699.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -509719.375000 Penalty: 4123.670898
	Iteration 31Q: 3 clusters Score -509719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -509733.062500 Penalty: 4123.670898
	Iteration 32Q: 3 clusters Score -509733.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -509749.781250 Penalty: 4123.670898
	Iteration 33Q: 3 clusters Score -509749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -509765.500000 Penalty: 4123.670898
	Iteration 34Q: 3 clusters Score -509765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -509774.718750 Penalty: 4123.670898
	Iteration 35Q: 3 clusters Score -509774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -509786.031250 Penalty: 4123.670898
	Iteration 36Q: 3 clusters Score -509786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -509797.500000 Penalty: 4123.670898
	Iteration 37Q: 3 clusters Score -509797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -509806.468750 Penalty: 4123.670898
	Iteration 38Q: 3 clusters Score -509806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -509814.656250 Penalty: 4123.670898
	Iteration 39Q: 3 clusters Score -509814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -509822.375000 Penalty: 4123.670898
	Iteration 40F: 3 clusters Score -509822.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -509832.218750 Penalty: 4123.670898
	Iteration 41Q: 3 clusters Score -509832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -509839.656250 Penalty: 4123.670898
	Iteration 42Q: 3 clusters Score -509839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -509846.125000 Penalty: 4123.670898
	Iteration 43Q: 3 clusters Score -509846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -509848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -509851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -509854.156250 Penalty: 4123.670898
	Iteration 46Q: 3 clusters Score -509854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -509857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -509857.125000 Penalty: 4123.670898
	Iteration 48F: 3 clusters Score -509857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 181948 members 
Mstep: Class 5 contains 134420 members 
Mstep: Class 6 contains 57087 members 
Mstep: Class 7 contains 62604 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 161462 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 113198 members 
Mstep: Class 15 contains 169455 members 
Mstep: Class 16 contains 86267 members 
Mstep: Class 17 contains 74231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 149352 members 
Mstep: Class 21 contains 142929 members 
Mstep: Class 22 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354848.000000 Penalty: 73593.648438
Iteration 159Q: 22 clusters Score -1.803548e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182007 members 
Mstep: Class 5 contains 134813 members 
Mstep: Class 6 contains 57102 members 
Mstep: Class 7 contains 62655 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 161219 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 113174 members 
Mstep: Class 15 contains 169110 members 
Mstep: Class 16 contains 86317 members 
Mstep: Class 17 contains 74266 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 149449 members 
Mstep: Class 21 contains 142827 members 
Mstep: Class 22 contains 4088 members 
Entering Unmasked Estep 
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Iteration 160F: 22 clusters Score -1.803546e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182077 members 
Mstep: Class 5 contains 135189 members 
Mstep: Class 6 contains 57113 members 
Mstep: Class 7 contains 62684 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 161008 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113150 members 
Mstep: Class 15 contains 168757 members 
Mstep: Class 16 contains 86371 members 
Mstep: Class 17 contains 74282 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 149587 members 
Mstep: Class 21 contains 142714 members 
Mstep: Class 22 contains 4096 members 
Entering Unmasked Estep 
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Iteration 161Q: 22 clusters Score -1.803544e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182167 members 
Mstep: Class 5 contains 135533 members 
Mstep: Class 6 contains 57133 members 
Mstep: Class 7 contains 62713 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 160848 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113149 members 
Mstep: Class 15 contains 168383 members 
Mstep: Class 16 contains 86417 members 
Mstep: Class 17 contains 74313 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20478 members 
Mstep: Class 20 contains 149686 members 
Mstep: Class 21 contains 142564 members 
Mstep: Class 22 contains 4102 members 
Entering Unmasked Estep 
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Iteration 162Q: 22 clusters Score -1.803544e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182266 members 
Mstep: Class 5 contains 135846 members 
Mstep: Class 6 contains 57157 members 
Mstep: Class 7 contains 62739 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 160680 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113143 members 
Mstep: Class 15 contains 168011 members 
Mstep: Class 16 contains 86461 members 
Mstep: Class 17 contains 74347 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 149804 members 
Mstep: Class 21 contains 142456 members 
Mstep: Class 22 contains 4108 members 
Entering Unmasked Estep 
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Iteration 163Q: 22 clusters Score -1.803542e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182358 members 
Mstep: Class 5 contains 136169 members 
Mstep: Class 6 contains 57165 members 
Mstep: Class 7 contains 62757 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 160566 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113135 members 
Mstep: Class 15 contains 167626 members 
Mstep: Class 16 contains 86518 members 
Mstep: Class 17 contains 74378 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20446 members 
Mstep: Class 20 contains 149896 members 
Mstep: Class 21 contains 142348 members 
Mstep: Class 22 contains 4117 members 
Entering Unmasked Estep 
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Iteration 164Q: 22 clusters Score -1.80354e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182399 members 
Mstep: Class 5 contains 136507 members 
Mstep: Class 6 contains 57168 members 
Mstep: Class 7 contains 62773 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 160531 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113141 members 
Mstep: Class 15 contains 167273 members 
Mstep: Class 16 contains 86573 members 
Mstep: Class 17 contains 74421 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20438 members 
Mstep: Class 20 contains 149930 members 
Mstep: Class 21 contains 142201 members 
Mstep: Class 22 contains 4123 members 
Entering Unmasked Estep 
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Iteration 165Q: 22 clusters Score -1.803541e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182477 members 
Mstep: Class 5 contains 136847 members 
Mstep: Class 6 contains 57175 members 
Mstep: Class 7 contains 62785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160473 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113161 members 
Mstep: Class 15 contains 166894 members 
Mstep: Class 16 contains 86619 members 
Mstep: Class 17 contains 74451 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20444 members 
Mstep: Class 20 contains 149941 members 
Mstep: Class 21 contains 142080 members 
Mstep: Class 22 contains 4130 members 
Entering Unmasked Estep 
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Iteration 166Q: 22 clusters Score -1.803541e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182530 members 
Mstep: Class 5 contains 137179 members 
Mstep: Class 6 contains 57195 members 
Mstep: Class 7 contains 62794 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160381 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 4488 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113171 members 
Mstep: Class 15 contains 166587 members 
Mstep: Class 16 contains 86676 members 
Mstep: Class 17 contains 74499 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20442 members 
Mstep: Class 20 contains 149952 members 
Mstep: Class 21 contains 141924 members 
Mstep: Class 22 contains 4142 members 
Entering Unmasked Estep 
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Iteration 167Q: 22 clusters Score -1.803541e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182601 members 
Mstep: Class 5 contains 137539 members 
Mstep: Class 6 contains 57204 members 
Mstep: Class 7 contains 62804 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160315 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113195 members 
Mstep: Class 15 contains 166188 members 
Mstep: Class 16 contains 86726 members 
Mstep: Class 17 contains 74565 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 149958 members 
Mstep: Class 21 contains 141785 members 
Mstep: Class 22 contains 4153 members 
Entering Unmasked Estep 
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Score: -180353504.000000 Penalty: 73593.648438
Iteration 168Q: 22 clusters Score -1.803535e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182659 members 
Mstep: Class 5 contains 137882 members 
Mstep: Class 6 contains 57225 members 
Mstep: Class 7 contains 62839 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160232 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113206 members 
Mstep: Class 15 contains 165811 members 
Mstep: Class 16 contains 86784 members 
Mstep: Class 17 contains 74639 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20426 members 
Mstep: Class 20 contains 149972 members 
Mstep: Class 21 contains 141637 members 
Mstep: Class 22 contains 4158 members 
Entering Unmasked Estep 
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Score: -180353504.000000 Penalty: 73593.648438
Iteration 169Q: 22 clusters Score -1.803535e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182698 members 
Mstep: Class 5 contains 138271 members 
Mstep: Class 6 contains 57242 members 
Mstep: Class 7 contains 62860 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160133 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113220 members 
Mstep: Class 15 contains 165474 members 
Mstep: Class 16 contains 86832 members 
Mstep: Class 17 contains 74706 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20408 members 
Mstep: Class 20 contains 149988 members 
Mstep: Class 21 contains 141477 members 
Mstep: Class 22 contains 4163 members 
Entering Unmasked Estep 
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Score: -180353792.000000 Penalty: 73593.648438
Iteration 170Q: 22 clusters Score -1.803538e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182735 members 
Mstep: Class 5 contains 138649 members 
Mstep: Class 6 contains 57267 members 
Mstep: Class 7 contains 62854 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 160003 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113236 members 
Mstep: Class 15 contains 165174 members 
Mstep: Class 16 contains 86866 members 
Mstep: Class 17 contains 74776 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20406 members 
Mstep: Class 20 contains 150012 members 
Mstep: Class 21 contains 141322 members 
Mstep: Class 22 contains 4169 members 
Entering Unmasked Estep 
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Score: -180353472.000000 Penalty: 73593.648438
Iteration 171Q: 22 clusters Score -1.803535e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182796 members 
Mstep: Class 5 contains 139012 members 
Mstep: Class 6 contains 57261 members 
Mstep: Class 7 contains 62843 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159864 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113252 members 
Mstep: Class 15 contains 164889 members 
Mstep: Class 16 contains 86912 members 
Mstep: Class 17 contains 74836 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20406 members 
Mstep: Class 20 contains 150030 members 
Mstep: Class 21 contains 141183 members 
Mstep: Class 22 contains 4175 members 
Entering Unmasked Estep 
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Score: -180353520.000000 Penalty: 73593.648438
Iteration 172Q: 22 clusters Score -1.803535e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182874 members 
Mstep: Class 5 contains 139351 members 
Mstep: Class 6 contains 57271 members 
Mstep: Class 7 contains 62828 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159731 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113279 members 
Mstep: Class 15 contains 164588 members 
Mstep: Class 16 contains 86963 members 
Mstep: Class 17 contains 74901 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 20 contains 150047 members 
Mstep: Class 21 contains 141023 members 
Mstep: Class 22 contains 4185 members 
Entering Unmasked Estep 
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Score: -180353472.000000 Penalty: 73593.648438
Iteration 173Q: 22 clusters Score -1.803535e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182924 members 
Mstep: Class 5 contains 139711 members 
Mstep: Class 6 contains 57282 members 
Mstep: Class 7 contains 62834 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159602 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113297 members 
Mstep: Class 15 contains 164294 members 
Mstep: Class 16 contains 87006 members 
Mstep: Class 17 contains 74959 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20388 members 
Mstep: Class 20 contains 150084 members 
Mstep: Class 21 contains 140864 members 
Mstep: Class 22 contains 4187 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -1.803531e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182972 members 
Mstep: Class 5 contains 140058 members 
Mstep: Class 6 contains 57300 members 
Mstep: Class 7 contains 62826 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159469 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113274 members 
Mstep: Class 15 contains 164052 members 
Mstep: Class 16 contains 87038 members 
Mstep: Class 17 contains 75018 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20379 members 
Mstep: Class 20 contains 150099 members 
Mstep: Class 21 contains 140743 members 
Mstep: Class 22 contains 4190 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -1.803531e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183008 members 
Mstep: Class 5 contains 140430 members 
Mstep: Class 6 contains 57324 members 
Mstep: Class 7 contains 62822 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159318 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 113257 members 
Mstep: Class 15 contains 163804 members 
Mstep: Class 16 contains 87091 members 
Mstep: Class 17 contains 75078 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 150096 members 
Mstep: Class 21 contains 140592 members 
Mstep: Class 22 contains 4196 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -1.803531e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183053 members 
Mstep: Class 5 contains 140780 members 
Mstep: Class 6 contains 57337 members 
Mstep: Class 7 contains 62809 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 159066 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113261 members 
Mstep: Class 15 contains 163627 members 
Mstep: Class 16 contains 87151 members 
Mstep: Class 17 contains 75138 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20384 members 
Mstep: Class 20 contains 150111 members 
Mstep: Class 21 contains 140462 members 
Mstep: Class 22 contains 4203 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -1.803529e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183108 members 
Mstep: Class 5 contains 141156 members 
Mstep: Class 6 contains 57339 members 
Mstep: Class 7 contains 62821 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 158826 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 113261 members 
Mstep: Class 15 contains 163385 members 
Mstep: Class 16 contains 87205 members 
Mstep: Class 17 contains 75192 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20384 members 
Mstep: Class 20 contains 150154 members 
Mstep: Class 21 contains 140322 members 
Mstep: Class 22 contains 4207 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -1.803528e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183158 members 
Mstep: Class 5 contains 141512 members 
Mstep: Class 6 contains 57339 members 
Mstep: Class 7 contains 62819 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 158647 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 113288 members 
Mstep: Class 15 contains 163164 members 
Mstep: Class 16 contains 87246 members 
Mstep: Class 17 contains 75231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20388 members 
Mstep: Class 20 contains 150144 members 
Mstep: Class 21 contains 140189 members 
Mstep: Class 22 contains 4213 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -1.803531e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183253 members 
Mstep: Class 5 contains 141892 members 
Mstep: Class 6 contains 57338 members 
Mstep: Class 7 contains 62836 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 158464 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 113316 members 
Mstep: Class 15 contains 162884 members 
Mstep: Class 16 contains 87280 members 
Mstep: Class 17 contains 75291 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 20 contains 150113 members 
Mstep: Class 21 contains 140038 members 
Mstep: Class 22 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353024.000000 Penalty: 73593.648438
Iteration 180F: 22 clusters Score -1.80353e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183348 members 
Mstep: Class 5 contains 142265 members 
Mstep: Class 6 contains 57332 members 
Mstep: Class 7 contains 62847 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 158237 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 113319 members 
Mstep: Class 15 contains 162629 members 
Mstep: Class 16 contains 87306 members 
Mstep: Class 17 contains 75359 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20392 members 
Mstep: Class 20 contains 150091 members 
Mstep: Class 21 contains 139935 members 
Mstep: Class 22 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352752.000000 Penalty: 73593.648438
Iteration 181Q: 22 clusters Score -1.803528e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183420 members 
Mstep: Class 5 contains 142621 members 
Mstep: Class 6 contains 57335 members 
Mstep: Class 7 contains 62856 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 158020 members 
Mstep: Class 10 contains 2872 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 113328 members 
Mstep: Class 15 contains 162416 members 
Mstep: Class 16 contains 87341 members 
Mstep: Class 17 contains 75411 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20401 members 
Mstep: Class 20 contains 150097 members 
Mstep: Class 21 contains 139793 members 
Mstep: Class 22 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352800.000000 Penalty: 73593.648438
Iteration 182Q: 22 clusters Score -1.803528e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183459 members 
Mstep: Class 5 contains 142957 members 
Mstep: Class 6 contains 57348 members 
Mstep: Class 7 contains 62862 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 157804 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 113340 members 
Mstep: Class 15 contains 162271 members 
Mstep: Class 16 contains 87363 members 
Mstep: Class 17 contains 75469 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20397 members 
Mstep: Class 20 contains 150114 members 
Mstep: Class 21 contains 139646 members 
Mstep: Class 22 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352848.000000 Penalty: 73593.648438
Iteration 183Q: 22 clusters Score -1.803528e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183494 members 
Mstep: Class 5 contains 143247 members 
Mstep: Class 6 contains 57368 members 
Mstep: Class 7 contains 62883 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 157643 members 
Mstep: Class 10 contains 2888 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 113348 members 
Mstep: Class 15 contains 162084 members 
Mstep: Class 16 contains 87387 members 
Mstep: Class 17 contains 75522 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 150142 members 
Mstep: Class 21 contains 139497 members 
Mstep: Class 22 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352848.000000 Penalty: 73593.648438
Iteration 184Q: 22 clusters Score -1.803528e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183521 members 
Mstep: Class 5 contains 143553 members 
Mstep: Class 6 contains 57363 members 
Mstep: Class 7 contains 62889 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 157446 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 113357 members 
Mstep: Class 15 contains 161978 members 
Mstep: Class 16 contains 87390 members 
Mstep: Class 17 contains 75582 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20401 members 
Mstep: Class 20 contains 150174 members 
Mstep: Class 21 contains 139339 members 
Mstep: Class 22 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353040.000000 Penalty: 73593.648438
Iteration 185Q: 22 clusters Score -1.80353e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183536 members 
Mstep: Class 5 contains 143841 members 
Mstep: Class 6 contains 57381 members 
Mstep: Class 7 contains 62915 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 157226 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 113366 members 
Mstep: Class 15 contains 161925 members 
Mstep: Class 16 contains 87398 members 
Mstep: Class 17 contains 75631 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 20 contains 150204 members 
Mstep: Class 21 contains 139161 members 
Mstep: Class 22 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352576.000000 Penalty: 73593.648438
Iteration 186Q: 22 clusters Score -1.803526e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183550 members 
Mstep: Class 5 contains 144109 members 
Mstep: Class 6 contains 57405 members 
Mstep: Class 7 contains 62931 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 157015 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 113383 members 
Mstep: Class 15 contains 161821 members 
Mstep: Class 16 contains 87421 members 
Mstep: Class 17 contains 75689 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20411 members 
Mstep: Class 20 contains 150210 members 
Mstep: Class 21 contains 139030 members 
Mstep: Class 22 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352512.000000 Penalty: 73593.648438
Iteration 187Q: 22 clusters Score -1.803525e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183583 members 
Mstep: Class 5 contains 144356 members 
Mstep: Class 6 contains 57428 members 
Mstep: Class 7 contains 62963 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 156864 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 113390 members 
Mstep: Class 15 contains 161656 members 
Mstep: Class 16 contains 87457 members 
Mstep: Class 17 contains 75740 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 20 contains 150191 members 
Mstep: Class 21 contains 138902 members 
Mstep: Class 22 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352752.000000 Penalty: 73593.648438
Iteration 188Q: 22 clusters Score -1.803528e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183623 members 
Mstep: Class 5 contains 144647 members 
Mstep: Class 6 contains 57440 members 
Mstep: Class 7 contains 63016 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 156753 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 113398 members 
Mstep: Class 15 contains 161450 members 
Mstep: Class 16 contains 87490 members 
Mstep: Class 17 contains 75782 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 150160 members 
Mstep: Class 21 contains 138754 members 
Mstep: Class 22 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352640.000000 Penalty: 73593.648438
Iteration 189Q: 22 clusters Score -1.803526e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183647 members 
Mstep: Class 5 contains 144943 members 
Mstep: Class 6 contains 57441 members 
Mstep: Class 7 contains 63056 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 156659 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 113427 members 
Mstep: Class 15 contains 161279 members 
Mstep: Class 16 contains 87520 members 
Mstep: Class 17 contains 75844 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20435 members 
Mstep: Class 20 contains 150136 members 
Mstep: Class 21 contains 138565 members 
Mstep: Class 22 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352688.000000 Penalty: 73593.648438
Iteration 190Q: 22 clusters Score -1.803527e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183693 members 
Mstep: Class 5 contains 145177 members 
Mstep: Class 6 contains 57465 members 
Mstep: Class 7 contains 63088 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 156552 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 113469 members 
Mstep: Class 15 contains 161139 members 
Mstep: Class 16 contains 87553 members 
Mstep: Class 17 contains 75903 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20427 members 
Mstep: Class 20 contains 150093 members 
Mstep: Class 21 contains 138376 members 
Mstep: Class 22 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352496.000000 Penalty: 73593.648438
Iteration 191Q: 22 clusters Score -1.803525e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183736 members 
Mstep: Class 5 contains 145358 members 
Mstep: Class 6 contains 57485 members 
Mstep: Class 7 contains 63111 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 156408 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 113500 members 
Mstep: Class 15 contains 161071 members 
Mstep: Class 16 contains 87595 members 
Mstep: Class 17 contains 75952 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20432 members 
Mstep: Class 20 contains 150050 members 
Mstep: Class 21 contains 138224 members 
Mstep: Class 22 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352592.000000 Penalty: 73593.648438
Iteration 192Q: 22 clusters Score -1.803526e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183784 members 
Mstep: Class 5 contains 145556 members 
Mstep: Class 6 contains 57511 members 
Mstep: Class 7 contains 63129 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 156229 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 113523 members 
Mstep: Class 15 contains 161010 members 
Mstep: Class 16 contains 87624 members 
Mstep: Class 17 contains 76001 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20445 members 
Mstep: Class 20 contains 150029 members 
Mstep: Class 21 contains 138065 members 
Mstep: Class 22 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352480.000000 Penalty: 73593.648438
Iteration 193Q: 22 clusters Score -1.803525e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183832 members 
Mstep: Class 5 contains 145720 members 
Mstep: Class 6 contains 57531 members 
Mstep: Class 7 contains 63159 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 156053 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 113522 members 
Mstep: Class 15 contains 160909 members 
Mstep: Class 16 contains 87672 members 
Mstep: Class 17 contains 76055 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20450 members 
Mstep: Class 20 contains 150033 members 
Mstep: Class 21 contains 137944 members 
Mstep: Class 22 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352160.000000 Penalty: 73593.648438
Iteration 194Q: 22 clusters Score -1.803522e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183909 members 
Mstep: Class 5 contains 145897 members 
Mstep: Class 6 contains 57562 members 
Mstep: Class 7 contains 63177 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 155867 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 113541 members 
Mstep: Class 15 contains 160805 members 
Mstep: Class 16 contains 87716 members 
Mstep: Class 17 contains 76110 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20454 members 
Mstep: Class 20 contains 150014 members 
Mstep: Class 21 contains 137809 members 
Mstep: Class 22 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352144.000000 Penalty: 73593.648438
Iteration 195Q: 22 clusters Score -1.803521e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183955 members 
Mstep: Class 5 contains 146055 members 
Mstep: Class 6 contains 57581 members 
Mstep: Class 7 contains 63188 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 155753 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 113567 members 
Mstep: Class 15 contains 160688 members 
Mstep: Class 16 contains 87768 members 
Mstep: Class 17 contains 76163 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 150020 members 
Mstep: Class 21 contains 137654 members 
Mstep: Class 22 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352096.000000 Penalty: 73593.648438
Iteration 196Q: 22 clusters Score -1.803521e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183995 members 
Mstep: Class 5 contains 146263 members 
Mstep: Class 6 contains 57597 members 
Mstep: Class 7 contains 63214 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 155648 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 113599 members 
Mstep: Class 15 contains 160551 members 
Mstep: Class 16 contains 87806 members 
Mstep: Class 17 contains 76215 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 150019 members 
Mstep: Class 21 contains 137480 members 
Mstep: Class 22 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352096.000000 Penalty: 73593.648438
Iteration 197Q: 22 clusters Score -1.803521e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184018 members 
Mstep: Class 5 contains 146486 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 63236 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 155592 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 4694 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113619 members 
Mstep: Class 15 contains 160385 members 
Mstep: Class 16 contains 87857 members 
Mstep: Class 17 contains 76268 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20459 members 
Mstep: Class 20 contains 150018 members 
Mstep: Class 21 contains 137292 members 
Mstep: Class 22 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352048.000000 Penalty: 73593.648438
Iteration 198Q: 22 clusters Score -1.80352e+08 nChanged 1792
Entering ConstructFrom: 
Score: -180352048.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41893.042969 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41893.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42124.722656 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -42124.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42263.058594 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -42263.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42363.902344 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42396.324219 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42396.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42422.640625 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42422.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42429.539062 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42429.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42434.265625 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42434.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42436.828125 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42436.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42442.582031 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -42442.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42450.308594 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -42450.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42459.355469 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -42459.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42467.074219 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -42467.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42493.652344 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -42493.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42513.019531 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -42513.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42562.648438 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -42562.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42572.503906 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -42572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42586.386719 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -42586.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42590.355469 Penalty: 2950.225586
	Iteration 18Q: 3 clusters Score -42590.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42596.574219 Penalty: 2950.225586
	Iteration 19Q: 3 clusters Score -42596.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42597.718750 Penalty: 2950.225586
	Iteration 20F: 3 clusters Score -42597.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 286 members 
Entering Unmasked Estep 
Score: -69782.742188 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69782.74 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69965.078125 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -69965.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70031.171875 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70031.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70078.945312 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70078.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70115.460938 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70115.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70147.820312 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70147.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70162.171875 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70162.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70167.867188 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70167.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70182.546875 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70182.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70207.828125 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70207.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70215.921875 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70215.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70221.148438 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70221.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70223.125000 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70223.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70223.125000 Penalty: 3175.350830
	Iteration 13F: 3 clusters Score -70223.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103307.156250 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103307.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103572.039062 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103684.585938 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103684.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103754.242188 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103754.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103805.929688 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103805.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103841.195312 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103841.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103883.039062 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103908.421875 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103941.750000 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103941.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -104046.804688 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104046.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104143.640625 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104194.992188 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104225.062500 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104259.632812 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104303.601562 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104334.750000 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104366.906250 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104413.367188 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104477.289062 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104477.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104523.960938 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104534.023438 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104542.015625 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -104542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104550.960938 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -104551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104557.265625 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -104557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104566.117188 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -104566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104568.984375 Penalty: 3343.883545
	Iteration 25Q: 3 clusters Score -104569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104568.984375 Penalty: 3343.883545
	Iteration 26F: 3 clusters Score -104569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184034 members 
Entering Unmasked Estep 
Score: -24849334.000000 Penalty: 3006.473389
	Iteration 0F: 2 clusters Score -2.484933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -24741258.000000 Penalty: 6012.946777
	Iteration 0F: 3 clusters Score -2.474126e+07 nChanged 88337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -24792790.000000 Penalty: 6012.946777
	Iteration 1F: 3 clusters Score -2.479279e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -24793670.000000 Penalty: 6012.946777
	Iteration 2Q: 3 clusters Score -2.479367e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -24794460.000000 Penalty: 6012.946777
	Iteration 3Q: 3 clusters Score -2.479446e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -24795268.000000 Penalty: 6012.946777
	Iteration 4Q: 3 clusters Score -2.479527e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -24796704.000000 Penalty: 6012.946777
	Iteration 5Q: 3 clusters Score -2.47967e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -24798364.000000 Penalty: 6012.946777
	Iteration 6Q: 3 clusters Score -2.479836e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -24800438.000000 Penalty: 6012.946777
	Iteration 7Q: 3 clusters Score -2.480044e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -24803734.000000 Penalty: 6012.946777
	Iteration 8Q: 3 clusters Score -2.480373e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -24809446.000000 Penalty: 6012.946777
	Iteration 9F: 3 clusters Score -2.480945e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -24817794.000000 Penalty: 6012.946777
	Iteration 10F: 3 clusters Score -2.481779e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -24827358.000000 Penalty: 6012.946777
	Iteration 11F: 3 clusters Score -2.482736e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 122450 members 
Entering Unmasked Estep 
Score: -24834262.000000 Penalty: 6012.946777
	Iteration 12F: 3 clusters Score -2.483426e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -24837520.000000 Penalty: 6012.946777
	Iteration 13Q: 3 clusters Score -2.483752e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -24839054.000000 Penalty: 6012.946777
	Iteration 14Q: 3 clusters Score -2.483905e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -24840242.000000 Penalty: 6012.946777
	Iteration 15Q: 3 clusters Score -2.484024e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -24841262.000000 Penalty: 6012.946777
	Iteration 16Q: 3 clusters Score -2.484126e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 133571 members 
Entering Unmasked Estep 
Score: -24842218.000000 Penalty: 6012.946777
	Iteration 17Q: 3 clusters Score -2.484222e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -24843294.000000 Penalty: 6012.946777
	Iteration 18Q: 3 clusters Score -2.484329e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 137517 members 
Entering Unmasked Estep 
Score: -24844298.000000 Penalty: 6012.946777
	Iteration 19Q: 3 clusters Score -2.48443e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 139711 members 
Entering Unmasked Estep 
Score: -24845324.000000 Penalty: 6012.946777
	Iteration 20F: 3 clusters Score -2.484532e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 141966 members 
Entering Unmasked Estep 
Score: -24846012.000000 Penalty: 6012.946777
	Iteration 21Q: 3 clusters Score -2.484601e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 144274 members 
Entering Unmasked Estep 
Score: -24846836.000000 Penalty: 6012.946777
	Iteration 22Q: 3 clusters Score -2.484684e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -24847448.000000 Penalty: 6012.946777
	Iteration 23Q: 3 clusters Score -2.484745e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -24848084.000000 Penalty: 6012.946777
	Iteration 24Q: 3 clusters Score -2.484808e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 151555 members 
Entering Unmasked Estep 
Score: -24848548.000000 Penalty: 6012.946777
	Iteration 25Q: 3 clusters Score -2.484855e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -24849142.000000 Penalty: 6012.946777
	Iteration 26Q: 3 clusters Score -2.484914e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -24849484.000000 Penalty: 6012.946777
	Iteration 27Q: 3 clusters Score -2.484948e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -24849718.000000 Penalty: 6012.946777
	Iteration 28Q: 3 clusters Score -2.484972e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -24849856.000000 Penalty: 6012.946777
	Iteration 29Q: 3 clusters Score -2.484986e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -24849968.000000 Penalty: 6012.946777
	Iteration 30Q: 3 clusters Score -2.484997e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 166701 members 
Entering Unmasked Estep 
Score: -24849910.000000 Penalty: 6012.946777
	Iteration 31Q: 3 clusters Score -2.484991e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 168765 members 
Entering Unmasked Estep 
Score: -24850038.000000 Penalty: 6012.946777
	Iteration 32Q: 3 clusters Score -2.485004e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -24849974.000000 Penalty: 6012.946777
	Iteration 33Q: 3 clusters Score -2.484997e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 172427 members 
Entering Unmasked Estep 
Score: -24849902.000000 Penalty: 6012.946777
	Iteration 34Q: 3 clusters Score -2.48499e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 174006 members 
Entering Unmasked Estep 
Score: -24849978.000000 Penalty: 6012.946777
	Iteration 35Q: 3 clusters Score -2.484998e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -24849972.000000 Penalty: 6012.946777
	Iteration 36Q: 3 clusters Score -2.484997e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -24849898.000000 Penalty: 6012.946777
	Iteration 37Q: 3 clusters Score -2.48499e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -24849604.000000 Penalty: 6012.946777
	Iteration 38Q: 3 clusters Score -2.48496e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -24849340.000000 Penalty: 6012.946777
	Iteration 39Q: 3 clusters Score -2.484934e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -24849116.000000 Penalty: 6012.946777
	Iteration 40F: 3 clusters Score -2.484912e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -24848906.000000 Penalty: 6012.946777
	Iteration 41Q: 3 clusters Score -2.484891e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 180438 members 
Entering Unmasked Estep 
Score: -24848794.000000 Penalty: 6012.946777
	Iteration 42Q: 3 clusters Score -2.484879e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 180902 members 
Entering Unmasked Estep 
Score: -24848650.000000 Penalty: 6012.946777
	Iteration 43Q: 3 clusters Score -2.484865e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 181289 members 
Entering Unmasked Estep 
Score: -24848534.000000 Penalty: 6012.946777
	Iteration 44Q: 3 clusters Score -2.484853e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -24848394.000000 Penalty: 6012.946777
	Iteration 45Q: 3 clusters Score -2.484839e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 181857 members 
Entering Unmasked Estep 
Score: -24848242.000000 Penalty: 6012.946777
	Iteration 46Q: 3 clusters Score -2.484824e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 182044 members 
Entering Unmasked Estep 
Score: -24848146.000000 Penalty: 6012.946777
	Iteration 47Q: 3 clusters Score -2.484815e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 182186 members 
Entering Unmasked Estep 
Score: -24848108.000000 Penalty: 6012.946777
	Iteration 48Q: 3 clusters Score -2.484811e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 182306 members 
Entering Unmasked Estep 
Score: -24848068.000000 Penalty: 6012.946777
	Iteration 49Q: 3 clusters Score -2.484807e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 182409 members 
Entering Unmasked Estep 
Score: -24848006.000000 Penalty: 6012.946777
	Iteration 50Q: 3 clusters Score -2.484801e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 182482 members 
Entering Unmasked Estep 
Score: -24847972.000000 Penalty: 6012.946777
	Iteration 51Q: 3 clusters Score -2.484797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -24848002.000000 Penalty: 6012.946777
	Iteration 52Q: 3 clusters Score -2.4848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 182573 members 
Entering Unmasked Estep 
Score: -24847984.000000 Penalty: 6012.946777
	Iteration 53Q: 3 clusters Score -2.484798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -24847952.000000 Penalty: 6012.946777
	Iteration 54Q: 3 clusters Score -2.484795e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -24847942.000000 Penalty: 6012.946777
	Iteration 55Q: 3 clusters Score -2.484794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 182685 members 
Entering Unmasked Estep 
Score: -24847922.000000 Penalty: 6012.946777
	Iteration 56Q: 3 clusters Score -2.484792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 182712 members 
Entering Unmasked Estep 
Score: -24847902.000000 Penalty: 6012.946777
	Iteration 57Q: 3 clusters Score -2.48479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -24847876.000000 Penalty: 6012.946777
	Iteration 58Q: 3 clusters Score -2.484788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 182753 members 
Entering Unmasked Estep 
Score: -24847884.000000 Penalty: 6012.946777
	Iteration 59Q: 3 clusters Score -2.484788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -24847870.000000 Penalty: 6012.946777
	Iteration 60F: 3 clusters Score -2.484787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 182789 members 
Entering Unmasked Estep 
Score: -24847880.000000 Penalty: 6012.946777
	Iteration 61Q: 3 clusters Score -2.484788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 182809 members 
Entering Unmasked Estep 
Score: -24847874.000000 Penalty: 6012.946777
	Iteration 62Q: 3 clusters Score -2.484787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 182827 members 
Entering Unmasked Estep 
Score: -24847852.000000 Penalty: 6012.946777
	Iteration 63Q: 3 clusters Score -2.484785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 182840 members 
Entering Unmasked Estep 
Score: -24847846.000000 Penalty: 6012.946777
	Iteration 64Q: 3 clusters Score -2.484785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -24847832.000000 Penalty: 6012.946777
	Iteration 65Q: 3 clusters Score -2.484783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -24847834.000000 Penalty: 6012.946777
	Iteration 66Q: 3 clusters Score -2.484783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 182867 members 
Entering Unmasked Estep 
Score: -24847840.000000 Penalty: 6012.946777
	Iteration 67Q: 3 clusters Score -2.484784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 182874 members 
Entering Unmasked Estep 
Score: -24847814.000000 Penalty: 6012.946777
	Iteration 68Q: 3 clusters Score -2.484781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -24847802.000000 Penalty: 6012.946777
	Iteration 69Q: 3 clusters Score -2.48478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 182889 members 
Entering Unmasked Estep 
Score: -24847812.000000 Penalty: 6012.946777
	Iteration 70Q: 3 clusters Score -2.484781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -24847814.000000 Penalty: 6012.946777
	Iteration 71Q: 3 clusters Score -2.484781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -24847800.000000 Penalty: 6012.946777
	Iteration 72Q: 3 clusters Score -2.48478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -24847798.000000 Penalty: 6012.946777
	Iteration 73Q: 3 clusters Score -2.48478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 182905 members 
Entering Unmasked Estep 
Score: -24847812.000000 Penalty: 6012.946777
	Iteration 74Q: 3 clusters Score -2.484781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -24847808.000000 Penalty: 6012.946777
	Iteration 75Q: 3 clusters Score -2.484781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 182917 members 
Entering Unmasked Estep 
Score: -24847806.000000 Penalty: 6012.946777
	Iteration 76Q: 3 clusters Score -2.484781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -24847830.000000 Penalty: 6012.946777
	Iteration 77Q: 3 clusters Score -2.484783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 182925 members 
Entering Unmasked Estep 
Score: -24847816.000000 Penalty: 6012.946777
	Iteration 78Q: 3 clusters Score -2.484782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 182929 members 
Entering Unmasked Estep 
Score: -24847788.000000 Penalty: 6012.946777
	Iteration 79Q: 3 clusters Score -2.484779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -24847810.000000 Penalty: 6012.946777
	Iteration 80F: 3 clusters Score -2.484781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -24847818.000000 Penalty: 6012.946777
	Iteration 81Q: 3 clusters Score -2.484782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -24847812.000000 Penalty: 6012.946777
	Iteration 82Q: 3 clusters Score -2.484781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 182939 members 
Entering Unmasked Estep 
Score: -24847822.000000 Penalty: 6012.946777
	Iteration 83Q: 3 clusters Score -2.484782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 182941 members 
Entering Unmasked Estep 
Score: -24847820.000000 Penalty: 6012.946777
	Iteration 84Q: 3 clusters Score -2.484782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -24847808.000000 Penalty: 6012.946777
	Iteration 85Q: 3 clusters Score -2.484781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 182950 members 
Entering Unmasked Estep 
Score: -24847798.000000 Penalty: 6012.946777
	Iteration 86Q: 3 clusters Score -2.48478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -24847804.000000 Penalty: 6012.946777
	Iteration 87Q: 3 clusters Score -2.48478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -24847796.000000 Penalty: 6012.946777
	Iteration 88Q: 3 clusters Score -2.48478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 182955 members 
Entering Unmasked Estep 
Score: -24847790.000000 Penalty: 6012.946777
	Iteration 89Q: 3 clusters Score -2.484779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 182958 members 
Entering Unmasked Estep 
Score: -24847788.000000 Penalty: 6012.946777
	Iteration 90Q: 3 clusters Score -2.484779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 182962 members 
Entering Unmasked Estep 
Score: -24847802.000000 Penalty: 6012.946777
	Iteration 91Q: 3 clusters Score -2.48478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -24847800.000000 Penalty: 6012.946777
	Iteration 92Q: 3 clusters Score -2.48478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -24847800.000000 Penalty: 6012.946777
	Iteration 93F: 3 clusters Score -2.48478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Entering Unmasked Estep 
Score: -19781986.000000 Penalty: 2950.213379
	Iteration 0F: 2 clusters Score -1.978199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -19684130.000000 Penalty: 5900.426758
	Iteration 0F: 3 clusters Score -1.968413e+07 nChanged 70153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -19725014.000000 Penalty: 5900.426758
	Iteration 1F: 3 clusters Score -1.972501e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -19726560.000000 Penalty: 5900.426758
	Iteration 2Q: 3 clusters Score -1.972656e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -19729080.000000 Penalty: 5900.426758
	Iteration 3Q: 3 clusters Score -1.972908e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -19733806.000000 Penalty: 5900.426758
	Iteration 4F: 3 clusters Score -1.973381e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -19741972.000000 Penalty: 5900.426758
	Iteration 5F: 3 clusters Score -1.974197e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 118372 members 
Entering Unmasked Estep 
Score: -19753634.000000 Penalty: 5900.426758
	Iteration 6F: 3 clusters Score -1.975363e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -19765666.000000 Penalty: 5900.426758
	Iteration 7F: 3 clusters Score -1.976567e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -19773336.000000 Penalty: 5900.426758
	Iteration 8F: 3 clusters Score -1.977334e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 141735 members 
Entering Unmasked Estep 
Score: -19776906.000000 Penalty: 5900.426758
	Iteration 9Q: 3 clusters Score -1.977691e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -19778530.000000 Penalty: 5900.426758
	Iteration 10Q: 3 clusters Score -1.977853e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -19779160.000000 Penalty: 5900.426758
	Iteration 11Q: 3 clusters Score -1.977916e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -19779442.000000 Penalty: 5900.426758
	Iteration 12Q: 3 clusters Score -1.977944e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -19779656.000000 Penalty: 5900.426758
	Iteration 13Q: 3 clusters Score -1.977966e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 144735 members 
Entering Unmasked Estep 
Score: -19779766.000000 Penalty: 5900.426758
	Iteration 14Q: 3 clusters Score -1.977977e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 144833 members 
Entering Unmasked Estep 
Score: -19779780.000000 Penalty: 5900.426758
	Iteration 15Q: 3 clusters Score -1.977978e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 144892 members 
Entering Unmasked Estep 
Score: -19779812.000000 Penalty: 5900.426758
	Iteration 16Q: 3 clusters Score -1.977981e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -19779824.000000 Penalty: 5900.426758
	Iteration 17Q: 3 clusters Score -1.977982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -19779840.000000 Penalty: 5900.426758
	Iteration 18Q: 3 clusters Score -1.977984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -19779830.000000 Penalty: 5900.426758
	Iteration 19Q: 3 clusters Score -1.977983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 145023 members 
Entering Unmasked Estep 
Score: -19779816.000000 Penalty: 5900.426758
	Iteration 20F: 3 clusters Score -1.977982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -19779834.000000 Penalty: 5900.426758
	Iteration 21Q: 3 clusters Score -1.977983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -19779836.000000 Penalty: 5900.426758
	Iteration 22Q: 3 clusters Score -1.977984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 145052 members 
Entering Unmasked Estep 
Score: -19779844.000000 Penalty: 5900.426758
	Iteration 23Q: 3 clusters Score -1.977984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -19779850.000000 Penalty: 5900.426758
	Iteration 24Q: 3 clusters Score -1.977985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -19779838.000000 Penalty: 5900.426758
	Iteration 25Q: 3 clusters Score -1.977984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -19779840.000000 Penalty: 5900.426758
	Iteration 26Q: 3 clusters Score -1.977984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 145067 members 
Entering Unmasked Estep 
Score: -19779852.000000 Penalty: 5900.426758
	Iteration 27Q: 3 clusters Score -1.977985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 145068 members 
Entering Unmasked Estep 
Score: -19779852.000000 Penalty: 5900.426758
	Iteration 28Q: 3 clusters Score -1.977985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 145067 members 
Entering Unmasked Estep 
Score: -19779856.000000 Penalty: 5900.426758
	Iteration 29Q: 3 clusters Score -1.977986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -19779878.000000 Penalty: 5900.426758
	Iteration 30Q: 3 clusters Score -1.977988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -19779864.000000 Penalty: 5900.426758
	Iteration 31Q: 3 clusters Score -1.977986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -19779866.000000 Penalty: 5900.426758
	Iteration 32Q: 3 clusters Score -1.977987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 145083 members 
Entering Unmasked Estep 
Score: -19779868.000000 Penalty: 5900.426758
	Iteration 33Q: 3 clusters Score -1.977987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -19779862.000000 Penalty: 5900.426758
	Iteration 34Q: 3 clusters Score -1.977986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -19779866.000000 Penalty: 5900.426758
	Iteration 35Q: 3 clusters Score -1.977987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 145087 members 
Entering Unmasked Estep 
Score: -19779862.000000 Penalty: 5900.426758
	Iteration 36Q: 3 clusters Score -1.977986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -19779866.000000 Penalty: 5900.426758
	Iteration 37Q: 3 clusters Score -1.977987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -19779854.000000 Penalty: 5900.426758
	Iteration 38Q: 3 clusters Score -1.977985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 145091 members 
Entering Unmasked Estep 
Score: -19779868.000000 Penalty: 5900.426758
	Iteration 39Q: 3 clusters Score -1.977987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 145093 members 
Entering Unmasked Estep 
Score: -19779870.000000 Penalty: 5900.426758
	Iteration 40F: 3 clusters Score -1.977987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -19779862.000000 Penalty: 5900.426758
	Iteration 41Q: 3 clusters Score -1.977986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -19779872.000000 Penalty: 5900.426758
	Iteration 42Q: 3 clusters Score -1.977987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -19779862.000000 Penalty: 5900.426758
	Iteration 43Q: 3 clusters Score -1.977986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -19779878.000000 Penalty: 5900.426758
	Iteration 44Q: 3 clusters Score -1.977988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -19779874.000000 Penalty: 5900.426758
	Iteration 45Q: 3 clusters Score -1.977987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -19779868.000000 Penalty: 5900.426758
	Iteration 46Q: 3 clusters Score -1.977987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -19779868.000000 Penalty: 5900.426758
	Iteration 47F: 3 clusters Score -1.977987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Entering Unmasked Estep 
Score: -7818523.500000 Penalty: 2718.422607
	Iteration 0F: 2 clusters Score -7818524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7779796.000000 Penalty: 5436.845215
	Iteration 0F: 3 clusters Score -7779796 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -7794813.000000 Penalty: 5436.845215
	Iteration 1F: 3 clusters Score -7794813 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7795375.000000 Penalty: 5436.845215
	Iteration 2Q: 3 clusters Score -7795375 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7795960.500000 Penalty: 5436.845215
	Iteration 3Q: 3 clusters Score -7795960 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -7796610.500000 Penalty: 5436.845215
	Iteration 4Q: 3 clusters Score -7796610 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -7797371.500000 Penalty: 5436.845215
	Iteration 5Q: 3 clusters Score -7797372 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -7798343.000000 Penalty: 5436.845215
	Iteration 6Q: 3 clusters Score -7798343 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -7799738.000000 Penalty: 5436.845215
	Iteration 7Q: 3 clusters Score -7799738 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7801715.500000 Penalty: 5436.845215
	Iteration 8F: 3 clusters Score -7801716 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -7804494.000000 Penalty: 5436.845215
	Iteration 9F: 3 clusters Score -7804494 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7807614.500000 Penalty: 5436.845215
	Iteration 10F: 3 clusters Score -7807614 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -7810188.500000 Penalty: 5436.845215
	Iteration 11F: 3 clusters Score -7810188 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -7811830.500000 Penalty: 5436.845215
	Iteration 12Q: 3 clusters Score -7811830 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -7812615.000000 Penalty: 5436.845215
	Iteration 13Q: 3 clusters Score -7812615 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -7813105.000000 Penalty: 5436.845215
	Iteration 14Q: 3 clusters Score -7813105 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -7813439.000000 Penalty: 5436.845215
	Iteration 15Q: 3 clusters Score -7813439 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -7813754.000000 Penalty: 5436.845215
	Iteration 16Q: 3 clusters Score -7813754 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -7814032.500000 Penalty: 5436.845215
	Iteration 17Q: 3 clusters Score -7814032 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7814295.500000 Penalty: 5436.845215
	Iteration 18Q: 3 clusters Score -7814296 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -7814481.000000 Penalty: 5436.845215
	Iteration 19Q: 3 clusters Score -7814481 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -7814729.500000 Penalty: 5436.845215
	Iteration 20F: 3 clusters Score -7814730 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -7814911.000000 Penalty: 5436.845215
	Iteration 21Q: 3 clusters Score -7814911 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -7815091.500000 Penalty: 5436.845215
	Iteration 22Q: 3 clusters Score -7815092 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -7815285.500000 Penalty: 5436.845215
	Iteration 23Q: 3 clusters Score -7815286 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7815432.500000 Penalty: 5436.845215
	Iteration 24Q: 3 clusters Score -7815432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -7815578.000000 Penalty: 5436.845215
	Iteration 25Q: 3 clusters Score -7815578 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -7815696.000000 Penalty: 5436.845215
	Iteration 26Q: 3 clusters Score -7815696 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -7815759.500000 Penalty: 5436.845215
	Iteration 27Q: 3 clusters Score -7815760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -7815832.500000 Penalty: 5436.845215
	Iteration 28Q: 3 clusters Score -7815832 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -7815901.500000 Penalty: 5436.845215
	Iteration 29Q: 3 clusters Score -7815902 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -7815996.500000 Penalty: 5436.845215
	Iteration 30Q: 3 clusters Score -7815996 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7816085.000000 Penalty: 5436.845215
	Iteration 31Q: 3 clusters Score -7816085 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7816137.500000 Penalty: 5436.845215
	Iteration 32Q: 3 clusters Score -7816138 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7816184.500000 Penalty: 5436.845215
	Iteration 33Q: 3 clusters Score -7816184 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7816265.000000 Penalty: 5436.845215
	Iteration 34Q: 3 clusters Score -7816265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -7816277.000000 Penalty: 5436.845215
	Iteration 35Q: 3 clusters Score -7816277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -7816299.000000 Penalty: 5436.845215
	Iteration 36Q: 3 clusters Score -7816299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7816340.500000 Penalty: 5436.845215
	Iteration 37Q: 3 clusters Score -7816340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -7816350.000000 Penalty: 5436.845215
	Iteration 38Q: 3 clusters Score -7816350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7816362.500000 Penalty: 5436.845215
	Iteration 39Q: 3 clusters Score -7816362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -7816382.500000 Penalty: 5436.845215
	Iteration 40F: 3 clusters Score -7816382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -7816384.500000 Penalty: 5436.845215
	Iteration 41Q: 3 clusters Score -7816384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7816409.000000 Penalty: 5436.845215
	Iteration 42Q: 3 clusters Score -7816409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -7816421.000000 Penalty: 5436.845215
	Iteration 43Q: 3 clusters Score -7816421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7816405.500000 Penalty: 5436.845215
	Iteration 44Q: 3 clusters Score -7816406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7816424.500000 Penalty: 5436.845215
	Iteration 45Q: 3 clusters Score -7816424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -7816426.000000 Penalty: 5436.845215
	Iteration 46Q: 3 clusters Score -7816426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -7816434.000000 Penalty: 5436.845215
	Iteration 47Q: 3 clusters Score -7816434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7816445.000000 Penalty: 5436.845215
	Iteration 48Q: 3 clusters Score -7816445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -7816447.000000 Penalty: 5436.845215
	Iteration 49Q: 3 clusters Score -7816447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -7816461.000000 Penalty: 5436.845215
	Iteration 50Q: 3 clusters Score -7816461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -7816457.500000 Penalty: 5436.845215
	Iteration 51Q: 3 clusters Score -7816458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -7816472.000000 Penalty: 5436.845215
	Iteration 52Q: 3 clusters Score -7816472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -7816474.500000 Penalty: 5436.845215
	Iteration 53Q: 3 clusters Score -7816474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -7816481.500000 Penalty: 5436.845215
	Iteration 54Q: 3 clusters Score -7816482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7816487.000000 Penalty: 5436.845215
	Iteration 55Q: 3 clusters Score -7816487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7816476.000000 Penalty: 5436.845215
	Iteration 56Q: 3 clusters Score -7816476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -7816475.500000 Penalty: 5436.845215
	Iteration 57Q: 3 clusters Score -7816476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7816478.500000 Penalty: 5436.845215
	Iteration 58Q: 3 clusters Score -7816478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -7816476.000000 Penalty: 5436.845215
	Iteration 59Q: 3 clusters Score -7816476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7816474.000000 Penalty: 5436.845215
	Iteration 60F: 3 clusters Score -7816474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -7816481.500000 Penalty: 5436.845215
	Iteration 61Q: 3 clusters Score -7816482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -7816474.000000 Penalty: 5436.845215
	Iteration 62Q: 3 clusters Score -7816474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -7816477.500000 Penalty: 5436.845215
	Iteration 63Q: 3 clusters Score -7816478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7816478.500000 Penalty: 5436.845215
	Iteration 64Q: 3 clusters Score -7816478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -7816484.000000 Penalty: 5436.845215
	Iteration 65Q: 3 clusters Score -7816484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -7816484.000000 Penalty: 5436.845215
	Iteration 66F: 3 clusters Score -7816484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Entering Unmasked Estep 
Score: -8230467.500000 Penalty: 2741.508789
	Iteration 0F: 2 clusters Score -8230468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -8188027.000000 Penalty: 5483.017578
	Iteration 0F: 3 clusters Score -8188027 nChanged 29532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -8204356.500000 Penalty: 5483.017578
	Iteration 1F: 3 clusters Score -8204356 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -8204764.000000 Penalty: 5483.017578
	Iteration 2Q: 3 clusters Score -8204764 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -8205175.500000 Penalty: 5483.017578
	Iteration 3Q: 3 clusters Score -8205176 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -8205477.500000 Penalty: 5483.017578
	Iteration 4Q: 3 clusters Score -8205478 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -8205801.500000 Penalty: 5483.017578
	Iteration 5Q: 3 clusters Score -8205802 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -8206134.000000 Penalty: 5483.017578
	Iteration 6Q: 3 clusters Score -8206134 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8206591.500000 Penalty: 5483.017578
	Iteration 7Q: 3 clusters Score -8206592 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -8207117.000000 Penalty: 5483.017578
	Iteration 8Q: 3 clusters Score -8207117 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -8207967.000000 Penalty: 5483.017578
	Iteration 9Q: 3 clusters Score -8207967 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8209227.500000 Penalty: 5483.017578
	Iteration 10Q: 3 clusters Score -8209228 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8210943.000000 Penalty: 5483.017578
	Iteration 11F: 3 clusters Score -8210943 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -8212953.000000 Penalty: 5483.017578
	Iteration 12F: 3 clusters Score -8212953 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -8215006.500000 Penalty: 5483.017578
	Iteration 13F: 3 clusters Score -8215006 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -8216566.000000 Penalty: 5483.017578
	Iteration 14F: 3 clusters Score -8216566 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -8217643.000000 Penalty: 5483.017578
	Iteration 15Q: 3 clusters Score -8217643 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -8218335.500000 Penalty: 5483.017578
	Iteration 16Q: 3 clusters Score -8218336 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -8218725.000000 Penalty: 5483.017578
	Iteration 17Q: 3 clusters Score -8218725 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -8218963.000000 Penalty: 5483.017578
	Iteration 18Q: 3 clusters Score -8218963 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -8219117.000000 Penalty: 5483.017578
	Iteration 19Q: 3 clusters Score -8219117 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -8219302.000000 Penalty: 5483.017578
	Iteration 20F: 3 clusters Score -8219302 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -8219458.500000 Penalty: 5483.017578
	Iteration 21Q: 3 clusters Score -8219458 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -8219609.500000 Penalty: 5483.017578
	Iteration 22Q: 3 clusters Score -8219610 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -8219848.500000 Penalty: 5483.017578
	Iteration 23Q: 3 clusters Score -8219848 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -8220122.500000 Penalty: 5483.017578
	Iteration 24Q: 3 clusters Score -8220122 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -8220555.000000 Penalty: 5483.017578
	Iteration 25Q: 3 clusters Score -8220555 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -8221197.500000 Penalty: 5483.017578
	Iteration 26Q: 3 clusters Score -8221198 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -8222108.000000 Penalty: 5483.017578
	Iteration 27Q: 3 clusters Score -8222108 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -8223452.500000 Penalty: 5483.017578
	Iteration 28Q: 3 clusters Score -8223452 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8225282.000000 Penalty: 5483.017578
	Iteration 29Q: 3 clusters Score -8225282 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -8226866.000000 Penalty: 5483.017578
	Iteration 30Q: 3 clusters Score -8226866 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8227601.000000 Penalty: 5483.017578
	Iteration 31Q: 3 clusters Score -8227601 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -8227883.000000 Penalty: 5483.017578
	Iteration 32Q: 3 clusters Score -8227883 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -8228025.000000 Penalty: 5483.017578
	Iteration 33Q: 3 clusters Score -8228025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8228084.500000 Penalty: 5483.017578
	Iteration 34Q: 3 clusters Score -8228084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -8228125.500000 Penalty: 5483.017578
	Iteration 35Q: 3 clusters Score -8228126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -8228153.500000 Penalty: 5483.017578
	Iteration 36Q: 3 clusters Score -8228154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -8228178.500000 Penalty: 5483.017578
	Iteration 37Q: 3 clusters Score -8228178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -8228202.000000 Penalty: 5483.017578
	Iteration 38Q: 3 clusters Score -8228202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -8228195.000000 Penalty: 5483.017578
	Iteration 39Q: 3 clusters Score -8228195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -8228229.000000 Penalty: 5483.017578
	Iteration 40F: 3 clusters Score -8228229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -8228265.000000 Penalty: 5483.017578
	Iteration 41Q: 3 clusters Score -8228265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8228286.000000 Penalty: 5483.017578
	Iteration 42Q: 3 clusters Score -8228286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -8228296.000000 Penalty: 5483.017578
	Iteration 43Q: 3 clusters Score -8228296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -8228296.000000 Penalty: 5483.017578
	Iteration 44Q: 3 clusters Score -8228296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -8228301.500000 Penalty: 5483.017578
	Iteration 45Q: 3 clusters Score -8228302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -8228308.000000 Penalty: 5483.017578
	Iteration 46Q: 3 clusters Score -8228308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8228312.500000 Penalty: 5483.017578
	Iteration 47Q: 3 clusters Score -8228312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8228317.500000 Penalty: 5483.017578
	Iteration 48Q: 3 clusters Score -8228318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -8228315.500000 Penalty: 5483.017578
	Iteration 49Q: 3 clusters Score -8228316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -8228313.500000 Penalty: 5483.017578
	Iteration 50Q: 3 clusters Score -8228314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -8228321.000000 Penalty: 5483.017578
	Iteration 51Q: 3 clusters Score -8228321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8228324.000000 Penalty: 5483.017578
	Iteration 52Q: 3 clusters Score -8228324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8228326.000000 Penalty: 5483.017578
	Iteration 53Q: 3 clusters Score -8228326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -8228330.500000 Penalty: 5483.017578
	Iteration 54Q: 3 clusters Score -8228330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -8228330.500000 Penalty: 5483.017578
	Iteration 55Q: 3 clusters Score -8228330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8228328.500000 Penalty: 5483.017578
	Iteration 56Q: 3 clusters Score -8228328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8228328.500000 Penalty: 5483.017578
	Iteration 57F: 3 clusters Score -8228328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -155669.656250 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -155669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -153534.468750 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -153534.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153978.625000 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -153978.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154236.796875 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -154236.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154506.234375 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -154506.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -154961.390625 Penalty: 3541.271484
	Iteration 4F: 3 clusters Score -154961.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155633.578125 Penalty: 3541.271484
	Iteration 5F: 3 clusters Score -155633.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155824.343750 Penalty: 3541.271484
	Iteration 6F: 3 clusters Score -155824.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -155952.890625 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -155952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156042.375000 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -156042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -156070.375000 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -156070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -156079.359375 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -156079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -156082.031250 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -156082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -156082.031250 Penalty: 3541.271484
	Iteration 12F: 3 clusters Score -156082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184034 members 
Mstep: Class 5 contains 146682 members 
Mstep: Class 6 contains 57606 members 
Mstep: Class 7 contains 63226 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 155569 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113651 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 160273 members 
Mstep: Class 16 contains 87896 members 
Mstep: Class 17 contains 76321 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 150002 members 
Mstep: Class 21 contains 137103 members 
Mstep: Class 22 contains 4267 members 
Entering Unmasked Estep 
Score: -180350896.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180352048.000000 to -180350896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (155569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Entering Unmasked Estep 
Score: -20945252.000000 Penalty: 2964.801514
	Iteration 0F: 2 clusters Score -2.094525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -20842370.000000 Penalty: 5929.603027
	Iteration 0F: 3 clusters Score -2.084237e+07 nChanged 74620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -20886004.000000 Penalty: 5929.603027
	Iteration 1F: 3 clusters Score -2.0886e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 80005 members 
Entering Unmasked Estep 
Score: -20887520.000000 Penalty: 5929.603027
	Iteration 2Q: 3 clusters Score -2.088752e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -20889588.000000 Penalty: 5929.603027
	Iteration 3Q: 3 clusters Score -2.088959e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -20893022.000000 Penalty: 5929.603027
	Iteration 4Q: 3 clusters Score -2.089302e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -20898826.000000 Penalty: 5929.603027
	Iteration 5F: 3 clusters Score -2.089883e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -20908072.000000 Penalty: 5929.603027
	Iteration 6F: 3 clusters Score -2.090807e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -20919186.000000 Penalty: 5929.603027
	Iteration 7F: 3 clusters Score -2.091919e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 102355 members 
Entering Unmasked Estep 
Score: -20927126.000000 Penalty: 5929.603027
	Iteration 8F: 3 clusters Score -2.092713e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 103765 members 
Entering Unmasked Estep 
Score: -20930236.000000 Penalty: 5929.603027
	Iteration 9Q: 3 clusters Score -2.093024e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -20931270.000000 Penalty: 5929.603027
	Iteration 10Q: 3 clusters Score -2.093127e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -20931764.000000 Penalty: 5929.603027
	Iteration 11Q: 3 clusters Score -2.093176e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -20932172.000000 Penalty: 5929.603027
	Iteration 12Q: 3 clusters Score -2.093217e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -20932382.000000 Penalty: 5929.603027
	Iteration 13Q: 3 clusters Score -2.093238e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -20932588.000000 Penalty: 5929.603027
	Iteration 14Q: 3 clusters Score -2.093259e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -20932728.000000 Penalty: 5929.603027
	Iteration 15Q: 3 clusters Score -2.093273e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -20932956.000000 Penalty: 5929.603027
	Iteration 16Q: 3 clusters Score -2.093296e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -20933116.000000 Penalty: 5929.603027
	Iteration 17Q: 3 clusters Score -2.093312e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -20933122.000000 Penalty: 5929.603027
	Iteration 18Q: 3 clusters Score -2.093312e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 108530 members 
Entering Unmasked Estep 
Score: -20933268.000000 Penalty: 5929.603027
	Iteration 19Q: 3 clusters Score -2.093327e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -20933372.000000 Penalty: 5929.603027
	Iteration 20F: 3 clusters Score -2.093337e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -20933392.000000 Penalty: 5929.603027
	Iteration 21Q: 3 clusters Score -2.093339e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -20933450.000000 Penalty: 5929.603027
	Iteration 22Q: 3 clusters Score -2.093345e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -20933486.000000 Penalty: 5929.603027
	Iteration 23Q: 3 clusters Score -2.093349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -20933590.000000 Penalty: 5929.603027
	Iteration 24Q: 3 clusters Score -2.093359e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -20933696.000000 Penalty: 5929.603027
	Iteration 25Q: 3 clusters Score -2.09337e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 110654 members 
Entering Unmasked Estep 
Score: -20933712.000000 Penalty: 5929.603027
	Iteration 26Q: 3 clusters Score -2.093371e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -20933806.000000 Penalty: 5929.603027
	Iteration 27Q: 3 clusters Score -2.093381e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -20933814.000000 Penalty: 5929.603027
	Iteration 28Q: 3 clusters Score -2.093381e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -20933868.000000 Penalty: 5929.603027
	Iteration 29Q: 3 clusters Score -2.093387e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 111697 members 
Entering Unmasked Estep 
Score: -20933956.000000 Penalty: 5929.603027
	Iteration 30Q: 3 clusters Score -2.093396e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -20933962.000000 Penalty: 5929.603027
	Iteration 31Q: 3 clusters Score -2.093396e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 112165 members 
Entering Unmasked Estep 
Score: -20933972.000000 Penalty: 5929.603027
	Iteration 32Q: 3 clusters Score -2.093397e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -20933984.000000 Penalty: 5929.603027
	Iteration 33Q: 3 clusters Score -2.093398e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -20933980.000000 Penalty: 5929.603027
	Iteration 34Q: 3 clusters Score -2.093398e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -20934020.000000 Penalty: 5929.603027
	Iteration 35Q: 3 clusters Score -2.093402e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -20934146.000000 Penalty: 5929.603027
	Iteration 36Q: 3 clusters Score -2.093415e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -20934142.000000 Penalty: 5929.603027
	Iteration 37Q: 3 clusters Score -2.093414e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 113588 members 
Entering Unmasked Estep 
Score: -20934174.000000 Penalty: 5929.603027
	Iteration 38Q: 3 clusters Score -2.093417e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -20934218.000000 Penalty: 5929.603027
	Iteration 39Q: 3 clusters Score -2.093422e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -20934238.000000 Penalty: 5929.603027
	Iteration 40F: 3 clusters Score -2.093424e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -20934246.000000 Penalty: 5929.603027
	Iteration 41Q: 3 clusters Score -2.093425e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -20934294.000000 Penalty: 5929.603027
	Iteration 42Q: 3 clusters Score -2.093429e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -20934320.000000 Penalty: 5929.603027
	Iteration 43Q: 3 clusters Score -2.093432e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -20934348.000000 Penalty: 5929.603027
	Iteration 44Q: 3 clusters Score -2.093435e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 115113 members 
Entering Unmasked Estep 
Score: -20934372.000000 Penalty: 5929.603027
	Iteration 45Q: 3 clusters Score -2.093437e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 115331 members 
Entering Unmasked Estep 
Score: -20934442.000000 Penalty: 5929.603027
	Iteration 46Q: 3 clusters Score -2.093444e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 115565 members 
Entering Unmasked Estep 
Score: -20934472.000000 Penalty: 5929.603027
	Iteration 47Q: 3 clusters Score -2.093447e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 115814 members 
Entering Unmasked Estep 
Score: -20934538.000000 Penalty: 5929.603027
	Iteration 48Q: 3 clusters Score -2.093454e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -20934612.000000 Penalty: 5929.603027
	Iteration 49Q: 3 clusters Score -2.093461e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -20934642.000000 Penalty: 5929.603027
	Iteration 50Q: 3 clusters Score -2.093464e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -20934670.000000 Penalty: 5929.603027
	Iteration 51Q: 3 clusters Score -2.093467e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -20934702.000000 Penalty: 5929.603027
	Iteration 52Q: 3 clusters Score -2.09347e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -20934762.000000 Penalty: 5929.603027
	Iteration 53Q: 3 clusters Score -2.093476e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -20934796.000000 Penalty: 5929.603027
	Iteration 54Q: 3 clusters Score -2.09348e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -20934818.000000 Penalty: 5929.603027
	Iteration 55Q: 3 clusters Score -2.093482e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -20934888.000000 Penalty: 5929.603027
	Iteration 56Q: 3 clusters Score -2.093489e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -20934954.000000 Penalty: 5929.603027
	Iteration 57Q: 3 clusters Score -2.093495e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -20934986.000000 Penalty: 5929.603027
	Iteration 58Q: 3 clusters Score -2.093499e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -20935004.000000 Penalty: 5929.603027
	Iteration 59Q: 3 clusters Score -2.0935e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -20935054.000000 Penalty: 5929.603027
	Iteration 60F: 3 clusters Score -2.093505e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -20935124.000000 Penalty: 5929.603027
	Iteration 61Q: 3 clusters Score -2.093512e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 119037 members 
Entering Unmasked Estep 
Score: -20935174.000000 Penalty: 5929.603027
	Iteration 62Q: 3 clusters Score -2.093517e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -20935218.000000 Penalty: 5929.603027
	Iteration 63Q: 3 clusters Score -2.093522e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 119560 members 
Entering Unmasked Estep 
Score: -20935338.000000 Penalty: 5929.603027
	Iteration 64Q: 3 clusters Score -2.093534e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -20935340.000000 Penalty: 5929.603027
	Iteration 65Q: 3 clusters Score -2.093534e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -20935394.000000 Penalty: 5929.603027
	Iteration 66Q: 3 clusters Score -2.093539e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -20935478.000000 Penalty: 5929.603027
	Iteration 67Q: 3 clusters Score -2.093548e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 120747 members 
Entering Unmasked Estep 
Score: -20935482.000000 Penalty: 5929.603027
	Iteration 68Q: 3 clusters Score -2.093548e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -20935528.000000 Penalty: 5929.603027
	Iteration 69Q: 3 clusters Score -2.093553e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -20935594.000000 Penalty: 5929.603027
	Iteration 70Q: 3 clusters Score -2.093559e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 121787 members 
Entering Unmasked Estep 
Score: -20935690.000000 Penalty: 5929.603027
	Iteration 71Q: 3 clusters Score -2.093569e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 122170 members 
Entering Unmasked Estep 
Score: -20935770.000000 Penalty: 5929.603027
	Iteration 72Q: 3 clusters Score -2.093577e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -20935800.000000 Penalty: 5929.603027
	Iteration 73Q: 3 clusters Score -2.09358e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -20935886.000000 Penalty: 5929.603027
	Iteration 74Q: 3 clusters Score -2.093589e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 123273 members 
Entering Unmasked Estep 
Score: -20936002.000000 Penalty: 5929.603027
	Iteration 75Q: 3 clusters Score -2.0936e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -20936076.000000 Penalty: 5929.603027
	Iteration 76Q: 3 clusters Score -2.093608e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -20936086.000000 Penalty: 5929.603027
	Iteration 77Q: 3 clusters Score -2.093609e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -20936260.000000 Penalty: 5929.603027
	Iteration 78Q: 3 clusters Score -2.093626e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -20936366.000000 Penalty: 5929.603027
	Iteration 79Q: 3 clusters Score -2.093637e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -20936394.000000 Penalty: 5929.603027
	Iteration 80F: 3 clusters Score -2.093639e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -20936498.000000 Penalty: 5929.603027
	Iteration 81Q: 3 clusters Score -2.09365e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -20936630.000000 Penalty: 5929.603027
	Iteration 82Q: 3 clusters Score -2.093663e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -20936632.000000 Penalty: 5929.603027
	Iteration 83Q: 3 clusters Score -2.093663e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 126703 members 
Entering Unmasked Estep 
Score: -20936634.000000 Penalty: 5929.603027
	Iteration 84Q: 3 clusters Score -2.093663e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -20936690.000000 Penalty: 5929.603027
	Iteration 85Q: 3 clusters Score -2.093669e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -20936850.000000 Penalty: 5929.603027
	Iteration 86Q: 3 clusters Score -2.093685e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -20936934.000000 Penalty: 5929.603027
	Iteration 87Q: 3 clusters Score -2.093693e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 128197 members 
Entering Unmasked Estep 
Score: -20937040.000000 Penalty: 5929.603027
	Iteration 88Q: 3 clusters Score -2.093704e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 128558 members 
Entering Unmasked Estep 
Score: -20937116.000000 Penalty: 5929.603027
	Iteration 89Q: 3 clusters Score -2.093712e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -20937178.000000 Penalty: 5929.603027
	Iteration 90Q: 3 clusters Score -2.093718e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 129323 members 
Entering Unmasked Estep 
Score: -20937264.000000 Penalty: 5929.603027
	Iteration 91Q: 3 clusters Score -2.093726e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -20937336.000000 Penalty: 5929.603027
	Iteration 92Q: 3 clusters Score -2.093734e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 130088 members 
Entering Unmasked Estep 
Score: -20937436.000000 Penalty: 5929.603027
	Iteration 93Q: 3 clusters Score -2.093744e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
Score: -20937544.000000 Penalty: 5929.603027
	Iteration 94Q: 3 clusters Score -2.093754e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -20937638.000000 Penalty: 5929.603027
	Iteration 95Q: 3 clusters Score -2.093764e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -20937796.000000 Penalty: 5929.603027
	Iteration 96Q: 3 clusters Score -2.09378e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -20937930.000000 Penalty: 5929.603027
	Iteration 97Q: 3 clusters Score -2.093793e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 132249 members 
Entering Unmasked Estep 
Score: -20938108.000000 Penalty: 5929.603027
	Iteration 98Q: 3 clusters Score -2.093811e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -20938180.000000 Penalty: 5929.603027
	Iteration 99Q: 3 clusters Score -2.093818e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -20938268.000000 Penalty: 5929.603027
	Iteration 100F: 3 clusters Score -2.093827e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 133550 members 
Entering Unmasked Estep 
Score: -20938378.000000 Penalty: 5929.603027
	Iteration 101Q: 3 clusters Score -2.093838e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -20938422.000000 Penalty: 5929.603027
	Iteration 102Q: 3 clusters Score -2.093842e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -20938522.000000 Penalty: 5929.603027
	Iteration 103Q: 3 clusters Score -2.093852e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -20938756.000000 Penalty: 5929.603027
	Iteration 104Q: 3 clusters Score -2.093876e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 135352 members 
Entering Unmasked Estep 
Score: -20939050.000000 Penalty: 5929.603027
	Iteration 105Q: 3 clusters Score -2.093905e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -20939324.000000 Penalty: 5929.603027
	Iteration 106Q: 3 clusters Score -2.093932e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -20939598.000000 Penalty: 5929.603027
	Iteration 107Q: 3 clusters Score -2.09396e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -20939926.000000 Penalty: 5929.603027
	Iteration 108Q: 3 clusters Score -2.093993e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -20940116.000000 Penalty: 5929.603027
	Iteration 109Q: 3 clusters Score -2.094012e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -20940448.000000 Penalty: 5929.603027
	Iteration 110Q: 3 clusters Score -2.094045e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -20940820.000000 Penalty: 5929.603027
	Iteration 111Q: 3 clusters Score -2.094082e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 141456 members 
Entering Unmasked Estep 
Score: -20941164.000000 Penalty: 5929.603027
	Iteration 112Q: 3 clusters Score -2.094116e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -20941508.000000 Penalty: 5929.603027
	Iteration 113Q: 3 clusters Score -2.094151e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -20941688.000000 Penalty: 5929.603027
	Iteration 114Q: 3 clusters Score -2.094169e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -20941990.000000 Penalty: 5929.603027
	Iteration 115Q: 3 clusters Score -2.094199e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -20942368.000000 Penalty: 5929.603027
	Iteration 116Q: 3 clusters Score -2.094237e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -20942642.000000 Penalty: 5929.603027
	Iteration 117Q: 3 clusters Score -2.094264e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -20942826.000000 Penalty: 5929.603027
	Iteration 118Q: 3 clusters Score -2.094283e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 149738 members 
Entering Unmasked Estep 
Score: -20942914.000000 Penalty: 5929.603027
	Iteration 119Q: 3 clusters Score -2.094291e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -20943054.000000 Penalty: 5929.603027
	Iteration 120F: 3 clusters Score -2.094305e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -20943210.000000 Penalty: 5929.603027
	Iteration 121Q: 3 clusters Score -2.094321e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -20943284.000000 Penalty: 5929.603027
	Iteration 122Q: 3 clusters Score -2.094328e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -20943276.000000 Penalty: 5929.603027
	Iteration 123Q: 3 clusters Score -2.094328e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -20943272.000000 Penalty: 5929.603027
	Iteration 124Q: 3 clusters Score -2.094327e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -20943292.000000 Penalty: 5929.603027
	Iteration 125Q: 3 clusters Score -2.094329e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -20943290.000000 Penalty: 5929.603027
	Iteration 126Q: 3 clusters Score -2.094329e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -20943298.000000 Penalty: 5929.603027
	Iteration 127Q: 3 clusters Score -2.09433e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -20943324.000000 Penalty: 5929.603027
	Iteration 128Q: 3 clusters Score -2.094332e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 153757 members 
Entering Unmasked Estep 
Score: -20943292.000000 Penalty: 5929.603027
	Iteration 129Q: 3 clusters Score -2.094329e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -20943248.000000 Penalty: 5929.603027
	Iteration 130Q: 3 clusters Score -2.094325e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -20943274.000000 Penalty: 5929.603027
	Iteration 131Q: 3 clusters Score -2.094327e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -20943308.000000 Penalty: 5929.603027
	Iteration 132Q: 3 clusters Score -2.094331e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -20943316.000000 Penalty: 5929.603027
	Iteration 133Q: 3 clusters Score -2.094332e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 154193 members 
Entering Unmasked Estep 
Score: -20943288.000000 Penalty: 5929.603027
	Iteration 134Q: 3 clusters Score -2.094329e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -20943240.000000 Penalty: 5929.603027
	Iteration 135Q: 3 clusters Score -2.094324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -20943244.000000 Penalty: 5929.603027
	Iteration 136Q: 3 clusters Score -2.094324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -20943230.000000 Penalty: 5929.603027
	Iteration 137Q: 3 clusters Score -2.094323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 154389 members 
Entering Unmasked Estep 
Score: -20943236.000000 Penalty: 5929.603027
	Iteration 138Q: 3 clusters Score -2.094324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -20943236.000000 Penalty: 5929.603027
	Iteration 139Q: 3 clusters Score -2.094324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -20943256.000000 Penalty: 5929.603027
	Iteration 140F: 3 clusters Score -2.094326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 154467 members 
Entering Unmasked Estep 
Score: -20943266.000000 Penalty: 5929.603027
	Iteration 141Q: 3 clusters Score -2.094327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -20943276.000000 Penalty: 5929.603027
	Iteration 142Q: 3 clusters Score -2.094328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -20943266.000000 Penalty: 5929.603027
	Iteration 143Q: 3 clusters Score -2.094327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -20943230.000000 Penalty: 5929.603027
	Iteration 144Q: 3 clusters Score -2.094323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -20943244.000000 Penalty: 5929.603027
	Iteration 145Q: 3 clusters Score -2.094324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -20943246.000000 Penalty: 5929.603027
	Iteration 146Q: 3 clusters Score -2.094325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -20943252.000000 Penalty: 5929.603027
	Iteration 147Q: 3 clusters Score -2.094325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -20943262.000000 Penalty: 5929.603027
	Iteration 148Q: 3 clusters Score -2.094326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -20943262.000000 Penalty: 5929.603027
	Iteration 149Q: 3 clusters Score -2.094326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 154562 members 
Entering Unmasked Estep 
Score: -20943244.000000 Penalty: 5929.603027
	Iteration 150Q: 3 clusters Score -2.094324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 154572 members 
Entering Unmasked Estep 
Score: -20943256.000000 Penalty: 5929.603027
	Iteration 151Q: 3 clusters Score -2.094326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 154581 members 
Entering Unmasked Estep 
Score: -20943254.000000 Penalty: 5929.603027
	Iteration 152Q: 3 clusters Score -2.094325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -20943256.000000 Penalty: 5929.603027
	Iteration 153Q: 3 clusters Score -2.094326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -20943242.000000 Penalty: 5929.603027
	Iteration 154Q: 3 clusters Score -2.094324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -20943226.000000 Penalty: 5929.603027
	Iteration 155Q: 3 clusters Score -2.094323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -20943202.000000 Penalty: 5929.603027
	Iteration 156Q: 3 clusters Score -2.09432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -20943222.000000 Penalty: 5929.603027
	Iteration 157Q: 3 clusters Score -2.094322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -20943210.000000 Penalty: 5929.603027
	Iteration 158Q: 3 clusters Score -2.094321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 154623 members 
Entering Unmasked Estep 
Score: -20943194.000000 Penalty: 5929.603027
	Iteration 159Q: 3 clusters Score -2.094319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -20943214.000000 Penalty: 5929.603027
	Iteration 160F: 3 clusters Score -2.094321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -20943214.000000 Penalty: 5929.603027
	Iteration 161Q: 3 clusters Score -2.094321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -20943218.000000 Penalty: 5929.603027
	Iteration 162Q: 3 clusters Score -2.094322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 154646 members 
Entering Unmasked Estep 
Score: -20943192.000000 Penalty: 5929.603027
	Iteration 163Q: 3 clusters Score -2.094319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -20943194.000000 Penalty: 5929.603027
	Iteration 164Q: 3 clusters Score -2.094319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -20943198.000000 Penalty: 5929.603027
	Iteration 165Q: 3 clusters Score -2.09432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 154664 members 
Entering Unmasked Estep 
Score: -20943206.000000 Penalty: 5929.603027
	Iteration 166Q: 3 clusters Score -2.094321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -20943196.000000 Penalty: 5929.603027
	Iteration 167Q: 3 clusters Score -2.09432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -20943188.000000 Penalty: 5929.603027
	Iteration 168Q: 3 clusters Score -2.094319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -20943188.000000 Penalty: 5929.603027
	Iteration 169F: 3 clusters Score -2.094319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -415894.562500 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -415894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412660.250000 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -412660.2 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -413267.843750 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -413267.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -413395.218750 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -413395.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -413468.781250 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -413468.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -413510.281250 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -413510.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -413538.281250 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -413538.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -413557.062500 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -413557.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -413573.812500 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -413573.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -413586.812500 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -413586.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -413597.968750 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -413598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -413606.593750 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -413606.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -413613.093750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -413613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -413619.375000 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -413619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -413626.437500 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -413626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -413630.781250 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -413630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -413635.812500 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -413635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -413640.375000 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -413640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -413643.812500 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -413643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413645.250000 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -413645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413649.906250 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -413649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -413652.375000 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -413652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -413655.875000 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -413655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -413659.468750 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -413659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -413663.125000 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -413663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -413666.187500 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -413666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -413668.187500 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -413668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -413668.531250 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -413668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -413670.562500 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -413670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -413672.250000 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -413672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413673.875000 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -413673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413673.718750 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -413673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -413674.812500 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -413674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -413674.968750 Penalty: 3963.158203
	Iteration 32Q: 3 clusters Score -413675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -413676.031250 Penalty: 3963.158203
	Iteration 33Q: 3 clusters Score -413676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -413676.906250 Penalty: 3963.158203
	Iteration 34Q: 3 clusters Score -413676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -413677.843750 Penalty: 3963.158203
	Iteration 35Q: 3 clusters Score -413677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -413679.187500 Penalty: 3963.158203
	Iteration 36Q: 3 clusters Score -413679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -413679.781250 Penalty: 3963.158203
	Iteration 37Q: 3 clusters Score -413679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -413680.156250 Penalty: 3963.158203
	Iteration 38Q: 3 clusters Score -413680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413682.000000 Penalty: 3963.158203
	Iteration 39Q: 3 clusters Score -413682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -413684.187500 Penalty: 3963.158203
	Iteration 40F: 3 clusters Score -413684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -413685.250000 Penalty: 3963.158203
	Iteration 41Q: 3 clusters Score -413685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -413687.906250 Penalty: 3963.158203
	Iteration 42Q: 3 clusters Score -413687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -413689.031250 Penalty: 3963.158203
	Iteration 43Q: 3 clusters Score -413689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -413689.468750 Penalty: 3963.158203
	Iteration 44Q: 3 clusters Score -413689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -413689.656250 Penalty: 3963.158203
	Iteration 45Q: 3 clusters Score -413689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -413689.781250 Penalty: 3963.158203
	Iteration 46Q: 3 clusters Score -413689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -413689.781250 Penalty: 3963.158203
	Iteration 47F: 3 clusters Score -413689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -600356.437500 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -600356.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -596025.875000 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -596025.9 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -597061.312500 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -597061.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -597257.500000 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -597257.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -597370.437500 Penalty: 4194.048340
	Iteration 3Q: 3 clusters Score -597370.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -597438.812500 Penalty: 4194.048340
	Iteration 4Q: 3 clusters Score -597438.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597490.062500 Penalty: 4194.048340
	Iteration 5Q: 3 clusters Score -597490.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -597534.125000 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -597534.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -597592.437500 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -597592.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -597659.062500 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -597659.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -597731.437500 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -597731.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -597794.437500 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -597794.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -597862.750000 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -597862.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -597941.250000 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -597941.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -598017.687500 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -598017.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -598080.187500 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -598080.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -598147.062500 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -598147.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -598212.812500 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -598212.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -598297.625000 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -598297.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -598385.000000 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -598385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -598467.437500 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -598467.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -598545.437500 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -598545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -598618.937500 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -598618.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -598668.437500 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -598668.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -598700.250000 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -598700.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -598735.562500 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -598735.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -598762.000000 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -598762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -598784.125000 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -598784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -598795.437500 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -598795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -598802.812500 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -598802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -598811.625000 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -598811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -598817.812500 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -598817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -598822.937500 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -598822.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -598826.062500 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -598826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -598829.500000 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -598829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -598830.187500 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -598830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -598831.500000 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -598831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -598834.375000 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -598834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -598834.375000 Penalty: 4194.048340
	Iteration 37F: 3 clusters Score -598834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -342190.718750 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -342190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -339214.312500 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -339214.3 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -339781.218750 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -339781.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -339907.000000 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -339907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -339961.500000 Penalty: 3894.230957
	Iteration 3Q: 3 clusters Score -339961.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -339991.125000 Penalty: 3894.230957
	Iteration 4Q: 3 clusters Score -339991.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -340015.406250 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -340015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -340039.250000 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -340039.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -340066.437500 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -340066.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340090.250000 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -340090.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -340108.187500 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -340108.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -340119.125000 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -340119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -340126.906250 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -340126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -340130.343750 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -340130.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -340135.343750 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -340135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -340142.843750 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -340142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -340148.593750 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -340148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -340158.125000 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -340158.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -340167.937500 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -340167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -340174.968750 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -340175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -340180.593750 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -340180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -340186.093750 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -340186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -340191.781250 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -340191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -340200.062500 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -340200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -340211.031250 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -340211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -340229.187500 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -340229.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -340241.312500 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -340241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -340250.375000 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -340250.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340256.937500 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -340256.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -340264.031250 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -340264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -340269.593750 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -340269.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -340274.437500 Penalty: 3894.230957
	Iteration 30Q: 3 clusters Score -340274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -340276.562500 Penalty: 3894.230957
	Iteration 31Q: 3 clusters Score -340276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340279.843750 Penalty: 3894.230957
	Iteration 32Q: 3 clusters Score -340279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340282.406250 Penalty: 3894.230957
	Iteration 33Q: 3 clusters Score -340282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340285.218750 Penalty: 3894.230957
	Iteration 34Q: 3 clusters Score -340285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -340287.968750 Penalty: 3894.230957
	Iteration 35Q: 3 clusters Score -340288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -340290.437500 Penalty: 3894.230957
	Iteration 36Q: 3 clusters Score -340290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -340293.781250 Penalty: 3894.230957
	Iteration 37Q: 3 clusters Score -340293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -340295.218750 Penalty: 3894.230957
	Iteration 38Q: 3 clusters Score -340295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -340297.437500 Penalty: 3894.230957
	Iteration 39Q: 3 clusters Score -340297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -340299.062500 Penalty: 3894.230957
	Iteration 40F: 3 clusters Score -340299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -340300.593750 Penalty: 3894.230957
	Iteration 41Q: 3 clusters Score -340300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -340304.343750 Penalty: 3894.230957
	Iteration 42Q: 3 clusters Score -340304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -340308.218750 Penalty: 3894.230957
	Iteration 43Q: 3 clusters Score -340308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -340312.625000 Penalty: 3894.230957
	Iteration 44Q: 3 clusters Score -340312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340316.500000 Penalty: 3894.230957
	Iteration 45Q: 3 clusters Score -340316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -340318.156250 Penalty: 3894.230957
	Iteration 46Q: 3 clusters Score -340318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -340320.781250 Penalty: 3894.230957
	Iteration 47Q: 3 clusters Score -340320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -340323.718750 Penalty: 3894.230957
	Iteration 48Q: 3 clusters Score -340323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -340325.593750 Penalty: 3894.230957
	Iteration 49Q: 3 clusters Score -340325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -340327.875000 Penalty: 3894.230957
	Iteration 50Q: 3 clusters Score -340327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -340330.750000 Penalty: 3894.230957
	Iteration 51Q: 3 clusters Score -340330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -340333.375000 Penalty: 3894.230957
	Iteration 52Q: 3 clusters Score -340333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -340334.312500 Penalty: 3894.230957
	Iteration 53Q: 3 clusters Score -340334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -340335.531250 Penalty: 3894.230957
	Iteration 54Q: 3 clusters Score -340335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -340337.593750 Penalty: 3894.230957
	Iteration 55Q: 3 clusters Score -340337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -340340.625000 Penalty: 3894.230957
	Iteration 56Q: 3 clusters Score -340340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -340343.250000 Penalty: 3894.230957
	Iteration 57Q: 3 clusters Score -340343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -340345.406250 Penalty: 3894.230957
	Iteration 58Q: 3 clusters Score -340345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -340347.656250 Penalty: 3894.230957
	Iteration 59Q: 3 clusters Score -340347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -340350.312500 Penalty: 3894.230957
	Iteration 60F: 3 clusters Score -340350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -340352.812500 Penalty: 3894.230957
	Iteration 61Q: 3 clusters Score -340352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -340353.906250 Penalty: 3894.230957
	Iteration 62Q: 3 clusters Score -340353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -340353.375000 Penalty: 3894.230957
	Iteration 63Q: 3 clusters Score -340353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -340354.218750 Penalty: 3894.230957
	Iteration 64Q: 3 clusters Score -340354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -340354.093750 Penalty: 3894.230957
	Iteration 65Q: 3 clusters Score -340354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -340355.687500 Penalty: 3894.230957
	Iteration 66Q: 3 clusters Score -340355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -340356.531250 Penalty: 3894.230957
	Iteration 67Q: 3 clusters Score -340356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -340358.750000 Penalty: 3894.230957
	Iteration 68Q: 3 clusters Score -340358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -340360.656250 Penalty: 3894.230957
	Iteration 69Q: 3 clusters Score -340360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -340362.781250 Penalty: 3894.230957
	Iteration 70Q: 3 clusters Score -340362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -340365.593750 Penalty: 3894.230957
	Iteration 71Q: 3 clusters Score -340365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -340367.968750 Penalty: 3894.230957
	Iteration 72Q: 3 clusters Score -340368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -340373.187500 Penalty: 3894.230957
	Iteration 73Q: 3 clusters Score -340373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -340376.906250 Penalty: 3894.230957
	Iteration 74Q: 3 clusters Score -340376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -340379.031250 Penalty: 3894.230957
	Iteration 75Q: 3 clusters Score -340379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340380.468750 Penalty: 3894.230957
	Iteration 76Q: 3 clusters Score -340380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340382.500000 Penalty: 3894.230957
	Iteration 77Q: 3 clusters Score -340382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -340385.093750 Penalty: 3894.230957
	Iteration 78Q: 3 clusters Score -340385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -340387.312500 Penalty: 3894.230957
	Iteration 79Q: 3 clusters Score -340387.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -340390.812500 Penalty: 3894.230957
	Iteration 80F: 3 clusters Score -340390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -340394.156250 Penalty: 3894.230957
	Iteration 81Q: 3 clusters Score -340394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -340398.593750 Penalty: 3894.230957
	Iteration 82Q: 3 clusters Score -340398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -340402.500000 Penalty: 3894.230957
	Iteration 83Q: 3 clusters Score -340402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340407.375000 Penalty: 3894.230957
	Iteration 84Q: 3 clusters Score -340407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -340412.875000 Penalty: 3894.230957
	Iteration 85Q: 3 clusters Score -340412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -340419.125000 Penalty: 3894.230957
	Iteration 86Q: 3 clusters Score -340419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -340420.531250 Penalty: 3894.230957
	Iteration 87Q: 3 clusters Score -340420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -340420.125000 Penalty: 3894.230957
	Iteration 88Q: 3 clusters Score -340420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -340420.125000 Penalty: 3894.230957
	Iteration 89F: 3 clusters Score -340420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Entering Unmasked Estep 
Score: -15350561.000000 Penalty: 2886.939941
	Iteration 0F: 2 clusters Score -1.535056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -15274888.000000 Penalty: 5773.879883
	Iteration 0F: 3 clusters Score -1.527489e+07 nChanged 53987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -15305384.000000 Penalty: 5773.879883
	Iteration 1F: 3 clusters Score -1.530538e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -15306060.000000 Penalty: 5773.879883
	Iteration 2Q: 3 clusters Score -1.530606e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -15306864.000000 Penalty: 5773.879883
	Iteration 3Q: 3 clusters Score -1.530686e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -15307659.000000 Penalty: 5773.879883
	Iteration 4Q: 3 clusters Score -1.530766e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -15308908.000000 Penalty: 5773.879883
	Iteration 5Q: 3 clusters Score -1.530891e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -15310625.000000 Penalty: 5773.879883
	Iteration 6Q: 3 clusters Score -1.531062e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -15313074.000000 Penalty: 5773.879883
	Iteration 7Q: 3 clusters Score -1.531307e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -15316607.000000 Penalty: 5773.879883
	Iteration 8F: 3 clusters Score -1.531661e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -15320984.000000 Penalty: 5773.879883
	Iteration 9F: 3 clusters Score -1.532098e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -15326233.000000 Penalty: 5773.879883
	Iteration 10F: 3 clusters Score -1.532623e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -15331852.000000 Penalty: 5773.879883
	Iteration 11F: 3 clusters Score -1.533185e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -15336914.000000 Penalty: 5773.879883
	Iteration 12F: 3 clusters Score -1.533691e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -15340863.000000 Penalty: 5773.879883
	Iteration 13Q: 3 clusters Score -1.534086e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -15343546.000000 Penalty: 5773.879883
	Iteration 14Q: 3 clusters Score -1.534355e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -15345243.000000 Penalty: 5773.879883
	Iteration 15Q: 3 clusters Score -1.534524e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -15346393.000000 Penalty: 5773.879883
	Iteration 16Q: 3 clusters Score -1.534639e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -15347021.000000 Penalty: 5773.879883
	Iteration 17Q: 3 clusters Score -1.534702e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15347359.000000 Penalty: 5773.879883
	Iteration 18Q: 3 clusters Score -1.534736e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15347621.000000 Penalty: 5773.879883
	Iteration 19Q: 3 clusters Score -1.534762e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15347777.000000 Penalty: 5773.879883
	Iteration 20F: 3 clusters Score -1.534778e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15347858.000000 Penalty: 5773.879883
	Iteration 21Q: 3 clusters Score -1.534786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15347928.000000 Penalty: 5773.879883
	Iteration 22Q: 3 clusters Score -1.534793e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -15347962.000000 Penalty: 5773.879883
	Iteration 23Q: 3 clusters Score -1.534796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15347969.000000 Penalty: 5773.879883
	Iteration 24Q: 3 clusters Score -1.534797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15347986.000000 Penalty: 5773.879883
	Iteration 25Q: 3 clusters Score -1.534799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -15348023.000000 Penalty: 5773.879883
	Iteration 26Q: 3 clusters Score -1.534802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15348037.000000 Penalty: 5773.879883
	Iteration 27Q: 3 clusters Score -1.534804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15348039.000000 Penalty: 5773.879883
	Iteration 28Q: 3 clusters Score -1.534804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15348050.000000 Penalty: 5773.879883
	Iteration 29Q: 3 clusters Score -1.534805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15348058.000000 Penalty: 5773.879883
	Iteration 30Q: 3 clusters Score -1.534806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15348070.000000 Penalty: 5773.879883
	Iteration 31Q: 3 clusters Score -1.534807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15348079.000000 Penalty: 5773.879883
	Iteration 32Q: 3 clusters Score -1.534808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15348066.000000 Penalty: 5773.879883
	Iteration 33Q: 3 clusters Score -1.534807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15348081.000000 Penalty: 5773.879883
	Iteration 34Q: 3 clusters Score -1.534808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15348076.000000 Penalty: 5773.879883
	Iteration 35Q: 3 clusters Score -1.534808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15348089.000000 Penalty: 5773.879883
	Iteration 36Q: 3 clusters Score -1.534809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112883 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -15348086.000000 Penalty: 5773.879883
	Iteration 37Q: 3 clusters Score -1.534809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112889 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15348091.000000 Penalty: 5773.879883
	Iteration 38Q: 3 clusters Score -1.534809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15348082.000000 Penalty: 5773.879883
	Iteration 39Q: 3 clusters Score -1.534808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15348091.000000 Penalty: 5773.879883
	Iteration 40F: 3 clusters Score -1.534809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15348103.000000 Penalty: 5773.879883
	Iteration 41Q: 3 clusters Score -1.53481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15348093.000000 Penalty: 5773.879883
	Iteration 42Q: 3 clusters Score -1.534809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112921 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15348105.000000 Penalty: 5773.879883
	Iteration 43Q: 3 clusters Score -1.53481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112926 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15348118.000000 Penalty: 5773.879883
	Iteration 44Q: 3 clusters Score -1.534812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15348114.000000 Penalty: 5773.879883
	Iteration 45Q: 3 clusters Score -1.534811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -15348108.000000 Penalty: 5773.879883
	Iteration 46Q: 3 clusters Score -1.534811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15348108.000000 Penalty: 5773.879883
	Iteration 47Q: 3 clusters Score -1.534811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15348112.000000 Penalty: 5773.879883
	Iteration 48Q: 3 clusters Score -1.534811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15348107.000000 Penalty: 5773.879883
	Iteration 49Q: 3 clusters Score -1.534811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15348112.000000 Penalty: 5773.879883
	Iteration 50Q: 3 clusters Score -1.534811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15348103.000000 Penalty: 5773.879883
	Iteration 51Q: 3 clusters Score -1.53481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15348111.000000 Penalty: 5773.879883
	Iteration 52Q: 3 clusters Score -1.534811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15348112.000000 Penalty: 5773.879883
	Iteration 53Q: 3 clusters Score -1.534811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15348108.000000 Penalty: 5773.879883
	Iteration 54Q: 3 clusters Score -1.534811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15348105.000000 Penalty: 5773.879883
	Iteration 55Q: 3 clusters Score -1.53481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15348105.000000 Penalty: 5773.879883
	Iteration 56F: 3 clusters Score -1.53481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160273 members 
Entering Unmasked Estep 
Score: -21477476.000000 Penalty: 2972.189209
	Iteration 0F: 2 clusters Score -2.147748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -21371878.000000 Penalty: 5944.378418
	Iteration 0F: 3 clusters Score -2.137188e+07 nChanged 76765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -21416446.000000 Penalty: 5944.378418
	Iteration 1F: 3 clusters Score -2.141645e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -21417350.000000 Penalty: 5944.378418
	Iteration 2Q: 3 clusters Score -2.141735e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -21418534.000000 Penalty: 5944.378418
	Iteration 3Q: 3 clusters Score -2.141853e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -21420538.000000 Penalty: 5944.378418
	Iteration 4Q: 3 clusters Score -2.142054e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -21423718.000000 Penalty: 5944.378418
	Iteration 5Q: 3 clusters Score -2.142372e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -21429870.000000 Penalty: 5944.378418
	Iteration 6F: 3 clusters Score -2.142987e+07 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -21441324.000000 Penalty: 5944.378418
	Iteration 7F: 3 clusters Score -2.144132e+07 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140281 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -21456400.000000 Penalty: 5944.378418
	Iteration 8F: 3 clusters Score -2.14564e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -21467860.000000 Penalty: 5944.378418
	Iteration 9F: 3 clusters Score -2.146786e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -21472880.000000 Penalty: 5944.378418
	Iteration 10Q: 3 clusters Score -2.147288e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159591 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21474160.000000 Penalty: 5944.378418
	Iteration 11Q: 3 clusters Score -2.147416e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21474546.000000 Penalty: 5944.378418
	Iteration 12Q: 3 clusters Score -2.147455e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21474676.000000 Penalty: 5944.378418
	Iteration 13Q: 3 clusters Score -2.147468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21474724.000000 Penalty: 5944.378418
	Iteration 14Q: 3 clusters Score -2.147472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21474746.000000 Penalty: 5944.378418
	Iteration 15Q: 3 clusters Score -2.147475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21474764.000000 Penalty: 5944.378418
	Iteration 16Q: 3 clusters Score -2.147476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21474764.000000 Penalty: 5944.378418
	Iteration 17Q: 3 clusters Score -2.147476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21474770.000000 Penalty: 5944.378418
	Iteration 18Q: 3 clusters Score -2.147477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21474788.000000 Penalty: 5944.378418
	Iteration 19Q: 3 clusters Score -2.147479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21474794.000000 Penalty: 5944.378418
	Iteration 20F: 3 clusters Score -2.147479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21474808.000000 Penalty: 5944.378418
	Iteration 21Q: 3 clusters Score -2.147481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21474812.000000 Penalty: 5944.378418
	Iteration 22Q: 3 clusters Score -2.147481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21474822.000000 Penalty: 5944.378418
	Iteration 23Q: 3 clusters Score -2.147482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21474848.000000 Penalty: 5944.378418
	Iteration 24Q: 3 clusters Score -2.147485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21474840.000000 Penalty: 5944.378418
	Iteration 25Q: 3 clusters Score -2.147484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21474840.000000 Penalty: 5944.378418
	Iteration 26F: 3 clusters Score -2.147484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Entering Unmasked Estep 
Score: -11928867.000000 Penalty: 2823.209473
	Iteration 0F: 2 clusters Score -1.192887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11870141.000000 Penalty: 5646.418945
	Iteration 0F: 3 clusters Score -1.187014e+07 nChanged 41503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -11893621.000000 Penalty: 5646.418945
	Iteration 1F: 3 clusters Score -1.189362e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -11894363.000000 Penalty: 5646.418945
	Iteration 2Q: 3 clusters Score -1.189436e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -11895238.000000 Penalty: 5646.418945
	Iteration 3Q: 3 clusters Score -1.189524e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -11896330.000000 Penalty: 5646.418945
	Iteration 4Q: 3 clusters Score -1.189633e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -11897919.000000 Penalty: 5646.418945
	Iteration 5Q: 3 clusters Score -1.189792e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -11900495.000000 Penalty: 5646.418945
	Iteration 6F: 3 clusters Score -1.19005e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -11904784.000000 Penalty: 5646.418945
	Iteration 7F: 3 clusters Score -1.190478e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -11910464.000000 Penalty: 5646.418945
	Iteration 8F: 3 clusters Score -1.191046e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -11916045.000000 Penalty: 5646.418945
	Iteration 9F: 3 clusters Score -1.191604e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -11920406.000000 Penalty: 5646.418945
	Iteration 10F: 3 clusters Score -1.192041e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -11923218.000000 Penalty: 5646.418945
	Iteration 11Q: 3 clusters Score -1.192322e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -11924838.000000 Penalty: 5646.418945
	Iteration 12Q: 3 clusters Score -1.192484e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -11925543.000000 Penalty: 5646.418945
	Iteration 13Q: 3 clusters Score -1.192554e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -11925903.000000 Penalty: 5646.418945
	Iteration 14Q: 3 clusters Score -1.19259e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -11926064.000000 Penalty: 5646.418945
	Iteration 15Q: 3 clusters Score -1.192606e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -11926201.000000 Penalty: 5646.418945
	Iteration 16Q: 3 clusters Score -1.19262e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -11926282.000000 Penalty: 5646.418945
	Iteration 17Q: 3 clusters Score -1.192628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -11926320.000000 Penalty: 5646.418945
	Iteration 18Q: 3 clusters Score -1.192632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -11926338.000000 Penalty: 5646.418945
	Iteration 19Q: 3 clusters Score -1.192634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -11926361.000000 Penalty: 5646.418945
	Iteration 20F: 3 clusters Score -1.192636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -11926360.000000 Penalty: 5646.418945
	Iteration 21Q: 3 clusters Score -1.192636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -11926358.000000 Penalty: 5646.418945
	Iteration 22Q: 3 clusters Score -1.192636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -11926364.000000 Penalty: 5646.418945
	Iteration 23Q: 3 clusters Score -1.192636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -11926366.000000 Penalty: 5646.418945
	Iteration 24Q: 3 clusters Score -1.192637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -11926367.000000 Penalty: 5646.418945
	Iteration 25Q: 3 clusters Score -1.192637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -11926379.000000 Penalty: 5646.418945
	Iteration 26Q: 3 clusters Score -1.192638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -11926378.000000 Penalty: 5646.418945
	Iteration 27Q: 3 clusters Score -1.192638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -11926379.000000 Penalty: 5646.418945
	Iteration 28Q: 3 clusters Score -1.192638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -11926385.000000 Penalty: 5646.418945
	Iteration 29Q: 3 clusters Score -1.192638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11926392.000000 Penalty: 5646.418945
	Iteration 30Q: 3 clusters Score -1.192639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -11926400.000000 Penalty: 5646.418945
	Iteration 31Q: 3 clusters Score -1.19264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11926405.000000 Penalty: 5646.418945
	Iteration 32Q: 3 clusters Score -1.19264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -11926405.000000 Penalty: 5646.418945
	Iteration 33Q: 3 clusters Score -1.19264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -11926402.000000 Penalty: 5646.418945
	Iteration 34Q: 3 clusters Score -1.19264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -11926404.000000 Penalty: 5646.418945
	Iteration 35Q: 3 clusters Score -1.19264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -11926405.000000 Penalty: 5646.418945
	Iteration 36Q: 3 clusters Score -1.19264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11926401.000000 Penalty: 5646.418945
	Iteration 37Q: 3 clusters Score -1.19264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -11926401.000000 Penalty: 5646.418945
	Iteration 38F: 3 clusters Score -1.19264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Entering Unmasked Estep 
Score: -10378784.000000 Penalty: 2788.190430
	Iteration 0F: 2 clusters Score -1.037878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -10327767.000000 Penalty: 5576.380859
	Iteration 0F: 3 clusters Score -1.032777e+07 nChanged 35808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -10348207.000000 Penalty: 5576.380859
	Iteration 1F: 3 clusters Score -1.034821e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -10348933.000000 Penalty: 5576.380859
	Iteration 2Q: 3 clusters Score -1.034893e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -10349867.000000 Penalty: 5576.380859
	Iteration 3Q: 3 clusters Score -1.034987e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -10350885.000000 Penalty: 5576.380859
	Iteration 4Q: 3 clusters Score -1.035088e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -10352647.000000 Penalty: 5576.380859
	Iteration 5Q: 3 clusters Score -1.035265e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -10355037.000000 Penalty: 5576.380859
	Iteration 6F: 3 clusters Score -1.035504e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -10358417.000000 Penalty: 5576.380859
	Iteration 7F: 3 clusters Score -1.035842e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -10362568.000000 Penalty: 5576.380859
	Iteration 8F: 3 clusters Score -1.036257e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -10366735.000000 Penalty: 5576.380859
	Iteration 9F: 3 clusters Score -1.036674e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -10370336.000000 Penalty: 5576.380859
	Iteration 10F: 3 clusters Score -1.037034e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -10372880.000000 Penalty: 5576.380859
	Iteration 11Q: 3 clusters Score -1.037288e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10374397.000000 Penalty: 5576.380859
	Iteration 12Q: 3 clusters Score -1.03744e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10375273.000000 Penalty: 5576.380859
	Iteration 13Q: 3 clusters Score -1.037527e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10375758.000000 Penalty: 5576.380859
	Iteration 14Q: 3 clusters Score -1.037576e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10375948.000000 Penalty: 5576.380859
	Iteration 15Q: 3 clusters Score -1.037595e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10376088.000000 Penalty: 5576.380859
	Iteration 16Q: 3 clusters Score -1.037609e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10376164.000000 Penalty: 5576.380859
	Iteration 17Q: 3 clusters Score -1.037616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10376220.000000 Penalty: 5576.380859
	Iteration 18Q: 3 clusters Score -1.037622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10376240.000000 Penalty: 5576.380859
	Iteration 19Q: 3 clusters Score -1.037624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10376268.000000 Penalty: 5576.380859
	Iteration 20F: 3 clusters Score -1.037627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10376295.000000 Penalty: 5576.380859
	Iteration 21Q: 3 clusters Score -1.03763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10376296.000000 Penalty: 5576.380859
	Iteration 22Q: 3 clusters Score -1.03763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10376317.000000 Penalty: 5576.380859
	Iteration 23Q: 3 clusters Score -1.037632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10376318.000000 Penalty: 5576.380859
	Iteration 24Q: 3 clusters Score -1.037632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10376341.000000 Penalty: 5576.380859
	Iteration 25Q: 3 clusters Score -1.037634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10376351.000000 Penalty: 5576.380859
	Iteration 26Q: 3 clusters Score -1.037635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10376358.000000 Penalty: 5576.380859
	Iteration 27Q: 3 clusters Score -1.037636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10376364.000000 Penalty: 5576.380859
	Iteration 28Q: 3 clusters Score -1.037636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10376359.000000 Penalty: 5576.380859
	Iteration 29Q: 3 clusters Score -1.037636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10376363.000000 Penalty: 5576.380859
	Iteration 30Q: 3 clusters Score -1.037636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10376366.000000 Penalty: 5576.380859
	Iteration 31Q: 3 clusters Score -1.037637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10376368.000000 Penalty: 5576.380859
	Iteration 32Q: 3 clusters Score -1.037637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10376368.000000 Penalty: 5576.380859
	Iteration 33F: 3 clusters Score -1.037637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37328.500000 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37328.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37505.328125 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37505.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37615.300781 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37615.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37723.175781 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -37723.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37850.527344 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37850.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37954.015625 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37954.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38046.871094 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -38046.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38112.015625 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38112.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38150.117188 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38150.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38195.207031 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38195.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38230.832031 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38230.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38238.812500 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38238.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38254.554688 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38254.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38270.726562 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -38270.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38283.097656 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -38283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38287.308594 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -38287.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38297.335938 Penalty: 2911.171387
	Iteration 16F: 3 clusters Score -38297.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38325.226562 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -38325.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38325.226562 Penalty: 2911.171387
	Iteration 18F: 3 clusters Score -38325.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Entering Unmasked Estep 
Score: -2595623.500000 Penalty: 2461.704102
	Iteration 0F: 2 clusters Score -2595624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2581297.000000 Penalty: 4923.408203
	Iteration 0F: 3 clusters Score -2581297 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2586028.500000 Penalty: 4923.408203
	Iteration 1F: 3 clusters Score -2586028 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2586561.750000 Penalty: 4923.408203
	Iteration 2F: 3 clusters Score -2586562 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2587249.000000 Penalty: 4923.408203
	Iteration 3F: 3 clusters Score -2587249 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2587986.000000 Penalty: 4923.408203
	Iteration 4F: 3 clusters Score -2587986 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2588694.250000 Penalty: 4923.408203
	Iteration 5F: 3 clusters Score -2588694 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2589333.250000 Penalty: 4923.408203
	Iteration 6F: 3 clusters Score -2589333 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2590011.250000 Penalty: 4923.408203
	Iteration 7F: 3 clusters Score -2590011 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2590730.000000 Penalty: 4923.408203
	Iteration 8F: 3 clusters Score -2590730 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2591446.000000 Penalty: 4923.408203
	Iteration 9F: 3 clusters Score -2591446 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2592143.500000 Penalty: 4923.408203
	Iteration 10F: 3 clusters Score -2592144 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2592795.000000 Penalty: 4923.408203
	Iteration 11Q: 3 clusters Score -2592795 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2593414.000000 Penalty: 4923.408203
	Iteration 12Q: 3 clusters Score -2593414 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2593953.500000 Penalty: 4923.408203
	Iteration 13Q: 3 clusters Score -2593954 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2594435.000000 Penalty: 4923.408203
	Iteration 14Q: 3 clusters Score -2594435 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2594774.000000 Penalty: 4923.408203
	Iteration 15Q: 3 clusters Score -2594774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2595030.000000 Penalty: 4923.408203
	Iteration 16Q: 3 clusters Score -2595030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2595205.250000 Penalty: 4923.408203
	Iteration 17Q: 3 clusters Score -2595205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2595379.500000 Penalty: 4923.408203
	Iteration 18Q: 3 clusters Score -2595380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2595534.250000 Penalty: 4923.408203
	Iteration 19Q: 3 clusters Score -2595534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2595633.750000 Penalty: 4923.408203
	Iteration 20F: 3 clusters Score -2595634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2595697.000000 Penalty: 4923.408203
	Iteration 21Q: 3 clusters Score -2595697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2595704.250000 Penalty: 4923.408203
	Iteration 22Q: 3 clusters Score -2595704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2595705.500000 Penalty: 4923.408203
	Iteration 23Q: 3 clusters Score -2595706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2595709.000000 Penalty: 4923.408203
	Iteration 24Q: 3 clusters Score -2595709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2595712.750000 Penalty: 4923.408203
	Iteration 25Q: 3 clusters Score -2595713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2595712.750000 Penalty: 4923.408203
	Iteration 26F: 3 clusters Score -2595713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184034 members 
Mstep: Class 5 contains 146682 members 
Mstep: Class 6 contains 57606 members 
Mstep: Class 7 contains 63226 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155569 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113651 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 160273 members 
Mstep: Class 16 contains 87896 members 
Mstep: Class 17 contains 76321 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 19663 members 
Mstep: Class 20 contains 150002 members 
Mstep: Class 21 contains 137103 members 
Mstep: Class 22 contains 4267 members 
Entering Unmasked Estep 
Score: -180350912.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180352048.000000 to -180350912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (150002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Entering Unmasked Estep 
Score: -20089614.000000 Penalty: 2955.764160
	Iteration 0F: 2 clusters Score -2.008961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -19990144.000000 Penalty: 5911.528320
	Iteration 0F: 3 clusters Score -1.999014e+07 nChanged 71703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -20031582.000000 Penalty: 5911.528320
	Iteration 1F: 3 clusters Score -2.003158e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -20032478.000000 Penalty: 5911.528320
	Iteration 2Q: 3 clusters Score -2.003248e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -20033322.000000 Penalty: 5911.528320
	Iteration 3Q: 3 clusters Score -2.003332e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -20034224.000000 Penalty: 5911.528320
	Iteration 4Q: 3 clusters Score -2.003422e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -20035674.000000 Penalty: 5911.528320
	Iteration 5Q: 3 clusters Score -2.003567e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -20038160.000000 Penalty: 5911.528320
	Iteration 6Q: 3 clusters Score -2.003816e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -20042946.000000 Penalty: 5911.528320
	Iteration 7F: 3 clusters Score -2.004295e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 110901 members 
Entering Unmasked Estep 
Score: -20051234.000000 Penalty: 5911.528320
	Iteration 8F: 3 clusters Score -2.005123e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -20063406.000000 Penalty: 5911.528320
	Iteration 9F: 3 clusters Score -2.006341e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 136983 members 
Entering Unmasked Estep 
Score: -20075658.000000 Penalty: 5911.528320
	Iteration 10F: 3 clusters Score -2.007566e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 145149 members 
Entering Unmasked Estep 
Score: -20082984.000000 Penalty: 5911.528320
	Iteration 11F: 3 clusters Score -2.008298e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -20085722.000000 Penalty: 5911.528320
	Iteration 12Q: 3 clusters Score -2.008572e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 149400 members 
Entering Unmasked Estep 
Score: -20086466.000000 Penalty: 5911.528320
	Iteration 13Q: 3 clusters Score -2.008647e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -20086758.000000 Penalty: 5911.528320
	Iteration 14Q: 3 clusters Score -2.008676e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -20086892.000000 Penalty: 5911.528320
	Iteration 15Q: 3 clusters Score -2.008689e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149726 members 
Entering Unmasked Estep 
Score: -20086954.000000 Penalty: 5911.528320
	Iteration 16Q: 3 clusters Score -2.008695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -20086990.000000 Penalty: 5911.528320
	Iteration 17Q: 3 clusters Score -2.008699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -20087008.000000 Penalty: 5911.528320
	Iteration 18Q: 3 clusters Score -2.008701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -20087028.000000 Penalty: 5911.528320
	Iteration 19Q: 3 clusters Score -2.008703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -20087030.000000 Penalty: 5911.528320
	Iteration 20F: 3 clusters Score -2.008703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 149760 members 
Entering Unmasked Estep 
Score: -20087042.000000 Penalty: 5911.528320
	Iteration 21Q: 3 clusters Score -2.008704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -20087054.000000 Penalty: 5911.528320
	Iteration 22Q: 3 clusters Score -2.008705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -20087054.000000 Penalty: 5911.528320
	Iteration 23Q: 3 clusters Score -2.008705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -20087050.000000 Penalty: 5911.528320
	Iteration 24Q: 3 clusters Score -2.008705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -20087050.000000 Penalty: 5911.528320
	Iteration 25Q: 3 clusters Score -2.008705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -20087058.000000 Penalty: 5911.528320
	Iteration 26Q: 3 clusters Score -2.008706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -20087068.000000 Penalty: 5911.528320
	Iteration 27Q: 3 clusters Score -2.008707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -20087056.000000 Penalty: 5911.528320
	Iteration 28Q: 3 clusters Score -2.008706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -20087062.000000 Penalty: 5911.528320
	Iteration 29Q: 3 clusters Score -2.008706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -20087062.000000 Penalty: 5911.528320
	Iteration 30Q: 3 clusters Score -2.008706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -20087072.000000 Penalty: 5911.528320
	Iteration 31Q: 3 clusters Score -2.008707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -20087078.000000 Penalty: 5911.528320
	Iteration 32Q: 3 clusters Score -2.008708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -20087094.000000 Penalty: 5911.528320
	Iteration 33Q: 3 clusters Score -2.008709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -20087086.000000 Penalty: 5911.528320
	Iteration 34Q: 3 clusters Score -2.008709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149764 members 
Entering Unmasked Estep 
Score: -20087088.000000 Penalty: 5911.528320
	Iteration 35Q: 3 clusters Score -2.008709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -20087094.000000 Penalty: 5911.528320
	Iteration 36Q: 3 clusters Score -2.008709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -20087092.000000 Penalty: 5911.528320
	Iteration 37Q: 3 clusters Score -2.008709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -20087092.000000 Penalty: 5911.528320
	Iteration 38F: 3 clusters Score -2.008709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Entering Unmasked Estep 
Score: -18439476.000000 Penalty: 2933.464844
	Iteration 0F: 2 clusters Score -1.843948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -18348056.000000 Penalty: 5866.929688
	Iteration 0F: 3 clusters Score -1.834806e+07 nChanged 65297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -18387600.000000 Penalty: 5866.929688
	Iteration 1F: 3 clusters Score -1.83876e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -18390010.000000 Penalty: 5866.929688
	Iteration 2Q: 3 clusters Score -1.839001e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -18393570.000000 Penalty: 5866.929688
	Iteration 3F: 3 clusters Score -1.839357e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -18398214.000000 Penalty: 5866.929688
	Iteration 4F: 3 clusters Score -1.839821e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -18404450.000000 Penalty: 5866.929688
	Iteration 5F: 3 clusters Score -1.840445e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -18411964.000000 Penalty: 5866.929688
	Iteration 6F: 3 clusters Score -1.841196e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -18418672.000000 Penalty: 5866.929688
	Iteration 7F: 3 clusters Score -1.841867e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -18422406.000000 Penalty: 5866.929688
	Iteration 8Q: 3 clusters Score -1.842241e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -18424224.000000 Penalty: 5866.929688
	Iteration 9Q: 3 clusters Score -1.842422e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -18425430.000000 Penalty: 5866.929688
	Iteration 10Q: 3 clusters Score -1.842543e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -18426462.000000 Penalty: 5866.929688
	Iteration 11Q: 3 clusters Score -1.842646e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -18427362.000000 Penalty: 5866.929688
	Iteration 12Q: 3 clusters Score -1.842736e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 106942 members 
Entering Unmasked Estep 
Score: -18428404.000000 Penalty: 5866.929688
	Iteration 13Q: 3 clusters Score -1.84284e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 109132 members 
Entering Unmasked Estep 
Score: -18429298.000000 Penalty: 5866.929688
	Iteration 14Q: 3 clusters Score -1.84293e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -18429936.000000 Penalty: 5866.929688
	Iteration 15Q: 3 clusters Score -1.842994e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 113197 members 
Entering Unmasked Estep 
Score: -18430640.000000 Penalty: 5866.929688
	Iteration 16Q: 3 clusters Score -1.843064e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -18431298.000000 Penalty: 5866.929688
	Iteration 17Q: 3 clusters Score -1.84313e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 117048 members 
Entering Unmasked Estep 
Score: -18431964.000000 Penalty: 5866.929688
	Iteration 18Q: 3 clusters Score -1.843196e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -18432584.000000 Penalty: 5866.929688
	Iteration 19Q: 3 clusters Score -1.843258e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -18433206.000000 Penalty: 5866.929688
	Iteration 20F: 3 clusters Score -1.843321e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -18433904.000000 Penalty: 5866.929688
	Iteration 21Q: 3 clusters Score -1.84339e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -18434460.000000 Penalty: 5866.929688
	Iteration 22Q: 3 clusters Score -1.843446e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -18434946.000000 Penalty: 5866.929688
	Iteration 23Q: 3 clusters Score -1.843495e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -18435418.000000 Penalty: 5866.929688
	Iteration 24Q: 3 clusters Score -1.843542e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 127423 members 
Entering Unmasked Estep 
Score: -18435806.000000 Penalty: 5866.929688
	Iteration 25Q: 3 clusters Score -1.843581e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 128376 members 
Entering Unmasked Estep 
Score: -18436122.000000 Penalty: 5866.929688
	Iteration 26Q: 3 clusters Score -1.843612e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -18436422.000000 Penalty: 5866.929688
	Iteration 27Q: 3 clusters Score -1.843642e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -18436616.000000 Penalty: 5866.929688
	Iteration 28Q: 3 clusters Score -1.843662e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 130501 members 
Entering Unmasked Estep 
Score: -18436808.000000 Penalty: 5866.929688
	Iteration 29Q: 3 clusters Score -1.843681e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -18436974.000000 Penalty: 5866.929688
	Iteration 30Q: 3 clusters Score -1.843697e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -18437084.000000 Penalty: 5866.929688
	Iteration 31Q: 3 clusters Score -1.843708e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 131816 members 
Entering Unmasked Estep 
Score: -18437198.000000 Penalty: 5866.929688
	Iteration 32Q: 3 clusters Score -1.84372e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -18437278.000000 Penalty: 5866.929688
	Iteration 33Q: 3 clusters Score -1.843728e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -18437338.000000 Penalty: 5866.929688
	Iteration 34Q: 3 clusters Score -1.843734e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -18437428.000000 Penalty: 5866.929688
	Iteration 35Q: 3 clusters Score -1.843743e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 133045 members 
Entering Unmasked Estep 
Score: -18437464.000000 Penalty: 5866.929688
	Iteration 36Q: 3 clusters Score -1.843746e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 133283 members 
Entering Unmasked Estep 
Score: -18437526.000000 Penalty: 5866.929688
	Iteration 37Q: 3 clusters Score -1.843753e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -18437584.000000 Penalty: 5866.929688
	Iteration 38Q: 3 clusters Score -1.843758e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 133672 members 
Entering Unmasked Estep 
Score: -18437586.000000 Penalty: 5866.929688
	Iteration 39Q: 3 clusters Score -1.843759e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -18437608.000000 Penalty: 5866.929688
	Iteration 40F: 3 clusters Score -1.843761e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -18437666.000000 Penalty: 5866.929688
	Iteration 41Q: 3 clusters Score -1.843767e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -18437684.000000 Penalty: 5866.929688
	Iteration 42Q: 3 clusters Score -1.843768e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 134130 members 
Entering Unmasked Estep 
Score: -18437720.000000 Penalty: 5866.929688
	Iteration 43Q: 3 clusters Score -1.843772e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -18437708.000000 Penalty: 5866.929688
	Iteration 44Q: 3 clusters Score -1.843771e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 134270 members 
Entering Unmasked Estep 
Score: -18437680.000000 Penalty: 5866.929688
	Iteration 45Q: 3 clusters Score -1.843768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -18437696.000000 Penalty: 5866.929688
	Iteration 46Q: 3 clusters Score -1.84377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -18437712.000000 Penalty: 5866.929688
	Iteration 47Q: 3 clusters Score -1.843771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -18437728.000000 Penalty: 5866.929688
	Iteration 48Q: 3 clusters Score -1.843773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -18437732.000000 Penalty: 5866.929688
	Iteration 49Q: 3 clusters Score -1.843773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -18437722.000000 Penalty: 5866.929688
	Iteration 50Q: 3 clusters Score -1.843772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 134442 members 
Entering Unmasked Estep 
Score: -18437718.000000 Penalty: 5866.929688
	Iteration 51Q: 3 clusters Score -1.843772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -18437720.000000 Penalty: 5866.929688
	Iteration 52Q: 3 clusters Score -1.843772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 134477 members 
Entering Unmasked Estep 
Score: -18437730.000000 Penalty: 5866.929688
	Iteration 53Q: 3 clusters Score -1.843773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -18437734.000000 Penalty: 5866.929688
	Iteration 54Q: 3 clusters Score -1.843773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -18437726.000000 Penalty: 5866.929688
	Iteration 55Q: 3 clusters Score -1.843773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -18437722.000000 Penalty: 5866.929688
	Iteration 56Q: 3 clusters Score -1.843772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -18437718.000000 Penalty: 5866.929688
	Iteration 57Q: 3 clusters Score -1.843772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -18437718.000000 Penalty: 5866.929688
	Iteration 58Q: 3 clusters Score -1.843772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -18437718.000000 Penalty: 5866.929688
	Iteration 59Q: 3 clusters Score -1.843772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -18437736.000000 Penalty: 5866.929688
	Iteration 60F: 3 clusters Score -1.843774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 134583 members 
Entering Unmasked Estep 
Score: -18437730.000000 Penalty: 5866.929688
	Iteration 61Q: 3 clusters Score -1.843773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -18437730.000000 Penalty: 5866.929688
	Iteration 62Q: 3 clusters Score -1.843773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -18437710.000000 Penalty: 5866.929688
	Iteration 63Q: 3 clusters Score -1.843771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 134604 members 
Entering Unmasked Estep 
Score: -18437728.000000 Penalty: 5866.929688
	Iteration 64Q: 3 clusters Score -1.843773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -18437732.000000 Penalty: 5866.929688
	Iteration 65Q: 3 clusters Score -1.843773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -18437734.000000 Penalty: 5866.929688
	Iteration 66Q: 3 clusters Score -1.843773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -18437734.000000 Penalty: 5866.929688
	Iteration 67F: 3 clusters Score -1.843773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -534669.187500 Penalty: 2072.949219
	Iteration 0F: 2 clusters Score -534669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -530601.062500 Penalty: 4145.898438
	Iteration 0F: 3 clusters Score -530601.1 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -531571.937500 Penalty: 4145.898438
	Iteration 1F: 3 clusters Score -531571.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -531757.125000 Penalty: 4145.898438
	Iteration 2F: 3 clusters Score -531757.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -531886.187500 Penalty: 4145.898438
	Iteration 3Q: 3 clusters Score -531886.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -531972.562500 Penalty: 4145.898438
	Iteration 4Q: 3 clusters Score -531972.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -532034.562500 Penalty: 4145.898438
	Iteration 5Q: 3 clusters Score -532034.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -532066.812500 Penalty: 4145.898438
	Iteration 6Q: 3 clusters Score -532066.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -532097.312500 Penalty: 4145.898438
	Iteration 7Q: 3 clusters Score -532097.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -532131.000000 Penalty: 4145.898438
	Iteration 8Q: 3 clusters Score -532131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -532159.562500 Penalty: 4145.898438
	Iteration 9Q: 3 clusters Score -532159.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -532183.562500 Penalty: 4145.898438
	Iteration 10Q: 3 clusters Score -532183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -532206.875000 Penalty: 4145.898438
	Iteration 11Q: 3 clusters Score -532206.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -532229.812500 Penalty: 4145.898438
	Iteration 12Q: 3 clusters Score -532229.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -532247.500000 Penalty: 4145.898438
	Iteration 13Q: 3 clusters Score -532247.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -532261.125000 Penalty: 4145.898438
	Iteration 14Q: 3 clusters Score -532261.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -532274.375000 Penalty: 4145.898438
	Iteration 15Q: 3 clusters Score -532274.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -532290.500000 Penalty: 4145.898438
	Iteration 16Q: 3 clusters Score -532290.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -532305.812500 Penalty: 4145.898438
	Iteration 17Q: 3 clusters Score -532305.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -532326.750000 Penalty: 4145.898438
	Iteration 18Q: 3 clusters Score -532326.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -532339.562500 Penalty: 4145.898438
	Iteration 19Q: 3 clusters Score -532339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -532351.500000 Penalty: 4145.898438
	Iteration 20F: 3 clusters Score -532351.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -532368.562500 Penalty: 4145.898438
	Iteration 21Q: 3 clusters Score -532368.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -532387.937500 Penalty: 4145.898438
	Iteration 22Q: 3 clusters Score -532387.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -532403.750000 Penalty: 4145.898438
	Iteration 23Q: 3 clusters Score -532403.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -532427.000000 Penalty: 4145.898438
	Iteration 24Q: 3 clusters Score -532427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -532449.125000 Penalty: 4145.898438
	Iteration 25Q: 3 clusters Score -532449.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -532470.687500 Penalty: 4145.898438
	Iteration 26Q: 3 clusters Score -532470.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -532491.312500 Penalty: 4145.898438
	Iteration 27Q: 3 clusters Score -532491.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -532513.937500 Penalty: 4145.898438
	Iteration 28Q: 3 clusters Score -532513.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -532527.062500 Penalty: 4145.898438
	Iteration 29Q: 3 clusters Score -532527.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -532541.250000 Penalty: 4145.898438
	Iteration 30Q: 3 clusters Score -532541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -532549.062500 Penalty: 4145.898438
	Iteration 31Q: 3 clusters Score -532549.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -532561.937500 Penalty: 4145.898438
	Iteration 32Q: 3 clusters Score -532561.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -532572.875000 Penalty: 4145.898438
	Iteration 33Q: 3 clusters Score -532572.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -532588.312500 Penalty: 4145.898438
	Iteration 34Q: 3 clusters Score -532588.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -532611.500000 Penalty: 4145.898438
	Iteration 35Q: 3 clusters Score -532611.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -532629.750000 Penalty: 4145.898438
	Iteration 36Q: 3 clusters Score -532629.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -532648.250000 Penalty: 4145.898438
	Iteration 37Q: 3 clusters Score -532648.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -532665.125000 Penalty: 4145.898438
	Iteration 38Q: 3 clusters Score -532665.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -532694.937500 Penalty: 4145.898438
	Iteration 39Q: 3 clusters Score -532694.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -532719.187500 Penalty: 4145.898438
	Iteration 40F: 3 clusters Score -532719.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -532741.625000 Penalty: 4145.898438
	Iteration 41Q: 3 clusters Score -532741.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -532757.750000 Penalty: 4145.898438
	Iteration 42Q: 3 clusters Score -532757.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -532774.625000 Penalty: 4145.898438
	Iteration 43Q: 3 clusters Score -532774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -532786.625000 Penalty: 4145.898438
	Iteration 44Q: 3 clusters Score -532786.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -532800.312500 Penalty: 4145.898438
	Iteration 45Q: 3 clusters Score -532800.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -532812.625000 Penalty: 4145.898438
	Iteration 46Q: 3 clusters Score -532812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -532821.000000 Penalty: 4145.898438
	Iteration 47Q: 3 clusters Score -532821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -532826.937500 Penalty: 4145.898438
	Iteration 48Q: 3 clusters Score -532826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -532837.687500 Penalty: 4145.898438
	Iteration 49Q: 3 clusters Score -532837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -532848.812500 Penalty: 4145.898438
	Iteration 50Q: 3 clusters Score -532848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -532855.937500 Penalty: 4145.898438
	Iteration 51Q: 3 clusters Score -532855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -532863.937500 Penalty: 4145.898438
	Iteration 52Q: 3 clusters Score -532863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -532870.437500 Penalty: 4145.898438
	Iteration 53Q: 3 clusters Score -532870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -532877.750000 Penalty: 4145.898438
	Iteration 54Q: 3 clusters Score -532877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -532888.562500 Penalty: 4145.898438
	Iteration 55Q: 3 clusters Score -532888.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -532898.812500 Penalty: 4145.898438
	Iteration 56Q: 3 clusters Score -532898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -532906.812500 Penalty: 4145.898438
	Iteration 57Q: 3 clusters Score -532906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -532913.437500 Penalty: 4145.898438
	Iteration 58Q: 3 clusters Score -532913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -532916.625000 Penalty: 4145.898438
	Iteration 59Q: 3 clusters Score -532916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -532919.812500 Penalty: 4145.898438
	Iteration 60F: 3 clusters Score -532919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -532922.937500 Penalty: 4145.898438
	Iteration 61Q: 3 clusters Score -532922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -532925.625000 Penalty: 4145.898438
	Iteration 62Q: 3 clusters Score -532925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -532928.312500 Penalty: 4145.898438
	Iteration 63Q: 3 clusters Score -532928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -532928.812500 Penalty: 4145.898438
	Iteration 64Q: 3 clusters Score -532928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -532928.812500 Penalty: 4145.898438
	Iteration 65F: 3 clusters Score -532928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184034 members 
Mstep: Class 5 contains 146682 members 
Mstep: Class 6 contains 57606 members 
Mstep: Class 7 contains 63226 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155569 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113651 members 
Mstep: Class 15 contains 160273 members 
Mstep: Class 16 contains 87896 members 
Mstep: Class 17 contains 76321 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 150002 members 
Mstep: Class 21 contains 137103 members 
Mstep: Class 22 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351904.000000 Penalty: 73593.648438
Iteration 199Q: 22 clusters Score -1.803519e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184058 members 
Mstep: Class 5 contains 146842 members 
Mstep: Class 6 contains 57621 members 
Mstep: Class 7 contains 63241 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155529 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 113683 members 
Mstep: Class 15 contains 160216 members 
Mstep: Class 16 contains 87931 members 
Mstep: Class 17 contains 76359 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 149974 members 
Mstep: Class 21 contains 136897 members 
Mstep: Class 22 contains 4273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351984.000000 Penalty: 73593.648438
Iteration 200F: 22 clusters Score -1.80352e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184083 members 
Mstep: Class 5 contains 147029 members 
Mstep: Class 6 contains 57644 members 
Mstep: Class 7 contains 63258 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155427 members 
Mstep: Class 10 contains 2948 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 113720 members 
Mstep: Class 15 contains 160183 members 
Mstep: Class 16 contains 87967 members 
Mstep: Class 17 contains 76405 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 149930 members 
Mstep: Class 21 contains 136694 members 
Mstep: Class 22 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351760.000000 Penalty: 73593.648438
Iteration 201Q: 22 clusters Score -1.803518e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184087 members 
Mstep: Class 5 contains 147209 members 
Mstep: Class 6 contains 57671 members 
Mstep: Class 7 contains 63288 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155321 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 15 contains 160117 members 
Mstep: Class 16 contains 88008 members 
Mstep: Class 17 contains 76458 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20458 members 
Mstep: Class 20 contains 149906 members 
Mstep: Class 21 contains 136507 members 
Mstep: Class 22 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352000.000000 Penalty: 73593.648438
Iteration 202Q: 22 clusters Score -1.80352e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184117 members 
Mstep: Class 5 contains 147344 members 
Mstep: Class 6 contains 57688 members 
Mstep: Class 7 contains 63316 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 155154 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 113794 members 
Mstep: Class 15 contains 160060 members 
Mstep: Class 16 contains 88052 members 
Mstep: Class 17 contains 76518 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20454 members 
Mstep: Class 20 contains 149890 members 
Mstep: Class 21 contains 136369 members 
Mstep: Class 22 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351776.000000 Penalty: 73593.648438
Iteration 203Q: 22 clusters Score -1.803518e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184127 members 
Mstep: Class 5 contains 147465 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 63339 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 154985 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 4737 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 113840 members 
Mstep: Class 15 contains 159980 members 
Mstep: Class 16 contains 88129 members 
Mstep: Class 17 contains 76579 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20448 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 21 contains 136236 members 
Mstep: Class 22 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351664.000000 Penalty: 73593.648438
Iteration 204Q: 22 clusters Score -1.803517e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184164 members 
Mstep: Class 5 contains 147638 members 
Mstep: Class 6 contains 57766 members 
Mstep: Class 7 contains 63379 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 154790 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113876 members 
Mstep: Class 15 contains 159895 members 
Mstep: Class 16 contains 88197 members 
Mstep: Class 17 contains 76653 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20441 members 
Mstep: Class 20 contains 149841 members 
Mstep: Class 21 contains 136055 members 
Mstep: Class 22 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351600.000000 Penalty: 73593.648438
Iteration 205Q: 22 clusters Score -1.803516e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184192 members 
Mstep: Class 5 contains 147776 members 
Mstep: Class 6 contains 57779 members 
Mstep: Class 7 contains 63407 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 154597 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 4766 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 113911 members 
Mstep: Class 15 contains 159821 members 
Mstep: Class 16 contains 88271 members 
Mstep: Class 17 contains 76697 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 149834 members 
Mstep: Class 21 contains 135933 members 
Mstep: Class 22 contains 4305 members 
Entering Unmasked Estep 
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Score: -180351936.000000 Penalty: 73593.648438
Iteration 206Q: 22 clusters Score -1.803519e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184219 members 
Mstep: Class 5 contains 147912 members 
Mstep: Class 6 contains 57784 members 
Mstep: Class 7 contains 63432 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 154342 members 
Mstep: Class 10 contains 3042 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 113970 members 
Mstep: Class 15 contains 159763 members 
Mstep: Class 16 contains 88342 members 
Mstep: Class 17 contains 76745 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 20 contains 149864 members 
Mstep: Class 21 contains 135799 members 
Mstep: Class 22 contains 4312 members 
Entering Unmasked Estep 
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Score: -180351840.000000 Penalty: 73593.648438
Iteration 207Q: 22 clusters Score -1.803518e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184239 members 
Mstep: Class 5 contains 148035 members 
Mstep: Class 6 contains 57805 members 
Mstep: Class 7 contains 63446 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 154109 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 4812 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 114018 members 
Mstep: Class 15 contains 159694 members 
Mstep: Class 16 contains 88413 members 
Mstep: Class 17 contains 76809 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 20 contains 149897 members 
Mstep: Class 21 contains 135661 members 
Mstep: Class 22 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351632.000000 Penalty: 73593.648438
Iteration 208Q: 22 clusters Score -1.803516e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184284 members 
Mstep: Class 5 contains 148140 members 
Mstep: Class 6 contains 57821 members 
Mstep: Class 7 contains 63487 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 153881 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 114086 members 
Mstep: Class 15 contains 159590 members 
Mstep: Class 16 contains 88504 members 
Mstep: Class 17 contains 76869 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20425 members 
Mstep: Class 20 contains 149885 members 
Mstep: Class 21 contains 135527 members 
Mstep: Class 22 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351856.000000 Penalty: 73593.648438
Iteration 209Q: 22 clusters Score -1.803519e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184348 members 
Mstep: Class 5 contains 148237 members 
Mstep: Class 6 contains 57844 members 
Mstep: Class 7 contains 63528 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 153676 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 114140 members 
Mstep: Class 15 contains 159497 members 
Mstep: Class 16 contains 88577 members 
Mstep: Class 17 contains 76910 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 20 contains 149855 members 
Mstep: Class 21 contains 135418 members 
Mstep: Class 22 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351536.000000 Penalty: 73593.648438
Iteration 210Q: 22 clusters Score -1.803515e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184441 members 
Mstep: Class 5 contains 148331 members 
Mstep: Class 6 contains 57865 members 
Mstep: Class 7 contains 63570 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 153489 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 114200 members 
Mstep: Class 15 contains 159359 members 
Mstep: Class 16 contains 88636 members 
Mstep: Class 17 contains 76940 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20441 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 21 contains 135330 members 
Mstep: Class 22 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351936.000000 Penalty: 73593.648438
Iteration 211Q: 22 clusters Score -1.803519e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184512 members 
Mstep: Class 5 contains 148372 members 
Mstep: Class 6 contains 57889 members 
Mstep: Class 7 contains 63635 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 153355 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 114274 members 
Mstep: Class 15 contains 159216 members 
Mstep: Class 16 contains 88696 members 
Mstep: Class 17 contains 76982 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20453 members 
Mstep: Class 20 contains 149806 members 
Mstep: Class 21 contains 135217 members 
Mstep: Class 22 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351936.000000 Penalty: 73593.648438
Iteration 212Q: 22 clusters Score -1.803519e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184606 members 
Mstep: Class 5 contains 148393 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 63669 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 153263 members 
Mstep: Class 10 contains 3134 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114335 members 
Mstep: Class 15 contains 159086 members 
Mstep: Class 16 contains 88753 members 
Mstep: Class 17 contains 77009 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20459 members 
Mstep: Class 20 contains 149772 members 
Mstep: Class 21 contains 135118 members 
Mstep: Class 22 contains 4315 members 
Entering Unmasked Estep 
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Score: -180351968.000000 Penalty: 73593.648438
Iteration 213Q: 22 clusters Score -1.80352e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184675 members 
Mstep: Class 5 contains 148409 members 
Mstep: Class 6 contains 57920 members 
Mstep: Class 7 contains 63698 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 153203 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114367 members 
Mstep: Class 15 contains 158946 members 
Mstep: Class 16 contains 88821 members 
Mstep: Class 17 contains 77046 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20462 members 
Mstep: Class 20 contains 149773 members 
Mstep: Class 21 contains 135040 members 
Mstep: Class 22 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352064.000000 Penalty: 73593.648438
Iteration 214Q: 22 clusters Score -1.803521e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184729 members 
Mstep: Class 5 contains 148399 members 
Mstep: Class 6 contains 57935 members 
Mstep: Class 7 contains 63729 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 153107 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 114425 members 
Mstep: Class 15 contains 158842 members 
Mstep: Class 16 contains 88881 members 
Mstep: Class 17 contains 77085 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20470 members 
Mstep: Class 20 contains 149761 members 
Mstep: Class 21 contains 134968 members 
Mstep: Class 22 contains 4324 members 
Entering Unmasked Estep 
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Score: -180352144.000000 Penalty: 73593.648438
Iteration 215Q: 22 clusters Score -1.803521e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184790 members 
Mstep: Class 5 contains 148397 members 
Mstep: Class 6 contains 57969 members 
Mstep: Class 7 contains 63778 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152989 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 114468 members 
Mstep: Class 15 contains 158741 members 
Mstep: Class 16 contains 88950 members 
Mstep: Class 17 contains 77110 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20480 members 
Mstep: Class 20 contains 149741 members 
Mstep: Class 21 contains 134896 members 
Mstep: Class 22 contains 4330 members 
Entering Unmasked Estep 
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Score: -180351824.000000 Penalty: 73593.648438
Iteration 216Q: 22 clusters Score -1.803518e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184858 members 
Mstep: Class 5 contains 148381 members 
Mstep: Class 6 contains 58000 members 
Mstep: Class 7 contains 63839 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152826 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114511 members 
Mstep: Class 15 contains 158641 members 
Mstep: Class 16 contains 89030 members 
Mstep: Class 17 contains 77146 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20485 members 
Mstep: Class 20 contains 149723 members 
Mstep: Class 21 contains 134839 members 
Mstep: Class 22 contains 4338 members 
Entering Unmasked Estep 
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Score: -180351968.000000 Penalty: 73593.648438
Iteration 217Q: 22 clusters Score -1.80352e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184945 members 
Mstep: Class 5 contains 148401 members 
Mstep: Class 6 contains 58026 members 
Mstep: Class 7 contains 63871 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152643 members 
Mstep: Class 10 contains 3135 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 114573 members 
Mstep: Class 15 contains 158580 members 
Mstep: Class 16 contains 89093 members 
Mstep: Class 17 contains 77172 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 149709 members 
Mstep: Class 21 contains 134752 members 
Mstep: Class 22 contains 4336 members 
Entering Unmasked Estep 
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Score: -180351808.000000 Penalty: 73593.648438
Iteration 218Q: 22 clusters Score -1.803518e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185021 members 
Mstep: Class 5 contains 148431 members 
Mstep: Class 6 contains 58059 members 
Mstep: Class 7 contains 63884 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152539 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114620 members 
Mstep: Class 15 contains 158475 members 
Mstep: Class 16 contains 89138 members 
Mstep: Class 17 contains 77194 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20487 members 
Mstep: Class 20 contains 149699 members 
Mstep: Class 21 contains 134675 members 
Mstep: Class 22 contains 4340 members 
Entering Unmasked Estep 
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Score: -180351568.000000 Penalty: 73593.648438
Iteration 219Q: 22 clusters Score -1.803516e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185078 members 
Mstep: Class 5 contains 148430 members 
Mstep: Class 6 contains 58075 members 
Mstep: Class 7 contains 63894 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152410 members 
Mstep: Class 10 contains 3139 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114661 members 
Mstep: Class 15 contains 158474 members 
Mstep: Class 16 contains 89181 members 
Mstep: Class 17 contains 77209 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20490 members 
Mstep: Class 20 contains 149689 members 
Mstep: Class 21 contains 134598 members 
Mstep: Class 22 contains 4346 members 
Entering Unmasked Estep 
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Score: -180351136.000000 Penalty: 73593.648438
Iteration 220F: 22 clusters Score -1.803511e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185162 members 
Mstep: Class 5 contains 148417 members 
Mstep: Class 6 contains 58097 members 
Mstep: Class 7 contains 63911 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 152225 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 5090 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 114717 members 
Mstep: Class 15 contains 158479 members 
Mstep: Class 16 contains 89215 members 
Mstep: Class 17 contains 77227 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20489 members 
Mstep: Class 20 contains 149677 members 
Mstep: Class 21 contains 134548 members 
Mstep: Class 22 contains 4352 members 
Entering Unmasked Estep 
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Iteration 221Q: 22 clusters Score -1.803516e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185209 members 
Mstep: Class 5 contains 148404 members 
Mstep: Class 6 contains 58126 members 
Mstep: Class 7 contains 63909 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 152081 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 5110 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 114760 members 
Mstep: Class 15 contains 158484 members 
Mstep: Class 16 contains 89261 members 
Mstep: Class 17 contains 77259 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20499 members 
Mstep: Class 20 contains 149642 members 
Mstep: Class 21 contains 134497 members 
Mstep: Class 22 contains 4357 members 
Entering Unmasked Estep 
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Iteration 222Q: 22 clusters Score -1.803511e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185245 members 
Mstep: Class 5 contains 148431 members 
Mstep: Class 6 contains 58152 members 
Mstep: Class 7 contains 63945 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 151907 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 114812 members 
Mstep: Class 15 contains 158463 members 
Mstep: Class 16 contains 89328 members 
Mstep: Class 17 contains 77298 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20520 members 
Mstep: Class 20 contains 149613 members 
Mstep: Class 21 contains 134397 members 
Mstep: Class 22 contains 4358 members 
Entering Unmasked Estep 
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Iteration 223Q: 22 clusters Score -1.80351e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185317 members 
Mstep: Class 5 contains 148465 members 
Mstep: Class 6 contains 58188 members 
Mstep: Class 7 contains 63940 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 151673 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 114885 members 
Mstep: Class 15 contains 158431 members 
Mstep: Class 16 contains 89389 members 
Mstep: Class 17 contains 77337 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 149570 members 
Mstep: Class 21 contains 134340 members 
Mstep: Class 22 contains 4364 members 
Entering Unmasked Estep 
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Iteration 224Q: 22 clusters Score -1.803509e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185399 members 
Mstep: Class 5 contains 148506 members 
Mstep: Class 6 contains 58232 members 
Mstep: Class 7 contains 63946 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 151376 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 114949 members 
Mstep: Class 15 contains 158414 members 
Mstep: Class 16 contains 89451 members 
Mstep: Class 17 contains 77383 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20553 members 
Mstep: Class 20 contains 149570 members 
Mstep: Class 21 contains 134250 members 
Mstep: Class 22 contains 4368 members 
Entering Unmasked Estep 
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Iteration 225Q: 22 clusters Score -1.803507e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185445 members 
Mstep: Class 5 contains 148520 members 
Mstep: Class 6 contains 58273 members 
Mstep: Class 7 contains 63960 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 151202 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 5229 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115008 members 
Mstep: Class 15 contains 158319 members 
Mstep: Class 16 contains 89520 members 
Mstep: Class 17 contains 77443 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20560 members 
Mstep: Class 20 contains 149551 members 
Mstep: Class 21 contains 134183 members 
Mstep: Class 22 contains 4376 members 
Entering Unmasked Estep 
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Iteration 226Q: 22 clusters Score -1.8035e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185492 members 
Mstep: Class 5 contains 148494 members 
Mstep: Class 6 contains 58320 members 
Mstep: Class 7 contains 63960 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 151054 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 115064 members 
Mstep: Class 15 contains 158251 members 
Mstep: Class 16 contains 89591 members 
Mstep: Class 17 contains 77513 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20576 members 
Mstep: Class 20 contains 149540 members 
Mstep: Class 21 contains 134089 members 
Mstep: Class 22 contains 4388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350272.000000 Penalty: 73593.648438
Iteration 227Q: 22 clusters Score -1.803503e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185553 members 
Mstep: Class 5 contains 148512 members 
Mstep: Class 6 contains 58354 members 
Mstep: Class 7 contains 63969 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150915 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 115109 members 
Mstep: Class 15 contains 158177 members 
Mstep: Class 16 contains 89636 members 
Mstep: Class 17 contains 77565 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20591 members 
Mstep: Class 20 contains 149555 members 
Mstep: Class 21 contains 133955 members 
Mstep: Class 22 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350240.000000 Penalty: 73593.648438
Iteration 228Q: 22 clusters Score -1.803502e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185602 members 
Mstep: Class 5 contains 148539 members 
Mstep: Class 6 contains 58416 members 
Mstep: Class 7 contains 63992 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150799 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 115121 members 
Mstep: Class 15 contains 158073 members 
Mstep: Class 16 contains 89680 members 
Mstep: Class 17 contains 77617 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20605 members 
Mstep: Class 20 contains 149572 members 
Mstep: Class 21 contains 133827 members 
Mstep: Class 22 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350384.000000 Penalty: 73593.648438
Iteration 229Q: 22 clusters Score -1.803504e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185667 members 
Mstep: Class 5 contains 148557 members 
Mstep: Class 6 contains 58472 members 
Mstep: Class 7 contains 63996 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150704 members 
Mstep: Class 10 contains 3167 members 
Mstep: Class 11 contains 5360 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 115132 members 
Mstep: Class 15 contains 157945 members 
Mstep: Class 16 contains 89743 members 
Mstep: Class 17 contains 77674 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20613 members 
Mstep: Class 20 contains 149586 members 
Mstep: Class 21 contains 133704 members 
Mstep: Class 22 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350624.000000 Penalty: 73593.648438
Iteration 230Q: 22 clusters Score -1.803506e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185741 members 
Mstep: Class 5 contains 148596 members 
Mstep: Class 6 contains 58527 members 
Mstep: Class 7 contains 63996 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150549 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 115147 members 
Mstep: Class 15 contains 157830 members 
Mstep: Class 16 contains 89795 members 
Mstep: Class 17 contains 77739 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20616 members 
Mstep: Class 20 contains 149620 members 
Mstep: Class 21 contains 133580 members 
Mstep: Class 22 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350320.000000 Penalty: 73593.648438
Iteration 231Q: 22 clusters Score -1.803503e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185803 members 
Mstep: Class 5 contains 148660 members 
Mstep: Class 6 contains 58573 members 
Mstep: Class 7 contains 63977 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150347 members 
Mstep: Class 10 contains 3179 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 115191 members 
Mstep: Class 15 contains 157754 members 
Mstep: Class 16 contains 89856 members 
Mstep: Class 17 contains 77785 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20618 members 
Mstep: Class 20 contains 149657 members 
Mstep: Class 21 contains 133458 members 
Mstep: Class 22 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350272.000000 Penalty: 73593.648438
Iteration 232Q: 22 clusters Score -1.803503e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185846 members 
Mstep: Class 5 contains 148705 members 
Mstep: Class 6 contains 58628 members 
Mstep: Class 7 contains 63951 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 150116 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115234 members 
Mstep: Class 15 contains 157713 members 
Mstep: Class 16 contains 89929 members 
Mstep: Class 17 contains 77854 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20623 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 21 contains 133321 members 
Mstep: Class 22 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350288.000000 Penalty: 73593.648438
Iteration 233Q: 22 clusters Score -1.803503e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185875 members 
Mstep: Class 5 contains 148775 members 
Mstep: Class 6 contains 58679 members 
Mstep: Class 7 contains 63945 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149896 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115289 members 
Mstep: Class 15 contains 157656 members 
Mstep: Class 16 contains 89980 members 
Mstep: Class 17 contains 77914 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20630 members 
Mstep: Class 20 contains 149712 members 
Mstep: Class 21 contains 133192 members 
Mstep: Class 22 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349968.000000 Penalty: 73593.648438
Iteration 234Q: 22 clusters Score -1.8035e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 148861 members 
Mstep: Class 6 contains 58721 members 
Mstep: Class 7 contains 63886 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149687 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115345 members 
Mstep: Class 15 contains 157648 members 
Mstep: Class 16 contains 90022 members 
Mstep: Class 17 contains 77970 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20634 members 
Mstep: Class 20 contains 149744 members 
Mstep: Class 21 contains 133029 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349984.000000 Penalty: 73593.648438
Iteration 235Q: 22 clusters Score -1.8035e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185929 members 
Mstep: Class 5 contains 148936 members 
Mstep: Class 6 contains 58751 members 
Mstep: Class 7 contains 63802 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149581 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 5662 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115404 members 
Mstep: Class 15 contains 157595 members 
Mstep: Class 16 contains 90079 members 
Mstep: Class 17 contains 78039 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20647 members 
Mstep: Class 20 contains 149782 members 
Mstep: Class 21 contains 132833 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349968.000000 Penalty: 73593.648438
Iteration 236Q: 22 clusters Score -1.8035e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185924 members 
Mstep: Class 5 contains 148994 members 
Mstep: Class 6 contains 58802 members 
Mstep: Class 7 contains 63724 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149541 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 115450 members 
Mstep: Class 15 contains 157594 members 
Mstep: Class 16 contains 90118 members 
Mstep: Class 17 contains 78083 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20652 members 
Mstep: Class 20 contains 149803 members 
Mstep: Class 21 contains 132615 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350096.000000 Penalty: 73593.648438
Iteration 237Q: 22 clusters Score -1.803501e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185916 members 
Mstep: Class 5 contains 149064 members 
Mstep: Class 6 contains 58879 members 
Mstep: Class 7 contains 63648 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149434 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 5766 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 115459 members 
Mstep: Class 15 contains 157636 members 
Mstep: Class 16 contains 90156 members 
Mstep: Class 17 contains 78123 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20660 members 
Mstep: Class 20 contains 149830 members 
Mstep: Class 21 contains 132426 members 
Mstep: Class 22 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350400.000000 Penalty: 73593.648438
Iteration 238Q: 22 clusters Score -1.803504e+08 nChanged 3572
Entering ConstructFrom: 
Score: -180350400.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41831.363281 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41831.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42039.531250 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -42039.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42107.324219 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -42107.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42126.027344 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42126.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42150.609375 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42150.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42163.320312 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42163.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42181.683594 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42181.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42208.117188 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42208.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42243.414062 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42243.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42294.367188 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -42294.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42310.949219 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -42310.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42317.125000 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -42317.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42320.609375 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -42320.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42326.980469 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -42326.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42327.730469 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -42327.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42327.730469 Penalty: 2950.225586
	Iteration 15F: 3 clusters Score -42327.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 303 members 
Entering Unmasked Estep 
Score: -69751.875000 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69751.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69949.085938 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -69949.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70046.890625 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70046.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70095.429688 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70095.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70140.882812 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70140.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70175.546875 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70175.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70216.171875 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70216.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70273.625000 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70273.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70307.859375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70307.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70343.296875 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70343.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70376.039062 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70376.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70421.242188 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70421.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70469.218750 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70469.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70495.742188 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -70495.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70539.695312 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -70539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70576.945312 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -70576.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70588.156250 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -70588.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70595.695312 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -70595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70601.546875 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -70601.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70601.546875 Penalty: 3175.350830
	Iteration 19F: 3 clusters Score -70601.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103371.078125 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103371.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103704.906250 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103704.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103861.875000 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103861.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103970.046875 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104082.914062 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -104082.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104194.664062 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -104194.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104313.945312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104313.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104363.500000 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104363.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104387.429688 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104408.429688 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104446.343750 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104446.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104475.054688 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -104499.945312 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104499.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104517.648438 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104531.164062 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104541.351562 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104546.906250 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104554.507812 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104555.859375 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104560.632812 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104566.421875 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104590.023438 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -104590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104610.773438 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -104610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104638.101562 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -104638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104671.625000 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -104671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104707.460938 Penalty: 3343.883545
	Iteration 25Q: 3 clusters Score -104707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104731.070312 Penalty: 3343.883545
	Iteration 26Q: 3 clusters Score -104731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104739.562500 Penalty: 3343.883545
	Iteration 27Q: 3 clusters Score -104739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104745.382812 Penalty: 3343.883545
	Iteration 28Q: 3 clusters Score -104745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104753.593750 Penalty: 3343.883545
	Iteration 29Q: 3 clusters Score -104753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104755.539062 Penalty: 3343.883545
	Iteration 30Q: 3 clusters Score -104755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104755.539062 Penalty: 3343.883545
	Iteration 31F: 3 clusters Score -104755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Entering Unmasked Estep 
Score: -25104770.000000 Penalty: 3008.995117
	Iteration 0F: 2 clusters Score -2.510477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -24996398.000000 Penalty: 6017.990234
	Iteration 0F: 3 clusters Score -2.49964e+07 nChanged 89376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -25048208.000000 Penalty: 6017.990234
	Iteration 1F: 3 clusters Score -2.504821e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -25049114.000000 Penalty: 6017.990234
	Iteration 2Q: 3 clusters Score -2.504911e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -25050514.000000 Penalty: 6017.990234
	Iteration 3Q: 3 clusters Score -2.505051e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -25052256.000000 Penalty: 6017.990234
	Iteration 4Q: 3 clusters Score -2.505226e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -25054320.000000 Penalty: 6017.990234
	Iteration 5Q: 3 clusters Score -2.505432e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -25057544.000000 Penalty: 6017.990234
	Iteration 6Q: 3 clusters Score -2.505754e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -25062458.000000 Penalty: 6017.990234
	Iteration 7Q: 3 clusters Score -2.506246e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -25070160.000000 Penalty: 6017.990234
	Iteration 8F: 3 clusters Score -2.507016e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -25079902.000000 Penalty: 6017.990234
	Iteration 9F: 3 clusters Score -2.50799e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -25087864.000000 Penalty: 6017.990234
	Iteration 10F: 3 clusters Score -2.508786e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -25091540.000000 Penalty: 6017.990234
	Iteration 11Q: 3 clusters Score -2.509154e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -25092644.000000 Penalty: 6017.990234
	Iteration 12Q: 3 clusters Score -2.509264e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -25093218.000000 Penalty: 6017.990234
	Iteration 13Q: 3 clusters Score -2.509322e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -25093770.000000 Penalty: 6017.990234
	Iteration 14Q: 3 clusters Score -2.509377e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -25094098.000000 Penalty: 6017.990234
	Iteration 15Q: 3 clusters Score -2.50941e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -25094588.000000 Penalty: 6017.990234
	Iteration 16Q: 3 clusters Score -2.509459e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -25094990.000000 Penalty: 6017.990234
	Iteration 17Q: 3 clusters Score -2.509499e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -25095426.000000 Penalty: 6017.990234
	Iteration 18Q: 3 clusters Score -2.509543e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -25095832.000000 Penalty: 6017.990234
	Iteration 19Q: 3 clusters Score -2.509583e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -25096224.000000 Penalty: 6017.990234
	Iteration 20F: 3 clusters Score -2.509622e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -25096556.000000 Penalty: 6017.990234
	Iteration 21Q: 3 clusters Score -2.509656e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -25097066.000000 Penalty: 6017.990234
	Iteration 22Q: 3 clusters Score -2.509707e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -25097410.000000 Penalty: 6017.990234
	Iteration 23Q: 3 clusters Score -2.509741e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84684 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -25097882.000000 Penalty: 6017.990234
	Iteration 24Q: 3 clusters Score -2.509788e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -25098168.000000 Penalty: 6017.990234
	Iteration 25Q: 3 clusters Score -2.509817e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -25098302.000000 Penalty: 6017.990234
	Iteration 26Q: 3 clusters Score -2.50983e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -25098576.000000 Penalty: 6017.990234
	Iteration 27Q: 3 clusters Score -2.509858e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -25098702.000000 Penalty: 6017.990234
	Iteration 28Q: 3 clusters Score -2.50987e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -25098860.000000 Penalty: 6017.990234
	Iteration 29Q: 3 clusters Score -2.509886e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -25099066.000000 Penalty: 6017.990234
	Iteration 30Q: 3 clusters Score -2.509907e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -25099174.000000 Penalty: 6017.990234
	Iteration 31Q: 3 clusters Score -2.509917e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -25099336.000000 Penalty: 6017.990234
	Iteration 32Q: 3 clusters Score -2.509934e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -25099350.000000 Penalty: 6017.990234
	Iteration 33Q: 3 clusters Score -2.509935e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -25099434.000000 Penalty: 6017.990234
	Iteration 34Q: 3 clusters Score -2.509943e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -25099446.000000 Penalty: 6017.990234
	Iteration 35Q: 3 clusters Score -2.509945e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -25099450.000000 Penalty: 6017.990234
	Iteration 36Q: 3 clusters Score -2.509945e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -25099466.000000 Penalty: 6017.990234
	Iteration 37Q: 3 clusters Score -2.509947e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -25099498.000000 Penalty: 6017.990234
	Iteration 38Q: 3 clusters Score -2.50995e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -25099584.000000 Penalty: 6017.990234
	Iteration 39Q: 3 clusters Score -2.509958e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -25099654.000000 Penalty: 6017.990234
	Iteration 40F: 3 clusters Score -2.509965e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -25099636.000000 Penalty: 6017.990234
	Iteration 41Q: 3 clusters Score -2.509964e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -25099630.000000 Penalty: 6017.990234
	Iteration 42Q: 3 clusters Score -2.509963e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -25099636.000000 Penalty: 6017.990234
	Iteration 43Q: 3 clusters Score -2.509964e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -25099614.000000 Penalty: 6017.990234
	Iteration 44Q: 3 clusters Score -2.509961e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -25099638.000000 Penalty: 6017.990234
	Iteration 45Q: 3 clusters Score -2.509964e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -25099604.000000 Penalty: 6017.990234
	Iteration 46Q: 3 clusters Score -2.50996e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -25099610.000000 Penalty: 6017.990234
	Iteration 47Q: 3 clusters Score -2.509961e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -25099618.000000 Penalty: 6017.990234
	Iteration 48Q: 3 clusters Score -2.509962e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -25099596.000000 Penalty: 6017.990234
	Iteration 49Q: 3 clusters Score -2.50996e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -25099554.000000 Penalty: 6017.990234
	Iteration 50Q: 3 clusters Score -2.509955e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -25099598.000000 Penalty: 6017.990234
	Iteration 51Q: 3 clusters Score -2.50996e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -25099652.000000 Penalty: 6017.990234
	Iteration 52Q: 3 clusters Score -2.509965e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -25099674.000000 Penalty: 6017.990234
	Iteration 53Q: 3 clusters Score -2.509967e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -25099644.000000 Penalty: 6017.990234
	Iteration 54Q: 3 clusters Score -2.509964e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -25099674.000000 Penalty: 6017.990234
	Iteration 55Q: 3 clusters Score -2.509967e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -25099670.000000 Penalty: 6017.990234
	Iteration 56Q: 3 clusters Score -2.509967e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -25099678.000000 Penalty: 6017.990234
	Iteration 57Q: 3 clusters Score -2.509968e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -25099688.000000 Penalty: 6017.990234
	Iteration 58Q: 3 clusters Score -2.509969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -25099736.000000 Penalty: 6017.990234
	Iteration 59Q: 3 clusters Score -2.509974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -25099724.000000 Penalty: 6017.990234
	Iteration 60F: 3 clusters Score -2.509972e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -25099758.000000 Penalty: 6017.990234
	Iteration 61Q: 3 clusters Score -2.509976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -25099794.000000 Penalty: 6017.990234
	Iteration 62Q: 3 clusters Score -2.509979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -25099820.000000 Penalty: 6017.990234
	Iteration 63Q: 3 clusters Score -2.509982e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -25099860.000000 Penalty: 6017.990234
	Iteration 64Q: 3 clusters Score -2.509986e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -25099858.000000 Penalty: 6017.990234
	Iteration 65Q: 3 clusters Score -2.509986e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -25099910.000000 Penalty: 6017.990234
	Iteration 66Q: 3 clusters Score -2.509991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -25099868.000000 Penalty: 6017.990234
	Iteration 67Q: 3 clusters Score -2.509987e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -25099904.000000 Penalty: 6017.990234
	Iteration 68Q: 3 clusters Score -2.50999e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -25099912.000000 Penalty: 6017.990234
	Iteration 69Q: 3 clusters Score -2.509991e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -25099912.000000 Penalty: 6017.990234
	Iteration 70Q: 3 clusters Score -2.509991e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -25099962.000000 Penalty: 6017.990234
	Iteration 71Q: 3 clusters Score -2.509996e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -25099972.000000 Penalty: 6017.990234
	Iteration 72Q: 3 clusters Score -2.509997e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -25100004.000000 Penalty: 6017.990234
	Iteration 73Q: 3 clusters Score -2.51e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -25099968.000000 Penalty: 6017.990234
	Iteration 74Q: 3 clusters Score -2.509997e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 107731 members 
Entering Unmasked Estep 
Score: -25099968.000000 Penalty: 6017.990234
	Iteration 75Q: 3 clusters Score -2.509997e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -25099956.000000 Penalty: 6017.990234
	Iteration 76Q: 3 clusters Score -2.509996e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -25100026.000000 Penalty: 6017.990234
	Iteration 77Q: 3 clusters Score -2.510003e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -25100050.000000 Penalty: 6017.990234
	Iteration 78Q: 3 clusters Score -2.510005e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -25100062.000000 Penalty: 6017.990234
	Iteration 79Q: 3 clusters Score -2.510006e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -25100014.000000 Penalty: 6017.990234
	Iteration 80F: 3 clusters Score -2.510001e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -25100094.000000 Penalty: 6017.990234
	Iteration 81Q: 3 clusters Score -2.510009e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -25100152.000000 Penalty: 6017.990234
	Iteration 82Q: 3 clusters Score -2.510015e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -25100160.000000 Penalty: 6017.990234
	Iteration 83Q: 3 clusters Score -2.510016e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 109566 members 
Entering Unmasked Estep 
Score: -25100106.000000 Penalty: 6017.990234
	Iteration 84Q: 3 clusters Score -2.510011e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -25100096.000000 Penalty: 6017.990234
	Iteration 85Q: 3 clusters Score -2.51001e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -25100106.000000 Penalty: 6017.990234
	Iteration 86Q: 3 clusters Score -2.510011e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -25100184.000000 Penalty: 6017.990234
	Iteration 87Q: 3 clusters Score -2.510018e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -25100194.000000 Penalty: 6017.990234
	Iteration 88Q: 3 clusters Score -2.510019e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -25100220.000000 Penalty: 6017.990234
	Iteration 89Q: 3 clusters Score -2.510022e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 111152 members 
Entering Unmasked Estep 
Score: -25100248.000000 Penalty: 6017.990234
	Iteration 90Q: 3 clusters Score -2.510025e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -25100280.000000 Penalty: 6017.990234
	Iteration 91Q: 3 clusters Score -2.510028e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -25100282.000000 Penalty: 6017.990234
	Iteration 92Q: 3 clusters Score -2.510028e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -25100332.000000 Penalty: 6017.990234
	Iteration 93Q: 3 clusters Score -2.510033e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -25100328.000000 Penalty: 6017.990234
	Iteration 94Q: 3 clusters Score -2.510033e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -25100388.000000 Penalty: 6017.990234
	Iteration 95Q: 3 clusters Score -2.510039e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -25100414.000000 Penalty: 6017.990234
	Iteration 96Q: 3 clusters Score -2.510041e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -25100470.000000 Penalty: 6017.990234
	Iteration 97Q: 3 clusters Score -2.510047e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -25100454.000000 Penalty: 6017.990234
	Iteration 98Q: 3 clusters Score -2.510045e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -25100460.000000 Penalty: 6017.990234
	Iteration 99Q: 3 clusters Score -2.510046e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 114304 members 
Entering Unmasked Estep 
Score: -25100516.000000 Penalty: 6017.990234
	Iteration 100F: 3 clusters Score -2.510052e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -25100568.000000 Penalty: 6017.990234
	Iteration 101Q: 3 clusters Score -2.510057e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -25100534.000000 Penalty: 6017.990234
	Iteration 102Q: 3 clusters Score -2.510053e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -25100590.000000 Penalty: 6017.990234
	Iteration 103Q: 3 clusters Score -2.510059e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -25100702.000000 Penalty: 6017.990234
	Iteration 104Q: 3 clusters Score -2.51007e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -25100722.000000 Penalty: 6017.990234
	Iteration 105Q: 3 clusters Score -2.510072e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -25100860.000000 Penalty: 6017.990234
	Iteration 106Q: 3 clusters Score -2.510086e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -25100878.000000 Penalty: 6017.990234
	Iteration 107Q: 3 clusters Score -2.510088e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 117855 members 
Entering Unmasked Estep 
Score: -25100922.000000 Penalty: 6017.990234
	Iteration 108Q: 3 clusters Score -2.510092e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -25101022.000000 Penalty: 6017.990234
	Iteration 109Q: 3 clusters Score -2.510102e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 119131 members 
Entering Unmasked Estep 
Score: -25101120.000000 Penalty: 6017.990234
	Iteration 110Q: 3 clusters Score -2.510112e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -25101200.000000 Penalty: 6017.990234
	Iteration 111Q: 3 clusters Score -2.51012e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 120556 members 
Entering Unmasked Estep 
Score: -25101274.000000 Penalty: 6017.990234
	Iteration 112Q: 3 clusters Score -2.510127e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 121382 members 
Entering Unmasked Estep 
Score: -25101568.000000 Penalty: 6017.990234
	Iteration 113Q: 3 clusters Score -2.510157e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -25101678.000000 Penalty: 6017.990234
	Iteration 114Q: 3 clusters Score -2.510168e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -25101694.000000 Penalty: 6017.990234
	Iteration 115Q: 3 clusters Score -2.510169e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -25101834.000000 Penalty: 6017.990234
	Iteration 116Q: 3 clusters Score -2.510183e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -25101948.000000 Penalty: 6017.990234
	Iteration 117Q: 3 clusters Score -2.510195e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 126074 members 
Entering Unmasked Estep 
Score: -25102122.000000 Penalty: 6017.990234
	Iteration 118Q: 3 clusters Score -2.510212e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -25102388.000000 Penalty: 6017.990234
	Iteration 119Q: 3 clusters Score -2.510239e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 128426 members 
Entering Unmasked Estep 
Score: -25102604.000000 Penalty: 6017.990234
	Iteration 120F: 3 clusters Score -2.51026e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -25102738.000000 Penalty: 6017.990234
	Iteration 121Q: 3 clusters Score -2.510274e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -25102860.000000 Penalty: 6017.990234
	Iteration 122Q: 3 clusters Score -2.510286e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -25103090.000000 Penalty: 6017.990234
	Iteration 123Q: 3 clusters Score -2.510309e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 133604 members 
Entering Unmasked Estep 
Score: -25103394.000000 Penalty: 6017.990234
	Iteration 124Q: 3 clusters Score -2.510339e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -25103650.000000 Penalty: 6017.990234
	Iteration 125Q: 3 clusters Score -2.510365e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -25103910.000000 Penalty: 6017.990234
	Iteration 126Q: 3 clusters Score -2.510391e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 138165 members 
Entering Unmasked Estep 
Score: -25104212.000000 Penalty: 6017.990234
	Iteration 127Q: 3 clusters Score -2.510421e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -25104632.000000 Penalty: 6017.990234
	Iteration 128Q: 3 clusters Score -2.510463e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 142171 members 
Entering Unmasked Estep 
Score: -25104820.000000 Penalty: 6017.990234
	Iteration 129Q: 3 clusters Score -2.510482e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -25105258.000000 Penalty: 6017.990234
	Iteration 130Q: 3 clusters Score -2.510526e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -25105604.000000 Penalty: 6017.990234
	Iteration 131Q: 3 clusters Score -2.51056e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -25105902.000000 Penalty: 6017.990234
	Iteration 132Q: 3 clusters Score -2.51059e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 151623 members 
Entering Unmasked Estep 
Score: -25106274.000000 Penalty: 6017.990234
	Iteration 133Q: 3 clusters Score -2.510627e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -25106688.000000 Penalty: 6017.990234
	Iteration 134Q: 3 clusters Score -2.510669e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -25107012.000000 Penalty: 6017.990234
	Iteration 135Q: 3 clusters Score -2.510701e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -25107076.000000 Penalty: 6017.990234
	Iteration 136Q: 3 clusters Score -2.510708e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 162164 members 
Entering Unmasked Estep 
Score: -25106992.000000 Penalty: 6017.990234
	Iteration 137Q: 3 clusters Score -2.510699e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 164653 members 
Entering Unmasked Estep 
Score: -25107000.000000 Penalty: 6017.990234
	Iteration 138Q: 3 clusters Score -2.5107e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -25106718.000000 Penalty: 6017.990234
	Iteration 139Q: 3 clusters Score -2.510672e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -25106764.000000 Penalty: 6017.990234
	Iteration 140F: 3 clusters Score -2.510676e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -25106694.000000 Penalty: 6017.990234
	Iteration 141Q: 3 clusters Score -2.510669e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -25106596.000000 Penalty: 6017.990234
	Iteration 142Q: 3 clusters Score -2.51066e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -25106460.000000 Penalty: 6017.990234
	Iteration 143Q: 3 clusters Score -2.510646e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -25106264.000000 Penalty: 6017.990234
	Iteration 144Q: 3 clusters Score -2.510626e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 177325 members 
Entering Unmasked Estep 
Score: -25105928.000000 Penalty: 6017.990234
	Iteration 145Q: 3 clusters Score -2.510593e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -25105638.000000 Penalty: 6017.990234
	Iteration 146Q: 3 clusters Score -2.510564e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -25105310.000000 Penalty: 6017.990234
	Iteration 147Q: 3 clusters Score -2.510531e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 180175 members 
Entering Unmasked Estep 
Score: -25104998.000000 Penalty: 6017.990234
	Iteration 148Q: 3 clusters Score -2.5105e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 180894 members 
Entering Unmasked Estep 
Score: -25104784.000000 Penalty: 6017.990234
	Iteration 149Q: 3 clusters Score -2.510478e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 181510 members 
Entering Unmasked Estep 
Score: -25104580.000000 Penalty: 6017.990234
	Iteration 150Q: 3 clusters Score -2.510458e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 182034 members 
Entering Unmasked Estep 
Score: -25104350.000000 Penalty: 6017.990234
	Iteration 151Q: 3 clusters Score -2.510435e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 182481 members 
Entering Unmasked Estep 
Score: -25104250.000000 Penalty: 6017.990234
	Iteration 152Q: 3 clusters Score -2.510425e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 182891 members 
Entering Unmasked Estep 
Score: -25104146.000000 Penalty: 6017.990234
	Iteration 153Q: 3 clusters Score -2.510415e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 183206 members 
Entering Unmasked Estep 
Score: -25104058.000000 Penalty: 6017.990234
	Iteration 154Q: 3 clusters Score -2.510406e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -25103952.000000 Penalty: 6017.990234
	Iteration 155Q: 3 clusters Score -2.510395e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 183688 members 
Entering Unmasked Estep 
Score: -25103864.000000 Penalty: 6017.990234
	Iteration 156Q: 3 clusters Score -2.510386e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -25103852.000000 Penalty: 6017.990234
	Iteration 157Q: 3 clusters Score -2.510385e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 183995 members 
Entering Unmasked Estep 
Score: -25103808.000000 Penalty: 6017.990234
	Iteration 158Q: 3 clusters Score -2.510381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 184079 members 
Entering Unmasked Estep 
Score: -25103746.000000 Penalty: 6017.990234
	Iteration 159Q: 3 clusters Score -2.510375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 184140 members 
Entering Unmasked Estep 
Score: -25103704.000000 Penalty: 6017.990234
	Iteration 160F: 3 clusters Score -2.51037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 184186 members 
Entering Unmasked Estep 
Score: -25103698.000000 Penalty: 6017.990234
	Iteration 161Q: 3 clusters Score -2.51037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 184221 members 
Entering Unmasked Estep 
Score: -25103690.000000 Penalty: 6017.990234
	Iteration 162Q: 3 clusters Score -2.510369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 184254 members 
Entering Unmasked Estep 
Score: -25103662.000000 Penalty: 6017.990234
	Iteration 163Q: 3 clusters Score -2.510366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -25103650.000000 Penalty: 6017.990234
	Iteration 164Q: 3 clusters Score -2.510365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -25103626.000000 Penalty: 6017.990234
	Iteration 165Q: 3 clusters Score -2.510363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -25103616.000000 Penalty: 6017.990234
	Iteration 166Q: 3 clusters Score -2.510362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -25103610.000000 Penalty: 6017.990234
	Iteration 167Q: 3 clusters Score -2.510361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -25103606.000000 Penalty: 6017.990234
	Iteration 168Q: 3 clusters Score -2.510361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 184401 members 
Entering Unmasked Estep 
Score: -25103578.000000 Penalty: 6017.990234
	Iteration 169Q: 3 clusters Score -2.510358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 184425 members 
Entering Unmasked Estep 
Score: -25103548.000000 Penalty: 6017.990234
	Iteration 170Q: 3 clusters Score -2.510355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -25103546.000000 Penalty: 6017.990234
	Iteration 171Q: 3 clusters Score -2.510355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -25103546.000000 Penalty: 6017.990234
	Iteration 172Q: 3 clusters Score -2.510355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 184463 members 
Entering Unmasked Estep 
Score: -25103550.000000 Penalty: 6017.990234
	Iteration 173Q: 3 clusters Score -2.510355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 184473 members 
Entering Unmasked Estep 
Score: -25103546.000000 Penalty: 6017.990234
	Iteration 174Q: 3 clusters Score -2.510355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -25103564.000000 Penalty: 6017.990234
	Iteration 175Q: 3 clusters Score -2.510356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 184491 members 
Entering Unmasked Estep 
Score: -25103550.000000 Penalty: 6017.990234
	Iteration 176Q: 3 clusters Score -2.510355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -25103536.000000 Penalty: 6017.990234
	Iteration 177Q: 3 clusters Score -2.510354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 184503 members 
Entering Unmasked Estep 
Score: -25103526.000000 Penalty: 6017.990234
	Iteration 178Q: 3 clusters Score -2.510353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -25103514.000000 Penalty: 6017.990234
	Iteration 179Q: 3 clusters Score -2.510351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 184518 members 
Entering Unmasked Estep 
Score: -25103508.000000 Penalty: 6017.990234
	Iteration 180F: 3 clusters Score -2.510351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
Score: -25103506.000000 Penalty: 6017.990234
	Iteration 181Q: 3 clusters Score -2.510351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -25103506.000000 Penalty: 6017.990234
	Iteration 182Q: 3 clusters Score -2.510351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 184529 members 
Entering Unmasked Estep 
Score: -25103510.000000 Penalty: 6017.990234
	Iteration 183Q: 3 clusters Score -2.510351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 184536 members 
Entering Unmasked Estep 
Score: -25103502.000000 Penalty: 6017.990234
	Iteration 184Q: 3 clusters Score -2.51035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 184543 members 
Entering Unmasked Estep 
Score: -25103504.000000 Penalty: 6017.990234
	Iteration 185Q: 3 clusters Score -2.51035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -25103496.000000 Penalty: 6017.990234
	Iteration 186Q: 3 clusters Score -2.51035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 184556 members 
Entering Unmasked Estep 
Score: -25103498.000000 Penalty: 6017.990234
	Iteration 187Q: 3 clusters Score -2.51035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 184562 members 
Entering Unmasked Estep 
Score: -25103506.000000 Penalty: 6017.990234
	Iteration 188Q: 3 clusters Score -2.510351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -25103490.000000 Penalty: 6017.990234
	Iteration 189Q: 3 clusters Score -2.510349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -25103490.000000 Penalty: 6017.990234
	Iteration 190F: 3 clusters Score -2.510349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Entering Unmasked Estep 
Score: -20116436.000000 Penalty: 2954.290039
	Iteration 0F: 2 clusters Score -2.011644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -20017410.000000 Penalty: 5908.580078
	Iteration 0F: 3 clusters Score -2.001741e+07 nChanged 71237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -20058874.000000 Penalty: 5908.580078
	Iteration 1F: 3 clusters Score -2.005887e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -20060070.000000 Penalty: 5908.580078
	Iteration 2Q: 3 clusters Score -2.006007e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -20061518.000000 Penalty: 5908.580078
	Iteration 3Q: 3 clusters Score -2.006152e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -20063590.000000 Penalty: 5908.580078
	Iteration 4Q: 3 clusters Score -2.006359e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -20066922.000000 Penalty: 5908.580078
	Iteration 5Q: 3 clusters Score -2.006692e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -20071772.000000 Penalty: 5908.580078
	Iteration 6F: 3 clusters Score -2.007177e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -20078002.000000 Penalty: 5908.580078
	Iteration 7F: 3 clusters Score -2.0078e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -20084674.000000 Penalty: 5908.580078
	Iteration 8F: 3 clusters Score -2.008467e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -20090586.000000 Penalty: 5908.580078
	Iteration 9F: 3 clusters Score -2.009059e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -20094548.000000 Penalty: 5908.580078
	Iteration 10Q: 3 clusters Score -2.009455e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -20097034.000000 Penalty: 5908.580078
	Iteration 11Q: 3 clusters Score -2.009703e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -20098408.000000 Penalty: 5908.580078
	Iteration 12Q: 3 clusters Score -2.009841e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 118344 members 
Entering Unmasked Estep 
Score: -20099666.000000 Penalty: 5908.580078
	Iteration 13Q: 3 clusters Score -2.009967e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -20100782.000000 Penalty: 5908.580078
	Iteration 14Q: 3 clusters Score -2.010078e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -20101838.000000 Penalty: 5908.580078
	Iteration 15Q: 3 clusters Score -2.010184e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 126618 members 
Entering Unmasked Estep 
Score: -20103104.000000 Penalty: 5908.580078
	Iteration 16Q: 3 clusters Score -2.01031e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -20104420.000000 Penalty: 5908.580078
	Iteration 17Q: 3 clusters Score -2.010442e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -20105748.000000 Penalty: 5908.580078
	Iteration 18Q: 3 clusters Score -2.010575e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -20106996.000000 Penalty: 5908.580078
	Iteration 19Q: 3 clusters Score -2.0107e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -20108252.000000 Penalty: 5908.580078
	Iteration 20F: 3 clusters Score -2.010825e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -20109424.000000 Penalty: 5908.580078
	Iteration 21Q: 3 clusters Score -2.010942e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -20110462.000000 Penalty: 5908.580078
	Iteration 22Q: 3 clusters Score -2.011046e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -20111272.000000 Penalty: 5908.580078
	Iteration 23Q: 3 clusters Score -2.011127e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -20111918.000000 Penalty: 5908.580078
	Iteration 24Q: 3 clusters Score -2.011192e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -20112442.000000 Penalty: 5908.580078
	Iteration 25Q: 3 clusters Score -2.011244e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -20112868.000000 Penalty: 5908.580078
	Iteration 26Q: 3 clusters Score -2.011287e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -20113082.000000 Penalty: 5908.580078
	Iteration 27Q: 3 clusters Score -2.011308e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -20113344.000000 Penalty: 5908.580078
	Iteration 28Q: 3 clusters Score -2.011334e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -20113528.000000 Penalty: 5908.580078
	Iteration 29Q: 3 clusters Score -2.011353e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -20113620.000000 Penalty: 5908.580078
	Iteration 30Q: 3 clusters Score -2.011362e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -20113676.000000 Penalty: 5908.580078
	Iteration 31Q: 3 clusters Score -2.011368e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -20113738.000000 Penalty: 5908.580078
	Iteration 32Q: 3 clusters Score -2.011374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -20113768.000000 Penalty: 5908.580078
	Iteration 33Q: 3 clusters Score -2.011377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 148172 members 
Entering Unmasked Estep 
Score: -20113834.000000 Penalty: 5908.580078
	Iteration 34Q: 3 clusters Score -2.011383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -20113872.000000 Penalty: 5908.580078
	Iteration 35Q: 3 clusters Score -2.011387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -20113884.000000 Penalty: 5908.580078
	Iteration 36Q: 3 clusters Score -2.011388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 148286 members 
Entering Unmasked Estep 
Score: -20113916.000000 Penalty: 5908.580078
	Iteration 37Q: 3 clusters Score -2.011392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -20113930.000000 Penalty: 5908.580078
	Iteration 38Q: 3 clusters Score -2.011393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -20113958.000000 Penalty: 5908.580078
	Iteration 39Q: 3 clusters Score -2.011396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -20113966.000000 Penalty: 5908.580078
	Iteration 40F: 3 clusters Score -2.011397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -20113954.000000 Penalty: 5908.580078
	Iteration 41Q: 3 clusters Score -2.011395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -20113970.000000 Penalty: 5908.580078
	Iteration 42Q: 3 clusters Score -2.011397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -20113962.000000 Penalty: 5908.580078
	Iteration 43Q: 3 clusters Score -2.011396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 148371 members 
Entering Unmasked Estep 
Score: -20113974.000000 Penalty: 5908.580078
	Iteration 44Q: 3 clusters Score -2.011397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 148377 members 
Entering Unmasked Estep 
Score: -20113964.000000 Penalty: 5908.580078
	Iteration 45Q: 3 clusters Score -2.011396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -20113988.000000 Penalty: 5908.580078
	Iteration 46Q: 3 clusters Score -2.011399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -20113976.000000 Penalty: 5908.580078
	Iteration 47Q: 3 clusters Score -2.011398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -20113990.000000 Penalty: 5908.580078
	Iteration 48Q: 3 clusters Score -2.011399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -20113986.000000 Penalty: 5908.580078
	Iteration 49Q: 3 clusters Score -2.011399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -20113982.000000 Penalty: 5908.580078
	Iteration 50Q: 3 clusters Score -2.011398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -20113972.000000 Penalty: 5908.580078
	Iteration 51Q: 3 clusters Score -2.011397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -20113968.000000 Penalty: 5908.580078
	Iteration 52Q: 3 clusters Score -2.011397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -20113978.000000 Penalty: 5908.580078
	Iteration 53Q: 3 clusters Score -2.011398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -20113984.000000 Penalty: 5908.580078
	Iteration 54Q: 3 clusters Score -2.011398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -20113976.000000 Penalty: 5908.580078
	Iteration 55Q: 3 clusters Score -2.011398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 148398 members 
Entering Unmasked Estep 
Score: -20113988.000000 Penalty: 5908.580078
	Iteration 56Q: 3 clusters Score -2.011399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -20113982.000000 Penalty: 5908.580078
	Iteration 57Q: 3 clusters Score -2.011398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 148407 members 
Entering Unmasked Estep 
Score: -20113982.000000 Penalty: 5908.580078
	Iteration 58Q: 3 clusters Score -2.011398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -20113988.000000 Penalty: 5908.580078
	Iteration 59Q: 3 clusters Score -2.011399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -20114002.000000 Penalty: 5908.580078
	Iteration 60F: 3 clusters Score -2.0114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -20113994.000000 Penalty: 5908.580078
	Iteration 61Q: 3 clusters Score -2.011399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -20113988.000000 Penalty: 5908.580078
	Iteration 62Q: 3 clusters Score -2.011399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -20113986.000000 Penalty: 5908.580078
	Iteration 63Q: 3 clusters Score -2.011399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -20113988.000000 Penalty: 5908.580078
	Iteration 64Q: 3 clusters Score -2.011399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -20113978.000000 Penalty: 5908.580078
	Iteration 65Q: 3 clusters Score -2.011398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -20113978.000000 Penalty: 5908.580078
	Iteration 66F: 3 clusters Score -2.011398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Entering Unmasked Estep 
Score: -8001961.500000 Penalty: 2724.163330
	Iteration 0F: 2 clusters Score -8001962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -7962163.000000 Penalty: 5448.326660
	Iteration 0F: 3 clusters Score -7962163 nChanged 27386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -7977647.500000 Penalty: 5448.326660
	Iteration 1F: 3 clusters Score -7977648 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7978252.500000 Penalty: 5448.326660
	Iteration 2Q: 3 clusters Score -7978252 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7979001.000000 Penalty: 5448.326660
	Iteration 3Q: 3 clusters Score -7979001 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7980159.000000 Penalty: 5448.326660
	Iteration 4Q: 3 clusters Score -7980159 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7981953.500000 Penalty: 5448.326660
	Iteration 5F: 3 clusters Score -7981954 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7984930.000000 Penalty: 5448.326660
	Iteration 6F: 3 clusters Score -7984930 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -7988750.000000 Penalty: 5448.326660
	Iteration 7F: 3 clusters Score -7988750 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7992611.000000 Penalty: 5448.326660
	Iteration 8F: 3 clusters Score -7992611 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -7995735.000000 Penalty: 5448.326660
	Iteration 9F: 3 clusters Score -7995735 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -7997631.500000 Penalty: 5448.326660
	Iteration 10Q: 3 clusters Score -7997632 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7998535.000000 Penalty: 5448.326660
	Iteration 11Q: 3 clusters Score -7998535 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7998978.000000 Penalty: 5448.326660
	Iteration 12Q: 3 clusters Score -7998978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7999223.500000 Penalty: 5448.326660
	Iteration 13Q: 3 clusters Score -7999224 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -7999402.000000 Penalty: 5448.326660
	Iteration 14Q: 3 clusters Score -7999402 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -7999528.500000 Penalty: 5448.326660
	Iteration 15Q: 3 clusters Score -7999528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7999597.500000 Penalty: 5448.326660
	Iteration 16Q: 3 clusters Score -7999598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -7999628.000000 Penalty: 5448.326660
	Iteration 17Q: 3 clusters Score -7999628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -7999686.000000 Penalty: 5448.326660
	Iteration 18Q: 3 clusters Score -7999686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -7999731.000000 Penalty: 5448.326660
	Iteration 19Q: 3 clusters Score -7999731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7999758.000000 Penalty: 5448.326660
	Iteration 20F: 3 clusters Score -7999758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7999799.000000 Penalty: 5448.326660
	Iteration 21Q: 3 clusters Score -7999799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -7999811.500000 Penalty: 5448.326660
	Iteration 22Q: 3 clusters Score -7999812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7999831.000000 Penalty: 5448.326660
	Iteration 23Q: 3 clusters Score -7999831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7999849.500000 Penalty: 5448.326660
	Iteration 24Q: 3 clusters Score -7999850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -7999860.000000 Penalty: 5448.326660
	Iteration 25Q: 3 clusters Score -7999860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7999875.500000 Penalty: 5448.326660
	Iteration 26Q: 3 clusters Score -7999876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -7999874.500000 Penalty: 5448.326660
	Iteration 27Q: 3 clusters Score -7999874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -7999876.500000 Penalty: 5448.326660
	Iteration 28Q: 3 clusters Score -7999876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -7999879.500000 Penalty: 5448.326660
	Iteration 29Q: 3 clusters Score -7999880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -7999875.000000 Penalty: 5448.326660
	Iteration 30Q: 3 clusters Score -7999875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -7999890.000000 Penalty: 5448.326660
	Iteration 31Q: 3 clusters Score -7999890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -7999895.000000 Penalty: 5448.326660
	Iteration 32Q: 3 clusters Score -7999895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -7999895.500000 Penalty: 5448.326660
	Iteration 33Q: 3 clusters Score -7999896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -7999908.000000 Penalty: 5448.326660
	Iteration 34Q: 3 clusters Score -7999908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7999915.000000 Penalty: 5448.326660
	Iteration 35Q: 3 clusters Score -7999915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7999913.500000 Penalty: 5448.326660
	Iteration 36Q: 3 clusters Score -7999914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -7999911.500000 Penalty: 5448.326660
	Iteration 37Q: 3 clusters Score -7999912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -7999920.500000 Penalty: 5448.326660
	Iteration 38Q: 3 clusters Score -7999920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7999924.500000 Penalty: 5448.326660
	Iteration 39Q: 3 clusters Score -7999924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -7999930.500000 Penalty: 5448.326660
	Iteration 40F: 3 clusters Score -7999930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7999940.500000 Penalty: 5448.326660
	Iteration 41Q: 3 clusters Score -7999940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -7999939.500000 Penalty: 5448.326660
	Iteration 42Q: 3 clusters Score -7999940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -7999940.000000 Penalty: 5448.326660
	Iteration 43Q: 3 clusters Score -7999940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -7999935.500000 Penalty: 5448.326660
	Iteration 44Q: 3 clusters Score -7999936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -7999941.500000 Penalty: 5448.326660
	Iteration 45Q: 3 clusters Score -7999942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7999941.000000 Penalty: 5448.326660
	Iteration 46Q: 3 clusters Score -7999941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -7999937.000000 Penalty: 5448.326660
	Iteration 47Q: 3 clusters Score -7999937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7999936.000000 Penalty: 5448.326660
	Iteration 48Q: 3 clusters Score -7999936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7999934.000000 Penalty: 5448.326660
	Iteration 49Q: 3 clusters Score -7999934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -7999936.500000 Penalty: 5448.326660
	Iteration 50Q: 3 clusters Score -7999936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -7999936.500000 Penalty: 5448.326660
	Iteration 51F: 3 clusters Score -7999936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Entering Unmasked Estep 
Score: -8291036.000000 Penalty: 2742.893311
	Iteration 0F: 2 clusters Score -8291036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -8248385.500000 Penalty: 5485.786621
	Iteration 0F: 3 clusters Score -8248386 nChanged 29527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8264647.500000 Penalty: 5485.786621
	Iteration 1F: 3 clusters Score -8264648 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -8265089.500000 Penalty: 5485.786621
	Iteration 2Q: 3 clusters Score -8265090 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -8265662.500000 Penalty: 5485.786621
	Iteration 3Q: 3 clusters Score -8265662 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8266272.000000 Penalty: 5485.786621
	Iteration 4Q: 3 clusters Score -8266272 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -8267063.000000 Penalty: 5485.786621
	Iteration 5Q: 3 clusters Score -8267063 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8268376.000000 Penalty: 5485.786621
	Iteration 6Q: 3 clusters Score -8268376 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -8270602.000000 Penalty: 5485.786621
	Iteration 7F: 3 clusters Score -8270602 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -8274176.500000 Penalty: 5485.786621
	Iteration 8F: 3 clusters Score -8274176 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -8279080.500000 Penalty: 5485.786621
	Iteration 9F: 3 clusters Score -8279080 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -8283982.000000 Penalty: 5485.786621
	Iteration 10F: 3 clusters Score -8283982 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8286886.000000 Penalty: 5485.786621
	Iteration 11Q: 3 clusters Score -8286886 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8288038.000000 Penalty: 5485.786621
	Iteration 12Q: 3 clusters Score -8288038 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8288427.500000 Penalty: 5485.786621
	Iteration 13Q: 3 clusters Score -8288428 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8288651.500000 Penalty: 5485.786621
	Iteration 14Q: 3 clusters Score -8288652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8288710.500000 Penalty: 5485.786621
	Iteration 15Q: 3 clusters Score -8288710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8288761.500000 Penalty: 5485.786621
	Iteration 16Q: 3 clusters Score -8288762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8288803.500000 Penalty: 5485.786621
	Iteration 17Q: 3 clusters Score -8288804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8288822.000000 Penalty: 5485.786621
	Iteration 18Q: 3 clusters Score -8288822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8288826.500000 Penalty: 5485.786621
	Iteration 19Q: 3 clusters Score -8288826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8288838.500000 Penalty: 5485.786621
	Iteration 20F: 3 clusters Score -8288838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8288850.000000 Penalty: 5485.786621
	Iteration 21Q: 3 clusters Score -8288850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8288846.000000 Penalty: 5485.786621
	Iteration 22Q: 3 clusters Score -8288846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8288853.000000 Penalty: 5485.786621
	Iteration 23Q: 3 clusters Score -8288853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8288851.000000 Penalty: 5485.786621
	Iteration 24Q: 3 clusters Score -8288851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8288856.500000 Penalty: 5485.786621
	Iteration 25Q: 3 clusters Score -8288856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8288856.500000 Penalty: 5485.786621
	Iteration 26F: 3 clusters Score -8288856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -155661.687500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -155661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153579.968750 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -153580 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154199.093750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -154199.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154648.640625 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -154648.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155180.437500 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -155180.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155733.234375 Penalty: 3541.271484
	Iteration 4F: 3 clusters Score -155733.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155818.015625 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -155818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155852.906250 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -155852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -155883.187500 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -155883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155905.781250 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -155905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155929.562500 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -155929.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155962.609375 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -155962.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156014.750000 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -156014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -156062.265625 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -156062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -156120.500000 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -156120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -156169.625000 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -156169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -156182.984375 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -156183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -156189.546875 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -156189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156190.578125 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -156190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156191.968750 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -156192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156191.968750 Penalty: 3541.271484
	Iteration 19F: 3 clusters Score -156192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 149113 members 
Mstep: Class 6 contains 58955 members 
Mstep: Class 7 contains 63580 members 
Mstep: Class 8 contains 837 members 
Mstep: Class 9 contains 149337 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115493 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 90189 members 
Mstep: Class 17 contains 78180 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 149846 members 
Mstep: Class 21 contains 132243 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
Score: -180349568.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180350400.000000 to -180349568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (149337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Entering Unmasked Estep 
Score: -20064940.000000 Penalty: 2954.662109
	Iteration 0F: 2 clusters Score -2.006494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -19965684.000000 Penalty: 5909.324219
	Iteration 0F: 3 clusters Score -1.996568e+07 nChanged 71492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -20006956.000000 Penalty: 5909.324219
	Iteration 1F: 3 clusters Score -2.000696e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -20007548.000000 Penalty: 5909.324219
	Iteration 2Q: 3 clusters Score -2.000755e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -20008340.000000 Penalty: 5909.324219
	Iteration 3Q: 3 clusters Score -2.000834e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -20009440.000000 Penalty: 5909.324219
	Iteration 4Q: 3 clusters Score -2.000944e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -20011292.000000 Penalty: 5909.324219
	Iteration 5Q: 3 clusters Score -2.001129e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -20014776.000000 Penalty: 5909.324219
	Iteration 6Q: 3 clusters Score -2.001478e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -20021282.000000 Penalty: 5909.324219
	Iteration 7F: 3 clusters Score -2.002128e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -20031712.000000 Penalty: 5909.324219
	Iteration 8F: 3 clusters Score -2.003171e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -20044818.000000 Penalty: 5909.324219
	Iteration 9F: 3 clusters Score -2.004482e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -20055890.000000 Penalty: 5909.324219
	Iteration 10F: 3 clusters Score -2.005589e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -20060696.000000 Penalty: 5909.324219
	Iteration 11Q: 3 clusters Score -2.00607e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -20061884.000000 Penalty: 5909.324219
	Iteration 12Q: 3 clusters Score -2.006188e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -20062136.000000 Penalty: 5909.324219
	Iteration 13Q: 3 clusters Score -2.006214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -20062236.000000 Penalty: 5909.324219
	Iteration 14Q: 3 clusters Score -2.006224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149177 members 
Entering Unmasked Estep 
Score: -20062282.000000 Penalty: 5909.324219
	Iteration 15Q: 3 clusters Score -2.006228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -20062288.000000 Penalty: 5909.324219
	Iteration 16Q: 3 clusters Score -2.006229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149184 members 
Entering Unmasked Estep 
Score: -20062274.000000 Penalty: 5909.324219
	Iteration 17Q: 3 clusters Score -2.006227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -20062282.000000 Penalty: 5909.324219
	Iteration 18Q: 3 clusters Score -2.006228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -20062282.000000 Penalty: 5909.324219
	Iteration 19F: 3 clusters Score -2.006228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -465595.562500 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -465595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -462163.250000 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -462163.2 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -462830.093750 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -462830.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462973.281250 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -462973.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -463042.718750 Penalty: 4018.883057
	Iteration 3Q: 3 clusters Score -463042.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -463098.156250 Penalty: 4018.883057
	Iteration 4Q: 3 clusters Score -463098.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -463134.218750 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -463134.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -463163.250000 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -463163.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -463185.781250 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -463185.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -463201.750000 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -463201.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -463211.000000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -463211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -463223.843750 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -463223.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -463235.593750 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -463235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -463249.031250 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -463249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -463258.812500 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -463258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -463263.531250 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -463263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463268.687500 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -463268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -463272.812500 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -463272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -463278.125000 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -463278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -463280.375000 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -463280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -463282.343750 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -463282.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -463286.500000 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -463286.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -463292.656250 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -463292.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -463299.781250 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -463299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -463304.000000 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -463304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -463307.968750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -463308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -463312.593750 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -463312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -463315.843750 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -463315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -463317.625000 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -463317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -463320.968750 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -463321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -463322.156250 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -463322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -463323.281250 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -463323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -463325.156250 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -463325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -463326.687500 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -463326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -463329.625000 Penalty: 4018.883057
	Iteration 33Q: 3 clusters Score -463329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -463331.375000 Penalty: 4018.883057
	Iteration 34Q: 3 clusters Score -463331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -463331.718750 Penalty: 4018.883057
	Iteration 35Q: 3 clusters Score -463331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -463333.656250 Penalty: 4018.883057
	Iteration 36Q: 3 clusters Score -463333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -463333.625000 Penalty: 4018.883057
	Iteration 37Q: 3 clusters Score -463333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -463335.500000 Penalty: 4018.883057
	Iteration 38Q: 3 clusters Score -463335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -463339.937500 Penalty: 4018.883057
	Iteration 39Q: 3 clusters Score -463339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -463342.187500 Penalty: 4018.883057
	Iteration 40F: 3 clusters Score -463342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -463345.250000 Penalty: 4018.883057
	Iteration 41Q: 3 clusters Score -463345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -463347.593750 Penalty: 4018.883057
	Iteration 42Q: 3 clusters Score -463347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -463349.531250 Penalty: 4018.883057
	Iteration 43Q: 3 clusters Score -463349.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -463353.062500 Penalty: 4018.883057
	Iteration 44Q: 3 clusters Score -463353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463353.562500 Penalty: 4018.883057
	Iteration 45Q: 3 clusters Score -463353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -463353.562500 Penalty: 4018.883057
	Iteration 46F: 3 clusters Score -463353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -742949.562500 Penalty: 2149.541992
	Iteration 0F: 2 clusters Score -742949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -737870.062500 Penalty: 4299.083984
	Iteration 0F: 3 clusters Score -737870.1 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -739265.375000 Penalty: 4299.083984
	Iteration 1F: 3 clusters Score -739265.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -739625.312500 Penalty: 4299.083984
	Iteration 2F: 3 clusters Score -739625.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -739916.937500 Penalty: 4299.083984
	Iteration 3F: 3 clusters Score -739916.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -740174.125000 Penalty: 4299.083984
	Iteration 4F: 3 clusters Score -740174.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -740384.062500 Penalty: 4299.083984
	Iteration 5F: 3 clusters Score -740384.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -740580.500000 Penalty: 4299.083984
	Iteration 6Q: 3 clusters Score -740580.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -740727.812500 Penalty: 4299.083984
	Iteration 7Q: 3 clusters Score -740727.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -740860.562500 Penalty: 4299.083984
	Iteration 8Q: 3 clusters Score -740860.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -740973.687500 Penalty: 4299.083984
	Iteration 9Q: 3 clusters Score -740973.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -741072.750000 Penalty: 4299.083984
	Iteration 10Q: 3 clusters Score -741072.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -741160.125000 Penalty: 4299.083984
	Iteration 11Q: 3 clusters Score -741160.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -741230.125000 Penalty: 4299.083984
	Iteration 12Q: 3 clusters Score -741230.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -741282.625000 Penalty: 4299.083984
	Iteration 13Q: 3 clusters Score -741282.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -741334.250000 Penalty: 4299.083984
	Iteration 14Q: 3 clusters Score -741334.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -741378.312500 Penalty: 4299.083984
	Iteration 15Q: 3 clusters Score -741378.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -741418.437500 Penalty: 4299.083984
	Iteration 16Q: 3 clusters Score -741418.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -741457.062500 Penalty: 4299.083984
	Iteration 17Q: 3 clusters Score -741457.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -741489.312500 Penalty: 4299.083984
	Iteration 18Q: 3 clusters Score -741489.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -741515.937500 Penalty: 4299.083984
	Iteration 19Q: 3 clusters Score -741515.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -741536.187500 Penalty: 4299.083984
	Iteration 20F: 3 clusters Score -741536.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -741550.187500 Penalty: 4299.083984
	Iteration 21Q: 3 clusters Score -741550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -741560.500000 Penalty: 4299.083984
	Iteration 22Q: 3 clusters Score -741560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -741571.125000 Penalty: 4299.083984
	Iteration 23Q: 3 clusters Score -741571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -741583.250000 Penalty: 4299.083984
	Iteration 24Q: 3 clusters Score -741583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -741589.687500 Penalty: 4299.083984
	Iteration 25Q: 3 clusters Score -741589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -741592.500000 Penalty: 4299.083984
	Iteration 26Q: 3 clusters Score -741592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -741596.437500 Penalty: 4299.083984
	Iteration 27Q: 3 clusters Score -741596.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -741605.500000 Penalty: 4299.083984
	Iteration 28Q: 3 clusters Score -741605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -741607.312500 Penalty: 4299.083984
	Iteration 29Q: 3 clusters Score -741607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -741613.937500 Penalty: 4299.083984
	Iteration 30Q: 3 clusters Score -741613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -741615.625000 Penalty: 4299.083984
	Iteration 31Q: 3 clusters Score -741615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -741617.062500 Penalty: 4299.083984
	Iteration 32Q: 3 clusters Score -741617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -741619.750000 Penalty: 4299.083984
	Iteration 33Q: 3 clusters Score -741619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -741620.062500 Penalty: 4299.083984
	Iteration 34Q: 3 clusters Score -741620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -741621.687500 Penalty: 4299.083984
	Iteration 35Q: 3 clusters Score -741621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -741626.250000 Penalty: 4299.083984
	Iteration 36Q: 3 clusters Score -741626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -741627.625000 Penalty: 4299.083984
	Iteration 37Q: 3 clusters Score -741627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -741628.687500 Penalty: 4299.083984
	Iteration 38Q: 3 clusters Score -741628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -741632.062500 Penalty: 4299.083984
	Iteration 39Q: 3 clusters Score -741632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -741637.062500 Penalty: 4299.083984
	Iteration 40F: 3 clusters Score -741637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -741637.875000 Penalty: 4299.083984
	Iteration 41Q: 3 clusters Score -741637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -741638.375000 Penalty: 4299.083984
	Iteration 42Q: 3 clusters Score -741638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -741639.937500 Penalty: 4299.083984
	Iteration 43Q: 3 clusters Score -741639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -741639.937500 Penalty: 4299.083984
	Iteration 44F: 3 clusters Score -741639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -343089.281250 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -343089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -340106.125000 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -340106.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -340652.906250 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -340652.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -340791.000000 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -340791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -340868.062500 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -340868.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -340930.843750 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -340930.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -340978.500000 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -340978.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -341018.812500 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -341018.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -341053.562500 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -341053.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -341087.375000 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -341087.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -341120.000000 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -341120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -341144.906250 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -341144.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -341164.656250 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -341164.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341183.312500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -341183.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -341206.156250 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -341206.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -341225.281250 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -341225.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -341243.031250 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -341243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341259.468750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -341259.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -341273.062500 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -341273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -341286.593750 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -341286.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -341302.156250 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -341302.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341318.750000 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -341318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -341332.656250 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -341332.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -341344.968750 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -341345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -341354.343750 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -341354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -341364.250000 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -341364.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -341372.437500 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -341372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -341379.375000 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -341379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -341383.000000 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -341383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -341385.968750 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -341386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -341390.000000 Penalty: 3895.580566
	Iteration 29Q: 3 clusters Score -341390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -341393.687500 Penalty: 3895.580566
	Iteration 30Q: 3 clusters Score -341393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -341396.562500 Penalty: 3895.580566
	Iteration 31Q: 3 clusters Score -341396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -341397.281250 Penalty: 3895.580566
	Iteration 32Q: 3 clusters Score -341397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -341397.281250 Penalty: 3895.580566
	Iteration 33F: 3 clusters Score -341397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Entering Unmasked Estep 
Score: -15601540.000000 Penalty: 2890.927490
	Iteration 0F: 2 clusters Score -1.560154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -15524446.000000 Penalty: 5781.854980
	Iteration 0F: 3 clusters Score -1.552445e+07 nChanged 54691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -15555563.000000 Penalty: 5781.854980
	Iteration 1F: 3 clusters Score -1.555556e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -15556371.000000 Penalty: 5781.854980
	Iteration 2Q: 3 clusters Score -1.555637e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -15557029.000000 Penalty: 5781.854980
	Iteration 3Q: 3 clusters Score -1.555703e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -15557871.000000 Penalty: 5781.854980
	Iteration 4Q: 3 clusters Score -1.555787e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -15559167.000000 Penalty: 5781.854980
	Iteration 5Q: 3 clusters Score -1.555917e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -15561021.000000 Penalty: 5781.854980
	Iteration 6Q: 3 clusters Score -1.556102e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -15563694.000000 Penalty: 5781.854980
	Iteration 7Q: 3 clusters Score -1.556369e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -15568345.000000 Penalty: 5781.854980
	Iteration 8F: 3 clusters Score -1.556834e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -15574862.000000 Penalty: 5781.854980
	Iteration 9F: 3 clusters Score -1.557486e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -15582487.000000 Penalty: 5781.854980
	Iteration 10F: 3 clusters Score -1.558249e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -15589246.000000 Penalty: 5781.854980
	Iteration 11F: 3 clusters Score -1.558925e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -15594188.000000 Penalty: 5781.854980
	Iteration 12Q: 3 clusters Score -1.559419e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -15597097.000000 Penalty: 5781.854980
	Iteration 13Q: 3 clusters Score -1.55971e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15598167.000000 Penalty: 5781.854980
	Iteration 14Q: 3 clusters Score -1.559817e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15598668.000000 Penalty: 5781.854980
	Iteration 15Q: 3 clusters Score -1.559867e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15598876.000000 Penalty: 5781.854980
	Iteration 16Q: 3 clusters Score -1.559888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115184 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15598942.000000 Penalty: 5781.854980
	Iteration 17Q: 3 clusters Score -1.559894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15598998.000000 Penalty: 5781.854980
	Iteration 18Q: 3 clusters Score -1.5599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15599024.000000 Penalty: 5781.854980
	Iteration 19Q: 3 clusters Score -1.559902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15599040.000000 Penalty: 5781.854980
	Iteration 20F: 3 clusters Score -1.559904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15599034.000000 Penalty: 5781.854980
	Iteration 21Q: 3 clusters Score -1.559903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15599036.000000 Penalty: 5781.854980
	Iteration 22Q: 3 clusters Score -1.559904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15599048.000000 Penalty: 5781.854980
	Iteration 23Q: 3 clusters Score -1.559905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15599043.000000 Penalty: 5781.854980
	Iteration 24Q: 3 clusters Score -1.559904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15599057.000000 Penalty: 5781.854980
	Iteration 25Q: 3 clusters Score -1.559906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15599055.000000 Penalty: 5781.854980
	Iteration 26Q: 3 clusters Score -1.559906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15599062.000000 Penalty: 5781.854980
	Iteration 27Q: 3 clusters Score -1.559906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15599065.000000 Penalty: 5781.854980
	Iteration 28Q: 3 clusters Score -1.559906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15599068.000000 Penalty: 5781.854980
	Iteration 29Q: 3 clusters Score -1.559907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15599074.000000 Penalty: 5781.854980
	Iteration 30Q: 3 clusters Score -1.559907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15599072.000000 Penalty: 5781.854980
	Iteration 31Q: 3 clusters Score -1.559907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15599086.000000 Penalty: 5781.854980
	Iteration 32Q: 3 clusters Score -1.559909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15599090.000000 Penalty: 5781.854980
	Iteration 33Q: 3 clusters Score -1.559909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15599089.000000 Penalty: 5781.854980
	Iteration 34Q: 3 clusters Score -1.559909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15599093.000000 Penalty: 5781.854980
	Iteration 35Q: 3 clusters Score -1.559909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15599094.000000 Penalty: 5781.854980
	Iteration 36Q: 3 clusters Score -1.559909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15599097.000000 Penalty: 5781.854980
	Iteration 37Q: 3 clusters Score -1.55991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15599097.000000 Penalty: 5781.854980
	Iteration 38F: 3 clusters Score -1.55991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Entering Unmasked Estep 
Score: -21135012.000000 Penalty: 2968.104736
	Iteration 0F: 2 clusters Score -2.113501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -21031194.000000 Penalty: 5936.209473
	Iteration 0F: 3 clusters Score -2.103119e+07 nChanged 75633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -21074990.000000 Penalty: 5936.209473
	Iteration 1F: 3 clusters Score -2.107499e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -21075964.000000 Penalty: 5936.209473
	Iteration 2Q: 3 clusters Score -2.107596e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -21077380.000000 Penalty: 5936.209473
	Iteration 3Q: 3 clusters Score -2.107738e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -21079824.000000 Penalty: 5936.209473
	Iteration 4Q: 3 clusters Score -2.107982e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -21084232.000000 Penalty: 5936.209473
	Iteration 5F: 3 clusters Score -2.108423e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 114280 members 
Entering Unmasked Estep 
Score: -21092168.000000 Penalty: 5936.209473
	Iteration 6F: 3 clusters Score -2.109217e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 128456 members 
Entering Unmasked Estep 
Score: -21104798.000000 Penalty: 5936.209473
	Iteration 7F: 3 clusters Score -2.11048e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -21118964.000000 Penalty: 5936.209473
	Iteration 8F: 3 clusters Score -2.111896e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -21127550.000000 Penalty: 5936.209473
	Iteration 9F: 3 clusters Score -2.112755e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -21130914.000000 Penalty: 5936.209473
	Iteration 10Q: 3 clusters Score -2.113091e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -21131870.000000 Penalty: 5936.209473
	Iteration 11Q: 3 clusters Score -2.113187e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -21132184.000000 Penalty: 5936.209473
	Iteration 12Q: 3 clusters Score -2.113218e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -21132296.000000 Penalty: 5936.209473
	Iteration 13Q: 3 clusters Score -2.11323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157391 members 
Entering Unmasked Estep 
Score: -21132334.000000 Penalty: 5936.209473
	Iteration 14Q: 3 clusters Score -2.113233e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -21132358.000000 Penalty: 5936.209473
	Iteration 15Q: 3 clusters Score -2.113236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -21132380.000000 Penalty: 5936.209473
	Iteration 16Q: 3 clusters Score -2.113238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -21132400.000000 Penalty: 5936.209473
	Iteration 17Q: 3 clusters Score -2.11324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 157416 members 
Entering Unmasked Estep 
Score: -21132412.000000 Penalty: 5936.209473
	Iteration 18Q: 3 clusters Score -2.113241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -21132428.000000 Penalty: 5936.209473
	Iteration 19Q: 3 clusters Score -2.113243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -21132430.000000 Penalty: 5936.209473
	Iteration 20F: 3 clusters Score -2.113243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -21132444.000000 Penalty: 5936.209473
	Iteration 21Q: 3 clusters Score -2.113244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21132446.000000 Penalty: 5936.209473
	Iteration 22Q: 3 clusters Score -2.113245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21132446.000000 Penalty: 5936.209473
	Iteration 23Q: 3 clusters Score -2.113245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21132450.000000 Penalty: 5936.209473
	Iteration 24Q: 3 clusters Score -2.113245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -21132452.000000 Penalty: 5936.209473
	Iteration 25Q: 3 clusters Score -2.113245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -21132454.000000 Penalty: 5936.209473
	Iteration 26Q: 3 clusters Score -2.113245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -21132454.000000 Penalty: 5936.209473
	Iteration 27Q: 3 clusters Score -2.113245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21132466.000000 Penalty: 5936.209473
	Iteration 28Q: 3 clusters Score -2.113247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21132466.000000 Penalty: 5936.209473
	Iteration 29F: 3 clusters Score -2.113247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Entering Unmasked Estep 
Score: -12240080.000000 Penalty: 2829.596436
	Iteration 0F: 2 clusters Score -1.224008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -12179851.000000 Penalty: 5659.192871
	Iteration 0F: 3 clusters Score -1.217985e+07 nChanged 42480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -12203580.000000 Penalty: 5659.192871
	Iteration 1F: 3 clusters Score -1.220358e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -12204419.000000 Penalty: 5659.192871
	Iteration 2Q: 3 clusters Score -1.220442e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -12205329.000000 Penalty: 5659.192871
	Iteration 3Q: 3 clusters Score -1.220533e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -12206482.000000 Penalty: 5659.192871
	Iteration 4Q: 3 clusters Score -1.220648e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -12208043.000000 Penalty: 5659.192871
	Iteration 5Q: 3 clusters Score -1.220804e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -12210163.000000 Penalty: 5659.192871
	Iteration 6Q: 3 clusters Score -1.221016e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -12213329.000000 Penalty: 5659.192871
	Iteration 7F: 3 clusters Score -1.221333e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -12217845.000000 Penalty: 5659.192871
	Iteration 8F: 3 clusters Score -1.221784e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -12222669.000000 Penalty: 5659.192871
	Iteration 9F: 3 clusters Score -1.222267e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -12225781.000000 Penalty: 5659.192871
	Iteration 10F: 3 clusters Score -1.222578e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -12227046.000000 Penalty: 5659.192871
	Iteration 11Q: 3 clusters Score -1.222705e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -12227630.000000 Penalty: 5659.192871
	Iteration 12Q: 3 clusters Score -1.222763e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -12228071.000000 Penalty: 5659.192871
	Iteration 13Q: 3 clusters Score -1.222807e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -12228462.000000 Penalty: 5659.192871
	Iteration 14Q: 3 clusters Score -1.222846e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -12228839.000000 Penalty: 5659.192871
	Iteration 15Q: 3 clusters Score -1.222884e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -12229090.000000 Penalty: 5659.192871
	Iteration 16Q: 3 clusters Score -1.222909e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -12229343.000000 Penalty: 5659.192871
	Iteration 17Q: 3 clusters Score -1.222934e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -12229657.000000 Penalty: 5659.192871
	Iteration 18Q: 3 clusters Score -1.222966e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -12229984.000000 Penalty: 5659.192871
	Iteration 19Q: 3 clusters Score -1.222998e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -12230244.000000 Penalty: 5659.192871
	Iteration 20F: 3 clusters Score -1.223024e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -12230572.000000 Penalty: 5659.192871
	Iteration 21Q: 3 clusters Score -1.223057e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -12230921.000000 Penalty: 5659.192871
	Iteration 22Q: 3 clusters Score -1.223092e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -12231222.000000 Penalty: 5659.192871
	Iteration 23Q: 3 clusters Score -1.223122e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -12231473.000000 Penalty: 5659.192871
	Iteration 24Q: 3 clusters Score -1.223147e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -12231751.000000 Penalty: 5659.192871
	Iteration 25Q: 3 clusters Score -1.223175e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -12232091.000000 Penalty: 5659.192871
	Iteration 26Q: 3 clusters Score -1.223209e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -12232356.000000 Penalty: 5659.192871
	Iteration 27Q: 3 clusters Score -1.223236e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -12232556.000000 Penalty: 5659.192871
	Iteration 28Q: 3 clusters Score -1.223256e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -12232840.000000 Penalty: 5659.192871
	Iteration 29Q: 3 clusters Score -1.223284e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -12233069.000000 Penalty: 5659.192871
	Iteration 30Q: 3 clusters Score -1.223307e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -12233333.000000 Penalty: 5659.192871
	Iteration 31Q: 3 clusters Score -1.223333e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -12233558.000000 Penalty: 5659.192871
	Iteration 32Q: 3 clusters Score -1.223356e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -12233871.000000 Penalty: 5659.192871
	Iteration 33Q: 3 clusters Score -1.223387e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -12234094.000000 Penalty: 5659.192871
	Iteration 34Q: 3 clusters Score -1.223409e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -12234429.000000 Penalty: 5659.192871
	Iteration 35Q: 3 clusters Score -1.223443e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -12234637.000000 Penalty: 5659.192871
	Iteration 36Q: 3 clusters Score -1.223464e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -12234918.000000 Penalty: 5659.192871
	Iteration 37Q: 3 clusters Score -1.223492e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -12235209.000000 Penalty: 5659.192871
	Iteration 38Q: 3 clusters Score -1.223521e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -12235434.000000 Penalty: 5659.192871
	Iteration 39Q: 3 clusters Score -1.223543e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -12235660.000000 Penalty: 5659.192871
	Iteration 40F: 3 clusters Score -1.223566e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -12235916.000000 Penalty: 5659.192871
	Iteration 41Q: 3 clusters Score -1.223592e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -12236082.000000 Penalty: 5659.192871
	Iteration 42Q: 3 clusters Score -1.223608e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -12236257.000000 Penalty: 5659.192871
	Iteration 43Q: 3 clusters Score -1.223626e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -12236530.000000 Penalty: 5659.192871
	Iteration 44Q: 3 clusters Score -1.223653e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -12236681.000000 Penalty: 5659.192871
	Iteration 45Q: 3 clusters Score -1.223668e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -12236794.000000 Penalty: 5659.192871
	Iteration 46Q: 3 clusters Score -1.223679e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -12236922.000000 Penalty: 5659.192871
	Iteration 47Q: 3 clusters Score -1.223692e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -12237007.000000 Penalty: 5659.192871
	Iteration 48Q: 3 clusters Score -1.223701e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -12237074.000000 Penalty: 5659.192871
	Iteration 49Q: 3 clusters Score -1.223707e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -12237157.000000 Penalty: 5659.192871
	Iteration 50Q: 3 clusters Score -1.223716e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -12237255.000000 Penalty: 5659.192871
	Iteration 51Q: 3 clusters Score -1.223726e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12237329.000000 Penalty: 5659.192871
	Iteration 52Q: 3 clusters Score -1.223733e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12237397.000000 Penalty: 5659.192871
	Iteration 53Q: 3 clusters Score -1.22374e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12237425.000000 Penalty: 5659.192871
	Iteration 54Q: 3 clusters Score -1.223742e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12237472.000000 Penalty: 5659.192871
	Iteration 55Q: 3 clusters Score -1.223747e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12237523.000000 Penalty: 5659.192871
	Iteration 56Q: 3 clusters Score -1.223752e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12237574.000000 Penalty: 5659.192871
	Iteration 57Q: 3 clusters Score -1.223757e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12237586.000000 Penalty: 5659.192871
	Iteration 58Q: 3 clusters Score -1.223759e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12237596.000000 Penalty: 5659.192871
	Iteration 59Q: 3 clusters Score -1.22376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12237616.000000 Penalty: 5659.192871
	Iteration 60F: 3 clusters Score -1.223762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12237625.000000 Penalty: 5659.192871
	Iteration 61Q: 3 clusters Score -1.223762e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12237637.000000 Penalty: 5659.192871
	Iteration 62Q: 3 clusters Score -1.223764e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12237660.000000 Penalty: 5659.192871
	Iteration 63Q: 3 clusters Score -1.223766e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12237681.000000 Penalty: 5659.192871
	Iteration 64Q: 3 clusters Score -1.223768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12237700.000000 Penalty: 5659.192871
	Iteration 65Q: 3 clusters Score -1.22377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12237693.000000 Penalty: 5659.192871
	Iteration 66Q: 3 clusters Score -1.223769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12237709.000000 Penalty: 5659.192871
	Iteration 67Q: 3 clusters Score -1.223771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12237709.000000 Penalty: 5659.192871
	Iteration 68Q: 3 clusters Score -1.223771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12237717.000000 Penalty: 5659.192871
	Iteration 69Q: 3 clusters Score -1.223772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12237731.000000 Penalty: 5659.192871
	Iteration 70Q: 3 clusters Score -1.223773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12237727.000000 Penalty: 5659.192871
	Iteration 71Q: 3 clusters Score -1.223773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -12237732.000000 Penalty: 5659.192871
	Iteration 72Q: 3 clusters Score -1.223773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -12237733.000000 Penalty: 5659.192871
	Iteration 73Q: 3 clusters Score -1.223773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12237735.000000 Penalty: 5659.192871
	Iteration 74Q: 3 clusters Score -1.223774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12237731.000000 Penalty: 5659.192871
	Iteration 75Q: 3 clusters Score -1.223773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12237740.000000 Penalty: 5659.192871
	Iteration 76Q: 3 clusters Score -1.223774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12237752.000000 Penalty: 5659.192871
	Iteration 77Q: 3 clusters Score -1.223775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12237754.000000 Penalty: 5659.192871
	Iteration 78Q: 3 clusters Score -1.223775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12237770.000000 Penalty: 5659.192871
	Iteration 79Q: 3 clusters Score -1.223777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12237760.000000 Penalty: 5659.192871
	Iteration 80F: 3 clusters Score -1.223776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12237754.000000 Penalty: 5659.192871
	Iteration 81Q: 3 clusters Score -1.223775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12237747.000000 Penalty: 5659.192871
	Iteration 82Q: 3 clusters Score -1.223775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12237747.000000 Penalty: 5659.192871
	Iteration 83Q: 3 clusters Score -1.223775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12237742.000000 Penalty: 5659.192871
	Iteration 84Q: 3 clusters Score -1.223774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12237758.000000 Penalty: 5659.192871
	Iteration 85Q: 3 clusters Score -1.223776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12237766.000000 Penalty: 5659.192871
	Iteration 86Q: 3 clusters Score -1.223777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12237769.000000 Penalty: 5659.192871
	Iteration 87Q: 3 clusters Score -1.223777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12237764.000000 Penalty: 5659.192871
	Iteration 88Q: 3 clusters Score -1.223776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12237779.000000 Penalty: 5659.192871
	Iteration 89Q: 3 clusters Score -1.223778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12237765.000000 Penalty: 5659.192871
	Iteration 90Q: 3 clusters Score -1.223776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12237772.000000 Penalty: 5659.192871
	Iteration 91Q: 3 clusters Score -1.223777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12237777.000000 Penalty: 5659.192871
	Iteration 92Q: 3 clusters Score -1.223778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12237782.000000 Penalty: 5659.192871
	Iteration 93Q: 3 clusters Score -1.223778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12237792.000000 Penalty: 5659.192871
	Iteration 94Q: 3 clusters Score -1.223779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12237782.000000 Penalty: 5659.192871
	Iteration 95Q: 3 clusters Score -1.223778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12237770.000000 Penalty: 5659.192871
	Iteration 96Q: 3 clusters Score -1.223777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12237779.000000 Penalty: 5659.192871
	Iteration 97Q: 3 clusters Score -1.223778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12237780.000000 Penalty: 5659.192871
	Iteration 98Q: 3 clusters Score -1.223778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12237782.000000 Penalty: 5659.192871
	Iteration 99Q: 3 clusters Score -1.223778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12237784.000000 Penalty: 5659.192871
	Iteration 100F: 3 clusters Score -1.223778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12237797.000000 Penalty: 5659.192871
	Iteration 101Q: 3 clusters Score -1.22378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12237800.000000 Penalty: 5659.192871
	Iteration 102Q: 3 clusters Score -1.22378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12237798.000000 Penalty: 5659.192871
	Iteration 103Q: 3 clusters Score -1.22378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12237798.000000 Penalty: 5659.192871
	Iteration 104F: 3 clusters Score -1.22378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Entering Unmasked Estep 
Score: -10630427.000000 Penalty: 2794.158691
	Iteration 0F: 2 clusters Score -1.063043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -10578295.000000 Penalty: 5588.317383
	Iteration 0F: 3 clusters Score -1.05783e+07 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -10598500.000000 Penalty: 5588.317383
	Iteration 1F: 3 clusters Score -1.05985e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -10598958.000000 Penalty: 5588.317383
	Iteration 2Q: 3 clusters Score -1.059896e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -10599392.000000 Penalty: 5588.317383
	Iteration 3Q: 3 clusters Score -1.059939e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -10599815.000000 Penalty: 5588.317383
	Iteration 4Q: 3 clusters Score -1.059982e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -10600337.000000 Penalty: 5588.317383
	Iteration 5Q: 3 clusters Score -1.060034e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -10600894.000000 Penalty: 5588.317383
	Iteration 6Q: 3 clusters Score -1.060089e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -10601728.000000 Penalty: 5588.317383
	Iteration 7Q: 3 clusters Score -1.060173e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -10602908.000000 Penalty: 5588.317383
	Iteration 8Q: 3 clusters Score -1.060291e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -10604803.000000 Penalty: 5588.317383
	Iteration 9Q: 3 clusters Score -1.06048e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -10607590.000000 Penalty: 5588.317383
	Iteration 10F: 3 clusters Score -1.060759e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10611596.000000 Penalty: 5588.317383
	Iteration 11F: 3 clusters Score -1.06116e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -10616064.000000 Penalty: 5588.317383
	Iteration 12F: 3 clusters Score -1.061606e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -10619890.000000 Penalty: 5588.317383
	Iteration 13F: 3 clusters Score -1.061989e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -10622700.000000 Penalty: 5588.317383
	Iteration 14Q: 3 clusters Score -1.06227e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10624533.000000 Penalty: 5588.317383
	Iteration 15Q: 3 clusters Score -1.062453e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -10625702.000000 Penalty: 5588.317383
	Iteration 16Q: 3 clusters Score -1.06257e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10626505.000000 Penalty: 5588.317383
	Iteration 17Q: 3 clusters Score -1.06265e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10626994.000000 Penalty: 5588.317383
	Iteration 18Q: 3 clusters Score -1.062699e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10627285.000000 Penalty: 5588.317383
	Iteration 19Q: 3 clusters Score -1.062728e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10627520.000000 Penalty: 5588.317383
	Iteration 20F: 3 clusters Score -1.062752e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10627678.000000 Penalty: 5588.317383
	Iteration 21Q: 3 clusters Score -1.062768e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10627780.000000 Penalty: 5588.317383
	Iteration 22Q: 3 clusters Score -1.062778e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10627876.000000 Penalty: 5588.317383
	Iteration 23Q: 3 clusters Score -1.062788e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10627959.000000 Penalty: 5588.317383
	Iteration 24Q: 3 clusters Score -1.062796e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10627995.000000 Penalty: 5588.317383
	Iteration 25Q: 3 clusters Score -1.0628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10628038.000000 Penalty: 5588.317383
	Iteration 26Q: 3 clusters Score -1.062804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10628064.000000 Penalty: 5588.317383
	Iteration 27Q: 3 clusters Score -1.062806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10628083.000000 Penalty: 5588.317383
	Iteration 28Q: 3 clusters Score -1.062808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10628122.000000 Penalty: 5588.317383
	Iteration 29Q: 3 clusters Score -1.062812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10628128.000000 Penalty: 5588.317383
	Iteration 30Q: 3 clusters Score -1.062813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10628127.000000 Penalty: 5588.317383
	Iteration 31Q: 3 clusters Score -1.062813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10628147.000000 Penalty: 5588.317383
	Iteration 32Q: 3 clusters Score -1.062815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10628146.000000 Penalty: 5588.317383
	Iteration 33Q: 3 clusters Score -1.062815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10628153.000000 Penalty: 5588.317383
	Iteration 34Q: 3 clusters Score -1.062815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10628164.000000 Penalty: 5588.317383
	Iteration 35Q: 3 clusters Score -1.062816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10628166.000000 Penalty: 5588.317383
	Iteration 36Q: 3 clusters Score -1.062817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10628169.000000 Penalty: 5588.317383
	Iteration 37Q: 3 clusters Score -1.062817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10628171.000000 Penalty: 5588.317383
	Iteration 38Q: 3 clusters Score -1.062817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10628170.000000 Penalty: 5588.317383
	Iteration 39Q: 3 clusters Score -1.062817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10628180.000000 Penalty: 5588.317383
	Iteration 40F: 3 clusters Score -1.062818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10628180.000000 Penalty: 5588.317383
	Iteration 41Q: 3 clusters Score -1.062818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10628185.000000 Penalty: 5588.317383
	Iteration 42Q: 3 clusters Score -1.062818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10628183.000000 Penalty: 5588.317383
	Iteration 43Q: 3 clusters Score -1.062818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10628180.000000 Penalty: 5588.317383
	Iteration 44Q: 3 clusters Score -1.062818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10628179.000000 Penalty: 5588.317383
	Iteration 45Q: 3 clusters Score -1.062818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10628179.000000 Penalty: 5588.317383
	Iteration 46Q: 3 clusters Score -1.062818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10628173.000000 Penalty: 5588.317383
	Iteration 47Q: 3 clusters Score -1.062817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10628185.000000 Penalty: 5588.317383
	Iteration 48Q: 3 clusters Score -1.062818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10628185.000000 Penalty: 5588.317383
	Iteration 49F: 3 clusters Score -1.062818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 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 160 members 
Entering Unmasked Estep 
Score: -37384.660156 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37384.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37696.406250 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37696.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37933.218750 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37933.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38110.121094 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -38110.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38212.691406 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -38212.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38292.199219 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -38292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38352.898438 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -38352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38379.851562 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38379.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38435.085938 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38435.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38453.390625 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38453.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38498.015625 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38498.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38513.968750 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38513.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38521.027344 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38521.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38541.300781 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -38541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38560.468750 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -38560.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38643.234375 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -38643.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38751.269531 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -38751.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38905.980469 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -38905.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38938.062500 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -38938.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38981.503906 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -38981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38998.156250 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -38998.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 149113 members 
Mstep: Class 6 contains 58955 members 
Mstep: Class 7 contains 63580 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149337 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115493 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 90189 members 
Mstep: Class 17 contains 78180 members 
Mstep: Class 18 contains 164 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 149846 members 
Mstep: Class 21 contains 132243 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
Score: -180348832.000000 Penalty: 77098.109375
Splitting cluster 18 changes total score from -180350400.000000 to -180348832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (20667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Entering Unmasked Estep 
Score: -2623233.750000 Penalty: 2464.200928
	Iteration 0F: 2 clusters Score -2623234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2608586.250000 Penalty: 4928.401855
	Iteration 0F: 3 clusters Score -2608586 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2613692.000000 Penalty: 4928.401855
	Iteration 1F: 3 clusters Score -2613692 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2614352.000000 Penalty: 4928.401855
	Iteration 2F: 3 clusters Score -2614352 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2614931.750000 Penalty: 4928.401855
	Iteration 3F: 3 clusters Score -2614932 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2615458.000000 Penalty: 4928.401855
	Iteration 4F: 3 clusters Score -2615458 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2616001.500000 Penalty: 4928.401855
	Iteration 5F: 3 clusters Score -2616002 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2616561.750000 Penalty: 4928.401855
	Iteration 6Q: 3 clusters Score -2616562 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2617217.000000 Penalty: 4928.401855
	Iteration 7Q: 3 clusters Score -2617217 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2617970.000000 Penalty: 4928.401855
	Iteration 8F: 3 clusters Score -2617970 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2618718.250000 Penalty: 4928.401855
	Iteration 9Q: 3 clusters Score -2618718 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2619317.250000 Penalty: 4928.401855
	Iteration 10Q: 3 clusters Score -2619317 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2619775.000000 Penalty: 4928.401855
	Iteration 11Q: 3 clusters Score -2619775 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2620120.750000 Penalty: 4928.401855
	Iteration 12Q: 3 clusters Score -2620121 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2620369.750000 Penalty: 4928.401855
	Iteration 13Q: 3 clusters Score -2620370 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2620511.500000 Penalty: 4928.401855
	Iteration 14Q: 3 clusters Score -2620512 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2620639.500000 Penalty: 4928.401855
	Iteration 15Q: 3 clusters Score -2620640 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2620738.250000 Penalty: 4928.401855
	Iteration 16Q: 3 clusters Score -2620738 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2620822.500000 Penalty: 4928.401855
	Iteration 17Q: 3 clusters Score -2620822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2620881.000000 Penalty: 4928.401855
	Iteration 18Q: 3 clusters Score -2620881 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2620932.000000 Penalty: 4928.401855
	Iteration 19Q: 3 clusters Score -2620932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2620984.000000 Penalty: 4928.401855
	Iteration 20F: 3 clusters Score -2620984 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2621045.250000 Penalty: 4928.401855
	Iteration 21Q: 3 clusters Score -2621045 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2621105.750000 Penalty: 4928.401855
	Iteration 22Q: 3 clusters Score -2621106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2621162.750000 Penalty: 4928.401855
	Iteration 23Q: 3 clusters Score -2621163 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2621219.500000 Penalty: 4928.401855
	Iteration 24Q: 3 clusters Score -2621220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2621288.000000 Penalty: 4928.401855
	Iteration 25Q: 3 clusters Score -2621288 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2621364.250000 Penalty: 4928.401855
	Iteration 26Q: 3 clusters Score -2621364 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2621429.500000 Penalty: 4928.401855
	Iteration 27Q: 3 clusters Score -2621430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2621518.250000 Penalty: 4928.401855
	Iteration 28Q: 3 clusters Score -2621518 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2621638.000000 Penalty: 4928.401855
	Iteration 29Q: 3 clusters Score -2621638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2621780.250000 Penalty: 4928.401855
	Iteration 30Q: 3 clusters Score -2621780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2621938.500000 Penalty: 4928.401855
	Iteration 31Q: 3 clusters Score -2621938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2622051.750000 Penalty: 4928.401855
	Iteration 32Q: 3 clusters Score -2622052 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2622164.250000 Penalty: 4928.401855
	Iteration 33Q: 3 clusters Score -2622164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2622267.500000 Penalty: 4928.401855
	Iteration 34Q: 3 clusters Score -2622268 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2622363.000000 Penalty: 4928.401855
	Iteration 35Q: 3 clusters Score -2622363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2622441.000000 Penalty: 4928.401855
	Iteration 36Q: 3 clusters Score -2622441 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2622548.750000 Penalty: 4928.401855
	Iteration 37Q: 3 clusters Score -2622549 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2622658.500000 Penalty: 4928.401855
	Iteration 38Q: 3 clusters Score -2622658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2622774.750000 Penalty: 4928.401855
	Iteration 39Q: 3 clusters Score -2622775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2622910.750000 Penalty: 4928.401855
	Iteration 40F: 3 clusters Score -2622911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2623040.250000 Penalty: 4928.401855
	Iteration 41Q: 3 clusters Score -2623040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2623160.500000 Penalty: 4928.401855
	Iteration 42Q: 3 clusters Score -2623160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2623236.250000 Penalty: 4928.401855
	Iteration 43Q: 3 clusters Score -2623236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2623302.250000 Penalty: 4928.401855
	Iteration 44Q: 3 clusters Score -2623302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2623334.750000 Penalty: 4928.401855
	Iteration 45Q: 3 clusters Score -2623335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2623349.500000 Penalty: 4928.401855
	Iteration 46Q: 3 clusters Score -2623350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2623353.500000 Penalty: 4928.401855
	Iteration 47Q: 3 clusters Score -2623354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2623352.000000 Penalty: 4928.401855
	Iteration 48Q: 3 clusters Score -2623352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2623354.250000 Penalty: 4928.401855
	Iteration 49Q: 3 clusters Score -2623354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2623355.250000 Penalty: 4928.401855
	Iteration 50Q: 3 clusters Score -2623355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2623356.000000 Penalty: 4928.401855
	Iteration 51Q: 3 clusters Score -2623356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2623356.000000 Penalty: 4928.401855
	Iteration 52F: 3 clusters Score -2623356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 149113 members 
Mstep: Class 6 contains 58955 members 
Mstep: Class 7 contains 63580 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149337 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115493 members 
Mstep: Class 14 contains 19881 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 90189 members 
Mstep: Class 17 contains 78180 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 149846 members 
Mstep: Class 21 contains 132243 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
Score: -180349312.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180350400.000000 to -180349312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (149846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Entering Unmasked Estep 
Score: -20074450.000000 Penalty: 2955.506104
	Iteration 0F: 2 clusters Score -2.007445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -19975498.000000 Penalty: 5911.012207
	Iteration 0F: 3 clusters Score -1.99755e+07 nChanged 71661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -20017922.000000 Penalty: 5911.012207
	Iteration 1F: 3 clusters Score -2.001792e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -20019774.000000 Penalty: 5911.012207
	Iteration 2Q: 3 clusters Score -2.001977e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -20023002.000000 Penalty: 5911.012207
	Iteration 3Q: 3 clusters Score -2.0023e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -20029056.000000 Penalty: 5911.012207
	Iteration 4F: 3 clusters Score -2.002906e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -20038470.000000 Penalty: 5911.012207
	Iteration 5F: 3 clusters Score -2.003847e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 116526 members 
Entering Unmasked Estep 
Score: -20050132.000000 Penalty: 5911.012207
	Iteration 6F: 3 clusters Score -2.005013e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -20059918.000000 Penalty: 5911.012207
	Iteration 7F: 3 clusters Score -2.005992e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -20065736.000000 Penalty: 5911.012207
	Iteration 8Q: 3 clusters Score -2.006574e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -20068186.000000 Penalty: 5911.012207
	Iteration 9Q: 3 clusters Score -2.006819e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -20069160.000000 Penalty: 5911.012207
	Iteration 10Q: 3 clusters Score -2.006916e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -20069778.000000 Penalty: 5911.012207
	Iteration 11Q: 3 clusters Score -2.006978e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -20070280.000000 Penalty: 5911.012207
	Iteration 12Q: 3 clusters Score -2.007028e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -20070808.000000 Penalty: 5911.012207
	Iteration 13Q: 3 clusters Score -2.007081e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -20071090.000000 Penalty: 5911.012207
	Iteration 14Q: 3 clusters Score -2.007109e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -20071394.000000 Penalty: 5911.012207
	Iteration 15Q: 3 clusters Score -2.007139e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 139402 members 
Entering Unmasked Estep 
Score: -20071648.000000 Penalty: 5911.012207
	Iteration 16Q: 3 clusters Score -2.007165e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -20071842.000000 Penalty: 5911.012207
	Iteration 17Q: 3 clusters Score -2.007184e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 140752 members 
Entering Unmasked Estep 
Score: -20072088.000000 Penalty: 5911.012207
	Iteration 18Q: 3 clusters Score -2.007209e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -20072172.000000 Penalty: 5911.012207
	Iteration 19Q: 3 clusters Score -2.007217e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 141750 members 
Entering Unmasked Estep 
Score: -20072250.000000 Penalty: 5911.012207
	Iteration 20F: 3 clusters Score -2.007225e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -20072338.000000 Penalty: 5911.012207
	Iteration 21Q: 3 clusters Score -2.007234e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 142544 members 
Entering Unmasked Estep 
Score: -20072358.000000 Penalty: 5911.012207
	Iteration 22Q: 3 clusters Score -2.007236e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -20072396.000000 Penalty: 5911.012207
	Iteration 23Q: 3 clusters Score -2.00724e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -20072392.000000 Penalty: 5911.012207
	Iteration 24Q: 3 clusters Score -2.007239e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -20072512.000000 Penalty: 5911.012207
	Iteration 25Q: 3 clusters Score -2.007251e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 143622 members 
Entering Unmasked Estep 
Score: -20072536.000000 Penalty: 5911.012207
	Iteration 26Q: 3 clusters Score -2.007254e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -20072574.000000 Penalty: 5911.012207
	Iteration 27Q: 3 clusters Score -2.007257e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 143985 members 
Entering Unmasked Estep 
Score: -20072600.000000 Penalty: 5911.012207
	Iteration 28Q: 3 clusters Score -2.00726e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -20072608.000000 Penalty: 5911.012207
	Iteration 29Q: 3 clusters Score -2.007261e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -20072632.000000 Penalty: 5911.012207
	Iteration 30Q: 3 clusters Score -2.007263e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -20072656.000000 Penalty: 5911.012207
	Iteration 31Q: 3 clusters Score -2.007266e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 144573 members 
Entering Unmasked Estep 
Score: -20072734.000000 Penalty: 5911.012207
	Iteration 32Q: 3 clusters Score -2.007273e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -20072776.000000 Penalty: 5911.012207
	Iteration 33Q: 3 clusters Score -2.007278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -20072808.000000 Penalty: 5911.012207
	Iteration 34Q: 3 clusters Score -2.007281e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 144871 members 
Entering Unmasked Estep 
Score: -20072792.000000 Penalty: 5911.012207
	Iteration 35Q: 3 clusters Score -2.007279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 144955 members 
Entering Unmasked Estep 
Score: -20072814.000000 Penalty: 5911.012207
	Iteration 36Q: 3 clusters Score -2.007281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -20072842.000000 Penalty: 5911.012207
	Iteration 37Q: 3 clusters Score -2.007284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -20072786.000000 Penalty: 5911.012207
	Iteration 38Q: 3 clusters Score -2.007279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 145190 members 
Entering Unmasked Estep 
Score: -20072846.000000 Penalty: 5911.012207
	Iteration 39Q: 3 clusters Score -2.007285e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 145266 members 
Entering Unmasked Estep 
Score: -20072806.000000 Penalty: 5911.012207
	Iteration 40F: 3 clusters Score -2.007281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 145340 members 
Entering Unmasked Estep 
Score: -20072812.000000 Penalty: 5911.012207
	Iteration 41Q: 3 clusters Score -2.007281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -20072818.000000 Penalty: 5911.012207
	Iteration 42Q: 3 clusters Score -2.007282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -20072802.000000 Penalty: 5911.012207
	Iteration 43Q: 3 clusters Score -2.00728e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -20072828.000000 Penalty: 5911.012207
	Iteration 44Q: 3 clusters Score -2.007283e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 145580 members 
Entering Unmasked Estep 
Score: -20072848.000000 Penalty: 5911.012207
	Iteration 45Q: 3 clusters Score -2.007285e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -20072850.000000 Penalty: 5911.012207
	Iteration 46Q: 3 clusters Score -2.007285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 145683 members 
Entering Unmasked Estep 
Score: -20072838.000000 Penalty: 5911.012207
	Iteration 47Q: 3 clusters Score -2.007284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -20072828.000000 Penalty: 5911.012207
	Iteration 48Q: 3 clusters Score -2.007283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -20072826.000000 Penalty: 5911.012207
	Iteration 49Q: 3 clusters Score -2.007283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -20072854.000000 Penalty: 5911.012207
	Iteration 50Q: 3 clusters Score -2.007285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -20072836.000000 Penalty: 5911.012207
	Iteration 51Q: 3 clusters Score -2.007284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -20072834.000000 Penalty: 5911.012207
	Iteration 52Q: 3 clusters Score -2.007283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -20072834.000000 Penalty: 5911.012207
	Iteration 53Q: 3 clusters Score -2.007283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -20072844.000000 Penalty: 5911.012207
	Iteration 54Q: 3 clusters Score -2.007284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -20072868.000000 Penalty: 5911.012207
	Iteration 55Q: 3 clusters Score -2.007287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -20072852.000000 Penalty: 5911.012207
	Iteration 56Q: 3 clusters Score -2.007285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -20072858.000000 Penalty: 5911.012207
	Iteration 57Q: 3 clusters Score -2.007286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -20072862.000000 Penalty: 5911.012207
	Iteration 58Q: 3 clusters Score -2.007286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -20072864.000000 Penalty: 5911.012207
	Iteration 59Q: 3 clusters Score -2.007286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 145972 members 
Entering Unmasked Estep 
Score: -20072858.000000 Penalty: 5911.012207
	Iteration 60F: 3 clusters Score -2.007286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -20072862.000000 Penalty: 5911.012207
	Iteration 61Q: 3 clusters Score -2.007286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -20072872.000000 Penalty: 5911.012207
	Iteration 62Q: 3 clusters Score -2.007287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 146019 members 
Entering Unmasked Estep 
Score: -20072884.000000 Penalty: 5911.012207
	Iteration 63Q: 3 clusters Score -2.007288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -20072870.000000 Penalty: 5911.012207
	Iteration 64Q: 3 clusters Score -2.007287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 146057 members 
Entering Unmasked Estep 
Score: -20072874.000000 Penalty: 5911.012207
	Iteration 65Q: 3 clusters Score -2.007287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -20072868.000000 Penalty: 5911.012207
	Iteration 66Q: 3 clusters Score -2.007287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -20072866.000000 Penalty: 5911.012207
	Iteration 67Q: 3 clusters Score -2.007287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -20072876.000000 Penalty: 5911.012207
	Iteration 68Q: 3 clusters Score -2.007288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -20072864.000000 Penalty: 5911.012207
	Iteration 69Q: 3 clusters Score -2.007286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 146109 members 
Entering Unmasked Estep 
Score: -20072876.000000 Penalty: 5911.012207
	Iteration 70Q: 3 clusters Score -2.007288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 146119 members 
Entering Unmasked Estep 
Score: -20072866.000000 Penalty: 5911.012207
	Iteration 71Q: 3 clusters Score -2.007287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 146129 members 
Entering Unmasked Estep 
Score: -20072888.000000 Penalty: 5911.012207
	Iteration 72Q: 3 clusters Score -2.007289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -20072902.000000 Penalty: 5911.012207
	Iteration 73Q: 3 clusters Score -2.00729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 146150 members 
Entering Unmasked Estep 
Score: -20072900.000000 Penalty: 5911.012207
	Iteration 74Q: 3 clusters Score -2.00729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 146163 members 
Entering Unmasked Estep 
Score: -20072914.000000 Penalty: 5911.012207
	Iteration 75Q: 3 clusters Score -2.007291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -20072926.000000 Penalty: 5911.012207
	Iteration 76Q: 3 clusters Score -2.007293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 146179 members 
Entering Unmasked Estep 
Score: -20072916.000000 Penalty: 5911.012207
	Iteration 77Q: 3 clusters Score -2.007292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -20072926.000000 Penalty: 5911.012207
	Iteration 78Q: 3 clusters Score -2.007293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -20072914.000000 Penalty: 5911.012207
	Iteration 79Q: 3 clusters Score -2.007291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -20072918.000000 Penalty: 5911.012207
	Iteration 80F: 3 clusters Score -2.007292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -20072902.000000 Penalty: 5911.012207
	Iteration 81Q: 3 clusters Score -2.00729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -20072902.000000 Penalty: 5911.012207
	Iteration 82F: 3 clusters Score -2.00729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (132243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Entering Unmasked Estep 
Score: -17798650.000000 Penalty: 2924.514404
	Iteration 0F: 2 clusters Score -1.779865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -17710138.000000 Penalty: 5849.028809
	Iteration 0F: 3 clusters Score -1.771014e+07 nChanged 63185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -17746632.000000 Penalty: 5849.028809
	Iteration 1F: 3 clusters Score -1.774663e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -17747200.000000 Penalty: 5849.028809
	Iteration 2Q: 3 clusters Score -1.77472e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -17747786.000000 Penalty: 5849.028809
	Iteration 3Q: 3 clusters Score -1.774779e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -17748482.000000 Penalty: 5849.028809
	Iteration 4Q: 3 clusters Score -1.774848e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -17749248.000000 Penalty: 5849.028809
	Iteration 5Q: 3 clusters Score -1.774925e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -17750472.000000 Penalty: 5849.028809
	Iteration 6Q: 3 clusters Score -1.775047e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -17752356.000000 Penalty: 5849.028809
	Iteration 7Q: 3 clusters Score -1.775236e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -17755696.000000 Penalty: 5849.028809
	Iteration 8Q: 3 clusters Score -1.77557e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -17761312.000000 Penalty: 5849.028809
	Iteration 9F: 3 clusters Score -1.776131e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -17768632.000000 Penalty: 5849.028809
	Iteration 10F: 3 clusters Score -1.776863e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -17775550.000000 Penalty: 5849.028809
	Iteration 11F: 3 clusters Score -1.777555e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -17779146.000000 Penalty: 5849.028809
	Iteration 12Q: 3 clusters Score -1.777915e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -17780874.000000 Penalty: 5849.028809
	Iteration 13Q: 3 clusters Score -1.778087e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -17782136.000000 Penalty: 5849.028809
	Iteration 14Q: 3 clusters Score -1.778214e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -17783364.000000 Penalty: 5849.028809
	Iteration 15Q: 3 clusters Score -1.778336e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -17784700.000000 Penalty: 5849.028809
	Iteration 16Q: 3 clusters Score -1.77847e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -17785852.000000 Penalty: 5849.028809
	Iteration 17Q: 3 clusters Score -1.778585e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109904 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -17786932.000000 Penalty: 5849.028809
	Iteration 18Q: 3 clusters Score -1.778693e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -17788030.000000 Penalty: 5849.028809
	Iteration 19Q: 3 clusters Score -1.778803e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -17789012.000000 Penalty: 5849.028809
	Iteration 20F: 3 clusters Score -1.778901e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -17789990.000000 Penalty: 5849.028809
	Iteration 21Q: 3 clusters Score -1.778999e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -17790900.000000 Penalty: 5849.028809
	Iteration 22Q: 3 clusters Score -1.77909e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -17791744.000000 Penalty: 5849.028809
	Iteration 23Q: 3 clusters Score -1.779174e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -17792434.000000 Penalty: 5849.028809
	Iteration 24Q: 3 clusters Score -1.779243e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121793 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -17793132.000000 Penalty: 5849.028809
	Iteration 25Q: 3 clusters Score -1.779313e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122968 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -17793682.000000 Penalty: 5849.028809
	Iteration 26Q: 3 clusters Score -1.779368e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -17794284.000000 Penalty: 5849.028809
	Iteration 27Q: 3 clusters Score -1.779428e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -17794698.000000 Penalty: 5849.028809
	Iteration 28Q: 3 clusters Score -1.77947e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -17794990.000000 Penalty: 5849.028809
	Iteration 29Q: 3 clusters Score -1.779499e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -17795290.000000 Penalty: 5849.028809
	Iteration 30Q: 3 clusters Score -1.779529e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127053 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -17795626.000000 Penalty: 5849.028809
	Iteration 31Q: 3 clusters Score -1.779563e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127590 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -17795876.000000 Penalty: 5849.028809
	Iteration 32Q: 3 clusters Score -1.779588e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128040 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -17796074.000000 Penalty: 5849.028809
	Iteration 33Q: 3 clusters Score -1.779607e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17796262.000000 Penalty: 5849.028809
	Iteration 34Q: 3 clusters Score -1.779626e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128695 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -17796380.000000 Penalty: 5849.028809
	Iteration 35Q: 3 clusters Score -1.779638e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -17796448.000000 Penalty: 5849.028809
	Iteration 36Q: 3 clusters Score -1.779645e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -17796528.000000 Penalty: 5849.028809
	Iteration 37Q: 3 clusters Score -1.779653e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -17796606.000000 Penalty: 5849.028809
	Iteration 38Q: 3 clusters Score -1.779661e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -17796666.000000 Penalty: 5849.028809
	Iteration 39Q: 3 clusters Score -1.779667e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17796696.000000 Penalty: 5849.028809
	Iteration 40F: 3 clusters Score -1.77967e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17796754.000000 Penalty: 5849.028809
	Iteration 41Q: 3 clusters Score -1.779675e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -17796782.000000 Penalty: 5849.028809
	Iteration 42Q: 3 clusters Score -1.779678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129868 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -17796768.000000 Penalty: 5849.028809
	Iteration 43Q: 3 clusters Score -1.779677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17796810.000000 Penalty: 5849.028809
	Iteration 44Q: 3 clusters Score -1.779681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17796802.000000 Penalty: 5849.028809
	Iteration 45Q: 3 clusters Score -1.77968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17796822.000000 Penalty: 5849.028809
	Iteration 46Q: 3 clusters Score -1.779682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -17796830.000000 Penalty: 5849.028809
	Iteration 47Q: 3 clusters Score -1.779683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130011 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -17796832.000000 Penalty: 5849.028809
	Iteration 48Q: 3 clusters Score -1.779683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17796834.000000 Penalty: 5849.028809
	Iteration 49Q: 3 clusters Score -1.779683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130048 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -17796818.000000 Penalty: 5849.028809
	Iteration 50Q: 3 clusters Score -1.779682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17796824.000000 Penalty: 5849.028809
	Iteration 51Q: 3 clusters Score -1.779682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17796834.000000 Penalty: 5849.028809
	Iteration 52Q: 3 clusters Score -1.779683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130062 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17796834.000000 Penalty: 5849.028809
	Iteration 53Q: 3 clusters Score -1.779683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17796834.000000 Penalty: 5849.028809
	Iteration 54Q: 3 clusters Score -1.779683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -17796846.000000 Penalty: 5849.028809
	Iteration 55Q: 3 clusters Score -1.779685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17796846.000000 Penalty: 5849.028809
	Iteration 56Q: 3 clusters Score -1.779685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130103 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17796836.000000 Penalty: 5849.028809
	Iteration 57Q: 3 clusters Score -1.779684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17796824.000000 Penalty: 5849.028809
	Iteration 58Q: 3 clusters Score -1.779682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130109 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -17796830.000000 Penalty: 5849.028809
	Iteration 59Q: 3 clusters Score -1.779683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17796838.000000 Penalty: 5849.028809
	Iteration 60F: 3 clusters Score -1.779684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -17796832.000000 Penalty: 5849.028809
	Iteration 61Q: 3 clusters Score -1.779683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17796844.000000 Penalty: 5849.028809
	Iteration 62Q: 3 clusters Score -1.779684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -17796848.000000 Penalty: 5849.028809
	Iteration 63Q: 3 clusters Score -1.779685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17796848.000000 Penalty: 5849.028809
	Iteration 64Q: 3 clusters Score -1.779685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17796844.000000 Penalty: 5849.028809
	Iteration 65Q: 3 clusters Score -1.779684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17796838.000000 Penalty: 5849.028809
	Iteration 66Q: 3 clusters Score -1.779684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17796844.000000 Penalty: 5849.028809
	Iteration 67Q: 3 clusters Score -1.779684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17796840.000000 Penalty: 5849.028809
	Iteration 68Q: 3 clusters Score -1.779684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17796840.000000 Penalty: 5849.028809
	Iteration 69Q: 3 clusters Score -1.779684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17796840.000000 Penalty: 5849.028809
	Iteration 70F: 3 clusters Score -1.779684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -557251.937500 Penalty: 2083.363525
	Iteration 0F: 2 clusters Score -557251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -553094.187500 Penalty: 4166.727051
	Iteration 0F: 3 clusters Score -553094.2 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -554142.500000 Penalty: 4166.727051
	Iteration 1F: 3 clusters Score -554142.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -554345.562500 Penalty: 4166.727051
	Iteration 2F: 3 clusters Score -554345.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -554458.187500 Penalty: 4166.727051
	Iteration 3Q: 3 clusters Score -554458.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -554528.937500 Penalty: 4166.727051
	Iteration 4Q: 3 clusters Score -554528.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -554584.687500 Penalty: 4166.727051
	Iteration 5Q: 3 clusters Score -554584.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -554639.187500 Penalty: 4166.727051
	Iteration 6Q: 3 clusters Score -554639.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -554680.250000 Penalty: 4166.727051
	Iteration 7Q: 3 clusters Score -554680.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -554714.437500 Penalty: 4166.727051
	Iteration 8Q: 3 clusters Score -554714.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -554738.562500 Penalty: 4166.727051
	Iteration 9Q: 3 clusters Score -554738.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554763.437500 Penalty: 4166.727051
	Iteration 10Q: 3 clusters Score -554763.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -554782.375000 Penalty: 4166.727051
	Iteration 11Q: 3 clusters Score -554782.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -554804.875000 Penalty: 4166.727051
	Iteration 12Q: 3 clusters Score -554804.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -554826.875000 Penalty: 4166.727051
	Iteration 13Q: 3 clusters Score -554826.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -554847.125000 Penalty: 4166.727051
	Iteration 14Q: 3 clusters Score -554847.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -554872.812500 Penalty: 4166.727051
	Iteration 15Q: 3 clusters Score -554872.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -554896.500000 Penalty: 4166.727051
	Iteration 16Q: 3 clusters Score -554896.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -554923.750000 Penalty: 4166.727051
	Iteration 17Q: 3 clusters Score -554923.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -554955.250000 Penalty: 4166.727051
	Iteration 18Q: 3 clusters Score -554955.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -554984.500000 Penalty: 4166.727051
	Iteration 19Q: 3 clusters Score -554984.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -555006.562500 Penalty: 4166.727051
	Iteration 20F: 3 clusters Score -555006.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -555030.125000 Penalty: 4166.727051
	Iteration 21Q: 3 clusters Score -555030.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -555054.625000 Penalty: 4166.727051
	Iteration 22Q: 3 clusters Score -555054.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -555069.437500 Penalty: 4166.727051
	Iteration 23Q: 3 clusters Score -555069.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -555085.125000 Penalty: 4166.727051
	Iteration 24Q: 3 clusters Score -555085.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -555101.687500 Penalty: 4166.727051
	Iteration 25Q: 3 clusters Score -555101.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -555119.750000 Penalty: 4166.727051
	Iteration 26Q: 3 clusters Score -555119.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -555138.125000 Penalty: 4166.727051
	Iteration 27Q: 3 clusters Score -555138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -555156.562500 Penalty: 4166.727051
	Iteration 28Q: 3 clusters Score -555156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -555174.312500 Penalty: 4166.727051
	Iteration 29Q: 3 clusters Score -555174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -555193.062500 Penalty: 4166.727051
	Iteration 30Q: 3 clusters Score -555193.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -555213.937500 Penalty: 4166.727051
	Iteration 31Q: 3 clusters Score -555213.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -555229.625000 Penalty: 4166.727051
	Iteration 32Q: 3 clusters Score -555229.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -555250.625000 Penalty: 4166.727051
	Iteration 33Q: 3 clusters Score -555250.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -555267.625000 Penalty: 4166.727051
	Iteration 34Q: 3 clusters Score -555267.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -555280.437500 Penalty: 4166.727051
	Iteration 35Q: 3 clusters Score -555280.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -555291.812500 Penalty: 4166.727051
	Iteration 36Q: 3 clusters Score -555291.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -555304.062500 Penalty: 4166.727051
	Iteration 37Q: 3 clusters Score -555304.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -555324.937500 Penalty: 4166.727051
	Iteration 38Q: 3 clusters Score -555324.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -555340.562500 Penalty: 4166.727051
	Iteration 39Q: 3 clusters Score -555340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -555348.500000 Penalty: 4166.727051
	Iteration 40F: 3 clusters Score -555348.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -555356.687500 Penalty: 4166.727051
	Iteration 41Q: 3 clusters Score -555356.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -555368.750000 Penalty: 4166.727051
	Iteration 42Q: 3 clusters Score -555368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -555382.312500 Penalty: 4166.727051
	Iteration 43Q: 3 clusters Score -555382.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -555399.875000 Penalty: 4166.727051
	Iteration 44Q: 3 clusters Score -555399.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -555421.125000 Penalty: 4166.727051
	Iteration 45Q: 3 clusters Score -555421.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -555447.625000 Penalty: 4166.727051
	Iteration 46Q: 3 clusters Score -555447.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -555469.437500 Penalty: 4166.727051
	Iteration 47Q: 3 clusters Score -555469.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -555490.312500 Penalty: 4166.727051
	Iteration 48Q: 3 clusters Score -555490.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -555506.062500 Penalty: 4166.727051
	Iteration 49Q: 3 clusters Score -555506.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -555521.187500 Penalty: 4166.727051
	Iteration 50Q: 3 clusters Score -555521.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -555541.187500 Penalty: 4166.727051
	Iteration 51Q: 3 clusters Score -555541.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -555567.625000 Penalty: 4166.727051
	Iteration 52Q: 3 clusters Score -555567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -555599.062500 Penalty: 4166.727051
	Iteration 53Q: 3 clusters Score -555599.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -555621.000000 Penalty: 4166.727051
	Iteration 54Q: 3 clusters Score -555621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -555643.312500 Penalty: 4166.727051
	Iteration 55Q: 3 clusters Score -555643.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -555672.937500 Penalty: 4166.727051
	Iteration 56Q: 3 clusters Score -555672.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -555711.437500 Penalty: 4166.727051
	Iteration 57Q: 3 clusters Score -555711.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -555743.000000 Penalty: 4166.727051
	Iteration 58Q: 3 clusters Score -555743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -555771.437500 Penalty: 4166.727051
	Iteration 59Q: 3 clusters Score -555771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -555789.875000 Penalty: 4166.727051
	Iteration 60F: 3 clusters Score -555789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -555804.000000 Penalty: 4166.727051
	Iteration 61Q: 3 clusters Score -555804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -555809.625000 Penalty: 4166.727051
	Iteration 62Q: 3 clusters Score -555809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -555817.812500 Penalty: 4166.727051
	Iteration 63Q: 3 clusters Score -555817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -555826.937500 Penalty: 4166.727051
	Iteration 64Q: 3 clusters Score -555826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -555840.937500 Penalty: 4166.727051
	Iteration 65Q: 3 clusters Score -555840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -555851.625000 Penalty: 4166.727051
	Iteration 66Q: 3 clusters Score -555851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -555857.312500 Penalty: 4166.727051
	Iteration 67Q: 3 clusters Score -555857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -555865.000000 Penalty: 4166.727051
	Iteration 68Q: 3 clusters Score -555865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -555871.937500 Penalty: 4166.727051
	Iteration 69Q: 3 clusters Score -555871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -555881.687500 Penalty: 4166.727051
	Iteration 70Q: 3 clusters Score -555881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -555884.062500 Penalty: 4166.727051
	Iteration 71Q: 3 clusters Score -555884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -555887.062500 Penalty: 4166.727051
	Iteration 72Q: 3 clusters Score -555887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -555890.562500 Penalty: 4166.727051
	Iteration 73Q: 3 clusters Score -555890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -555896.937500 Penalty: 4166.727051
	Iteration 74Q: 3 clusters Score -555896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -555898.500000 Penalty: 4166.727051
	Iteration 75Q: 3 clusters Score -555898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -555900.312500 Penalty: 4166.727051
	Iteration 76Q: 3 clusters Score -555900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -555902.375000 Penalty: 4166.727051
	Iteration 77Q: 3 clusters Score -555902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -555902.375000 Penalty: 4166.727051
	Iteration 78F: 3 clusters Score -555902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 149113 members 
Mstep: Class 6 contains 58955 members 
Mstep: Class 7 contains 63580 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149337 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115493 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 90189 members 
Mstep: Class 17 contains 78180 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 149846 members 
Mstep: Class 21 contains 132243 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350528.000000 Penalty: 73593.648438
Iteration 239Q: 22 clusters Score -1.803505e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185904 members 
Mstep: Class 5 contains 149169 members 
Mstep: Class 6 contains 58996 members 
Mstep: Class 7 contains 63547 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149248 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115541 members 
Mstep: Class 15 contains 157615 members 
Mstep: Class 16 contains 90252 members 
Mstep: Class 17 contains 78232 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20683 members 
Mstep: Class 20 contains 149892 members 
Mstep: Class 21 contains 132038 members 
Mstep: Class 22 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350432.000000 Penalty: 73593.648438
Iteration 240F: 22 clusters Score -1.803504e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185909 members 
Mstep: Class 5 contains 149246 members 
Mstep: Class 6 contains 59062 members 
Mstep: Class 7 contains 63518 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149135 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115634 members 
Mstep: Class 15 contains 157520 members 
Mstep: Class 16 contains 90298 members 
Mstep: Class 17 contains 78280 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20691 members 
Mstep: Class 20 contains 149924 members 
Mstep: Class 21 contains 131858 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350672.000000 Penalty: 73593.648438
Iteration 241Q: 22 clusters Score -1.803507e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185915 members 
Mstep: Class 5 contains 149325 members 
Mstep: Class 6 contains 59133 members 
Mstep: Class 7 contains 63478 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149066 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 5955 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115693 members 
Mstep: Class 15 contains 157400 members 
Mstep: Class 16 contains 90336 members 
Mstep: Class 17 contains 78327 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20710 members 
Mstep: Class 20 contains 149963 members 
Mstep: Class 21 contains 131679 members 
Mstep: Class 22 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350688.000000 Penalty: 73593.648438
Iteration 242Q: 22 clusters Score -1.803507e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185919 members 
Mstep: Class 5 contains 149370 members 
Mstep: Class 6 contains 59173 members 
Mstep: Class 7 contains 63410 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 149008 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 115735 members 
Mstep: Class 15 contains 157411 members 
Mstep: Class 16 contains 90369 members 
Mstep: Class 17 contains 78365 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20722 members 
Mstep: Class 20 contains 150016 members 
Mstep: Class 21 contains 131492 members 
Mstep: Class 22 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351008.000000 Penalty: 73593.648438
Iteration 243Q: 22 clusters Score -1.80351e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185949 members 
Mstep: Class 5 contains 149456 members 
Mstep: Class 6 contains 59213 members 
Mstep: Class 7 contains 63333 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 148802 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 115771 members 
Mstep: Class 15 contains 157504 members 
Mstep: Class 16 contains 90389 members 
Mstep: Class 17 contains 78403 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20732 members 
Mstep: Class 20 contains 150043 members 
Mstep: Class 21 contains 131344 members 
Mstep: Class 22 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351264.000000 Penalty: 73593.648438
Iteration 244Q: 22 clusters Score -1.803513e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185985 members 
Mstep: Class 5 contains 149570 members 
Mstep: Class 6 contains 59269 members 
Mstep: Class 7 contains 63245 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 148608 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 115777 members 
Mstep: Class 15 contains 157620 members 
Mstep: Class 16 contains 90396 members 
Mstep: Class 17 contains 78443 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20747 members 
Mstep: Class 20 contains 150075 members 
Mstep: Class 21 contains 131162 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351392.000000 Penalty: 73593.648438
Iteration 245Q: 22 clusters Score -1.803514e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186011 members 
Mstep: Class 5 contains 149674 members 
Mstep: Class 6 contains 59305 members 
Mstep: Class 7 contains 63165 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 148454 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 115805 members 
Mstep: Class 15 contains 157733 members 
Mstep: Class 16 contains 90410 members 
Mstep: Class 17 contains 78480 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20747 members 
Mstep: Class 20 contains 150100 members 
Mstep: Class 21 contains 130977 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351680.000000 Penalty: 73593.648438
Iteration 246Q: 22 clusters Score -1.803517e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186069 members 
Mstep: Class 5 contains 149787 members 
Mstep: Class 6 contains 59371 members 
Mstep: Class 7 contains 63099 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 148275 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 115817 members 
Mstep: Class 15 contains 157834 members 
Mstep: Class 16 contains 90428 members 
Mstep: Class 17 contains 78496 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20751 members 
Mstep: Class 20 contains 150115 members 
Mstep: Class 21 contains 130801 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351728.000000 Penalty: 73593.648438
Iteration 247Q: 22 clusters Score -1.803517e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186092 members 
Mstep: Class 5 contains 149922 members 
Mstep: Class 6 contains 59426 members 
Mstep: Class 7 contains 63046 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 147981 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 115843 members 
Mstep: Class 15 contains 157947 members 
Mstep: Class 16 contains 90462 members 
Mstep: Class 17 contains 78551 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20756 members 
Mstep: Class 20 contains 150148 members 
Mstep: Class 21 contains 130639 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351488.000000 Penalty: 73593.648438
Iteration 248Q: 22 clusters Score -1.803515e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186135 members 
Mstep: Class 5 contains 150027 members 
Mstep: Class 6 contains 59456 members 
Mstep: Class 7 contains 62995 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 147722 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 115867 members 
Mstep: Class 15 contains 158071 members 
Mstep: Class 16 contains 90497 members 
Mstep: Class 17 contains 78585 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 150138 members 
Mstep: Class 21 contains 130526 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351424.000000 Penalty: 73593.648438
Iteration 249Q: 22 clusters Score -1.803514e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186154 members 
Mstep: Class 5 contains 150179 members 
Mstep: Class 6 contains 59492 members 
Mstep: Class 7 contains 62928 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 147505 members 
Mstep: Class 10 contains 3387 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 115894 members 
Mstep: Class 15 contains 158170 members 
Mstep: Class 16 contains 90533 members 
Mstep: Class 17 contains 78611 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20771 members 
Mstep: Class 20 contains 150123 members 
Mstep: Class 21 contains 130401 members 
Mstep: Class 22 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351744.000000 Penalty: 73593.648438
Iteration 250Q: 22 clusters Score -1.803517e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186188 members 
Mstep: Class 5 contains 150289 members 
Mstep: Class 6 contains 59558 members 
Mstep: Class 7 contains 62869 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 147238 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 115939 members 
Mstep: Class 15 contains 158273 members 
Mstep: Class 16 contains 90561 members 
Mstep: Class 17 contains 78647 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20775 members 
Mstep: Class 20 contains 150115 members 
Mstep: Class 21 contains 130274 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352064.000000 Penalty: 73593.648438
Iteration 251Q: 22 clusters Score -1.803521e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186222 members 
Mstep: Class 5 contains 150355 members 
Mstep: Class 6 contains 59600 members 
Mstep: Class 7 contains 62837 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 147065 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 115966 members 
Mstep: Class 15 contains 158343 members 
Mstep: Class 16 contains 90607 members 
Mstep: Class 17 contains 78685 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 150114 members 
Mstep: Class 21 contains 130134 members 
Mstep: Class 22 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352144.000000 Penalty: 73593.648438
Iteration 252Q: 22 clusters Score -1.803521e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186246 members 
Mstep: Class 5 contains 150414 members 
Mstep: Class 6 contains 59607 members 
Mstep: Class 7 contains 62844 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146895 members 
Mstep: Class 10 contains 3435 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115993 members 
Mstep: Class 15 contains 158421 members 
Mstep: Class 16 contains 90663 members 
Mstep: Class 17 contains 78717 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20765 members 
Mstep: Class 20 contains 150113 members 
Mstep: Class 21 contains 130009 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352160.000000 Penalty: 73593.648438
Iteration 253Q: 22 clusters Score -1.803522e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186253 members 
Mstep: Class 5 contains 150441 members 
Mstep: Class 6 contains 59611 members 
Mstep: Class 7 contains 62862 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146805 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116014 members 
Mstep: Class 15 contains 158515 members 
Mstep: Class 16 contains 90701 members 
Mstep: Class 17 contains 78739 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 150111 members 
Mstep: Class 21 contains 129865 members 
Mstep: Class 22 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352080.000000 Penalty: 73593.648438
Iteration 254Q: 22 clusters Score -1.803521e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186268 members 
Mstep: Class 5 contains 150489 members 
Mstep: Class 6 contains 59627 members 
Mstep: Class 7 contains 62870 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146717 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116025 members 
Mstep: Class 15 contains 158620 members 
Mstep: Class 16 contains 90742 members 
Mstep: Class 17 contains 78756 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20774 members 
Mstep: Class 20 contains 150117 members 
Mstep: Class 21 contains 129674 members 
Mstep: Class 22 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352304.000000 Penalty: 73593.648438
Iteration 255Q: 22 clusters Score -1.803523e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186268 members 
Mstep: Class 5 contains 150509 members 
Mstep: Class 6 contains 59630 members 
Mstep: Class 7 contains 62880 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146711 members 
Mstep: Class 10 contains 3454 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116029 members 
Mstep: Class 15 contains 158697 members 
Mstep: Class 16 contains 90767 members 
Mstep: Class 17 contains 78770 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20781 members 
Mstep: Class 20 contains 150150 members 
Mstep: Class 21 contains 129484 members 
Mstep: Class 22 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352560.000000 Penalty: 73593.648438
Iteration 256Q: 22 clusters Score -1.803526e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186273 members 
Mstep: Class 5 contains 150529 members 
Mstep: Class 6 contains 59639 members 
Mstep: Class 7 contains 62894 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146660 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116035 members 
Mstep: Class 15 contains 158808 members 
Mstep: Class 16 contains 90821 members 
Mstep: Class 17 contains 78791 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20779 members 
Mstep: Class 20 contains 150144 members 
Mstep: Class 21 contains 129298 members 
Mstep: Class 22 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352768.000000 Penalty: 73593.648438
Iteration 257Q: 22 clusters Score -1.803528e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186268 members 
Mstep: Class 5 contains 150514 members 
Mstep: Class 6 contains 59671 members 
Mstep: Class 7 contains 62916 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146642 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116045 members 
Mstep: Class 15 contains 158915 members 
Mstep: Class 16 contains 90900 members 
Mstep: Class 17 contains 78818 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 150129 members 
Mstep: Class 21 contains 129073 members 
Mstep: Class 22 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352976.000000 Penalty: 73593.648438
Iteration 258Q: 22 clusters Score -1.80353e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186298 members 
Mstep: Class 5 contains 150514 members 
Mstep: Class 6 contains 59696 members 
Mstep: Class 7 contains 62926 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146620 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116049 members 
Mstep: Class 15 contains 159030 members 
Mstep: Class 16 contains 90962 members 
Mstep: Class 17 contains 78823 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20797 members 
Mstep: Class 20 contains 150133 members 
Mstep: Class 21 contains 128817 members 
Mstep: Class 22 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353184.000000 Penalty: 73593.648438
Iteration 259Q: 22 clusters Score -1.803532e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186274 members 
Mstep: Class 5 contains 150516 members 
Mstep: Class 6 contains 59692 members 
Mstep: Class 7 contains 62954 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 146648 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116049 members 
Mstep: Class 15 contains 159166 members 
Mstep: Class 16 contains 91027 members 
Mstep: Class 17 contains 78818 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20807 members 
Mstep: Class 20 contains 150129 members 
Mstep: Class 21 contains 128566 members 
Mstep: Class 22 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353216.000000 Penalty: 73593.648438
Iteration 260F: 22 clusters Score -1.803532e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186272 members 
Mstep: Class 5 contains 150525 members 
Mstep: Class 6 contains 59691 members 
Mstep: Class 7 contains 62982 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 146693 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116014 members 
Mstep: Class 15 contains 159295 members 
Mstep: Class 16 contains 91070 members 
Mstep: Class 17 contains 78813 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20819 members 
Mstep: Class 20 contains 150110 members 
Mstep: Class 21 contains 128344 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353216.000000 Penalty: 73593.648438
Iteration 261Q: 22 clusters Score -1.803532e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186291 members 
Mstep: Class 5 contains 150507 members 
Mstep: Class 6 contains 59698 members 
Mstep: Class 7 contains 63011 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 146675 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116015 members 
Mstep: Class 15 contains 159439 members 
Mstep: Class 16 contains 91098 members 
Mstep: Class 17 contains 78820 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20836 members 
Mstep: Class 20 contains 150085 members 
Mstep: Class 21 contains 128139 members 
Mstep: Class 22 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353040.000000 Penalty: 73593.648438
Iteration 262Q: 22 clusters Score -1.80353e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186288 members 
Mstep: Class 5 contains 150467 members 
Mstep: Class 6 contains 59712 members 
Mstep: Class 7 contains 63034 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 146697 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116020 members 
Mstep: Class 15 contains 159590 members 
Mstep: Class 16 contains 91148 members 
Mstep: Class 17 contains 78804 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20844 members 
Mstep: Class 20 contains 150068 members 
Mstep: Class 21 contains 127931 members 
Mstep: Class 22 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353024.000000 Penalty: 73593.648438
Iteration 263Q: 22 clusters Score -1.80353e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186294 members 
Mstep: Class 5 contains 150429 members 
Mstep: Class 6 contains 59722 members 
Mstep: Class 7 contains 63043 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146726 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116037 members 
Mstep: Class 15 contains 159728 members 
Mstep: Class 16 contains 91186 members 
Mstep: Class 17 contains 78797 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20849 members 
Mstep: Class 20 contains 150058 members 
Mstep: Class 21 contains 127720 members 
Mstep: Class 22 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353040.000000 Penalty: 73593.648438
Iteration 264Q: 22 clusters Score -1.80353e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186292 members 
Mstep: Class 5 contains 150384 members 
Mstep: Class 6 contains 59743 members 
Mstep: Class 7 contains 63047 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146806 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 15 contains 159855 members 
Mstep: Class 16 contains 91193 members 
Mstep: Class 17 contains 78810 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20845 members 
Mstep: Class 20 contains 150060 members 
Mstep: Class 21 contains 127487 members 
Mstep: Class 22 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353104.000000 Penalty: 73593.648438
Iteration 265Q: 22 clusters Score -1.803531e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186286 members 
Mstep: Class 5 contains 150307 members 
Mstep: Class 6 contains 59758 members 
Mstep: Class 7 contains 63066 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146876 members 
Mstep: Class 10 contains 3548 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116081 members 
Mstep: Class 15 contains 159991 members 
Mstep: Class 16 contains 91212 members 
Mstep: Class 17 contains 78828 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20842 members 
Mstep: Class 20 contains 150062 members 
Mstep: Class 21 contains 127263 members 
Mstep: Class 22 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353280.000000 Penalty: 73593.648438
Iteration 266Q: 22 clusters Score -1.803533e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186291 members 
Mstep: Class 5 contains 150227 members 
Mstep: Class 6 contains 59781 members 
Mstep: Class 7 contains 63074 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146895 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116089 members 
Mstep: Class 15 contains 160174 members 
Mstep: Class 16 contains 91222 members 
Mstep: Class 17 contains 78835 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20847 members 
Mstep: Class 20 contains 150071 members 
Mstep: Class 21 contains 127055 members 
Mstep: Class 22 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353328.000000 Penalty: 73593.648438
Iteration 267Q: 22 clusters Score -1.803533e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186295 members 
Mstep: Class 5 contains 150137 members 
Mstep: Class 6 contains 59804 members 
Mstep: Class 7 contains 63080 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146868 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116107 members 
Mstep: Class 15 contains 160391 members 
Mstep: Class 16 contains 91249 members 
Mstep: Class 17 contains 78838 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20844 members 
Mstep: Class 20 contains 150087 members 
Mstep: Class 21 contains 126854 members 
Mstep: Class 22 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354096.000000 Penalty: 73593.648438
Iteration 268Q: 22 clusters Score -1.803541e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186286 members 
Mstep: Class 5 contains 150068 members 
Mstep: Class 6 contains 59843 members 
Mstep: Class 7 contains 63072 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146930 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116103 members 
Mstep: Class 15 contains 160570 members 
Mstep: Class 16 contains 91251 members 
Mstep: Class 17 contains 78835 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20844 members 
Mstep: Class 20 contains 150091 members 
Mstep: Class 21 contains 126649 members 
Mstep: Class 22 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354176.000000 Penalty: 73593.648438
Iteration 269Q: 22 clusters Score -1.803542e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186299 members 
Mstep: Class 5 contains 150019 members 
Mstep: Class 6 contains 59870 members 
Mstep: Class 7 contains 63086 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146951 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116117 members 
Mstep: Class 15 contains 160746 members 
Mstep: Class 16 contains 91240 members 
Mstep: Class 17 contains 78824 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20852 members 
Mstep: Class 20 contains 150069 members 
Mstep: Class 21 contains 126460 members 
Mstep: Class 22 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354560.000000 Penalty: 73593.648438
Iteration 270Q: 22 clusters Score -1.803546e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186313 members 
Mstep: Class 5 contains 149959 members 
Mstep: Class 6 contains 59901 members 
Mstep: Class 7 contains 63105 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146932 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116142 members 
Mstep: Class 15 contains 160921 members 
Mstep: Class 16 contains 91229 members 
Mstep: Class 17 contains 78829 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20860 members 
Mstep: Class 20 contains 150065 members 
Mstep: Class 21 contains 126271 members 
Mstep: Class 22 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354448.000000 Penalty: 73593.648438
Iteration 271Q: 22 clusters Score -1.803544e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186329 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 59930 members 
Mstep: Class 7 contains 63103 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146900 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116144 members 
Mstep: Class 15 contains 161123 members 
Mstep: Class 16 contains 91227 members 
Mstep: Class 17 contains 78835 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 150062 members 
Mstep: Class 21 contains 126083 members 
Mstep: Class 22 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354464.000000 Penalty: 73593.648438
Iteration 272Q: 22 clusters Score -1.803545e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186320 members 
Mstep: Class 5 contains 149866 members 
Mstep: Class 6 contains 59960 members 
Mstep: Class 7 contains 63116 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146872 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116140 members 
Mstep: Class 15 contains 161271 members 
Mstep: Class 16 contains 91224 members 
Mstep: Class 17 contains 78842 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 150106 members 
Mstep: Class 21 contains 125919 members 
Mstep: Class 22 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354816.000000 Penalty: 73593.648438
Iteration 273Q: 22 clusters Score -1.803548e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186307 members 
Mstep: Class 5 contains 149826 members 
Mstep: Class 6 contains 59986 members 
Mstep: Class 7 contains 63137 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146842 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116145 members 
Mstep: Class 15 contains 161447 members 
Mstep: Class 16 contains 91211 members 
Mstep: Class 17 contains 78829 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20863 members 
Mstep: Class 20 contains 150134 members 
Mstep: Class 21 contains 125753 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355024.000000 Penalty: 73593.648438
Iteration 274Q: 22 clusters Score -1.80355e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186321 members 
Mstep: Class 5 contains 149740 members 
Mstep: Class 6 contains 60014 members 
Mstep: Class 7 contains 63170 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146770 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116148 members 
Mstep: Class 15 contains 161655 members 
Mstep: Class 16 contains 91199 members 
Mstep: Class 17 contains 78825 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20860 members 
Mstep: Class 20 contains 150154 members 
Mstep: Class 21 contains 125616 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354992.000000 Penalty: 73593.648438
Iteration 275Q: 22 clusters Score -1.80355e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186338 members 
Mstep: Class 5 contains 149716 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63189 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146657 members 
Mstep: Class 10 contains 3663 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116150 members 
Mstep: Class 15 contains 161855 members 
Mstep: Class 16 contains 91188 members 
Mstep: Class 17 contains 78831 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20858 members 
Mstep: Class 20 contains 150178 members 
Mstep: Class 21 contains 125464 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354800.000000 Penalty: 73593.648438
Iteration 276Q: 22 clusters Score -1.803548e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186334 members 
Mstep: Class 5 contains 149716 members 
Mstep: Class 6 contains 60047 members 
Mstep: Class 7 contains 63201 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146569 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116158 members 
Mstep: Class 15 contains 162029 members 
Mstep: Class 16 contains 91169 members 
Mstep: Class 17 contains 78815 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 150213 members 
Mstep: Class 21 contains 125330 members 
Mstep: Class 22 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354736.000000 Penalty: 73593.648438
Iteration 277Q: 22 clusters Score -1.803547e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186327 members 
Mstep: Class 5 contains 149682 members 
Mstep: Class 6 contains 60051 members 
Mstep: Class 7 contains 63219 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146456 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116168 members 
Mstep: Class 15 contains 162252 members 
Mstep: Class 16 contains 91162 members 
Mstep: Class 17 contains 78821 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 150255 members 
Mstep: Class 21 contains 125175 members 
Mstep: Class 22 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180354960.000000 Penalty: 73593.648438
Iteration 278Q: 22 clusters Score -1.80355e+08 nChanged 1452
Entering ConstructFrom: 
Score: -180354960.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41793.054688 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41793.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41972.343750 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -41972.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42024.152344 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -42024.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42042.183594 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42042.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42047.828125 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42047.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42047.828125 Penalty: 2950.225586
	Iteration 5F: 3 clusters Score -42047.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 297 members 
Entering Unmasked Estep 
Score: -69795.343750 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69795.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69986.007812 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -69986.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70060.164062 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70060.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70086.757812 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70086.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70104.898438 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70122.390625 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70122.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70135.296875 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70143.289062 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70143.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70155.164062 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70155.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70163.562500 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70163.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70178.281250 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70178.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70189.445312 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70189.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70194.101562 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70198.625000 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -70198.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70200.773438 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -70200.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70200.773438 Penalty: 3175.350830
	Iteration 15F: 3 clusters Score -70200.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103378.335938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103378.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103699.437500 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103699.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -103883.750000 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103883.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103988.226562 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -103988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104025.671875 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -104025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104046.210938 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -104046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104062.140625 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104073.929688 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104083.937500 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104089.187500 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104092.671875 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104099.953125 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104117.968750 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104141.281250 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104152.554688 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104163.929688 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104172.460938 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104176.023438 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104186.125000 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -104193.234375 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104195.992188 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (186319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186319 members 
Entering Unmasked Estep 
Score: -25161612.000000 Penalty: 3009.533447
	Iteration 0F: 2 clusters Score -2.516161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -25053570.000000 Penalty: 6019.066895
	Iteration 0F: 3 clusters Score -2.505357e+07 nChanged 89371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -25105844.000000 Penalty: 6019.066895
	Iteration 1F: 3 clusters Score -2.510584e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -25106840.000000 Penalty: 6019.066895
	Iteration 2Q: 3 clusters Score -2.510684e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -25108686.000000 Penalty: 6019.066895
	Iteration 3Q: 3 clusters Score -2.510869e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -25111620.000000 Penalty: 6019.066895
	Iteration 4Q: 3 clusters Score -2.511162e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -25117216.000000 Penalty: 6019.066895
	Iteration 5F: 3 clusters Score -2.511722e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -25126626.000000 Penalty: 6019.066895
	Iteration 6F: 3 clusters Score -2.512663e+07 nChanged 16896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 154121 members 
Entering Unmasked Estep 
Score: -25139550.000000 Penalty: 6019.066895
	Iteration 7F: 3 clusters Score -2.513955e+07 nChanged 15697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 169798 members 
Entering Unmasked Estep 
Score: -25149836.000000 Penalty: 6019.066895
	Iteration 8F: 3 clusters Score -2.514984e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -25155594.000000 Penalty: 6019.066895
	Iteration 9F: 3 clusters Score -2.515559e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -25157796.000000 Penalty: 6019.066895
	Iteration 10Q: 3 clusters Score -2.51578e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -25158576.000000 Penalty: 6019.066895
	Iteration 11Q: 3 clusters Score -2.515858e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185958 members 
Entering Unmasked Estep 
Score: -25158808.000000 Penalty: 6019.066895
	Iteration 12Q: 3 clusters Score -2.515881e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186035 members 
Entering Unmasked Estep 
Score: -25158932.000000 Penalty: 6019.066895
	Iteration 13Q: 3 clusters Score -2.515893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 186063 members 
Entering Unmasked Estep 
Score: -25158964.000000 Penalty: 6019.066895
	Iteration 14Q: 3 clusters Score -2.515896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -25158954.000000 Penalty: 6019.066895
	Iteration 15Q: 3 clusters Score -2.515895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186084 members 
Entering Unmasked Estep 
Score: -25158974.000000 Penalty: 6019.066895
	Iteration 16Q: 3 clusters Score -2.515897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186089 members 
Entering Unmasked Estep 
Score: -25158978.000000 Penalty: 6019.066895
	Iteration 17Q: 3 clusters Score -2.515898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186093 members 
Entering Unmasked Estep 
Score: -25159002.000000 Penalty: 6019.066895
	Iteration 18Q: 3 clusters Score -2.5159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -25159010.000000 Penalty: 6019.066895
	Iteration 19Q: 3 clusters Score -2.515901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186103 members 
Entering Unmasked Estep 
Score: -25159012.000000 Penalty: 6019.066895
	Iteration 20F: 3 clusters Score -2.515901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 186105 members 
Entering Unmasked Estep 
Score: -25159016.000000 Penalty: 6019.066895
	Iteration 21Q: 3 clusters Score -2.515902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -25159020.000000 Penalty: 6019.066895
	Iteration 22Q: 3 clusters Score -2.515902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186108 members 
Entering Unmasked Estep 
Score: -25159014.000000 Penalty: 6019.066895
	Iteration 23Q: 3 clusters Score -2.515901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 186107 members 
Entering Unmasked Estep 
Score: -25159012.000000 Penalty: 6019.066895
	Iteration 24Q: 3 clusters Score -2.515901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -25159006.000000 Penalty: 6019.066895
	Iteration 25Q: 3 clusters Score -2.515901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -25159006.000000 Penalty: 6019.066895
	Iteration 26F: 3 clusters Score -2.515901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149630 members 
Entering Unmasked Estep 
Score: -20193030.000000 Penalty: 2955.148438
	Iteration 0F: 2 clusters Score -2.019303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -20093578.000000 Penalty: 5910.296875
	Iteration 0F: 3 clusters Score -2.009358e+07 nChanged 71488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -20135020.000000 Penalty: 5910.296875
	Iteration 1F: 3 clusters Score -2.013502e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -20136032.000000 Penalty: 5910.296875
	Iteration 2Q: 3 clusters Score -2.013603e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -20137354.000000 Penalty: 5910.296875
	Iteration 3Q: 3 clusters Score -2.013735e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -20138856.000000 Penalty: 5910.296875
	Iteration 4Q: 3 clusters Score -2.013886e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -20141226.000000 Penalty: 5910.296875
	Iteration 5Q: 3 clusters Score -2.014123e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -20144426.000000 Penalty: 5910.296875
	Iteration 6Q: 3 clusters Score -2.014443e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -20148940.000000 Penalty: 5910.296875
	Iteration 7F: 3 clusters Score -2.014894e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -20155640.000000 Penalty: 5910.296875
	Iteration 8F: 3 clusters Score -2.015564e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -20163586.000000 Penalty: 5910.296875
	Iteration 9F: 3 clusters Score -2.016359e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -20169756.000000 Penalty: 5910.296875
	Iteration 10F: 3 clusters Score -2.016976e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -20172704.000000 Penalty: 5910.296875
	Iteration 11Q: 3 clusters Score -2.01727e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -20173674.000000 Penalty: 5910.296875
	Iteration 12Q: 3 clusters Score -2.017367e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -20174402.000000 Penalty: 5910.296875
	Iteration 13Q: 3 clusters Score -2.01744e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -20174960.000000 Penalty: 5910.296875
	Iteration 14Q: 3 clusters Score -2.017496e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -20175400.000000 Penalty: 5910.296875
	Iteration 15Q: 3 clusters Score -2.01754e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -20175922.000000 Penalty: 5910.296875
	Iteration 16Q: 3 clusters Score -2.017592e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -20176404.000000 Penalty: 5910.296875
	Iteration 17Q: 3 clusters Score -2.01764e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -20176886.000000 Penalty: 5910.296875
	Iteration 18Q: 3 clusters Score -2.017689e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -20177268.000000 Penalty: 5910.296875
	Iteration 19Q: 3 clusters Score -2.017727e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -20177756.000000 Penalty: 5910.296875
	Iteration 20F: 3 clusters Score -2.017776e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -20178118.000000 Penalty: 5910.296875
	Iteration 21Q: 3 clusters Score -2.017812e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -20178772.000000 Penalty: 5910.296875
	Iteration 22Q: 3 clusters Score -2.017877e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -20179226.000000 Penalty: 5910.296875
	Iteration 23Q: 3 clusters Score -2.017923e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -20179712.000000 Penalty: 5910.296875
	Iteration 24Q: 3 clusters Score -2.017971e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -20180298.000000 Penalty: 5910.296875
	Iteration 25Q: 3 clusters Score -2.01803e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -20180770.000000 Penalty: 5910.296875
	Iteration 26Q: 3 clusters Score -2.018077e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -20181406.000000 Penalty: 5910.296875
	Iteration 27Q: 3 clusters Score -2.018141e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -20181996.000000 Penalty: 5910.296875
	Iteration 28Q: 3 clusters Score -2.0182e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 122126 members 
Entering Unmasked Estep 
Score: -20182644.000000 Penalty: 5910.296875
	Iteration 29Q: 3 clusters Score -2.018264e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -20183294.000000 Penalty: 5910.296875
	Iteration 30Q: 3 clusters Score -2.018329e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -20183864.000000 Penalty: 5910.296875
	Iteration 31Q: 3 clusters Score -2.018386e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -20184526.000000 Penalty: 5910.296875
	Iteration 32Q: 3 clusters Score -2.018453e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 129574 members 
Entering Unmasked Estep 
Score: -20185000.000000 Penalty: 5910.296875
	Iteration 33Q: 3 clusters Score -2.0185e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -20185652.000000 Penalty: 5910.296875
	Iteration 34Q: 3 clusters Score -2.018565e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -20186176.000000 Penalty: 5910.296875
	Iteration 35Q: 3 clusters Score -2.018618e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -20186742.000000 Penalty: 5910.296875
	Iteration 36Q: 3 clusters Score -2.018674e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -20187230.000000 Penalty: 5910.296875
	Iteration 37Q: 3 clusters Score -2.018723e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 137481 members 
Entering Unmasked Estep 
Score: -20187712.000000 Penalty: 5910.296875
	Iteration 38Q: 3 clusters Score -2.018771e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 138718 members 
Entering Unmasked Estep 
Score: -20188130.000000 Penalty: 5910.296875
	Iteration 39Q: 3 clusters Score -2.018813e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -20188514.000000 Penalty: 5910.296875
	Iteration 40F: 3 clusters Score -2.018851e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 140866 members 
Entering Unmasked Estep 
Score: -20188900.000000 Penalty: 5910.296875
	Iteration 41Q: 3 clusters Score -2.01889e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -20189158.000000 Penalty: 5910.296875
	Iteration 42Q: 3 clusters Score -2.018916e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -20189408.000000 Penalty: 5910.296875
	Iteration 43Q: 3 clusters Score -2.018941e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -20189710.000000 Penalty: 5910.296875
	Iteration 44Q: 3 clusters Score -2.018971e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -20189904.000000 Penalty: 5910.296875
	Iteration 45Q: 3 clusters Score -2.01899e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -20190102.000000 Penalty: 5910.296875
	Iteration 46Q: 3 clusters Score -2.01901e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -20190234.000000 Penalty: 5910.296875
	Iteration 47Q: 3 clusters Score -2.019023e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -20190404.000000 Penalty: 5910.296875
	Iteration 48Q: 3 clusters Score -2.01904e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -20190496.000000 Penalty: 5910.296875
	Iteration 49Q: 3 clusters Score -2.01905e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -20190508.000000 Penalty: 5910.296875
	Iteration 50Q: 3 clusters Score -2.019051e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -20190516.000000 Penalty: 5910.296875
	Iteration 51Q: 3 clusters Score -2.019052e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -20190584.000000 Penalty: 5910.296875
	Iteration 52Q: 3 clusters Score -2.019058e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -20190600.000000 Penalty: 5910.296875
	Iteration 53Q: 3 clusters Score -2.01906e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -20190570.000000 Penalty: 5910.296875
	Iteration 54Q: 3 clusters Score -2.019057e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -20190580.000000 Penalty: 5910.296875
	Iteration 55Q: 3 clusters Score -2.019058e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -20190622.000000 Penalty: 5910.296875
	Iteration 56Q: 3 clusters Score -2.019062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -20190668.000000 Penalty: 5910.296875
	Iteration 57Q: 3 clusters Score -2.019067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -20190684.000000 Penalty: 5910.296875
	Iteration 58Q: 3 clusters Score -2.019068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -20190668.000000 Penalty: 5910.296875
	Iteration 59Q: 3 clusters Score -2.019067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -20190674.000000 Penalty: 5910.296875
	Iteration 60F: 3 clusters Score -2.019067e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -20190688.000000 Penalty: 5910.296875
	Iteration 61Q: 3 clusters Score -2.019069e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -20190720.000000 Penalty: 5910.296875
	Iteration 62Q: 3 clusters Score -2.019072e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -20190690.000000 Penalty: 5910.296875
	Iteration 63Q: 3 clusters Score -2.019069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 147784 members 
Entering Unmasked Estep 
Score: -20190718.000000 Penalty: 5910.296875
	Iteration 64Q: 3 clusters Score -2.019072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 147821 members 
Entering Unmasked Estep 
Score: -20190730.000000 Penalty: 5910.296875
	Iteration 65Q: 3 clusters Score -2.019073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -20190768.000000 Penalty: 5910.296875
	Iteration 66Q: 3 clusters Score -2.019077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -20190766.000000 Penalty: 5910.296875
	Iteration 67Q: 3 clusters Score -2.019077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -20190780.000000 Penalty: 5910.296875
	Iteration 68Q: 3 clusters Score -2.019078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 147934 members 
Entering Unmasked Estep 
Score: -20190768.000000 Penalty: 5910.296875
	Iteration 69Q: 3 clusters Score -2.019077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -20190758.000000 Penalty: 5910.296875
	Iteration 70Q: 3 clusters Score -2.019076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -20190752.000000 Penalty: 5910.296875
	Iteration 71Q: 3 clusters Score -2.019075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -20190764.000000 Penalty: 5910.296875
	Iteration 72Q: 3 clusters Score -2.019076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -20190782.000000 Penalty: 5910.296875
	Iteration 73Q: 3 clusters Score -2.019078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -20190778.000000 Penalty: 5910.296875
	Iteration 74Q: 3 clusters Score -2.019078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -20190770.000000 Penalty: 5910.296875
	Iteration 75Q: 3 clusters Score -2.019077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -20190772.000000 Penalty: 5910.296875
	Iteration 76Q: 3 clusters Score -2.019077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -20190764.000000 Penalty: 5910.296875
	Iteration 77Q: 3 clusters Score -2.019076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -20190782.000000 Penalty: 5910.296875
	Iteration 78Q: 3 clusters Score -2.019078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -20190802.000000 Penalty: 5910.296875
	Iteration 79Q: 3 clusters Score -2.01908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -20190814.000000 Penalty: 5910.296875
	Iteration 80F: 3 clusters Score -2.019081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -20190816.000000 Penalty: 5910.296875
	Iteration 81Q: 3 clusters Score -2.019082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -20190818.000000 Penalty: 5910.296875
	Iteration 82Q: 3 clusters Score -2.019082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -20190830.000000 Penalty: 5910.296875
	Iteration 83Q: 3 clusters Score -2.019083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 148117 members 
Entering Unmasked Estep 
Score: -20190828.000000 Penalty: 5910.296875
	Iteration 84Q: 3 clusters Score -2.019083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -20190830.000000 Penalty: 5910.296875
	Iteration 85Q: 3 clusters Score -2.019083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -20190818.000000 Penalty: 5910.296875
	Iteration 86Q: 3 clusters Score -2.019082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -20190820.000000 Penalty: 5910.296875
	Iteration 87Q: 3 clusters Score -2.019082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 148140 members 
Entering Unmasked Estep 
Score: -20190828.000000 Penalty: 5910.296875
	Iteration 88Q: 3 clusters Score -2.019083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 148147 members 
Entering Unmasked Estep 
Score: -20190832.000000 Penalty: 5910.296875
	Iteration 89Q: 3 clusters Score -2.019083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -20190824.000000 Penalty: 5910.296875
	Iteration 90Q: 3 clusters Score -2.019082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -20190824.000000 Penalty: 5910.296875
	Iteration 91Q: 3 clusters Score -2.019082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -20190826.000000 Penalty: 5910.296875
	Iteration 92Q: 3 clusters Score -2.019083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -20190832.000000 Penalty: 5910.296875
	Iteration 93Q: 3 clusters Score -2.019083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 148172 members 
Entering Unmasked Estep 
Score: -20190824.000000 Penalty: 5910.296875
	Iteration 94Q: 3 clusters Score -2.019082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 148174 members 
Entering Unmasked Estep 
Score: -20190830.000000 Penalty: 5910.296875
	Iteration 95Q: 3 clusters Score -2.019083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -20190838.000000 Penalty: 5910.296875
	Iteration 96Q: 3 clusters Score -2.019084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -20190830.000000 Penalty: 5910.296875
	Iteration 97Q: 3 clusters Score -2.019083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 148187 members 
Entering Unmasked Estep 
Score: -20190824.000000 Penalty: 5910.296875
	Iteration 98Q: 3 clusters Score -2.019082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
Score: -20190822.000000 Penalty: 5910.296875
	Iteration 99Q: 3 clusters Score -2.019082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -20190822.000000 Penalty: 5910.296875
	Iteration 100F: 3 clusters Score -2.019082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Entering Unmasked Estep 
Score: -8152847.000000 Penalty: 2728.756348
	Iteration 0F: 2 clusters Score -8152847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -8112449.000000 Penalty: 5457.512695
	Iteration 0F: 3 clusters Score -8112449 nChanged 28023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -8128108.500000 Penalty: 5457.512695
	Iteration 1F: 3 clusters Score -8128108 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8128557.500000 Penalty: 5457.512695
	Iteration 2Q: 3 clusters Score -8128558 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -8129032.000000 Penalty: 5457.512695
	Iteration 3Q: 3 clusters Score -8129032 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -8129480.500000 Penalty: 5457.512695
	Iteration 4Q: 3 clusters Score -8129480 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -8130030.000000 Penalty: 5457.512695
	Iteration 5Q: 3 clusters Score -8130030 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8130759.000000 Penalty: 5457.512695
	Iteration 6Q: 3 clusters Score -8130759 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8131744.500000 Penalty: 5457.512695
	Iteration 7Q: 3 clusters Score -8131744 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -8133054.500000 Penalty: 5457.512695
	Iteration 8Q: 3 clusters Score -8133054 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8134914.000000 Penalty: 5457.512695
	Iteration 9F: 3 clusters Score -8134914 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -8137493.500000 Penalty: 5457.512695
	Iteration 10F: 3 clusters Score -8137494 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -8140465.000000 Penalty: 5457.512695
	Iteration 11F: 3 clusters Score -8140465 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -8142683.500000 Penalty: 5457.512695
	Iteration 12F: 3 clusters Score -8142684 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -8143726.000000 Penalty: 5457.512695
	Iteration 13Q: 3 clusters Score -8143726 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -8144305.500000 Penalty: 5457.512695
	Iteration 14Q: 3 clusters Score -8144306 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -8144768.000000 Penalty: 5457.512695
	Iteration 15Q: 3 clusters Score -8144768 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -8145184.500000 Penalty: 5457.512695
	Iteration 16Q: 3 clusters Score -8145184 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8145554.500000 Penalty: 5457.512695
	Iteration 17Q: 3 clusters Score -8145554 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8145935.500000 Penalty: 5457.512695
	Iteration 18Q: 3 clusters Score -8145936 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8146247.500000 Penalty: 5457.512695
	Iteration 19Q: 3 clusters Score -8146248 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8146589.500000 Penalty: 5457.512695
	Iteration 20F: 3 clusters Score -8146590 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8146986.500000 Penalty: 5457.512695
	Iteration 21Q: 3 clusters Score -8146986 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8147310.000000 Penalty: 5457.512695
	Iteration 22Q: 3 clusters Score -8147310 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8147621.500000 Penalty: 5457.512695
	Iteration 23Q: 3 clusters Score -8147622 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -8147896.000000 Penalty: 5457.512695
	Iteration 24Q: 3 clusters Score -8147896 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -8148135.500000 Penalty: 5457.512695
	Iteration 25Q: 3 clusters Score -8148136 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -8148330.000000 Penalty: 5457.512695
	Iteration 26Q: 3 clusters Score -8148330 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -8148508.000000 Penalty: 5457.512695
	Iteration 27Q: 3 clusters Score -8148508 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -8148686.000000 Penalty: 5457.512695
	Iteration 28Q: 3 clusters Score -8148686 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -8148855.500000 Penalty: 5457.512695
	Iteration 29Q: 3 clusters Score -8148856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -8149012.000000 Penalty: 5457.512695
	Iteration 30Q: 3 clusters Score -8149012 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -8149182.000000 Penalty: 5457.512695
	Iteration 31Q: 3 clusters Score -8149182 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -8149354.500000 Penalty: 5457.512695
	Iteration 32Q: 3 clusters Score -8149354 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -8149480.500000 Penalty: 5457.512695
	Iteration 33Q: 3 clusters Score -8149480 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -8149628.500000 Penalty: 5457.512695
	Iteration 34Q: 3 clusters Score -8149628 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -8149799.500000 Penalty: 5457.512695
	Iteration 35Q: 3 clusters Score -8149800 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -8149909.000000 Penalty: 5457.512695
	Iteration 36Q: 3 clusters Score -8149909 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -8150003.000000 Penalty: 5457.512695
	Iteration 37Q: 3 clusters Score -8150003 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -8150076.500000 Penalty: 5457.512695
	Iteration 38Q: 3 clusters Score -8150076 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -8150177.000000 Penalty: 5457.512695
	Iteration 39Q: 3 clusters Score -8150177 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -8150253.000000 Penalty: 5457.512695
	Iteration 40F: 3 clusters Score -8150253 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -8150330.000000 Penalty: 5457.512695
	Iteration 41Q: 3 clusters Score -8150330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -8150397.000000 Penalty: 5457.512695
	Iteration 42Q: 3 clusters Score -8150397 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -8150467.500000 Penalty: 5457.512695
	Iteration 43Q: 3 clusters Score -8150468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -8150494.000000 Penalty: 5457.512695
	Iteration 44Q: 3 clusters Score -8150494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -8150540.000000 Penalty: 5457.512695
	Iteration 45Q: 3 clusters Score -8150540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -8150580.000000 Penalty: 5457.512695
	Iteration 46Q: 3 clusters Score -8150580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -8150588.500000 Penalty: 5457.512695
	Iteration 47Q: 3 clusters Score -8150588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -8150622.000000 Penalty: 5457.512695
	Iteration 48Q: 3 clusters Score -8150622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -8150628.000000 Penalty: 5457.512695
	Iteration 49Q: 3 clusters Score -8150628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -8150635.000000 Penalty: 5457.512695
	Iteration 50Q: 3 clusters Score -8150635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -8150668.500000 Penalty: 5457.512695
	Iteration 51Q: 3 clusters Score -8150668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8150706.000000 Penalty: 5457.512695
	Iteration 52Q: 3 clusters Score -8150706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -8150732.500000 Penalty: 5457.512695
	Iteration 53Q: 3 clusters Score -8150732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -8150730.500000 Penalty: 5457.512695
	Iteration 54Q: 3 clusters Score -8150730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -8150747.000000 Penalty: 5457.512695
	Iteration 55Q: 3 clusters Score -8150747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -8150765.500000 Penalty: 5457.512695
	Iteration 56Q: 3 clusters Score -8150766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -8150764.000000 Penalty: 5457.512695
	Iteration 57Q: 3 clusters Score -8150764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -8150771.500000 Penalty: 5457.512695
	Iteration 58Q: 3 clusters Score -8150772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -8150783.000000 Penalty: 5457.512695
	Iteration 59Q: 3 clusters Score -8150783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -8150777.000000 Penalty: 5457.512695
	Iteration 60F: 3 clusters Score -8150777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -8150783.500000 Penalty: 5457.512695
	Iteration 61Q: 3 clusters Score -8150784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -8150805.000000 Penalty: 5457.512695
	Iteration 62Q: 3 clusters Score -8150805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -8150805.500000 Penalty: 5457.512695
	Iteration 63Q: 3 clusters Score -8150806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -8150801.000000 Penalty: 5457.512695
	Iteration 64Q: 3 clusters Score -8150801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -8150813.000000 Penalty: 5457.512695
	Iteration 65Q: 3 clusters Score -8150813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -8150816.000000 Penalty: 5457.512695
	Iteration 66Q: 3 clusters Score -8150816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -8150842.000000 Penalty: 5457.512695
	Iteration 67Q: 3 clusters Score -8150842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -8150854.500000 Penalty: 5457.512695
	Iteration 68Q: 3 clusters Score -8150854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -8150858.500000 Penalty: 5457.512695
	Iteration 69Q: 3 clusters Score -8150858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -8150865.000000 Penalty: 5457.512695
	Iteration 70Q: 3 clusters Score -8150865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -8150861.500000 Penalty: 5457.512695
	Iteration 71Q: 3 clusters Score -8150862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -8150870.000000 Penalty: 5457.512695
	Iteration 72Q: 3 clusters Score -8150870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -8150870.500000 Penalty: 5457.512695
	Iteration 73Q: 3 clusters Score -8150870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -8150874.500000 Penalty: 5457.512695
	Iteration 74Q: 3 clusters Score -8150874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -8150883.500000 Penalty: 5457.512695
	Iteration 75Q: 3 clusters Score -8150884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -8150887.500000 Penalty: 5457.512695
	Iteration 76Q: 3 clusters Score -8150888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -8150880.000000 Penalty: 5457.512695
	Iteration 77Q: 3 clusters Score -8150880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -8150882.500000 Penalty: 5457.512695
	Iteration 78Q: 3 clusters Score -8150882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -8150873.500000 Penalty: 5457.512695
	Iteration 79Q: 3 clusters Score -8150874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -8150874.500000 Penalty: 5457.512695
	Iteration 80F: 3 clusters Score -8150874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -8150874.500000 Penalty: 5457.512695
	Iteration 81Q: 3 clusters Score -8150874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -8150875.000000 Penalty: 5457.512695
	Iteration 82Q: 3 clusters Score -8150875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -8150873.500000 Penalty: 5457.512695
	Iteration 83Q: 3 clusters Score -8150874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8150877.500000 Penalty: 5457.512695
	Iteration 84Q: 3 clusters Score -8150878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -8150876.500000 Penalty: 5457.512695
	Iteration 85Q: 3 clusters Score -8150876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -8150872.000000 Penalty: 5457.512695
	Iteration 86Q: 3 clusters Score -8150872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -8150866.000000 Penalty: 5457.512695
	Iteration 87Q: 3 clusters Score -8150866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -8150866.000000 Penalty: 5457.512695
	Iteration 88Q: 3 clusters Score -8150866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -8150863.000000 Penalty: 5457.512695
	Iteration 89Q: 3 clusters Score -8150863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -8150864.000000 Penalty: 5457.512695
	Iteration 90Q: 3 clusters Score -8150864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -8150864.000000 Penalty: 5457.512695
	Iteration 91F: 3 clusters Score -8150864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Entering Unmasked Estep 
Score: -8248414.000000 Penalty: 2741.567627
	Iteration 0F: 2 clusters Score -8248414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -8205821.500000 Penalty: 5483.135254
	Iteration 0F: 3 clusters Score -8205822 nChanged 29423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -8222357.000000 Penalty: 5483.135254
	Iteration 1F: 3 clusters Score -8222357 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -8222932.000000 Penalty: 5483.135254
	Iteration 2Q: 3 clusters Score -8222932 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -8223513.000000 Penalty: 5483.135254
	Iteration 3Q: 3 clusters Score -8223513 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -8224129.000000 Penalty: 5483.135254
	Iteration 4Q: 3 clusters Score -8224129 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8224755.500000 Penalty: 5483.135254
	Iteration 5Q: 3 clusters Score -8224756 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -8225629.000000 Penalty: 5483.135254
	Iteration 6Q: 3 clusters Score -8225629 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -8226537.000000 Penalty: 5483.135254
	Iteration 7Q: 3 clusters Score -8226537 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -8227685.500000 Penalty: 5483.135254
	Iteration 8Q: 3 clusters Score -8227686 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8229181.500000 Penalty: 5483.135254
	Iteration 9Q: 3 clusters Score -8229182 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -8230939.500000 Penalty: 5483.135254
	Iteration 10Q: 3 clusters Score -8230940 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -8232731.000000 Penalty: 5483.135254
	Iteration 11Q: 3 clusters Score -8232731 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -8234242.000000 Penalty: 5483.135254
	Iteration 12Q: 3 clusters Score -8234242 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8235234.000000 Penalty: 5483.135254
	Iteration 13Q: 3 clusters Score -8235234 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8236070.500000 Penalty: 5483.135254
	Iteration 14Q: 3 clusters Score -8236070 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8236754.000000 Penalty: 5483.135254
	Iteration 15Q: 3 clusters Score -8236754 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8237393.500000 Penalty: 5483.135254
	Iteration 16Q: 3 clusters Score -8237394 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8238037.000000 Penalty: 5483.135254
	Iteration 17Q: 3 clusters Score -8238037 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8238678.000000 Penalty: 5483.135254
	Iteration 18Q: 3 clusters Score -8238678 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -8239427.500000 Penalty: 5483.135254
	Iteration 19Q: 3 clusters Score -8239428 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -8240190.000000 Penalty: 5483.135254
	Iteration 20F: 3 clusters Score -8240190 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -8241064.500000 Penalty: 5483.135254
	Iteration 21Q: 3 clusters Score -8241064 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -8241791.500000 Penalty: 5483.135254
	Iteration 22Q: 3 clusters Score -8241792 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -8242517.500000 Penalty: 5483.135254
	Iteration 23Q: 3 clusters Score -8242518 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -8243141.000000 Penalty: 5483.135254
	Iteration 24Q: 3 clusters Score -8243141 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -8243766.500000 Penalty: 5483.135254
	Iteration 25Q: 3 clusters Score -8243766 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -8244243.500000 Penalty: 5483.135254
	Iteration 26Q: 3 clusters Score -8244244 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -8244666.000000 Penalty: 5483.135254
	Iteration 27Q: 3 clusters Score -8244666 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -8245066.000000 Penalty: 5483.135254
	Iteration 28Q: 3 clusters Score -8245066 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -8245410.500000 Penalty: 5483.135254
	Iteration 29Q: 3 clusters Score -8245410 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -8245617.000000 Penalty: 5483.135254
	Iteration 30Q: 3 clusters Score -8245617 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -8245755.000000 Penalty: 5483.135254
	Iteration 31Q: 3 clusters Score -8245755 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -8245842.500000 Penalty: 5483.135254
	Iteration 32Q: 3 clusters Score -8245842 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -8245933.500000 Penalty: 5483.135254
	Iteration 33Q: 3 clusters Score -8245934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -8246023.000000 Penalty: 5483.135254
	Iteration 34Q: 3 clusters Score -8246023 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -8246114.500000 Penalty: 5483.135254
	Iteration 35Q: 3 clusters Score -8246114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -8246157.500000 Penalty: 5483.135254
	Iteration 36Q: 3 clusters Score -8246158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -8246205.500000 Penalty: 5483.135254
	Iteration 37Q: 3 clusters Score -8246206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -8246212.000000 Penalty: 5483.135254
	Iteration 38Q: 3 clusters Score -8246212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -8246226.000000 Penalty: 5483.135254
	Iteration 39Q: 3 clusters Score -8246226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8246249.000000 Penalty: 5483.135254
	Iteration 40F: 3 clusters Score -8246249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -8246249.000000 Penalty: 5483.135254
	Iteration 41Q: 3 clusters Score -8246249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -8246275.000000 Penalty: 5483.135254
	Iteration 42Q: 3 clusters Score -8246275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -8246266.500000 Penalty: 5483.135254
	Iteration 43Q: 3 clusters Score -8246266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -8246296.500000 Penalty: 5483.135254
	Iteration 44Q: 3 clusters Score -8246296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -8246306.000000 Penalty: 5483.135254
	Iteration 45Q: 3 clusters Score -8246306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -8246320.500000 Penalty: 5483.135254
	Iteration 46Q: 3 clusters Score -8246320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -8246338.500000 Penalty: 5483.135254
	Iteration 47Q: 3 clusters Score -8246338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8246365.000000 Penalty: 5483.135254
	Iteration 48Q: 3 clusters Score -8246365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -8246371.500000 Penalty: 5483.135254
	Iteration 49Q: 3 clusters Score -8246372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -8246392.000000 Penalty: 5483.135254
	Iteration 50Q: 3 clusters Score -8246392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8246397.000000 Penalty: 5483.135254
	Iteration 51Q: 3 clusters Score -8246397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8246427.500000 Penalty: 5483.135254
	Iteration 52Q: 3 clusters Score -8246428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -8246429.500000 Penalty: 5483.135254
	Iteration 53Q: 3 clusters Score -8246430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -8246434.000000 Penalty: 5483.135254
	Iteration 54Q: 3 clusters Score -8246434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -8246422.000000 Penalty: 5483.135254
	Iteration 55Q: 3 clusters Score -8246422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -8246419.000000 Penalty: 5483.135254
	Iteration 56Q: 3 clusters Score -8246419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8246419.500000 Penalty: 5483.135254
	Iteration 57Q: 3 clusters Score -8246420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -8246423.500000 Penalty: 5483.135254
	Iteration 58Q: 3 clusters Score -8246424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -8246424.500000 Penalty: 5483.135254
	Iteration 59Q: 3 clusters Score -8246424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -8246424.000000 Penalty: 5483.135254
	Iteration 60F: 3 clusters Score -8246424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8246430.000000 Penalty: 5483.135254
	Iteration 61Q: 3 clusters Score -8246430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -8246427.500000 Penalty: 5483.135254
	Iteration 62Q: 3 clusters Score -8246428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -8246429.000000 Penalty: 5483.135254
	Iteration 63Q: 3 clusters Score -8246429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -8246435.500000 Penalty: 5483.135254
	Iteration 64Q: 3 clusters Score -8246436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8246436.000000 Penalty: 5483.135254
	Iteration 65Q: 3 clusters Score -8246436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8246441.500000 Penalty: 5483.135254
	Iteration 66Q: 3 clusters Score -8246442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -8246444.500000 Penalty: 5483.135254
	Iteration 67Q: 3 clusters Score -8246444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8246450.000000 Penalty: 5483.135254
	Iteration 68Q: 3 clusters Score -8246450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -8246452.500000 Penalty: 5483.135254
	Iteration 69Q: 3 clusters Score -8246452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -8246449.500000 Penalty: 5483.135254
	Iteration 70Q: 3 clusters Score -8246450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -8246449.500000 Penalty: 5483.135254
	Iteration 71F: 3 clusters Score -8246450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155550.421875 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155550.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153388.640625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153388.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153717.921875 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153717.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153824.812500 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -153824.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153877.156250 Penalty: 3540.877930
	Iteration 3Q: 3 clusters Score -153877.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153920.484375 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -153920.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153970.312500 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -153970.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154001.468750 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -154001.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154056.234375 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -154056.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -154132.937500 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -154132.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154312.703125 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -154312.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154662.343750 Penalty: 3540.877930
	Iteration 10F: 3 clusters Score -154662.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155076.890625 Penalty: 3540.877930
	Iteration 11F: 3 clusters Score -155076.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155249.390625 Penalty: 3540.877930
	Iteration 12F: 3 clusters Score -155249.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155410.437500 Penalty: 3540.877930
	Iteration 13F: 3 clusters Score -155410.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -155583.109375 Penalty: 3540.877930
	Iteration 14F: 3 clusters Score -155583.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -155700.640625 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -155700.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155775.109375 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -155775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155823.843750 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -155823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155845.968750 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -155846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -155852.015625 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -155852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155863.468750 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -155863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155877.656250 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -155877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155883.031250 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -155883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155886.640625 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -155886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155886.640625 Penalty: 3540.877930
	Iteration 24F: 3 clusters Score -155886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186319 members 
Mstep: Class 5 contains 149630 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 63241 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 146328 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116161 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 162499 members 
Mstep: Class 16 contains 91152 members 
Mstep: Class 17 contains 78830 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 150308 members 
Mstep: Class 21 contains 125026 members 
Mstep: Class 22 contains 4439 members 
Entering Unmasked Estep 
Score: -180354560.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180354960.000000 to -180354560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (146328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146328 members 
Entering Unmasked Estep 
Score: -19642614.000000 Penalty: 2949.614258
	Iteration 0F: 2 clusters Score -1.964261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -19545548.000000 Penalty: 5899.228516
	Iteration 0F: 3 clusters Score -1.954555e+07 nChanged 70084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -19586186.000000 Penalty: 5899.228516
	Iteration 1F: 3 clusters Score -1.958619e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -19587124.000000 Penalty: 5899.228516
	Iteration 2Q: 3 clusters Score -1.958712e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -19588190.000000 Penalty: 5899.228516
	Iteration 3Q: 3 clusters Score -1.958819e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -19589722.000000 Penalty: 5899.228516
	Iteration 4Q: 3 clusters Score -1.958972e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -19592434.000000 Penalty: 5899.228516
	Iteration 5Q: 3 clusters Score -1.959243e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -19596972.000000 Penalty: 5899.228516
	Iteration 6F: 3 clusters Score -1.959697e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -19604640.000000 Penalty: 5899.228516
	Iteration 7F: 3 clusters Score -1.960464e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -19614962.000000 Penalty: 5899.228516
	Iteration 8F: 3 clusters Score -1.961496e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -19625188.000000 Penalty: 5899.228516
	Iteration 9F: 3 clusters Score -1.962519e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -19631794.000000 Penalty: 5899.228516
	Iteration 10Q: 3 clusters Score -1.963179e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -19634896.000000 Penalty: 5899.228516
	Iteration 11Q: 3 clusters Score -1.96349e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -19636340.000000 Penalty: 5899.228516
	Iteration 12Q: 3 clusters Score -1.963634e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127431 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -19637252.000000 Penalty: 5899.228516
	Iteration 13Q: 3 clusters Score -1.963725e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -19637950.000000 Penalty: 5899.228516
	Iteration 14Q: 3 clusters Score -1.963795e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -19638526.000000 Penalty: 5899.228516
	Iteration 15Q: 3 clusters Score -1.963853e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -19638896.000000 Penalty: 5899.228516
	Iteration 16Q: 3 clusters Score -1.96389e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130518 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -19639144.000000 Penalty: 5899.228516
	Iteration 17Q: 3 clusters Score -1.963914e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131111 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -19639342.000000 Penalty: 5899.228516
	Iteration 18Q: 3 clusters Score -1.963934e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131661 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -19639516.000000 Penalty: 5899.228516
	Iteration 19Q: 3 clusters Score -1.963952e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -19639670.000000 Penalty: 5899.228516
	Iteration 20F: 3 clusters Score -1.963967e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132614 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -19639810.000000 Penalty: 5899.228516
	Iteration 21Q: 3 clusters Score -1.963981e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133050 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -19639922.000000 Penalty: 5899.228516
	Iteration 22Q: 3 clusters Score -1.963992e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -19639992.000000 Penalty: 5899.228516
	Iteration 23Q: 3 clusters Score -1.963999e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -19640074.000000 Penalty: 5899.228516
	Iteration 24Q: 3 clusters Score -1.964007e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -19640164.000000 Penalty: 5899.228516
	Iteration 25Q: 3 clusters Score -1.964016e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134636 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -19640312.000000 Penalty: 5899.228516
	Iteration 26Q: 3 clusters Score -1.964031e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -19640396.000000 Penalty: 5899.228516
	Iteration 27Q: 3 clusters Score -1.96404e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135385 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -19640564.000000 Penalty: 5899.228516
	Iteration 28Q: 3 clusters Score -1.964056e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -19640674.000000 Penalty: 5899.228516
	Iteration 29Q: 3 clusters Score -1.964067e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -19640716.000000 Penalty: 5899.228516
	Iteration 30Q: 3 clusters Score -1.964072e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -19640852.000000 Penalty: 5899.228516
	Iteration 31Q: 3 clusters Score -1.964085e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -19640910.000000 Penalty: 5899.228516
	Iteration 32Q: 3 clusters Score -1.964091e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -19640920.000000 Penalty: 5899.228516
	Iteration 33Q: 3 clusters Score -1.964092e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -19641018.000000 Penalty: 5899.228516
	Iteration 34Q: 3 clusters Score -1.964102e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -19641054.000000 Penalty: 5899.228516
	Iteration 35Q: 3 clusters Score -1.964105e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -19641086.000000 Penalty: 5899.228516
	Iteration 36Q: 3 clusters Score -1.964109e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -19641174.000000 Penalty: 5899.228516
	Iteration 37Q: 3 clusters Score -1.964117e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -19641168.000000 Penalty: 5899.228516
	Iteration 38Q: 3 clusters Score -1.964117e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139328 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -19641274.000000 Penalty: 5899.228516
	Iteration 39Q: 3 clusters Score -1.964127e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -19641246.000000 Penalty: 5899.228516
	Iteration 40F: 3 clusters Score -1.964125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -19641288.000000 Penalty: 5899.228516
	Iteration 41Q: 3 clusters Score -1.964129e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140100 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -19641280.000000 Penalty: 5899.228516
	Iteration 42Q: 3 clusters Score -1.964128e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -19641268.000000 Penalty: 5899.228516
	Iteration 43Q: 3 clusters Score -1.964127e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -19641292.000000 Penalty: 5899.228516
	Iteration 44Q: 3 clusters Score -1.964129e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -19641264.000000 Penalty: 5899.228516
	Iteration 45Q: 3 clusters Score -1.964126e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -19641242.000000 Penalty: 5899.228516
	Iteration 46Q: 3 clusters Score -1.964124e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -19641212.000000 Penalty: 5899.228516
	Iteration 47Q: 3 clusters Score -1.964121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -19641218.000000 Penalty: 5899.228516
	Iteration 48Q: 3 clusters Score -1.964122e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -19641164.000000 Penalty: 5899.228516
	Iteration 49Q: 3 clusters Score -1.964116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -19641130.000000 Penalty: 5899.228516
	Iteration 50Q: 3 clusters Score -1.964113e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -19641142.000000 Penalty: 5899.228516
	Iteration 51Q: 3 clusters Score -1.964114e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -19641152.000000 Penalty: 5899.228516
	Iteration 52Q: 3 clusters Score -1.964115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -19641164.000000 Penalty: 5899.228516
	Iteration 53Q: 3 clusters Score -1.964116e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141910 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -19641138.000000 Penalty: 5899.228516
	Iteration 54Q: 3 clusters Score -1.964114e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141998 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19641160.000000 Penalty: 5899.228516
	Iteration 55Q: 3 clusters Score -1.964116e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142070 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -19641154.000000 Penalty: 5899.228516
	Iteration 56Q: 3 clusters Score -1.964115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142136 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -19641164.000000 Penalty: 5899.228516
	Iteration 57Q: 3 clusters Score -1.964116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -19641150.000000 Penalty: 5899.228516
	Iteration 58Q: 3 clusters Score -1.964115e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -19641152.000000 Penalty: 5899.228516
	Iteration 59Q: 3 clusters Score -1.964115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -19641112.000000 Penalty: 5899.228516
	Iteration 60F: 3 clusters Score -1.964111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -19641126.000000 Penalty: 5899.228516
	Iteration 61Q: 3 clusters Score -1.964113e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142474 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -19641130.000000 Penalty: 5899.228516
	Iteration 62Q: 3 clusters Score -1.964113e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -19641114.000000 Penalty: 5899.228516
	Iteration 63Q: 3 clusters Score -1.964111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -19641124.000000 Penalty: 5899.228516
	Iteration 64Q: 3 clusters Score -1.964112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -19641132.000000 Penalty: 5899.228516
	Iteration 65Q: 3 clusters Score -1.964113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19641126.000000 Penalty: 5899.228516
	Iteration 66Q: 3 clusters Score -1.964113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -19641148.000000 Penalty: 5899.228516
	Iteration 67Q: 3 clusters Score -1.964115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -19641124.000000 Penalty: 5899.228516
	Iteration 68Q: 3 clusters Score -1.964112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -19641128.000000 Penalty: 5899.228516
	Iteration 69Q: 3 clusters Score -1.964113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -19641118.000000 Penalty: 5899.228516
	Iteration 70Q: 3 clusters Score -1.964112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -19641130.000000 Penalty: 5899.228516
	Iteration 71Q: 3 clusters Score -1.964113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -19641144.000000 Penalty: 5899.228516
	Iteration 72Q: 3 clusters Score -1.964114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142854 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -19641136.000000 Penalty: 5899.228516
	Iteration 73Q: 3 clusters Score -1.964114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -19641104.000000 Penalty: 5899.228516
	Iteration 74Q: 3 clusters Score -1.96411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -19641120.000000 Penalty: 5899.228516
	Iteration 75Q: 3 clusters Score -1.964112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19641118.000000 Penalty: 5899.228516
	Iteration 76Q: 3 clusters Score -1.964112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -19641124.000000 Penalty: 5899.228516
	Iteration 77Q: 3 clusters Score -1.964112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -19641138.000000 Penalty: 5899.228516
	Iteration 78Q: 3 clusters Score -1.964114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -19641118.000000 Penalty: 5899.228516
	Iteration 79Q: 3 clusters Score -1.964112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -19641122.000000 Penalty: 5899.228516
	Iteration 80F: 3 clusters Score -1.964112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19641130.000000 Penalty: 5899.228516
	Iteration 81Q: 3 clusters Score -1.964113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142983 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -19641130.000000 Penalty: 5899.228516
	Iteration 82Q: 3 clusters Score -1.964113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -19641122.000000 Penalty: 5899.228516
	Iteration 83Q: 3 clusters Score -1.964112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143005 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -19641110.000000 Penalty: 5899.228516
	Iteration 84Q: 3 clusters Score -1.964111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -19641108.000000 Penalty: 5899.228516
	Iteration 85Q: 3 clusters Score -1.964111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -19641116.000000 Penalty: 5899.228516
	Iteration 86Q: 3 clusters Score -1.964112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -19641098.000000 Penalty: 5899.228516
	Iteration 87Q: 3 clusters Score -1.96411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -19641094.000000 Penalty: 5899.228516
	Iteration 88Q: 3 clusters Score -1.964109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -19641094.000000 Penalty: 5899.228516
	Iteration 89Q: 3 clusters Score -1.964109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -19641114.000000 Penalty: 5899.228516
	Iteration 90Q: 3 clusters Score -1.964111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -19641098.000000 Penalty: 5899.228516
	Iteration 91Q: 3 clusters Score -1.96411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19641090.000000 Penalty: 5899.228516
	Iteration 92Q: 3 clusters Score -1.964109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -19641094.000000 Penalty: 5899.228516
	Iteration 93Q: 3 clusters Score -1.964109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -19641092.000000 Penalty: 5899.228516
	Iteration 94Q: 3 clusters Score -1.964109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143103 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -19641088.000000 Penalty: 5899.228516
	Iteration 95Q: 3 clusters Score -1.964109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143107 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -19641082.000000 Penalty: 5899.228516
	Iteration 96Q: 3 clusters Score -1.964108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -19641090.000000 Penalty: 5899.228516
	Iteration 97Q: 3 clusters Score -1.964109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -19641088.000000 Penalty: 5899.228516
	Iteration 98Q: 3 clusters Score -1.964109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143131 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -19641078.000000 Penalty: 5899.228516
	Iteration 99Q: 3 clusters Score -1.964108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -19641078.000000 Penalty: 5899.228516
	Iteration 100F: 3 clusters Score -1.964108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19641076.000000 Penalty: 5899.228516
	Iteration 101Q: 3 clusters Score -1.964108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19641090.000000 Penalty: 5899.228516
	Iteration 102Q: 3 clusters Score -1.964109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -19641086.000000 Penalty: 5899.228516
	Iteration 103Q: 3 clusters Score -1.964109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19641088.000000 Penalty: 5899.228516
	Iteration 104Q: 3 clusters Score -1.964109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143154 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -19641076.000000 Penalty: 5899.228516
	Iteration 105Q: 3 clusters Score -1.964108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19641086.000000 Penalty: 5899.228516
	Iteration 106Q: 3 clusters Score -1.964109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143158 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19641078.000000 Penalty: 5899.228516
	Iteration 107Q: 3 clusters Score -1.964108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -19641080.000000 Penalty: 5899.228516
	Iteration 108Q: 3 clusters Score -1.964108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -19641088.000000 Penalty: 5899.228516
	Iteration 109Q: 3 clusters Score -1.964109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -19641090.000000 Penalty: 5899.228516
	Iteration 110Q: 3 clusters Score -1.964109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -19641080.000000 Penalty: 5899.228516
	Iteration 111Q: 3 clusters Score -1.964108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -19641080.000000 Penalty: 5899.228516
	Iteration 112Q: 3 clusters Score -1.964108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -19641072.000000 Penalty: 5899.228516
	Iteration 113Q: 3 clusters Score -1.964107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -19641070.000000 Penalty: 5899.228516
	Iteration 114Q: 3 clusters Score -1.964107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19641064.000000 Penalty: 5899.228516
	Iteration 115Q: 3 clusters Score -1.964106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -19641052.000000 Penalty: 5899.228516
	Iteration 116Q: 3 clusters Score -1.964105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -19641044.000000 Penalty: 5899.228516
	Iteration 117Q: 3 clusters Score -1.964104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143185 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -19641048.000000 Penalty: 5899.228516
	Iteration 118Q: 3 clusters Score -1.964105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -19641056.000000 Penalty: 5899.228516
	Iteration 119Q: 3 clusters Score -1.964106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -19641062.000000 Penalty: 5899.228516
	Iteration 120F: 3 clusters Score -1.964106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -19641062.000000 Penalty: 5899.228516
	Iteration 121Q: 3 clusters Score -1.964106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19641068.000000 Penalty: 5899.228516
	Iteration 122Q: 3 clusters Score -1.964107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143207 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -19641068.000000 Penalty: 5899.228516
	Iteration 123Q: 3 clusters Score -1.964107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -19641066.000000 Penalty: 5899.228516
	Iteration 124Q: 3 clusters Score -1.964107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -19641064.000000 Penalty: 5899.228516
	Iteration 125Q: 3 clusters Score -1.964106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -19641072.000000 Penalty: 5899.228516
	Iteration 126Q: 3 clusters Score -1.964107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19641074.000000 Penalty: 5899.228516
	Iteration 127Q: 3 clusters Score -1.964107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19641064.000000 Penalty: 5899.228516
	Iteration 128Q: 3 clusters Score -1.964106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -19641070.000000 Penalty: 5899.228516
	Iteration 129Q: 3 clusters Score -1.964107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143223 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19641068.000000 Penalty: 5899.228516
	Iteration 130Q: 3 clusters Score -1.964107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19641074.000000 Penalty: 5899.228516
	Iteration 131Q: 3 clusters Score -1.964107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19641074.000000 Penalty: 5899.228516
	Iteration 132F: 3 clusters Score -1.964107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -522878.500000 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -522878.5 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 1886 members 
Entering Unmasked Estep 
Score: -519149.843750 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -519149.8 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -519897.625000 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -519897.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -520059.000000 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -520059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -520151.781250 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -520151.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -520214.031250 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -520214 nChanged 80
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: -520253.781250 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -520253.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -520290.218750 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -520290.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -520320.687500 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -520320.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -520341.375000 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -520341.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -520363.750000 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -520363.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -520379.375000 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -520379.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -520391.843750 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -520391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -520409.656250 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -520409.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -520427.656250 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -520427.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -520446.156250 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -520446.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -520463.718750 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -520463.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -520478.937500 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -520478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -520485.875000 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -520485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -520494.937500 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -520494.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -520510.656250 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -520510.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -520520.968750 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -520521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -520528.531250 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -520528.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -520535.625000 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -520535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -520545.093750 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -520545.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -520563.187500 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -520563.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -520577.625000 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -520577.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -520591.968750 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -520592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -520603.281250 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -520603.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -520612.125000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -520612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -520619.218750 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -520619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -520632.812500 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -520632.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -520648.437500 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -520648.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -520663.968750 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -520664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -520680.812500 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -520680.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -520689.937500 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -520689.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -520701.656250 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -520701.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -520712.906250 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -520712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -520724.531250 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -520724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -520739.468750 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -520739.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -520755.406250 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -520755.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -520772.750000 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -520772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -520783.531250 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -520783.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -520792.968750 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -520793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -520803.093750 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -520803.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -520810.593750 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -520810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -520820.281250 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -520820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -520827.718750 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -520827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -520836.406250 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -520836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -520842.593750 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -520842.6 nChanged 11
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: -520849.031250 Penalty: 4076.251221
	Iteration 49Q: 3 clusters Score -520849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -520859.125000 Penalty: 4076.251221
	Iteration 50Q: 3 clusters Score -520859.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -520870.843750 Penalty: 4076.251221
	Iteration 51Q: 3 clusters Score -520870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -520884.593750 Penalty: 4076.251221
	Iteration 52Q: 3 clusters Score -520884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -520895.531250 Penalty: 4076.251221
	Iteration 53Q: 3 clusters Score -520895.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -520905.531250 Penalty: 4076.251221
	Iteration 54Q: 3 clusters Score -520905.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -520915.156250 Penalty: 4076.251221
	Iteration 55Q: 3 clusters Score -520915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -520921.250000 Penalty: 4076.251221
	Iteration 56Q: 3 clusters Score -520921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -520925.093750 Penalty: 4076.251221
	Iteration 57Q: 3 clusters Score -520925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -520929.531250 Penalty: 4076.251221
	Iteration 58Q: 3 clusters Score -520929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -520935.062500 Penalty: 4076.251221
	Iteration 59Q: 3 clusters Score -520935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -520940.125000 Penalty: 4076.251221
	Iteration 60F: 3 clusters Score -520940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -520943.906250 Penalty: 4076.251221
	Iteration 61Q: 3 clusters Score -520943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -520947.375000 Penalty: 4076.251221
	Iteration 62Q: 3 clusters Score -520947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -520950.031250 Penalty: 4076.251221
	Iteration 63Q: 3 clusters Score -520950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -520950.968750 Penalty: 4076.251221
	Iteration 64Q: 3 clusters Score -520951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -520952.062500 Penalty: 4076.251221
	Iteration 65Q: 3 clusters Score -520952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -520952.062500 Penalty: 4076.251221
	Iteration 66F: 3 clusters Score -520952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -788484.562500 Penalty: 2164.167480
	Iteration 0F: 2 clusters Score -788484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -783249.062500 Penalty: 4328.334961
	Iteration 0F: 3 clusters Score -783249.1 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -784577.875000 Penalty: 4328.334961
	Iteration 1F: 3 clusters Score -784577.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -784825.187500 Penalty: 4328.334961
	Iteration 2F: 3 clusters Score -784825.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -784992.000000 Penalty: 4328.334961
	Iteration 3Q: 3 clusters Score -784992 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -785135.500000 Penalty: 4328.334961
	Iteration 4Q: 3 clusters Score -785135.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -785290.687500 Penalty: 4328.334961
	Iteration 5Q: 3 clusters Score -785290.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -785441.562500 Penalty: 4328.334961
	Iteration 6Q: 3 clusters Score -785441.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -785571.437500 Penalty: 4328.334961
	Iteration 7Q: 3 clusters Score -785571.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -785677.750000 Penalty: 4328.334961
	Iteration 8Q: 3 clusters Score -785677.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -785767.500000 Penalty: 4328.334961
	Iteration 9Q: 3 clusters Score -785767.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -785857.812500 Penalty: 4328.334961
	Iteration 10Q: 3 clusters Score -785857.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -785932.500000 Penalty: 4328.334961
	Iteration 11Q: 3 clusters Score -785932.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -786000.187500 Penalty: 4328.334961
	Iteration 12Q: 3 clusters Score -786000.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -786064.687500 Penalty: 4328.334961
	Iteration 13Q: 3 clusters Score -786064.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -786125.937500 Penalty: 4328.334961
	Iteration 14Q: 3 clusters Score -786125.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -786178.375000 Penalty: 4328.334961
	Iteration 15Q: 3 clusters Score -786178.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -786231.625000 Penalty: 4328.334961
	Iteration 16Q: 3 clusters Score -786231.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -786282.812500 Penalty: 4328.334961
	Iteration 17Q: 3 clusters Score -786282.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -786330.000000 Penalty: 4328.334961
	Iteration 18Q: 3 clusters Score -786330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -786375.000000 Penalty: 4328.334961
	Iteration 19Q: 3 clusters Score -786375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -786420.250000 Penalty: 4328.334961
	Iteration 20F: 3 clusters Score -786420.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -786471.875000 Penalty: 4328.334961
	Iteration 21Q: 3 clusters Score -786471.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -786514.937500 Penalty: 4328.334961
	Iteration 22Q: 3 clusters Score -786514.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -786562.687500 Penalty: 4328.334961
	Iteration 23Q: 3 clusters Score -786562.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -786603.625000 Penalty: 4328.334961
	Iteration 24Q: 3 clusters Score -786603.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -786641.437500 Penalty: 4328.334961
	Iteration 25Q: 3 clusters Score -786641.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -786679.812500 Penalty: 4328.334961
	Iteration 26Q: 3 clusters Score -786679.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -786711.750000 Penalty: 4328.334961
	Iteration 27Q: 3 clusters Score -786711.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -786744.000000 Penalty: 4328.334961
	Iteration 28Q: 3 clusters Score -786744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -786769.500000 Penalty: 4328.334961
	Iteration 29Q: 3 clusters Score -786769.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -786791.000000 Penalty: 4328.334961
	Iteration 30Q: 3 clusters Score -786791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -786811.500000 Penalty: 4328.334961
	Iteration 31Q: 3 clusters Score -786811.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -786833.875000 Penalty: 4328.334961
	Iteration 32Q: 3 clusters Score -786833.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -786859.125000 Penalty: 4328.334961
	Iteration 33Q: 3 clusters Score -786859.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -786882.187500 Penalty: 4328.334961
	Iteration 34Q: 3 clusters Score -786882.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -786903.562500 Penalty: 4328.334961
	Iteration 35Q: 3 clusters Score -786903.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -786931.625000 Penalty: 4328.334961
	Iteration 36Q: 3 clusters Score -786931.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -786955.937500 Penalty: 4328.334961
	Iteration 37Q: 3 clusters Score -786955.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -786973.687500 Penalty: 4328.334961
	Iteration 38Q: 3 clusters Score -786973.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -786994.062500 Penalty: 4328.334961
	Iteration 39Q: 3 clusters Score -786994.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -787009.062500 Penalty: 4328.334961
	Iteration 40F: 3 clusters Score -787009.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -787029.125000 Penalty: 4328.334961
	Iteration 41Q: 3 clusters Score -787029.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -787055.187500 Penalty: 4328.334961
	Iteration 42Q: 3 clusters Score -787055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -787077.125000 Penalty: 4328.334961
	Iteration 43Q: 3 clusters Score -787077.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -787098.312500 Penalty: 4328.334961
	Iteration 44Q: 3 clusters Score -787098.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -787111.812500 Penalty: 4328.334961
	Iteration 45Q: 3 clusters Score -787111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -787126.437500 Penalty: 4328.334961
	Iteration 46Q: 3 clusters Score -787126.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -787140.187500 Penalty: 4328.334961
	Iteration 47Q: 3 clusters Score -787140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -787151.125000 Penalty: 4328.334961
	Iteration 48Q: 3 clusters Score -787151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -787160.875000 Penalty: 4328.334961
	Iteration 49Q: 3 clusters Score -787160.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -787165.312500 Penalty: 4328.334961
	Iteration 50Q: 3 clusters Score -787165.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -787169.187500 Penalty: 4328.334961
	Iteration 51Q: 3 clusters Score -787169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -787169.437500 Penalty: 4328.334961
	Iteration 52Q: 3 clusters Score -787169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -787174.375000 Penalty: 4328.334961
	Iteration 53Q: 3 clusters Score -787174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -787178.437500 Penalty: 4328.334961
	Iteration 54Q: 3 clusters Score -787178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -787183.500000 Penalty: 4328.334961
	Iteration 55Q: 3 clusters Score -787183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -787188.500000 Penalty: 4328.334961
	Iteration 56Q: 3 clusters Score -787188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -787192.437500 Penalty: 4328.334961
	Iteration 57Q: 3 clusters Score -787192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -787196.562500 Penalty: 4328.334961
	Iteration 58Q: 3 clusters Score -787196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -787196.625000 Penalty: 4328.334961
	Iteration 59Q: 3 clusters Score -787196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -787197.562500 Penalty: 4328.334961
	Iteration 60F: 3 clusters Score -787197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -787198.875000 Penalty: 4328.334961
	Iteration 61Q: 3 clusters Score -787198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -787199.187500 Penalty: 4328.334961
	Iteration 62Q: 3 clusters Score -787199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -787201.062500 Penalty: 4328.334961
	Iteration 63Q: 3 clusters Score -787201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -787202.625000 Penalty: 4328.334961
	Iteration 64Q: 3 clusters Score -787202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -787204.875000 Penalty: 4328.334961
	Iteration 65Q: 3 clusters Score -787204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -787205.437500 Penalty: 4328.334961
	Iteration 66Q: 3 clusters Score -787205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -787208.312500 Penalty: 4328.334961
	Iteration 67Q: 3 clusters Score -787208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -787208.312500 Penalty: 4328.334961
	Iteration 68F: 3 clusters Score -787208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -344269.593750 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -344269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341247.906250 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -341247.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -341806.468750 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -341806.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -341974.281250 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -341974.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342062.500000 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -342062.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342121.562500 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -342121.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342163.812500 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -342163.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342197.781250 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -342197.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342225.750000 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -342225.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342246.281250 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -342246.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -342255.593750 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -342255.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -342265.250000 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -342265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -342273.093750 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -342273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -342277.343750 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -342277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -342283.531250 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -342283.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -342288.781250 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -342288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -342294.531250 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -342294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -342297.250000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -342297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -342304.156250 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -342304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -342309.187500 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -342309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -342314.218750 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -342314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -342318.468750 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -342318.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -342322.406250 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -342322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -342325.906250 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -342325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -342330.031250 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -342330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -342333.656250 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -342333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -342341.218750 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -342341.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -342348.093750 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -342348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -342354.000000 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -342354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -342357.812500 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -342357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -342364.093750 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -342364.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -342369.312500 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -342369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -342375.843750 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -342375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -342381.593750 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -342381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -342388.625000 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -342388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -342396.593750 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -342396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -342404.343750 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -342404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -342413.343750 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -342413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -342420.218750 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -342420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -342427.562500 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -342427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -342434.875000 Penalty: 3897.310547
	Iteration 39Q: 3 clusters Score -342434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -342440.781250 Penalty: 3897.310547
	Iteration 40F: 3 clusters Score -342440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342443.125000 Penalty: 3897.310547
	Iteration 41Q: 3 clusters Score -342443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342446.406250 Penalty: 3897.310547
	Iteration 42Q: 3 clusters Score -342446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -342450.750000 Penalty: 3897.310547
	Iteration 43Q: 3 clusters Score -342450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -342453.750000 Penalty: 3897.310547
	Iteration 44Q: 3 clusters Score -342453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -342457.281250 Penalty: 3897.310547
	Iteration 45Q: 3 clusters Score -342457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -342460.500000 Penalty: 3897.310547
	Iteration 46Q: 3 clusters Score -342460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342465.281250 Penalty: 3897.310547
	Iteration 47Q: 3 clusters Score -342465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342468.593750 Penalty: 3897.310547
	Iteration 48Q: 3 clusters Score -342468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -342473.125000 Penalty: 3897.310547
	Iteration 49Q: 3 clusters Score -342473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -342476.187500 Penalty: 3897.310547
	Iteration 50Q: 3 clusters Score -342476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -342479.406250 Penalty: 3897.310547
	Iteration 51Q: 3 clusters Score -342479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342483.218750 Penalty: 3897.310547
	Iteration 52Q: 3 clusters Score -342483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -342489.750000 Penalty: 3897.310547
	Iteration 53Q: 3 clusters Score -342489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342494.906250 Penalty: 3897.310547
	Iteration 54Q: 3 clusters Score -342494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -342496.687500 Penalty: 3897.310547
	Iteration 55Q: 3 clusters Score -342496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -342501.312500 Penalty: 3897.310547
	Iteration 56Q: 3 clusters Score -342501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -342501.468750 Penalty: 3897.310547
	Iteration 57Q: 3 clusters Score -342501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -342503.250000 Penalty: 3897.310547
	Iteration 58Q: 3 clusters Score -342503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -342505.937500 Penalty: 3897.310547
	Iteration 59Q: 3 clusters Score -342505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -342506.156250 Penalty: 3897.310547
	Iteration 60F: 3 clusters Score -342506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342508.531250 Penalty: 3897.310547
	Iteration 61Q: 3 clusters Score -342508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -342510.406250 Penalty: 3897.310547
	Iteration 62Q: 3 clusters Score -342510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342511.906250 Penalty: 3897.310547
	Iteration 63Q: 3 clusters Score -342511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342513.187500 Penalty: 3897.310547
	Iteration 64Q: 3 clusters Score -342513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -342514.750000 Penalty: 3897.310547
	Iteration 65Q: 3 clusters Score -342514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -342516.687500 Penalty: 3897.310547
	Iteration 66Q: 3 clusters Score -342516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -342518.593750 Penalty: 3897.310547
	Iteration 67Q: 3 clusters Score -342518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -342521.187500 Penalty: 3897.310547
	Iteration 68Q: 3 clusters Score -342521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342521.906250 Penalty: 3897.310547
	Iteration 69Q: 3 clusters Score -342521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -342523.625000 Penalty: 3897.310547
	Iteration 70Q: 3 clusters Score -342523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342526.531250 Penalty: 3897.310547
	Iteration 71Q: 3 clusters Score -342526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342527.875000 Penalty: 3897.310547
	Iteration 72Q: 3 clusters Score -342527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -342529.406250 Penalty: 3897.310547
	Iteration 73Q: 3 clusters Score -342529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -342529.906250 Penalty: 3897.310547
	Iteration 74Q: 3 clusters Score -342529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342532.156250 Penalty: 3897.310547
	Iteration 75Q: 3 clusters Score -342532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342532.468750 Penalty: 3897.310547
	Iteration 76Q: 3 clusters Score -342532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342534.812500 Penalty: 3897.310547
	Iteration 77Q: 3 clusters Score -342534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -342536.500000 Penalty: 3897.310547
	Iteration 78Q: 3 clusters Score -342536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342537.343750 Penalty: 3897.310547
	Iteration 79Q: 3 clusters Score -342537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342538.593750 Penalty: 3897.310547
	Iteration 80F: 3 clusters Score -342538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342540.125000 Penalty: 3897.310547
	Iteration 81Q: 3 clusters Score -342540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -342543.218750 Penalty: 3897.310547
	Iteration 82Q: 3 clusters Score -342543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -342543.781250 Penalty: 3897.310547
	Iteration 83Q: 3 clusters Score -342543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -342544.812500 Penalty: 3897.310547
	Iteration 84Q: 3 clusters Score -342544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342545.187500 Penalty: 3897.310547
	Iteration 85Q: 3 clusters Score -342545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342546.031250 Penalty: 3897.310547
	Iteration 86Q: 3 clusters Score -342546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342546.031250 Penalty: 3897.310547
	Iteration 87F: 3 clusters Score -342546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Entering Unmasked Estep 
Score: -15693381.000000 Penalty: 2892.357666
	Iteration 0F: 2 clusters Score -1.569338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -15615733.000000 Penalty: 5784.715332
	Iteration 0F: 3 clusters Score -1.561573e+07 nChanged 55148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -15647389.000000 Penalty: 5784.715332
	Iteration 1F: 3 clusters Score -1.564739e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -15648334.000000 Penalty: 5784.715332
	Iteration 2Q: 3 clusters Score -1.564833e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -15649368.000000 Penalty: 5784.715332
	Iteration 3Q: 3 clusters Score -1.564937e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -15650639.000000 Penalty: 5784.715332
	Iteration 4Q: 3 clusters Score -1.565064e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -15652281.000000 Penalty: 5784.715332
	Iteration 5Q: 3 clusters Score -1.565228e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -15654868.000000 Penalty: 5784.715332
	Iteration 6Q: 3 clusters Score -1.565487e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -15658712.000000 Penalty: 5784.715332
	Iteration 7F: 3 clusters Score -1.565871e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -15664056.000000 Penalty: 5784.715332
	Iteration 8F: 3 clusters Score -1.566406e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -15669203.000000 Penalty: 5784.715332
	Iteration 9F: 3 clusters Score -1.56692e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -15671922.000000 Penalty: 5784.715332
	Iteration 10F: 3 clusters Score -1.567192e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -15672783.000000 Penalty: 5784.715332
	Iteration 11Q: 3 clusters Score -1.567278e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -15673220.000000 Penalty: 5784.715332
	Iteration 12Q: 3 clusters Score -1.567322e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -15673472.000000 Penalty: 5784.715332
	Iteration 13Q: 3 clusters Score -1.567347e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -15673689.000000 Penalty: 5784.715332
	Iteration 14Q: 3 clusters Score -1.567369e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -15673898.000000 Penalty: 5784.715332
	Iteration 15Q: 3 clusters Score -1.56739e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -15674144.000000 Penalty: 5784.715332
	Iteration 16Q: 3 clusters Score -1.567414e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -15674358.000000 Penalty: 5784.715332
	Iteration 17Q: 3 clusters Score -1.567436e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -15674649.000000 Penalty: 5784.715332
	Iteration 18Q: 3 clusters Score -1.567465e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -15674890.000000 Penalty: 5784.715332
	Iteration 19Q: 3 clusters Score -1.567489e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -15675114.000000 Penalty: 5784.715332
	Iteration 20F: 3 clusters Score -1.567511e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -15675344.000000 Penalty: 5784.715332
	Iteration 21Q: 3 clusters Score -1.567534e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -15675429.000000 Penalty: 5784.715332
	Iteration 22Q: 3 clusters Score -1.567543e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -15675573.000000 Penalty: 5784.715332
	Iteration 23Q: 3 clusters Score -1.567557e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -15675767.000000 Penalty: 5784.715332
	Iteration 24Q: 3 clusters Score -1.567577e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -15675838.000000 Penalty: 5784.715332
	Iteration 25Q: 3 clusters Score -1.567584e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -15676011.000000 Penalty: 5784.715332
	Iteration 26Q: 3 clusters Score -1.567601e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -15676139.000000 Penalty: 5784.715332
	Iteration 27Q: 3 clusters Score -1.567614e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -15676320.000000 Penalty: 5784.715332
	Iteration 28Q: 3 clusters Score -1.567632e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -15676423.000000 Penalty: 5784.715332
	Iteration 29Q: 3 clusters Score -1.567642e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -15676511.000000 Penalty: 5784.715332
	Iteration 30Q: 3 clusters Score -1.567651e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -15676670.000000 Penalty: 5784.715332
	Iteration 31Q: 3 clusters Score -1.567667e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -15676847.000000 Penalty: 5784.715332
	Iteration 32Q: 3 clusters Score -1.567685e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -15676967.000000 Penalty: 5784.715332
	Iteration 33Q: 3 clusters Score -1.567697e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -15677145.000000 Penalty: 5784.715332
	Iteration 34Q: 3 clusters Score -1.567714e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -15677309.000000 Penalty: 5784.715332
	Iteration 35Q: 3 clusters Score -1.567731e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -15677528.000000 Penalty: 5784.715332
	Iteration 36Q: 3 clusters Score -1.567753e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -15677753.000000 Penalty: 5784.715332
	Iteration 37Q: 3 clusters Score -1.567775e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -15677956.000000 Penalty: 5784.715332
	Iteration 38Q: 3 clusters Score -1.567796e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -15678169.000000 Penalty: 5784.715332
	Iteration 39Q: 3 clusters Score -1.567817e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -15678332.000000 Penalty: 5784.715332
	Iteration 40F: 3 clusters Score -1.567833e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -15678537.000000 Penalty: 5784.715332
	Iteration 41Q: 3 clusters Score -1.567854e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -15678696.000000 Penalty: 5784.715332
	Iteration 42Q: 3 clusters Score -1.56787e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -15678969.000000 Penalty: 5784.715332
	Iteration 43Q: 3 clusters Score -1.567897e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -15679331.000000 Penalty: 5784.715332
	Iteration 44Q: 3 clusters Score -1.567933e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -15679601.000000 Penalty: 5784.715332
	Iteration 45Q: 3 clusters Score -1.56796e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -15679928.000000 Penalty: 5784.715332
	Iteration 46Q: 3 clusters Score -1.567993e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -15680250.000000 Penalty: 5784.715332
	Iteration 47Q: 3 clusters Score -1.568025e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -15680645.000000 Penalty: 5784.715332
	Iteration 48Q: 3 clusters Score -1.568064e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -15681094.000000 Penalty: 5784.715332
	Iteration 49Q: 3 clusters Score -1.568109e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90798 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -15681539.000000 Penalty: 5784.715332
	Iteration 50Q: 3 clusters Score -1.568154e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -15682062.000000 Penalty: 5784.715332
	Iteration 51Q: 3 clusters Score -1.568206e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -15682520.000000 Penalty: 5784.715332
	Iteration 52Q: 3 clusters Score -1.568252e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -15683039.000000 Penalty: 5784.715332
	Iteration 53Q: 3 clusters Score -1.568304e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -15683548.000000 Penalty: 5784.715332
	Iteration 54Q: 3 clusters Score -1.568355e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -15684209.000000 Penalty: 5784.715332
	Iteration 55Q: 3 clusters Score -1.568421e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -15684799.000000 Penalty: 5784.715332
	Iteration 56Q: 3 clusters Score -1.56848e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -15685400.000000 Penalty: 5784.715332
	Iteration 57Q: 3 clusters Score -1.56854e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -15685952.000000 Penalty: 5784.715332
	Iteration 58Q: 3 clusters Score -1.568595e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -15686502.000000 Penalty: 5784.715332
	Iteration 59Q: 3 clusters Score -1.56865e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -15687060.000000 Penalty: 5784.715332
	Iteration 60F: 3 clusters Score -1.568706e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -15687520.000000 Penalty: 5784.715332
	Iteration 61Q: 3 clusters Score -1.568752e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -15687921.000000 Penalty: 5784.715332
	Iteration 62Q: 3 clusters Score -1.568792e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -15688363.000000 Penalty: 5784.715332
	Iteration 63Q: 3 clusters Score -1.568836e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -15688749.000000 Penalty: 5784.715332
	Iteration 64Q: 3 clusters Score -1.568875e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110593 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -15689061.000000 Penalty: 5784.715332
	Iteration 65Q: 3 clusters Score -1.568906e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -15689311.000000 Penalty: 5784.715332
	Iteration 66Q: 3 clusters Score -1.568931e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -15689594.000000 Penalty: 5784.715332
	Iteration 67Q: 3 clusters Score -1.568959e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -15689812.000000 Penalty: 5784.715332
	Iteration 68Q: 3 clusters Score -1.568981e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -15689978.000000 Penalty: 5784.715332
	Iteration 69Q: 3 clusters Score -1.568998e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -15690113.000000 Penalty: 5784.715332
	Iteration 70Q: 3 clusters Score -1.569011e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15690270.000000 Penalty: 5784.715332
	Iteration 71Q: 3 clusters Score -1.569027e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -15690406.000000 Penalty: 5784.715332
	Iteration 72Q: 3 clusters Score -1.569041e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -15690479.000000 Penalty: 5784.715332
	Iteration 73Q: 3 clusters Score -1.569048e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15690553.000000 Penalty: 5784.715332
	Iteration 74Q: 3 clusters Score -1.569055e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15690595.000000 Penalty: 5784.715332
	Iteration 75Q: 3 clusters Score -1.56906e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15690618.000000 Penalty: 5784.715332
	Iteration 76Q: 3 clusters Score -1.569062e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15690660.000000 Penalty: 5784.715332
	Iteration 77Q: 3 clusters Score -1.569066e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15690704.000000 Penalty: 5784.715332
	Iteration 78Q: 3 clusters Score -1.56907e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15690729.000000 Penalty: 5784.715332
	Iteration 79Q: 3 clusters Score -1.569073e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15690774.000000 Penalty: 5784.715332
	Iteration 80F: 3 clusters Score -1.569077e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15690780.000000 Penalty: 5784.715332
	Iteration 81Q: 3 clusters Score -1.569078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -15690793.000000 Penalty: 5784.715332
	Iteration 82Q: 3 clusters Score -1.569079e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -15690800.000000 Penalty: 5784.715332
	Iteration 83Q: 3 clusters Score -1.56908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15690832.000000 Penalty: 5784.715332
	Iteration 84Q: 3 clusters Score -1.569083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15690836.000000 Penalty: 5784.715332
	Iteration 85Q: 3 clusters Score -1.569084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15690855.000000 Penalty: 5784.715332
	Iteration 86Q: 3 clusters Score -1.569086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15690874.000000 Penalty: 5784.715332
	Iteration 87Q: 3 clusters Score -1.569087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15690883.000000 Penalty: 5784.715332
	Iteration 88Q: 3 clusters Score -1.569088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15690893.000000 Penalty: 5784.715332
	Iteration 89Q: 3 clusters Score -1.569089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115086 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15690908.000000 Penalty: 5784.715332
	Iteration 90Q: 3 clusters Score -1.569091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -15690913.000000 Penalty: 5784.715332
	Iteration 91Q: 3 clusters Score -1.569091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15690902.000000 Penalty: 5784.715332
	Iteration 92Q: 3 clusters Score -1.56909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15690916.000000 Penalty: 5784.715332
	Iteration 93Q: 3 clusters Score -1.569092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15690917.000000 Penalty: 5784.715332
	Iteration 94Q: 3 clusters Score -1.569092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15690904.000000 Penalty: 5784.715332
	Iteration 95Q: 3 clusters Score -1.56909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15690927.000000 Penalty: 5784.715332
	Iteration 96Q: 3 clusters Score -1.569093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -15690934.000000 Penalty: 5784.715332
	Iteration 97Q: 3 clusters Score -1.569093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15690923.000000 Penalty: 5784.715332
	Iteration 98Q: 3 clusters Score -1.569092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15690931.000000 Penalty: 5784.715332
	Iteration 99Q: 3 clusters Score -1.569093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15690929.000000 Penalty: 5784.715332
	Iteration 100F: 3 clusters Score -1.569093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15690941.000000 Penalty: 5784.715332
	Iteration 101Q: 3 clusters Score -1.569094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15690951.000000 Penalty: 5784.715332
	Iteration 102Q: 3 clusters Score -1.569095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15690946.000000 Penalty: 5784.715332
	Iteration 103Q: 3 clusters Score -1.569095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15690957.000000 Penalty: 5784.715332
	Iteration 104Q: 3 clusters Score -1.569096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115184 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15690947.000000 Penalty: 5784.715332
	Iteration 105Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15690943.000000 Penalty: 5784.715332
	Iteration 106Q: 3 clusters Score -1.569094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -15690953.000000 Penalty: 5784.715332
	Iteration 107Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15690941.000000 Penalty: 5784.715332
	Iteration 108Q: 3 clusters Score -1.569094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -15690948.000000 Penalty: 5784.715332
	Iteration 109Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15690948.000000 Penalty: 5784.715332
	Iteration 110Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15690954.000000 Penalty: 5784.715332
	Iteration 111Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15690950.000000 Penalty: 5784.715332
	Iteration 112Q: 3 clusters Score -1.569095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15690947.000000 Penalty: 5784.715332
	Iteration 113Q: 3 clusters Score -1.569095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15690947.000000 Penalty: 5784.715332
	Iteration 114F: 3 clusters Score -1.569095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Entering Unmasked Estep 
Score: -21771028.000000 Penalty: 2975.610107
	Iteration 0F: 2 clusters Score -2.177103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -21664456.000000 Penalty: 5951.220215
	Iteration 0F: 3 clusters Score -2.166446e+07 nChanged 77754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -21709048.000000 Penalty: 5951.220215
	Iteration 1F: 3 clusters Score -2.170905e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -21709858.000000 Penalty: 5951.220215
	Iteration 2Q: 3 clusters Score -2.170986e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -21710742.000000 Penalty: 5951.220215
	Iteration 3Q: 3 clusters Score -2.171074e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -21712114.000000 Penalty: 5951.220215
	Iteration 4Q: 3 clusters Score -2.171211e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -21714566.000000 Penalty: 5951.220215
	Iteration 5Q: 3 clusters Score -2.171457e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -21718716.000000 Penalty: 5951.220215
	Iteration 6Q: 3 clusters Score -2.171872e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -21725904.000000 Penalty: 5951.220215
	Iteration 7F: 3 clusters Score -2.17259e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -21736602.000000 Penalty: 5951.220215
	Iteration 8F: 3 clusters Score -2.17366e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -21747882.000000 Penalty: 5951.220215
	Iteration 9F: 3 clusters Score -2.174788e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -21754540.000000 Penalty: 5951.220215
	Iteration 10F: 3 clusters Score -2.175454e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116689 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -21757220.000000 Penalty: 5951.220215
	Iteration 11Q: 3 clusters Score -2.175722e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -21758598.000000 Penalty: 5951.220215
	Iteration 12Q: 3 clusters Score -2.17586e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -21759496.000000 Penalty: 5951.220215
	Iteration 13Q: 3 clusters Score -2.17595e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -21760118.000000 Penalty: 5951.220215
	Iteration 14Q: 3 clusters Score -2.176012e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -21760730.000000 Penalty: 5951.220215
	Iteration 15Q: 3 clusters Score -2.176073e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -21761368.000000 Penalty: 5951.220215
	Iteration 16Q: 3 clusters Score -2.176137e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -21761880.000000 Penalty: 5951.220215
	Iteration 17Q: 3 clusters Score -2.176188e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -21762276.000000 Penalty: 5951.220215
	Iteration 18Q: 3 clusters Score -2.176228e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129437 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -21762676.000000 Penalty: 5951.220215
	Iteration 19Q: 3 clusters Score -2.176268e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -21763142.000000 Penalty: 5951.220215
	Iteration 20F: 3 clusters Score -2.176314e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -21763626.000000 Penalty: 5951.220215
	Iteration 21Q: 3 clusters Score -2.176363e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -21764096.000000 Penalty: 5951.220215
	Iteration 22Q: 3 clusters Score -2.17641e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -21764542.000000 Penalty: 5951.220215
	Iteration 23Q: 3 clusters Score -2.176454e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137075 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -21764970.000000 Penalty: 5951.220215
	Iteration 24Q: 3 clusters Score -2.176497e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -21765586.000000 Penalty: 5951.220215
	Iteration 25Q: 3 clusters Score -2.176559e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140583 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -21766116.000000 Penalty: 5951.220215
	Iteration 26Q: 3 clusters Score -2.176612e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -21766668.000000 Penalty: 5951.220215
	Iteration 27Q: 3 clusters Score -2.176667e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144093 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -21767218.000000 Penalty: 5951.220215
	Iteration 28Q: 3 clusters Score -2.176722e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -21767688.000000 Penalty: 5951.220215
	Iteration 29Q: 3 clusters Score -2.176769e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -21768048.000000 Penalty: 5951.220215
	Iteration 30Q: 3 clusters Score -2.176805e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -21768484.000000 Penalty: 5951.220215
	Iteration 31Q: 3 clusters Score -2.176848e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -21768856.000000 Penalty: 5951.220215
	Iteration 32Q: 3 clusters Score -2.176886e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150984 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -21769116.000000 Penalty: 5951.220215
	Iteration 33Q: 3 clusters Score -2.176912e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -21769356.000000 Penalty: 5951.220215
	Iteration 34Q: 3 clusters Score -2.176936e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -21769522.000000 Penalty: 5951.220215
	Iteration 35Q: 3 clusters Score -2.176952e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -21769636.000000 Penalty: 5951.220215
	Iteration 36Q: 3 clusters Score -2.176964e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -21769674.000000 Penalty: 5951.220215
	Iteration 37Q: 3 clusters Score -2.176967e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -21769758.000000 Penalty: 5951.220215
	Iteration 38Q: 3 clusters Score -2.176976e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -21769782.000000 Penalty: 5951.220215
	Iteration 39Q: 3 clusters Score -2.176978e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -21769838.000000 Penalty: 5951.220215
	Iteration 40F: 3 clusters Score -2.176984e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -21769960.000000 Penalty: 5951.220215
	Iteration 41Q: 3 clusters Score -2.176996e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -21770022.000000 Penalty: 5951.220215
	Iteration 42Q: 3 clusters Score -2.177002e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -21769914.000000 Penalty: 5951.220215
	Iteration 43Q: 3 clusters Score -2.176991e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -21769936.000000 Penalty: 5951.220215
	Iteration 44Q: 3 clusters Score -2.176994e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -21769938.000000 Penalty: 5951.220215
	Iteration 45Q: 3 clusters Score -2.176994e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -21769930.000000 Penalty: 5951.220215
	Iteration 46Q: 3 clusters Score -2.176993e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -21769960.000000 Penalty: 5951.220215
	Iteration 47Q: 3 clusters Score -2.176996e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156790 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -21769900.000000 Penalty: 5951.220215
	Iteration 48Q: 3 clusters Score -2.17699e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -21769876.000000 Penalty: 5951.220215
	Iteration 49Q: 3 clusters Score -2.176988e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -21769868.000000 Penalty: 5951.220215
	Iteration 50Q: 3 clusters Score -2.176987e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -21769834.000000 Penalty: 5951.220215
	Iteration 51Q: 3 clusters Score -2.176983e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -21769790.000000 Penalty: 5951.220215
	Iteration 52Q: 3 clusters Score -2.176979e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -21769798.000000 Penalty: 5951.220215
	Iteration 53Q: 3 clusters Score -2.17698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -21769776.000000 Penalty: 5951.220215
	Iteration 54Q: 3 clusters Score -2.176978e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -21769766.000000 Penalty: 5951.220215
	Iteration 55Q: 3 clusters Score -2.176977e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -21769740.000000 Penalty: 5951.220215
	Iteration 56Q: 3 clusters Score -2.176974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21769726.000000 Penalty: 5951.220215
	Iteration 57Q: 3 clusters Score -2.176973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -21769748.000000 Penalty: 5951.220215
	Iteration 58Q: 3 clusters Score -2.176975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157584 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -21769728.000000 Penalty: 5951.220215
	Iteration 59Q: 3 clusters Score -2.176973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157613 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -21769714.000000 Penalty: 5951.220215
	Iteration 60F: 3 clusters Score -2.176971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -21769732.000000 Penalty: 5951.220215
	Iteration 61Q: 3 clusters Score -2.176973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157674 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -21769694.000000 Penalty: 5951.220215
	Iteration 62Q: 3 clusters Score -2.176969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -21769686.000000 Penalty: 5951.220215
	Iteration 63Q: 3 clusters Score -2.176969e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -21769712.000000 Penalty: 5951.220215
	Iteration 64Q: 3 clusters Score -2.176971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -21769714.000000 Penalty: 5951.220215
	Iteration 65Q: 3 clusters Score -2.176971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -21769712.000000 Penalty: 5951.220215
	Iteration 66Q: 3 clusters Score -2.176971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21769710.000000 Penalty: 5951.220215
	Iteration 67Q: 3 clusters Score -2.176971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -21769686.000000 Penalty: 5951.220215
	Iteration 68Q: 3 clusters Score -2.176969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -21769706.000000 Penalty: 5951.220215
	Iteration 69Q: 3 clusters Score -2.176971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157896 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -21769692.000000 Penalty: 5951.220215
	Iteration 70Q: 3 clusters Score -2.176969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -21769660.000000 Penalty: 5951.220215
	Iteration 71Q: 3 clusters Score -2.176966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -21769666.000000 Penalty: 5951.220215
	Iteration 72Q: 3 clusters Score -2.176967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21769644.000000 Penalty: 5951.220215
	Iteration 73Q: 3 clusters Score -2.176964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -21769668.000000 Penalty: 5951.220215
	Iteration 74Q: 3 clusters Score -2.176967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -21769666.000000 Penalty: 5951.220215
	Iteration 75Q: 3 clusters Score -2.176967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21769676.000000 Penalty: 5951.220215
	Iteration 76Q: 3 clusters Score -2.176968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -21769670.000000 Penalty: 5951.220215
	Iteration 77Q: 3 clusters Score -2.176967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -21769666.000000 Penalty: 5951.220215
	Iteration 78Q: 3 clusters Score -2.176967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -21769680.000000 Penalty: 5951.220215
	Iteration 79Q: 3 clusters Score -2.176968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -21769672.000000 Penalty: 5951.220215
	Iteration 80F: 3 clusters Score -2.176967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -21769666.000000 Penalty: 5951.220215
	Iteration 81Q: 3 clusters Score -2.176967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -21769674.000000 Penalty: 5951.220215
	Iteration 82Q: 3 clusters Score -2.176967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158063 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -21769664.000000 Penalty: 5951.220215
	Iteration 83Q: 3 clusters Score -2.176966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -21769664.000000 Penalty: 5951.220215
	Iteration 84Q: 3 clusters Score -2.176966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -21769658.000000 Penalty: 5951.220215
	Iteration 85Q: 3 clusters Score -2.176966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -21769666.000000 Penalty: 5951.220215
	Iteration 86Q: 3 clusters Score -2.176967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21769672.000000 Penalty: 5951.220215
	Iteration 87Q: 3 clusters Score -2.176967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158078 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -21769660.000000 Penalty: 5951.220215
	Iteration 88Q: 3 clusters Score -2.176966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -21769660.000000 Penalty: 5951.220215
	Iteration 89Q: 3 clusters Score -2.176966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -21769656.000000 Penalty: 5951.220215
	Iteration 90Q: 3 clusters Score -2.176966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -21769656.000000 Penalty: 5951.220215
	Iteration 91Q: 3 clusters Score -2.176966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -21769664.000000 Penalty: 5951.220215
	Iteration 92Q: 3 clusters Score -2.176966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -21769664.000000 Penalty: 5951.220215
	Iteration 93F: 3 clusters Score -2.176966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Entering Unmasked Estep 
Score: -12373664.000000 Penalty: 2832.230225
	Iteration 0F: 2 clusters Score -1.237366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -12312713.000000 Penalty: 5664.460449
	Iteration 0F: 3 clusters Score -1.231271e+07 nChanged 43056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -12337115.000000 Penalty: 5664.460449
	Iteration 1F: 3 clusters Score -1.233712e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -12337890.000000 Penalty: 5664.460449
	Iteration 2Q: 3 clusters Score -1.233789e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -12338667.000000 Penalty: 5664.460449
	Iteration 3Q: 3 clusters Score -1.233867e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -12339709.000000 Penalty: 5664.460449
	Iteration 4Q: 3 clusters Score -1.233971e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -12341339.000000 Penalty: 5664.460449
	Iteration 5Q: 3 clusters Score -1.234134e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -12343654.000000 Penalty: 5664.460449
	Iteration 6F: 3 clusters Score -1.234365e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -12347152.000000 Penalty: 5664.460449
	Iteration 7F: 3 clusters Score -1.234715e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -12351992.000000 Penalty: 5664.460449
	Iteration 8F: 3 clusters Score -1.235199e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -12356983.000000 Penalty: 5664.460449
	Iteration 9F: 3 clusters Score -1.235698e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -12361042.000000 Penalty: 5664.460449
	Iteration 10F: 3 clusters Score -1.236104e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -12363404.000000 Penalty: 5664.460449
	Iteration 11Q: 3 clusters Score -1.23634e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -12364496.000000 Penalty: 5664.460449
	Iteration 12Q: 3 clusters Score -1.23645e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -12365222.000000 Penalty: 5664.460449
	Iteration 13Q: 3 clusters Score -1.236522e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -12365737.000000 Penalty: 5664.460449
	Iteration 14Q: 3 clusters Score -1.236574e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -12366228.000000 Penalty: 5664.460449
	Iteration 15Q: 3 clusters Score -1.236623e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -12366675.000000 Penalty: 5664.460449
	Iteration 16Q: 3 clusters Score -1.236668e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -12367149.000000 Penalty: 5664.460449
	Iteration 17Q: 3 clusters Score -1.236715e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -12367590.000000 Penalty: 5664.460449
	Iteration 18Q: 3 clusters Score -1.236759e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -12367882.000000 Penalty: 5664.460449
	Iteration 19Q: 3 clusters Score -1.236788e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -12368220.000000 Penalty: 5664.460449
	Iteration 20F: 3 clusters Score -1.236822e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -12368504.000000 Penalty: 5664.460449
	Iteration 21Q: 3 clusters Score -1.23685e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -12368870.000000 Penalty: 5664.460449
	Iteration 22Q: 3 clusters Score -1.236887e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -12369135.000000 Penalty: 5664.460449
	Iteration 23Q: 3 clusters Score -1.236914e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -12369406.000000 Penalty: 5664.460449
	Iteration 24Q: 3 clusters Score -1.236941e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -12369608.000000 Penalty: 5664.460449
	Iteration 25Q: 3 clusters Score -1.236961e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -12369855.000000 Penalty: 5664.460449
	Iteration 26Q: 3 clusters Score -1.236986e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -12370065.000000 Penalty: 5664.460449
	Iteration 27Q: 3 clusters Score -1.237006e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -12370248.000000 Penalty: 5664.460449
	Iteration 28Q: 3 clusters Score -1.237025e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -12370382.000000 Penalty: 5664.460449
	Iteration 29Q: 3 clusters Score -1.237038e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12370462.000000 Penalty: 5664.460449
	Iteration 30Q: 3 clusters Score -1.237046e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -12370552.000000 Penalty: 5664.460449
	Iteration 31Q: 3 clusters Score -1.237055e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -12370642.000000 Penalty: 5664.460449
	Iteration 32Q: 3 clusters Score -1.237064e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -12370713.000000 Penalty: 5664.460449
	Iteration 33Q: 3 clusters Score -1.237071e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12370800.000000 Penalty: 5664.460449
	Iteration 34Q: 3 clusters Score -1.23708e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -12370836.000000 Penalty: 5664.460449
	Iteration 35Q: 3 clusters Score -1.237084e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12370876.000000 Penalty: 5664.460449
	Iteration 36Q: 3 clusters Score -1.237088e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -12370917.000000 Penalty: 5664.460449
	Iteration 37Q: 3 clusters Score -1.237092e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12370959.000000 Penalty: 5664.460449
	Iteration 38Q: 3 clusters Score -1.237096e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12370980.000000 Penalty: 5664.460449
	Iteration 39Q: 3 clusters Score -1.237098e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12371025.000000 Penalty: 5664.460449
	Iteration 40F: 3 clusters Score -1.237102e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12371023.000000 Penalty: 5664.460449
	Iteration 41Q: 3 clusters Score -1.237102e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12371093.000000 Penalty: 5664.460449
	Iteration 42Q: 3 clusters Score -1.237109e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12371107.000000 Penalty: 5664.460449
	Iteration 43Q: 3 clusters Score -1.237111e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12371105.000000 Penalty: 5664.460449
	Iteration 44Q: 3 clusters Score -1.23711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -12371112.000000 Penalty: 5664.460449
	Iteration 45Q: 3 clusters Score -1.237111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12371146.000000 Penalty: 5664.460449
	Iteration 46Q: 3 clusters Score -1.237115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12371172.000000 Penalty: 5664.460449
	Iteration 47Q: 3 clusters Score -1.237117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -12371172.000000 Penalty: 5664.460449
	Iteration 48Q: 3 clusters Score -1.237117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12371194.000000 Penalty: 5664.460449
	Iteration 49Q: 3 clusters Score -1.237119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12371205.000000 Penalty: 5664.460449
	Iteration 50Q: 3 clusters Score -1.23712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12371206.000000 Penalty: 5664.460449
	Iteration 51Q: 3 clusters Score -1.237121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12371209.000000 Penalty: 5664.460449
	Iteration 52Q: 3 clusters Score -1.237121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12371218.000000 Penalty: 5664.460449
	Iteration 53Q: 3 clusters Score -1.237122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12371214.000000 Penalty: 5664.460449
	Iteration 54Q: 3 clusters Score -1.237121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12371226.000000 Penalty: 5664.460449
	Iteration 55Q: 3 clusters Score -1.237123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12371220.000000 Penalty: 5664.460449
	Iteration 56Q: 3 clusters Score -1.237122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12371220.000000 Penalty: 5664.460449
	Iteration 57Q: 3 clusters Score -1.237122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12371221.000000 Penalty: 5664.460449
	Iteration 58Q: 3 clusters Score -1.237122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12371232.000000 Penalty: 5664.460449
	Iteration 59Q: 3 clusters Score -1.237123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12371240.000000 Penalty: 5664.460449
	Iteration 60F: 3 clusters Score -1.237124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12371236.000000 Penalty: 5664.460449
	Iteration 61Q: 3 clusters Score -1.237124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12371235.000000 Penalty: 5664.460449
	Iteration 62Q: 3 clusters Score -1.237124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12371255.000000 Penalty: 5664.460449
	Iteration 63Q: 3 clusters Score -1.237126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12371261.000000 Penalty: 5664.460449
	Iteration 64Q: 3 clusters Score -1.237126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12371279.000000 Penalty: 5664.460449
	Iteration 65Q: 3 clusters Score -1.237128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12371280.000000 Penalty: 5664.460449
	Iteration 66Q: 3 clusters Score -1.237128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12371289.000000 Penalty: 5664.460449
	Iteration 67Q: 3 clusters Score -1.237129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12371308.000000 Penalty: 5664.460449
	Iteration 68Q: 3 clusters Score -1.237131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12371305.000000 Penalty: 5664.460449
	Iteration 69Q: 3 clusters Score -1.23713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12371305.000000 Penalty: 5664.460449
	Iteration 70Q: 3 clusters Score -1.23713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12371316.000000 Penalty: 5664.460449
	Iteration 71Q: 3 clusters Score -1.237132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12371323.000000 Penalty: 5664.460449
	Iteration 72Q: 3 clusters Score -1.237132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12371314.000000 Penalty: 5664.460449
	Iteration 73Q: 3 clusters Score -1.237131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12371339.000000 Penalty: 5664.460449
	Iteration 74Q: 3 clusters Score -1.237134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12371343.000000 Penalty: 5664.460449
	Iteration 75Q: 3 clusters Score -1.237134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12371360.000000 Penalty: 5664.460449
	Iteration 76Q: 3 clusters Score -1.237136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12371363.000000 Penalty: 5664.460449
	Iteration 77Q: 3 clusters Score -1.237136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12371345.000000 Penalty: 5664.460449
	Iteration 78Q: 3 clusters Score -1.237134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12371355.000000 Penalty: 5664.460449
	Iteration 79Q: 3 clusters Score -1.237136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12371355.000000 Penalty: 5664.460449
	Iteration 80F: 3 clusters Score -1.237136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12371351.000000 Penalty: 5664.460449
	Iteration 81Q: 3 clusters Score -1.237135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12371348.000000 Penalty: 5664.460449
	Iteration 82Q: 3 clusters Score -1.237135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12371348.000000 Penalty: 5664.460449
	Iteration 83F: 3 clusters Score -1.237135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Entering Unmasked Estep 
Score: -10719507.000000 Penalty: 2796.212158
	Iteration 0F: 2 clusters Score -1.071951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -10666721.000000 Penalty: 5592.424316
	Iteration 0F: 3 clusters Score -1.066672e+07 nChanged 37183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -10687291.000000 Penalty: 5592.424316
	Iteration 1F: 3 clusters Score -1.068729e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -10687928.000000 Penalty: 5592.424316
	Iteration 2Q: 3 clusters Score -1.068793e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10688595.000000 Penalty: 5592.424316
	Iteration 3Q: 3 clusters Score -1.06886e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10689402.000000 Penalty: 5592.424316
	Iteration 4Q: 3 clusters Score -1.06894e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -10690485.000000 Penalty: 5592.424316
	Iteration 5Q: 3 clusters Score -1.069048e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -10691996.000000 Penalty: 5592.424316
	Iteration 6Q: 3 clusters Score -1.0692e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -10694110.000000 Penalty: 5592.424316
	Iteration 7Q: 3 clusters Score -1.069411e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -10697165.000000 Penalty: 5592.424316
	Iteration 8F: 3 clusters Score -1.069716e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -10700945.000000 Penalty: 5592.424316
	Iteration 9F: 3 clusters Score -1.070094e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -10704978.000000 Penalty: 5592.424316
	Iteration 10F: 3 clusters Score -1.070498e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -10708460.000000 Penalty: 5592.424316
	Iteration 11F: 3 clusters Score -1.070846e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -10711123.000000 Penalty: 5592.424316
	Iteration 12Q: 3 clusters Score -1.071112e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10713077.000000 Penalty: 5592.424316
	Iteration 13Q: 3 clusters Score -1.071308e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -10714390.000000 Penalty: 5592.424316
	Iteration 14Q: 3 clusters Score -1.071439e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -10715286.000000 Penalty: 5592.424316
	Iteration 15Q: 3 clusters Score -1.071529e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -10715861.000000 Penalty: 5592.424316
	Iteration 16Q: 3 clusters Score -1.071586e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -10716259.000000 Penalty: 5592.424316
	Iteration 17Q: 3 clusters Score -1.071626e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -10716552.000000 Penalty: 5592.424316
	Iteration 18Q: 3 clusters Score -1.071655e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -10716707.000000 Penalty: 5592.424316
	Iteration 19Q: 3 clusters Score -1.071671e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -10716854.000000 Penalty: 5592.424316
	Iteration 20F: 3 clusters Score -1.071685e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -10716958.000000 Penalty: 5592.424316
	Iteration 21Q: 3 clusters Score -1.071696e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -10717026.000000 Penalty: 5592.424316
	Iteration 22Q: 3 clusters Score -1.071703e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -10717068.000000 Penalty: 5592.424316
	Iteration 23Q: 3 clusters Score -1.071707e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -10717108.000000 Penalty: 5592.424316
	Iteration 24Q: 3 clusters Score -1.071711e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10717129.000000 Penalty: 5592.424316
	Iteration 25Q: 3 clusters Score -1.071713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -10717155.000000 Penalty: 5592.424316
	Iteration 26Q: 3 clusters Score -1.071716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10717163.000000 Penalty: 5592.424316
	Iteration 27Q: 3 clusters Score -1.071716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -10717179.000000 Penalty: 5592.424316
	Iteration 28Q: 3 clusters Score -1.071718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -10717187.000000 Penalty: 5592.424316
	Iteration 29Q: 3 clusters Score -1.071719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -10717200.000000 Penalty: 5592.424316
	Iteration 30Q: 3 clusters Score -1.07172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -10717205.000000 Penalty: 5592.424316
	Iteration 31Q: 3 clusters Score -1.07172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -10717205.000000 Penalty: 5592.424316
	Iteration 32Q: 3 clusters Score -1.07172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -10717209.000000 Penalty: 5592.424316
	Iteration 33Q: 3 clusters Score -1.071721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -10717208.000000 Penalty: 5592.424316
	Iteration 34Q: 3 clusters Score -1.071721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -10717220.000000 Penalty: 5592.424316
	Iteration 35Q: 3 clusters Score -1.071722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10717217.000000 Penalty: 5592.424316
	Iteration 36Q: 3 clusters Score -1.071722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -10717228.000000 Penalty: 5592.424316
	Iteration 37Q: 3 clusters Score -1.071723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -10717233.000000 Penalty: 5592.424316
	Iteration 38Q: 3 clusters Score -1.071723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10717238.000000 Penalty: 5592.424316
	Iteration 39Q: 3 clusters Score -1.071724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -10717241.000000 Penalty: 5592.424316
	Iteration 40F: 3 clusters Score -1.071724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -10717236.000000 Penalty: 5592.424316
	Iteration 41Q: 3 clusters Score -1.071724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -10717231.000000 Penalty: 5592.424316
	Iteration 42Q: 3 clusters Score -1.071723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10717242.000000 Penalty: 5592.424316
	Iteration 43Q: 3 clusters Score -1.071724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -10717247.000000 Penalty: 5592.424316
	Iteration 44Q: 3 clusters Score -1.071725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -10717247.000000 Penalty: 5592.424316
	Iteration 45F: 3 clusters Score -1.071725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37322.437500 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37322.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37532.316406 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37532.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37631.191406 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37631.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37764.429688 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -37764.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37862.000000 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37926.195312 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37979.218750 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37979.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38018.214844 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38018.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38034.898438 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38038.246094 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38038.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38038.246094 Penalty: 2911.171387
	Iteration 10F: 3 clusters Score -38038.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Entering Unmasked Estep 
Score: -2649148.750000 Penalty: 2466.589111
	Iteration 0F: 2 clusters Score -2649149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2634538.750000 Penalty: 4933.178223
	Iteration 0F: 3 clusters Score -2634539 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2639523.750000 Penalty: 4933.178223
	Iteration 1F: 3 clusters Score -2639524 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2640161.000000 Penalty: 4933.178223
	Iteration 2F: 3 clusters Score -2640161 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2640685.500000 Penalty: 4933.178223
	Iteration 3F: 3 clusters Score -2640686 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2641123.750000 Penalty: 4933.178223
	Iteration 4F: 3 clusters Score -2641124 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2641489.000000 Penalty: 4933.178223
	Iteration 5Q: 3 clusters Score -2641489 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2641808.250000 Penalty: 4933.178223
	Iteration 6Q: 3 clusters Score -2641808 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2642097.000000 Penalty: 4933.178223
	Iteration 7Q: 3 clusters Score -2642097 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2642384.000000 Penalty: 4933.178223
	Iteration 8Q: 3 clusters Score -2642384 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2642660.500000 Penalty: 4933.178223
	Iteration 9Q: 3 clusters Score -2642660 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2642999.000000 Penalty: 4933.178223
	Iteration 10Q: 3 clusters Score -2642999 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2643379.250000 Penalty: 4933.178223
	Iteration 11Q: 3 clusters Score -2643379 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2643737.750000 Penalty: 4933.178223
	Iteration 12Q: 3 clusters Score -2643738 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2644139.500000 Penalty: 4933.178223
	Iteration 13Q: 3 clusters Score -2644140 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2644547.500000 Penalty: 4933.178223
	Iteration 14Q: 3 clusters Score -2644548 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2644911.250000 Penalty: 4933.178223
	Iteration 15Q: 3 clusters Score -2644911 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2645210.250000 Penalty: 4933.178223
	Iteration 16Q: 3 clusters Score -2645210 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2645453.000000 Penalty: 4933.178223
	Iteration 17Q: 3 clusters Score -2645453 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2645656.500000 Penalty: 4933.178223
	Iteration 18Q: 3 clusters Score -2645656 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2645820.000000 Penalty: 4933.178223
	Iteration 19Q: 3 clusters Score -2645820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2646035.000000 Penalty: 4933.178223
	Iteration 20F: 3 clusters Score -2646035 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2646283.500000 Penalty: 4933.178223
	Iteration 21Q: 3 clusters Score -2646284 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2646560.250000 Penalty: 4933.178223
	Iteration 22Q: 3 clusters Score -2646560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2646857.000000 Penalty: 4933.178223
	Iteration 23Q: 3 clusters Score -2646857 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2647198.500000 Penalty: 4933.178223
	Iteration 24Q: 3 clusters Score -2647198 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2647525.750000 Penalty: 4933.178223
	Iteration 25Q: 3 clusters Score -2647526 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2647858.000000 Penalty: 4933.178223
	Iteration 26Q: 3 clusters Score -2647858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2648166.250000 Penalty: 4933.178223
	Iteration 27Q: 3 clusters Score -2648166 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2648425.500000 Penalty: 4933.178223
	Iteration 28Q: 3 clusters Score -2648426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2648631.000000 Penalty: 4933.178223
	Iteration 29Q: 3 clusters Score -2648631 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2648820.500000 Penalty: 4933.178223
	Iteration 30Q: 3 clusters Score -2648820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2648967.000000 Penalty: 4933.178223
	Iteration 31Q: 3 clusters Score -2648967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2649090.250000 Penalty: 4933.178223
	Iteration 32Q: 3 clusters Score -2649090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2649183.250000 Penalty: 4933.178223
	Iteration 33Q: 3 clusters Score -2649183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2649214.750000 Penalty: 4933.178223
	Iteration 34Q: 3 clusters Score -2649215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2649223.250000 Penalty: 4933.178223
	Iteration 35Q: 3 clusters Score -2649223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2649224.000000 Penalty: 4933.178223
	Iteration 36Q: 3 clusters Score -2649224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2649228.500000 Penalty: 4933.178223
	Iteration 37Q: 3 clusters Score -2649228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2649257.500000 Penalty: 4933.178223
	Iteration 38F: 3 clusters Score -2649258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2649266.000000 Penalty: 4933.178223
	Iteration 39Q: 3 clusters Score -2649266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2649270.250000 Penalty: 4933.178223
	Iteration 40F: 3 clusters Score -2649270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2649271.250000 Penalty: 4933.178223
	Iteration 41Q: 3 clusters Score -2649271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2649273.500000 Penalty: 4933.178223
	Iteration 42Q: 3 clusters Score -2649274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2649278.000000 Penalty: 4933.178223
	Iteration 43Q: 3 clusters Score -2649278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2649278.000000 Penalty: 4933.178223
	Iteration 44F: 3 clusters Score -2649278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186319 members 
Mstep: Class 5 contains 149630 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 63241 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146328 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116161 members 
Mstep: Class 14 contains 20121 members 
Mstep: Class 15 contains 162499 members 
Mstep: Class 16 contains 91152 members 
Mstep: Class 17 contains 78830 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 150308 members 
Mstep: Class 21 contains 125026 members 
Mstep: Class 22 contains 4439 members 
Entering Unmasked Estep 
Score: -180354480.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180354960.000000 to -180354480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (150308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Entering Unmasked Estep 
Score: -20142560.000000 Penalty: 2956.269531
	Iteration 0F: 2 clusters Score -2.014256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -20043452.000000 Penalty: 5912.539062
	Iteration 0F: 3 clusters Score -2.004345e+07 nChanged 71929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -20085252.000000 Penalty: 5912.539062
	Iteration 1F: 3 clusters Score -2.008525e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -20086458.000000 Penalty: 5912.539062
	Iteration 2Q: 3 clusters Score -2.008646e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -20088500.000000 Penalty: 5912.539062
	Iteration 3Q: 3 clusters Score -2.00885e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -20091652.000000 Penalty: 5912.539062
	Iteration 4Q: 3 clusters Score -2.009165e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -20095854.000000 Penalty: 5912.539062
	Iteration 5Q: 3 clusters Score -2.009585e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -20101260.000000 Penalty: 5912.539062
	Iteration 6F: 3 clusters Score -2.010126e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -20107480.000000 Penalty: 5912.539062
	Iteration 7F: 3 clusters Score -2.010748e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -20113030.000000 Penalty: 5912.539062
	Iteration 8F: 3 clusters Score -2.011303e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -20117374.000000 Penalty: 5912.539062
	Iteration 9F: 3 clusters Score -2.011737e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -20120564.000000 Penalty: 5912.539062
	Iteration 10Q: 3 clusters Score -2.012056e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -20122350.000000 Penalty: 5912.539062
	Iteration 11Q: 3 clusters Score -2.012235e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -20123646.000000 Penalty: 5912.539062
	Iteration 12Q: 3 clusters Score -2.012365e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -20124278.000000 Penalty: 5912.539062
	Iteration 13Q: 3 clusters Score -2.012428e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -20124734.000000 Penalty: 5912.539062
	Iteration 14Q: 3 clusters Score -2.012473e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -20125134.000000 Penalty: 5912.539062
	Iteration 15Q: 3 clusters Score -2.012513e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -20125634.000000 Penalty: 5912.539062
	Iteration 16Q: 3 clusters Score -2.012563e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -20126082.000000 Penalty: 5912.539062
	Iteration 17Q: 3 clusters Score -2.012608e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -20126436.000000 Penalty: 5912.539062
	Iteration 18Q: 3 clusters Score -2.012644e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -20126864.000000 Penalty: 5912.539062
	Iteration 19Q: 3 clusters Score -2.012686e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -20127470.000000 Penalty: 5912.539062
	Iteration 20F: 3 clusters Score -2.012747e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -20128168.000000 Penalty: 5912.539062
	Iteration 21Q: 3 clusters Score -2.012817e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -20128980.000000 Penalty: 5912.539062
	Iteration 22Q: 3 clusters Score -2.012898e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -20129742.000000 Penalty: 5912.539062
	Iteration 23Q: 3 clusters Score -2.012974e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -20130622.000000 Penalty: 5912.539062
	Iteration 24Q: 3 clusters Score -2.013062e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -20131624.000000 Penalty: 5912.539062
	Iteration 25Q: 3 clusters Score -2.013162e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -20132480.000000 Penalty: 5912.539062
	Iteration 26Q: 3 clusters Score -2.013248e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132520 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -20133664.000000 Penalty: 5912.539062
	Iteration 27Q: 3 clusters Score -2.013366e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -20134762.000000 Penalty: 5912.539062
	Iteration 28Q: 3 clusters Score -2.013476e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137595 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -20135902.000000 Penalty: 5912.539062
	Iteration 29Q: 3 clusters Score -2.01359e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -20136724.000000 Penalty: 5912.539062
	Iteration 30Q: 3 clusters Score -2.013672e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -20137486.000000 Penalty: 5912.539062
	Iteration 31Q: 3 clusters Score -2.013749e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -20138044.000000 Penalty: 5912.539062
	Iteration 32Q: 3 clusters Score -2.013804e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -20138494.000000 Penalty: 5912.539062
	Iteration 33Q: 3 clusters Score -2.013849e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -20138976.000000 Penalty: 5912.539062
	Iteration 34Q: 3 clusters Score -2.013898e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146373 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -20139274.000000 Penalty: 5912.539062
	Iteration 35Q: 3 clusters Score -2.013927e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146955 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20139534.000000 Penalty: 5912.539062
	Iteration 36Q: 3 clusters Score -2.013953e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20139732.000000 Penalty: 5912.539062
	Iteration 37Q: 3 clusters Score -2.013973e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20139774.000000 Penalty: 5912.539062
	Iteration 38Q: 3 clusters Score -2.013977e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20139834.000000 Penalty: 5912.539062
	Iteration 39Q: 3 clusters Score -2.013983e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148200 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20139866.000000 Penalty: 5912.539062
	Iteration 40F: 3 clusters Score -2.013987e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20139952.000000 Penalty: 5912.539062
	Iteration 41Q: 3 clusters Score -2.013995e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148519 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20140006.000000 Penalty: 5912.539062
	Iteration 42Q: 3 clusters Score -2.014001e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20140078.000000 Penalty: 5912.539062
	Iteration 43Q: 3 clusters Score -2.014008e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -20140096.000000 Penalty: 5912.539062
	Iteration 44Q: 3 clusters Score -2.01401e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20140098.000000 Penalty: 5912.539062
	Iteration 45Q: 3 clusters Score -2.01401e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20140122.000000 Penalty: 5912.539062
	Iteration 46Q: 3 clusters Score -2.014012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148900 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20140172.000000 Penalty: 5912.539062
	Iteration 47Q: 3 clusters Score -2.014017e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20140184.000000 Penalty: 5912.539062
	Iteration 48Q: 3 clusters Score -2.014018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20140178.000000 Penalty: 5912.539062
	Iteration 49Q: 3 clusters Score -2.014018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20140188.000000 Penalty: 5912.539062
	Iteration 50Q: 3 clusters Score -2.014019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20140224.000000 Penalty: 5912.539062
	Iteration 51Q: 3 clusters Score -2.014022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149073 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20140226.000000 Penalty: 5912.539062
	Iteration 52Q: 3 clusters Score -2.014023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149092 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20140254.000000 Penalty: 5912.539062
	Iteration 53Q: 3 clusters Score -2.014025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149102 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20140266.000000 Penalty: 5912.539062
	Iteration 54Q: 3 clusters Score -2.014027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20140258.000000 Penalty: 5912.539062
	Iteration 55Q: 3 clusters Score -2.014026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149117 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20140252.000000 Penalty: 5912.539062
	Iteration 56Q: 3 clusters Score -2.014025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -20140270.000000 Penalty: 5912.539062
	Iteration 57Q: 3 clusters Score -2.014027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20140272.000000 Penalty: 5912.539062
	Iteration 58Q: 3 clusters Score -2.014027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149131 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20140254.000000 Penalty: 5912.539062
	Iteration 59Q: 3 clusters Score -2.014025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149132 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20140260.000000 Penalty: 5912.539062
	Iteration 60F: 3 clusters Score -2.014026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -20140262.000000 Penalty: 5912.539062
	Iteration 61Q: 3 clusters Score -2.014026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20140254.000000 Penalty: 5912.539062
	Iteration 62Q: 3 clusters Score -2.014025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20140254.000000 Penalty: 5912.539062
	Iteration 63Q: 3 clusters Score -2.014025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20140266.000000 Penalty: 5912.539062
	Iteration 64Q: 3 clusters Score -2.014027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149147 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20140258.000000 Penalty: 5912.539062
	Iteration 65Q: 3 clusters Score -2.014026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20140254.000000 Penalty: 5912.539062
	Iteration 66Q: 3 clusters Score -2.014025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20140268.000000 Penalty: 5912.539062
	Iteration 67Q: 3 clusters Score -2.014027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20140290.000000 Penalty: 5912.539062
	Iteration 68Q: 3 clusters Score -2.014029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20140282.000000 Penalty: 5912.539062
	Iteration 69Q: 3 clusters Score -2.014028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20140284.000000 Penalty: 5912.539062
	Iteration 70Q: 3 clusters Score -2.014028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20140286.000000 Penalty: 5912.539062
	Iteration 71Q: 3 clusters Score -2.014029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20140286.000000 Penalty: 5912.539062
	Iteration 72Q: 3 clusters Score -2.014029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149184 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20140294.000000 Penalty: 5912.539062
	Iteration 73Q: 3 clusters Score -2.014029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -20140292.000000 Penalty: 5912.539062
	Iteration 74Q: 3 clusters Score -2.014029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20140300.000000 Penalty: 5912.539062
	Iteration 75Q: 3 clusters Score -2.01403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20140304.000000 Penalty: 5912.539062
	Iteration 76Q: 3 clusters Score -2.01403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20140300.000000 Penalty: 5912.539062
	Iteration 77Q: 3 clusters Score -2.01403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20140312.000000 Penalty: 5912.539062
	Iteration 78Q: 3 clusters Score -2.014031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20140298.000000 Penalty: 5912.539062
	Iteration 79Q: 3 clusters Score -2.01403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20140316.000000 Penalty: 5912.539062
	Iteration 80F: 3 clusters Score -2.014032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149209 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20140316.000000 Penalty: 5912.539062
	Iteration 81Q: 3 clusters Score -2.014032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20140314.000000 Penalty: 5912.539062
	Iteration 82Q: 3 clusters Score -2.014031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20140316.000000 Penalty: 5912.539062
	Iteration 83Q: 3 clusters Score -2.014032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20140316.000000 Penalty: 5912.539062
	Iteration 84F: 3 clusters Score -2.014032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (125026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Entering Unmasked Estep 
Score: -16842658.000000 Penalty: 2910.596680
	Iteration 0F: 2 clusters Score -1.684266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -16758929.000000 Penalty: 5821.193359
	Iteration 0F: 3 clusters Score -1.675893e+07 nChanged 59307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -16792844.000000 Penalty: 5821.193359
	Iteration 1F: 3 clusters Score -1.679284e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -16793394.000000 Penalty: 5821.193359
	Iteration 2Q: 3 clusters Score -1.679339e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -16794104.000000 Penalty: 5821.193359
	Iteration 3Q: 3 clusters Score -1.67941e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -16794800.000000 Penalty: 5821.193359
	Iteration 4Q: 3 clusters Score -1.67948e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -16795726.000000 Penalty: 5821.193359
	Iteration 5Q: 3 clusters Score -1.679573e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -16796784.000000 Penalty: 5821.193359
	Iteration 6Q: 3 clusters Score -1.679678e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -16798236.000000 Penalty: 5821.193359
	Iteration 7Q: 3 clusters Score -1.679824e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -16800414.000000 Penalty: 5821.193359
	Iteration 8Q: 3 clusters Score -1.680041e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -16803514.000000 Penalty: 5821.193359
	Iteration 9Q: 3 clusters Score -1.680351e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -16807716.000000 Penalty: 5821.193359
	Iteration 10F: 3 clusters Score -1.680772e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -16813260.000000 Penalty: 5821.193359
	Iteration 11F: 3 clusters Score -1.681326e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -16819406.000000 Penalty: 5821.193359
	Iteration 12F: 3 clusters Score -1.681941e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -16825310.000000 Penalty: 5821.193359
	Iteration 13F: 3 clusters Score -1.682531e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 111023 members 
Entering Unmasked Estep 
Score: -16830126.000000 Penalty: 5821.193359
	Iteration 14F: 3 clusters Score -1.683013e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -16833958.000000 Penalty: 5821.193359
	Iteration 15Q: 3 clusters Score -1.683396e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -16836488.000000 Penalty: 5821.193359
	Iteration 16Q: 3 clusters Score -1.683649e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -16837974.000000 Penalty: 5821.193359
	Iteration 17Q: 3 clusters Score -1.683797e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 122634 members 
Entering Unmasked Estep 
Score: -16838862.000000 Penalty: 5821.193359
	Iteration 18Q: 3 clusters Score -1.683886e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -16839424.000000 Penalty: 5821.193359
	Iteration 19Q: 3 clusters Score -1.683942e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -16839684.000000 Penalty: 5821.193359
	Iteration 20F: 3 clusters Score -1.683968e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -16839854.000000 Penalty: 5821.193359
	Iteration 21Q: 3 clusters Score -1.683985e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -16839934.000000 Penalty: 5821.193359
	Iteration 22Q: 3 clusters Score -1.683993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -16840070.000000 Penalty: 5821.193359
	Iteration 23Q: 3 clusters Score -1.684007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -16840128.000000 Penalty: 5821.193359
	Iteration 24Q: 3 clusters Score -1.684013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -16840170.000000 Penalty: 5821.193359
	Iteration 25Q: 3 clusters Score -1.684017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -16840204.000000 Penalty: 5821.193359
	Iteration 26Q: 3 clusters Score -1.68402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -16840218.000000 Penalty: 5821.193359
	Iteration 27Q: 3 clusters Score -1.684022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -16840230.000000 Penalty: 5821.193359
	Iteration 28Q: 3 clusters Score -1.684023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -16840236.000000 Penalty: 5821.193359
	Iteration 29Q: 3 clusters Score -1.684024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -16840250.000000 Penalty: 5821.193359
	Iteration 30Q: 3 clusters Score -1.684025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -16840264.000000 Penalty: 5821.193359
	Iteration 31Q: 3 clusters Score -1.684026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -16840254.000000 Penalty: 5821.193359
	Iteration 32Q: 3 clusters Score -1.684025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -16840256.000000 Penalty: 5821.193359
	Iteration 33Q: 3 clusters Score -1.684026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 124494 members 
Entering Unmasked Estep 
Score: -16840270.000000 Penalty: 5821.193359
	Iteration 34Q: 3 clusters Score -1.684027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -16840272.000000 Penalty: 5821.193359
	Iteration 35Q: 3 clusters Score -1.684027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -16840274.000000 Penalty: 5821.193359
	Iteration 36Q: 3 clusters Score -1.684027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -16840282.000000 Penalty: 5821.193359
	Iteration 37Q: 3 clusters Score -1.684028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -16840282.000000 Penalty: 5821.193359
	Iteration 38Q: 3 clusters Score -1.684028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -16840276.000000 Penalty: 5821.193359
	Iteration 39Q: 3 clusters Score -1.684028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 124510 members 
Entering Unmasked Estep 
Score: -16840278.000000 Penalty: 5821.193359
	Iteration 40F: 3 clusters Score -1.684028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -16840286.000000 Penalty: 5821.193359
	Iteration 41Q: 3 clusters Score -1.684029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -16840282.000000 Penalty: 5821.193359
	Iteration 42Q: 3 clusters Score -1.684028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -16840278.000000 Penalty: 5821.193359
	Iteration 43Q: 3 clusters Score -1.684028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -16840280.000000 Penalty: 5821.193359
	Iteration 44Q: 3 clusters Score -1.684028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 124514 members 
Entering Unmasked Estep 
Score: -16840280.000000 Penalty: 5821.193359
	Iteration 45F: 3 clusters Score -1.684028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -555844.125000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -555844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -551621.875000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -551621.9 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -552580.062500 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -552580.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -552808.625000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -552808.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -552961.687500 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -552961.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -553066.062500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -553066.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -553138.500000 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -553138.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -553197.250000 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -553197.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -553244.437500 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -553244.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -553283.625000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -553283.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -553313.500000 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -553313.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -553342.937500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -553342.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -553368.000000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -553368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -553393.437500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -553393.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -553418.250000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -553418.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -553438.000000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -553438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -553457.937500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -553457.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -553485.125000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -553485.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -553512.562500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -553512.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -553532.812500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -553532.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -553553.625000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -553553.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -553569.250000 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -553569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -553579.812500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -553579.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -553592.750000 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -553592.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -553609.000000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -553609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -553625.750000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -553625.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -553638.625000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -553638.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -553650.625000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -553650.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -553660.187500 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -553660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -553670.937500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -553670.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -553680.687500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -553680.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -553687.812500 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -553687.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -553696.687500 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -553696.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -553706.812500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -553706.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -553715.000000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -553715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -553723.687500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -553723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -553727.125000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -553727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -553732.187500 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -553732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -553734.625000 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -553734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -553735.625000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -553735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -553737.937500 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -553737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -553740.812500 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -553740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -553740.437500 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -553740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -553741.937500 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -553741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -553743.375000 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -553743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -553744.000000 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -553744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -553745.187500 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -553745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -553744.875000 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -553744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -553746.125000 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -553746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -553747.687500 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -553747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -553748.062500 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -553748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -553749.562500 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -553749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -553751.750000 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -553751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -553753.937500 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -553753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -553759.125000 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -553759.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -553762.437500 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -553762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -553764.875000 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -553764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -553766.812500 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -553766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -553768.937500 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -553768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -553771.937500 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -553771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -553775.250000 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -553775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -553784.250000 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -553784.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -553794.625000 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -553794.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -553800.312500 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -553800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -553805.250000 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -553805.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -553809.562500 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -553809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -553813.625000 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -553813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -553817.937500 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -553817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -553823.500000 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -553823.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -553827.812500 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -553827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -553834.750000 Penalty: 4165.499512
	Iteration 69Q: 3 clusters Score -553834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -553845.125000 Penalty: 4165.499512
	Iteration 70Q: 3 clusters Score -553845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -553851.187500 Penalty: 4165.499512
	Iteration 71Q: 3 clusters Score -553851.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -553855.500000 Penalty: 4165.499512
	Iteration 72Q: 3 clusters Score -553855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -553858.375000 Penalty: 4165.499512
	Iteration 73Q: 3 clusters Score -553858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -553863.750000 Penalty: 4165.499512
	Iteration 74Q: 3 clusters Score -553863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -553870.250000 Penalty: 4165.499512
	Iteration 75Q: 3 clusters Score -553870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -553874.375000 Penalty: 4165.499512
	Iteration 76Q: 3 clusters Score -553874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -553883.687500 Penalty: 4165.499512
	Iteration 77Q: 3 clusters Score -553883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -553895.562500 Penalty: 4165.499512
	Iteration 78Q: 3 clusters Score -553895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -553905.375000 Penalty: 4165.499512
	Iteration 79Q: 3 clusters Score -553905.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -553916.562500 Penalty: 4165.499512
	Iteration 80F: 3 clusters Score -553916.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -553924.375000 Penalty: 4165.499512
	Iteration 81Q: 3 clusters Score -553924.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -553934.125000 Penalty: 4165.499512
	Iteration 82Q: 3 clusters Score -553934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -553937.562500 Penalty: 4165.499512
	Iteration 83Q: 3 clusters Score -553937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -553940.875000 Penalty: 4165.499512
	Iteration 84Q: 3 clusters Score -553940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -553945.875000 Penalty: 4165.499512
	Iteration 85Q: 3 clusters Score -553945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -553949.812500 Penalty: 4165.499512
	Iteration 86Q: 3 clusters Score -553949.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -553957.875000 Penalty: 4165.499512
	Iteration 87Q: 3 clusters Score -553957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -553963.437500 Penalty: 4165.499512
	Iteration 88Q: 3 clusters Score -553963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -553966.687500 Penalty: 4165.499512
	Iteration 89Q: 3 clusters Score -553966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -553967.750000 Penalty: 4165.499512
	Iteration 90Q: 3 clusters Score -553967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -553969.500000 Penalty: 4165.499512
	Iteration 91Q: 3 clusters Score -553969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -553973.500000 Penalty: 4165.499512
	Iteration 92Q: 3 clusters Score -553973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -553976.250000 Penalty: 4165.499512
	Iteration 93Q: 3 clusters Score -553976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -553976.375000 Penalty: 4165.499512
	Iteration 94Q: 3 clusters Score -553976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -553979.750000 Penalty: 4165.499512
	Iteration 95Q: 3 clusters Score -553979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -553982.875000 Penalty: 4165.499512
	Iteration 96Q: 3 clusters Score -553982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -553987.750000 Penalty: 4165.499512
	Iteration 97Q: 3 clusters Score -553987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -553994.750000 Penalty: 4165.499512
	Iteration 98Q: 3 clusters Score -553994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -554005.062500 Penalty: 4165.499512
	Iteration 99Q: 3 clusters Score -554005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -554011.750000 Penalty: 4165.499512
	Iteration 100F: 3 clusters Score -554011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -554015.250000 Penalty: 4165.499512
	Iteration 101Q: 3 clusters Score -554015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -554021.312500 Penalty: 4165.499512
	Iteration 102Q: 3 clusters Score -554021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -554025.750000 Penalty: 4165.499512
	Iteration 103Q: 3 clusters Score -554025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -554029.625000 Penalty: 4165.499512
	Iteration 104Q: 3 clusters Score -554029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -554035.625000 Penalty: 4165.499512
	Iteration 105Q: 3 clusters Score -554035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -554038.750000 Penalty: 4165.499512
	Iteration 106Q: 3 clusters Score -554038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -554043.875000 Penalty: 4165.499512
	Iteration 107Q: 3 clusters Score -554043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -554044.250000 Penalty: 4165.499512
	Iteration 108Q: 3 clusters Score -554044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -554045.625000 Penalty: 4165.499512
	Iteration 109Q: 3 clusters Score -554045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -554046.500000 Penalty: 4165.499512
	Iteration 110Q: 3 clusters Score -554046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -554048.250000 Penalty: 4165.499512
	Iteration 111Q: 3 clusters Score -554048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -554050.875000 Penalty: 4165.499512
	Iteration 112Q: 3 clusters Score -554050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -554053.937500 Penalty: 4165.499512
	Iteration 113Q: 3 clusters Score -554053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -554064.000000 Penalty: 4165.499512
	Iteration 114Q: 3 clusters Score -554064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -554070.750000 Penalty: 4165.499512
	Iteration 115Q: 3 clusters Score -554070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -554076.750000 Penalty: 4165.499512
	Iteration 116Q: 3 clusters Score -554076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -554084.062500 Penalty: 4165.499512
	Iteration 117Q: 3 clusters Score -554084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -554088.187500 Penalty: 4165.499512
	Iteration 118Q: 3 clusters Score -554088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -554095.312500 Penalty: 4165.499512
	Iteration 119Q: 3 clusters Score -554095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -554100.312500 Penalty: 4165.499512
	Iteration 120F: 3 clusters Score -554100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -554103.625000 Penalty: 4165.499512
	Iteration 121Q: 3 clusters Score -554103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -554107.937500 Penalty: 4165.499512
	Iteration 122Q: 3 clusters Score -554107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -554110.812500 Penalty: 4165.499512
	Iteration 123Q: 3 clusters Score -554110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -554112.687500 Penalty: 4165.499512
	Iteration 124Q: 3 clusters Score -554112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -554113.625000 Penalty: 4165.499512
	Iteration 125Q: 3 clusters Score -554113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -554116.000000 Penalty: 4165.499512
	Iteration 126Q: 3 clusters Score -554116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -554115.687500 Penalty: 4165.499512
	Iteration 127Q: 3 clusters Score -554115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -554116.687500 Penalty: 4165.499512
	Iteration 128Q: 3 clusters Score -554116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -554116.687500 Penalty: 4165.499512
	Iteration 129F: 3 clusters Score -554116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186319 members 
Mstep: Class 5 contains 149630 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 63241 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146328 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116161 members 
Mstep: Class 15 contains 162499 members 
Mstep: Class 16 contains 91152 members 
Mstep: Class 17 contains 78830 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 150308 members 
Mstep: Class 21 contains 125026 members 
Mstep: Class 22 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355488.000000 Penalty: 73593.648438
Iteration 279Q: 22 clusters Score -1.803555e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186304 members 
Mstep: Class 5 contains 149539 members 
Mstep: Class 6 contains 60052 members 
Mstep: Class 7 contains 63253 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 146282 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116161 members 
Mstep: Class 15 contains 162735 members 
Mstep: Class 16 contains 91152 members 
Mstep: Class 17 contains 78825 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 150347 members 
Mstep: Class 21 contains 124899 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355792.000000 Penalty: 73593.648438
Iteration 280F: 22 clusters Score -1.803558e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186293 members 
Mstep: Class 5 contains 149465 members 
Mstep: Class 6 contains 60046 members 
Mstep: Class 7 contains 63261 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146178 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116180 members 
Mstep: Class 15 contains 163016 members 
Mstep: Class 16 contains 91134 members 
Mstep: Class 17 contains 78825 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20867 members 
Mstep: Class 20 contains 150384 members 
Mstep: Class 21 contains 124748 members 
Mstep: Class 22 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355632.000000 Penalty: 73593.648438
Iteration 281Q: 22 clusters Score -1.803556e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186270 members 
Mstep: Class 5 contains 149365 members 
Mstep: Class 6 contains 60047 members 
Mstep: Class 7 contains 63281 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146107 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116185 members 
Mstep: Class 15 contains 163263 members 
Mstep: Class 16 contains 91124 members 
Mstep: Class 17 contains 78829 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 150460 members 
Mstep: Class 21 contains 124587 members 
Mstep: Class 22 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355680.000000 Penalty: 73593.648438
Iteration 282Q: 22 clusters Score -1.803557e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186268 members 
Mstep: Class 5 contains 149271 members 
Mstep: Class 6 contains 60043 members 
Mstep: Class 7 contains 63296 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146089 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116198 members 
Mstep: Class 15 contains 163469 members 
Mstep: Class 16 contains 91115 members 
Mstep: Class 17 contains 78839 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20871 members 
Mstep: Class 20 contains 150509 members 
Mstep: Class 21 contains 124410 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355968.000000 Penalty: 73593.648438
Iteration 283Q: 22 clusters Score -1.80356e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186269 members 
Mstep: Class 5 contains 149165 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63306 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146074 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116213 members 
Mstep: Class 15 contains 163647 members 
Mstep: Class 16 contains 91110 members 
Mstep: Class 17 contains 78850 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20870 members 
Mstep: Class 20 contains 150564 members 
Mstep: Class 21 contains 124266 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356304.000000 Penalty: 73593.648438
Iteration 284Q: 22 clusters Score -1.803563e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186286 members 
Mstep: Class 5 contains 149084 members 
Mstep: Class 6 contains 60034 members 
Mstep: Class 7 contains 63327 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146012 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116233 members 
Mstep: Class 15 contains 163810 members 
Mstep: Class 16 contains 91101 members 
Mstep: Class 17 contains 78849 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20873 members 
Mstep: Class 20 contains 150634 members 
Mstep: Class 21 contains 124120 members 
Mstep: Class 22 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356496.000000 Penalty: 73593.648438
Iteration 285Q: 22 clusters Score -1.803565e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186258 members 
Mstep: Class 5 contains 149020 members 
Mstep: Class 6 contains 60034 members 
Mstep: Class 7 contains 63337 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 146009 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 6166 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116232 members 
Mstep: Class 15 contains 163977 members 
Mstep: Class 16 contains 91076 members 
Mstep: Class 17 contains 78843 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20886 members 
Mstep: Class 20 contains 150714 members 
Mstep: Class 21 contains 123963 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356800.000000 Penalty: 73593.648438
Iteration 286Q: 22 clusters Score -1.803568e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186247 members 
Mstep: Class 5 contains 148998 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63360 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145943 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116229 members 
Mstep: Class 15 contains 164181 members 
Mstep: Class 16 contains 91041 members 
Mstep: Class 17 contains 78826 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20890 members 
Mstep: Class 20 contains 150775 members 
Mstep: Class 21 contains 123811 members 
Mstep: Class 22 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356800.000000 Penalty: 73593.648438
Iteration 287Q: 22 clusters Score -1.803568e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186221 members 
Mstep: Class 5 contains 148941 members 
Mstep: Class 6 contains 60040 members 
Mstep: Class 7 contains 63376 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145884 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116239 members 
Mstep: Class 15 contains 164359 members 
Mstep: Class 16 contains 91025 members 
Mstep: Class 17 contains 78815 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20892 members 
Mstep: Class 20 contains 150837 members 
Mstep: Class 21 contains 123696 members 
Mstep: Class 22 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356704.000000 Penalty: 73593.648438
Iteration 288Q: 22 clusters Score -1.803567e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186185 members 
Mstep: Class 5 contains 148884 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 63403 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145839 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116252 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 91007 members 
Mstep: Class 17 contains 78825 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20896 members 
Mstep: Class 20 contains 150886 members 
Mstep: Class 21 contains 123564 members 
Mstep: Class 22 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356848.000000 Penalty: 73593.648438
Iteration 289Q: 22 clusters Score -1.803568e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186174 members 
Mstep: Class 5 contains 148824 members 
Mstep: Class 6 contains 60061 members 
Mstep: Class 7 contains 63418 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145811 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116263 members 
Mstep: Class 15 contains 164692 members 
Mstep: Class 16 contains 90977 members 
Mstep: Class 17 contains 78829 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20891 members 
Mstep: Class 20 contains 150930 members 
Mstep: Class 21 contains 123431 members 
Mstep: Class 22 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356768.000000 Penalty: 73593.648438
Iteration 290Q: 22 clusters Score -1.803568e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186161 members 
Mstep: Class 5 contains 148765 members 
Mstep: Class 6 contains 60065 members 
Mstep: Class 7 contains 63435 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145767 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116267 members 
Mstep: Class 15 contains 164852 members 
Mstep: Class 16 contains 90972 members 
Mstep: Class 17 contains 78828 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20895 members 
Mstep: Class 20 contains 150987 members 
Mstep: Class 21 contains 123287 members 
Mstep: Class 22 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356736.000000 Penalty: 73593.648438
Iteration 291Q: 22 clusters Score -1.803567e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186153 members 
Mstep: Class 5 contains 148718 members 
Mstep: Class 6 contains 60067 members 
Mstep: Class 7 contains 63453 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145746 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116274 members 
Mstep: Class 15 contains 164975 members 
Mstep: Class 16 contains 90958 members 
Mstep: Class 17 contains 78834 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20899 members 
Mstep: Class 20 contains 151059 members 
Mstep: Class 21 contains 123129 members 
Mstep: Class 22 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356848.000000 Penalty: 73593.648438
Iteration 292Q: 22 clusters Score -1.803568e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186165 members 
Mstep: Class 5 contains 148696 members 
Mstep: Class 6 contains 60075 members 
Mstep: Class 7 contains 63473 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145666 members 
Mstep: Class 10 contains 3859 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116280 members 
Mstep: Class 15 contains 165121 members 
Mstep: Class 16 contains 90936 members 
Mstep: Class 17 contains 78832 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 151130 members 
Mstep: Class 21 contains 122976 members 
Mstep: Class 22 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357040.000000 Penalty: 73593.648438
Iteration 293Q: 22 clusters Score -1.80357e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186161 members 
Mstep: Class 5 contains 148651 members 
Mstep: Class 6 contains 60088 members 
Mstep: Class 7 contains 63497 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145575 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116301 members 
Mstep: Class 15 contains 165275 members 
Mstep: Class 16 contains 90936 members 
Mstep: Class 17 contains 78838 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20900 members 
Mstep: Class 20 contains 151174 members 
Mstep: Class 21 contains 122828 members 
Mstep: Class 22 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357216.000000 Penalty: 73593.648438
Iteration 294Q: 22 clusters Score -1.803572e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186157 members 
Mstep: Class 5 contains 148590 members 
Mstep: Class 6 contains 60094 members 
Mstep: Class 7 contains 63509 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145537 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116311 members 
Mstep: Class 15 contains 165417 members 
Mstep: Class 16 contains 90911 members 
Mstep: Class 17 contains 78846 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20906 members 
Mstep: Class 20 contains 151226 members 
Mstep: Class 21 contains 122693 members 
Mstep: Class 22 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357008.000000 Penalty: 73593.648438
Iteration 295Q: 22 clusters Score -1.80357e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186147 members 
Mstep: Class 5 contains 148561 members 
Mstep: Class 6 contains 60103 members 
Mstep: Class 7 contains 63508 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 145546 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116335 members 
Mstep: Class 15 contains 165509 members 
Mstep: Class 16 contains 90889 members 
Mstep: Class 17 contains 78846 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 151272 members 
Mstep: Class 21 contains 122553 members 
Mstep: Class 22 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357120.000000 Penalty: 73593.648438
Iteration 296Q: 22 clusters Score -1.803571e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186135 members 
Mstep: Class 5 contains 148514 members 
Mstep: Class 6 contains 60111 members 
Mstep: Class 7 contains 63526 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145542 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116354 members 
Mstep: Class 15 contains 165597 members 
Mstep: Class 16 contains 90883 members 
Mstep: Class 17 contains 78853 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20925 members 
Mstep: Class 20 contains 151303 members 
Mstep: Class 21 contains 122419 members 
Mstep: Class 22 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 297Q: 22 clusters Score -1.803572e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186123 members 
Mstep: Class 5 contains 148472 members 
Mstep: Class 6 contains 60120 members 
Mstep: Class 7 contains 63536 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145586 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116356 members 
Mstep: Class 15 contains 165686 members 
Mstep: Class 16 contains 90862 members 
Mstep: Class 17 contains 78856 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 151344 members 
Mstep: Class 21 contains 122277 members 
Mstep: Class 22 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357216.000000 Penalty: 73593.648438
Iteration 298Q: 22 clusters Score -1.803572e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186100 members 
Mstep: Class 5 contains 148427 members 
Mstep: Class 6 contains 60124 members 
Mstep: Class 7 contains 63556 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145573 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116357 members 
Mstep: Class 15 contains 165796 members 
Mstep: Class 16 contains 90833 members 
Mstep: Class 17 contains 78855 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 151384 members 
Mstep: Class 21 contains 122164 members 
Mstep: Class 22 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357072.000000 Penalty: 73593.648438
Iteration 299Q: 22 clusters Score -1.803571e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186089 members 
Mstep: Class 5 contains 148379 members 
Mstep: Class 6 contains 60131 members 
Mstep: Class 7 contains 63582 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145561 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116355 members 
Mstep: Class 15 contains 165883 members 
Mstep: Class 16 contains 90815 members 
Mstep: Class 17 contains 78873 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 151415 members 
Mstep: Class 21 contains 122056 members 
Mstep: Class 22 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356832.000000 Penalty: 73593.648438
Iteration 300F: 22 clusters Score -1.803568e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186060 members 
Mstep: Class 5 contains 148360 members 
Mstep: Class 6 contains 60132 members 
Mstep: Class 7 contains 63600 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145558 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116353 members 
Mstep: Class 15 contains 165971 members 
Mstep: Class 16 contains 90788 members 
Mstep: Class 17 contains 78901 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20955 members 
Mstep: Class 20 contains 151440 members 
Mstep: Class 21 contains 121949 members 
Mstep: Class 22 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356976.000000 Penalty: 73593.648438
Iteration 301Q: 22 clusters Score -1.80357e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186034 members 
Mstep: Class 5 contains 148290 members 
Mstep: Class 6 contains 60133 members 
Mstep: Class 7 contains 63613 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145554 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116351 members 
Mstep: Class 15 contains 166074 members 
Mstep: Class 16 contains 90781 members 
Mstep: Class 17 contains 78916 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 20 contains 151473 members 
Mstep: Class 21 contains 121851 members 
Mstep: Class 22 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357152.000000 Penalty: 73593.648438
Iteration 302Q: 22 clusters Score -1.803572e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186016 members 
Mstep: Class 5 contains 148238 members 
Mstep: Class 6 contains 60135 members 
Mstep: Class 7 contains 63628 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145548 members 
Mstep: Class 10 contains 4126 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116341 members 
Mstep: Class 15 contains 166206 members 
Mstep: Class 16 contains 90750 members 
Mstep: Class 17 contains 78917 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 151507 members 
Mstep: Class 21 contains 121740 members 
Mstep: Class 22 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 303Q: 22 clusters Score -1.803572e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 186006 members 
Mstep: Class 5 contains 148168 members 
Mstep: Class 6 contains 60139 members 
Mstep: Class 7 contains 63635 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145562 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116331 members 
Mstep: Class 15 contains 166326 members 
Mstep: Class 16 contains 90740 members 
Mstep: Class 17 contains 78931 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20972 members 
Mstep: Class 20 contains 151532 members 
Mstep: Class 21 contains 121630 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 304Q: 22 clusters Score -1.803575e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185987 members 
Mstep: Class 5 contains 148119 members 
Mstep: Class 6 contains 60138 members 
Mstep: Class 7 contains 63643 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145561 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116328 members 
Mstep: Class 15 contains 166434 members 
Mstep: Class 16 contains 90730 members 
Mstep: Class 17 contains 78945 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20980 members 
Mstep: Class 20 contains 151545 members 
Mstep: Class 21 contains 121536 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357408.000000 Penalty: 73593.648438
Iteration 305Q: 22 clusters Score -1.803574e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185974 members 
Mstep: Class 5 contains 148077 members 
Mstep: Class 6 contains 60134 members 
Mstep: Class 7 contains 63662 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145527 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116316 members 
Mstep: Class 15 contains 166547 members 
Mstep: Class 16 contains 90727 members 
Mstep: Class 17 contains 78950 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20979 members 
Mstep: Class 20 contains 151566 members 
Mstep: Class 21 contains 121468 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357392.000000 Penalty: 73593.648438
Iteration 306Q: 22 clusters Score -1.803574e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185956 members 
Mstep: Class 5 contains 148043 members 
Mstep: Class 6 contains 60139 members 
Mstep: Class 7 contains 63664 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145509 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116320 members 
Mstep: Class 15 contains 166643 members 
Mstep: Class 16 contains 90718 members 
Mstep: Class 17 contains 78956 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 151569 members 
Mstep: Class 21 contains 121401 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357264.000000 Penalty: 73593.648438
Iteration 307Q: 22 clusters Score -1.803573e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185944 members 
Mstep: Class 5 contains 148007 members 
Mstep: Class 6 contains 60149 members 
Mstep: Class 7 contains 63668 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145499 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116308 members 
Mstep: Class 15 contains 166760 members 
Mstep: Class 16 contains 90705 members 
Mstep: Class 17 contains 78969 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20987 members 
Mstep: Class 20 contains 151558 members 
Mstep: Class 21 contains 121326 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357296.000000 Penalty: 73593.648438
Iteration 308Q: 22 clusters Score -1.803573e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185928 members 
Mstep: Class 5 contains 147970 members 
Mstep: Class 6 contains 60152 members 
Mstep: Class 7 contains 63672 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145460 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116315 members 
Mstep: Class 15 contains 166881 members 
Mstep: Class 16 contains 90681 members 
Mstep: Class 17 contains 78979 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20984 members 
Mstep: Class 20 contains 151568 members 
Mstep: Class 21 contains 121268 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357072.000000 Penalty: 73593.648438
Iteration 309Q: 22 clusters Score -1.803571e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185921 members 
Mstep: Class 5 contains 147914 members 
Mstep: Class 6 contains 60158 members 
Mstep: Class 7 contains 63663 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145438 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116297 members 
Mstep: Class 15 contains 167013 members 
Mstep: Class 16 contains 90676 members 
Mstep: Class 17 contains 78989 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20987 members 
Mstep: Class 20 contains 151575 members 
Mstep: Class 21 contains 121196 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357200.000000 Penalty: 73593.648438
Iteration 310Q: 22 clusters Score -1.803572e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185884 members 
Mstep: Class 5 contains 147859 members 
Mstep: Class 6 contains 60161 members 
Mstep: Class 7 contains 63663 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145388 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116287 members 
Mstep: Class 15 contains 167164 members 
Mstep: Class 16 contains 90665 members 
Mstep: Class 17 contains 79004 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20992 members 
Mstep: Class 20 contains 151581 members 
Mstep: Class 21 contains 121134 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357248.000000 Penalty: 73593.648438
Iteration 311Q: 22 clusters Score -1.803572e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185861 members 
Mstep: Class 5 contains 147790 members 
Mstep: Class 6 contains 60162 members 
Mstep: Class 7 contains 63666 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145376 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116275 members 
Mstep: Class 15 contains 167308 members 
Mstep: Class 16 contains 90643 members 
Mstep: Class 17 contains 79014 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 20998 members 
Mstep: Class 20 contains 151571 members 
Mstep: Class 21 contains 121093 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357200.000000 Penalty: 73593.648438
Iteration 312Q: 22 clusters Score -1.803572e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185843 members 
Mstep: Class 5 contains 147741 members 
Mstep: Class 6 contains 60172 members 
Mstep: Class 7 contains 63660 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145371 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116249 members 
Mstep: Class 15 contains 167444 members 
Mstep: Class 16 contains 90619 members 
Mstep: Class 17 contains 79014 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21002 members 
Mstep: Class 20 contains 151568 members 
Mstep: Class 21 contains 121046 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 313Q: 22 clusters Score -1.803572e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185848 members 
Mstep: Class 5 contains 147697 members 
Mstep: Class 6 contains 60176 members 
Mstep: Class 7 contains 63661 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145320 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116233 members 
Mstep: Class 15 contains 167557 members 
Mstep: Class 16 contains 90604 members 
Mstep: Class 17 contains 79021 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21008 members 
Mstep: Class 20 contains 151566 members 
Mstep: Class 21 contains 120987 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357520.000000 Penalty: 73593.648438
Iteration 314Q: 22 clusters Score -1.803575e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185826 members 
Mstep: Class 5 contains 147669 members 
Mstep: Class 6 contains 60184 members 
Mstep: Class 7 contains 63654 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145259 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116211 members 
Mstep: Class 15 contains 167687 members 
Mstep: Class 16 contains 90584 members 
Mstep: Class 17 contains 79018 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 151569 members 
Mstep: Class 21 contains 120959 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357344.000000 Penalty: 73593.648438
Iteration 315Q: 22 clusters Score -1.803573e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185799 members 
Mstep: Class 5 contains 147650 members 
Mstep: Class 6 contains 60197 members 
Mstep: Class 7 contains 63645 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145219 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116198 members 
Mstep: Class 15 contains 167795 members 
Mstep: Class 16 contains 90570 members 
Mstep: Class 17 contains 79021 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21003 members 
Mstep: Class 20 contains 151570 members 
Mstep: Class 21 contains 120914 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356960.000000 Penalty: 73593.648438
Iteration 316Q: 22 clusters Score -1.80357e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185782 members 
Mstep: Class 5 contains 147641 members 
Mstep: Class 6 contains 60212 members 
Mstep: Class 7 contains 63653 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145132 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116189 members 
Mstep: Class 15 contains 167912 members 
Mstep: Class 16 contains 90547 members 
Mstep: Class 17 contains 79028 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 151594 members 
Mstep: Class 21 contains 120855 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357456.000000 Penalty: 73593.648438
Iteration 317Q: 22 clusters Score -1.803575e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185767 members 
Mstep: Class 5 contains 147625 members 
Mstep: Class 6 contains 60217 members 
Mstep: Class 7 contains 63650 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 145049 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116187 members 
Mstep: Class 15 contains 168021 members 
Mstep: Class 16 contains 90537 members 
Mstep: Class 17 contains 79037 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21000 members 
Mstep: Class 20 contains 151608 members 
Mstep: Class 21 contains 120801 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357264.000000 Penalty: 73593.648438
Iteration 318Q: 22 clusters Score -1.803573e+08 nChanged 657
Entering ConstructFrom: 
Score: -180357264.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41769.917969 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41769.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41956.882812 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -41956.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42060.429688 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -42060.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42102.906250 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42102.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42129.007812 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42129.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42147.601562 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42183.746094 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42183.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42201.847656 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42201.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42233.917969 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42233.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42254.347656 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -42254.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42268.253906 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -42268.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42280.597656 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -42280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42297.855469 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -42297.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42320.144531 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -42320.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42327.675781 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -42327.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42348.808594 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -42348.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42362.746094 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -42362.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42364.253906 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -42364.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42364.253906 Penalty: 2950.225586
	Iteration 18F: 3 clusters Score -42364.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 291 members 
Entering Unmasked Estep 
Score: -69781.367188 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69781.37 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70052.046875 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -70052.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70226.015625 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70226.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70321.406250 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70321.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70363.835938 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70363.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70382.320312 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70382.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70398.796875 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70409.843750 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70409.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70412.210938 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70412.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70412.210938 Penalty: 3175.350830
	Iteration 9F: 3 clusters Score -70412.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 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 435 members 
Entering Unmasked Estep 
Score: -103339.593750 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103339.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103660.171875 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103660.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103831.328125 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103831.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104008.476562 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -104008.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104229.164062 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -104229.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104457.554688 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -104457.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104638.953125 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104689.875000 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104727.117188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104764.140625 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104775.429688 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104783.867188 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104788.085938 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -104790.015625 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104791.625000 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104795.093750 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104802.156250 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104805.210938 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104806.546875 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104806.546875 Penalty: 3343.883545
	Iteration 19F: 3 clusters Score -104806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185732 members 
Entering Unmasked Estep 
Score: -25082718.000000 Penalty: 3008.750977
	Iteration 0F: 2 clusters Score -2.508272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -24974654.000000 Penalty: 6017.501953
	Iteration 0F: 3 clusters Score -2.497465e+07 nChanged 89097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -25026774.000000 Penalty: 6017.501953
	Iteration 1F: 3 clusters Score -2.502677e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -25028918.000000 Penalty: 6017.501953
	Iteration 2Q: 3 clusters Score -2.502892e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -25032264.000000 Penalty: 6017.501953
	Iteration 3Q: 3 clusters Score -2.503226e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -25038152.000000 Penalty: 6017.501953
	Iteration 4F: 3 clusters Score -2.503815e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -25047598.000000 Penalty: 6017.501953
	Iteration 5F: 3 clusters Score -2.50476e+07 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -25059542.000000 Penalty: 6017.501953
	Iteration 6F: 3 clusters Score -2.505954e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -25071190.000000 Penalty: 6017.501953
	Iteration 7F: 3 clusters Score -2.507119e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -25078640.000000 Penalty: 6017.501953
	Iteration 8F: 3 clusters Score -2.507864e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 143056 members 
Entering Unmasked Estep 
Score: -25081104.000000 Penalty: 6017.501953
	Iteration 9Q: 3 clusters Score -2.50811e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -25082292.000000 Penalty: 6017.501953
	Iteration 10Q: 3 clusters Score -2.508229e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -25082898.000000 Penalty: 6017.501953
	Iteration 11Q: 3 clusters Score -2.50829e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -25083272.000000 Penalty: 6017.501953
	Iteration 12Q: 3 clusters Score -2.508327e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -25083768.000000 Penalty: 6017.501953
	Iteration 13Q: 3 clusters Score -2.508377e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -25084168.000000 Penalty: 6017.501953
	Iteration 14Q: 3 clusters Score -2.508417e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -25084470.000000 Penalty: 6017.501953
	Iteration 15Q: 3 clusters Score -2.508447e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -25084466.000000 Penalty: 6017.501953
	Iteration 16Q: 3 clusters Score -2.508447e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -25084540.000000 Penalty: 6017.501953
	Iteration 17Q: 3 clusters Score -2.508454e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -25084520.000000 Penalty: 6017.501953
	Iteration 18Q: 3 clusters Score -2.508452e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -25084458.000000 Penalty: 6017.501953
	Iteration 19Q: 3 clusters Score -2.508446e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -25084418.000000 Penalty: 6017.501953
	Iteration 20F: 3 clusters Score -2.508442e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -25084282.000000 Penalty: 6017.501953
	Iteration 21Q: 3 clusters Score -2.508428e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -25084162.000000 Penalty: 6017.501953
	Iteration 22Q: 3 clusters Score -2.508416e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -25084068.000000 Penalty: 6017.501953
	Iteration 23Q: 3 clusters Score -2.508407e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 176264 members 
Entering Unmasked Estep 
Score: -25083958.000000 Penalty: 6017.501953
	Iteration 24Q: 3 clusters Score -2.508396e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -25083668.000000 Penalty: 6017.501953
	Iteration 25Q: 3 clusters Score -2.508367e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -25083366.000000 Penalty: 6017.501953
	Iteration 26Q: 3 clusters Score -2.508337e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -25083072.000000 Penalty: 6017.501953
	Iteration 27Q: 3 clusters Score -2.508307e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 179965 members 
Entering Unmasked Estep 
Score: -25082744.000000 Penalty: 6017.501953
	Iteration 28Q: 3 clusters Score -2.508274e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -25082580.000000 Penalty: 6017.501953
	Iteration 29Q: 3 clusters Score -2.508258e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 181239 members 
Entering Unmasked Estep 
Score: -25082468.000000 Penalty: 6017.501953
	Iteration 30Q: 3 clusters Score -2.508247e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 181767 members 
Entering Unmasked Estep 
Score: -25082322.000000 Penalty: 6017.501953
	Iteration 31Q: 3 clusters Score -2.508232e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -25082152.000000 Penalty: 6017.501953
	Iteration 32Q: 3 clusters Score -2.508215e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 182630 members 
Entering Unmasked Estep 
Score: -25081988.000000 Penalty: 6017.501953
	Iteration 33Q: 3 clusters Score -2.508199e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 182959 members 
Entering Unmasked Estep 
Score: -25081892.000000 Penalty: 6017.501953
	Iteration 34Q: 3 clusters Score -2.508189e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -25081816.000000 Penalty: 6017.501953
	Iteration 35Q: 3 clusters Score -2.508182e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 183440 members 
Entering Unmasked Estep 
Score: -25081742.000000 Penalty: 6017.501953
	Iteration 36Q: 3 clusters Score -2.508174e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 183614 members 
Entering Unmasked Estep 
Score: -25081648.000000 Penalty: 6017.501953
	Iteration 37Q: 3 clusters Score -2.508165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 183746 members 
Entering Unmasked Estep 
Score: -25081610.000000 Penalty: 6017.501953
	Iteration 38Q: 3 clusters Score -2.508161e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -25081544.000000 Penalty: 6017.501953
	Iteration 39Q: 3 clusters Score -2.508154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 183920 members 
Entering Unmasked Estep 
Score: -25081510.000000 Penalty: 6017.501953
	Iteration 40F: 3 clusters Score -2.508151e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 183976 members 
Entering Unmasked Estep 
Score: -25081484.000000 Penalty: 6017.501953
	Iteration 41Q: 3 clusters Score -2.508148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 184013 members 
Entering Unmasked Estep 
Score: -25081456.000000 Penalty: 6017.501953
	Iteration 42Q: 3 clusters Score -2.508146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -25081436.000000 Penalty: 6017.501953
	Iteration 43Q: 3 clusters Score -2.508144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 184075 members 
Entering Unmasked Estep 
Score: -25081400.000000 Penalty: 6017.501953
	Iteration 44Q: 3 clusters Score -2.50814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 184103 members 
Entering Unmasked Estep 
Score: -25081410.000000 Penalty: 6017.501953
	Iteration 45Q: 3 clusters Score -2.508141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 184132 members 
Entering Unmasked Estep 
Score: -25081348.000000 Penalty: 6017.501953
	Iteration 46Q: 3 clusters Score -2.508135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -25081334.000000 Penalty: 6017.501953
	Iteration 47Q: 3 clusters Score -2.508133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 184182 members 
Entering Unmasked Estep 
Score: -25081338.000000 Penalty: 6017.501953
	Iteration 48Q: 3 clusters Score -2.508134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 184197 members 
Entering Unmasked Estep 
Score: -25081324.000000 Penalty: 6017.501953
	Iteration 49Q: 3 clusters Score -2.508132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -25081302.000000 Penalty: 6017.501953
	Iteration 50Q: 3 clusters Score -2.50813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 184233 members 
Entering Unmasked Estep 
Score: -25081298.000000 Penalty: 6017.501953
	Iteration 51Q: 3 clusters Score -2.50813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -25081278.000000 Penalty: 6017.501953
	Iteration 52Q: 3 clusters Score -2.508128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -25081284.000000 Penalty: 6017.501953
	Iteration 53Q: 3 clusters Score -2.508128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 184265 members 
Entering Unmasked Estep 
Score: -25081280.000000 Penalty: 6017.501953
	Iteration 54Q: 3 clusters Score -2.508128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 184271 members 
Entering Unmasked Estep 
Score: -25081274.000000 Penalty: 6017.501953
	Iteration 55Q: 3 clusters Score -2.508127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -25081292.000000 Penalty: 6017.501953
	Iteration 56Q: 3 clusters Score -2.508129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 184277 members 
Entering Unmasked Estep 
Score: -25081284.000000 Penalty: 6017.501953
	Iteration 57Q: 3 clusters Score -2.508128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 184278 members 
Entering Unmasked Estep 
Score: -25081294.000000 Penalty: 6017.501953
	Iteration 58Q: 3 clusters Score -2.508129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 184279 members 
Entering Unmasked Estep 
Score: -25081288.000000 Penalty: 6017.501953
	Iteration 59Q: 3 clusters Score -2.508129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 184280 members 
Entering Unmasked Estep 
Score: -25081284.000000 Penalty: 6017.501953
	Iteration 60F: 3 clusters Score -2.508128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 184283 members 
Entering Unmasked Estep 
Score: -25081262.000000 Penalty: 6017.501953
	Iteration 61Q: 3 clusters Score -2.508126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 184288 members 
Entering Unmasked Estep 
Score: -25081286.000000 Penalty: 6017.501953
	Iteration 62Q: 3 clusters Score -2.508129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 184291 members 
Entering Unmasked Estep 
Score: -25081286.000000 Penalty: 6017.501953
	Iteration 63Q: 3 clusters Score -2.508129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 184294 members 
Entering Unmasked Estep 
Score: -25081296.000000 Penalty: 6017.501953
	Iteration 64Q: 3 clusters Score -2.50813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 184295 members 
Entering Unmasked Estep 
Score: -25081276.000000 Penalty: 6017.501953
	Iteration 65Q: 3 clusters Score -2.508128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -25081280.000000 Penalty: 6017.501953
	Iteration 66Q: 3 clusters Score -2.508128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -25081280.000000 Penalty: 6017.501953
	Iteration 67F: 3 clusters Score -2.508128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Entering Unmasked Estep 
Score: -19925288.000000 Penalty: 2951.774170
	Iteration 0F: 2 clusters Score -1.992529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -19827258.000000 Penalty: 5903.548340
	Iteration 0F: 3 clusters Score -1.982726e+07 nChanged 70322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -19867990.000000 Penalty: 5903.548340
	Iteration 1F: 3 clusters Score -1.986799e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -19869034.000000 Penalty: 5903.548340
	Iteration 2Q: 3 clusters Score -1.986903e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -19870170.000000 Penalty: 5903.548340
	Iteration 3Q: 3 clusters Score -1.987017e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -19871888.000000 Penalty: 5903.548340
	Iteration 4Q: 3 clusters Score -1.987189e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -19874446.000000 Penalty: 5903.548340
	Iteration 5Q: 3 clusters Score -1.987445e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -19878488.000000 Penalty: 5903.548340
	Iteration 6Q: 3 clusters Score -1.987849e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -19884172.000000 Penalty: 5903.548340
	Iteration 7F: 3 clusters Score -1.988417e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -19891510.000000 Penalty: 5903.548340
	Iteration 8F: 3 clusters Score -1.989151e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 116529 members 
Entering Unmasked Estep 
Score: -19899256.000000 Penalty: 5903.548340
	Iteration 9F: 3 clusters Score -1.989926e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -19906024.000000 Penalty: 5903.548340
	Iteration 10F: 3 clusters Score -1.990602e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 130064 members 
Entering Unmasked Estep 
Score: -19910972.000000 Penalty: 5903.548340
	Iteration 11Q: 3 clusters Score -1.991097e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 134516 members 
Entering Unmasked Estep 
Score: -19914570.000000 Penalty: 5903.548340
	Iteration 12Q: 3 clusters Score -1.991457e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 138012 members 
Entering Unmasked Estep 
Score: -19917054.000000 Penalty: 5903.548340
	Iteration 13Q: 3 clusters Score -1.991705e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 140632 members 
Entering Unmasked Estep 
Score: -19918798.000000 Penalty: 5903.548340
	Iteration 14Q: 3 clusters Score -1.99188e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -19920134.000000 Penalty: 5903.548340
	Iteration 15Q: 3 clusters Score -1.992013e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -19920992.000000 Penalty: 5903.548340
	Iteration 16Q: 3 clusters Score -1.992099e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -19921502.000000 Penalty: 5903.548340
	Iteration 17Q: 3 clusters Score -1.99215e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 145645 members 
Entering Unmasked Estep 
Score: -19921898.000000 Penalty: 5903.548340
	Iteration 18Q: 3 clusters Score -1.99219e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -19922152.000000 Penalty: 5903.548340
	Iteration 19Q: 3 clusters Score -1.992215e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -19922330.000000 Penalty: 5903.548340
	Iteration 20F: 3 clusters Score -1.992233e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -19922500.000000 Penalty: 5903.548340
	Iteration 21Q: 3 clusters Score -1.99225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -19922572.000000 Penalty: 5903.548340
	Iteration 22Q: 3 clusters Score -1.992257e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 146693 members 
Entering Unmasked Estep 
Score: -19922616.000000 Penalty: 5903.548340
	Iteration 23Q: 3 clusters Score -1.992262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -19922682.000000 Penalty: 5903.548340
	Iteration 24Q: 3 clusters Score -1.992268e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -19922712.000000 Penalty: 5903.548340
	Iteration 25Q: 3 clusters Score -1.992271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -19922734.000000 Penalty: 5903.548340
	Iteration 26Q: 3 clusters Score -1.992273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -19922758.000000 Penalty: 5903.548340
	Iteration 27Q: 3 clusters Score -1.992276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -19922800.000000 Penalty: 5903.548340
	Iteration 28Q: 3 clusters Score -1.99228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -19922786.000000 Penalty: 5903.548340
	Iteration 29Q: 3 clusters Score -1.992279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -19922776.000000 Penalty: 5903.548340
	Iteration 30Q: 3 clusters Score -1.992278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -19922770.000000 Penalty: 5903.548340
	Iteration 31Q: 3 clusters Score -1.992277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 146931 members 
Entering Unmasked Estep 
Score: -19922798.000000 Penalty: 5903.548340
	Iteration 32Q: 3 clusters Score -1.99228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -19922808.000000 Penalty: 5903.548340
	Iteration 33Q: 3 clusters Score -1.992281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -19922800.000000 Penalty: 5903.548340
	Iteration 34Q: 3 clusters Score -1.99228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 146935 members 
Entering Unmasked Estep 
Score: -19922802.000000 Penalty: 5903.548340
	Iteration 35Q: 3 clusters Score -1.99228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -19922808.000000 Penalty: 5903.548340
	Iteration 36Q: 3 clusters Score -1.992281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 146942 members 
Entering Unmasked Estep 
Score: -19922816.000000 Penalty: 5903.548340
	Iteration 37Q: 3 clusters Score -1.992282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 146942 members 
Entering Unmasked Estep 
Score: -19922816.000000 Penalty: 5903.548340
	Iteration 38F: 3 clusters Score -1.992282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Entering Unmasked Estep 
Score: -8175372.000000 Penalty: 2729.440918
	Iteration 0F: 2 clusters Score -8175372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8134820.000000 Penalty: 5458.881836
	Iteration 0F: 3 clusters Score -8134820 nChanged 28030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -8150295.500000 Penalty: 5458.881836
	Iteration 1F: 3 clusters Score -8150296 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -8150793.500000 Penalty: 5458.881836
	Iteration 2Q: 3 clusters Score -8150794 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -8151210.500000 Penalty: 5458.881836
	Iteration 3Q: 3 clusters Score -8151210 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8151661.000000 Penalty: 5458.881836
	Iteration 4Q: 3 clusters Score -8151661 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -8152098.500000 Penalty: 5458.881836
	Iteration 5Q: 3 clusters Score -8152098 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -8152661.500000 Penalty: 5458.881836
	Iteration 6Q: 3 clusters Score -8152662 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -8153400.000000 Penalty: 5458.881836
	Iteration 7Q: 3 clusters Score -8153400 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8154666.000000 Penalty: 5458.881836
	Iteration 8Q: 3 clusters Score -8154666 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -8156850.500000 Penalty: 5458.881836
	Iteration 9F: 3 clusters Score -8156850 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -8159915.500000 Penalty: 5458.881836
	Iteration 10F: 3 clusters Score -8159916 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8163466.000000 Penalty: 5458.881836
	Iteration 11F: 3 clusters Score -8163466 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -8166403.500000 Penalty: 5458.881836
	Iteration 12F: 3 clusters Score -8166404 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8168055.500000 Penalty: 5458.881836
	Iteration 13Q: 3 clusters Score -8168056 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8168900.500000 Penalty: 5458.881836
	Iteration 14Q: 3 clusters Score -8168900 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -8169462.500000 Penalty: 5458.881836
	Iteration 15Q: 3 clusters Score -8169462 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -8169883.500000 Penalty: 5458.881836
	Iteration 16Q: 3 clusters Score -8169884 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8170263.500000 Penalty: 5458.881836
	Iteration 17Q: 3 clusters Score -8170264 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -8170571.000000 Penalty: 5458.881836
	Iteration 18Q: 3 clusters Score -8170571 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -8170846.000000 Penalty: 5458.881836
	Iteration 19Q: 3 clusters Score -8170846 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8171143.500000 Penalty: 5458.881836
	Iteration 20F: 3 clusters Score -8171144 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -8171375.000000 Penalty: 5458.881836
	Iteration 21Q: 3 clusters Score -8171375 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8171592.500000 Penalty: 5458.881836
	Iteration 22Q: 3 clusters Score -8171592 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -8171829.500000 Penalty: 5458.881836
	Iteration 23Q: 3 clusters Score -8171830 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8172023.500000 Penalty: 5458.881836
	Iteration 24Q: 3 clusters Score -8172024 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -8172235.000000 Penalty: 5458.881836
	Iteration 25Q: 3 clusters Score -8172235 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -8172356.500000 Penalty: 5458.881836
	Iteration 26Q: 3 clusters Score -8172356 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8172477.000000 Penalty: 5458.881836
	Iteration 27Q: 3 clusters Score -8172477 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8172588.000000 Penalty: 5458.881836
	Iteration 28Q: 3 clusters Score -8172588 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8172636.500000 Penalty: 5458.881836
	Iteration 29Q: 3 clusters Score -8172636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8172681.000000 Penalty: 5458.881836
	Iteration 30Q: 3 clusters Score -8172681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -8172740.000000 Penalty: 5458.881836
	Iteration 31Q: 3 clusters Score -8172740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8172827.500000 Penalty: 5458.881836
	Iteration 32Q: 3 clusters Score -8172828 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8172894.500000 Penalty: 5458.881836
	Iteration 33Q: 3 clusters Score -8172894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8172955.500000 Penalty: 5458.881836
	Iteration 34Q: 3 clusters Score -8172956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8173014.500000 Penalty: 5458.881836
	Iteration 35Q: 3 clusters Score -8173014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8173061.500000 Penalty: 5458.881836
	Iteration 36Q: 3 clusters Score -8173062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8173123.000000 Penalty: 5458.881836
	Iteration 37Q: 3 clusters Score -8173123 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8173178.500000 Penalty: 5458.881836
	Iteration 38Q: 3 clusters Score -8173178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8173203.500000 Penalty: 5458.881836
	Iteration 39Q: 3 clusters Score -8173204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8173203.000000 Penalty: 5458.881836
	Iteration 40F: 3 clusters Score -8173203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8173214.500000 Penalty: 5458.881836
	Iteration 41Q: 3 clusters Score -8173214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8173225.000000 Penalty: 5458.881836
	Iteration 42Q: 3 clusters Score -8173225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8173236.000000 Penalty: 5458.881836
	Iteration 43Q: 3 clusters Score -8173236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8173238.500000 Penalty: 5458.881836
	Iteration 44Q: 3 clusters Score -8173238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8173243.500000 Penalty: 5458.881836
	Iteration 45Q: 3 clusters Score -8173244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8173250.000000 Penalty: 5458.881836
	Iteration 46Q: 3 clusters Score -8173250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8173286.500000 Penalty: 5458.881836
	Iteration 47Q: 3 clusters Score -8173286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8173284.000000 Penalty: 5458.881836
	Iteration 48Q: 3 clusters Score -8173284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8173289.500000 Penalty: 5458.881836
	Iteration 49Q: 3 clusters Score -8173290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8173288.500000 Penalty: 5458.881836
	Iteration 50Q: 3 clusters Score -8173288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8173279.500000 Penalty: 5458.881836
	Iteration 51Q: 3 clusters Score -8173280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8173298.500000 Penalty: 5458.881836
	Iteration 52Q: 3 clusters Score -8173298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8173299.500000 Penalty: 5458.881836
	Iteration 53Q: 3 clusters Score -8173300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8173315.500000 Penalty: 5458.881836
	Iteration 54Q: 3 clusters Score -8173316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8173332.500000 Penalty: 5458.881836
	Iteration 55Q: 3 clusters Score -8173332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8173337.500000 Penalty: 5458.881836
	Iteration 56Q: 3 clusters Score -8173338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8173342.500000 Penalty: 5458.881836
	Iteration 57Q: 3 clusters Score -8173342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8173348.500000 Penalty: 5458.881836
	Iteration 58Q: 3 clusters Score -8173348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8173350.500000 Penalty: 5458.881836
	Iteration 59Q: 3 clusters Score -8173350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8173347.000000 Penalty: 5458.881836
	Iteration 60F: 3 clusters Score -8173347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8173362.500000 Penalty: 5458.881836
	Iteration 61Q: 3 clusters Score -8173362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8173367.000000 Penalty: 5458.881836
	Iteration 62Q: 3 clusters Score -8173367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8173369.500000 Penalty: 5458.881836
	Iteration 63Q: 3 clusters Score -8173370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8173374.500000 Penalty: 5458.881836
	Iteration 64Q: 3 clusters Score -8173374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8173373.000000 Penalty: 5458.881836
	Iteration 65Q: 3 clusters Score -8173373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8173386.000000 Penalty: 5458.881836
	Iteration 66Q: 3 clusters Score -8173386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8173383.500000 Penalty: 5458.881836
	Iteration 67Q: 3 clusters Score -8173384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8173384.000000 Penalty: 5458.881836
	Iteration 68Q: 3 clusters Score -8173384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8173388.000000 Penalty: 5458.881836
	Iteration 69Q: 3 clusters Score -8173388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8173391.500000 Penalty: 5458.881836
	Iteration 70Q: 3 clusters Score -8173392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8173391.000000 Penalty: 5458.881836
	Iteration 71Q: 3 clusters Score -8173391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8173388.000000 Penalty: 5458.881836
	Iteration 72Q: 3 clusters Score -8173388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8173396.500000 Penalty: 5458.881836
	Iteration 73Q: 3 clusters Score -8173396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8173401.000000 Penalty: 5458.881836
	Iteration 74Q: 3 clusters Score -8173401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8173403.500000 Penalty: 5458.881836
	Iteration 75Q: 3 clusters Score -8173404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8173404.500000 Penalty: 5458.881836
	Iteration 76Q: 3 clusters Score -8173404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8173406.500000 Penalty: 5458.881836
	Iteration 77Q: 3 clusters Score -8173406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8173407.000000 Penalty: 5458.881836
	Iteration 78Q: 3 clusters Score -8173407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8173413.500000 Penalty: 5458.881836
	Iteration 79Q: 3 clusters Score -8173414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8173411.000000 Penalty: 5458.881836
	Iteration 80F: 3 clusters Score -8173411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8173415.500000 Penalty: 5458.881836
	Iteration 81Q: 3 clusters Score -8173416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8173405.500000 Penalty: 5458.881836
	Iteration 82Q: 3 clusters Score -8173406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8173412.500000 Penalty: 5458.881836
	Iteration 83Q: 3 clusters Score -8173412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8173418.500000 Penalty: 5458.881836
	Iteration 84Q: 3 clusters Score -8173418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8173422.500000 Penalty: 5458.881836
	Iteration 85Q: 3 clusters Score -8173422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8173418.500000 Penalty: 5458.881836
	Iteration 86Q: 3 clusters Score -8173418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8173409.000000 Penalty: 5458.881836
	Iteration 87Q: 3 clusters Score -8173409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8173412.000000 Penalty: 5458.881836
	Iteration 88Q: 3 clusters Score -8173412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8173411.000000 Penalty: 5458.881836
	Iteration 89Q: 3 clusters Score -8173411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8173415.000000 Penalty: 5458.881836
	Iteration 90Q: 3 clusters Score -8173415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8173417.500000 Penalty: 5458.881836
	Iteration 91Q: 3 clusters Score -8173418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8173417.500000 Penalty: 5458.881836
	Iteration 92Q: 3 clusters Score -8173418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8173420.500000 Penalty: 5458.881836
	Iteration 93Q: 3 clusters Score -8173420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8173420.500000 Penalty: 5458.881836
	Iteration 94F: 3 clusters Score -8173420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Entering Unmasked Estep 
Score: -8301695.500000 Penalty: 2743.174072
	Iteration 0F: 2 clusters Score -8301696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -8258814.000000 Penalty: 5486.348145
	Iteration 0F: 3 clusters Score -8258814 nChanged 29704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -8275455.000000 Penalty: 5486.348145
	Iteration 1F: 3 clusters Score -8275455 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -8275944.500000 Penalty: 5486.348145
	Iteration 2Q: 3 clusters Score -8275944 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8276458.000000 Penalty: 5486.348145
	Iteration 3Q: 3 clusters Score -8276458 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8276954.000000 Penalty: 5486.348145
	Iteration 4Q: 3 clusters Score -8276954 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -8277543.500000 Penalty: 5486.348145
	Iteration 5Q: 3 clusters Score -8277544 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -8278493.000000 Penalty: 5486.348145
	Iteration 6Q: 3 clusters Score -8278493 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -8279844.500000 Penalty: 5486.348145
	Iteration 7Q: 3 clusters Score -8279844 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -8281902.000000 Penalty: 5486.348145
	Iteration 8F: 3 clusters Score -8281902 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -8284822.500000 Penalty: 5486.348145
	Iteration 9F: 3 clusters Score -8284822 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -8288720.000000 Penalty: 5486.348145
	Iteration 10F: 3 clusters Score -8288720 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -8292840.000000 Penalty: 5486.348145
	Iteration 11F: 3 clusters Score -8292840 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -8296146.000000 Penalty: 5486.348145
	Iteration 12F: 3 clusters Score -8296146 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -8298056.000000 Penalty: 5486.348145
	Iteration 13Q: 3 clusters Score -8298056 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -8298852.500000 Penalty: 5486.348145
	Iteration 14Q: 3 clusters Score -8298852 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -8299144.500000 Penalty: 5486.348145
	Iteration 15Q: 3 clusters Score -8299144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8299285.500000 Penalty: 5486.348145
	Iteration 16Q: 3 clusters Score -8299286 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -8299376.500000 Penalty: 5486.348145
	Iteration 17Q: 3 clusters Score -8299376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8299432.000000 Penalty: 5486.348145
	Iteration 18Q: 3 clusters Score -8299432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -8299472.500000 Penalty: 5486.348145
	Iteration 19Q: 3 clusters Score -8299472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -8299494.500000 Penalty: 5486.348145
	Iteration 20F: 3 clusters Score -8299494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -8299510.000000 Penalty: 5486.348145
	Iteration 21Q: 3 clusters Score -8299510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -8299547.500000 Penalty: 5486.348145
	Iteration 22Q: 3 clusters Score -8299548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -8299557.000000 Penalty: 5486.348145
	Iteration 23Q: 3 clusters Score -8299557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -8299576.500000 Penalty: 5486.348145
	Iteration 24Q: 3 clusters Score -8299576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -8299587.500000 Penalty: 5486.348145
	Iteration 25Q: 3 clusters Score -8299588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8299594.500000 Penalty: 5486.348145
	Iteration 26Q: 3 clusters Score -8299594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -8299596.000000 Penalty: 5486.348145
	Iteration 27Q: 3 clusters Score -8299596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8299602.000000 Penalty: 5486.348145
	Iteration 28Q: 3 clusters Score -8299602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -8299596.000000 Penalty: 5486.348145
	Iteration 29Q: 3 clusters Score -8299596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -8299606.000000 Penalty: 5486.348145
	Iteration 30Q: 3 clusters Score -8299606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -8299602.000000 Penalty: 5486.348145
	Iteration 31Q: 3 clusters Score -8299602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -8299609.500000 Penalty: 5486.348145
	Iteration 32Q: 3 clusters Score -8299610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -8299608.000000 Penalty: 5486.348145
	Iteration 33Q: 3 clusters Score -8299608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -8299613.000000 Penalty: 5486.348145
	Iteration 34Q: 3 clusters Score -8299613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -8299611.000000 Penalty: 5486.348145
	Iteration 35Q: 3 clusters Score -8299611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -8299619.500000 Penalty: 5486.348145
	Iteration 36Q: 3 clusters Score -8299620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -8299624.500000 Penalty: 5486.348145
	Iteration 37Q: 3 clusters Score -8299624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -8299621.000000 Penalty: 5486.348145
	Iteration 38Q: 3 clusters Score -8299621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8299628.000000 Penalty: 5486.348145
	Iteration 39Q: 3 clusters Score -8299628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8299627.000000 Penalty: 5486.348145
	Iteration 40F: 3 clusters Score -8299627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155557.484375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -153410.953125 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153411 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153794.078125 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153794.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153984.312500 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -153984.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154276.328125 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -154276.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155035.968750 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -155036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155321.562500 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -155321.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -155477.859375 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -155477.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -155578.718750 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -155578.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -155660.468750 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -155660.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -155755.343750 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -155755.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -155802.281250 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -155802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -155834.703125 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -155834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -155850.031250 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -155850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -155859.625000 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -155859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -155862.390625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -155862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -155866.687500 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -155866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -155866.687500 Penalty: 3540.877930
	Iteration 16F: 3 clusters Score -155866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185732 members 
Mstep: Class 5 contains 147608 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 63652 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 9 contains 144937 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116188 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 168155 members 
Mstep: Class 16 contains 90517 members 
Mstep: Class 17 contains 79045 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21002 members 
Mstep: Class 20 contains 151633 members 
Mstep: Class 21 contains 120752 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
Score: -180356368.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180357264.000000 to -180356368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (144937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Entering Unmasked Estep 
Score: -19453924.000000 Penalty: 2947.245361
	Iteration 0F: 2 clusters Score -1.945392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -19357744.000000 Penalty: 5894.490723
	Iteration 0F: 3 clusters Score -1.935774e+07 nChanged 69197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -19398560.000000 Penalty: 5894.490723
	Iteration 1F: 3 clusters Score -1.939856e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -19400338.000000 Penalty: 5894.490723
	Iteration 2Q: 3 clusters Score -1.940034e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -19403486.000000 Penalty: 5894.490723
	Iteration 3Q: 3 clusters Score -1.940349e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -19409750.000000 Penalty: 5894.490723
	Iteration 4F: 3 clusters Score -1.940975e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -19420134.000000 Penalty: 5894.490723
	Iteration 5F: 3 clusters Score -1.942013e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -19432690.000000 Penalty: 5894.490723
	Iteration 6F: 3 clusters Score -1.943269e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -19442644.000000 Penalty: 5894.490723
	Iteration 7F: 3 clusters Score -1.944264e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -19448408.000000 Penalty: 5894.490723
	Iteration 8Q: 3 clusters Score -1.944841e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -19450980.000000 Penalty: 5894.490723
	Iteration 9Q: 3 clusters Score -1.945098e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -19451834.000000 Penalty: 5894.490723
	Iteration 10Q: 3 clusters Score -1.945183e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -19452230.000000 Penalty: 5894.490723
	Iteration 11Q: 3 clusters Score -1.945223e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -19452312.000000 Penalty: 5894.490723
	Iteration 12Q: 3 clusters Score -1.945231e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138474 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -19452440.000000 Penalty: 5894.490723
	Iteration 13Q: 3 clusters Score -1.945244e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -19452574.000000 Penalty: 5894.490723
	Iteration 14Q: 3 clusters Score -1.945257e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -19452598.000000 Penalty: 5894.490723
	Iteration 15Q: 3 clusters Score -1.94526e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139299 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -19452674.000000 Penalty: 5894.490723
	Iteration 16Q: 3 clusters Score -1.945267e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139485 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -19452716.000000 Penalty: 5894.490723
	Iteration 17Q: 3 clusters Score -1.945272e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -19452774.000000 Penalty: 5894.490723
	Iteration 18Q: 3 clusters Score -1.945277e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -19452766.000000 Penalty: 5894.490723
	Iteration 19Q: 3 clusters Score -1.945277e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -19452804.000000 Penalty: 5894.490723
	Iteration 20F: 3 clusters Score -1.94528e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140042 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -19452840.000000 Penalty: 5894.490723
	Iteration 21Q: 3 clusters Score -1.945284e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -19452842.000000 Penalty: 5894.490723
	Iteration 22Q: 3 clusters Score -1.945284e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -19452838.000000 Penalty: 5894.490723
	Iteration 23Q: 3 clusters Score -1.945284e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -19452798.000000 Penalty: 5894.490723
	Iteration 24Q: 3 clusters Score -1.94528e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19452766.000000 Penalty: 5894.490723
	Iteration 25Q: 3 clusters Score -1.945277e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -19452780.000000 Penalty: 5894.490723
	Iteration 26Q: 3 clusters Score -1.945278e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140580 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -19452768.000000 Penalty: 5894.490723
	Iteration 27Q: 3 clusters Score -1.945277e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -19452802.000000 Penalty: 5894.490723
	Iteration 28Q: 3 clusters Score -1.94528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5894.490723
	Iteration 29Q: 3 clusters Score -1.945279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19452796.000000 Penalty: 5894.490723
	Iteration 30Q: 3 clusters Score -1.94528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140770 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19452822.000000 Penalty: 5894.490723
	Iteration 31Q: 3 clusters Score -1.945282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140801 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -19452826.000000 Penalty: 5894.490723
	Iteration 32Q: 3 clusters Score -1.945283e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -19452804.000000 Penalty: 5894.490723
	Iteration 33Q: 3 clusters Score -1.94528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140866 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -19452808.000000 Penalty: 5894.490723
	Iteration 34Q: 3 clusters Score -1.945281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140899 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -19452802.000000 Penalty: 5894.490723
	Iteration 35Q: 3 clusters Score -1.94528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -19452784.000000 Penalty: 5894.490723
	Iteration 36Q: 3 clusters Score -1.945278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -19452804.000000 Penalty: 5894.490723
	Iteration 37Q: 3 clusters Score -1.94528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -19452806.000000 Penalty: 5894.490723
	Iteration 38Q: 3 clusters Score -1.945281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -19452800.000000 Penalty: 5894.490723
	Iteration 39Q: 3 clusters Score -1.94528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5894.490723
	Iteration 40F: 3 clusters Score -1.945279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141076 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -19452782.000000 Penalty: 5894.490723
	Iteration 41Q: 3 clusters Score -1.945278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -19452790.000000 Penalty: 5894.490723
	Iteration 42Q: 3 clusters Score -1.945279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141136 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -19452786.000000 Penalty: 5894.490723
	Iteration 43Q: 3 clusters Score -1.945279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -19452794.000000 Penalty: 5894.490723
	Iteration 44Q: 3 clusters Score -1.945279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141176 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -19452796.000000 Penalty: 5894.490723
	Iteration 45Q: 3 clusters Score -1.94528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -19452776.000000 Penalty: 5894.490723
	Iteration 46Q: 3 clusters Score -1.945278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141202 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5894.490723
	Iteration 47Q: 3 clusters Score -1.945279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -19452778.000000 Penalty: 5894.490723
	Iteration 48Q: 3 clusters Score -1.945278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -19452774.000000 Penalty: 5894.490723
	Iteration 49Q: 3 clusters Score -1.945277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19452796.000000 Penalty: 5894.490723
	Iteration 50Q: 3 clusters Score -1.94528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -19452766.000000 Penalty: 5894.490723
	Iteration 51Q: 3 clusters Score -1.945277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141259 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5894.490723
	Iteration 52Q: 3 clusters Score -1.945276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141272 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -19452780.000000 Penalty: 5894.490723
	Iteration 53Q: 3 clusters Score -1.945278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -19452778.000000 Penalty: 5894.490723
	Iteration 54Q: 3 clusters Score -1.945278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -19452774.000000 Penalty: 5894.490723
	Iteration 55Q: 3 clusters Score -1.945277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141314 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19452750.000000 Penalty: 5894.490723
	Iteration 56Q: 3 clusters Score -1.945275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -19452748.000000 Penalty: 5894.490723
	Iteration 57Q: 3 clusters Score -1.945275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -19452752.000000 Penalty: 5894.490723
	Iteration 58Q: 3 clusters Score -1.945275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -19452754.000000 Penalty: 5894.490723
	Iteration 59Q: 3 clusters Score -1.945275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141353 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -19452762.000000 Penalty: 5894.490723
	Iteration 60F: 3 clusters Score -1.945276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -19452740.000000 Penalty: 5894.490723
	Iteration 61Q: 3 clusters Score -1.945274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141368 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -19452756.000000 Penalty: 5894.490723
	Iteration 62Q: 3 clusters Score -1.945276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141377 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -19452754.000000 Penalty: 5894.490723
	Iteration 63Q: 3 clusters Score -1.945275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -19452758.000000 Penalty: 5894.490723
	Iteration 64Q: 3 clusters Score -1.945276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141398 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -19452788.000000 Penalty: 5894.490723
	Iteration 65Q: 3 clusters Score -1.945279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -19452780.000000 Penalty: 5894.490723
	Iteration 66Q: 3 clusters Score -1.945278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19452772.000000 Penalty: 5894.490723
	Iteration 67Q: 3 clusters Score -1.945277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -19452772.000000 Penalty: 5894.490723
	Iteration 68Q: 3 clusters Score -1.945277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -19452782.000000 Penalty: 5894.490723
	Iteration 69Q: 3 clusters Score -1.945278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -19452770.000000 Penalty: 5894.490723
	Iteration 70Q: 3 clusters Score -1.945277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141479 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -19452780.000000 Penalty: 5894.490723
	Iteration 71Q: 3 clusters Score -1.945278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141491 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19452766.000000 Penalty: 5894.490723
	Iteration 72Q: 3 clusters Score -1.945277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -19452754.000000 Penalty: 5894.490723
	Iteration 73Q: 3 clusters Score -1.945275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141511 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -19452768.000000 Penalty: 5894.490723
	Iteration 74Q: 3 clusters Score -1.945277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141523 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19452768.000000 Penalty: 5894.490723
	Iteration 75Q: 3 clusters Score -1.945277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5894.490723
	Iteration 76Q: 3 clusters Score -1.945276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -19452770.000000 Penalty: 5894.490723
	Iteration 77Q: 3 clusters Score -1.945277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -19452756.000000 Penalty: 5894.490723
	Iteration 78Q: 3 clusters Score -1.945276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5894.490723
	Iteration 79Q: 3 clusters Score -1.945276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -19452758.000000 Penalty: 5894.490723
	Iteration 80F: 3 clusters Score -1.945276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5894.490723
	Iteration 81Q: 3 clusters Score -1.945276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141571 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -19452752.000000 Penalty: 5894.490723
	Iteration 82Q: 3 clusters Score -1.945275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -19452748.000000 Penalty: 5894.490723
	Iteration 83Q: 3 clusters Score -1.945275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -19452740.000000 Penalty: 5894.490723
	Iteration 84Q: 3 clusters Score -1.945274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19452744.000000 Penalty: 5894.490723
	Iteration 85Q: 3 clusters Score -1.945274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19452750.000000 Penalty: 5894.490723
	Iteration 86Q: 3 clusters Score -1.945275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19452750.000000 Penalty: 5894.490723
	Iteration 87F: 3 clusters Score -1.945275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -660953.187500 Penalty: 2096.231934
	Iteration 0F: 2 clusters Score -660953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -656615.250000 Penalty: 4192.463867
	Iteration 0F: 3 clusters Score -656615.2 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -657525.562500 Penalty: 4192.463867
	Iteration 1F: 3 clusters Score -657525.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -657707.187500 Penalty: 4192.463867
	Iteration 2F: 3 clusters Score -657707.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -657843.875000 Penalty: 4192.463867
	Iteration 3F: 3 clusters Score -657843.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -657916.625000 Penalty: 4192.463867
	Iteration 4Q: 3 clusters Score -657916.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -657978.562500 Penalty: 4192.463867
	Iteration 5Q: 3 clusters Score -657978.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -658027.812500 Penalty: 4192.463867
	Iteration 6Q: 3 clusters Score -658027.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -658067.312500 Penalty: 4192.463867
	Iteration 7Q: 3 clusters Score -658067.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -658098.375000 Penalty: 4192.463867
	Iteration 8Q: 3 clusters Score -658098.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -658126.187500 Penalty: 4192.463867
	Iteration 9Q: 3 clusters Score -658126.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -658149.500000 Penalty: 4192.463867
	Iteration 10Q: 3 clusters Score -658149.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -658167.875000 Penalty: 4192.463867
	Iteration 11Q: 3 clusters Score -658167.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -658182.562500 Penalty: 4192.463867
	Iteration 12Q: 3 clusters Score -658182.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -658200.562500 Penalty: 4192.463867
	Iteration 13Q: 3 clusters Score -658200.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -658218.000000 Penalty: 4192.463867
	Iteration 14Q: 3 clusters Score -658218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -658240.375000 Penalty: 4192.463867
	Iteration 15Q: 3 clusters Score -658240.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -658261.437500 Penalty: 4192.463867
	Iteration 16Q: 3 clusters Score -658261.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -658281.750000 Penalty: 4192.463867
	Iteration 17Q: 3 clusters Score -658281.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -658301.937500 Penalty: 4192.463867
	Iteration 18Q: 3 clusters Score -658301.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -658328.000000 Penalty: 4192.463867
	Iteration 19Q: 3 clusters Score -658328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -658355.875000 Penalty: 4192.463867
	Iteration 20F: 3 clusters Score -658355.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -658378.562500 Penalty: 4192.463867
	Iteration 21Q: 3 clusters Score -658378.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -658400.625000 Penalty: 4192.463867
	Iteration 22Q: 3 clusters Score -658400.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -658423.437500 Penalty: 4192.463867
	Iteration 23Q: 3 clusters Score -658423.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -658447.687500 Penalty: 4192.463867
	Iteration 24Q: 3 clusters Score -658447.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -658475.125000 Penalty: 4192.463867
	Iteration 25Q: 3 clusters Score -658475.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -658501.875000 Penalty: 4192.463867
	Iteration 26Q: 3 clusters Score -658501.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -658523.000000 Penalty: 4192.463867
	Iteration 27Q: 3 clusters Score -658523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -658546.812500 Penalty: 4192.463867
	Iteration 28Q: 3 clusters Score -658546.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -658569.250000 Penalty: 4192.463867
	Iteration 29Q: 3 clusters Score -658569.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -658601.812500 Penalty: 4192.463867
	Iteration 30Q: 3 clusters Score -658601.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -658650.875000 Penalty: 4192.463867
	Iteration 31Q: 3 clusters Score -658650.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -658700.125000 Penalty: 4192.463867
	Iteration 32Q: 3 clusters Score -658700.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -658747.750000 Penalty: 4192.463867
	Iteration 33Q: 3 clusters Score -658747.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -658784.875000 Penalty: 4192.463867
	Iteration 34Q: 3 clusters Score -658784.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -658815.875000 Penalty: 4192.463867
	Iteration 35Q: 3 clusters Score -658815.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -658847.062500 Penalty: 4192.463867
	Iteration 36Q: 3 clusters Score -658847.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -658879.875000 Penalty: 4192.463867
	Iteration 37Q: 3 clusters Score -658879.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -658904.937500 Penalty: 4192.463867
	Iteration 38Q: 3 clusters Score -658904.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -658924.875000 Penalty: 4192.463867
	Iteration 39Q: 3 clusters Score -658924.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -658945.875000 Penalty: 4192.463867
	Iteration 40F: 3 clusters Score -658945.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -658968.187500 Penalty: 4192.463867
	Iteration 41Q: 3 clusters Score -658968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -658984.312500 Penalty: 4192.463867
	Iteration 42Q: 3 clusters Score -658984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -658995.125000 Penalty: 4192.463867
	Iteration 43Q: 3 clusters Score -658995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -659013.125000 Penalty: 4192.463867
	Iteration 44Q: 3 clusters Score -659013.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -659031.375000 Penalty: 4192.463867
	Iteration 45Q: 3 clusters Score -659031.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -659046.687500 Penalty: 4192.463867
	Iteration 46Q: 3 clusters Score -659046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -659052.750000 Penalty: 4192.463867
	Iteration 47Q: 3 clusters Score -659052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -659062.000000 Penalty: 4192.463867
	Iteration 48Q: 3 clusters Score -659062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -659072.375000 Penalty: 4192.463867
	Iteration 49Q: 3 clusters Score -659072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -659082.937500 Penalty: 4192.463867
	Iteration 50Q: 3 clusters Score -659082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -659090.187500 Penalty: 4192.463867
	Iteration 51Q: 3 clusters Score -659090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -659094.750000 Penalty: 4192.463867
	Iteration 52Q: 3 clusters Score -659094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -659102.375000 Penalty: 4192.463867
	Iteration 53Q: 3 clusters Score -659102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -659110.187500 Penalty: 4192.463867
	Iteration 54Q: 3 clusters Score -659110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -659118.062500 Penalty: 4192.463867
	Iteration 55Q: 3 clusters Score -659118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -659126.250000 Penalty: 4192.463867
	Iteration 56Q: 3 clusters Score -659126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -659133.000000 Penalty: 4192.463867
	Iteration 57Q: 3 clusters Score -659133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -659134.937500 Penalty: 4192.463867
	Iteration 58Q: 3 clusters Score -659134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -659137.687500 Penalty: 4192.463867
	Iteration 59Q: 3 clusters Score -659137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -659140.562500 Penalty: 4192.463867
	Iteration 60F: 3 clusters Score -659140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -659143.312500 Penalty: 4192.463867
	Iteration 61Q: 3 clusters Score -659143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -659148.437500 Penalty: 4192.463867
	Iteration 62Q: 3 clusters Score -659148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -659154.687500 Penalty: 4192.463867
	Iteration 63Q: 3 clusters Score -659154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -659156.875000 Penalty: 4192.463867
	Iteration 64Q: 3 clusters Score -659156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -659159.500000 Penalty: 4192.463867
	Iteration 65Q: 3 clusters Score -659159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -659161.250000 Penalty: 4192.463867
	Iteration 66Q: 3 clusters Score -659161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -659164.312500 Penalty: 4192.463867
	Iteration 67Q: 3 clusters Score -659164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -659163.937500 Penalty: 4192.463867
	Iteration 68Q: 3 clusters Score -659163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -659165.062500 Penalty: 4192.463867
	Iteration 69Q: 3 clusters Score -659165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -659166.562500 Penalty: 4192.463867
	Iteration 70Q: 3 clusters Score -659166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -659168.750000 Penalty: 4192.463867
	Iteration 71Q: 3 clusters Score -659168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -659169.500000 Penalty: 4192.463867
	Iteration 72Q: 3 clusters Score -659169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -659169.500000 Penalty: 4192.463867
	Iteration 73F: 3 clusters Score -659169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -785166.312500 Penalty: 2163.159424
	Iteration 0F: 2 clusters Score -785166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -779926.312500 Penalty: 4326.318848
	Iteration 0F: 3 clusters Score -779926.3 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -781350.312500 Penalty: 4326.318848
	Iteration 1F: 3 clusters Score -781350.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -781657.937500 Penalty: 4326.318848
	Iteration 2F: 3 clusters Score -781657.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -781931.687500 Penalty: 4326.318848
	Iteration 3F: 3 clusters Score -781931.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -782149.187500 Penalty: 4326.318848
	Iteration 4Q: 3 clusters Score -782149.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -782301.562500 Penalty: 4326.318848
	Iteration 5Q: 3 clusters Score -782301.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -782414.937500 Penalty: 4326.318848
	Iteration 6Q: 3 clusters Score -782414.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -782508.250000 Penalty: 4326.318848
	Iteration 7Q: 3 clusters Score -782508.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -782590.250000 Penalty: 4326.318848
	Iteration 8Q: 3 clusters Score -782590.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -782672.625000 Penalty: 4326.318848
	Iteration 9Q: 3 clusters Score -782672.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -782739.312500 Penalty: 4326.318848
	Iteration 10Q: 3 clusters Score -782739.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -782786.937500 Penalty: 4326.318848
	Iteration 11Q: 3 clusters Score -782786.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -782815.062500 Penalty: 4326.318848
	Iteration 12Q: 3 clusters Score -782815.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -782837.000000 Penalty: 4326.318848
	Iteration 13Q: 3 clusters Score -782837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -782855.812500 Penalty: 4326.318848
	Iteration 14Q: 3 clusters Score -782855.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -782876.187500 Penalty: 4326.318848
	Iteration 15Q: 3 clusters Score -782876.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -782896.625000 Penalty: 4326.318848
	Iteration 16Q: 3 clusters Score -782896.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -782916.125000 Penalty: 4326.318848
	Iteration 17Q: 3 clusters Score -782916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -782926.125000 Penalty: 4326.318848
	Iteration 18Q: 3 clusters Score -782926.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -782937.250000 Penalty: 4326.318848
	Iteration 19Q: 3 clusters Score -782937.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -782952.687500 Penalty: 4326.318848
	Iteration 20F: 3 clusters Score -782952.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -782961.375000 Penalty: 4326.318848
	Iteration 21Q: 3 clusters Score -782961.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -782970.062500 Penalty: 4326.318848
	Iteration 22Q: 3 clusters Score -782970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -782974.437500 Penalty: 4326.318848
	Iteration 23Q: 3 clusters Score -782974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -782978.812500 Penalty: 4326.318848
	Iteration 24Q: 3 clusters Score -782978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -782982.187500 Penalty: 4326.318848
	Iteration 25Q: 3 clusters Score -782982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -782987.062500 Penalty: 4326.318848
	Iteration 26Q: 3 clusters Score -782987.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -782989.312500 Penalty: 4326.318848
	Iteration 27Q: 3 clusters Score -782989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -782993.000000 Penalty: 4326.318848
	Iteration 28Q: 3 clusters Score -782993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -782994.500000 Penalty: 4326.318848
	Iteration 29Q: 3 clusters Score -782994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -782994.937500 Penalty: 4326.318848
	Iteration 30Q: 3 clusters Score -782994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -782994.937500 Penalty: 4326.318848
	Iteration 31F: 3 clusters Score -782994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -343767.906250 Penalty: 1948.271240
	Iteration 0F: 2 clusters Score -343767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -340779.437500 Penalty: 3896.542480
	Iteration 0F: 3 clusters Score -340779.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -341316.843750 Penalty: 3896.542480
	Iteration 1F: 3 clusters Score -341316.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -341474.250000 Penalty: 3896.542480
	Iteration 2F: 3 clusters Score -341474.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -341594.000000 Penalty: 3896.542480
	Iteration 3F: 3 clusters Score -341594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -341687.718750 Penalty: 3896.542480
	Iteration 4Q: 3 clusters Score -341687.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -341756.812500 Penalty: 3896.542480
	Iteration 5Q: 3 clusters Score -341756.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -341827.937500 Penalty: 3896.542480
	Iteration 6Q: 3 clusters Score -341827.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341892.281250 Penalty: 3896.542480
	Iteration 7Q: 3 clusters Score -341892.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -341950.812500 Penalty: 3896.542480
	Iteration 8Q: 3 clusters Score -341950.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -342000.968750 Penalty: 3896.542480
	Iteration 9Q: 3 clusters Score -342001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -342036.625000 Penalty: 3896.542480
	Iteration 10Q: 3 clusters Score -342036.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -342059.875000 Penalty: 3896.542480
	Iteration 11Q: 3 clusters Score -342059.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -342081.843750 Penalty: 3896.542480
	Iteration 12Q: 3 clusters Score -342081.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -342097.156250 Penalty: 3896.542480
	Iteration 13Q: 3 clusters Score -342097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -342107.062500 Penalty: 3896.542480
	Iteration 14Q: 3 clusters Score -342107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -342115.562500 Penalty: 3896.542480
	Iteration 15Q: 3 clusters Score -342115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -342119.656250 Penalty: 3896.542480
	Iteration 16Q: 3 clusters Score -342119.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -342122.875000 Penalty: 3896.542480
	Iteration 17Q: 3 clusters Score -342122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -342126.281250 Penalty: 3896.542480
	Iteration 18Q: 3 clusters Score -342126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -342130.281250 Penalty: 3896.542480
	Iteration 19Q: 3 clusters Score -342130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -342133.593750 Penalty: 3896.542480
	Iteration 20F: 3 clusters Score -342133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -342137.281250 Penalty: 3896.542480
	Iteration 21Q: 3 clusters Score -342137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -342138.156250 Penalty: 3896.542480
	Iteration 22Q: 3 clusters Score -342138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -342139.531250 Penalty: 3896.542480
	Iteration 23Q: 3 clusters Score -342139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -342139.531250 Penalty: 3896.542480
	Iteration 24F: 3 clusters Score -342139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Entering Unmasked Estep 
Score: -15697413.000000 Penalty: 2892.415283
	Iteration 0F: 2 clusters Score -1.569741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -15619739.000000 Penalty: 5784.830566
	Iteration 0F: 3 clusters Score -1.561974e+07 nChanged 55422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -15651934.000000 Penalty: 5784.830566
	Iteration 1F: 3 clusters Score -1.565193e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -15653046.000000 Penalty: 5784.830566
	Iteration 2Q: 3 clusters Score -1.565305e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -15654696.000000 Penalty: 5784.830566
	Iteration 3Q: 3 clusters Score -1.56547e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -15657416.000000 Penalty: 5784.830566
	Iteration 4Q: 3 clusters Score -1.565742e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -15662061.000000 Penalty: 5784.830566
	Iteration 5F: 3 clusters Score -1.566206e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -15669727.000000 Penalty: 5784.830566
	Iteration 6F: 3 clusters Score -1.566973e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -15678597.000000 Penalty: 5784.830566
	Iteration 7F: 3 clusters Score -1.56786e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -15686374.000000 Penalty: 5784.830566
	Iteration 8F: 3 clusters Score -1.568637e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -15691152.000000 Penalty: 5784.830566
	Iteration 9Q: 3 clusters Score -1.569115e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15693446.000000 Penalty: 5784.830566
	Iteration 10Q: 3 clusters Score -1.569345e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115384 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15694257.000000 Penalty: 5784.830566
	Iteration 11Q: 3 clusters Score -1.569426e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -15694539.000000 Penalty: 5784.830566
	Iteration 12Q: 3 clusters Score -1.569454e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15694691.000000 Penalty: 5784.830566
	Iteration 13Q: 3 clusters Score -1.569469e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15694770.000000 Penalty: 5784.830566
	Iteration 14Q: 3 clusters Score -1.569477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15694806.000000 Penalty: 5784.830566
	Iteration 15Q: 3 clusters Score -1.569481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15694828.000000 Penalty: 5784.830566
	Iteration 16Q: 3 clusters Score -1.569483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15694848.000000 Penalty: 5784.830566
	Iteration 17Q: 3 clusters Score -1.569485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15694845.000000 Penalty: 5784.830566
	Iteration 18Q: 3 clusters Score -1.569484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15694847.000000 Penalty: 5784.830566
	Iteration 19Q: 3 clusters Score -1.569485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15694851.000000 Penalty: 5784.830566
	Iteration 20F: 3 clusters Score -1.569485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15694863.000000 Penalty: 5784.830566
	Iteration 21Q: 3 clusters Score -1.569486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15694868.000000 Penalty: 5784.830566
	Iteration 22Q: 3 clusters Score -1.569487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15694863.000000 Penalty: 5784.830566
	Iteration 23Q: 3 clusters Score -1.569486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15694865.000000 Penalty: 5784.830566
	Iteration 24Q: 3 clusters Score -1.569486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15694865.000000 Penalty: 5784.830566
	Iteration 25F: 3 clusters Score -1.569486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Entering Unmasked Estep 
Score: -22521310.000000 Penalty: 2984.094971
	Iteration 0F: 2 clusters Score -2.252131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -22411264.000000 Penalty: 5968.189941
	Iteration 0F: 3 clusters Score -2.241126e+07 nChanged 80598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -22458524.000000 Penalty: 5968.189941
	Iteration 1F: 3 clusters Score -2.245852e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -22459862.000000 Penalty: 5968.189941
	Iteration 2Q: 3 clusters Score -2.245986e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -22461534.000000 Penalty: 5968.189941
	Iteration 3Q: 3 clusters Score -2.246153e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -22464680.000000 Penalty: 5968.189941
	Iteration 4Q: 3 clusters Score -2.246468e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -22470120.000000 Penalty: 5968.189941
	Iteration 5F: 3 clusters Score -2.247012e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -22479144.000000 Penalty: 5968.189941
	Iteration 6F: 3 clusters Score -2.247914e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -22490530.000000 Penalty: 5968.189941
	Iteration 7F: 3 clusters Score -2.249053e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -22500986.000000 Penalty: 5968.189941
	Iteration 8F: 3 clusters Score -2.250099e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -22506998.000000 Penalty: 5968.189941
	Iteration 9F: 3 clusters Score -2.2507e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -22509576.000000 Penalty: 5968.189941
	Iteration 10Q: 3 clusters Score -2.250958e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131422 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -22510998.000000 Penalty: 5968.189941
	Iteration 11Q: 3 clusters Score -2.2511e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133714 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -22512140.000000 Penalty: 5968.189941
	Iteration 12Q: 3 clusters Score -2.251214e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135795 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -22513234.000000 Penalty: 5968.189941
	Iteration 13Q: 3 clusters Score -2.251323e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137910 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -22514252.000000 Penalty: 5968.189941
	Iteration 14Q: 3 clusters Score -2.251425e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -22515128.000000 Penalty: 5968.189941
	Iteration 15Q: 3 clusters Score -2.251513e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -22515806.000000 Penalty: 5968.189941
	Iteration 16Q: 3 clusters Score -2.251581e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -22516516.000000 Penalty: 5968.189941
	Iteration 17Q: 3 clusters Score -2.251652e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -22517310.000000 Penalty: 5968.189941
	Iteration 18Q: 3 clusters Score -2.251731e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -22518072.000000 Penalty: 5968.189941
	Iteration 19Q: 3 clusters Score -2.251807e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -22518714.000000 Penalty: 5968.189941
	Iteration 20F: 3 clusters Score -2.251871e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -22519342.000000 Penalty: 5968.189941
	Iteration 21Q: 3 clusters Score -2.251934e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153055 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -22519728.000000 Penalty: 5968.189941
	Iteration 22Q: 3 clusters Score -2.251973e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154273 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -22520066.000000 Penalty: 5968.189941
	Iteration 23Q: 3 clusters Score -2.252007e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -22520186.000000 Penalty: 5968.189941
	Iteration 24Q: 3 clusters Score -2.252019e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -22520308.000000 Penalty: 5968.189941
	Iteration 25Q: 3 clusters Score -2.252031e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -22520450.000000 Penalty: 5968.189941
	Iteration 26Q: 3 clusters Score -2.252045e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157411 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -22520574.000000 Penalty: 5968.189941
	Iteration 27Q: 3 clusters Score -2.252057e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -22520596.000000 Penalty: 5968.189941
	Iteration 28Q: 3 clusters Score -2.25206e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -22520636.000000 Penalty: 5968.189941
	Iteration 29Q: 3 clusters Score -2.252064e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -22520638.000000 Penalty: 5968.189941
	Iteration 30Q: 3 clusters Score -2.252064e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -22520672.000000 Penalty: 5968.189941
	Iteration 31Q: 3 clusters Score -2.252067e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -22520722.000000 Penalty: 5968.189941
	Iteration 32Q: 3 clusters Score -2.252072e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -22520704.000000 Penalty: 5968.189941
	Iteration 33Q: 3 clusters Score -2.25207e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -22520642.000000 Penalty: 5968.189941
	Iteration 34Q: 3 clusters Score -2.252064e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -22520618.000000 Penalty: 5968.189941
	Iteration 35Q: 3 clusters Score -2.252062e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160888 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -22520574.000000 Penalty: 5968.189941
	Iteration 36Q: 3 clusters Score -2.252057e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -22520542.000000 Penalty: 5968.189941
	Iteration 37Q: 3 clusters Score -2.252054e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -22520454.000000 Penalty: 5968.189941
	Iteration 38Q: 3 clusters Score -2.252045e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22520434.000000 Penalty: 5968.189941
	Iteration 39Q: 3 clusters Score -2.252043e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -22520450.000000 Penalty: 5968.189941
	Iteration 40F: 3 clusters Score -2.252045e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -22520388.000000 Penalty: 5968.189941
	Iteration 41Q: 3 clusters Score -2.252039e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -22520392.000000 Penalty: 5968.189941
	Iteration 42Q: 3 clusters Score -2.252039e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161985 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -22520388.000000 Penalty: 5968.189941
	Iteration 43Q: 3 clusters Score -2.252039e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -22520392.000000 Penalty: 5968.189941
	Iteration 44Q: 3 clusters Score -2.252039e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -22520362.000000 Penalty: 5968.189941
	Iteration 45Q: 3 clusters Score -2.252036e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162305 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -22520376.000000 Penalty: 5968.189941
	Iteration 46Q: 3 clusters Score -2.252038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -22520370.000000 Penalty: 5968.189941
	Iteration 47Q: 3 clusters Score -2.252037e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -22520376.000000 Penalty: 5968.189941
	Iteration 48Q: 3 clusters Score -2.252038e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162570 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -22520342.000000 Penalty: 5968.189941
	Iteration 49Q: 3 clusters Score -2.252034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -22520326.000000 Penalty: 5968.189941
	Iteration 50Q: 3 clusters Score -2.252033e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22520318.000000 Penalty: 5968.189941
	Iteration 51Q: 3 clusters Score -2.252032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162765 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -22520336.000000 Penalty: 5968.189941
	Iteration 52Q: 3 clusters Score -2.252034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -22520354.000000 Penalty: 5968.189941
	Iteration 53Q: 3 clusters Score -2.252035e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -22520364.000000 Penalty: 5968.189941
	Iteration 54Q: 3 clusters Score -2.252036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162891 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22520360.000000 Penalty: 5968.189941
	Iteration 55Q: 3 clusters Score -2.252036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -22520354.000000 Penalty: 5968.189941
	Iteration 56Q: 3 clusters Score -2.252035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -22520358.000000 Penalty: 5968.189941
	Iteration 57Q: 3 clusters Score -2.252036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162998 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -22520322.000000 Penalty: 5968.189941
	Iteration 58Q: 3 clusters Score -2.252032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -22520308.000000 Penalty: 5968.189941
	Iteration 59Q: 3 clusters Score -2.252031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -22520320.000000 Penalty: 5968.189941
	Iteration 60F: 3 clusters Score -2.252032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163083 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -22520324.000000 Penalty: 5968.189941
	Iteration 61Q: 3 clusters Score -2.252032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -22520318.000000 Penalty: 5968.189941
	Iteration 62Q: 3 clusters Score -2.252032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163142 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -22520298.000000 Penalty: 5968.189941
	Iteration 63Q: 3 clusters Score -2.25203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -22520284.000000 Penalty: 5968.189941
	Iteration 64Q: 3 clusters Score -2.252028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163204 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -22520250.000000 Penalty: 5968.189941
	Iteration 65Q: 3 clusters Score -2.252025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -22520254.000000 Penalty: 5968.189941
	Iteration 66Q: 3 clusters Score -2.252025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -22520250.000000 Penalty: 5968.189941
	Iteration 67Q: 3 clusters Score -2.252025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -22520254.000000 Penalty: 5968.189941
	Iteration 68Q: 3 clusters Score -2.252025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163289 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -22520270.000000 Penalty: 5968.189941
	Iteration 69Q: 3 clusters Score -2.252027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -22520252.000000 Penalty: 5968.189941
	Iteration 70Q: 3 clusters Score -2.252025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22520268.000000 Penalty: 5968.189941
	Iteration 71Q: 3 clusters Score -2.252027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163344 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -22520274.000000 Penalty: 5968.189941
	Iteration 72Q: 3 clusters Score -2.252027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -22520302.000000 Penalty: 5968.189941
	Iteration 73Q: 3 clusters Score -2.25203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163372 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22520300.000000 Penalty: 5968.189941
	Iteration 74Q: 3 clusters Score -2.25203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -22520288.000000 Penalty: 5968.189941
	Iteration 75Q: 3 clusters Score -2.252029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22520268.000000 Penalty: 5968.189941
	Iteration 76Q: 3 clusters Score -2.252027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -22520256.000000 Penalty: 5968.189941
	Iteration 77Q: 3 clusters Score -2.252026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -22520244.000000 Penalty: 5968.189941
	Iteration 78Q: 3 clusters Score -2.252024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -22520250.000000 Penalty: 5968.189941
	Iteration 79Q: 3 clusters Score -2.252025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -22520256.000000 Penalty: 5968.189941
	Iteration 80F: 3 clusters Score -2.252026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -22520250.000000 Penalty: 5968.189941
	Iteration 81Q: 3 clusters Score -2.252025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -22520232.000000 Penalty: 5968.189941
	Iteration 82Q: 3 clusters Score -2.252023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -22520222.000000 Penalty: 5968.189941
	Iteration 83Q: 3 clusters Score -2.252022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -22520220.000000 Penalty: 5968.189941
	Iteration 84Q: 3 clusters Score -2.252022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22520228.000000 Penalty: 5968.189941
	Iteration 85Q: 3 clusters Score -2.252023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -22520234.000000 Penalty: 5968.189941
	Iteration 86Q: 3 clusters Score -2.252023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -22520216.000000 Penalty: 5968.189941
	Iteration 87Q: 3 clusters Score -2.252022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -22520228.000000 Penalty: 5968.189941
	Iteration 88Q: 3 clusters Score -2.252023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -22520208.000000 Penalty: 5968.189941
	Iteration 89Q: 3 clusters Score -2.252021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -22520226.000000 Penalty: 5968.189941
	Iteration 90Q: 3 clusters Score -2.252023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -22520228.000000 Penalty: 5968.189941
	Iteration 91Q: 3 clusters Score -2.252023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -22520192.000000 Penalty: 5968.189941
	Iteration 92Q: 3 clusters Score -2.252019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163672 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -22520218.000000 Penalty: 5968.189941
	Iteration 93Q: 3 clusters Score -2.252022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -22520206.000000 Penalty: 5968.189941
	Iteration 94Q: 3 clusters Score -2.252021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -22520194.000000 Penalty: 5968.189941
	Iteration 95Q: 3 clusters Score -2.252019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -22520168.000000 Penalty: 5968.189941
	Iteration 96Q: 3 clusters Score -2.252017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -22520174.000000 Penalty: 5968.189941
	Iteration 97Q: 3 clusters Score -2.252017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -22520166.000000 Penalty: 5968.189941
	Iteration 98Q: 3 clusters Score -2.252017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -22520106.000000 Penalty: 5968.189941
	Iteration 99Q: 3 clusters Score -2.252011e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -22520132.000000 Penalty: 5968.189941
	Iteration 100F: 3 clusters Score -2.252013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -22520136.000000 Penalty: 5968.189941
	Iteration 101Q: 3 clusters Score -2.252014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -22520118.000000 Penalty: 5968.189941
	Iteration 102Q: 3 clusters Score -2.252012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22520120.000000 Penalty: 5968.189941
	Iteration 103Q: 3 clusters Score -2.252012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -22520104.000000 Penalty: 5968.189941
	Iteration 104Q: 3 clusters Score -2.25201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -22520078.000000 Penalty: 5968.189941
	Iteration 105Q: 3 clusters Score -2.252008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -22520058.000000 Penalty: 5968.189941
	Iteration 106Q: 3 clusters Score -2.252006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -22520052.000000 Penalty: 5968.189941
	Iteration 107Q: 3 clusters Score -2.252005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22520060.000000 Penalty: 5968.189941
	Iteration 108Q: 3 clusters Score -2.252006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -22520060.000000 Penalty: 5968.189941
	Iteration 109Q: 3 clusters Score -2.252006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -22520046.000000 Penalty: 5968.189941
	Iteration 110Q: 3 clusters Score -2.252005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -22520054.000000 Penalty: 5968.189941
	Iteration 111Q: 3 clusters Score -2.252005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -22520066.000000 Penalty: 5968.189941
	Iteration 112Q: 3 clusters Score -2.252007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -22520046.000000 Penalty: 5968.189941
	Iteration 113Q: 3 clusters Score -2.252005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -22520048.000000 Penalty: 5968.189941
	Iteration 114Q: 3 clusters Score -2.252005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22520070.000000 Penalty: 5968.189941
	Iteration 115Q: 3 clusters Score -2.252007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -22520072.000000 Penalty: 5968.189941
	Iteration 116Q: 3 clusters Score -2.252007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -22520056.000000 Penalty: 5968.189941
	Iteration 117Q: 3 clusters Score -2.252006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -22520034.000000 Penalty: 5968.189941
	Iteration 118Q: 3 clusters Score -2.252003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -22520054.000000 Penalty: 5968.189941
	Iteration 119Q: 3 clusters Score -2.252005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22520056.000000 Penalty: 5968.189941
	Iteration 120F: 3 clusters Score -2.252006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -22520030.000000 Penalty: 5968.189941
	Iteration 121Q: 3 clusters Score -2.252003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -22520046.000000 Penalty: 5968.189941
	Iteration 122Q: 3 clusters Score -2.252005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -22520036.000000 Penalty: 5968.189941
	Iteration 123Q: 3 clusters Score -2.252004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -22520032.000000 Penalty: 5968.189941
	Iteration 124Q: 3 clusters Score -2.252003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -22520030.000000 Penalty: 5968.189941
	Iteration 125Q: 3 clusters Score -2.252003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -22520032.000000 Penalty: 5968.189941
	Iteration 126Q: 3 clusters Score -2.252003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164330 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -22520006.000000 Penalty: 5968.189941
	Iteration 127Q: 3 clusters Score -2.252001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22520008.000000 Penalty: 5968.189941
	Iteration 128Q: 3 clusters Score -2.252001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22520008.000000 Penalty: 5968.189941
	Iteration 129F: 3 clusters Score -2.252001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Entering Unmasked Estep 
Score: -12288652.000000 Penalty: 2830.496582
	Iteration 0F: 2 clusters Score -1.228865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -12228050.000000 Penalty: 5660.993164
	Iteration 0F: 3 clusters Score -1.222805e+07 nChanged 42819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -12252417.000000 Penalty: 5660.993164
	Iteration 1F: 3 clusters Score -1.225242e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -12253047.000000 Penalty: 5660.993164
	Iteration 2Q: 3 clusters Score -1.225305e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -12253669.000000 Penalty: 5660.993164
	Iteration 3Q: 3 clusters Score -1.225367e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -12254427.000000 Penalty: 5660.993164
	Iteration 4Q: 3 clusters Score -1.225443e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -12255298.000000 Penalty: 5660.993164
	Iteration 5Q: 3 clusters Score -1.22553e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -12256612.000000 Penalty: 5660.993164
	Iteration 6Q: 3 clusters Score -1.225661e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -12258666.000000 Penalty: 5660.993164
	Iteration 7Q: 3 clusters Score -1.225867e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -12261446.000000 Penalty: 5660.993164
	Iteration 8Q: 3 clusters Score -1.226145e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -12265343.000000 Penalty: 5660.993164
	Iteration 9F: 3 clusters Score -1.226534e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -12269761.000000 Penalty: 5660.993164
	Iteration 10F: 3 clusters Score -1.226976e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -12272827.000000 Penalty: 5660.993164
	Iteration 11F: 3 clusters Score -1.227283e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -12274166.000000 Penalty: 5660.993164
	Iteration 12Q: 3 clusters Score -1.227417e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -12274640.000000 Penalty: 5660.993164
	Iteration 13Q: 3 clusters Score -1.227464e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -12274926.000000 Penalty: 5660.993164
	Iteration 14Q: 3 clusters Score -1.227493e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -12275122.000000 Penalty: 5660.993164
	Iteration 15Q: 3 clusters Score -1.227512e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -12275352.000000 Penalty: 5660.993164
	Iteration 16Q: 3 clusters Score -1.227535e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -12275479.000000 Penalty: 5660.993164
	Iteration 17Q: 3 clusters Score -1.227548e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -12275641.000000 Penalty: 5660.993164
	Iteration 18Q: 3 clusters Score -1.227564e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -12275760.000000 Penalty: 5660.993164
	Iteration 19Q: 3 clusters Score -1.227576e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -12275931.000000 Penalty: 5660.993164
	Iteration 20F: 3 clusters Score -1.227593e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -12276092.000000 Penalty: 5660.993164
	Iteration 21Q: 3 clusters Score -1.227609e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -12276181.000000 Penalty: 5660.993164
	Iteration 22Q: 3 clusters Score -1.227618e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -12276360.000000 Penalty: 5660.993164
	Iteration 23Q: 3 clusters Score -1.227636e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -12276436.000000 Penalty: 5660.993164
	Iteration 24Q: 3 clusters Score -1.227644e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -12276548.000000 Penalty: 5660.993164
	Iteration 25Q: 3 clusters Score -1.227655e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -12276657.000000 Penalty: 5660.993164
	Iteration 26Q: 3 clusters Score -1.227666e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -12276720.000000 Penalty: 5660.993164
	Iteration 27Q: 3 clusters Score -1.227672e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -12276834.000000 Penalty: 5660.993164
	Iteration 28Q: 3 clusters Score -1.227683e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -12276849.000000 Penalty: 5660.993164
	Iteration 29Q: 3 clusters Score -1.227685e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -12276863.000000 Penalty: 5660.993164
	Iteration 30Q: 3 clusters Score -1.227686e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -12276941.000000 Penalty: 5660.993164
	Iteration 31Q: 3 clusters Score -1.227694e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -12277016.000000 Penalty: 5660.993164
	Iteration 32Q: 3 clusters Score -1.227702e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -12277096.000000 Penalty: 5660.993164
	Iteration 33Q: 3 clusters Score -1.22771e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -12277187.000000 Penalty: 5660.993164
	Iteration 34Q: 3 clusters Score -1.227719e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -12277303.000000 Penalty: 5660.993164
	Iteration 35Q: 3 clusters Score -1.22773e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -12277378.000000 Penalty: 5660.993164
	Iteration 36Q: 3 clusters Score -1.227738e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -12277498.000000 Penalty: 5660.993164
	Iteration 37Q: 3 clusters Score -1.22775e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -12277575.000000 Penalty: 5660.993164
	Iteration 38Q: 3 clusters Score -1.227758e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -12277704.000000 Penalty: 5660.993164
	Iteration 39Q: 3 clusters Score -1.22777e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -12277841.000000 Penalty: 5660.993164
	Iteration 40F: 3 clusters Score -1.227784e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -12277940.000000 Penalty: 5660.993164
	Iteration 41Q: 3 clusters Score -1.227794e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -12278114.000000 Penalty: 5660.993164
	Iteration 42Q: 3 clusters Score -1.227811e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -12278245.000000 Penalty: 5660.993164
	Iteration 43Q: 3 clusters Score -1.227824e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -12278361.000000 Penalty: 5660.993164
	Iteration 44Q: 3 clusters Score -1.227836e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -12278538.000000 Penalty: 5660.993164
	Iteration 45Q: 3 clusters Score -1.227854e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -12278802.000000 Penalty: 5660.993164
	Iteration 46Q: 3 clusters Score -1.22788e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -12279101.000000 Penalty: 5660.993164
	Iteration 47Q: 3 clusters Score -1.22791e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -12279282.000000 Penalty: 5660.993164
	Iteration 48Q: 3 clusters Score -1.227928e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -12279471.000000 Penalty: 5660.993164
	Iteration 49Q: 3 clusters Score -1.227947e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -12279719.000000 Penalty: 5660.993164
	Iteration 50Q: 3 clusters Score -1.227972e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -12280134.000000 Penalty: 5660.993164
	Iteration 51Q: 3 clusters Score -1.228013e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -12280399.000000 Penalty: 5660.993164
	Iteration 52Q: 3 clusters Score -1.22804e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -12280676.000000 Penalty: 5660.993164
	Iteration 53Q: 3 clusters Score -1.228068e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -12280972.000000 Penalty: 5660.993164
	Iteration 54Q: 3 clusters Score -1.228097e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -12281411.000000 Penalty: 5660.993164
	Iteration 55Q: 3 clusters Score -1.228141e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -12281753.000000 Penalty: 5660.993164
	Iteration 56Q: 3 clusters Score -1.228175e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -12282125.000000 Penalty: 5660.993164
	Iteration 57Q: 3 clusters Score -1.228212e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -12282559.000000 Penalty: 5660.993164
	Iteration 58Q: 3 clusters Score -1.228256e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -12282844.000000 Penalty: 5660.993164
	Iteration 59Q: 3 clusters Score -1.228284e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -12283252.000000 Penalty: 5660.993164
	Iteration 60F: 3 clusters Score -1.228325e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -12283632.000000 Penalty: 5660.993164
	Iteration 61Q: 3 clusters Score -1.228363e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -12283980.000000 Penalty: 5660.993164
	Iteration 62Q: 3 clusters Score -1.228398e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -12284254.000000 Penalty: 5660.993164
	Iteration 63Q: 3 clusters Score -1.228425e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -12284564.000000 Penalty: 5660.993164
	Iteration 64Q: 3 clusters Score -1.228456e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -12284823.000000 Penalty: 5660.993164
	Iteration 65Q: 3 clusters Score -1.228482e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -12285059.000000 Penalty: 5660.993164
	Iteration 66Q: 3 clusters Score -1.228506e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -12285292.000000 Penalty: 5660.993164
	Iteration 67Q: 3 clusters Score -1.228529e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -12285439.000000 Penalty: 5660.993164
	Iteration 68Q: 3 clusters Score -1.228544e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -12285593.000000 Penalty: 5660.993164
	Iteration 69Q: 3 clusters Score -1.228559e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12285680.000000 Penalty: 5660.993164
	Iteration 70Q: 3 clusters Score -1.228568e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12285767.000000 Penalty: 5660.993164
	Iteration 71Q: 3 clusters Score -1.228577e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12285849.000000 Penalty: 5660.993164
	Iteration 72Q: 3 clusters Score -1.228585e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12285868.000000 Penalty: 5660.993164
	Iteration 73Q: 3 clusters Score -1.228587e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12285936.000000 Penalty: 5660.993164
	Iteration 74Q: 3 clusters Score -1.228594e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12285971.000000 Penalty: 5660.993164
	Iteration 75Q: 3 clusters Score -1.228597e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12286007.000000 Penalty: 5660.993164
	Iteration 76Q: 3 clusters Score -1.228601e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12286026.000000 Penalty: 5660.993164
	Iteration 77Q: 3 clusters Score -1.228603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12286040.000000 Penalty: 5660.993164
	Iteration 78Q: 3 clusters Score -1.228604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12286060.000000 Penalty: 5660.993164
	Iteration 79Q: 3 clusters Score -1.228606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12286070.000000 Penalty: 5660.993164
	Iteration 80F: 3 clusters Score -1.228607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12286090.000000 Penalty: 5660.993164
	Iteration 81Q: 3 clusters Score -1.228609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12286098.000000 Penalty: 5660.993164
	Iteration 82Q: 3 clusters Score -1.22861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12286104.000000 Penalty: 5660.993164
	Iteration 83Q: 3 clusters Score -1.22861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12286123.000000 Penalty: 5660.993164
	Iteration 84Q: 3 clusters Score -1.228612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12286153.000000 Penalty: 5660.993164
	Iteration 85Q: 3 clusters Score -1.228615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12286160.000000 Penalty: 5660.993164
	Iteration 86Q: 3 clusters Score -1.228616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12286165.000000 Penalty: 5660.993164
	Iteration 87Q: 3 clusters Score -1.228616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12286170.000000 Penalty: 5660.993164
	Iteration 88Q: 3 clusters Score -1.228617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12286176.000000 Penalty: 5660.993164
	Iteration 89Q: 3 clusters Score -1.228618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12286178.000000 Penalty: 5660.993164
	Iteration 90Q: 3 clusters Score -1.228618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12286191.000000 Penalty: 5660.993164
	Iteration 91Q: 3 clusters Score -1.228619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12286192.000000 Penalty: 5660.993164
	Iteration 92Q: 3 clusters Score -1.228619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12286190.000000 Penalty: 5660.993164
	Iteration 93Q: 3 clusters Score -1.228619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -12286198.000000 Penalty: 5660.993164
	Iteration 94Q: 3 clusters Score -1.22862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12286200.000000 Penalty: 5660.993164
	Iteration 95Q: 3 clusters Score -1.22862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12286209.000000 Penalty: 5660.993164
	Iteration 96Q: 3 clusters Score -1.228621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12286200.000000 Penalty: 5660.993164
	Iteration 97Q: 3 clusters Score -1.22862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12286207.000000 Penalty: 5660.993164
	Iteration 98Q: 3 clusters Score -1.228621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12286206.000000 Penalty: 5660.993164
	Iteration 99Q: 3 clusters Score -1.228621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12286206.000000 Penalty: 5660.993164
	Iteration 100F: 3 clusters Score -1.228621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Entering Unmasked Estep 
Score: -10748881.000000 Penalty: 2796.887695
	Iteration 0F: 2 clusters Score -1.074888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -10695960.000000 Penalty: 5593.775391
	Iteration 0F: 3 clusters Score -1.069596e+07 nChanged 37135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -10716607.000000 Penalty: 5593.775391
	Iteration 1F: 3 clusters Score -1.071661e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -10717298.000000 Penalty: 5593.775391
	Iteration 2Q: 3 clusters Score -1.07173e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -10718019.000000 Penalty: 5593.775391
	Iteration 3Q: 3 clusters Score -1.071802e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -10718934.000000 Penalty: 5593.775391
	Iteration 4Q: 3 clusters Score -1.071893e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -10720281.000000 Penalty: 5593.775391
	Iteration 5Q: 3 clusters Score -1.072028e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -10722580.000000 Penalty: 5593.775391
	Iteration 6F: 3 clusters Score -1.072258e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -10726591.000000 Penalty: 5593.775391
	Iteration 7F: 3 clusters Score -1.072659e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -10732489.000000 Penalty: 5593.775391
	Iteration 8F: 3 clusters Score -1.073249e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -10738491.000000 Penalty: 5593.775391
	Iteration 9F: 3 clusters Score -1.073849e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -10742937.000000 Penalty: 5593.775391
	Iteration 10F: 3 clusters Score -1.074294e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -10745189.000000 Penalty: 5593.775391
	Iteration 11Q: 3 clusters Score -1.074519e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -10745926.000000 Penalty: 5593.775391
	Iteration 12Q: 3 clusters Score -1.074593e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -10746156.000000 Penalty: 5593.775391
	Iteration 13Q: 3 clusters Score -1.074616e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -10746277.000000 Penalty: 5593.775391
	Iteration 14Q: 3 clusters Score -1.074628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -10746342.000000 Penalty: 5593.775391
	Iteration 15Q: 3 clusters Score -1.074634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -10746387.000000 Penalty: 5593.775391
	Iteration 16Q: 3 clusters Score -1.074639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -10746422.000000 Penalty: 5593.775391
	Iteration 17Q: 3 clusters Score -1.074642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -10746429.000000 Penalty: 5593.775391
	Iteration 18Q: 3 clusters Score -1.074643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -10746451.000000 Penalty: 5593.775391
	Iteration 19Q: 3 clusters Score -1.074645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -10746459.000000 Penalty: 5593.775391
	Iteration 20F: 3 clusters Score -1.074646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -10746456.000000 Penalty: 5593.775391
	Iteration 21Q: 3 clusters Score -1.074646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -10746463.000000 Penalty: 5593.775391
	Iteration 22Q: 3 clusters Score -1.074646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -10746460.000000 Penalty: 5593.775391
	Iteration 23Q: 3 clusters Score -1.074646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -10746458.000000 Penalty: 5593.775391
	Iteration 24Q: 3 clusters Score -1.074646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -10746459.000000 Penalty: 5593.775391
	Iteration 25Q: 3 clusters Score -1.074646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -10746460.000000 Penalty: 5593.775391
	Iteration 26Q: 3 clusters Score -1.074646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -10746460.000000 Penalty: 5593.775391
	Iteration 27F: 3 clusters Score -1.074646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37337.988281 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37337.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37517.269531 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37517.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37633.828125 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37633.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37707.324219 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37707.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37779.906250 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37779.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37873.617188 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37873.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37952.593750 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37952.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38015.906250 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38015.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38057.843750 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38057.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38086.843750 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38086.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38143.660156 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38143.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38238.835938 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38238.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38265.496094 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38265.496094 Penalty: 2911.171387
	Iteration 13F: 3 clusters Score -38265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Entering Unmasked Estep 
Score: -2666914.500000 Penalty: 2468.188477
	Iteration 0F: 2 clusters Score -2666914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2652203.500000 Penalty: 4936.376953
	Iteration 0F: 3 clusters Score -2652204 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2657323.000000 Penalty: 4936.376953
	Iteration 1F: 3 clusters Score -2657323 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2657976.500000 Penalty: 4936.376953
	Iteration 2F: 3 clusters Score -2657976 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2658697.500000 Penalty: 4936.376953
	Iteration 3F: 3 clusters Score -2658698 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2659504.000000 Penalty: 4936.376953
	Iteration 4F: 3 clusters Score -2659504 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2660553.750000 Penalty: 4936.376953
	Iteration 5F: 3 clusters Score -2660554 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2661914.750000 Penalty: 4936.376953
	Iteration 6F: 3 clusters Score -2661915 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2663427.250000 Penalty: 4936.376953
	Iteration 7F: 3 clusters Score -2663427 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2664730.250000 Penalty: 4936.376953
	Iteration 8F: 3 clusters Score -2664730 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2665646.500000 Penalty: 4936.376953
	Iteration 9Q: 3 clusters Score -2665646 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2666197.500000 Penalty: 4936.376953
	Iteration 10Q: 3 clusters Score -2666198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2666479.500000 Penalty: 4936.376953
	Iteration 11Q: 3 clusters Score -2666480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2666670.500000 Penalty: 4936.376953
	Iteration 12Q: 3 clusters Score -2666670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2666875.250000 Penalty: 4936.376953
	Iteration 13Q: 3 clusters Score -2666875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2667034.250000 Penalty: 4936.376953
	Iteration 14Q: 3 clusters Score -2667034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2667060.750000 Penalty: 4936.376953
	Iteration 15Q: 3 clusters Score -2667061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2667069.250000 Penalty: 4936.376953
	Iteration 16Q: 3 clusters Score -2667069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2667075.000000 Penalty: 4936.376953
	Iteration 17Q: 3 clusters Score -2667075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2667074.750000 Penalty: 4936.376953
	Iteration 18Q: 3 clusters Score -2667075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2667074.000000 Penalty: 4936.376953
	Iteration 19Q: 3 clusters Score -2667074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2667074.000000 Penalty: 4936.376953
	Iteration 20F: 3 clusters Score -2667074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185732 members 
Mstep: Class 5 contains 147608 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 63652 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144937 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116188 members 
Mstep: Class 14 contains 20201 members 
Mstep: Class 15 contains 168155 members 
Mstep: Class 16 contains 90517 members 
Mstep: Class 17 contains 79045 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 801 members 
Mstep: Class 20 contains 151633 members 
Mstep: Class 21 contains 120752 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
Score: -180356240.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180357264.000000 to -180356240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (151633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Entering Unmasked Estep 
Score: -20321724.000000 Penalty: 2958.446045
	Iteration 0F: 2 clusters Score -2.032172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -20221944.000000 Penalty: 5916.892090
	Iteration 0F: 3 clusters Score -2.022194e+07 nChanged 72539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -20266008.000000 Penalty: 5916.892090
	Iteration 1F: 3 clusters Score -2.026601e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -20268542.000000 Penalty: 5916.892090
	Iteration 2Q: 3 clusters Score -2.026854e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -20271920.000000 Penalty: 5916.892090
	Iteration 3Q: 3 clusters Score -2.027192e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -20276202.000000 Penalty: 5916.892090
	Iteration 4F: 3 clusters Score -2.02762e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -20281054.000000 Penalty: 5916.892090
	Iteration 5F: 3 clusters Score -2.028105e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -20286980.000000 Penalty: 5916.892090
	Iteration 6F: 3 clusters Score -2.028698e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -20292808.000000 Penalty: 5916.892090
	Iteration 7F: 3 clusters Score -2.029281e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -20298052.000000 Penalty: 5916.892090
	Iteration 8F: 3 clusters Score -2.029805e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -20301840.000000 Penalty: 5916.892090
	Iteration 9Q: 3 clusters Score -2.030184e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -20303752.000000 Penalty: 5916.892090
	Iteration 10Q: 3 clusters Score -2.030375e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -20304646.000000 Penalty: 5916.892090
	Iteration 11Q: 3 clusters Score -2.030465e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -20305164.000000 Penalty: 5916.892090
	Iteration 12Q: 3 clusters Score -2.030516e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -20305730.000000 Penalty: 5916.892090
	Iteration 13Q: 3 clusters Score -2.030573e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -20306144.000000 Penalty: 5916.892090
	Iteration 14Q: 3 clusters Score -2.030614e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -20306480.000000 Penalty: 5916.892090
	Iteration 15Q: 3 clusters Score -2.030648e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -20306868.000000 Penalty: 5916.892090
	Iteration 16Q: 3 clusters Score -2.030687e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -20307372.000000 Penalty: 5916.892090
	Iteration 17Q: 3 clusters Score -2.030737e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -20307732.000000 Penalty: 5916.892090
	Iteration 18Q: 3 clusters Score -2.030773e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -20308064.000000 Penalty: 5916.892090
	Iteration 19Q: 3 clusters Score -2.030806e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -20308494.000000 Penalty: 5916.892090
	Iteration 20F: 3 clusters Score -2.030849e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -20308936.000000 Penalty: 5916.892090
	Iteration 21Q: 3 clusters Score -2.030894e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -20309374.000000 Penalty: 5916.892090
	Iteration 22Q: 3 clusters Score -2.030937e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -20309718.000000 Penalty: 5916.892090
	Iteration 23Q: 3 clusters Score -2.030972e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -20310386.000000 Penalty: 5916.892090
	Iteration 24Q: 3 clusters Score -2.031039e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -20310852.000000 Penalty: 5916.892090
	Iteration 25Q: 3 clusters Score -2.031085e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -20311254.000000 Penalty: 5916.892090
	Iteration 26Q: 3 clusters Score -2.031125e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116359 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -20311750.000000 Penalty: 5916.892090
	Iteration 27Q: 3 clusters Score -2.031175e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -20312192.000000 Penalty: 5916.892090
	Iteration 28Q: 3 clusters Score -2.031219e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119622 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -20312688.000000 Penalty: 5916.892090
	Iteration 29Q: 3 clusters Score -2.031269e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -20313168.000000 Penalty: 5916.892090
	Iteration 30Q: 3 clusters Score -2.031317e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -20313636.000000 Penalty: 5916.892090
	Iteration 31Q: 3 clusters Score -2.031364e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -20314072.000000 Penalty: 5916.892090
	Iteration 32Q: 3 clusters Score -2.031407e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -20314508.000000 Penalty: 5916.892090
	Iteration 33Q: 3 clusters Score -2.031451e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -20314916.000000 Penalty: 5916.892090
	Iteration 34Q: 3 clusters Score -2.031492e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -20315382.000000 Penalty: 5916.892090
	Iteration 35Q: 3 clusters Score -2.031538e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130887 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -20315818.000000 Penalty: 5916.892090
	Iteration 36Q: 3 clusters Score -2.031582e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -20316258.000000 Penalty: 5916.892090
	Iteration 37Q: 3 clusters Score -2.031626e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133790 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -20316760.000000 Penalty: 5916.892090
	Iteration 38Q: 3 clusters Score -2.031676e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -20317144.000000 Penalty: 5916.892090
	Iteration 39Q: 3 clusters Score -2.031714e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136317 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -20317514.000000 Penalty: 5916.892090
	Iteration 40F: 3 clusters Score -2.031751e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -20317886.000000 Penalty: 5916.892090
	Iteration 41Q: 3 clusters Score -2.031789e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -20318164.000000 Penalty: 5916.892090
	Iteration 42Q: 3 clusters Score -2.031816e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -20318518.000000 Penalty: 5916.892090
	Iteration 43Q: 3 clusters Score -2.031852e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -20318786.000000 Penalty: 5916.892090
	Iteration 44Q: 3 clusters Score -2.031879e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -20319098.000000 Penalty: 5916.892090
	Iteration 45Q: 3 clusters Score -2.03191e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -20319224.000000 Penalty: 5916.892090
	Iteration 46Q: 3 clusters Score -2.031922e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -20319358.000000 Penalty: 5916.892090
	Iteration 47Q: 3 clusters Score -2.031936e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143009 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -20319458.000000 Penalty: 5916.892090
	Iteration 48Q: 3 clusters Score -2.031946e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -20319514.000000 Penalty: 5916.892090
	Iteration 49Q: 3 clusters Score -2.031951e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -20319564.000000 Penalty: 5916.892090
	Iteration 50Q: 3 clusters Score -2.031956e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144310 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -20319612.000000 Penalty: 5916.892090
	Iteration 51Q: 3 clusters Score -2.031961e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144660 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -20319654.000000 Penalty: 5916.892090
	Iteration 52Q: 3 clusters Score -2.031965e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -20319704.000000 Penalty: 5916.892090
	Iteration 53Q: 3 clusters Score -2.03197e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -20319732.000000 Penalty: 5916.892090
	Iteration 54Q: 3 clusters Score -2.031973e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -20319764.000000 Penalty: 5916.892090
	Iteration 55Q: 3 clusters Score -2.031976e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -20319834.000000 Penalty: 5916.892090
	Iteration 56Q: 3 clusters Score -2.031983e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -20319838.000000 Penalty: 5916.892090
	Iteration 57Q: 3 clusters Score -2.031984e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145994 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -20319848.000000 Penalty: 5916.892090
	Iteration 58Q: 3 clusters Score -2.031985e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -20319876.000000 Penalty: 5916.892090
	Iteration 59Q: 3 clusters Score -2.031988e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146274 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -20319880.000000 Penalty: 5916.892090
	Iteration 60F: 3 clusters Score -2.031988e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146401 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -20319904.000000 Penalty: 5916.892090
	Iteration 61Q: 3 clusters Score -2.03199e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146513 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -20319862.000000 Penalty: 5916.892090
	Iteration 62Q: 3 clusters Score -2.031986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -20319888.000000 Penalty: 5916.892090
	Iteration 63Q: 3 clusters Score -2.031989e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -20319938.000000 Penalty: 5916.892090
	Iteration 64Q: 3 clusters Score -2.031994e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -20319922.000000 Penalty: 5916.892090
	Iteration 65Q: 3 clusters Score -2.031992e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -20319982.000000 Penalty: 5916.892090
	Iteration 66Q: 3 clusters Score -2.031998e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -20319968.000000 Penalty: 5916.892090
	Iteration 67Q: 3 clusters Score -2.031997e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -20319952.000000 Penalty: 5916.892090
	Iteration 68Q: 3 clusters Score -2.031995e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -20319958.000000 Penalty: 5916.892090
	Iteration 69Q: 3 clusters Score -2.031996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -20319934.000000 Penalty: 5916.892090
	Iteration 70Q: 3 clusters Score -2.031993e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -20319954.000000 Penalty: 5916.892090
	Iteration 71Q: 3 clusters Score -2.031995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -20319950.000000 Penalty: 5916.892090
	Iteration 72Q: 3 clusters Score -2.031995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147388 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -20319924.000000 Penalty: 5916.892090
	Iteration 73Q: 3 clusters Score -2.031992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147437 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -20319918.000000 Penalty: 5916.892090
	Iteration 74Q: 3 clusters Score -2.031992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147490 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -20319910.000000 Penalty: 5916.892090
	Iteration 75Q: 3 clusters Score -2.031991e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -20319902.000000 Penalty: 5916.892090
	Iteration 76Q: 3 clusters Score -2.03199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147571 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20319898.000000 Penalty: 5916.892090
	Iteration 77Q: 3 clusters Score -2.03199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -20319898.000000 Penalty: 5916.892090
	Iteration 78Q: 3 clusters Score -2.03199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -20319900.000000 Penalty: 5916.892090
	Iteration 79Q: 3 clusters Score -2.03199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -20319886.000000 Penalty: 5916.892090
	Iteration 80F: 3 clusters Score -2.031989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20319908.000000 Penalty: 5916.892090
	Iteration 81Q: 3 clusters Score -2.031991e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -20319930.000000 Penalty: 5916.892090
	Iteration 82Q: 3 clusters Score -2.031993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -20319884.000000 Penalty: 5916.892090
	Iteration 83Q: 3 clusters Score -2.031988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147804 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -20319894.000000 Penalty: 5916.892090
	Iteration 84Q: 3 clusters Score -2.031989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20319910.000000 Penalty: 5916.892090
	Iteration 85Q: 3 clusters Score -2.031991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -20319936.000000 Penalty: 5916.892090
	Iteration 86Q: 3 clusters Score -2.031994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -20319924.000000 Penalty: 5916.892090
	Iteration 87Q: 3 clusters Score -2.031992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -20319924.000000 Penalty: 5916.892090
	Iteration 88Q: 3 clusters Score -2.031992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147933 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -20319926.000000 Penalty: 5916.892090
	Iteration 89Q: 3 clusters Score -2.031993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -20319960.000000 Penalty: 5916.892090
	Iteration 90Q: 3 clusters Score -2.031996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20319940.000000 Penalty: 5916.892090
	Iteration 91Q: 3 clusters Score -2.031994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -20319944.000000 Penalty: 5916.892090
	Iteration 92Q: 3 clusters Score -2.031994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -20319960.000000 Penalty: 5916.892090
	Iteration 93Q: 3 clusters Score -2.031996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148043 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -20319970.000000 Penalty: 5916.892090
	Iteration 94Q: 3 clusters Score -2.031997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20319980.000000 Penalty: 5916.892090
	Iteration 95Q: 3 clusters Score -2.031998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148086 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20319968.000000 Penalty: 5916.892090
	Iteration 96Q: 3 clusters Score -2.031997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -20319982.000000 Penalty: 5916.892090
	Iteration 97Q: 3 clusters Score -2.031998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20319992.000000 Penalty: 5916.892090
	Iteration 98Q: 3 clusters Score -2.031999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -20319996.000000 Penalty: 5916.892090
	Iteration 99Q: 3 clusters Score -2.032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -20320002.000000 Penalty: 5916.892090
	Iteration 100F: 3 clusters Score -2.032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -20319986.000000 Penalty: 5916.892090
	Iteration 101Q: 3 clusters Score -2.031999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20319994.000000 Penalty: 5916.892090
	Iteration 102Q: 3 clusters Score -2.031999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148192 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -20320016.000000 Penalty: 5916.892090
	Iteration 103Q: 3 clusters Score -2.032002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148205 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20319990.000000 Penalty: 5916.892090
	Iteration 104Q: 3 clusters Score -2.031999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -20320002.000000 Penalty: 5916.892090
	Iteration 105Q: 3 clusters Score -2.032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20320000.000000 Penalty: 5916.892090
	Iteration 106Q: 3 clusters Score -2.032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -20320010.000000 Penalty: 5916.892090
	Iteration 107Q: 3 clusters Score -2.032001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -20320020.000000 Penalty: 5916.892090
	Iteration 108Q: 3 clusters Score -2.032002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -20320008.000000 Penalty: 5916.892090
	Iteration 109Q: 3 clusters Score -2.032001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20320000.000000 Penalty: 5916.892090
	Iteration 110Q: 3 clusters Score -2.032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -20319992.000000 Penalty: 5916.892090
	Iteration 111Q: 3 clusters Score -2.031999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20320012.000000 Penalty: 5916.892090
	Iteration 112Q: 3 clusters Score -2.032001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -20320012.000000 Penalty: 5916.892090
	Iteration 113Q: 3 clusters Score -2.032001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20319994.000000 Penalty: 5916.892090
	Iteration 114Q: 3 clusters Score -2.031999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20320000.000000 Penalty: 5916.892090
	Iteration 115Q: 3 clusters Score -2.032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20320016.000000 Penalty: 5916.892090
	Iteration 116Q: 3 clusters Score -2.032002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -20320014.000000 Penalty: 5916.892090
	Iteration 117Q: 3 clusters Score -2.032001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -20320014.000000 Penalty: 5916.892090
	Iteration 118Q: 3 clusters Score -2.032001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148312 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -20320006.000000 Penalty: 5916.892090
	Iteration 119Q: 3 clusters Score -2.032001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20320032.000000 Penalty: 5916.892090
	Iteration 120F: 3 clusters Score -2.032003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20320020.000000 Penalty: 5916.892090
	Iteration 121Q: 3 clusters Score -2.032002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -20320026.000000 Penalty: 5916.892090
	Iteration 122Q: 3 clusters Score -2.032003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20320022.000000 Penalty: 5916.892090
	Iteration 123Q: 3 clusters Score -2.032002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20320022.000000 Penalty: 5916.892090
	Iteration 124F: 3 clusters Score -2.032002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Entering Unmasked Estep 
Score: -16273876.000000 Penalty: 2901.970459
	Iteration 0F: 2 clusters Score -1.627388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -16193056.000000 Penalty: 5803.940918
	Iteration 0F: 3 clusters Score -1.619306e+07 nChanged 57458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -16226238.000000 Penalty: 5803.940918
	Iteration 1F: 3 clusters Score -1.622624e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -16226857.000000 Penalty: 5803.940918
	Iteration 2Q: 3 clusters Score -1.622686e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -16227505.000000 Penalty: 5803.940918
	Iteration 3Q: 3 clusters Score -1.62275e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -16228209.000000 Penalty: 5803.940918
	Iteration 4Q: 3 clusters Score -1.622821e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -16229173.000000 Penalty: 5803.940918
	Iteration 5Q: 3 clusters Score -1.622917e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -16230394.000000 Penalty: 5803.940918
	Iteration 6Q: 3 clusters Score -1.623039e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -16232263.000000 Penalty: 5803.940918
	Iteration 7Q: 3 clusters Score -1.623226e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -16234605.000000 Penalty: 5803.940918
	Iteration 8Q: 3 clusters Score -1.62346e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -16237619.000000 Penalty: 5803.940918
	Iteration 9Q: 3 clusters Score -1.623762e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -16241876.000000 Penalty: 5803.940918
	Iteration 10F: 3 clusters Score -1.624188e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -16246863.000000 Penalty: 5803.940918
	Iteration 11F: 3 clusters Score -1.624686e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -16251009.000000 Penalty: 5803.940918
	Iteration 12F: 3 clusters Score -1.625101e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -16253426.000000 Penalty: 5803.940918
	Iteration 13Q: 3 clusters Score -1.625343e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -16254463.000000 Penalty: 5803.940918
	Iteration 14Q: 3 clusters Score -1.625446e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -16254954.000000 Penalty: 5803.940918
	Iteration 15Q: 3 clusters Score -1.625495e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -16255369.000000 Penalty: 5803.940918
	Iteration 16Q: 3 clusters Score -1.625537e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -16255764.000000 Penalty: 5803.940918
	Iteration 17Q: 3 clusters Score -1.625576e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -16256221.000000 Penalty: 5803.940918
	Iteration 18Q: 3 clusters Score -1.625622e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -16256660.000000 Penalty: 5803.940918
	Iteration 19Q: 3 clusters Score -1.625666e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -16257107.000000 Penalty: 5803.940918
	Iteration 20F: 3 clusters Score -1.625711e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -16257580.000000 Penalty: 5803.940918
	Iteration 21Q: 3 clusters Score -1.625758e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -16257925.000000 Penalty: 5803.940918
	Iteration 22Q: 3 clusters Score -1.625792e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -16258448.000000 Penalty: 5803.940918
	Iteration 23Q: 3 clusters Score -1.625845e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -16258991.000000 Penalty: 5803.940918
	Iteration 24Q: 3 clusters Score -1.625899e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -16259554.000000 Penalty: 5803.940918
	Iteration 25Q: 3 clusters Score -1.625955e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -16260136.000000 Penalty: 5803.940918
	Iteration 26Q: 3 clusters Score -1.626014e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -16260726.000000 Penalty: 5803.940918
	Iteration 27Q: 3 clusters Score -1.626073e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -16261148.000000 Penalty: 5803.940918
	Iteration 28Q: 3 clusters Score -1.626115e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -16261727.000000 Penalty: 5803.940918
	Iteration 29Q: 3 clusters Score -1.626173e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -16262305.000000 Penalty: 5803.940918
	Iteration 30Q: 3 clusters Score -1.62623e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -16262849.000000 Penalty: 5803.940918
	Iteration 31Q: 3 clusters Score -1.626285e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -16263559.000000 Penalty: 5803.940918
	Iteration 32Q: 3 clusters Score -1.626356e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -16264184.000000 Penalty: 5803.940918
	Iteration 33Q: 3 clusters Score -1.626418e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -16264859.000000 Penalty: 5803.940918
	Iteration 34Q: 3 clusters Score -1.626486e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -16265533.000000 Penalty: 5803.940918
	Iteration 35Q: 3 clusters Score -1.626553e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -16266053.000000 Penalty: 5803.940918
	Iteration 36Q: 3 clusters Score -1.626605e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -16266625.000000 Penalty: 5803.940918
	Iteration 37Q: 3 clusters Score -1.626662e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -16267139.000000 Penalty: 5803.940918
	Iteration 38Q: 3 clusters Score -1.626714e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -16267640.000000 Penalty: 5803.940918
	Iteration 39Q: 3 clusters Score -1.626764e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -16268126.000000 Penalty: 5803.940918
	Iteration 40F: 3 clusters Score -1.626813e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -16268574.000000 Penalty: 5803.940918
	Iteration 41Q: 3 clusters Score -1.626857e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 110290 members 
Entering Unmasked Estep 
Score: -16269039.000000 Penalty: 5803.940918
	Iteration 42Q: 3 clusters Score -1.626904e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -16269487.000000 Penalty: 5803.940918
	Iteration 43Q: 3 clusters Score -1.626949e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -16269820.000000 Penalty: 5803.940918
	Iteration 44Q: 3 clusters Score -1.626982e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -16270113.000000 Penalty: 5803.940918
	Iteration 45Q: 3 clusters Score -1.627011e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -16270421.000000 Penalty: 5803.940918
	Iteration 46Q: 3 clusters Score -1.627042e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -16270581.000000 Penalty: 5803.940918
	Iteration 47Q: 3 clusters Score -1.627058e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -16270768.000000 Penalty: 5803.940918
	Iteration 48Q: 3 clusters Score -1.627077e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -16270917.000000 Penalty: 5803.940918
	Iteration 49Q: 3 clusters Score -1.627092e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -16271061.000000 Penalty: 5803.940918
	Iteration 50Q: 3 clusters Score -1.627106e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -16271189.000000 Penalty: 5803.940918
	Iteration 51Q: 3 clusters Score -1.627119e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -16271318.000000 Penalty: 5803.940918
	Iteration 52Q: 3 clusters Score -1.627132e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -16271418.000000 Penalty: 5803.940918
	Iteration 53Q: 3 clusters Score -1.627142e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -16271492.000000 Penalty: 5803.940918
	Iteration 54Q: 3 clusters Score -1.627149e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -16271543.000000 Penalty: 5803.940918
	Iteration 55Q: 3 clusters Score -1.627154e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -16271618.000000 Penalty: 5803.940918
	Iteration 56Q: 3 clusters Score -1.627162e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -16271660.000000 Penalty: 5803.940918
	Iteration 57Q: 3 clusters Score -1.627166e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -16271700.000000 Penalty: 5803.940918
	Iteration 58Q: 3 clusters Score -1.62717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -16271724.000000 Penalty: 5803.940918
	Iteration 59Q: 3 clusters Score -1.627172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -16271725.000000 Penalty: 5803.940918
	Iteration 60F: 3 clusters Score -1.627172e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -16271737.000000 Penalty: 5803.940918
	Iteration 61Q: 3 clusters Score -1.627174e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -16271761.000000 Penalty: 5803.940918
	Iteration 62Q: 3 clusters Score -1.627176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -16271781.000000 Penalty: 5803.940918
	Iteration 63Q: 3 clusters Score -1.627178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 118603 members 
Entering Unmasked Estep 
Score: -16271761.000000 Penalty: 5803.940918
	Iteration 64Q: 3 clusters Score -1.627176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -16271797.000000 Penalty: 5803.940918
	Iteration 65Q: 3 clusters Score -1.62718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -16271786.000000 Penalty: 5803.940918
	Iteration 66Q: 3 clusters Score -1.627179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -16271801.000000 Penalty: 5803.940918
	Iteration 67Q: 3 clusters Score -1.62718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -16271808.000000 Penalty: 5803.940918
	Iteration 68Q: 3 clusters Score -1.627181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -16271808.000000 Penalty: 5803.940918
	Iteration 69Q: 3 clusters Score -1.627181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -16271827.000000 Penalty: 5803.940918
	Iteration 70Q: 3 clusters Score -1.627183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -16271812.000000 Penalty: 5803.940918
	Iteration 71Q: 3 clusters Score -1.627181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -16271819.000000 Penalty: 5803.940918
	Iteration 72Q: 3 clusters Score -1.627182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
Score: -16271820.000000 Penalty: 5803.940918
	Iteration 73Q: 3 clusters Score -1.627182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -16271827.000000 Penalty: 5803.940918
	Iteration 74Q: 3 clusters Score -1.627183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -16271829.000000 Penalty: 5803.940918
	Iteration 75Q: 3 clusters Score -1.627183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 118890 members 
Entering Unmasked Estep 
Score: -16271820.000000 Penalty: 5803.940918
	Iteration 76Q: 3 clusters Score -1.627182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -16271821.000000 Penalty: 5803.940918
	Iteration 77Q: 3 clusters Score -1.627182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -16271818.000000 Penalty: 5803.940918
	Iteration 78Q: 3 clusters Score -1.627182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -16271828.000000 Penalty: 5803.940918
	Iteration 79Q: 3 clusters Score -1.627183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -16271817.000000 Penalty: 5803.940918
	Iteration 80F: 3 clusters Score -1.627182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 118943 members 
Entering Unmasked Estep 
Score: -16271819.000000 Penalty: 5803.940918
	Iteration 81Q: 3 clusters Score -1.627182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 118949 members 
Entering Unmasked Estep 
Score: -16271815.000000 Penalty: 5803.940918
	Iteration 82Q: 3 clusters Score -1.627182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -16271816.000000 Penalty: 5803.940918
	Iteration 83Q: 3 clusters Score -1.627182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -16271831.000000 Penalty: 5803.940918
	Iteration 84Q: 3 clusters Score -1.627183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -16271836.000000 Penalty: 5803.940918
	Iteration 85Q: 3 clusters Score -1.627184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -16271850.000000 Penalty: 5803.940918
	Iteration 86Q: 3 clusters Score -1.627185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -16271850.000000 Penalty: 5803.940918
	Iteration 87Q: 3 clusters Score -1.627185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -16271856.000000 Penalty: 5803.940918
	Iteration 88Q: 3 clusters Score -1.627186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -16271862.000000 Penalty: 5803.940918
	Iteration 89Q: 3 clusters Score -1.627186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -16271867.000000 Penalty: 5803.940918
	Iteration 90Q: 3 clusters Score -1.627187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 118992 members 
Entering Unmasked Estep 
Score: -16271861.000000 Penalty: 5803.940918
	Iteration 91Q: 3 clusters Score -1.627186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -16271868.000000 Penalty: 5803.940918
	Iteration 92Q: 3 clusters Score -1.627187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -16271863.000000 Penalty: 5803.940918
	Iteration 93Q: 3 clusters Score -1.627186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 119004 members 
Entering Unmasked Estep 
Score: -16271850.000000 Penalty: 5803.940918
	Iteration 94Q: 3 clusters Score -1.627185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -16271868.000000 Penalty: 5803.940918
	Iteration 95Q: 3 clusters Score -1.627187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -16271859.000000 Penalty: 5803.940918
	Iteration 96Q: 3 clusters Score -1.627186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -16271864.000000 Penalty: 5803.940918
	Iteration 97Q: 3 clusters Score -1.627186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 119035 members 
Entering Unmasked Estep 
Score: -16271874.000000 Penalty: 5803.940918
	Iteration 98Q: 3 clusters Score -1.627187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -16271891.000000 Penalty: 5803.940918
	Iteration 99Q: 3 clusters Score -1.627189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 119043 members 
Entering Unmasked Estep 
Score: -16271896.000000 Penalty: 5803.940918
	Iteration 100F: 3 clusters Score -1.62719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -16271907.000000 Penalty: 5803.940918
	Iteration 101Q: 3 clusters Score -1.627191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -16271899.000000 Penalty: 5803.940918
	Iteration 102Q: 3 clusters Score -1.62719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -16271891.000000 Penalty: 5803.940918
	Iteration 103Q: 3 clusters Score -1.627189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -16271898.000000 Penalty: 5803.940918
	Iteration 104Q: 3 clusters Score -1.62719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -16271893.000000 Penalty: 5803.940918
	Iteration 105Q: 3 clusters Score -1.627189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -16271889.000000 Penalty: 5803.940918
	Iteration 106Q: 3 clusters Score -1.627189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -16271884.000000 Penalty: 5803.940918
	Iteration 107Q: 3 clusters Score -1.627188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -16271894.000000 Penalty: 5803.940918
	Iteration 108Q: 3 clusters Score -1.627189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -16271901.000000 Penalty: 5803.940918
	Iteration 109Q: 3 clusters Score -1.62719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -16271895.000000 Penalty: 5803.940918
	Iteration 110Q: 3 clusters Score -1.62719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -16271881.000000 Penalty: 5803.940918
	Iteration 111Q: 3 clusters Score -1.627188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -16271893.000000 Penalty: 5803.940918
	Iteration 112Q: 3 clusters Score -1.627189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -16271901.000000 Penalty: 5803.940918
	Iteration 113Q: 3 clusters Score -1.62719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -16271898.000000 Penalty: 5803.940918
	Iteration 114Q: 3 clusters Score -1.62719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -16271891.000000 Penalty: 5803.940918
	Iteration 115Q: 3 clusters Score -1.627189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -16271897.000000 Penalty: 5803.940918
	Iteration 116Q: 3 clusters Score -1.62719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -16271911.000000 Penalty: 5803.940918
	Iteration 117Q: 3 clusters Score -1.627191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -16271916.000000 Penalty: 5803.940918
	Iteration 118Q: 3 clusters Score -1.627192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 119119 members 
Entering Unmasked Estep 
Score: -16271925.000000 Penalty: 5803.940918
	Iteration 119Q: 3 clusters Score -1.627192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -16271923.000000 Penalty: 5803.940918
	Iteration 120F: 3 clusters Score -1.627192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -16271917.000000 Penalty: 5803.940918
	Iteration 121Q: 3 clusters Score -1.627192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 119123 members 
Entering Unmasked Estep 
Score: -16271917.000000 Penalty: 5803.940918
	Iteration 122F: 3 clusters Score -1.627192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -558908.937500 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -558908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -554724.812500 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -554724.8 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -555692.625000 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -555692.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -555895.250000 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -555895.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -556052.375000 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -556052.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -556187.875000 Penalty: 4168.174316
	Iteration 4Q: 3 clusters Score -556187.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -556293.500000 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -556293.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -556367.062500 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -556367.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -556413.875000 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -556413.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -556447.625000 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -556447.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -556478.875000 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -556478.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -556500.750000 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -556500.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -556520.687500 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -556520.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -556536.250000 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -556536.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -556551.250000 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -556551.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -556568.250000 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -556568.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -556580.062500 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -556580.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -556590.625000 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -556590.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -556599.687500 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -556599.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -556609.562500 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -556609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -556615.937500 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -556615.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -556625.437500 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -556625.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -556631.375000 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -556631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -556634.000000 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -556634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -556637.437500 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -556637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -556638.562500 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -556638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -556642.687500 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -556642.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -556645.875000 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -556645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -556649.500000 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -556649.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -556650.375000 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -556650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -556651.312500 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -556651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -556650.500000 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -556650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -556650.500000 Penalty: 4168.174316
	Iteration 31F: 3 clusters Score -556650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185732 members 
Mstep: Class 5 contains 147608 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 63652 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144937 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116188 members 
Mstep: Class 15 contains 168155 members 
Mstep: Class 16 contains 90517 members 
Mstep: Class 17 contains 79045 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21002 members 
Mstep: Class 20 contains 151633 members 
Mstep: Class 21 contains 120752 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357392.000000 Penalty: 73593.648438
Iteration 319Q: 22 clusters Score -1.803574e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185703 members 
Mstep: Class 5 contains 147615 members 
Mstep: Class 6 contains 60221 members 
Mstep: Class 7 contains 63646 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144859 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116178 members 
Mstep: Class 15 contains 168273 members 
Mstep: Class 16 contains 90504 members 
Mstep: Class 17 contains 79060 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 151645 members 
Mstep: Class 21 contains 120688 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357664.000000 Penalty: 73593.648438
Iteration 320F: 22 clusters Score -1.803577e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185685 members 
Mstep: Class 5 contains 147606 members 
Mstep: Class 6 contains 60212 members 
Mstep: Class 7 contains 63640 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144823 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116173 members 
Mstep: Class 15 contains 168379 members 
Mstep: Class 16 contains 90478 members 
Mstep: Class 17 contains 79065 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21007 members 
Mstep: Class 20 contains 151655 members 
Mstep: Class 21 contains 120632 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357744.000000 Penalty: 73593.648438
Iteration 321Q: 22 clusters Score -1.803577e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185676 members 
Mstep: Class 5 contains 147587 members 
Mstep: Class 6 contains 60218 members 
Mstep: Class 7 contains 63637 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144774 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116171 members 
Mstep: Class 15 contains 168481 members 
Mstep: Class 16 contains 90457 members 
Mstep: Class 17 contains 79076 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 151665 members 
Mstep: Class 21 contains 120560 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357840.000000 Penalty: 73593.648438
Iteration 322Q: 22 clusters Score -1.803578e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185664 members 
Mstep: Class 5 contains 147547 members 
Mstep: Class 6 contains 60226 members 
Mstep: Class 7 contains 63635 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144767 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116166 members 
Mstep: Class 15 contains 168575 members 
Mstep: Class 16 contains 90437 members 
Mstep: Class 17 contains 79079 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 151665 members 
Mstep: Class 21 contains 120500 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357680.000000 Penalty: 73593.648438
Iteration 323Q: 22 clusters Score -1.803577e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185652 members 
Mstep: Class 5 contains 147536 members 
Mstep: Class 6 contains 60227 members 
Mstep: Class 7 contains 63632 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144758 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116158 members 
Mstep: Class 15 contains 168669 members 
Mstep: Class 16 contains 90427 members 
Mstep: Class 17 contains 79086 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 151655 members 
Mstep: Class 21 contains 120424 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357616.000000 Penalty: 73593.648438
Iteration 324Q: 22 clusters Score -1.803576e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185648 members 
Mstep: Class 5 contains 147510 members 
Mstep: Class 6 contains 60223 members 
Mstep: Class 7 contains 63635 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144750 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116149 members 
Mstep: Class 15 contains 168740 members 
Mstep: Class 16 contains 90408 members 
Mstep: Class 17 contains 79092 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21016 members 
Mstep: Class 20 contains 151664 members 
Mstep: Class 21 contains 120372 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357696.000000 Penalty: 73593.648438
Iteration 325Q: 22 clusters Score -1.803577e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185635 members 
Mstep: Class 5 contains 147488 members 
Mstep: Class 6 contains 60221 members 
Mstep: Class 7 contains 63631 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144726 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116153 members 
Mstep: Class 15 contains 168817 members 
Mstep: Class 16 contains 90381 members 
Mstep: Class 17 contains 79105 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21016 members 
Mstep: Class 20 contains 151675 members 
Mstep: Class 21 contains 120316 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357744.000000 Penalty: 73593.648438
Iteration 326Q: 22 clusters Score -1.803577e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185607 members 
Mstep: Class 5 contains 147467 members 
Mstep: Class 6 contains 60216 members 
Mstep: Class 7 contains 63640 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144722 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116152 members 
Mstep: Class 15 contains 168888 members 
Mstep: Class 16 contains 90360 members 
Mstep: Class 17 contains 79111 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21026 members 
Mstep: Class 20 contains 151668 members 
Mstep: Class 21 contains 120253 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357744.000000 Penalty: 73593.648438
Iteration 327Q: 22 clusters Score -1.803577e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185585 members 
Mstep: Class 5 contains 147456 members 
Mstep: Class 6 contains 60205 members 
Mstep: Class 7 contains 63644 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144730 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116158 members 
Mstep: Class 15 contains 168973 members 
Mstep: Class 16 contains 90330 members 
Mstep: Class 17 contains 79112 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 151651 members 
Mstep: Class 21 contains 120188 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357616.000000 Penalty: 73593.648438
Iteration 328Q: 22 clusters Score -1.803576e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185546 members 
Mstep: Class 5 contains 147435 members 
Mstep: Class 6 contains 60200 members 
Mstep: Class 7 contains 63644 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144730 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116154 members 
Mstep: Class 15 contains 169079 members 
Mstep: Class 16 contains 90297 members 
Mstep: Class 17 contains 79125 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21038 members 
Mstep: Class 20 contains 151648 members 
Mstep: Class 21 contains 120111 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357632.000000 Penalty: 73593.648438
Iteration 329Q: 22 clusters Score -1.803576e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185529 members 
Mstep: Class 5 contains 147423 members 
Mstep: Class 6 contains 60193 members 
Mstep: Class 7 contains 63649 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144725 members 
Mstep: Class 10 contains 5176 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116140 members 
Mstep: Class 15 contains 169180 members 
Mstep: Class 16 contains 90277 members 
Mstep: Class 17 contains 79127 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21042 members 
Mstep: Class 20 contains 151634 members 
Mstep: Class 21 contains 120038 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357648.000000 Penalty: 73593.648438
Iteration 330Q: 22 clusters Score -1.803576e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185513 members 
Mstep: Class 5 contains 147412 members 
Mstep: Class 6 contains 60188 members 
Mstep: Class 7 contains 63653 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144694 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 116138 members 
Mstep: Class 15 contains 169285 members 
Mstep: Class 16 contains 90266 members 
Mstep: Class 17 contains 79137 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21046 members 
Mstep: Class 20 contains 151635 members 
Mstep: Class 21 contains 119958 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357696.000000 Penalty: 73593.648438
Iteration 331Q: 22 clusters Score -1.803577e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185478 members 
Mstep: Class 5 contains 147414 members 
Mstep: Class 6 contains 60185 members 
Mstep: Class 7 contains 63658 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144645 members 
Mstep: Class 10 contains 5248 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116143 members 
Mstep: Class 15 contains 169367 members 
Mstep: Class 16 contains 90259 members 
Mstep: Class 17 contains 79144 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21052 members 
Mstep: Class 20 contains 151642 members 
Mstep: Class 21 contains 119897 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357840.000000 Penalty: 73593.648438
Iteration 332Q: 22 clusters Score -1.803578e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185436 members 
Mstep: Class 5 contains 147414 members 
Mstep: Class 6 contains 60180 members 
Mstep: Class 7 contains 63662 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144621 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116159 members 
Mstep: Class 15 contains 169456 members 
Mstep: Class 16 contains 90246 members 
Mstep: Class 17 contains 79152 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21061 members 
Mstep: Class 20 contains 151634 members 
Mstep: Class 21 contains 119824 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357856.000000 Penalty: 73593.648438
Iteration 333Q: 22 clusters Score -1.803579e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185406 members 
Mstep: Class 5 contains 147416 members 
Mstep: Class 6 contains 60181 members 
Mstep: Class 7 contains 63675 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144594 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116161 members 
Mstep: Class 15 contains 169544 members 
Mstep: Class 16 contains 90231 members 
Mstep: Class 17 contains 79161 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 151626 members 
Mstep: Class 21 contains 119747 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357680.000000 Penalty: 73593.648438
Iteration 334Q: 22 clusters Score -1.803577e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185363 members 
Mstep: Class 5 contains 147424 members 
Mstep: Class 6 contains 60190 members 
Mstep: Class 7 contains 63684 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144593 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116169 members 
Mstep: Class 15 contains 169619 members 
Mstep: Class 16 contains 90219 members 
Mstep: Class 17 contains 79161 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21068 members 
Mstep: Class 20 contains 151613 members 
Mstep: Class 21 contains 119670 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357472.000000 Penalty: 73593.648438
Iteration 335Q: 22 clusters Score -1.803575e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185321 members 
Mstep: Class 5 contains 147420 members 
Mstep: Class 6 contains 60195 members 
Mstep: Class 7 contains 63685 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144574 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116181 members 
Mstep: Class 15 contains 169700 members 
Mstep: Class 16 contains 90203 members 
Mstep: Class 17 contains 79176 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 151603 members 
Mstep: Class 21 contains 119612 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357456.000000 Penalty: 73593.648438
Iteration 336Q: 22 clusters Score -1.803575e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185285 members 
Mstep: Class 5 contains 147395 members 
Mstep: Class 6 contains 60200 members 
Mstep: Class 7 contains 63690 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144561 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116183 members 
Mstep: Class 15 contains 169794 members 
Mstep: Class 16 contains 90192 members 
Mstep: Class 17 contains 79182 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 151598 members 
Mstep: Class 21 contains 119548 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 337Q: 22 clusters Score -1.803572e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185276 members 
Mstep: Class 5 contains 147365 members 
Mstep: Class 6 contains 60202 members 
Mstep: Class 7 contains 63688 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144544 members 
Mstep: Class 10 contains 5464 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116180 members 
Mstep: Class 15 contains 169879 members 
Mstep: Class 16 contains 90169 members 
Mstep: Class 17 contains 79190 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 151592 members 
Mstep: Class 21 contains 119504 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357248.000000 Penalty: 73593.648438
Iteration 338Q: 22 clusters Score -1.803572e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185263 members 
Mstep: Class 5 contains 147359 members 
Mstep: Class 6 contains 60199 members 
Mstep: Class 7 contains 63685 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144503 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116166 members 
Mstep: Class 15 contains 169985 members 
Mstep: Class 16 contains 90154 members 
Mstep: Class 17 contains 79202 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 151563 members 
Mstep: Class 21 contains 119466 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357312.000000 Penalty: 73593.648438
Iteration 339Q: 22 clusters Score -1.803573e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185245 members 
Mstep: Class 5 contains 147358 members 
Mstep: Class 6 contains 60196 members 
Mstep: Class 7 contains 63687 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144433 members 
Mstep: Class 10 contains 5552 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116166 members 
Mstep: Class 15 contains 170108 members 
Mstep: Class 16 contains 90140 members 
Mstep: Class 17 contains 79207 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21089 members 
Mstep: Class 20 contains 151539 members 
Mstep: Class 21 contains 119414 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357280.000000 Penalty: 73593.648438
Iteration 340F: 22 clusters Score -1.803573e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185229 members 
Mstep: Class 5 contains 147358 members 
Mstep: Class 6 contains 60188 members 
Mstep: Class 7 contains 63688 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144383 members 
Mstep: Class 10 contains 5574 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116179 members 
Mstep: Class 15 contains 170224 members 
Mstep: Class 16 contains 90129 members 
Mstep: Class 17 contains 79201 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21091 members 
Mstep: Class 20 contains 151520 members 
Mstep: Class 21 contains 119371 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 341Q: 22 clusters Score -1.803575e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185233 members 
Mstep: Class 5 contains 147347 members 
Mstep: Class 6 contains 60186 members 
Mstep: Class 7 contains 63690 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144315 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116173 members 
Mstep: Class 15 contains 170348 members 
Mstep: Class 16 contains 90124 members 
Mstep: Class 17 contains 79189 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21091 members 
Mstep: Class 20 contains 151506 members 
Mstep: Class 21 contains 119334 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357664.000000 Penalty: 73593.648438
Iteration 342Q: 22 clusters Score -1.803577e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185219 members 
Mstep: Class 5 contains 147336 members 
Mstep: Class 6 contains 60186 members 
Mstep: Class 7 contains 63687 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144236 members 
Mstep: Class 10 contains 5623 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116179 members 
Mstep: Class 15 contains 170468 members 
Mstep: Class 16 contains 90129 members 
Mstep: Class 17 contains 79181 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 151505 members 
Mstep: Class 21 contains 119295 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357680.000000 Penalty: 73593.648438
Iteration 343Q: 22 clusters Score -1.803577e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185211 members 
Mstep: Class 5 contains 147314 members 
Mstep: Class 6 contains 60182 members 
Mstep: Class 7 contains 63691 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144199 members 
Mstep: Class 10 contains 5648 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116179 members 
Mstep: Class 15 contains 170573 members 
Mstep: Class 16 contains 90123 members 
Mstep: Class 17 contains 79175 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21097 members 
Mstep: Class 20 contains 151503 members 
Mstep: Class 21 contains 119244 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357456.000000 Penalty: 73593.648438
Iteration 344Q: 22 clusters Score -1.803575e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185198 members 
Mstep: Class 5 contains 147303 members 
Mstep: Class 6 contains 60177 members 
Mstep: Class 7 contains 63702 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144147 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116180 members 
Mstep: Class 15 contains 170703 members 
Mstep: Class 16 contains 90113 members 
Mstep: Class 17 contains 79172 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21093 members 
Mstep: Class 20 contains 151495 members 
Mstep: Class 21 contains 119182 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357312.000000 Penalty: 73593.648438
Iteration 345Q: 22 clusters Score -1.803573e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185193 members 
Mstep: Class 5 contains 147289 members 
Mstep: Class 6 contains 60175 members 
Mstep: Class 7 contains 63707 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 144069 members 
Mstep: Class 10 contains 5690 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116164 members 
Mstep: Class 15 contains 170845 members 
Mstep: Class 16 contains 90112 members 
Mstep: Class 17 contains 79171 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 151489 members 
Mstep: Class 21 contains 119146 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357472.000000 Penalty: 73593.648438
Iteration 346Q: 22 clusters Score -1.803575e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185175 members 
Mstep: Class 5 contains 147260 members 
Mstep: Class 6 contains 60171 members 
Mstep: Class 7 contains 63716 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143997 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116148 members 
Mstep: Class 15 contains 170976 members 
Mstep: Class 16 contains 90112 members 
Mstep: Class 17 contains 79174 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 151492 members 
Mstep: Class 21 contains 119112 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357216.000000 Penalty: 73593.648438
Iteration 347Q: 22 clusters Score -1.803572e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185168 members 
Mstep: Class 5 contains 147226 members 
Mstep: Class 6 contains 60167 members 
Mstep: Class 7 contains 63722 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143948 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116134 members 
Mstep: Class 15 contains 171075 members 
Mstep: Class 16 contains 90104 members 
Mstep: Class 17 contains 79176 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 151504 members 
Mstep: Class 21 contains 119082 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357072.000000 Penalty: 73593.648438
Iteration 348Q: 22 clusters Score -1.803571e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185153 members 
Mstep: Class 5 contains 147209 members 
Mstep: Class 6 contains 60174 members 
Mstep: Class 7 contains 63731 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143902 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116118 members 
Mstep: Class 15 contains 171186 members 
Mstep: Class 16 contains 90094 members 
Mstep: Class 17 contains 79177 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21077 members 
Mstep: Class 20 contains 151499 members 
Mstep: Class 21 contains 119036 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357248.000000 Penalty: 73593.648438
Iteration 349Q: 22 clusters Score -1.803572e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185140 members 
Mstep: Class 5 contains 147205 members 
Mstep: Class 6 contains 60187 members 
Mstep: Class 7 contains 63740 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143840 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116109 members 
Mstep: Class 15 contains 171284 members 
Mstep: Class 16 contains 90078 members 
Mstep: Class 17 contains 79183 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21076 members 
Mstep: Class 20 contains 151503 members 
Mstep: Class 21 contains 118986 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357360.000000 Penalty: 73593.648438
Iteration 350Q: 22 clusters Score -1.803574e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185138 members 
Mstep: Class 5 contains 147197 members 
Mstep: Class 6 contains 60196 members 
Mstep: Class 7 contains 63752 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143817 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 171366 members 
Mstep: Class 16 contains 90058 members 
Mstep: Class 17 contains 79196 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 151476 members 
Mstep: Class 21 contains 118933 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357616.000000 Penalty: 73593.648438
Iteration 351Q: 22 clusters Score -1.803576e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185128 members 
Mstep: Class 5 contains 147193 members 
Mstep: Class 6 contains 60206 members 
Mstep: Class 7 contains 63750 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143777 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116088 members 
Mstep: Class 15 contains 171456 members 
Mstep: Class 16 contains 90063 members 
Mstep: Class 17 contains 79198 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 151443 members 
Mstep: Class 21 contains 118893 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357472.000000 Penalty: 73593.648438
Iteration 352Q: 22 clusters Score -1.803575e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185122 members 
Mstep: Class 5 contains 147182 members 
Mstep: Class 6 contains 60214 members 
Mstep: Class 7 contains 63766 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143715 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116087 members 
Mstep: Class 15 contains 171534 members 
Mstep: Class 16 contains 90059 members 
Mstep: Class 17 contains 79213 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21085 members 
Mstep: Class 20 contains 151418 members 
Mstep: Class 21 contains 118865 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357568.000000 Penalty: 73593.648438
Iteration 353Q: 22 clusters Score -1.803576e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185133 members 
Mstep: Class 5 contains 147167 members 
Mstep: Class 6 contains 60220 members 
Mstep: Class 7 contains 63778 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143692 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116078 members 
Mstep: Class 15 contains 171602 members 
Mstep: Class 16 contains 90046 members 
Mstep: Class 17 contains 79220 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 151386 members 
Mstep: Class 21 contains 118835 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357584.000000 Penalty: 73593.648438
Iteration 354Q: 22 clusters Score -1.803576e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185126 members 
Mstep: Class 5 contains 147163 members 
Mstep: Class 6 contains 60226 members 
Mstep: Class 7 contains 63790 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143662 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116082 members 
Mstep: Class 15 contains 171665 members 
Mstep: Class 16 contains 90027 members 
Mstep: Class 17 contains 79226 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 151367 members 
Mstep: Class 21 contains 118814 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357440.000000 Penalty: 73593.648438
Iteration 355Q: 22 clusters Score -1.803574e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185128 members 
Mstep: Class 5 contains 147142 members 
Mstep: Class 6 contains 60236 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143636 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116070 members 
Mstep: Class 15 contains 171741 members 
Mstep: Class 16 contains 90019 members 
Mstep: Class 17 contains 79231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 151353 members 
Mstep: Class 21 contains 118780 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 356Q: 22 clusters Score -1.803572e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185129 members 
Mstep: Class 5 contains 147115 members 
Mstep: Class 6 contains 60234 members 
Mstep: Class 7 contains 63802 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143614 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116077 members 
Mstep: Class 15 contains 171805 members 
Mstep: Class 16 contains 90013 members 
Mstep: Class 17 contains 79233 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 151343 members 
Mstep: Class 21 contains 118755 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357360.000000 Penalty: 73593.648438
Iteration 357Q: 22 clusters Score -1.803574e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185124 members 
Mstep: Class 5 contains 147091 members 
Mstep: Class 6 contains 60239 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143594 members 
Mstep: Class 10 contains 5962 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116070 members 
Mstep: Class 15 contains 171877 members 
Mstep: Class 16 contains 89997 members 
Mstep: Class 17 contains 79238 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 151326 members 
Mstep: Class 21 contains 118740 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357328.000000 Penalty: 73593.648438
Iteration 358Q: 22 clusters Score -1.803573e+08 nChanged 460
Entering ConstructFrom: 
Score: -180357328.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41805.070312 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41805.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41960.558594 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -41960.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42025.890625 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -42025.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42072.335938 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42072.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42101.730469 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42101.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42145.718750 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42145.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42182.304688 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42193.464844 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42193.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42195.789062 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42195.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42195.789062 Penalty: 2950.225586
	Iteration 9F: 3 clusters Score -42195.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 315 members 
Entering Unmasked Estep 
Score: -69815.445312 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69815.45 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70014.085938 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -70014.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70100.250000 Penalty: 3175.350830
	Iteration 2Q: 3 clusters Score -70100.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70142.742188 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70142.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70149.031250 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70149.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70151.257812 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70151.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70158.203125 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70158.203125 Penalty: 3175.350830
	Iteration 7F: 3 clusters Score -70158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 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 437 members 
Entering Unmasked Estep 
Score: -103346.750000 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103346.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103573.882812 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103573.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103662.632812 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103727.171875 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103727.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103791.164062 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103833.398438 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103833.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103869.820312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103869.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103905.734375 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103905.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103933.421875 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103933.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103965.335938 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103965.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103991.921875 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104011.968750 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104042.578125 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104080.390625 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104132.257812 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104190.257812 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104190.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104273.296875 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104273.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104410.335938 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104410.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104641.281250 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104641.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104914.875000 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104914.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105086.117188 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -105086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105311.359375 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -105311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105586.984375 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -105587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105586.984375 Penalty: 3343.883545
	Iteration 23F: 3 clusters Score -105587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 185120 members 
Mstep: Class 5 contains 147050 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143578 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 171951 members 
Mstep: Class 16 contains 89995 members 
Mstep: Class 17 contains 79248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 151306 members 
Mstep: Class 21 contains 118721 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
Score: -180356208.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180357328.000000 to -180356208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (185120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185120 members 
Entering Unmasked Estep 
Score: -24998506.000000 Penalty: 3007.932373
	Iteration 0F: 2 clusters Score -2.499851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -24890424.000000 Penalty: 6015.864746
	Iteration 0F: 3 clusters Score -2.489042e+07 nChanged 88792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -24942124.000000 Penalty: 6015.864746
	Iteration 1F: 3 clusters Score -2.494212e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -24943626.000000 Penalty: 6015.864746
	Iteration 2Q: 3 clusters Score -2.494363e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -24946202.000000 Penalty: 6015.864746
	Iteration 3Q: 3 clusters Score -2.49462e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -24951584.000000 Penalty: 6015.864746
	Iteration 4F: 3 clusters Score -2.495158e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -24960720.000000 Penalty: 6015.864746
	Iteration 5F: 3 clusters Score -2.496072e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -24972804.000000 Penalty: 6015.864746
	Iteration 6F: 3 clusters Score -2.49728e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -24985154.000000 Penalty: 6015.864746
	Iteration 7F: 3 clusters Score -2.498515e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 150004 members 
Entering Unmasked Estep 
Score: -24994298.000000 Penalty: 6015.864746
	Iteration 8F: 3 clusters Score -2.49943e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 155300 members 
Entering Unmasked Estep 
Score: -24998308.000000 Penalty: 6015.864746
	Iteration 9Q: 3 clusters Score -2.499831e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -24999810.000000 Penalty: 6015.864746
	Iteration 10Q: 3 clusters Score -2.499981e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -25000406.000000 Penalty: 6015.864746
	Iteration 11Q: 3 clusters Score -2.500041e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -25000486.000000 Penalty: 6015.864746
	Iteration 12Q: 3 clusters Score -2.500049e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -25000572.000000 Penalty: 6015.864746
	Iteration 13Q: 3 clusters Score -2.500057e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 170030 members 
Entering Unmasked Estep 
Score: -25000542.000000 Penalty: 6015.864746
	Iteration 14Q: 3 clusters Score -2.500054e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -25000348.000000 Penalty: 6015.864746
	Iteration 15Q: 3 clusters Score -2.500035e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -25000246.000000 Penalty: 6015.864746
	Iteration 16Q: 3 clusters Score -2.500025e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 175238 members 
Entering Unmasked Estep 
Score: -24999964.000000 Penalty: 6015.864746
	Iteration 17Q: 3 clusters Score -2.499996e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -24999756.000000 Penalty: 6015.864746
	Iteration 18Q: 3 clusters Score -2.499976e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 177552 members 
Entering Unmasked Estep 
Score: -24999464.000000 Penalty: 6015.864746
	Iteration 19Q: 3 clusters Score -2.499946e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 178468 members 
Entering Unmasked Estep 
Score: -24999068.000000 Penalty: 6015.864746
	Iteration 20F: 3 clusters Score -2.499907e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 179283 members 
Entering Unmasked Estep 
Score: -24998670.000000 Penalty: 6015.864746
	Iteration 21Q: 3 clusters Score -2.499867e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -24998476.000000 Penalty: 6015.864746
	Iteration 22Q: 3 clusters Score -2.499848e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 180613 members 
Entering Unmasked Estep 
Score: -24998252.000000 Penalty: 6015.864746
	Iteration 23Q: 3 clusters Score -2.499825e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 181134 members 
Entering Unmasked Estep 
Score: -24998120.000000 Penalty: 6015.864746
	Iteration 24Q: 3 clusters Score -2.499812e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 181565 members 
Entering Unmasked Estep 
Score: -24997968.000000 Penalty: 6015.864746
	Iteration 25Q: 3 clusters Score -2.499797e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 181951 members 
Entering Unmasked Estep 
Score: -24997848.000000 Penalty: 6015.864746
	Iteration 26Q: 3 clusters Score -2.499785e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 182277 members 
Entering Unmasked Estep 
Score: -24997720.000000 Penalty: 6015.864746
	Iteration 27Q: 3 clusters Score -2.499772e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -24997638.000000 Penalty: 6015.864746
	Iteration 28Q: 3 clusters Score -2.499764e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 182746 members 
Entering Unmasked Estep 
Score: -24997558.000000 Penalty: 6015.864746
	Iteration 29Q: 3 clusters Score -2.499756e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 182909 members 
Entering Unmasked Estep 
Score: -24997486.000000 Penalty: 6015.864746
	Iteration 30Q: 3 clusters Score -2.499749e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -24997434.000000 Penalty: 6015.864746
	Iteration 31Q: 3 clusters Score -2.499743e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 183168 members 
Entering Unmasked Estep 
Score: -24997316.000000 Penalty: 6015.864746
	Iteration 32Q: 3 clusters Score -2.499732e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -24997256.000000 Penalty: 6015.864746
	Iteration 33Q: 3 clusters Score -2.499726e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -24997242.000000 Penalty: 6015.864746
	Iteration 34Q: 3 clusters Score -2.499724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -24997232.000000 Penalty: 6015.864746
	Iteration 35Q: 3 clusters Score -2.499723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 183391 members 
Entering Unmasked Estep 
Score: -24997224.000000 Penalty: 6015.864746
	Iteration 36Q: 3 clusters Score -2.499722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 183438 members 
Entering Unmasked Estep 
Score: -24997224.000000 Penalty: 6015.864746
	Iteration 37Q: 3 clusters Score -2.499722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -24997202.000000 Penalty: 6015.864746
	Iteration 38Q: 3 clusters Score -2.49972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -24997194.000000 Penalty: 6015.864746
	Iteration 39Q: 3 clusters Score -2.499719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 183550 members 
Entering Unmasked Estep 
Score: -24997168.000000 Penalty: 6015.864746
	Iteration 40F: 3 clusters Score -2.499717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 183574 members 
Entering Unmasked Estep 
Score: -24997166.000000 Penalty: 6015.864746
	Iteration 41Q: 3 clusters Score -2.499717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 183596 members 
Entering Unmasked Estep 
Score: -24997166.000000 Penalty: 6015.864746
	Iteration 42Q: 3 clusters Score -2.499717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 183611 members 
Entering Unmasked Estep 
Score: -24997148.000000 Penalty: 6015.864746
	Iteration 43Q: 3 clusters Score -2.499715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 183616 members 
Entering Unmasked Estep 
Score: -24997168.000000 Penalty: 6015.864746
	Iteration 44Q: 3 clusters Score -2.499717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -24997172.000000 Penalty: 6015.864746
	Iteration 45Q: 3 clusters Score -2.499717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -24997164.000000 Penalty: 6015.864746
	Iteration 46Q: 3 clusters Score -2.499716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 183625 members 
Entering Unmasked Estep 
Score: -24997164.000000 Penalty: 6015.864746
	Iteration 47F: 3 clusters Score -2.499716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Entering Unmasked Estep 
Score: -19851080.000000 Penalty: 2950.834961
	Iteration 0F: 2 clusters Score -1.985108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -19753064.000000 Penalty: 5901.669922
	Iteration 0F: 3 clusters Score -1.975306e+07 nChanged 70386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -19794708.000000 Penalty: 5901.669922
	Iteration 1F: 3 clusters Score -1.979471e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -19797094.000000 Penalty: 5901.669922
	Iteration 2Q: 3 clusters Score -1.979709e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -19801556.000000 Penalty: 5901.669922
	Iteration 3F: 3 clusters Score -1.980156e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -19809936.000000 Penalty: 5901.669922
	Iteration 4F: 3 clusters Score -1.980994e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -19821968.000000 Penalty: 5901.669922
	Iteration 5F: 3 clusters Score -1.982197e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 129330 members 
Entering Unmasked Estep 
Score: -19833776.000000 Penalty: 5901.669922
	Iteration 6F: 3 clusters Score -1.983378e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -19841834.000000 Penalty: 5901.669922
	Iteration 7F: 3 clusters Score -1.984183e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -19845590.000000 Penalty: 5901.669922
	Iteration 8Q: 3 clusters Score -1.984559e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 142678 members 
Entering Unmasked Estep 
Score: -19847274.000000 Penalty: 5901.669922
	Iteration 9Q: 3 clusters Score -1.984727e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -19847954.000000 Penalty: 5901.669922
	Iteration 10Q: 3 clusters Score -1.984795e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -19848312.000000 Penalty: 5901.669922
	Iteration 11Q: 3 clusters Score -1.984831e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -19848474.000000 Penalty: 5901.669922
	Iteration 12Q: 3 clusters Score -1.984847e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -19848572.000000 Penalty: 5901.669922
	Iteration 13Q: 3 clusters Score -1.984857e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -19848682.000000 Penalty: 5901.669922
	Iteration 14Q: 3 clusters Score -1.984868e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 145274 members 
Entering Unmasked Estep 
Score: -19848718.000000 Penalty: 5901.669922
	Iteration 15Q: 3 clusters Score -1.984872e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 145391 members 
Entering Unmasked Estep 
Score: -19848734.000000 Penalty: 5901.669922
	Iteration 16Q: 3 clusters Score -1.984873e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 145476 members 
Entering Unmasked Estep 
Score: -19848728.000000 Penalty: 5901.669922
	Iteration 17Q: 3 clusters Score -1.984873e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 145551 members 
Entering Unmasked Estep 
Score: -19848758.000000 Penalty: 5901.669922
	Iteration 18Q: 3 clusters Score -1.984876e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -19848768.000000 Penalty: 5901.669922
	Iteration 19Q: 3 clusters Score -1.984877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 145646 members 
Entering Unmasked Estep 
Score: -19848748.000000 Penalty: 5901.669922
	Iteration 20F: 3 clusters Score -1.984875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 145685 members 
Entering Unmasked Estep 
Score: -19848776.000000 Penalty: 5901.669922
	Iteration 21Q: 3 clusters Score -1.984878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -19848784.000000 Penalty: 5901.669922
	Iteration 22Q: 3 clusters Score -1.984878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -19848778.000000 Penalty: 5901.669922
	Iteration 23Q: 3 clusters Score -1.984878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -19848788.000000 Penalty: 5901.669922
	Iteration 24Q: 3 clusters Score -1.984879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -19848784.000000 Penalty: 5901.669922
	Iteration 25Q: 3 clusters Score -1.984878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -19848782.000000 Penalty: 5901.669922
	Iteration 26Q: 3 clusters Score -1.984878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -19848782.000000 Penalty: 5901.669922
	Iteration 27Q: 3 clusters Score -1.984878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5901.669922
	Iteration 28Q: 3 clusters Score -1.984879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 145815 members 
Entering Unmasked Estep 
Score: -19848794.000000 Penalty: 5901.669922
	Iteration 29Q: 3 clusters Score -1.984879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 145817 members 
Entering Unmasked Estep 
Score: -19848806.000000 Penalty: 5901.669922
	Iteration 30Q: 3 clusters Score -1.984881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -19848802.000000 Penalty: 5901.669922
	Iteration 31Q: 3 clusters Score -1.98488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 145832 members 
Entering Unmasked Estep 
Score: -19848810.000000 Penalty: 5901.669922
	Iteration 32Q: 3 clusters Score -1.984881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -19848802.000000 Penalty: 5901.669922
	Iteration 33Q: 3 clusters Score -1.98488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -19848812.000000 Penalty: 5901.669922
	Iteration 34Q: 3 clusters Score -1.984881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -19848830.000000 Penalty: 5901.669922
	Iteration 35Q: 3 clusters Score -1.984883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -19848828.000000 Penalty: 5901.669922
	Iteration 36Q: 3 clusters Score -1.984883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -19848828.000000 Penalty: 5901.669922
	Iteration 37Q: 3 clusters Score -1.984883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -19848828.000000 Penalty: 5901.669922
	Iteration 38F: 3 clusters Score -1.984883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Entering Unmasked Estep 
Score: -8178448.500000 Penalty: 2729.527100
	Iteration 0F: 2 clusters Score -8178448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -8138052.000000 Penalty: 5459.054199
	Iteration 0F: 3 clusters Score -8138052 nChanged 28175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -8153538.000000 Penalty: 5459.054199
	Iteration 1F: 3 clusters Score -8153538 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -8154037.000000 Penalty: 5459.054199
	Iteration 2Q: 3 clusters Score -8154037 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -8154483.000000 Penalty: 5459.054199
	Iteration 3Q: 3 clusters Score -8154483 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -8154925.500000 Penalty: 5459.054199
	Iteration 4Q: 3 clusters Score -8154926 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -8155393.500000 Penalty: 5459.054199
	Iteration 5Q: 3 clusters Score -8155394 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -8155924.500000 Penalty: 5459.054199
	Iteration 6Q: 3 clusters Score -8155924 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8156574.000000 Penalty: 5459.054199
	Iteration 7Q: 3 clusters Score -8156574 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -8157682.500000 Penalty: 5459.054199
	Iteration 8Q: 3 clusters Score -8157682 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8159333.500000 Penalty: 5459.054199
	Iteration 9F: 3 clusters Score -8159334 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8161909.000000 Penalty: 5459.054199
	Iteration 10F: 3 clusters Score -8161909 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8165312.500000 Penalty: 5459.054199
	Iteration 11F: 3 clusters Score -8165312 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -8168930.500000 Penalty: 5459.054199
	Iteration 12F: 3 clusters Score -8168930 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -8171824.000000 Penalty: 5459.054199
	Iteration 13F: 3 clusters Score -8171824 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -8173621.000000 Penalty: 5459.054199
	Iteration 14Q: 3 clusters Score -8173621 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -8174617.500000 Penalty: 5459.054199
	Iteration 15Q: 3 clusters Score -8174618 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -8175086.500000 Penalty: 5459.054199
	Iteration 16Q: 3 clusters Score -8175086 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -8175346.500000 Penalty: 5459.054199
	Iteration 17Q: 3 clusters Score -8175346 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -8175538.500000 Penalty: 5459.054199
	Iteration 18Q: 3 clusters Score -8175538 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -8175673.000000 Penalty: 5459.054199
	Iteration 19Q: 3 clusters Score -8175673 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -8175768.500000 Penalty: 5459.054199
	Iteration 20F: 3 clusters Score -8175768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -8175854.500000 Penalty: 5459.054199
	Iteration 21Q: 3 clusters Score -8175854 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -8175963.000000 Penalty: 5459.054199
	Iteration 22Q: 3 clusters Score -8175963 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -8176055.000000 Penalty: 5459.054199
	Iteration 23Q: 3 clusters Score -8176055 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -8176097.500000 Penalty: 5459.054199
	Iteration 24Q: 3 clusters Score -8176098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -8176175.000000 Penalty: 5459.054199
	Iteration 25Q: 3 clusters Score -8176175 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -8176224.500000 Penalty: 5459.054199
	Iteration 26Q: 3 clusters Score -8176224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -8176263.000000 Penalty: 5459.054199
	Iteration 27Q: 3 clusters Score -8176263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -8176302.000000 Penalty: 5459.054199
	Iteration 28Q: 3 clusters Score -8176302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -8176325.000000 Penalty: 5459.054199
	Iteration 29Q: 3 clusters Score -8176325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -8176337.500000 Penalty: 5459.054199
	Iteration 30Q: 3 clusters Score -8176338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -8176363.000000 Penalty: 5459.054199
	Iteration 31Q: 3 clusters Score -8176363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -8176374.000000 Penalty: 5459.054199
	Iteration 32Q: 3 clusters Score -8176374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -8176369.500000 Penalty: 5459.054199
	Iteration 33Q: 3 clusters Score -8176370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -8176373.500000 Penalty: 5459.054199
	Iteration 34Q: 3 clusters Score -8176374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -8176382.500000 Penalty: 5459.054199
	Iteration 35Q: 3 clusters Score -8176382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -8176370.000000 Penalty: 5459.054199
	Iteration 36Q: 3 clusters Score -8176370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -8176394.000000 Penalty: 5459.054199
	Iteration 37Q: 3 clusters Score -8176394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -8176392.000000 Penalty: 5459.054199
	Iteration 38Q: 3 clusters Score -8176392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -8176397.000000 Penalty: 5459.054199
	Iteration 39Q: 3 clusters Score -8176397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -8176412.500000 Penalty: 5459.054199
	Iteration 40F: 3 clusters Score -8176412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -8176419.500000 Penalty: 5459.054199
	Iteration 41Q: 3 clusters Score -8176420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -8176415.000000 Penalty: 5459.054199
	Iteration 42Q: 3 clusters Score -8176415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -8176425.000000 Penalty: 5459.054199
	Iteration 43Q: 3 clusters Score -8176425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -8176429.000000 Penalty: 5459.054199
	Iteration 44Q: 3 clusters Score -8176429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -8176436.500000 Penalty: 5459.054199
	Iteration 45Q: 3 clusters Score -8176436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8176437.500000 Penalty: 5459.054199
	Iteration 46Q: 3 clusters Score -8176438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -8176438.500000 Penalty: 5459.054199
	Iteration 47Q: 3 clusters Score -8176438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -8176438.500000 Penalty: 5459.054199
	Iteration 48Q: 3 clusters Score -8176438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -8176448.000000 Penalty: 5459.054199
	Iteration 49Q: 3 clusters Score -8176448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -8176460.500000 Penalty: 5459.054199
	Iteration 50Q: 3 clusters Score -8176460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -8176464.000000 Penalty: 5459.054199
	Iteration 51Q: 3 clusters Score -8176464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -8176450.000000 Penalty: 5459.054199
	Iteration 52Q: 3 clusters Score -8176450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -8176457.500000 Penalty: 5459.054199
	Iteration 53Q: 3 clusters Score -8176458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -8176463.000000 Penalty: 5459.054199
	Iteration 54Q: 3 clusters Score -8176463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -8176462.500000 Penalty: 5459.054199
	Iteration 55Q: 3 clusters Score -8176462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -8176456.000000 Penalty: 5459.054199
	Iteration 56Q: 3 clusters Score -8176456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -8176454.500000 Penalty: 5459.054199
	Iteration 57Q: 3 clusters Score -8176454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -8176459.000000 Penalty: 5459.054199
	Iteration 58Q: 3 clusters Score -8176459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -8176460.500000 Penalty: 5459.054199
	Iteration 59Q: 3 clusters Score -8176460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -8176462.500000 Penalty: 5459.054199
	Iteration 60F: 3 clusters Score -8176462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -8176465.500000 Penalty: 5459.054199
	Iteration 61Q: 3 clusters Score -8176466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -8176470.000000 Penalty: 5459.054199
	Iteration 62Q: 3 clusters Score -8176470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -8176467.500000 Penalty: 5459.054199
	Iteration 63Q: 3 clusters Score -8176468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -8176465.500000 Penalty: 5459.054199
	Iteration 64Q: 3 clusters Score -8176466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -8176465.500000 Penalty: 5459.054199
	Iteration 65F: 3 clusters Score -8176466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Entering Unmasked Estep 
Score: -8322998.000000 Penalty: 2743.812256
	Iteration 0F: 2 clusters Score -8322998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -8279959.000000 Penalty: 5487.624512
	Iteration 0F: 3 clusters Score -8279959 nChanged 29841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -8296510.000000 Penalty: 5487.624512
	Iteration 1F: 3 clusters Score -8296510 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -8296938.500000 Penalty: 5487.624512
	Iteration 2Q: 3 clusters Score -8296938 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8297257.500000 Penalty: 5487.624512
	Iteration 3Q: 3 clusters Score -8297258 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -8297565.000000 Penalty: 5487.624512
	Iteration 4Q: 3 clusters Score -8297565 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -8297865.500000 Penalty: 5487.624512
	Iteration 5Q: 3 clusters Score -8297866 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -8298213.500000 Penalty: 5487.624512
	Iteration 6Q: 3 clusters Score -8298214 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -8298603.500000 Penalty: 5487.624512
	Iteration 7Q: 3 clusters Score -8298604 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -8299105.500000 Penalty: 5487.624512
	Iteration 8Q: 3 clusters Score -8299106 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -8299673.500000 Penalty: 5487.624512
	Iteration 9Q: 3 clusters Score -8299674 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -8300318.000000 Penalty: 5487.624512
	Iteration 10Q: 3 clusters Score -8300318 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -8301089.500000 Penalty: 5487.624512
	Iteration 11Q: 3 clusters Score -8301090 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -8301895.000000 Penalty: 5487.624512
	Iteration 12Q: 3 clusters Score -8301895 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -8302707.500000 Penalty: 5487.624512
	Iteration 13Q: 3 clusters Score -8302708 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -8303505.500000 Penalty: 5487.624512
	Iteration 14Q: 3 clusters Score -8303506 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -8304218.500000 Penalty: 5487.624512
	Iteration 15Q: 3 clusters Score -8304218 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -8304938.000000 Penalty: 5487.624512
	Iteration 16Q: 3 clusters Score -8304938 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -8305726.000000 Penalty: 5487.624512
	Iteration 17Q: 3 clusters Score -8305726 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8306704.500000 Penalty: 5487.624512
	Iteration 18Q: 3 clusters Score -8306704 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -8307854.500000 Penalty: 5487.624512
	Iteration 19Q: 3 clusters Score -8307854 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8308854.500000 Penalty: 5487.624512
	Iteration 20F: 3 clusters Score -8308854 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -8309515.500000 Penalty: 5487.624512
	Iteration 21Q: 3 clusters Score -8309516 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8309837.000000 Penalty: 5487.624512
	Iteration 22Q: 3 clusters Score -8309837 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -8310100.000000 Penalty: 5487.624512
	Iteration 23Q: 3 clusters Score -8310100 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8310256.000000 Penalty: 5487.624512
	Iteration 24Q: 3 clusters Score -8310256 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8310476.500000 Penalty: 5487.624512
	Iteration 25Q: 3 clusters Score -8310476 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -8310694.000000 Penalty: 5487.624512
	Iteration 26Q: 3 clusters Score -8310694 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8310924.500000 Penalty: 5487.624512
	Iteration 27Q: 3 clusters Score -8310924 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8311199.000000 Penalty: 5487.624512
	Iteration 28Q: 3 clusters Score -8311199 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -8311519.000000 Penalty: 5487.624512
	Iteration 29Q: 3 clusters Score -8311519 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -8311824.500000 Penalty: 5487.624512
	Iteration 30Q: 3 clusters Score -8311824 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -8312226.500000 Penalty: 5487.624512
	Iteration 31Q: 3 clusters Score -8312226 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -8312662.500000 Penalty: 5487.624512
	Iteration 32Q: 3 clusters Score -8312662 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8313121.000000 Penalty: 5487.624512
	Iteration 33Q: 3 clusters Score -8313121 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -8313637.500000 Penalty: 5487.624512
	Iteration 34Q: 3 clusters Score -8313638 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -8314111.000000 Penalty: 5487.624512
	Iteration 35Q: 3 clusters Score -8314111 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -8314639.000000 Penalty: 5487.624512
	Iteration 36Q: 3 clusters Score -8314639 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -8315191.500000 Penalty: 5487.624512
	Iteration 37Q: 3 clusters Score -8315192 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -8315729.000000 Penalty: 5487.624512
	Iteration 38Q: 3 clusters Score -8315729 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -8316291.500000 Penalty: 5487.624512
	Iteration 39Q: 3 clusters Score -8316292 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8316862.500000 Penalty: 5487.624512
	Iteration 40F: 3 clusters Score -8316862 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8317412.500000 Penalty: 5487.624512
	Iteration 41Q: 3 clusters Score -8317412 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8317856.500000 Penalty: 5487.624512
	Iteration 42Q: 3 clusters Score -8317856 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8318251.000000 Penalty: 5487.624512
	Iteration 43Q: 3 clusters Score -8318251 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8318634.000000 Penalty: 5487.624512
	Iteration 44Q: 3 clusters Score -8318634 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8318994.500000 Penalty: 5487.624512
	Iteration 45Q: 3 clusters Score -8318994 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8319334.500000 Penalty: 5487.624512
	Iteration 46Q: 3 clusters Score -8319334 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8319665.500000 Penalty: 5487.624512
	Iteration 47Q: 3 clusters Score -8319666 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8320011.500000 Penalty: 5487.624512
	Iteration 48Q: 3 clusters Score -8320012 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8320238.500000 Penalty: 5487.624512
	Iteration 49Q: 3 clusters Score -8320238 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8320427.000000 Penalty: 5487.624512
	Iteration 50Q: 3 clusters Score -8320427 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8320569.500000 Penalty: 5487.624512
	Iteration 51Q: 3 clusters Score -8320570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8320662.500000 Penalty: 5487.624512
	Iteration 52Q: 3 clusters Score -8320662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8320715.000000 Penalty: 5487.624512
	Iteration 53Q: 3 clusters Score -8320715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8320775.500000 Penalty: 5487.624512
	Iteration 54Q: 3 clusters Score -8320776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8320801.500000 Penalty: 5487.624512
	Iteration 55Q: 3 clusters Score -8320802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8320820.500000 Penalty: 5487.624512
	Iteration 56Q: 3 clusters Score -8320820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8320841.000000 Penalty: 5487.624512
	Iteration 57Q: 3 clusters Score -8320841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8320839.500000 Penalty: 5487.624512
	Iteration 58Q: 3 clusters Score -8320840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8320848.000000 Penalty: 5487.624512
	Iteration 59Q: 3 clusters Score -8320848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8320861.000000 Penalty: 5487.624512
	Iteration 60F: 3 clusters Score -8320861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8320856.000000 Penalty: 5487.624512
	Iteration 61Q: 3 clusters Score -8320856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8320860.000000 Penalty: 5487.624512
	Iteration 62Q: 3 clusters Score -8320860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8320851.000000 Penalty: 5487.624512
	Iteration 63Q: 3 clusters Score -8320851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8320864.000000 Penalty: 5487.624512
	Iteration 64Q: 3 clusters Score -8320864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8320868.500000 Penalty: 5487.624512
	Iteration 65Q: 3 clusters Score -8320868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8320877.000000 Penalty: 5487.624512
	Iteration 66Q: 3 clusters Score -8320877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8320875.000000 Penalty: 5487.624512
	Iteration 67Q: 3 clusters Score -8320875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8320881.000000 Penalty: 5487.624512
	Iteration 68Q: 3 clusters Score -8320881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8320887.000000 Penalty: 5487.624512
	Iteration 69Q: 3 clusters Score -8320887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8320890.000000 Penalty: 5487.624512
	Iteration 70Q: 3 clusters Score -8320890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8320897.500000 Penalty: 5487.624512
	Iteration 71Q: 3 clusters Score -8320898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8320893.500000 Penalty: 5487.624512
	Iteration 72Q: 3 clusters Score -8320894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8320903.000000 Penalty: 5487.624512
	Iteration 73Q: 3 clusters Score -8320903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8320912.500000 Penalty: 5487.624512
	Iteration 74Q: 3 clusters Score -8320912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8320909.000000 Penalty: 5487.624512
	Iteration 75Q: 3 clusters Score -8320909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8320906.000000 Penalty: 5487.624512
	Iteration 76Q: 3 clusters Score -8320906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8320906.500000 Penalty: 5487.624512
	Iteration 77Q: 3 clusters Score -8320906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8320906.500000 Penalty: 5487.624512
	Iteration 78F: 3 clusters Score -8320906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155557.484375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153413.906250 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153413.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153849.015625 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153849 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154062.906250 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -154062.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154280.406250 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -154280.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154457.937500 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -154457.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154621.093750 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -154621.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154797.125000 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -154797.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -155018.031250 Penalty: 3540.877930
	Iteration 7F: 3 clusters Score -155018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155256.500000 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -155256.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155569.984375 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -155570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156192.531250 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -156192.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156597.265625 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -156597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156612.765625 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -156612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156615.453125 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -156615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156615.453125 Penalty: 3540.877930
	Iteration 14F: 3 clusters Score -156615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185120 members 
Mstep: Class 5 contains 147050 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 592 members 
Mstep: Class 9 contains 143578 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 15 contains 171951 members 
Mstep: Class 16 contains 89995 members 
Mstep: Class 17 contains 79248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 151306 members 
Mstep: Class 21 contains 118721 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
Score: -180357248.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180357328.000000 to -180357248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (143578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143578 members 
Entering Unmasked Estep 
Score: -19270940.000000 Penalty: 2944.909180
	Iteration 0F: 2 clusters Score -1.927094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -19175554.000000 Penalty: 5889.818359
	Iteration 0F: 3 clusters Score -1.917555e+07 nChanged 68647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -19216160.000000 Penalty: 5889.818359
	Iteration 1F: 3 clusters Score -1.921616e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -19218032.000000 Penalty: 5889.818359
	Iteration 2Q: 3 clusters Score -1.921803e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -19221916.000000 Penalty: 5889.818359
	Iteration 3F: 3 clusters Score -1.922192e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -19229044.000000 Penalty: 5889.818359
	Iteration 4F: 3 clusters Score -1.922904e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -19239922.000000 Penalty: 5889.818359
	Iteration 5F: 3 clusters Score -1.923992e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 121474 members 
Entering Unmasked Estep 
Score: -19251614.000000 Penalty: 5889.818359
	Iteration 6F: 3 clusters Score -1.925161e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -19260792.000000 Penalty: 5889.818359
	Iteration 7F: 3 clusters Score -1.926079e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 132246 members 
Entering Unmasked Estep 
Score: -19266156.000000 Penalty: 5889.818359
	Iteration 8Q: 3 clusters Score -1.926616e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -19267986.000000 Penalty: 5889.818359
	Iteration 9Q: 3 clusters Score -1.926799e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -19268634.000000 Penalty: 5889.818359
	Iteration 10Q: 3 clusters Score -1.926863e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -19268904.000000 Penalty: 5889.818359
	Iteration 11Q: 3 clusters Score -1.92689e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 134606 members 
Entering Unmasked Estep 
Score: -19269102.000000 Penalty: 5889.818359
	Iteration 12Q: 3 clusters Score -1.92691e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -19269254.000000 Penalty: 5889.818359
	Iteration 13Q: 3 clusters Score -1.926925e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -19269348.000000 Penalty: 5889.818359
	Iteration 14Q: 3 clusters Score -1.926935e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -19269486.000000 Penalty: 5889.818359
	Iteration 15Q: 3 clusters Score -1.926949e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -19269622.000000 Penalty: 5889.818359
	Iteration 16Q: 3 clusters Score -1.926962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 136189 members 
Entering Unmasked Estep 
Score: -19269642.000000 Penalty: 5889.818359
	Iteration 17Q: 3 clusters Score -1.926964e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -19269678.000000 Penalty: 5889.818359
	Iteration 18Q: 3 clusters Score -1.926968e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 136680 members 
Entering Unmasked Estep 
Score: -19269680.000000 Penalty: 5889.818359
	Iteration 19Q: 3 clusters Score -1.926968e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 136898 members 
Entering Unmasked Estep 
Score: -19269738.000000 Penalty: 5889.818359
	Iteration 20F: 3 clusters Score -1.926974e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -19269714.000000 Penalty: 5889.818359
	Iteration 21Q: 3 clusters Score -1.926971e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -19269792.000000 Penalty: 5889.818359
	Iteration 22Q: 3 clusters Score -1.926979e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -19269792.000000 Penalty: 5889.818359
	Iteration 23Q: 3 clusters Score -1.926979e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -19269816.000000 Penalty: 5889.818359
	Iteration 24Q: 3 clusters Score -1.926982e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -19269820.000000 Penalty: 5889.818359
	Iteration 25Q: 3 clusters Score -1.926982e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 137824 members 
Entering Unmasked Estep 
Score: -19269826.000000 Penalty: 5889.818359
	Iteration 26Q: 3 clusters Score -1.926983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 137916 members 
Entering Unmasked Estep 
Score: -19269818.000000 Penalty: 5889.818359
	Iteration 27Q: 3 clusters Score -1.926982e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -19269816.000000 Penalty: 5889.818359
	Iteration 28Q: 3 clusters Score -1.926982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 138091 members 
Entering Unmasked Estep 
Score: -19269806.000000 Penalty: 5889.818359
	Iteration 29Q: 3 clusters Score -1.926981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -19269804.000000 Penalty: 5889.818359
	Iteration 30Q: 3 clusters Score -1.92698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -19269834.000000 Penalty: 5889.818359
	Iteration 31Q: 3 clusters Score -1.926983e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -19269874.000000 Penalty: 5889.818359
	Iteration 32Q: 3 clusters Score -1.926987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -19269888.000000 Penalty: 5889.818359
	Iteration 33Q: 3 clusters Score -1.926989e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 138521 members 
Entering Unmasked Estep 
Score: -19269880.000000 Penalty: 5889.818359
	Iteration 34Q: 3 clusters Score -1.926988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 138578 members 
Entering Unmasked Estep 
Score: -19269886.000000 Penalty: 5889.818359
	Iteration 35Q: 3 clusters Score -1.926989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -19269876.000000 Penalty: 5889.818359
	Iteration 36Q: 3 clusters Score -1.926988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -19269900.000000 Penalty: 5889.818359
	Iteration 37Q: 3 clusters Score -1.92699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -19269916.000000 Penalty: 5889.818359
	Iteration 38Q: 3 clusters Score -1.926992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -19269904.000000 Penalty: 5889.818359
	Iteration 39Q: 3 clusters Score -1.92699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -19269916.000000 Penalty: 5889.818359
	Iteration 40F: 3 clusters Score -1.926992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -19269902.000000 Penalty: 5889.818359
	Iteration 41Q: 3 clusters Score -1.92699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -19269914.000000 Penalty: 5889.818359
	Iteration 42Q: 3 clusters Score -1.926991e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -19269870.000000 Penalty: 5889.818359
	Iteration 43Q: 3 clusters Score -1.926987e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 139056 members 
Entering Unmasked Estep 
Score: -19269898.000000 Penalty: 5889.818359
	Iteration 44Q: 3 clusters Score -1.92699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -19269884.000000 Penalty: 5889.818359
	Iteration 45Q: 3 clusters Score -1.926988e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -19269882.000000 Penalty: 5889.818359
	Iteration 46Q: 3 clusters Score -1.926988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -19269890.000000 Penalty: 5889.818359
	Iteration 47Q: 3 clusters Score -1.926989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -19269906.000000 Penalty: 5889.818359
	Iteration 48Q: 3 clusters Score -1.926991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -19269926.000000 Penalty: 5889.818359
	Iteration 49Q: 3 clusters Score -1.926993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 139345 members 
Entering Unmasked Estep 
Score: -19269932.000000 Penalty: 5889.818359
	Iteration 50Q: 3 clusters Score -1.926993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -19269944.000000 Penalty: 5889.818359
	Iteration 51Q: 3 clusters Score -1.926994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 139394 members 
Entering Unmasked Estep 
Score: -19269924.000000 Penalty: 5889.818359
	Iteration 52Q: 3 clusters Score -1.926992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -19269922.000000 Penalty: 5889.818359
	Iteration 53Q: 3 clusters Score -1.926992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -19269896.000000 Penalty: 5889.818359
	Iteration 54Q: 3 clusters Score -1.92699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -19269890.000000 Penalty: 5889.818359
	Iteration 55Q: 3 clusters Score -1.926989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -19269892.000000 Penalty: 5889.818359
	Iteration 56Q: 3 clusters Score -1.926989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -19269880.000000 Penalty: 5889.818359
	Iteration 57Q: 3 clusters Score -1.926988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 139490 members 
Entering Unmasked Estep 
Score: -19269866.000000 Penalty: 5889.818359
	Iteration 58Q: 3 clusters Score -1.926987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 139510 members 
Entering Unmasked Estep 
Score: -19269862.000000 Penalty: 5889.818359
	Iteration 59Q: 3 clusters Score -1.926986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -19269860.000000 Penalty: 5889.818359
	Iteration 60F: 3 clusters Score -1.926986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 139548 members 
Entering Unmasked Estep 
Score: -19269826.000000 Penalty: 5889.818359
	Iteration 61Q: 3 clusters Score -1.926983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -19269832.000000 Penalty: 5889.818359
	Iteration 62Q: 3 clusters Score -1.926983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -19269828.000000 Penalty: 5889.818359
	Iteration 63Q: 3 clusters Score -1.926983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -19269814.000000 Penalty: 5889.818359
	Iteration 64Q: 3 clusters Score -1.926981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -19269810.000000 Penalty: 5889.818359
	Iteration 65Q: 3 clusters Score -1.926981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 139591 members 
Entering Unmasked Estep 
Score: -19269806.000000 Penalty: 5889.818359
	Iteration 66Q: 3 clusters Score -1.926981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -19269796.000000 Penalty: 5889.818359
	Iteration 67Q: 3 clusters Score -1.92698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -19269802.000000 Penalty: 5889.818359
	Iteration 68Q: 3 clusters Score -1.92698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -19269802.000000 Penalty: 5889.818359
	Iteration 69Q: 3 clusters Score -1.92698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -19269786.000000 Penalty: 5889.818359
	Iteration 70Q: 3 clusters Score -1.926979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -19269794.000000 Penalty: 5889.818359
	Iteration 71Q: 3 clusters Score -1.926979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 139611 members 
Entering Unmasked Estep 
Score: -19269798.000000 Penalty: 5889.818359
	Iteration 72Q: 3 clusters Score -1.92698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -19269800.000000 Penalty: 5889.818359
	Iteration 73Q: 3 clusters Score -1.92698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -19269788.000000 Penalty: 5889.818359
	Iteration 74Q: 3 clusters Score -1.926979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -19269784.000000 Penalty: 5889.818359
	Iteration 75Q: 3 clusters Score -1.926978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -19269786.000000 Penalty: 5889.818359
	Iteration 76Q: 3 clusters Score -1.926979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -19269782.000000 Penalty: 5889.818359
	Iteration 77Q: 3 clusters Score -1.926978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -19269780.000000 Penalty: 5889.818359
	Iteration 78Q: 3 clusters Score -1.926978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -19269784.000000 Penalty: 5889.818359
	Iteration 79Q: 3 clusters Score -1.926978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 139630 members 
Entering Unmasked Estep 
Score: -19269800.000000 Penalty: 5889.818359
	Iteration 80F: 3 clusters Score -1.92698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -19269800.000000 Penalty: 5889.818359
	Iteration 81Q: 3 clusters Score -1.92698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -19269800.000000 Penalty: 5889.818359
	Iteration 82F: 3 clusters Score -1.92698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -842654.062500 Penalty: 2156.734619
	Iteration 0F: 2 clusters Score -842654.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -837473.500000 Penalty: 4313.469238
	Iteration 0F: 3 clusters Score -837473.5 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -838743.375000 Penalty: 4313.469238
	Iteration 1F: 3 clusters Score -838743.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -838956.562500 Penalty: 4313.469238
	Iteration 2F: 3 clusters Score -838956.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -839083.375000 Penalty: 4313.469238
	Iteration 3Q: 3 clusters Score -839083.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -839184.687500 Penalty: 4313.469238
	Iteration 4Q: 3 clusters Score -839184.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -839270.500000 Penalty: 4313.469238
	Iteration 5Q: 3 clusters Score -839270.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -839362.625000 Penalty: 4313.469238
	Iteration 6Q: 3 clusters Score -839362.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -839446.187500 Penalty: 4313.469238
	Iteration 7Q: 3 clusters Score -839446.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -839538.437500 Penalty: 4313.469238
	Iteration 8Q: 3 clusters Score -839538.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -839632.687500 Penalty: 4313.469238
	Iteration 9Q: 3 clusters Score -839632.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -839720.625000 Penalty: 4313.469238
	Iteration 10Q: 3 clusters Score -839720.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -839829.062500 Penalty: 4313.469238
	Iteration 11Q: 3 clusters Score -839829.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -839941.250000 Penalty: 4313.469238
	Iteration 12Q: 3 clusters Score -839941.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -840056.500000 Penalty: 4313.469238
	Iteration 13Q: 3 clusters Score -840056.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -840185.812500 Penalty: 4313.469238
	Iteration 14Q: 3 clusters Score -840185.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -840293.500000 Penalty: 4313.469238
	Iteration 15Q: 3 clusters Score -840293.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -840403.500000 Penalty: 4313.469238
	Iteration 16Q: 3 clusters Score -840403.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -840474.312500 Penalty: 4313.469238
	Iteration 17Q: 3 clusters Score -840474.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -840528.750000 Penalty: 4313.469238
	Iteration 18Q: 3 clusters Score -840528.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -840571.937500 Penalty: 4313.469238
	Iteration 19Q: 3 clusters Score -840571.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -840604.812500 Penalty: 4313.469238
	Iteration 20F: 3 clusters Score -840604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -840631.312500 Penalty: 4313.469238
	Iteration 21Q: 3 clusters Score -840631.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -840655.375000 Penalty: 4313.469238
	Iteration 22Q: 3 clusters Score -840655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -840665.312500 Penalty: 4313.469238
	Iteration 23Q: 3 clusters Score -840665.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -840676.437500 Penalty: 4313.469238
	Iteration 24Q: 3 clusters Score -840676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -840689.000000 Penalty: 4313.469238
	Iteration 25Q: 3 clusters Score -840689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -840703.312500 Penalty: 4313.469238
	Iteration 26Q: 3 clusters Score -840703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -840709.937500 Penalty: 4313.469238
	Iteration 27Q: 3 clusters Score -840709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -840711.250000 Penalty: 4313.469238
	Iteration 28Q: 3 clusters Score -840711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -840711.250000 Penalty: 4313.469238
	Iteration 29F: 3 clusters Score -840711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -782411.000000 Penalty: 2162.309570
	Iteration 0F: 2 clusters Score -782411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -777180.250000 Penalty: 4324.619141
	Iteration 0F: 3 clusters Score -777180.2 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -778694.687500 Penalty: 4324.619141
	Iteration 1F: 3 clusters Score -778694.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -779208.625000 Penalty: 4324.619141
	Iteration 2F: 3 clusters Score -779208.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -779672.437500 Penalty: 4324.619141
	Iteration 3F: 3 clusters Score -779672.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -780026.125000 Penalty: 4324.619141
	Iteration 4F: 3 clusters Score -780026.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -780267.312500 Penalty: 4324.619141
	Iteration 5F: 3 clusters Score -780267.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -780430.562500 Penalty: 4324.619141
	Iteration 6Q: 3 clusters Score -780430.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -780554.437500 Penalty: 4324.619141
	Iteration 7Q: 3 clusters Score -780554.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -780635.125000 Penalty: 4324.619141
	Iteration 8Q: 3 clusters Score -780635.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -780692.375000 Penalty: 4324.619141
	Iteration 9Q: 3 clusters Score -780692.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -780743.312500 Penalty: 4324.619141
	Iteration 10Q: 3 clusters Score -780743.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -780789.937500 Penalty: 4324.619141
	Iteration 11Q: 3 clusters Score -780789.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -780832.750000 Penalty: 4324.619141
	Iteration 12Q: 3 clusters Score -780832.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -780874.750000 Penalty: 4324.619141
	Iteration 13Q: 3 clusters Score -780874.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -780907.625000 Penalty: 4324.619141
	Iteration 14Q: 3 clusters Score -780907.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -780929.062500 Penalty: 4324.619141
	Iteration 15Q: 3 clusters Score -780929.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -780948.312500 Penalty: 4324.619141
	Iteration 16Q: 3 clusters Score -780948.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -780969.750000 Penalty: 4324.619141
	Iteration 17Q: 3 clusters Score -780969.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -780986.750000 Penalty: 4324.619141
	Iteration 18Q: 3 clusters Score -780986.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -781001.500000 Penalty: 4324.619141
	Iteration 19Q: 3 clusters Score -781001.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -781018.750000 Penalty: 4324.619141
	Iteration 20F: 3 clusters Score -781018.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -781036.500000 Penalty: 4324.619141
	Iteration 21Q: 3 clusters Score -781036.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -781045.750000 Penalty: 4324.619141
	Iteration 22Q: 3 clusters Score -781045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -781054.312500 Penalty: 4324.619141
	Iteration 23Q: 3 clusters Score -781054.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -781062.750000 Penalty: 4324.619141
	Iteration 24Q: 3 clusters Score -781062.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -781069.062500 Penalty: 4324.619141
	Iteration 25Q: 3 clusters Score -781069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -781071.687500 Penalty: 4324.619141
	Iteration 26Q: 3 clusters Score -781071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -781074.375000 Penalty: 4324.619141
	Iteration 27Q: 3 clusters Score -781074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -781076.250000 Penalty: 4324.619141
	Iteration 28Q: 3 clusters Score -781076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -781081.000000 Penalty: 4324.619141
	Iteration 29Q: 3 clusters Score -781081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -781083.937500 Penalty: 4324.619141
	Iteration 30Q: 3 clusters Score -781083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -781085.750000 Penalty: 4324.619141
	Iteration 31Q: 3 clusters Score -781085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -781086.625000 Penalty: 4324.619141
	Iteration 32Q: 3 clusters Score -781086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -781089.562500 Penalty: 4324.619141
	Iteration 33Q: 3 clusters Score -781089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -781101.375000 Penalty: 4324.619141
	Iteration 34Q: 3 clusters Score -781101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -781115.062500 Penalty: 4324.619141
	Iteration 35Q: 3 clusters Score -781115.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -781125.250000 Penalty: 4324.619141
	Iteration 36Q: 3 clusters Score -781125.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -781138.062500 Penalty: 4324.619141
	Iteration 37Q: 3 clusters Score -781138.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -781144.500000 Penalty: 4324.619141
	Iteration 38Q: 3 clusters Score -781144.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -781152.750000 Penalty: 4324.619141
	Iteration 39Q: 3 clusters Score -781152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -781159.625000 Penalty: 4324.619141
	Iteration 40F: 3 clusters Score -781159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -781166.875000 Penalty: 4324.619141
	Iteration 41Q: 3 clusters Score -781166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -781168.812500 Penalty: 4324.619141
	Iteration 42Q: 3 clusters Score -781168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -781169.875000 Penalty: 4324.619141
	Iteration 43Q: 3 clusters Score -781169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -781171.187500 Penalty: 4324.619141
	Iteration 44Q: 3 clusters Score -781171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -781171.187500 Penalty: 4324.619141
	Iteration 45F: 3 clusters Score -781171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -344300.781250 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -344300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -341269.062500 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -341269.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -341846.843750 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -341846.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -341982.468750 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -341982.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -342053.906250 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -342053.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -342098.750000 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -342098.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -342140.093750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -342140.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -342173.312500 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -342173.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -342204.437500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -342204.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -342229.156250 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -342229.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -342252.031250 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -342252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -342273.375000 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -342273.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -342299.875000 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -342299.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -342325.625000 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -342325.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -342346.468750 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -342346.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -342364.781250 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -342364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -342377.312500 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -342377.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -342391.562500 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -342391.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -342404.562500 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -342404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -342417.500000 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -342417.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -342425.281250 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -342425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -342433.968750 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -342434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -342441.375000 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -342441.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -342452.312500 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -342452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -342464.031250 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -342464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -342472.312500 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -342472.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -342480.625000 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -342480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -342484.156250 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -342484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -342487.687500 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -342487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -342489.750000 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -342489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -342491.718750 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -342491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342494.000000 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -342494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -342496.375000 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -342496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -342499.500000 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -342499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -342503.875000 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -342503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -342507.562500 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -342507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -342510.281250 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -342510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -342515.281250 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -342515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -342519.218750 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -342519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -342522.500000 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -342522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -342522.812500 Penalty: 3897.310547
	Iteration 39Q: 3 clusters Score -342522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -342522.281250 Penalty: 3897.310547
	Iteration 40F: 3 clusters Score -342522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -342523.281250 Penalty: 3897.310547
	Iteration 41Q: 3 clusters Score -342523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -342523.718750 Penalty: 3897.310547
	Iteration 42Q: 3 clusters Score -342523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -342524.406250 Penalty: 3897.310547
	Iteration 43Q: 3 clusters Score -342524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342525.812500 Penalty: 3897.310547
	Iteration 44Q: 3 clusters Score -342525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342525.812500 Penalty: 3897.310547
	Iteration 45F: 3 clusters Score -342525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Entering Unmasked Estep 
Score: -15680271.000000 Penalty: 2892.133301
	Iteration 0F: 2 clusters Score -1.568027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -15602956.000000 Penalty: 5784.266602
	Iteration 0F: 3 clusters Score -1.560296e+07 nChanged 55064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -15634928.000000 Penalty: 5784.266602
	Iteration 1F: 3 clusters Score -1.563493e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -15636221.000000 Penalty: 5784.266602
	Iteration 2Q: 3 clusters Score -1.563622e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -15637697.000000 Penalty: 5784.266602
	Iteration 3Q: 3 clusters Score -1.56377e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -15640296.000000 Penalty: 5784.266602
	Iteration 4Q: 3 clusters Score -1.56403e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -15644251.000000 Penalty: 5784.266602
	Iteration 5F: 3 clusters Score -1.564425e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -15649605.000000 Penalty: 5784.266602
	Iteration 6F: 3 clusters Score -1.56496e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -15656332.000000 Penalty: 5784.266602
	Iteration 7F: 3 clusters Score -1.565633e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -15663286.000000 Penalty: 5784.266602
	Iteration 8F: 3 clusters Score -1.566329e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -15668709.000000 Penalty: 5784.266602
	Iteration 9F: 3 clusters Score -1.566871e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -15672368.000000 Penalty: 5784.266602
	Iteration 10Q: 3 clusters Score -1.567237e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -15674541.000000 Penalty: 5784.266602
	Iteration 11Q: 3 clusters Score -1.567454e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -15675735.000000 Penalty: 5784.266602
	Iteration 12Q: 3 clusters Score -1.567574e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -15676389.000000 Penalty: 5784.266602
	Iteration 13Q: 3 clusters Score -1.567639e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -15676763.000000 Penalty: 5784.266602
	Iteration 14Q: 3 clusters Score -1.567676e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -15676897.000000 Penalty: 5784.266602
	Iteration 15Q: 3 clusters Score -1.56769e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -15677026.000000 Penalty: 5784.266602
	Iteration 16Q: 3 clusters Score -1.567703e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -15677130.000000 Penalty: 5784.266602
	Iteration 17Q: 3 clusters Score -1.567713e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -15677224.000000 Penalty: 5784.266602
	Iteration 18Q: 3 clusters Score -1.567722e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -15677290.000000 Penalty: 5784.266602
	Iteration 19Q: 3 clusters Score -1.567729e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -15677355.000000 Penalty: 5784.266602
	Iteration 20F: 3 clusters Score -1.567736e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -15677401.000000 Penalty: 5784.266602
	Iteration 21Q: 3 clusters Score -1.56774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -15677424.000000 Penalty: 5784.266602
	Iteration 22Q: 3 clusters Score -1.567742e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -15677488.000000 Penalty: 5784.266602
	Iteration 23Q: 3 clusters Score -1.567749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -15677520.000000 Penalty: 5784.266602
	Iteration 24Q: 3 clusters Score -1.567752e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -15677575.000000 Penalty: 5784.266602
	Iteration 25Q: 3 clusters Score -1.567758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -15677585.000000 Penalty: 5784.266602
	Iteration 26Q: 3 clusters Score -1.567758e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -15677610.000000 Penalty: 5784.266602
	Iteration 27Q: 3 clusters Score -1.567761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 115153 members 
Entering Unmasked Estep 
Score: -15677623.000000 Penalty: 5784.266602
	Iteration 28Q: 3 clusters Score -1.567762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 115178 members 
Entering Unmasked Estep 
Score: -15677625.000000 Penalty: 5784.266602
	Iteration 29Q: 3 clusters Score -1.567762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -15677643.000000 Penalty: 5784.266602
	Iteration 30Q: 3 clusters Score -1.567764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -15677635.000000 Penalty: 5784.266602
	Iteration 31Q: 3 clusters Score -1.567764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -15677646.000000 Penalty: 5784.266602
	Iteration 32Q: 3 clusters Score -1.567765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -15677649.000000 Penalty: 5784.266602
	Iteration 33Q: 3 clusters Score -1.567765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 115258 members 
Entering Unmasked Estep 
Score: -15677655.000000 Penalty: 5784.266602
	Iteration 34Q: 3 clusters Score -1.567766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -15677657.000000 Penalty: 5784.266602
	Iteration 35Q: 3 clusters Score -1.567766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -15677656.000000 Penalty: 5784.266602
	Iteration 36Q: 3 clusters Score -1.567766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -15677660.000000 Penalty: 5784.266602
	Iteration 37Q: 3 clusters Score -1.567766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 115286 members 
Entering Unmasked Estep 
Score: -15677664.000000 Penalty: 5784.266602
	Iteration 38Q: 3 clusters Score -1.567766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -15677678.000000 Penalty: 5784.266602
	Iteration 39Q: 3 clusters Score -1.567768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 115304 members 
Entering Unmasked Estep 
Score: -15677669.000000 Penalty: 5784.266602
	Iteration 40F: 3 clusters Score -1.567767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -15677666.000000 Penalty: 5784.266602
	Iteration 41Q: 3 clusters Score -1.567767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -15677670.000000 Penalty: 5784.266602
	Iteration 42Q: 3 clusters Score -1.567767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -15677670.000000 Penalty: 5784.266602
	Iteration 43F: 3 clusters Score -1.567767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Entering Unmasked Estep 
Score: -23026294.000000 Penalty: 2989.631348
	Iteration 0F: 2 clusters Score -2.302629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -22914282.000000 Penalty: 5979.262695
	Iteration 0F: 3 clusters Score -2.291428e+07 nChanged 82715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -22962468.000000 Penalty: 5979.262695
	Iteration 1F: 3 clusters Score -2.296247e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -22963300.000000 Penalty: 5979.262695
	Iteration 2Q: 3 clusters Score -2.29633e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -22964268.000000 Penalty: 5979.262695
	Iteration 3Q: 3 clusters Score -2.296427e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -22965746.000000 Penalty: 5979.262695
	Iteration 4Q: 3 clusters Score -2.296575e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -22967650.000000 Penalty: 5979.262695
	Iteration 5Q: 3 clusters Score -2.296765e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -22971032.000000 Penalty: 5979.262695
	Iteration 6Q: 3 clusters Score -2.297103e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -22976764.000000 Penalty: 5979.262695
	Iteration 7F: 3 clusters Score -2.297676e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -22985798.000000 Penalty: 5979.262695
	Iteration 8F: 3 clusters Score -2.29858e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -22996836.000000 Penalty: 5979.262695
	Iteration 9F: 3 clusters Score -2.299684e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -23006442.000000 Penalty: 5979.262695
	Iteration 10F: 3 clusters Score -2.300644e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -23012358.000000 Penalty: 5979.262695
	Iteration 11Q: 3 clusters Score -2.301236e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -23015934.000000 Penalty: 5979.262695
	Iteration 12Q: 3 clusters Score -2.301593e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -23018106.000000 Penalty: 5979.262695
	Iteration 13Q: 3 clusters Score -2.301811e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -23019442.000000 Penalty: 5979.262695
	Iteration 14Q: 3 clusters Score -2.301944e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162569 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -23020496.000000 Penalty: 5979.262695
	Iteration 15Q: 3 clusters Score -2.30205e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164093 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -23021150.000000 Penalty: 5979.262695
	Iteration 16Q: 3 clusters Score -2.302115e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -23021590.000000 Penalty: 5979.262695
	Iteration 17Q: 3 clusters Score -2.302159e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166198 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -23021910.000000 Penalty: 5979.262695
	Iteration 18Q: 3 clusters Score -2.302191e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -23022216.000000 Penalty: 5979.262695
	Iteration 19Q: 3 clusters Score -2.302222e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -23022420.000000 Penalty: 5979.262695
	Iteration 20F: 3 clusters Score -2.302242e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -23022562.000000 Penalty: 5979.262695
	Iteration 21Q: 3 clusters Score -2.302256e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23022766.000000 Penalty: 5979.262695
	Iteration 22Q: 3 clusters Score -2.302277e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -23022828.000000 Penalty: 5979.262695
	Iteration 23Q: 3 clusters Score -2.302283e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23022908.000000 Penalty: 5979.262695
	Iteration 24Q: 3 clusters Score -2.302291e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -23023014.000000 Penalty: 5979.262695
	Iteration 25Q: 3 clusters Score -2.302301e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -23023106.000000 Penalty: 5979.262695
	Iteration 26Q: 3 clusters Score -2.302311e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -23023182.000000 Penalty: 5979.262695
	Iteration 27Q: 3 clusters Score -2.302318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -23023212.000000 Penalty: 5979.262695
	Iteration 28Q: 3 clusters Score -2.302321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23023234.000000 Penalty: 5979.262695
	Iteration 29Q: 3 clusters Score -2.302323e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23023282.000000 Penalty: 5979.262695
	Iteration 30Q: 3 clusters Score -2.302328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169750 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23023342.000000 Penalty: 5979.262695
	Iteration 31Q: 3 clusters Score -2.302334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -23023352.000000 Penalty: 5979.262695
	Iteration 32Q: 3 clusters Score -2.302335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23023446.000000 Penalty: 5979.262695
	Iteration 33Q: 3 clusters Score -2.302345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23023468.000000 Penalty: 5979.262695
	Iteration 34Q: 3 clusters Score -2.302347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23023494.000000 Penalty: 5979.262695
	Iteration 35Q: 3 clusters Score -2.302349e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169974 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -23023462.000000 Penalty: 5979.262695
	Iteration 36Q: 3 clusters Score -2.302346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -23023492.000000 Penalty: 5979.262695
	Iteration 37Q: 3 clusters Score -2.302349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23023508.000000 Penalty: 5979.262695
	Iteration 38Q: 3 clusters Score -2.302351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170103 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -23023556.000000 Penalty: 5979.262695
	Iteration 39Q: 3 clusters Score -2.302356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23023578.000000 Penalty: 5979.262695
	Iteration 40F: 3 clusters Score -2.302358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -23023572.000000 Penalty: 5979.262695
	Iteration 41Q: 3 clusters Score -2.302357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23023594.000000 Penalty: 5979.262695
	Iteration 42Q: 3 clusters Score -2.302359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23023624.000000 Penalty: 5979.262695
	Iteration 43Q: 3 clusters Score -2.302362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170251 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23023650.000000 Penalty: 5979.262695
	Iteration 44Q: 3 clusters Score -2.302365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23023644.000000 Penalty: 5979.262695
	Iteration 45Q: 3 clusters Score -2.302364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -23023638.000000 Penalty: 5979.262695
	Iteration 46Q: 3 clusters Score -2.302364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23023658.000000 Penalty: 5979.262695
	Iteration 47Q: 3 clusters Score -2.302366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23023650.000000 Penalty: 5979.262695
	Iteration 48Q: 3 clusters Score -2.302365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -23023650.000000 Penalty: 5979.262695
	Iteration 49Q: 3 clusters Score -2.302365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -23023668.000000 Penalty: 5979.262695
	Iteration 50Q: 3 clusters Score -2.302367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -23023680.000000 Penalty: 5979.262695
	Iteration 51Q: 3 clusters Score -2.302368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170340 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23023684.000000 Penalty: 5979.262695
	Iteration 52Q: 3 clusters Score -2.302368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23023674.000000 Penalty: 5979.262695
	Iteration 53Q: 3 clusters Score -2.302367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170355 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23023698.000000 Penalty: 5979.262695
	Iteration 54Q: 3 clusters Score -2.30237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23023694.000000 Penalty: 5979.262695
	Iteration 55Q: 3 clusters Score -2.302369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170363 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23023704.000000 Penalty: 5979.262695
	Iteration 56Q: 3 clusters Score -2.30237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23023710.000000 Penalty: 5979.262695
	Iteration 57Q: 3 clusters Score -2.302371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170373 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23023722.000000 Penalty: 5979.262695
	Iteration 58Q: 3 clusters Score -2.302372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170379 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23023708.000000 Penalty: 5979.262695
	Iteration 59Q: 3 clusters Score -2.302371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23023704.000000 Penalty: 5979.262695
	Iteration 60F: 3 clusters Score -2.30237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170386 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23023694.000000 Penalty: 5979.262695
	Iteration 61Q: 3 clusters Score -2.302369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23023686.000000 Penalty: 5979.262695
	Iteration 62Q: 3 clusters Score -2.302369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23023696.000000 Penalty: 5979.262695
	Iteration 63Q: 3 clusters Score -2.30237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23023700.000000 Penalty: 5979.262695
	Iteration 64Q: 3 clusters Score -2.30237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23023698.000000 Penalty: 5979.262695
	Iteration 65Q: 3 clusters Score -2.30237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170399 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23023696.000000 Penalty: 5979.262695
	Iteration 66Q: 3 clusters Score -2.30237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170399 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23023712.000000 Penalty: 5979.262695
	Iteration 67Q: 3 clusters Score -2.302371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23023712.000000 Penalty: 5979.262695
	Iteration 68Q: 3 clusters Score -2.302371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23023712.000000 Penalty: 5979.262695
	Iteration 69F: 3 clusters Score -2.302371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Entering Unmasked Estep 
Score: -12218396.000000 Penalty: 2829.062500
	Iteration 0F: 2 clusters Score -1.22184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -12158129.000000 Penalty: 5658.125000
	Iteration 0F: 3 clusters Score -1.215813e+07 nChanged 42386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -12182183.000000 Penalty: 5658.125000
	Iteration 1F: 3 clusters Score -1.218218e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -12182706.000000 Penalty: 5658.125000
	Iteration 2Q: 3 clusters Score -1.218271e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -12183238.000000 Penalty: 5658.125000
	Iteration 3Q: 3 clusters Score -1.218324e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -12183763.000000 Penalty: 5658.125000
	Iteration 4Q: 3 clusters Score -1.218376e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -12184488.000000 Penalty: 5658.125000
	Iteration 5Q: 3 clusters Score -1.218449e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -12185522.000000 Penalty: 5658.125000
	Iteration 6Q: 3 clusters Score -1.218552e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -12187004.000000 Penalty: 5658.125000
	Iteration 7Q: 3 clusters Score -1.2187e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -12189769.000000 Penalty: 5658.125000
	Iteration 8F: 3 clusters Score -1.218977e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -12194046.000000 Penalty: 5658.125000
	Iteration 9F: 3 clusters Score -1.219405e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -12199720.000000 Penalty: 5658.125000
	Iteration 10F: 3 clusters Score -1.219972e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -12205418.000000 Penalty: 5658.125000
	Iteration 11F: 3 clusters Score -1.220542e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -12209923.000000 Penalty: 5658.125000
	Iteration 12F: 3 clusters Score -1.220992e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -12212754.000000 Penalty: 5658.125000
	Iteration 13Q: 3 clusters Score -1.221275e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12214234.000000 Penalty: 5658.125000
	Iteration 14Q: 3 clusters Score -1.221423e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12215004.000000 Penalty: 5658.125000
	Iteration 15Q: 3 clusters Score -1.2215e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12215424.000000 Penalty: 5658.125000
	Iteration 16Q: 3 clusters Score -1.221542e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12215632.000000 Penalty: 5658.125000
	Iteration 17Q: 3 clusters Score -1.221563e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12215786.000000 Penalty: 5658.125000
	Iteration 18Q: 3 clusters Score -1.221579e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12215857.000000 Penalty: 5658.125000
	Iteration 19Q: 3 clusters Score -1.221586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12215916.000000 Penalty: 5658.125000
	Iteration 20F: 3 clusters Score -1.221592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12215922.000000 Penalty: 5658.125000
	Iteration 21Q: 3 clusters Score -1.221592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12215929.000000 Penalty: 5658.125000
	Iteration 22Q: 3 clusters Score -1.221593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12215941.000000 Penalty: 5658.125000
	Iteration 23Q: 3 clusters Score -1.221594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12215959.000000 Penalty: 5658.125000
	Iteration 24Q: 3 clusters Score -1.221596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12215969.000000 Penalty: 5658.125000
	Iteration 25Q: 3 clusters Score -1.221597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12215980.000000 Penalty: 5658.125000
	Iteration 26Q: 3 clusters Score -1.221598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12215980.000000 Penalty: 5658.125000
	Iteration 27Q: 3 clusters Score -1.221598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12215978.000000 Penalty: 5658.125000
	Iteration 28Q: 3 clusters Score -1.221598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12215979.000000 Penalty: 5658.125000
	Iteration 29Q: 3 clusters Score -1.221598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12215976.000000 Penalty: 5658.125000
	Iteration 30Q: 3 clusters Score -1.221598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12215982.000000 Penalty: 5658.125000
	Iteration 31Q: 3 clusters Score -1.221598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12215989.000000 Penalty: 5658.125000
	Iteration 32Q: 3 clusters Score -1.221599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12215987.000000 Penalty: 5658.125000
	Iteration 33Q: 3 clusters Score -1.221599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12215990.000000 Penalty: 5658.125000
	Iteration 34Q: 3 clusters Score -1.221599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12216001.000000 Penalty: 5658.125000
	Iteration 35Q: 3 clusters Score -1.2216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12216003.000000 Penalty: 5658.125000
	Iteration 36Q: 3 clusters Score -1.2216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12216005.000000 Penalty: 5658.125000
	Iteration 37Q: 3 clusters Score -1.2216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12216007.000000 Penalty: 5658.125000
	Iteration 38Q: 3 clusters Score -1.221601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12216006.000000 Penalty: 5658.125000
	Iteration 39Q: 3 clusters Score -1.221601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12216009.000000 Penalty: 5658.125000
	Iteration 40F: 3 clusters Score -1.221601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Entering Unmasked Estep 
Score: -10776228.000000 Penalty: 2797.523682
	Iteration 0F: 2 clusters Score -1.077623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -10723471.000000 Penalty: 5595.047363
	Iteration 0F: 3 clusters Score -1.072347e+07 nChanged 37085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -10744786.000000 Penalty: 5595.047363
	Iteration 1F: 3 clusters Score -1.074479e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -10745542.000000 Penalty: 5595.047363
	Iteration 2Q: 3 clusters Score -1.074554e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -10746339.000000 Penalty: 5595.047363
	Iteration 3Q: 3 clusters Score -1.074634e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -10747185.000000 Penalty: 5595.047363
	Iteration 4Q: 3 clusters Score -1.074718e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -10748386.000000 Penalty: 5595.047363
	Iteration 5Q: 3 clusters Score -1.074839e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -10750173.000000 Penalty: 5595.047363
	Iteration 6Q: 3 clusters Score -1.075017e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -10752657.000000 Penalty: 5595.047363
	Iteration 7F: 3 clusters Score -1.075266e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -10756420.000000 Penalty: 5595.047363
	Iteration 8F: 3 clusters Score -1.075642e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -10761229.000000 Penalty: 5595.047363
	Iteration 9F: 3 clusters Score -1.076123e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -10765951.000000 Penalty: 5595.047363
	Iteration 10F: 3 clusters Score -1.076595e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -10769426.000000 Penalty: 5595.047363
	Iteration 11Q: 3 clusters Score -1.076943e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10771487.000000 Penalty: 5595.047363
	Iteration 12Q: 3 clusters Score -1.077149e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -10772557.000000 Penalty: 5595.047363
	Iteration 13Q: 3 clusters Score -1.077256e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10773037.000000 Penalty: 5595.047363
	Iteration 14Q: 3 clusters Score -1.077304e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10773329.000000 Penalty: 5595.047363
	Iteration 15Q: 3 clusters Score -1.077333e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10773497.000000 Penalty: 5595.047363
	Iteration 16Q: 3 clusters Score -1.07735e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10773579.000000 Penalty: 5595.047363
	Iteration 17Q: 3 clusters Score -1.077358e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10773643.000000 Penalty: 5595.047363
	Iteration 18Q: 3 clusters Score -1.077364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10773700.000000 Penalty: 5595.047363
	Iteration 19Q: 3 clusters Score -1.07737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10773749.000000 Penalty: 5595.047363
	Iteration 20F: 3 clusters Score -1.077375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10773778.000000 Penalty: 5595.047363
	Iteration 21Q: 3 clusters Score -1.077378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10773799.000000 Penalty: 5595.047363
	Iteration 22Q: 3 clusters Score -1.07738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10773810.000000 Penalty: 5595.047363
	Iteration 23Q: 3 clusters Score -1.077381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10773828.000000 Penalty: 5595.047363
	Iteration 24Q: 3 clusters Score -1.077383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10773838.000000 Penalty: 5595.047363
	Iteration 25Q: 3 clusters Score -1.077384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10773863.000000 Penalty: 5595.047363
	Iteration 26Q: 3 clusters Score -1.077386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10773874.000000 Penalty: 5595.047363
	Iteration 27Q: 3 clusters Score -1.077387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78693 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10773873.000000 Penalty: 5595.047363
	Iteration 28Q: 3 clusters Score -1.077387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10773882.000000 Penalty: 5595.047363
	Iteration 29Q: 3 clusters Score -1.077388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10773895.000000 Penalty: 5595.047363
	Iteration 30Q: 3 clusters Score -1.07739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10773897.000000 Penalty: 5595.047363
	Iteration 31Q: 3 clusters Score -1.07739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10773906.000000 Penalty: 5595.047363
	Iteration 32Q: 3 clusters Score -1.077391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10773906.000000 Penalty: 5595.047363
	Iteration 33Q: 3 clusters Score -1.077391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10773904.000000 Penalty: 5595.047363
	Iteration 34Q: 3 clusters Score -1.07739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10773913.000000 Penalty: 5595.047363
	Iteration 35Q: 3 clusters Score -1.077391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10773907.000000 Penalty: 5595.047363
	Iteration 36Q: 3 clusters Score -1.077391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10773899.000000 Penalty: 5595.047363
	Iteration 37Q: 3 clusters Score -1.07739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10773896.000000 Penalty: 5595.047363
	Iteration 38Q: 3 clusters Score -1.07739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10773895.000000 Penalty: 5595.047363
	Iteration 39Q: 3 clusters Score -1.07739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10773912.000000 Penalty: 5595.047363
	Iteration 40F: 3 clusters Score -1.077391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10773917.000000 Penalty: 5595.047363
	Iteration 41Q: 3 clusters Score -1.077392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10773916.000000 Penalty: 5595.047363
	Iteration 42Q: 3 clusters Score -1.077392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10773915.000000 Penalty: 5595.047363
	Iteration 43Q: 3 clusters Score -1.077392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10773919.000000 Penalty: 5595.047363
	Iteration 44Q: 3 clusters Score -1.077392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10773919.000000 Penalty: 5595.047363
	Iteration 45F: 3 clusters Score -1.077392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37339.703125 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37339.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37619.203125 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37619.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37757.484375 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37757.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37873.695312 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -37873.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37973.074219 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37973.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38078.621094 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -38078.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38152.679688 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -38152.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38212.828125 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38212.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38223.968750 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38223.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38223.968750 Penalty: 2911.171387
	Iteration 9F: 3 clusters Score -38223.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -2676819.250000 Penalty: 2469.096191
	Iteration 0F: 2 clusters Score -2676819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2662048.250000 Penalty: 4938.192383
	Iteration 0F: 3 clusters Score -2662048 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2667163.500000 Penalty: 4938.192383
	Iteration 1F: 3 clusters Score -2667164 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2667596.250000 Penalty: 4938.192383
	Iteration 2F: 3 clusters Score -2667596 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2667960.250000 Penalty: 4938.192383
	Iteration 3Q: 3 clusters Score -2667960 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2668315.250000 Penalty: 4938.192383
	Iteration 4Q: 3 clusters Score -2668315 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2668739.750000 Penalty: 4938.192383
	Iteration 5Q: 3 clusters Score -2668740 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2669333.750000 Penalty: 4938.192383
	Iteration 6Q: 3 clusters Score -2669334 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2670048.000000 Penalty: 4938.192383
	Iteration 7F: 3 clusters Score -2670048 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2670831.250000 Penalty: 4938.192383
	Iteration 8F: 3 clusters Score -2670831 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2671619.500000 Penalty: 4938.192383
	Iteration 9F: 3 clusters Score -2671620 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2672345.500000 Penalty: 4938.192383
	Iteration 10F: 3 clusters Score -2672346 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2673051.000000 Penalty: 4938.192383
	Iteration 11Q: 3 clusters Score -2673051 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2673714.750000 Penalty: 4938.192383
	Iteration 12Q: 3 clusters Score -2673715 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2674207.000000 Penalty: 4938.192383
	Iteration 13Q: 3 clusters Score -2674207 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2674639.250000 Penalty: 4938.192383
	Iteration 14Q: 3 clusters Score -2674639 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2675004.000000 Penalty: 4938.192383
	Iteration 15Q: 3 clusters Score -2675004 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2675334.500000 Penalty: 4938.192383
	Iteration 16Q: 3 clusters Score -2675334 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2675661.250000 Penalty: 4938.192383
	Iteration 17Q: 3 clusters Score -2675661 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2675997.500000 Penalty: 4938.192383
	Iteration 18Q: 3 clusters Score -2675998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2676247.000000 Penalty: 4938.192383
	Iteration 19Q: 3 clusters Score -2676247 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2676471.750000 Penalty: 4938.192383
	Iteration 20F: 3 clusters Score -2676472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2676612.250000 Penalty: 4938.192383
	Iteration 21Q: 3 clusters Score -2676612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2676743.750000 Penalty: 4938.192383
	Iteration 22Q: 3 clusters Score -2676744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2676840.500000 Penalty: 4938.192383
	Iteration 23Q: 3 clusters Score -2676840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2676914.750000 Penalty: 4938.192383
	Iteration 24Q: 3 clusters Score -2676915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2676942.500000 Penalty: 4938.192383
	Iteration 25Q: 3 clusters Score -2676942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2676963.750000 Penalty: 4938.192383
	Iteration 26Q: 3 clusters Score -2676964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2676964.250000 Penalty: 4938.192383
	Iteration 27Q: 3 clusters Score -2676964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2676965.250000 Penalty: 4938.192383
	Iteration 28Q: 3 clusters Score -2676965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2676966.500000 Penalty: 4938.192383
	Iteration 29Q: 3 clusters Score -2676966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2676966.500000 Penalty: 4938.192383
	Iteration 30F: 3 clusters Score -2676966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185120 members 
Mstep: Class 5 contains 147050 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143578 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 14 contains 20285 members 
Mstep: Class 15 contains 171951 members 
Mstep: Class 16 contains 89995 members 
Mstep: Class 17 contains 79248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 794 members 
Mstep: Class 20 contains 151306 members 
Mstep: Class 21 contains 118721 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
Score: -180356464.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180357328.000000 to -180356464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (151306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Entering Unmasked Estep 
Score: -20279286.000000 Penalty: 2957.910645
	Iteration 0F: 2 clusters Score -2.027929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -20179612.000000 Penalty: 5915.821289
	Iteration 0F: 3 clusters Score -2.017961e+07 nChanged 72214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -20222866.000000 Penalty: 5915.821289
	Iteration 1F: 3 clusters Score -2.022287e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -20224698.000000 Penalty: 5915.821289
	Iteration 2Q: 3 clusters Score -2.02247e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -20228342.000000 Penalty: 5915.821289
	Iteration 3Q: 3 clusters Score -2.022834e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -20234260.000000 Penalty: 5915.821289
	Iteration 4F: 3 clusters Score -2.023426e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -20243626.000000 Penalty: 5915.821289
	Iteration 5F: 3 clusters Score -2.024363e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -20255058.000000 Penalty: 5915.821289
	Iteration 6F: 3 clusters Score -2.025506e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -20264540.000000 Penalty: 5915.821289
	Iteration 7F: 3 clusters Score -2.026454e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138886 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -20270880.000000 Penalty: 5915.821289
	Iteration 8Q: 3 clusters Score -2.027088e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -20274324.000000 Penalty: 5915.821289
	Iteration 9Q: 3 clusters Score -2.027432e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143434 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -20276036.000000 Penalty: 5915.821289
	Iteration 10Q: 3 clusters Score -2.027604e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -20276750.000000 Penalty: 5915.821289
	Iteration 11Q: 3 clusters Score -2.027675e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -20276980.000000 Penalty: 5915.821289
	Iteration 12Q: 3 clusters Score -2.027698e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -20277120.000000 Penalty: 5915.821289
	Iteration 13Q: 3 clusters Score -2.027712e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -20277214.000000 Penalty: 5915.821289
	Iteration 14Q: 3 clusters Score -2.027721e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -20277272.000000 Penalty: 5915.821289
	Iteration 15Q: 3 clusters Score -2.027727e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -20277374.000000 Penalty: 5915.821289
	Iteration 16Q: 3 clusters Score -2.027737e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -20277404.000000 Penalty: 5915.821289
	Iteration 17Q: 3 clusters Score -2.02774e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -20277396.000000 Penalty: 5915.821289
	Iteration 18Q: 3 clusters Score -2.02774e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -20277442.000000 Penalty: 5915.821289
	Iteration 19Q: 3 clusters Score -2.027744e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146752 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -20277444.000000 Penalty: 5915.821289
	Iteration 20F: 3 clusters Score -2.027744e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -20277504.000000 Penalty: 5915.821289
	Iteration 21Q: 3 clusters Score -2.02775e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -20277542.000000 Penalty: 5915.821289
	Iteration 22Q: 3 clusters Score -2.027754e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -20277516.000000 Penalty: 5915.821289
	Iteration 23Q: 3 clusters Score -2.027752e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -20277500.000000 Penalty: 5915.821289
	Iteration 24Q: 3 clusters Score -2.02775e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -20277508.000000 Penalty: 5915.821289
	Iteration 25Q: 3 clusters Score -2.027751e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147372 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20277532.000000 Penalty: 5915.821289
	Iteration 26Q: 3 clusters Score -2.027753e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -20277492.000000 Penalty: 5915.821289
	Iteration 27Q: 3 clusters Score -2.027749e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -20277518.000000 Penalty: 5915.821289
	Iteration 28Q: 3 clusters Score -2.027752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -20277528.000000 Penalty: 5915.821289
	Iteration 29Q: 3 clusters Score -2.027753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20277520.000000 Penalty: 5915.821289
	Iteration 30Q: 3 clusters Score -2.027752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147548 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -20277546.000000 Penalty: 5915.821289
	Iteration 31Q: 3 clusters Score -2.027755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20277546.000000 Penalty: 5915.821289
	Iteration 32Q: 3 clusters Score -2.027755e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -20277592.000000 Penalty: 5915.821289
	Iteration 33Q: 3 clusters Score -2.027759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -20277602.000000 Penalty: 5915.821289
	Iteration 34Q: 3 clusters Score -2.02776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -20277606.000000 Penalty: 5915.821289
	Iteration 35Q: 3 clusters Score -2.027761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147693 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20277610.000000 Penalty: 5915.821289
	Iteration 36Q: 3 clusters Score -2.027761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -20277612.000000 Penalty: 5915.821289
	Iteration 37Q: 3 clusters Score -2.027761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -20277614.000000 Penalty: 5915.821289
	Iteration 38Q: 3 clusters Score -2.027761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147741 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20277604.000000 Penalty: 5915.821289
	Iteration 39Q: 3 clusters Score -2.02776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147745 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20277614.000000 Penalty: 5915.821289
	Iteration 40F: 3 clusters Score -2.027761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147753 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -20277610.000000 Penalty: 5915.821289
	Iteration 41Q: 3 clusters Score -2.027761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -20277586.000000 Penalty: 5915.821289
	Iteration 42Q: 3 clusters Score -2.027759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -20277574.000000 Penalty: 5915.821289
	Iteration 43Q: 3 clusters Score -2.027757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -20277578.000000 Penalty: 5915.821289
	Iteration 44Q: 3 clusters Score -2.027758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -20277580.000000 Penalty: 5915.821289
	Iteration 45Q: 3 clusters Score -2.027758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -20277580.000000 Penalty: 5915.821289
	Iteration 46Q: 3 clusters Score -2.027758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20277578.000000 Penalty: 5915.821289
	Iteration 47Q: 3 clusters Score -2.027758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -20277578.000000 Penalty: 5915.821289
	Iteration 48Q: 3 clusters Score -2.027758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -20277576.000000 Penalty: 5915.821289
	Iteration 49Q: 3 clusters Score -2.027758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147805 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -20277572.000000 Penalty: 5915.821289
	Iteration 50Q: 3 clusters Score -2.027757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20277564.000000 Penalty: 5915.821289
	Iteration 51Q: 3 clusters Score -2.027756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -20277562.000000 Penalty: 5915.821289
	Iteration 52Q: 3 clusters Score -2.027756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -20277568.000000 Penalty: 5915.821289
	Iteration 53Q: 3 clusters Score -2.027757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20277562.000000 Penalty: 5915.821289
	Iteration 54Q: 3 clusters Score -2.027756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20277548.000000 Penalty: 5915.821289
	Iteration 55Q: 3 clusters Score -2.027755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20277554.000000 Penalty: 5915.821289
	Iteration 56Q: 3 clusters Score -2.027755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -20277556.000000 Penalty: 5915.821289
	Iteration 57Q: 3 clusters Score -2.027756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20277568.000000 Penalty: 5915.821289
	Iteration 58Q: 3 clusters Score -2.027757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -20277564.000000 Penalty: 5915.821289
	Iteration 59Q: 3 clusters Score -2.027756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20277554.000000 Penalty: 5915.821289
	Iteration 60F: 3 clusters Score -2.027755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20277540.000000 Penalty: 5915.821289
	Iteration 61Q: 3 clusters Score -2.027754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147930 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -20277536.000000 Penalty: 5915.821289
	Iteration 62Q: 3 clusters Score -2.027754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20277542.000000 Penalty: 5915.821289
	Iteration 63Q: 3 clusters Score -2.027754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20277532.000000 Penalty: 5915.821289
	Iteration 64Q: 3 clusters Score -2.027753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -20277532.000000 Penalty: 5915.821289
	Iteration 65Q: 3 clusters Score -2.027753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20277538.000000 Penalty: 5915.821289
	Iteration 66Q: 3 clusters Score -2.027754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20277556.000000 Penalty: 5915.821289
	Iteration 67Q: 3 clusters Score -2.027756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -20277562.000000 Penalty: 5915.821289
	Iteration 68Q: 3 clusters Score -2.027756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -20277550.000000 Penalty: 5915.821289
	Iteration 69Q: 3 clusters Score -2.027755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -20277548.000000 Penalty: 5915.821289
	Iteration 70Q: 3 clusters Score -2.027755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -20277562.000000 Penalty: 5915.821289
	Iteration 71Q: 3 clusters Score -2.027756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20277576.000000 Penalty: 5915.821289
	Iteration 72Q: 3 clusters Score -2.027758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -20277564.000000 Penalty: 5915.821289
	Iteration 73Q: 3 clusters Score -2.027756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -20277560.000000 Penalty: 5915.821289
	Iteration 74Q: 3 clusters Score -2.027756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -20277566.000000 Penalty: 5915.821289
	Iteration 75Q: 3 clusters Score -2.027757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20277564.000000 Penalty: 5915.821289
	Iteration 76Q: 3 clusters Score -2.027756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -20277562.000000 Penalty: 5915.821289
	Iteration 77Q: 3 clusters Score -2.027756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148055 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -20277570.000000 Penalty: 5915.821289
	Iteration 78Q: 3 clusters Score -2.027757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148067 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20277584.000000 Penalty: 5915.821289
	Iteration 79Q: 3 clusters Score -2.027758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -20277584.000000 Penalty: 5915.821289
	Iteration 80F: 3 clusters Score -2.027758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -20277582.000000 Penalty: 5915.821289
	Iteration 81Q: 3 clusters Score -2.027758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148087 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -20277584.000000 Penalty: 5915.821289
	Iteration 82Q: 3 clusters Score -2.027758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20277592.000000 Penalty: 5915.821289
	Iteration 83Q: 3 clusters Score -2.027759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20277594.000000 Penalty: 5915.821289
	Iteration 84Q: 3 clusters Score -2.027759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -20277596.000000 Penalty: 5915.821289
	Iteration 85Q: 3 clusters Score -2.02776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -20277582.000000 Penalty: 5915.821289
	Iteration 86Q: 3 clusters Score -2.027758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20277582.000000 Penalty: 5915.821289
	Iteration 87Q: 3 clusters Score -2.027758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -20277572.000000 Penalty: 5915.821289
	Iteration 88Q: 3 clusters Score -2.027757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -20277572.000000 Penalty: 5915.821289
	Iteration 89Q: 3 clusters Score -2.027757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20277576.000000 Penalty: 5915.821289
	Iteration 90Q: 3 clusters Score -2.027758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -20277570.000000 Penalty: 5915.821289
	Iteration 91Q: 3 clusters Score -2.027757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -20277570.000000 Penalty: 5915.821289
	Iteration 92F: 3 clusters Score -2.027757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Entering Unmasked Estep 
Score: -16002951.000000 Penalty: 2897.763672
	Iteration 0F: 2 clusters Score -1.600295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -15923651.000000 Penalty: 5795.527344
	Iteration 0F: 3 clusters Score -1.592365e+07 nChanged 56326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -15956238.000000 Penalty: 5795.527344
	Iteration 1F: 3 clusters Score -1.595624e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -15957052.000000 Penalty: 5795.527344
	Iteration 2Q: 3 clusters Score -1.595705e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -15957951.000000 Penalty: 5795.527344
	Iteration 3Q: 3 clusters Score -1.595795e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -15959122.000000 Penalty: 5795.527344
	Iteration 4Q: 3 clusters Score -1.595912e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -15960803.000000 Penalty: 5795.527344
	Iteration 5Q: 3 clusters Score -1.59608e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -15963547.000000 Penalty: 5795.527344
	Iteration 6Q: 3 clusters Score -1.596355e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -15967931.000000 Penalty: 5795.527344
	Iteration 7F: 3 clusters Score -1.596793e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -15974917.000000 Penalty: 5795.527344
	Iteration 8F: 3 clusters Score -1.597492e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -15983490.000000 Penalty: 5795.527344
	Iteration 9F: 3 clusters Score -1.598349e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -15990996.000000 Penalty: 5795.527344
	Iteration 10F: 3 clusters Score -1.5991e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -15995711.000000 Penalty: 5795.527344
	Iteration 11Q: 3 clusters Score -1.599571e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -15998153.000000 Penalty: 5795.527344
	Iteration 12Q: 3 clusters Score -1.599815e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15999254.000000 Penalty: 5795.527344
	Iteration 13Q: 3 clusters Score -1.599925e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15999721.000000 Penalty: 5795.527344
	Iteration 14Q: 3 clusters Score -1.599972e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16000029.000000 Penalty: 5795.527344
	Iteration 15Q: 3 clusters Score -1.600003e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16000156.000000 Penalty: 5795.527344
	Iteration 16Q: 3 clusters Score -1.600016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16000217.000000 Penalty: 5795.527344
	Iteration 17Q: 3 clusters Score -1.600022e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16000281.000000 Penalty: 5795.527344
	Iteration 18Q: 3 clusters Score -1.600028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16000312.000000 Penalty: 5795.527344
	Iteration 19Q: 3 clusters Score -1.600031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16000352.000000 Penalty: 5795.527344
	Iteration 20F: 3 clusters Score -1.600035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118264 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16000383.000000 Penalty: 5795.527344
	Iteration 21Q: 3 clusters Score -1.600038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118275 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16000407.000000 Penalty: 5795.527344
	Iteration 22Q: 3 clusters Score -1.600041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16000403.000000 Penalty: 5795.527344
	Iteration 23Q: 3 clusters Score -1.60004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118290 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16000411.000000 Penalty: 5795.527344
	Iteration 24Q: 3 clusters Score -1.600041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16000423.000000 Penalty: 5795.527344
	Iteration 25Q: 3 clusters Score -1.600042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16000429.000000 Penalty: 5795.527344
	Iteration 26Q: 3 clusters Score -1.600043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16000432.000000 Penalty: 5795.527344
	Iteration 27Q: 3 clusters Score -1.600043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16000429.000000 Penalty: 5795.527344
	Iteration 28Q: 3 clusters Score -1.600043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16000436.000000 Penalty: 5795.527344
	Iteration 29Q: 3 clusters Score -1.600044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16000427.000000 Penalty: 5795.527344
	Iteration 30Q: 3 clusters Score -1.600043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16000433.000000 Penalty: 5795.527344
	Iteration 31Q: 3 clusters Score -1.600043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16000430.000000 Penalty: 5795.527344
	Iteration 32Q: 3 clusters Score -1.600043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16000444.000000 Penalty: 5795.527344
	Iteration 33Q: 3 clusters Score -1.600044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16000449.000000 Penalty: 5795.527344
	Iteration 34Q: 3 clusters Score -1.600045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16000455.000000 Penalty: 5795.527344
	Iteration 35Q: 3 clusters Score -1.600046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16000454.000000 Penalty: 5795.527344
	Iteration 36Q: 3 clusters Score -1.600045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16000454.000000 Penalty: 5795.527344
	Iteration 37F: 3 clusters Score -1.600045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -559172.812500 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -559172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -554950.937500 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -554950.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -555964.875000 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -555964.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -556180.625000 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -556180.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -556312.687500 Penalty: 4168.395996
	Iteration 3F: 3 clusters Score -556312.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -556409.562500 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -556409.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -556477.562500 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -556477.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -556531.000000 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -556531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -556575.062500 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -556575.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -556616.062500 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -556616.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -556652.750000 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -556652.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -556699.437500 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -556699.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -556740.375000 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -556740.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -556776.062500 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -556776.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -556822.687500 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -556822.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -556859.312500 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -556859.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -556899.312500 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -556899.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -556931.625000 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -556931.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -556962.875000 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -556962.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -556989.250000 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -556989.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -557030.687500 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -557030.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -557090.062500 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -557090.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -557144.875000 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -557144.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -557215.312500 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -557215.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -557276.562500 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -557276.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -557327.312500 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -557327.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -557363.000000 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -557363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -557398.687500 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -557398.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -557438.187500 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -557438.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -557470.937500 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -557470.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -557493.250000 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -557493.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -557514.000000 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -557514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -557532.562500 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -557532.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -557560.750000 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -557560.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -557589.375000 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -557589.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -557610.312500 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -557610.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -557637.062500 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -557637.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -557658.187500 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -557658.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -557676.937500 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -557676.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -557689.500000 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -557689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -557695.687500 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -557695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -557704.062500 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -557704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -557712.125000 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -557712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -557719.937500 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -557719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -557723.187500 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -557723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -557727.062500 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -557727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -557728.750000 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -557728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -557729.062500 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -557729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -557730.312500 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -557730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -557730.937500 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -557730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -557732.187500 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -557732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -557732.687500 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -557732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -557732.687500 Penalty: 4168.395996
	Iteration 51F: 3 clusters Score -557732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185120 members 
Mstep: Class 5 contains 147050 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143578 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 15 contains 171951 members 
Mstep: Class 16 contains 89995 members 
Mstep: Class 17 contains 79248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 151306 members 
Mstep: Class 21 contains 118721 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357440.000000 Penalty: 73593.648438
Iteration 359Q: 22 clusters Score -1.803574e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185122 members 
Mstep: Class 5 contains 147014 members 
Mstep: Class 6 contains 60248 members 
Mstep: Class 7 contains 63814 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143569 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116048 members 
Mstep: Class 15 contains 172033 members 
Mstep: Class 16 contains 89994 members 
Mstep: Class 17 contains 79239 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 151275 members 
Mstep: Class 21 contains 118713 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357408.000000 Penalty: 73593.648438
Iteration 360F: 22 clusters Score -1.803574e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185131 members 
Mstep: Class 5 contains 146966 members 
Mstep: Class 6 contains 60251 members 
Mstep: Class 7 contains 63813 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143553 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116038 members 
Mstep: Class 15 contains 172112 members 
Mstep: Class 16 contains 89994 members 
Mstep: Class 17 contains 79246 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 151247 members 
Mstep: Class 21 contains 118696 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 361Q: 22 clusters Score -1.803575e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185144 members 
Mstep: Class 5 contains 146932 members 
Mstep: Class 6 contains 60257 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143533 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116041 members 
Mstep: Class 15 contains 172168 members 
Mstep: Class 16 contains 89987 members 
Mstep: Class 17 contains 79246 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 151219 members 
Mstep: Class 21 contains 118671 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357472.000000 Penalty: 73593.648438
Iteration 362Q: 22 clusters Score -1.803575e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185163 members 
Mstep: Class 5 contains 146898 members 
Mstep: Class 6 contains 60271 members 
Mstep: Class 7 contains 63817 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143483 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116055 members 
Mstep: Class 15 contains 172230 members 
Mstep: Class 16 contains 89990 members 
Mstep: Class 17 contains 79247 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 151191 members 
Mstep: Class 21 contains 118644 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357264.000000 Penalty: 73593.648438
Iteration 363Q: 22 clusters Score -1.803573e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185156 members 
Mstep: Class 5 contains 146876 members 
Mstep: Class 6 contains 60274 members 
Mstep: Class 7 contains 63817 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143448 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116050 members 
Mstep: Class 15 contains 172296 members 
Mstep: Class 16 contains 89995 members 
Mstep: Class 17 contains 79248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 151178 members 
Mstep: Class 21 contains 118615 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357168.000000 Penalty: 73593.648438
Iteration 364Q: 22 clusters Score -1.803572e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185159 members 
Mstep: Class 5 contains 146856 members 
Mstep: Class 6 contains 60274 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143413 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116052 members 
Mstep: Class 15 contains 172366 members 
Mstep: Class 16 contains 90003 members 
Mstep: Class 17 contains 79240 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21077 members 
Mstep: Class 20 contains 151174 members 
Mstep: Class 21 contains 118573 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357248.000000 Penalty: 73593.648438
Iteration 365Q: 22 clusters Score -1.803572e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185157 members 
Mstep: Class 5 contains 146843 members 
Mstep: Class 6 contains 60270 members 
Mstep: Class 7 contains 63824 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143391 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 15 contains 172409 members 
Mstep: Class 16 contains 89999 members 
Mstep: Class 17 contains 79238 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 151175 members 
Mstep: Class 21 contains 118546 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357424.000000 Penalty: 73593.648438
Iteration 366Q: 22 clusters Score -1.803574e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185161 members 
Mstep: Class 5 contains 146825 members 
Mstep: Class 6 contains 60261 members 
Mstep: Class 7 contains 63833 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143383 members 
Mstep: Class 10 contains 6182 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116057 members 
Mstep: Class 15 contains 172455 members 
Mstep: Class 16 contains 89993 members 
Mstep: Class 17 contains 79246 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 151175 members 
Mstep: Class 21 contains 118505 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357696.000000 Penalty: 73593.648438
Iteration 367Q: 22 clusters Score -1.803577e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185163 members 
Mstep: Class 5 contains 146833 members 
Mstep: Class 6 contains 60255 members 
Mstep: Class 7 contains 63836 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143361 members 
Mstep: Class 10 contains 6205 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116067 members 
Mstep: Class 15 contains 172481 members 
Mstep: Class 16 contains 89992 members 
Mstep: Class 17 contains 79246 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 151159 members 
Mstep: Class 21 contains 118480 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357552.000000 Penalty: 73593.648438
Iteration 368Q: 22 clusters Score -1.803576e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185170 members 
Mstep: Class 5 contains 146828 members 
Mstep: Class 6 contains 60254 members 
Mstep: Class 7 contains 63838 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143354 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116073 members 
Mstep: Class 15 contains 172523 members 
Mstep: Class 16 contains 89985 members 
Mstep: Class 17 contains 79253 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 151128 members 
Mstep: Class 21 contains 118449 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357536.000000 Penalty: 73593.648438
Iteration 369Q: 22 clusters Score -1.803575e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185179 members 
Mstep: Class 5 contains 146834 members 
Mstep: Class 6 contains 60258 members 
Mstep: Class 7 contains 63839 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143349 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116072 members 
Mstep: Class 15 contains 172544 members 
Mstep: Class 16 contains 89973 members 
Mstep: Class 17 contains 79253 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 151128 members 
Mstep: Class 21 contains 118415 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357440.000000 Penalty: 73593.648438
Iteration 370Q: 22 clusters Score -1.803574e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185194 members 
Mstep: Class 5 contains 146837 members 
Mstep: Class 6 contains 60260 members 
Mstep: Class 7 contains 63838 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143335 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116069 members 
Mstep: Class 15 contains 172570 members 
Mstep: Class 16 contains 89969 members 
Mstep: Class 17 contains 79257 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21061 members 
Mstep: Class 20 contains 151116 members 
Mstep: Class 21 contains 118388 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357456.000000 Penalty: 73593.648438
Iteration 371Q: 22 clusters Score -1.803575e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185189 members 
Mstep: Class 5 contains 146844 members 
Mstep: Class 6 contains 60260 members 
Mstep: Class 7 contains 63835 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143340 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116071 members 
Mstep: Class 15 contains 172579 members 
Mstep: Class 16 contains 89969 members 
Mstep: Class 17 contains 79251 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21064 members 
Mstep: Class 20 contains 151108 members 
Mstep: Class 21 contains 118370 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357488.000000 Penalty: 73593.648438
Iteration 372Q: 22 clusters Score -1.803575e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185205 members 
Mstep: Class 5 contains 146851 members 
Mstep: Class 6 contains 60258 members 
Mstep: Class 7 contains 63830 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143332 members 
Mstep: Class 10 contains 6276 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116070 members 
Mstep: Class 15 contains 172604 members 
Mstep: Class 16 contains 89967 members 
Mstep: Class 17 contains 79254 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21062 members 
Mstep: Class 20 contains 151100 members 
Mstep: Class 21 contains 118340 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357488.000000 Penalty: 73593.648438
Iteration 373Q: 22 clusters Score -1.803575e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185212 members 
Mstep: Class 5 contains 146873 members 
Mstep: Class 6 contains 60262 members 
Mstep: Class 7 contains 63827 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143311 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116072 members 
Mstep: Class 15 contains 172623 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 79261 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21063 members 
Mstep: Class 20 contains 151091 members 
Mstep: Class 21 contains 118312 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357376.000000 Penalty: 73593.648438
Iteration 374Q: 22 clusters Score -1.803574e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185204 members 
Mstep: Class 5 contains 146879 members 
Mstep: Class 6 contains 60259 members 
Mstep: Class 7 contains 63819 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143300 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116078 members 
Mstep: Class 15 contains 172656 members 
Mstep: Class 16 contains 89959 members 
Mstep: Class 17 contains 79269 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21068 members 
Mstep: Class 20 contains 151080 members 
Mstep: Class 21 contains 118284 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357376.000000 Penalty: 73593.648438
Iteration 375Q: 22 clusters Score -1.803574e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185198 members 
Mstep: Class 5 contains 146904 members 
Mstep: Class 6 contains 60258 members 
Mstep: Class 7 contains 63817 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143282 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116078 members 
Mstep: Class 15 contains 172673 members 
Mstep: Class 16 contains 89967 members 
Mstep: Class 17 contains 79272 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 151079 members 
Mstep: Class 21 contains 118246 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357328.000000 Penalty: 73593.648438
Iteration 376Q: 22 clusters Score -1.803573e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185191 members 
Mstep: Class 5 contains 146914 members 
Mstep: Class 6 contains 60261 members 
Mstep: Class 7 contains 63818 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143261 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 116075 members 
Mstep: Class 15 contains 172704 members 
Mstep: Class 16 contains 89961 members 
Mstep: Class 17 contains 79282 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 151064 members 
Mstep: Class 21 contains 118223 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357424.000000 Penalty: 73593.648438
Iteration 377Q: 22 clusters Score -1.803574e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185177 members 
Mstep: Class 5 contains 146924 members 
Mstep: Class 6 contains 60265 members 
Mstep: Class 7 contains 63819 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143235 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116075 members 
Mstep: Class 15 contains 172730 members 
Mstep: Class 16 contains 89955 members 
Mstep: Class 17 contains 79289 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 151056 members 
Mstep: Class 21 contains 118204 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357360.000000 Penalty: 73593.648438
Iteration 378Q: 22 clusters Score -1.803574e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185162 members 
Mstep: Class 5 contains 146931 members 
Mstep: Class 6 contains 60266 members 
Mstep: Class 7 contains 63820 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143216 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116066 members 
Mstep: Class 15 contains 172746 members 
Mstep: Class 16 contains 89953 members 
Mstep: Class 17 contains 79308 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21068 members 
Mstep: Class 20 contains 151052 members 
Mstep: Class 21 contains 118186 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357456.000000 Penalty: 73593.648438
Iteration 379Q: 22 clusters Score -1.803575e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185165 members 
Mstep: Class 5 contains 146929 members 
Mstep: Class 6 contains 60263 members 
Mstep: Class 7 contains 63815 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143193 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116066 members 
Mstep: Class 15 contains 172775 members 
Mstep: Class 16 contains 89945 members 
Mstep: Class 17 contains 79317 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 151049 members 
Mstep: Class 21 contains 118169 members 
Mstep: Class 22 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357520.000000 Penalty: 73593.648438
Iteration 380F: 22 clusters Score -1.803575e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185159 members 
Mstep: Class 5 contains 146929 members 
Mstep: Class 6 contains 60251 members 
Mstep: Class 7 contains 63810 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143169 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116059 members 
Mstep: Class 15 contains 172817 members 
Mstep: Class 16 contains 89942 members 
Mstep: Class 17 contains 79324 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 151045 members 
Mstep: Class 21 contains 118151 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357696.000000 Penalty: 73593.648438
Iteration 381Q: 22 clusters Score -1.803577e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185151 members 
Mstep: Class 5 contains 146926 members 
Mstep: Class 6 contains 60246 members 
Mstep: Class 7 contains 63808 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143145 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 15 contains 172868 members 
Mstep: Class 16 contains 89937 members 
Mstep: Class 17 contains 79324 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 151037 members 
Mstep: Class 21 contains 118132 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 382Q: 22 clusters Score -1.803575e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185146 members 
Mstep: Class 5 contains 146920 members 
Mstep: Class 6 contains 60248 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143121 members 
Mstep: Class 10 contains 6463 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 15 contains 172913 members 
Mstep: Class 16 contains 89929 members 
Mstep: Class 17 contains 79326 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 151034 members 
Mstep: Class 21 contains 118116 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357360.000000 Penalty: 73593.648438
Iteration 383Q: 22 clusters Score -1.803574e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185146 members 
Mstep: Class 5 contains 146917 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63811 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143086 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 15 contains 172952 members 
Mstep: Class 16 contains 89931 members 
Mstep: Class 17 contains 79332 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21072 members 
Mstep: Class 20 contains 151031 members 
Mstep: Class 21 contains 118094 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 384Q: 22 clusters Score -1.803575e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185148 members 
Mstep: Class 5 contains 146905 members 
Mstep: Class 6 contains 60247 members 
Mstep: Class 7 contains 63821 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143062 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 15 contains 172980 members 
Mstep: Class 16 contains 89941 members 
Mstep: Class 17 contains 79335 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 151018 members 
Mstep: Class 21 contains 118068 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357504.000000 Penalty: 73593.648438
Iteration 385Q: 22 clusters Score -1.803575e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185140 members 
Mstep: Class 5 contains 146900 members 
Mstep: Class 6 contains 60245 members 
Mstep: Class 7 contains 63819 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143036 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116054 members 
Mstep: Class 15 contains 173017 members 
Mstep: Class 16 contains 89950 members 
Mstep: Class 17 contains 79338 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 151015 members 
Mstep: Class 21 contains 118045 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 22 clusters Score -1.803572e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185121 members 
Mstep: Class 5 contains 146902 members 
Mstep: Class 6 contains 60246 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143015 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116053 members 
Mstep: Class 15 contains 173050 members 
Mstep: Class 16 contains 89957 members 
Mstep: Class 17 contains 79337 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21075 members 
Mstep: Class 20 contains 151017 members 
Mstep: Class 21 contains 118020 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357360.000000 Penalty: 73593.648438
Iteration 387Q: 22 clusters Score -1.803574e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185114 members 
Mstep: Class 5 contains 146889 members 
Mstep: Class 6 contains 60244 members 
Mstep: Class 7 contains 63814 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 143003 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116049 members 
Mstep: Class 15 contains 173080 members 
Mstep: Class 16 contains 89958 members 
Mstep: Class 17 contains 79331 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 151023 members 
Mstep: Class 21 contains 118001 members 
Mstep: Class 22 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357008.000000 Penalty: 73593.648438
Iteration 388Q: 22 clusters Score -1.80357e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185110 members 
Mstep: Class 5 contains 146885 members 
Mstep: Class 6 contains 60243 members 
Mstep: Class 7 contains 63813 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142984 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116048 members 
Mstep: Class 15 contains 173110 members 
Mstep: Class 16 contains 89962 members 
Mstep: Class 17 contains 79333 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21072 members 
Mstep: Class 20 contains 151023 members 
Mstep: Class 21 contains 117969 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357184.000000 Penalty: 73593.648438
Iteration 389Q: 22 clusters Score -1.803572e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185105 members 
Mstep: Class 5 contains 146875 members 
Mstep: Class 6 contains 60242 members 
Mstep: Class 7 contains 63811 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142977 members 
Mstep: Class 10 contains 6634 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116046 members 
Mstep: Class 15 contains 173129 members 
Mstep: Class 16 contains 89960 members 
Mstep: Class 17 contains 79328 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21067 members 
Mstep: Class 20 contains 151023 members 
Mstep: Class 21 contains 117950 members 
Mstep: Class 22 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356976.000000 Penalty: 73593.648438
Iteration 390Q: 22 clusters Score -1.80357e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185099 members 
Mstep: Class 5 contains 146861 members 
Mstep: Class 6 contains 60245 members 
Mstep: Class 7 contains 63808 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142972 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116045 members 
Mstep: Class 15 contains 173132 members 
Mstep: Class 16 contains 89964 members 
Mstep: Class 17 contains 79326 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21066 members 
Mstep: Class 20 contains 151023 members 
Mstep: Class 21 contains 117936 members 
Mstep: Class 22 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357024.000000 Penalty: 73593.648438
Iteration 391Q: 22 clusters Score -1.80357e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185089 members 
Mstep: Class 5 contains 146850 members 
Mstep: Class 6 contains 60249 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142954 members 
Mstep: Class 10 contains 6703 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116050 members 
Mstep: Class 15 contains 173141 members 
Mstep: Class 16 contains 89968 members 
Mstep: Class 17 contains 79327 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21067 members 
Mstep: Class 20 contains 151023 members 
Mstep: Class 21 contains 117919 members 
Mstep: Class 22 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357344.000000 Penalty: 73593.648438
Iteration 392Q: 22 clusters Score -1.803573e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185075 members 
Mstep: Class 5 contains 146846 members 
Mstep: Class 6 contains 60248 members 
Mstep: Class 7 contains 63805 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142937 members 
Mstep: Class 10 contains 6730 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116051 members 
Mstep: Class 15 contains 173159 members 
Mstep: Class 16 contains 89970 members 
Mstep: Class 17 contains 79334 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 151016 members 
Mstep: Class 21 contains 117910 members 
Mstep: Class 22 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357408.000000 Penalty: 73593.648438
Iteration 393Q: 22 clusters Score -1.803574e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185059 members 
Mstep: Class 5 contains 146840 members 
Mstep: Class 6 contains 60250 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142919 members 
Mstep: Class 10 contains 6760 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116048 members 
Mstep: Class 15 contains 173182 members 
Mstep: Class 16 contains 89973 members 
Mstep: Class 17 contains 79336 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21066 members 
Mstep: Class 20 contains 151007 members 
Mstep: Class 21 contains 117899 members 
Mstep: Class 22 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357376.000000 Penalty: 73593.648438
Iteration 394Q: 22 clusters Score -1.803574e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185046 members 
Mstep: Class 5 contains 146838 members 
Mstep: Class 6 contains 60257 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142893 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116050 members 
Mstep: Class 15 contains 173201 members 
Mstep: Class 16 contains 89977 members 
Mstep: Class 17 contains 79343 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 150997 members 
Mstep: Class 21 contains 117881 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357424.000000 Penalty: 73593.648438
Iteration 395Q: 22 clusters Score -1.803574e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185026 members 
Mstep: Class 5 contains 146839 members 
Mstep: Class 6 contains 60258 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142884 members 
Mstep: Class 10 contains 6816 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116048 members 
Mstep: Class 15 contains 173221 members 
Mstep: Class 16 contains 89977 members 
Mstep: Class 17 contains 79344 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 150993 members 
Mstep: Class 21 contains 117861 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357440.000000 Penalty: 73593.648438
Iteration 396Q: 22 clusters Score -1.803574e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 185008 members 
Mstep: Class 5 contains 146830 members 
Mstep: Class 6 contains 60256 members 
Mstep: Class 7 contains 63809 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142866 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116045 members 
Mstep: Class 15 contains 173249 members 
Mstep: Class 16 contains 89976 members 
Mstep: Class 17 contains 79347 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 150987 members 
Mstep: Class 21 contains 117838 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357600.000000 Penalty: 73593.648438
Iteration 397Q: 22 clusters Score -1.803576e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184993 members 
Mstep: Class 5 contains 146819 members 
Mstep: Class 6 contains 60259 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142847 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116033 members 
Mstep: Class 15 contains 173287 members 
Mstep: Class 16 contains 89967 members 
Mstep: Class 17 contains 79354 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 150973 members 
Mstep: Class 21 contains 117812 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357824.000000 Penalty: 73593.648438
Iteration 398Q: 22 clusters Score -1.803578e+08 nChanged 288
Entering ConstructFrom: 
Score: -180357824.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41811.746094 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41811.75 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42081.894531 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -42081.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42212.679688 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -42212.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42271.058594 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42271.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42285.156250 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42285.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42333.343750 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42333.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42349.160156 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42349.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42369.988281 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42369.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42396.382812 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42396.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42408.078125 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -42408.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42408.078125 Penalty: 2950.225586
	Iteration 10F: 3 clusters Score -42408.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 303 members 
Entering Unmasked Estep 
Score: -69783.859375 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69783.86 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70033.296875 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -70033.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70145.734375 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70145.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70219.710938 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70219.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70267.148438 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70267.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70298.585938 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70298.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70328.375000 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70328.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70353.234375 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70353.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70368.796875 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70393.468750 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70393.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70421.062500 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70421.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70444.953125 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70444.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70465.414062 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -70465.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70522.054688 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -70522.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70561.187500 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -70561.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70595.664062 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -70595.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70612.773438 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -70612.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70642.648438 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -70642.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70666.695312 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -70666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70681.765625 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -70681.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70684.265625 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -70684.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70689.757812 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -70689.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70696.546875 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -70696.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70700.843750 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -70700.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70708.195312 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -70708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70717.164062 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -70717.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70728.625000 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -70728.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70728.625000 Penalty: 3175.350830
	Iteration 27F: 3 clusters Score -70728.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 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 429 members 
Entering Unmasked Estep 
Score: -103358.289062 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103358.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103622.468750 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103622.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103744.914062 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103744.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103824.218750 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103824.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103897.257812 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103897.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103988.750000 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103988.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104089.164062 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104089.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104176.484375 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104176.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104245.992188 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104306.617188 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104306.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104353.250000 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104372.500000 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104384.875000 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104399.867188 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104407.421875 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104413.710938 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104427.968750 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104442.054688 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104453.609375 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104465.429688 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104471.796875 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104485.484375 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -104485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104485.484375 Penalty: 3343.883545
	Iteration 22F: 3 clusters Score -104485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184965 members 
Entering Unmasked Estep 
Score: -24974694.000000 Penalty: 3007.724609
	Iteration 0F: 2 clusters Score -2.497469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -24866262.000000 Penalty: 6015.449219
	Iteration 0F: 3 clusters Score -2.486626e+07 nChanged 89027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -24918594.000000 Penalty: 6015.449219
	Iteration 1F: 3 clusters Score -2.491859e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -24920698.000000 Penalty: 6015.449219
	Iteration 2Q: 3 clusters Score -2.49207e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -24924190.000000 Penalty: 6015.449219
	Iteration 3Q: 3 clusters Score -2.492419e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -24929090.000000 Penalty: 6015.449219
	Iteration 4F: 3 clusters Score -2.492909e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -24935802.000000 Penalty: 6015.449219
	Iteration 5F: 3 clusters Score -2.49358e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -24943678.000000 Penalty: 6015.449219
	Iteration 6F: 3 clusters Score -2.494368e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -24951570.000000 Penalty: 6015.449219
	Iteration 7F: 3 clusters Score -2.495157e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -24958812.000000 Penalty: 6015.449219
	Iteration 8F: 3 clusters Score -2.495881e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -24963390.000000 Penalty: 6015.449219
	Iteration 9Q: 3 clusters Score -2.496339e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -24965492.000000 Penalty: 6015.449219
	Iteration 10Q: 3 clusters Score -2.496549e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -24966268.000000 Penalty: 6015.449219
	Iteration 11Q: 3 clusters Score -2.496627e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -24966862.000000 Penalty: 6015.449219
	Iteration 12Q: 3 clusters Score -2.496686e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -24967094.000000 Penalty: 6015.449219
	Iteration 13Q: 3 clusters Score -2.496709e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -24967382.000000 Penalty: 6015.449219
	Iteration 14Q: 3 clusters Score -2.496738e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -24967572.000000 Penalty: 6015.449219
	Iteration 15Q: 3 clusters Score -2.496757e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -24967764.000000 Penalty: 6015.449219
	Iteration 16Q: 3 clusters Score -2.496776e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -24968050.000000 Penalty: 6015.449219
	Iteration 17Q: 3 clusters Score -2.496805e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -24968186.000000 Penalty: 6015.449219
	Iteration 18Q: 3 clusters Score -2.496819e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -24968466.000000 Penalty: 6015.449219
	Iteration 19Q: 3 clusters Score -2.496847e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -24968670.000000 Penalty: 6015.449219
	Iteration 20F: 3 clusters Score -2.496867e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -24968888.000000 Penalty: 6015.449219
	Iteration 21Q: 3 clusters Score -2.496889e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -24969020.000000 Penalty: 6015.449219
	Iteration 22Q: 3 clusters Score -2.496902e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -24969148.000000 Penalty: 6015.449219
	Iteration 23Q: 3 clusters Score -2.496915e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -24969254.000000 Penalty: 6015.449219
	Iteration 24Q: 3 clusters Score -2.496925e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -24969382.000000 Penalty: 6015.449219
	Iteration 25Q: 3 clusters Score -2.496938e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110564 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -24969558.000000 Penalty: 6015.449219
	Iteration 26Q: 3 clusters Score -2.496956e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -24969684.000000 Penalty: 6015.449219
	Iteration 27Q: 3 clusters Score -2.496968e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -24969740.000000 Penalty: 6015.449219
	Iteration 28Q: 3 clusters Score -2.496974e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -24969782.000000 Penalty: 6015.449219
	Iteration 29Q: 3 clusters Score -2.496978e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -24969892.000000 Penalty: 6015.449219
	Iteration 30Q: 3 clusters Score -2.496989e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -24970098.000000 Penalty: 6015.449219
	Iteration 31Q: 3 clusters Score -2.49701e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -24970178.000000 Penalty: 6015.449219
	Iteration 32Q: 3 clusters Score -2.497018e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -24970248.000000 Penalty: 6015.449219
	Iteration 33Q: 3 clusters Score -2.497025e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -24970340.000000 Penalty: 6015.449219
	Iteration 34Q: 3 clusters Score -2.497034e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -24970420.000000 Penalty: 6015.449219
	Iteration 35Q: 3 clusters Score -2.497042e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -24970546.000000 Penalty: 6015.449219
	Iteration 36Q: 3 clusters Score -2.497055e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -24970656.000000 Penalty: 6015.449219
	Iteration 37Q: 3 clusters Score -2.497066e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -24970782.000000 Penalty: 6015.449219
	Iteration 38Q: 3 clusters Score -2.497078e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -24970912.000000 Penalty: 6015.449219
	Iteration 39Q: 3 clusters Score -2.497091e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -24971040.000000 Penalty: 6015.449219
	Iteration 40F: 3 clusters Score -2.497104e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -24971112.000000 Penalty: 6015.449219
	Iteration 41Q: 3 clusters Score -2.497111e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120272 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -24971220.000000 Penalty: 6015.449219
	Iteration 42Q: 3 clusters Score -2.497122e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121151 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -24971392.000000 Penalty: 6015.449219
	Iteration 43Q: 3 clusters Score -2.497139e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -24971494.000000 Penalty: 6015.449219
	Iteration 44Q: 3 clusters Score -2.497149e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -24971602.000000 Penalty: 6015.449219
	Iteration 45Q: 3 clusters Score -2.49716e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -24971718.000000 Penalty: 6015.449219
	Iteration 46Q: 3 clusters Score -2.497172e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -24971840.000000 Penalty: 6015.449219
	Iteration 47Q: 3 clusters Score -2.497184e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -24972030.000000 Penalty: 6015.449219
	Iteration 48Q: 3 clusters Score -2.497203e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127637 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -24972212.000000 Penalty: 6015.449219
	Iteration 49Q: 3 clusters Score -2.497221e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128831 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -24972434.000000 Penalty: 6015.449219
	Iteration 50Q: 3 clusters Score -2.497243e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130109 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -24972604.000000 Penalty: 6015.449219
	Iteration 51Q: 3 clusters Score -2.49726e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -24972890.000000 Penalty: 6015.449219
	Iteration 52Q: 3 clusters Score -2.497289e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -24973226.000000 Penalty: 6015.449219
	Iteration 53Q: 3 clusters Score -2.497323e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -24973518.000000 Penalty: 6015.449219
	Iteration 54Q: 3 clusters Score -2.497352e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135989 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -24973780.000000 Penalty: 6015.449219
	Iteration 55Q: 3 clusters Score -2.497378e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137669 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -24974000.000000 Penalty: 6015.449219
	Iteration 56Q: 3 clusters Score -2.4974e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -24974338.000000 Penalty: 6015.449219
	Iteration 57Q: 3 clusters Score -2.497434e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -24974702.000000 Penalty: 6015.449219
	Iteration 58Q: 3 clusters Score -2.49747e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -24975022.000000 Penalty: 6015.449219
	Iteration 59Q: 3 clusters Score -2.497502e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145726 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -24975324.000000 Penalty: 6015.449219
	Iteration 60F: 3 clusters Score -2.497532e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -24975708.000000 Penalty: 6015.449219
	Iteration 61Q: 3 clusters Score -2.497571e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -24976010.000000 Penalty: 6015.449219
	Iteration 62Q: 3 clusters Score -2.497601e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152833 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -24976386.000000 Penalty: 6015.449219
	Iteration 63Q: 3 clusters Score -2.497639e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -24976620.000000 Penalty: 6015.449219
	Iteration 64Q: 3 clusters Score -2.497662e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -24976802.000000 Penalty: 6015.449219
	Iteration 65Q: 3 clusters Score -2.49768e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160188 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -24976708.000000 Penalty: 6015.449219
	Iteration 66Q: 3 clusters Score -2.497671e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162558 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -24976648.000000 Penalty: 6015.449219
	Iteration 67Q: 3 clusters Score -2.497665e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -24976658.000000 Penalty: 6015.449219
	Iteration 68Q: 3 clusters Score -2.497666e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -24976546.000000 Penalty: 6015.449219
	Iteration 69Q: 3 clusters Score -2.497655e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -24976526.000000 Penalty: 6015.449219
	Iteration 70Q: 3 clusters Score -2.497653e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -24976338.000000 Penalty: 6015.449219
	Iteration 71Q: 3 clusters Score -2.497634e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -24976282.000000 Penalty: 6015.449219
	Iteration 72Q: 3 clusters Score -2.497628e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -24976060.000000 Penalty: 6015.449219
	Iteration 73Q: 3 clusters Score -2.497606e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -24976078.000000 Penalty: 6015.449219
	Iteration 74Q: 3 clusters Score -2.497608e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -24975818.000000 Penalty: 6015.449219
	Iteration 75Q: 3 clusters Score -2.497582e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -24975626.000000 Penalty: 6015.449219
	Iteration 76Q: 3 clusters Score -2.497563e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -24975270.000000 Penalty: 6015.449219
	Iteration 77Q: 3 clusters Score -2.497527e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -24974982.000000 Penalty: 6015.449219
	Iteration 78Q: 3 clusters Score -2.497498e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -24974700.000000 Penalty: 6015.449219
	Iteration 79Q: 3 clusters Score -2.49747e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -24974524.000000 Penalty: 6015.449219
	Iteration 80F: 3 clusters Score -2.497452e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -24974386.000000 Penalty: 6015.449219
	Iteration 81Q: 3 clusters Score -2.497439e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -24974272.000000 Penalty: 6015.449219
	Iteration 82Q: 3 clusters Score -2.497427e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181476 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -24974144.000000 Penalty: 6015.449219
	Iteration 83Q: 3 clusters Score -2.497414e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181841 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -24974072.000000 Penalty: 6015.449219
	Iteration 84Q: 3 clusters Score -2.497407e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -24973960.000000 Penalty: 6015.449219
	Iteration 85Q: 3 clusters Score -2.497396e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -24973826.000000 Penalty: 6015.449219
	Iteration 86Q: 3 clusters Score -2.497383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182657 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24973732.000000 Penalty: 6015.449219
	Iteration 87Q: 3 clusters Score -2.497373e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -24973658.000000 Penalty: 6015.449219
	Iteration 88Q: 3 clusters Score -2.497366e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182961 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -24973576.000000 Penalty: 6015.449219
	Iteration 89Q: 3 clusters Score -2.497358e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183047 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24973516.000000 Penalty: 6015.449219
	Iteration 90Q: 3 clusters Score -2.497352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -24973516.000000 Penalty: 6015.449219
	Iteration 91Q: 3 clusters Score -2.497352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24973496.000000 Penalty: 6015.449219
	Iteration 92Q: 3 clusters Score -2.49735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24973474.000000 Penalty: 6015.449219
	Iteration 93Q: 3 clusters Score -2.497347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -24973436.000000 Penalty: 6015.449219
	Iteration 94Q: 3 clusters Score -2.497344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183296 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24973406.000000 Penalty: 6015.449219
	Iteration 95Q: 3 clusters Score -2.497341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -24973412.000000 Penalty: 6015.449219
	Iteration 96Q: 3 clusters Score -2.497341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24973386.000000 Penalty: 6015.449219
	Iteration 97Q: 3 clusters Score -2.497339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -24973384.000000 Penalty: 6015.449219
	Iteration 98Q: 3 clusters Score -2.497338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183350 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24973384.000000 Penalty: 6015.449219
	Iteration 99Q: 3 clusters Score -2.497338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24973366.000000 Penalty: 6015.449219
	Iteration 100F: 3 clusters Score -2.497337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183369 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24973356.000000 Penalty: 6015.449219
	Iteration 101Q: 3 clusters Score -2.497336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24973360.000000 Penalty: 6015.449219
	Iteration 102Q: 3 clusters Score -2.497336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183384 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24973364.000000 Penalty: 6015.449219
	Iteration 103Q: 3 clusters Score -2.497336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183392 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -24973362.000000 Penalty: 6015.449219
	Iteration 104Q: 3 clusters Score -2.497336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -24973362.000000 Penalty: 6015.449219
	Iteration 105Q: 3 clusters Score -2.497336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183408 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24973372.000000 Penalty: 6015.449219
	Iteration 106Q: 3 clusters Score -2.497337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183415 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24973370.000000 Penalty: 6015.449219
	Iteration 107Q: 3 clusters Score -2.497337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183422 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -24973360.000000 Penalty: 6015.449219
	Iteration 108Q: 3 clusters Score -2.497336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -24973350.000000 Penalty: 6015.449219
	Iteration 109Q: 3 clusters Score -2.497335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24973354.000000 Penalty: 6015.449219
	Iteration 110Q: 3 clusters Score -2.497335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183447 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24973336.000000 Penalty: 6015.449219
	Iteration 111Q: 3 clusters Score -2.497334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183453 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -24973324.000000 Penalty: 6015.449219
	Iteration 112Q: 3 clusters Score -2.497332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183455 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -24973324.000000 Penalty: 6015.449219
	Iteration 113Q: 3 clusters Score -2.497332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -24973340.000000 Penalty: 6015.449219
	Iteration 114Q: 3 clusters Score -2.497334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183459 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24973340.000000 Penalty: 6015.449219
	Iteration 115Q: 3 clusters Score -2.497334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24973354.000000 Penalty: 6015.449219
	Iteration 116Q: 3 clusters Score -2.497335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183459 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24973340.000000 Penalty: 6015.449219
	Iteration 117Q: 3 clusters Score -2.497334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24973350.000000 Penalty: 6015.449219
	Iteration 118Q: 3 clusters Score -2.497335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -24973340.000000 Penalty: 6015.449219
	Iteration 119Q: 3 clusters Score -2.497334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183473 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24973340.000000 Penalty: 6015.449219
	Iteration 120F: 3 clusters Score -2.497334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24973338.000000 Penalty: 6015.449219
	Iteration 121Q: 3 clusters Score -2.497334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183480 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24973338.000000 Penalty: 6015.449219
	Iteration 122Q: 3 clusters Score -2.497334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183483 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -24973328.000000 Penalty: 6015.449219
	Iteration 123Q: 3 clusters Score -2.497333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -24973334.000000 Penalty: 6015.449219
	Iteration 124Q: 3 clusters Score -2.497333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183488 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -24973318.000000 Penalty: 6015.449219
	Iteration 125Q: 3 clusters Score -2.497332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183493 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24973334.000000 Penalty: 6015.449219
	Iteration 126Q: 3 clusters Score -2.497333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183502 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24973324.000000 Penalty: 6015.449219
	Iteration 127Q: 3 clusters Score -2.497332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24973328.000000 Penalty: 6015.449219
	Iteration 128Q: 3 clusters Score -2.497333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -24973330.000000 Penalty: 6015.449219
	Iteration 129Q: 3 clusters Score -2.497333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -24973330.000000 Penalty: 6015.449219
	Iteration 130F: 3 clusters Score -2.497333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146816 members 
Entering Unmasked Estep 
Score: -19819058.000000 Penalty: 2950.439941
	Iteration 0F: 2 clusters Score -1.981906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -19721214.000000 Penalty: 5900.879883
	Iteration 0F: 3 clusters Score -1.972121e+07 nChanged 70257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -19762174.000000 Penalty: 5900.879883
	Iteration 1F: 3 clusters Score -1.976217e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -19763374.000000 Penalty: 5900.879883
	Iteration 2Q: 3 clusters Score -1.976337e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -19765124.000000 Penalty: 5900.879883
	Iteration 3Q: 3 clusters Score -1.976512e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -19768398.000000 Penalty: 5900.879883
	Iteration 4Q: 3 clusters Score -1.97684e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -19774188.000000 Penalty: 5900.879883
	Iteration 5F: 3 clusters Score -1.977419e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -19783726.000000 Penalty: 5900.879883
	Iteration 6F: 3 clusters Score -1.978373e+07 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -19796874.000000 Penalty: 5900.879883
	Iteration 7F: 3 clusters Score -1.979687e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137506 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -19808098.000000 Penalty: 5900.879883
	Iteration 8F: 3 clusters Score -1.98081e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143487 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -19813742.000000 Penalty: 5900.879883
	Iteration 9Q: 3 clusters Score -1.981374e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19815464.000000 Penalty: 5900.879883
	Iteration 10Q: 3 clusters Score -1.981546e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19815998.000000 Penalty: 5900.879883
	Iteration 11Q: 3 clusters Score -1.9816e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146350 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19816184.000000 Penalty: 5900.879883
	Iteration 12Q: 3 clusters Score -1.981618e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146422 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19816270.000000 Penalty: 5900.879883
	Iteration 13Q: 3 clusters Score -1.981627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19816310.000000 Penalty: 5900.879883
	Iteration 14Q: 3 clusters Score -1.981631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146457 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19816342.000000 Penalty: 5900.879883
	Iteration 15Q: 3 clusters Score -1.981634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19816352.000000 Penalty: 5900.879883
	Iteration 16Q: 3 clusters Score -1.981635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146476 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19816356.000000 Penalty: 5900.879883
	Iteration 17Q: 3 clusters Score -1.981636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19816374.000000 Penalty: 5900.879883
	Iteration 18Q: 3 clusters Score -1.981637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19816388.000000 Penalty: 5900.879883
	Iteration 19Q: 3 clusters Score -1.981639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146492 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19816410.000000 Penalty: 5900.879883
	Iteration 20F: 3 clusters Score -1.981641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146494 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19816412.000000 Penalty: 5900.879883
	Iteration 21Q: 3 clusters Score -1.981641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146498 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19816436.000000 Penalty: 5900.879883
	Iteration 22Q: 3 clusters Score -1.981644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146499 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19816436.000000 Penalty: 5900.879883
	Iteration 23Q: 3 clusters Score -1.981644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146499 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19816436.000000 Penalty: 5900.879883
	Iteration 24F: 3 clusters Score -1.981644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Entering Unmasked Estep 
Score: -8179667.000000 Penalty: 2729.572510
	Iteration 0F: 2 clusters Score -8179667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -8138993.000000 Penalty: 5459.145020
	Iteration 0F: 3 clusters Score -8138993 nChanged 28187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8154776.000000 Penalty: 5459.145020
	Iteration 1F: 3 clusters Score -8154776 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -8155507.000000 Penalty: 5459.145020
	Iteration 2Q: 3 clusters Score -8155507 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -8156456.000000 Penalty: 5459.145020
	Iteration 3Q: 3 clusters Score -8156456 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -8157821.500000 Penalty: 5459.145020
	Iteration 4Q: 3 clusters Score -8157822 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -8160080.000000 Penalty: 5459.145020
	Iteration 5F: 3 clusters Score -8160080 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8163621.500000 Penalty: 5459.145020
	Iteration 6F: 3 clusters Score -8163622 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -8168171.500000 Penalty: 5459.145020
	Iteration 7F: 3 clusters Score -8168172 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -8172485.000000 Penalty: 5459.145020
	Iteration 8F: 3 clusters Score -8172485 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -8175249.500000 Penalty: 5459.145020
	Iteration 9Q: 3 clusters Score -8175250 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -8176399.000000 Penalty: 5459.145020
	Iteration 10Q: 3 clusters Score -8176399 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -8176913.000000 Penalty: 5459.145020
	Iteration 11Q: 3 clusters Score -8176913 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -8177105.000000 Penalty: 5459.145020
	Iteration 12Q: 3 clusters Score -8177105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -8177175.000000 Penalty: 5459.145020
	Iteration 13Q: 3 clusters Score -8177175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8177231.000000 Penalty: 5459.145020
	Iteration 14Q: 3 clusters Score -8177231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -8177256.500000 Penalty: 5459.145020
	Iteration 15Q: 3 clusters Score -8177256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -8177276.000000 Penalty: 5459.145020
	Iteration 16Q: 3 clusters Score -8177276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -8177287.500000 Penalty: 5459.145020
	Iteration 17Q: 3 clusters Score -8177288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -8177303.500000 Penalty: 5459.145020
	Iteration 18Q: 3 clusters Score -8177304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -8177313.000000 Penalty: 5459.145020
	Iteration 19Q: 3 clusters Score -8177313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8177317.500000 Penalty: 5459.145020
	Iteration 20F: 3 clusters Score -8177318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -8177317.500000 Penalty: 5459.145020
	Iteration 21Q: 3 clusters Score -8177318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8177317.500000 Penalty: 5459.145020
	Iteration 22Q: 3 clusters Score -8177318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -8177318.000000 Penalty: 5459.145020
	Iteration 23Q: 3 clusters Score -8177318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -8177314.500000 Penalty: 5459.145020
	Iteration 24Q: 3 clusters Score -8177314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -8177314.500000 Penalty: 5459.145020
	Iteration 25F: 3 clusters Score -8177314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Entering Unmasked Estep 
Score: -8321694.500000 Penalty: 2743.781250
	Iteration 0F: 2 clusters Score -8321694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -8278702.500000 Penalty: 5487.562500
	Iteration 0F: 3 clusters Score -8278702 nChanged 29788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -8295506.500000 Penalty: 5487.562500
	Iteration 1F: 3 clusters Score -8295506 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -8295987.000000 Penalty: 5487.562500
	Iteration 2Q: 3 clusters Score -8295987 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8296520.500000 Penalty: 5487.562500
	Iteration 3Q: 3 clusters Score -8296520 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -8297024.000000 Penalty: 5487.562500
	Iteration 4Q: 3 clusters Score -8297024 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -8297600.000000 Penalty: 5487.562500
	Iteration 5Q: 3 clusters Score -8297600 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -8298383.500000 Penalty: 5487.562500
	Iteration 6Q: 3 clusters Score -8298384 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8299526.000000 Penalty: 5487.562500
	Iteration 7Q: 3 clusters Score -8299526 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8301204.500000 Penalty: 5487.562500
	Iteration 8F: 3 clusters Score -8301204 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -8303660.000000 Penalty: 5487.562500
	Iteration 9F: 3 clusters Score -8303660 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -8306614.000000 Penalty: 5487.562500
	Iteration 10F: 3 clusters Score -8306614 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8310135.500000 Penalty: 5487.562500
	Iteration 11F: 3 clusters Score -8310136 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8313649.000000 Penalty: 5487.562500
	Iteration 12F: 3 clusters Score -8313649 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8316639.500000 Penalty: 5487.562500
	Iteration 13Q: 3 clusters Score -8316640 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8318338.500000 Penalty: 5487.562500
	Iteration 14Q: 3 clusters Score -8318338 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8319064.000000 Penalty: 5487.562500
	Iteration 15Q: 3 clusters Score -8319064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8319274.000000 Penalty: 5487.562500
	Iteration 16Q: 3 clusters Score -8319274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8319361.500000 Penalty: 5487.562500
	Iteration 17Q: 3 clusters Score -8319362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8319406.500000 Penalty: 5487.562500
	Iteration 18Q: 3 clusters Score -8319406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8319422.000000 Penalty: 5487.562500
	Iteration 19Q: 3 clusters Score -8319422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8319436.000000 Penalty: 5487.562500
	Iteration 20F: 3 clusters Score -8319436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8319454.500000 Penalty: 5487.562500
	Iteration 21Q: 3 clusters Score -8319454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8319469.500000 Penalty: 5487.562500
	Iteration 22Q: 3 clusters Score -8319470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8319473.500000 Penalty: 5487.562500
	Iteration 23Q: 3 clusters Score -8319474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8319489.500000 Penalty: 5487.562500
	Iteration 24Q: 3 clusters Score -8319490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8319504.500000 Penalty: 5487.562500
	Iteration 25Q: 3 clusters Score -8319504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8319508.500000 Penalty: 5487.562500
	Iteration 26Q: 3 clusters Score -8319508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8319508.000000 Penalty: 5487.562500
	Iteration 27Q: 3 clusters Score -8319508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8319506.000000 Penalty: 5487.562500
	Iteration 28Q: 3 clusters Score -8319506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8319506.000000 Penalty: 5487.562500
	Iteration 29F: 3 clusters Score -8319506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155557.484375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -153441.593750 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153441.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153834.859375 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153834.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153999.625000 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -153999.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154209.671875 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -154209.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154643.031250 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -154643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155331.265625 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -155331.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155660.187500 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -155660.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -155837.046875 Penalty: 3540.877930
	Iteration 7F: 3 clusters Score -155837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -155949.187500 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -155949.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -156043.250000 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -156043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -156091.625000 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -156091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -156113.109375 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -156113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -156120.500000 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -156120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -156139.687500 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -156139.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -156192.734375 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -156192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -156223.265625 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -156223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -156242.312500 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -156242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -156242.312500 Penalty: 3540.877930
	Iteration 17F: 3 clusters Score -156242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184965 members 
Mstep: Class 5 contains 146816 members 
Mstep: Class 6 contains 60255 members 
Mstep: Class 7 contains 63808 members 
Mstep: Class 8 contains 986 members 
Mstep: Class 9 contains 142814 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116034 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 173334 members 
Mstep: Class 16 contains 89961 members 
Mstep: Class 17 contains 79353 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 150966 members 
Mstep: Class 21 contains 117788 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
Score: -180357328.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180357824.000000 to -180357328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (142814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Entering Unmasked Estep 
Score: -19167852.000000 Penalty: 2943.585938
	Iteration 0F: 2 clusters Score -1.916785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -19072796.000000 Penalty: 5887.171875
	Iteration 0F: 3 clusters Score -1.90728e+07 nChanged 68134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -19111942.000000 Penalty: 5887.171875
	Iteration 1F: 3 clusters Score -1.911194e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -19112622.000000 Penalty: 5887.171875
	Iteration 2Q: 3 clusters Score -1.911262e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -19113564.000000 Penalty: 5887.171875
	Iteration 3Q: 3 clusters Score -1.911356e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -19114546.000000 Penalty: 5887.171875
	Iteration 4Q: 3 clusters Score -1.911455e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -19115804.000000 Penalty: 5887.171875
	Iteration 5Q: 3 clusters Score -1.91158e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -19117958.000000 Penalty: 5887.171875
	Iteration 6Q: 3 clusters Score -1.911796e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -19121294.000000 Penalty: 5887.171875
	Iteration 7F: 3 clusters Score -1.912129e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -19127146.000000 Penalty: 5887.171875
	Iteration 8F: 3 clusters Score -1.912715e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -19136044.000000 Penalty: 5887.171875
	Iteration 9F: 3 clusters Score -1.913604e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -19147132.000000 Penalty: 5887.171875
	Iteration 10F: 3 clusters Score -1.914713e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -19157008.000000 Penalty: 5887.171875
	Iteration 11F: 3 clusters Score -1.915701e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -19162498.000000 Penalty: 5887.171875
	Iteration 12Q: 3 clusters Score -1.91625e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 141548 members 
Entering Unmasked Estep 
Score: -19164288.000000 Penalty: 5887.171875
	Iteration 13Q: 3 clusters Score -1.916429e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
Score: -19164788.000000 Penalty: 5887.171875
	Iteration 14Q: 3 clusters Score -1.916479e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -19165004.000000 Penalty: 5887.171875
	Iteration 15Q: 3 clusters Score -1.9165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -19165106.000000 Penalty: 5887.171875
	Iteration 16Q: 3 clusters Score -1.916511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -19165160.000000 Penalty: 5887.171875
	Iteration 17Q: 3 clusters Score -1.916516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -19165202.000000 Penalty: 5887.171875
	Iteration 18Q: 3 clusters Score -1.91652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -19165240.000000 Penalty: 5887.171875
	Iteration 19Q: 3 clusters Score -1.916524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -19165248.000000 Penalty: 5887.171875
	Iteration 20F: 3 clusters Score -1.916525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -19165262.000000 Penalty: 5887.171875
	Iteration 21Q: 3 clusters Score -1.916526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -19165292.000000 Penalty: 5887.171875
	Iteration 22Q: 3 clusters Score -1.916529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -19165294.000000 Penalty: 5887.171875
	Iteration 23Q: 3 clusters Score -1.916529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -19165294.000000 Penalty: 5887.171875
	Iteration 24Q: 3 clusters Score -1.916529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -19165288.000000 Penalty: 5887.171875
	Iteration 25Q: 3 clusters Score -1.916529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -19165290.000000 Penalty: 5887.171875
	Iteration 26Q: 3 clusters Score -1.916529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -19165290.000000 Penalty: 5887.171875
	Iteration 27F: 3 clusters Score -1.916529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -983349.562500 Penalty: 2194.999512
	Iteration 0F: 2 clusters Score -983349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -977574.125000 Penalty: 4389.999023
	Iteration 0F: 3 clusters Score -977574.1 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -979038.562500 Penalty: 4389.999023
	Iteration 1F: 3 clusters Score -979038.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -979275.250000 Penalty: 4389.999023
	Iteration 2F: 3 clusters Score -979275.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -979423.500000 Penalty: 4389.999023
	Iteration 3Q: 3 clusters Score -979423.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -979528.125000 Penalty: 4389.999023
	Iteration 4Q: 3 clusters Score -979528.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -979606.562500 Penalty: 4389.999023
	Iteration 5Q: 3 clusters Score -979606.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -979677.500000 Penalty: 4389.999023
	Iteration 6Q: 3 clusters Score -979677.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -979729.312500 Penalty: 4389.999023
	Iteration 7Q: 3 clusters Score -979729.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -979768.750000 Penalty: 4389.999023
	Iteration 8Q: 3 clusters Score -979768.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -979797.437500 Penalty: 4389.999023
	Iteration 9Q: 3 clusters Score -979797.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -979816.000000 Penalty: 4389.999023
	Iteration 10Q: 3 clusters Score -979816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -979833.812500 Penalty: 4389.999023
	Iteration 11Q: 3 clusters Score -979833.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -979845.187500 Penalty: 4389.999023
	Iteration 12Q: 3 clusters Score -979845.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -979858.687500 Penalty: 4389.999023
	Iteration 13Q: 3 clusters Score -979858.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -979871.625000 Penalty: 4389.999023
	Iteration 14Q: 3 clusters Score -979871.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -979884.562500 Penalty: 4389.999023
	Iteration 15Q: 3 clusters Score -979884.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -979899.000000 Penalty: 4389.999023
	Iteration 16Q: 3 clusters Score -979899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -979909.500000 Penalty: 4389.999023
	Iteration 17Q: 3 clusters Score -979909.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -979921.937500 Penalty: 4389.999023
	Iteration 18Q: 3 clusters Score -979921.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -979930.562500 Penalty: 4389.999023
	Iteration 19Q: 3 clusters Score -979930.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -979937.937500 Penalty: 4389.999023
	Iteration 20F: 3 clusters Score -979937.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -979947.875000 Penalty: 4389.999023
	Iteration 21Q: 3 clusters Score -979947.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -979954.437500 Penalty: 4389.999023
	Iteration 22Q: 3 clusters Score -979954.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -979957.375000 Penalty: 4389.999023
	Iteration 23Q: 3 clusters Score -979957.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -979963.062500 Penalty: 4389.999023
	Iteration 24Q: 3 clusters Score -979963.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -979968.625000 Penalty: 4389.999023
	Iteration 25Q: 3 clusters Score -979968.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -979976.562500 Penalty: 4389.999023
	Iteration 26Q: 3 clusters Score -979976.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -979981.250000 Penalty: 4389.999023
	Iteration 27Q: 3 clusters Score -979981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -979986.000000 Penalty: 4389.999023
	Iteration 28Q: 3 clusters Score -979986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -979993.750000 Penalty: 4389.999023
	Iteration 29Q: 3 clusters Score -979993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -980004.687500 Penalty: 4389.999023
	Iteration 30Q: 3 clusters Score -980004.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -980013.187500 Penalty: 4389.999023
	Iteration 31Q: 3 clusters Score -980013.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -980022.937500 Penalty: 4389.999023
	Iteration 32Q: 3 clusters Score -980022.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -980033.250000 Penalty: 4389.999023
	Iteration 33Q: 3 clusters Score -980033.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -980042.750000 Penalty: 4389.999023
	Iteration 34Q: 3 clusters Score -980042.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -980054.687500 Penalty: 4389.999023
	Iteration 35Q: 3 clusters Score -980054.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -980071.250000 Penalty: 4389.999023
	Iteration 36Q: 3 clusters Score -980071.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -980094.312500 Penalty: 4389.999023
	Iteration 37Q: 3 clusters Score -980094.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -980123.062500 Penalty: 4389.999023
	Iteration 38Q: 3 clusters Score -980123.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -980154.437500 Penalty: 4389.999023
	Iteration 39Q: 3 clusters Score -980154.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -980192.062500 Penalty: 4389.999023
	Iteration 40F: 3 clusters Score -980192.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -980233.250000 Penalty: 4389.999023
	Iteration 41Q: 3 clusters Score -980233.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -980275.437500 Penalty: 4389.999023
	Iteration 42Q: 3 clusters Score -980275.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -980333.500000 Penalty: 4389.999023
	Iteration 43Q: 3 clusters Score -980333.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -980390.562500 Penalty: 4389.999023
	Iteration 44Q: 3 clusters Score -980390.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -980458.375000 Penalty: 4389.999023
	Iteration 45Q: 3 clusters Score -980458.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -980538.125000 Penalty: 4389.999023
	Iteration 46Q: 3 clusters Score -980538.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -980626.625000 Penalty: 4389.999023
	Iteration 47Q: 3 clusters Score -980626.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -980720.437500 Penalty: 4389.999023
	Iteration 48Q: 3 clusters Score -980720.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -980816.125000 Penalty: 4389.999023
	Iteration 49Q: 3 clusters Score -980816.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -980916.812500 Penalty: 4389.999023
	Iteration 50Q: 3 clusters Score -980916.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -981001.562500 Penalty: 4389.999023
	Iteration 51Q: 3 clusters Score -981001.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -981079.812500 Penalty: 4389.999023
	Iteration 52Q: 3 clusters Score -981079.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -981166.437500 Penalty: 4389.999023
	Iteration 53Q: 3 clusters Score -981166.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -981222.812500 Penalty: 4389.999023
	Iteration 54Q: 3 clusters Score -981222.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -981262.250000 Penalty: 4389.999023
	Iteration 55Q: 3 clusters Score -981262.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -981296.375000 Penalty: 4389.999023
	Iteration 56Q: 3 clusters Score -981296.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -981317.937500 Penalty: 4389.999023
	Iteration 57Q: 3 clusters Score -981317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -981345.937500 Penalty: 4389.999023
	Iteration 58Q: 3 clusters Score -981345.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -981365.000000 Penalty: 4389.999023
	Iteration 59Q: 3 clusters Score -981365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -981382.625000 Penalty: 4389.999023
	Iteration 60F: 3 clusters Score -981382.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -981391.125000 Penalty: 4389.999023
	Iteration 61Q: 3 clusters Score -981391.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -981401.250000 Penalty: 4389.999023
	Iteration 62Q: 3 clusters Score -981401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -981405.062500 Penalty: 4389.999023
	Iteration 63Q: 3 clusters Score -981405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -981411.562500 Penalty: 4389.999023
	Iteration 64Q: 3 clusters Score -981411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -981415.750000 Penalty: 4389.999023
	Iteration 65Q: 3 clusters Score -981415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -981418.250000 Penalty: 4389.999023
	Iteration 66Q: 3 clusters Score -981418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -981420.312500 Penalty: 4389.999023
	Iteration 67Q: 3 clusters Score -981420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -981422.375000 Penalty: 4389.999023
	Iteration 68Q: 3 clusters Score -981422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -981422.125000 Penalty: 4389.999023
	Iteration 69Q: 3 clusters Score -981422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -981423.187500 Penalty: 4389.999023
	Iteration 70Q: 3 clusters Score -981423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -981424.562500 Penalty: 4389.999023
	Iteration 71Q: 3 clusters Score -981424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -981425.562500 Penalty: 4389.999023
	Iteration 72Q: 3 clusters Score -981425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -981425.562500 Penalty: 4389.999023
	Iteration 73F: 3 clusters Score -981425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -781506.687500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -781506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -776309.000000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -776309 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -777672.812500 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -777672.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -777969.187500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -777969.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -778267.375000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -778267.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -778513.125000 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -778513.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -778727.562500 Penalty: 4324.051758
	Iteration 5F: 3 clusters Score -778727.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -778925.375000 Penalty: 4324.051758
	Iteration 6F: 3 clusters Score -778925.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -779096.437500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -779096.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -779273.875000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -779273.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -779445.937500 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -779445.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -779611.437500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -779611.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -779747.625000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -779747.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -779867.437500 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -779867.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -779977.187500 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -779977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -780060.312500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -780060.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -780106.375000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -780106.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -780138.875000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -780138.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -780158.750000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -780158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -780173.812500 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -780173.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -780184.687500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -780184.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -780195.187500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -780195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -780199.687500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -780199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -780203.500000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -780203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -780206.125000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -780206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -780211.687500 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -780211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -780211.312500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -780211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -780215.125000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -780215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -780215.562500 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -780215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -780216.437500 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -780216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -780216.500000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -780216.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -780218.125000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -780218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -780222.125000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -780222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -780223.625000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -780223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -780226.750000 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -780226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -780227.437500 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -780227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -780227.437500 Penalty: 4324.051758
	Iteration 35F: 3 clusters Score -780227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -344300.093750 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -344300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -341317.343750 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -341317.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -341850.687500 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -341850.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -341998.312500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -341998.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -342092.062500 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -342092.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342129.000000 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -342129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -342144.375000 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -342144.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342162.968750 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -342163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342178.312500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -342178.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342192.437500 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -342192.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342197.281250 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -342197.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342201.500000 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -342201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342206.812500 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -342206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342209.656250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -342209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342210.750000 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -342210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342213.500000 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -342213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342214.625000 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -342214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342215.625000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -342215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342216.406250 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -342216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342217.468750 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -342217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342219.218750 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -342219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -342221.093750 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -342221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -342221.250000 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -342221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342222.250000 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -342222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -342222.031250 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -342222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342222.437500 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -342222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -342223.812500 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -342223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342223.781250 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -342223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -342223.781250 Penalty: 3897.310547
	Iteration 27F: 3 clusters Score -342223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Entering Unmasked Estep 
Score: -15677753.000000 Penalty: 2892.086182
	Iteration 0F: 2 clusters Score -1.567775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -15600310.000000 Penalty: 5784.172363
	Iteration 0F: 3 clusters Score -1.560031e+07 nChanged 55242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -15632022.000000 Penalty: 5784.172363
	Iteration 1F: 3 clusters Score -1.563202e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -15632844.000000 Penalty: 5784.172363
	Iteration 2Q: 3 clusters Score -1.563284e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -15633725.000000 Penalty: 5784.172363
	Iteration 3Q: 3 clusters Score -1.563372e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -15634736.000000 Penalty: 5784.172363
	Iteration 4Q: 3 clusters Score -1.563474e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -15636133.000000 Penalty: 5784.172363
	Iteration 5Q: 3 clusters Score -1.563613e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -15638045.000000 Penalty: 5784.172363
	Iteration 6Q: 3 clusters Score -1.563804e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -15640891.000000 Penalty: 5784.172363
	Iteration 7Q: 3 clusters Score -1.564089e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -15645093.000000 Penalty: 5784.172363
	Iteration 8F: 3 clusters Score -1.564509e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -15651201.000000 Penalty: 5784.172363
	Iteration 9F: 3 clusters Score -1.56512e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -15656965.000000 Penalty: 5784.172363
	Iteration 10F: 3 clusters Score -1.565696e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -15660582.000000 Penalty: 5784.172363
	Iteration 11F: 3 clusters Score -1.566058e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -15662197.000000 Penalty: 5784.172363
	Iteration 12Q: 3 clusters Score -1.56622e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -15663084.000000 Penalty: 5784.172363
	Iteration 13Q: 3 clusters Score -1.566308e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -15663863.000000 Penalty: 5784.172363
	Iteration 14Q: 3 clusters Score -1.566386e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -15664522.000000 Penalty: 5784.172363
	Iteration 15Q: 3 clusters Score -1.566452e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -15665127.000000 Penalty: 5784.172363
	Iteration 16Q: 3 clusters Score -1.566513e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -15665662.000000 Penalty: 5784.172363
	Iteration 17Q: 3 clusters Score -1.566566e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -15666327.000000 Penalty: 5784.172363
	Iteration 18Q: 3 clusters Score -1.566633e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -15666900.000000 Penalty: 5784.172363
	Iteration 19Q: 3 clusters Score -1.56669e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -15667600.000000 Penalty: 5784.172363
	Iteration 20F: 3 clusters Score -1.56676e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -15668202.000000 Penalty: 5784.172363
	Iteration 21Q: 3 clusters Score -1.56682e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -15668764.000000 Penalty: 5784.172363
	Iteration 22Q: 3 clusters Score -1.566876e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -15669185.000000 Penalty: 5784.172363
	Iteration 23Q: 3 clusters Score -1.566918e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -15669580.000000 Penalty: 5784.172363
	Iteration 24Q: 3 clusters Score -1.566958e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -15669980.000000 Penalty: 5784.172363
	Iteration 25Q: 3 clusters Score -1.566998e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -15670403.000000 Penalty: 5784.172363
	Iteration 26Q: 3 clusters Score -1.56704e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -15670830.000000 Penalty: 5784.172363
	Iteration 27Q: 3 clusters Score -1.567083e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -15671191.000000 Penalty: 5784.172363
	Iteration 28Q: 3 clusters Score -1.567119e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -15671525.000000 Penalty: 5784.172363
	Iteration 29Q: 3 clusters Score -1.567152e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -15671870.000000 Penalty: 5784.172363
	Iteration 30Q: 3 clusters Score -1.567187e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -15672139.000000 Penalty: 5784.172363
	Iteration 31Q: 3 clusters Score -1.567214e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -15672456.000000 Penalty: 5784.172363
	Iteration 32Q: 3 clusters Score -1.567246e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -15672661.000000 Penalty: 5784.172363
	Iteration 33Q: 3 clusters Score -1.567266e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -15672877.000000 Penalty: 5784.172363
	Iteration 34Q: 3 clusters Score -1.567288e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -15673133.000000 Penalty: 5784.172363
	Iteration 35Q: 3 clusters Score -1.567313e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -15673366.000000 Penalty: 5784.172363
	Iteration 36Q: 3 clusters Score -1.567337e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -15673578.000000 Penalty: 5784.172363
	Iteration 37Q: 3 clusters Score -1.567358e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -15673789.000000 Penalty: 5784.172363
	Iteration 38Q: 3 clusters Score -1.567379e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 111613 members 
Entering Unmasked Estep 
Score: -15673997.000000 Penalty: 5784.172363
	Iteration 39Q: 3 clusters Score -1.5674e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 112096 members 
Entering Unmasked Estep 
Score: -15674220.000000 Penalty: 5784.172363
	Iteration 40F: 3 clusters Score -1.567422e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -15674371.000000 Penalty: 5784.172363
	Iteration 41Q: 3 clusters Score -1.567437e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -15674552.000000 Penalty: 5784.172363
	Iteration 42Q: 3 clusters Score -1.567455e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -15674687.000000 Penalty: 5784.172363
	Iteration 43Q: 3 clusters Score -1.567469e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 113412 members 
Entering Unmasked Estep 
Score: -15674796.000000 Penalty: 5784.172363
	Iteration 44Q: 3 clusters Score -1.56748e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -15674856.000000 Penalty: 5784.172363
	Iteration 45Q: 3 clusters Score -1.567486e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -15674968.000000 Penalty: 5784.172363
	Iteration 46Q: 3 clusters Score -1.567497e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -15675025.000000 Penalty: 5784.172363
	Iteration 47Q: 3 clusters Score -1.567502e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 114193 members 
Entering Unmasked Estep 
Score: -15675089.000000 Penalty: 5784.172363
	Iteration 48Q: 3 clusters Score -1.567509e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -15675142.000000 Penalty: 5784.172363
	Iteration 49Q: 3 clusters Score -1.567514e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -15675155.000000 Penalty: 5784.172363
	Iteration 50Q: 3 clusters Score -1.567516e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -15675230.000000 Penalty: 5784.172363
	Iteration 51Q: 3 clusters Score -1.567523e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -15675223.000000 Penalty: 5784.172363
	Iteration 52Q: 3 clusters Score -1.567522e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -15675262.000000 Penalty: 5784.172363
	Iteration 53Q: 3 clusters Score -1.567526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -15675280.000000 Penalty: 5784.172363
	Iteration 54Q: 3 clusters Score -1.567528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -15675280.000000 Penalty: 5784.172363
	Iteration 55Q: 3 clusters Score -1.567528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -15675294.000000 Penalty: 5784.172363
	Iteration 56Q: 3 clusters Score -1.567529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -15675299.000000 Penalty: 5784.172363
	Iteration 57Q: 3 clusters Score -1.56753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -15675330.000000 Penalty: 5784.172363
	Iteration 58Q: 3 clusters Score -1.567533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 114799 members 
Entering Unmasked Estep 
Score: -15675317.000000 Penalty: 5784.172363
	Iteration 59Q: 3 clusters Score -1.567532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
Score: -15675325.000000 Penalty: 5784.172363
	Iteration 60F: 3 clusters Score -1.567532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
Score: -15675340.000000 Penalty: 5784.172363
	Iteration 61Q: 3 clusters Score -1.567534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -15675337.000000 Penalty: 5784.172363
	Iteration 62Q: 3 clusters Score -1.567534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -15675381.000000 Penalty: 5784.172363
	Iteration 63Q: 3 clusters Score -1.567538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 114893 members 
Entering Unmasked Estep 
Score: -15675375.000000 Penalty: 5784.172363
	Iteration 64Q: 3 clusters Score -1.567538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -15675384.000000 Penalty: 5784.172363
	Iteration 65Q: 3 clusters Score -1.567538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -15675406.000000 Penalty: 5784.172363
	Iteration 66Q: 3 clusters Score -1.567541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -15675403.000000 Penalty: 5784.172363
	Iteration 67Q: 3 clusters Score -1.56754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -15675402.000000 Penalty: 5784.172363
	Iteration 68Q: 3 clusters Score -1.56754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 114981 members 
Entering Unmasked Estep 
Score: -15675415.000000 Penalty: 5784.172363
	Iteration 69Q: 3 clusters Score -1.567542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 114992 members 
Entering Unmasked Estep 
Score: -15675414.000000 Penalty: 5784.172363
	Iteration 70Q: 3 clusters Score -1.567541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -15675424.000000 Penalty: 5784.172363
	Iteration 71Q: 3 clusters Score -1.567542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -15675421.000000 Penalty: 5784.172363
	Iteration 72Q: 3 clusters Score -1.567542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -15675433.000000 Penalty: 5784.172363
	Iteration 73Q: 3 clusters Score -1.567543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -15675427.000000 Penalty: 5784.172363
	Iteration 74Q: 3 clusters Score -1.567543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -15675432.000000 Penalty: 5784.172363
	Iteration 75Q: 3 clusters Score -1.567543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
Score: -15675432.000000 Penalty: 5784.172363
	Iteration 76Q: 3 clusters Score -1.567543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -15675436.000000 Penalty: 5784.172363
	Iteration 77Q: 3 clusters Score -1.567544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -15675437.000000 Penalty: 5784.172363
	Iteration 78Q: 3 clusters Score -1.567544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -15675445.000000 Penalty: 5784.172363
	Iteration 79Q: 3 clusters Score -1.567544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -15675445.000000 Penalty: 5784.172363
	Iteration 80F: 3 clusters Score -1.567544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -15675450.000000 Penalty: 5784.172363
	Iteration 81Q: 3 clusters Score -1.567545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -15675448.000000 Penalty: 5784.172363
	Iteration 82Q: 3 clusters Score -1.567545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -15675449.000000 Penalty: 5784.172363
	Iteration 83Q: 3 clusters Score -1.567545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -15675454.000000 Penalty: 5784.172363
	Iteration 84Q: 3 clusters Score -1.567545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -15675461.000000 Penalty: 5784.172363
	Iteration 85Q: 3 clusters Score -1.567546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -15675458.000000 Penalty: 5784.172363
	Iteration 86Q: 3 clusters Score -1.567546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -15675454.000000 Penalty: 5784.172363
	Iteration 87Q: 3 clusters Score -1.567545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -15675455.000000 Penalty: 5784.172363
	Iteration 88Q: 3 clusters Score -1.567546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -15675453.000000 Penalty: 5784.172363
	Iteration 89Q: 3 clusters Score -1.567545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -15675443.000000 Penalty: 5784.172363
	Iteration 90Q: 3 clusters Score -1.567544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -15675442.000000 Penalty: 5784.172363
	Iteration 91Q: 3 clusters Score -1.567544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -15675455.000000 Penalty: 5784.172363
	Iteration 92Q: 3 clusters Score -1.567546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -15675466.000000 Penalty: 5784.172363
	Iteration 93Q: 3 clusters Score -1.567547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -15675453.000000 Penalty: 5784.172363
	Iteration 94Q: 3 clusters Score -1.567545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -15675460.000000 Penalty: 5784.172363
	Iteration 95Q: 3 clusters Score -1.567546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -15675442.000000 Penalty: 5784.172363
	Iteration 96Q: 3 clusters Score -1.567544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 115076 members 
Entering Unmasked Estep 
Score: -15675439.000000 Penalty: 5784.172363
	Iteration 97Q: 3 clusters Score -1.567544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -15675441.000000 Penalty: 5784.172363
	Iteration 98Q: 3 clusters Score -1.567544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -15675441.000000 Penalty: 5784.172363
	Iteration 99F: 3 clusters Score -1.567544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Entering Unmasked Estep 
Score: -23210242.000000 Penalty: 2991.617920
	Iteration 0F: 2 clusters Score -2.321024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -23097632.000000 Penalty: 5983.235840
	Iteration 0F: 3 clusters Score -2.309763e+07 nChanged 83213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -23146122.000000 Penalty: 5983.235840
	Iteration 1F: 3 clusters Score -2.314612e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -23146854.000000 Penalty: 5983.235840
	Iteration 2Q: 3 clusters Score -2.314685e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -23148138.000000 Penalty: 5983.235840
	Iteration 3Q: 3 clusters Score -2.314814e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -23150204.000000 Penalty: 5983.235840
	Iteration 4Q: 3 clusters Score -2.31502e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -23154178.000000 Penalty: 5983.235840
	Iteration 5Q: 3 clusters Score -2.315418e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -23161832.000000 Penalty: 5983.235840
	Iteration 6F: 3 clusters Score -2.316183e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -23173986.000000 Penalty: 5983.235840
	Iteration 7F: 3 clusters Score -2.317399e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -23188044.000000 Penalty: 5983.235840
	Iteration 8F: 3 clusters Score -2.318804e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -23198442.000000 Penalty: 5983.235840
	Iteration 9F: 3 clusters Score -2.319844e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162678 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -23203698.000000 Penalty: 5983.235840
	Iteration 10Q: 3 clusters Score -2.32037e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -23206238.000000 Penalty: 5983.235840
	Iteration 11Q: 3 clusters Score -2.320624e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -23207316.000000 Penalty: 5983.235840
	Iteration 12Q: 3 clusters Score -2.320732e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -23207842.000000 Penalty: 5983.235840
	Iteration 13Q: 3 clusters Score -2.320784e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -23208106.000000 Penalty: 5983.235840
	Iteration 14Q: 3 clusters Score -2.320811e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -23208272.000000 Penalty: 5983.235840
	Iteration 15Q: 3 clusters Score -2.320827e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -23208336.000000 Penalty: 5983.235840
	Iteration 16Q: 3 clusters Score -2.320834e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169839 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -23208436.000000 Penalty: 5983.235840
	Iteration 17Q: 3 clusters Score -2.320844e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -23208452.000000 Penalty: 5983.235840
	Iteration 18Q: 3 clusters Score -2.320845e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23208528.000000 Penalty: 5983.235840
	Iteration 19Q: 3 clusters Score -2.320853e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170300 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -23208562.000000 Penalty: 5983.235840
	Iteration 20F: 3 clusters Score -2.320856e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -23208590.000000 Penalty: 5983.235840
	Iteration 21Q: 3 clusters Score -2.320859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -23208554.000000 Penalty: 5983.235840
	Iteration 22Q: 3 clusters Score -2.320855e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23208582.000000 Penalty: 5983.235840
	Iteration 23Q: 3 clusters Score -2.320858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -23208568.000000 Penalty: 5983.235840
	Iteration 24Q: 3 clusters Score -2.320857e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170618 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23208606.000000 Penalty: 5983.235840
	Iteration 25Q: 3 clusters Score -2.320861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170648 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -23208602.000000 Penalty: 5983.235840
	Iteration 26Q: 3 clusters Score -2.32086e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -23208600.000000 Penalty: 5983.235840
	Iteration 27Q: 3 clusters Score -2.32086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170702 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23208598.000000 Penalty: 5983.235840
	Iteration 28Q: 3 clusters Score -2.32086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23208604.000000 Penalty: 5983.235840
	Iteration 29Q: 3 clusters Score -2.32086e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -23208588.000000 Penalty: 5983.235840
	Iteration 30Q: 3 clusters Score -2.320859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -23208606.000000 Penalty: 5983.235840
	Iteration 31Q: 3 clusters Score -2.320861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170770 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23208582.000000 Penalty: 5983.235840
	Iteration 32Q: 3 clusters Score -2.320858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170776 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23208576.000000 Penalty: 5983.235840
	Iteration 33Q: 3 clusters Score -2.320858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23208582.000000 Penalty: 5983.235840
	Iteration 34Q: 3 clusters Score -2.320858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -23208582.000000 Penalty: 5983.235840
	Iteration 35Q: 3 clusters Score -2.320858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23208586.000000 Penalty: 5983.235840
	Iteration 36Q: 3 clusters Score -2.320859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -23208604.000000 Penalty: 5983.235840
	Iteration 37Q: 3 clusters Score -2.32086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170822 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -23208614.000000 Penalty: 5983.235840
	Iteration 38Q: 3 clusters Score -2.320861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23208616.000000 Penalty: 5983.235840
	Iteration 39Q: 3 clusters Score -2.320862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -23208592.000000 Penalty: 5983.235840
	Iteration 40F: 3 clusters Score -2.320859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -23208612.000000 Penalty: 5983.235840
	Iteration 41Q: 3 clusters Score -2.320861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23208610.000000 Penalty: 5983.235840
	Iteration 42Q: 3 clusters Score -2.320861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -23208620.000000 Penalty: 5983.235840
	Iteration 43Q: 3 clusters Score -2.320862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -23208608.000000 Penalty: 5983.235840
	Iteration 44Q: 3 clusters Score -2.320861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -23208614.000000 Penalty: 5983.235840
	Iteration 45Q: 3 clusters Score -2.320861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23208614.000000 Penalty: 5983.235840
	Iteration 46Q: 3 clusters Score -2.320861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -23208620.000000 Penalty: 5983.235840
	Iteration 47Q: 3 clusters Score -2.320862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170853 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -23208616.000000 Penalty: 5983.235840
	Iteration 48Q: 3 clusters Score -2.320862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170854 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -23208608.000000 Penalty: 5983.235840
	Iteration 49Q: 3 clusters Score -2.320861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -23208604.000000 Penalty: 5983.235840
	Iteration 50Q: 3 clusters Score -2.32086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -23208604.000000 Penalty: 5983.235840
	Iteration 51F: 3 clusters Score -2.32086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Entering Unmasked Estep 
Score: -12213760.000000 Penalty: 2828.968506
	Iteration 0F: 2 clusters Score -1.221376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -12153824.000000 Penalty: 5657.937012
	Iteration 0F: 3 clusters Score -1.215382e+07 nChanged 42291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -12177923.000000 Penalty: 5657.937012
	Iteration 1F: 3 clusters Score -1.217792e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -12178381.000000 Penalty: 5657.937012
	Iteration 2Q: 3 clusters Score -1.217838e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -12179083.000000 Penalty: 5657.937012
	Iteration 3Q: 3 clusters Score -1.217908e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -12179885.000000 Penalty: 5657.937012
	Iteration 4Q: 3 clusters Score -1.217988e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -12180903.000000 Penalty: 5657.937012
	Iteration 5Q: 3 clusters Score -1.21809e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -12182312.000000 Penalty: 5657.937012
	Iteration 6Q: 3 clusters Score -1.218231e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -12184361.000000 Penalty: 5657.937012
	Iteration 7Q: 3 clusters Score -1.218436e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -12187076.000000 Penalty: 5657.937012
	Iteration 8F: 3 clusters Score -1.218708e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -12190602.000000 Penalty: 5657.937012
	Iteration 9F: 3 clusters Score -1.21906e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -12194065.000000 Penalty: 5657.937012
	Iteration 10F: 3 clusters Score -1.219406e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -12196565.000000 Penalty: 5657.937012
	Iteration 11Q: 3 clusters Score -1.219656e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -12198035.000000 Penalty: 5657.937012
	Iteration 12Q: 3 clusters Score -1.219804e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -12199013.000000 Penalty: 5657.937012
	Iteration 13Q: 3 clusters Score -1.219901e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -12199578.000000 Penalty: 5657.937012
	Iteration 14Q: 3 clusters Score -1.219958e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -12200184.000000 Penalty: 5657.937012
	Iteration 15Q: 3 clusters Score -1.220018e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -12200743.000000 Penalty: 5657.937012
	Iteration 16Q: 3 clusters Score -1.220074e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -12201460.000000 Penalty: 5657.937012
	Iteration 17Q: 3 clusters Score -1.220146e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -12202150.000000 Penalty: 5657.937012
	Iteration 18Q: 3 clusters Score -1.220215e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -12202952.000000 Penalty: 5657.937012
	Iteration 19Q: 3 clusters Score -1.220295e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -12203798.000000 Penalty: 5657.937012
	Iteration 20F: 3 clusters Score -1.22038e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -12204767.000000 Penalty: 5657.937012
	Iteration 21Q: 3 clusters Score -1.220477e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -12205765.000000 Penalty: 5657.937012
	Iteration 22Q: 3 clusters Score -1.220576e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -12206775.000000 Penalty: 5657.937012
	Iteration 23Q: 3 clusters Score -1.220678e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -12207753.000000 Penalty: 5657.937012
	Iteration 24Q: 3 clusters Score -1.220775e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -12208625.000000 Penalty: 5657.937012
	Iteration 25Q: 3 clusters Score -1.220862e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -12209309.000000 Penalty: 5657.937012
	Iteration 26Q: 3 clusters Score -1.220931e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -12209901.000000 Penalty: 5657.937012
	Iteration 27Q: 3 clusters Score -1.22099e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -12210302.000000 Penalty: 5657.937012
	Iteration 28Q: 3 clusters Score -1.22103e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -12210686.000000 Penalty: 5657.937012
	Iteration 29Q: 3 clusters Score -1.221069e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -12210918.000000 Penalty: 5657.937012
	Iteration 30Q: 3 clusters Score -1.221092e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -12211013.000000 Penalty: 5657.937012
	Iteration 31Q: 3 clusters Score -1.221101e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -12211069.000000 Penalty: 5657.937012
	Iteration 32Q: 3 clusters Score -1.221107e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -12211129.000000 Penalty: 5657.937012
	Iteration 33Q: 3 clusters Score -1.221113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -12211136.000000 Penalty: 5657.937012
	Iteration 34Q: 3 clusters Score -1.221114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -12211163.000000 Penalty: 5657.937012
	Iteration 35Q: 3 clusters Score -1.221116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -12211181.000000 Penalty: 5657.937012
	Iteration 36Q: 3 clusters Score -1.221118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -12211200.000000 Penalty: 5657.937012
	Iteration 37Q: 3 clusters Score -1.22112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -12211228.000000 Penalty: 5657.937012
	Iteration 38Q: 3 clusters Score -1.221123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -12211229.000000 Penalty: 5657.937012
	Iteration 39Q: 3 clusters Score -1.221123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -12211242.000000 Penalty: 5657.937012
	Iteration 40F: 3 clusters Score -1.221124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -12211249.000000 Penalty: 5657.937012
	Iteration 41Q: 3 clusters Score -1.221125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -12211265.000000 Penalty: 5657.937012
	Iteration 42Q: 3 clusters Score -1.221126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -12211276.000000 Penalty: 5657.937012
	Iteration 43Q: 3 clusters Score -1.221128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -12211297.000000 Penalty: 5657.937012
	Iteration 44Q: 3 clusters Score -1.22113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -12211304.000000 Penalty: 5657.937012
	Iteration 45Q: 3 clusters Score -1.22113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -12211311.000000 Penalty: 5657.937012
	Iteration 46Q: 3 clusters Score -1.221131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -12211318.000000 Penalty: 5657.937012
	Iteration 47Q: 3 clusters Score -1.221132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -12211311.000000 Penalty: 5657.937012
	Iteration 48Q: 3 clusters Score -1.221131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -12211309.000000 Penalty: 5657.937012
	Iteration 49Q: 3 clusters Score -1.221131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -12211316.000000 Penalty: 5657.937012
	Iteration 50Q: 3 clusters Score -1.221132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -12211316.000000 Penalty: 5657.937012
	Iteration 51F: 3 clusters Score -1.221132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Entering Unmasked Estep 
Score: -10789949.000000 Penalty: 2797.852051
	Iteration 0F: 2 clusters Score -1.078995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -10736690.000000 Penalty: 5595.704102
	Iteration 0F: 3 clusters Score -1.073669e+07 nChanged 37384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -10757897.000000 Penalty: 5595.704102
	Iteration 1F: 3 clusters Score -1.07579e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -10758493.000000 Penalty: 5595.704102
	Iteration 2Q: 3 clusters Score -1.075849e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -10759036.000000 Penalty: 5595.704102
	Iteration 3Q: 3 clusters Score -1.075904e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -10759539.000000 Penalty: 5595.704102
	Iteration 4Q: 3 clusters Score -1.075954e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -10760278.000000 Penalty: 5595.704102
	Iteration 5Q: 3 clusters Score -1.076028e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10761429.000000 Penalty: 5595.704102
	Iteration 6Q: 3 clusters Score -1.076143e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -10763061.000000 Penalty: 5595.704102
	Iteration 7Q: 3 clusters Score -1.076306e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -10765719.000000 Penalty: 5595.704102
	Iteration 8F: 3 clusters Score -1.076572e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -10769643.000000 Penalty: 5595.704102
	Iteration 9F: 3 clusters Score -1.076964e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -10774810.000000 Penalty: 5595.704102
	Iteration 10F: 3 clusters Score -1.077481e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -10779554.000000 Penalty: 5595.704102
	Iteration 11F: 3 clusters Score -1.077955e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -10782447.000000 Penalty: 5595.704102
	Iteration 12Q: 3 clusters Score -1.078245e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -10784039.000000 Penalty: 5595.704102
	Iteration 13Q: 3 clusters Score -1.078404e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -10784863.000000 Penalty: 5595.704102
	Iteration 14Q: 3 clusters Score -1.078486e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -10785394.000000 Penalty: 5595.704102
	Iteration 15Q: 3 clusters Score -1.078539e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -10785740.000000 Penalty: 5595.704102
	Iteration 16Q: 3 clusters Score -1.078574e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -10786108.000000 Penalty: 5595.704102
	Iteration 17Q: 3 clusters Score -1.078611e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -10786360.000000 Penalty: 5595.704102
	Iteration 18Q: 3 clusters Score -1.078636e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -10786572.000000 Penalty: 5595.704102
	Iteration 19Q: 3 clusters Score -1.078657e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -10786741.000000 Penalty: 5595.704102
	Iteration 20F: 3 clusters Score -1.078674e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -10786837.000000 Penalty: 5595.704102
	Iteration 21Q: 3 clusters Score -1.078684e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -10787003.000000 Penalty: 5595.704102
	Iteration 22Q: 3 clusters Score -1.0787e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -10787119.000000 Penalty: 5595.704102
	Iteration 23Q: 3 clusters Score -1.078712e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -10787200.000000 Penalty: 5595.704102
	Iteration 24Q: 3 clusters Score -1.07872e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10787280.000000 Penalty: 5595.704102
	Iteration 25Q: 3 clusters Score -1.078728e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -10787326.000000 Penalty: 5595.704102
	Iteration 26Q: 3 clusters Score -1.078733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -10787363.000000 Penalty: 5595.704102
	Iteration 27Q: 3 clusters Score -1.078736e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -10787407.000000 Penalty: 5595.704102
	Iteration 28Q: 3 clusters Score -1.078741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -10787440.000000 Penalty: 5595.704102
	Iteration 29Q: 3 clusters Score -1.078744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -10787486.000000 Penalty: 5595.704102
	Iteration 30Q: 3 clusters Score -1.078749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -10787509.000000 Penalty: 5595.704102
	Iteration 31Q: 3 clusters Score -1.078751e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -10787520.000000 Penalty: 5595.704102
	Iteration 32Q: 3 clusters Score -1.078752e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -10787556.000000 Penalty: 5595.704102
	Iteration 33Q: 3 clusters Score -1.078756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -10787567.000000 Penalty: 5595.704102
	Iteration 34Q: 3 clusters Score -1.078757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -10787571.000000 Penalty: 5595.704102
	Iteration 35Q: 3 clusters Score -1.078757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -10787593.000000 Penalty: 5595.704102
	Iteration 36Q: 3 clusters Score -1.078759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -10787610.000000 Penalty: 5595.704102
	Iteration 37Q: 3 clusters Score -1.078761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -10787614.000000 Penalty: 5595.704102
	Iteration 38Q: 3 clusters Score -1.078761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -10787616.000000 Penalty: 5595.704102
	Iteration 39Q: 3 clusters Score -1.078762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -10787621.000000 Penalty: 5595.704102
	Iteration 40F: 3 clusters Score -1.078762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10787630.000000 Penalty: 5595.704102
	Iteration 41Q: 3 clusters Score -1.078763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -10787629.000000 Penalty: 5595.704102
	Iteration 42Q: 3 clusters Score -1.078763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10787628.000000 Penalty: 5595.704102
	Iteration 43Q: 3 clusters Score -1.078763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -10787630.000000 Penalty: 5595.704102
	Iteration 44Q: 3 clusters Score -1.078763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -10787636.000000 Penalty: 5595.704102
	Iteration 45Q: 3 clusters Score -1.078764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -10787634.000000 Penalty: 5595.704102
	Iteration 46Q: 3 clusters Score -1.078763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -10787634.000000 Penalty: 5595.704102
	Iteration 47Q: 3 clusters Score -1.078763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10787632.000000 Penalty: 5595.704102
	Iteration 48Q: 3 clusters Score -1.078763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10787628.000000 Penalty: 5595.704102
	Iteration 49Q: 3 clusters Score -1.078763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -10787629.000000 Penalty: 5595.704102
	Iteration 50Q: 3 clusters Score -1.078763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -10787634.000000 Penalty: 5595.704102
	Iteration 51Q: 3 clusters Score -1.078763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10787642.000000 Penalty: 5595.704102
	Iteration 52Q: 3 clusters Score -1.078764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -10787648.000000 Penalty: 5595.704102
	Iteration 53Q: 3 clusters Score -1.078765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -10787650.000000 Penalty: 5595.704102
	Iteration 54Q: 3 clusters Score -1.078765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -10787658.000000 Penalty: 5595.704102
	Iteration 55Q: 3 clusters Score -1.078766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -10787659.000000 Penalty: 5595.704102
	Iteration 56Q: 3 clusters Score -1.078766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -10787666.000000 Penalty: 5595.704102
	Iteration 57Q: 3 clusters Score -1.078767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -10787659.000000 Penalty: 5595.704102
	Iteration 58Q: 3 clusters Score -1.078766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -10787665.000000 Penalty: 5595.704102
	Iteration 59Q: 3 clusters Score -1.078766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -10787678.000000 Penalty: 5595.704102
	Iteration 60F: 3 clusters Score -1.078768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -10787670.000000 Penalty: 5595.704102
	Iteration 61Q: 3 clusters Score -1.078767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -10787677.000000 Penalty: 5595.704102
	Iteration 62Q: 3 clusters Score -1.078768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -10787678.000000 Penalty: 5595.704102
	Iteration 63Q: 3 clusters Score -1.078768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -10787677.000000 Penalty: 5595.704102
	Iteration 64Q: 3 clusters Score -1.078768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -10787679.000000 Penalty: 5595.704102
	Iteration 65Q: 3 clusters Score -1.078768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -10787687.000000 Penalty: 5595.704102
	Iteration 66Q: 3 clusters Score -1.078769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -10787687.000000 Penalty: 5595.704102
	Iteration 67Q: 3 clusters Score -1.078769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -10787681.000000 Penalty: 5595.704102
	Iteration 68Q: 3 clusters Score -1.078768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -10787695.000000 Penalty: 5595.704102
	Iteration 69Q: 3 clusters Score -1.07877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -10787701.000000 Penalty: 5595.704102
	Iteration 70Q: 3 clusters Score -1.07877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -10787701.000000 Penalty: 5595.704102
	Iteration 71F: 3 clusters Score -1.07877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37356.996094 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37357 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37553.617188 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37553.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37638.589844 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37638.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37680.308594 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37680.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37707.343750 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37707.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37712.613281 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37712.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37712.613281 Penalty: 2911.171387
	Iteration 6F: 3 clusters Score -37712.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Entering Unmasked Estep 
Score: -2675749.500000 Penalty: 2468.990234
	Iteration 0F: 2 clusters Score -2675750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2660789.250000 Penalty: 4937.980469
	Iteration 0F: 3 clusters Score -2660789 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2665815.000000 Penalty: 4937.980469
	Iteration 1F: 3 clusters Score -2665815 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2666290.500000 Penalty: 4937.980469
	Iteration 2F: 3 clusters Score -2666290 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2666719.250000 Penalty: 4937.980469
	Iteration 3Q: 3 clusters Score -2666719 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2667086.750000 Penalty: 4937.980469
	Iteration 4Q: 3 clusters Score -2667087 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2667421.000000 Penalty: 4937.980469
	Iteration 5Q: 3 clusters Score -2667421 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2667759.750000 Penalty: 4937.980469
	Iteration 6Q: 3 clusters Score -2667760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2668120.000000 Penalty: 4937.980469
	Iteration 7Q: 3 clusters Score -2668120 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2668543.250000 Penalty: 4937.980469
	Iteration 8Q: 3 clusters Score -2668543 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2669034.500000 Penalty: 4937.980469
	Iteration 9Q: 3 clusters Score -2669034 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2669691.500000 Penalty: 4937.980469
	Iteration 10Q: 3 clusters Score -2669692 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2670555.500000 Penalty: 4937.980469
	Iteration 11F: 3 clusters Score -2670556 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2671486.000000 Penalty: 4937.980469
	Iteration 12F: 3 clusters Score -2671486 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2672283.500000 Penalty: 4937.980469
	Iteration 13Q: 3 clusters Score -2672284 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2672959.500000 Penalty: 4937.980469
	Iteration 14Q: 3 clusters Score -2672960 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2673385.000000 Penalty: 4937.980469
	Iteration 15Q: 3 clusters Score -2673385 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2673653.500000 Penalty: 4937.980469
	Iteration 16Q: 3 clusters Score -2673654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2673811.750000 Penalty: 4937.980469
	Iteration 17Q: 3 clusters Score -2673812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2673890.250000 Penalty: 4937.980469
	Iteration 18Q: 3 clusters Score -2673890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2673961.750000 Penalty: 4937.980469
	Iteration 19Q: 3 clusters Score -2673962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2673993.250000 Penalty: 4937.980469
	Iteration 20F: 3 clusters Score -2673993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2674011.500000 Penalty: 4937.980469
	Iteration 21Q: 3 clusters Score -2674012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2674031.000000 Penalty: 4937.980469
	Iteration 22Q: 3 clusters Score -2674031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2674053.500000 Penalty: 4937.980469
	Iteration 23Q: 3 clusters Score -2674054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2674058.250000 Penalty: 4937.980469
	Iteration 24Q: 3 clusters Score -2674058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2674062.250000 Penalty: 4937.980469
	Iteration 25Q: 3 clusters Score -2674062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2674062.000000 Penalty: 4937.980469
	Iteration 26Q: 3 clusters Score -2674062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2674063.250000 Penalty: 4937.980469
	Iteration 27Q: 3 clusters Score -2674063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2674063.750000 Penalty: 4937.980469
	Iteration 28Q: 3 clusters Score -2674064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2674063.750000 Penalty: 4937.980469
	Iteration 29F: 3 clusters Score -2674064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Entering Unmasked Estep 
Score: -20235040.000000 Penalty: 2957.353027
	Iteration 0F: 2 clusters Score -2.023504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -20135554.000000 Penalty: 5914.706055
	Iteration 0F: 3 clusters Score -2.013555e+07 nChanged 72171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -20177650.000000 Penalty: 5914.706055
	Iteration 1F: 3 clusters Score -2.017765e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -20178662.000000 Penalty: 5914.706055
	Iteration 2Q: 3 clusters Score -2.017866e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -20179996.000000 Penalty: 5914.706055
	Iteration 3Q: 3 clusters Score -2.018e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -20182142.000000 Penalty: 5914.706055
	Iteration 4Q: 3 clusters Score -2.018214e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -20185762.000000 Penalty: 5914.706055
	Iteration 5F: 3 clusters Score -2.018576e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -20192492.000000 Penalty: 5914.706055
	Iteration 6F: 3 clusters Score -2.019249e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -20201832.000000 Penalty: 5914.706055
	Iteration 7F: 3 clusters Score -2.020183e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -20212740.000000 Penalty: 5914.706055
	Iteration 8F: 3 clusters Score -2.021274e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129211 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -20221494.000000 Penalty: 5914.706055
	Iteration 9F: 3 clusters Score -2.022149e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133591 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -20226686.000000 Penalty: 5914.706055
	Iteration 10Q: 3 clusters Score -2.022669e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -20228988.000000 Penalty: 5914.706055
	Iteration 11Q: 3 clusters Score -2.022899e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -20229916.000000 Penalty: 5914.706055
	Iteration 12Q: 3 clusters Score -2.022992e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138388 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -20230644.000000 Penalty: 5914.706055
	Iteration 13Q: 3 clusters Score -2.023064e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139476 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -20231100.000000 Penalty: 5914.706055
	Iteration 14Q: 3 clusters Score -2.02311e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -20231606.000000 Penalty: 5914.706055
	Iteration 15Q: 3 clusters Score -2.023161e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -20231860.000000 Penalty: 5914.706055
	Iteration 16Q: 3 clusters Score -2.023186e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -20232130.000000 Penalty: 5914.706055
	Iteration 17Q: 3 clusters Score -2.023213e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -20232450.000000 Penalty: 5914.706055
	Iteration 18Q: 3 clusters Score -2.023245e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -20232688.000000 Penalty: 5914.706055
	Iteration 19Q: 3 clusters Score -2.023269e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -20232852.000000 Penalty: 5914.706055
	Iteration 20F: 3 clusters Score -2.023285e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144160 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -20232938.000000 Penalty: 5914.706055
	Iteration 21Q: 3 clusters Score -2.023294e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -20232998.000000 Penalty: 5914.706055
	Iteration 22Q: 3 clusters Score -2.0233e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -20232978.000000 Penalty: 5914.706055
	Iteration 23Q: 3 clusters Score -2.023298e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -20233024.000000 Penalty: 5914.706055
	Iteration 24Q: 3 clusters Score -2.023302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -20233036.000000 Penalty: 5914.706055
	Iteration 25Q: 3 clusters Score -2.023304e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -20233094.000000 Penalty: 5914.706055
	Iteration 26Q: 3 clusters Score -2.023309e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -20233060.000000 Penalty: 5914.706055
	Iteration 27Q: 3 clusters Score -2.023306e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -20233106.000000 Penalty: 5914.706055
	Iteration 28Q: 3 clusters Score -2.023311e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -20233166.000000 Penalty: 5914.706055
	Iteration 29Q: 3 clusters Score -2.023317e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146061 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -20233152.000000 Penalty: 5914.706055
	Iteration 30Q: 3 clusters Score -2.023315e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -20233176.000000 Penalty: 5914.706055
	Iteration 31Q: 3 clusters Score -2.023318e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146278 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -20233124.000000 Penalty: 5914.706055
	Iteration 32Q: 3 clusters Score -2.023312e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -20233164.000000 Penalty: 5914.706055
	Iteration 33Q: 3 clusters Score -2.023316e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146487 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -20233160.000000 Penalty: 5914.706055
	Iteration 34Q: 3 clusters Score -2.023316e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146579 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -20233162.000000 Penalty: 5914.706055
	Iteration 35Q: 3 clusters Score -2.023316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20233184.000000 Penalty: 5914.706055
	Iteration 36Q: 3 clusters Score -2.023318e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -20233166.000000 Penalty: 5914.706055
	Iteration 37Q: 3 clusters Score -2.023317e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -20233176.000000 Penalty: 5914.706055
	Iteration 38Q: 3 clusters Score -2.023318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -20233176.000000 Penalty: 5914.706055
	Iteration 39Q: 3 clusters Score -2.023318e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146900 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -20233166.000000 Penalty: 5914.706055
	Iteration 40F: 3 clusters Score -2.023317e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -20233196.000000 Penalty: 5914.706055
	Iteration 41Q: 3 clusters Score -2.02332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -20233170.000000 Penalty: 5914.706055
	Iteration 42Q: 3 clusters Score -2.023317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20233184.000000 Penalty: 5914.706055
	Iteration 43Q: 3 clusters Score -2.023318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -20233184.000000 Penalty: 5914.706055
	Iteration 44Q: 3 clusters Score -2.023318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -20233184.000000 Penalty: 5914.706055
	Iteration 45Q: 3 clusters Score -2.023318e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147120 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20233182.000000 Penalty: 5914.706055
	Iteration 46Q: 3 clusters Score -2.023318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20233216.000000 Penalty: 5914.706055
	Iteration 47Q: 3 clusters Score -2.023322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147177 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20233242.000000 Penalty: 5914.706055
	Iteration 48Q: 3 clusters Score -2.023324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -20233242.000000 Penalty: 5914.706055
	Iteration 49Q: 3 clusters Score -2.023324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20233244.000000 Penalty: 5914.706055
	Iteration 50Q: 3 clusters Score -2.023324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20233252.000000 Penalty: 5914.706055
	Iteration 51Q: 3 clusters Score -2.023325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147299 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -20233262.000000 Penalty: 5914.706055
	Iteration 52Q: 3 clusters Score -2.023326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -20233270.000000 Penalty: 5914.706055
	Iteration 53Q: 3 clusters Score -2.023327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147359 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -20233266.000000 Penalty: 5914.706055
	Iteration 54Q: 3 clusters Score -2.023327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147383 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20233288.000000 Penalty: 5914.706055
	Iteration 55Q: 3 clusters Score -2.023329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147408 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -20233294.000000 Penalty: 5914.706055
	Iteration 56Q: 3 clusters Score -2.023329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -20233300.000000 Penalty: 5914.706055
	Iteration 57Q: 3 clusters Score -2.02333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -20233308.000000 Penalty: 5914.706055
	Iteration 58Q: 3 clusters Score -2.023331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20233304.000000 Penalty: 5914.706055
	Iteration 59Q: 3 clusters Score -2.02333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147465 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -20233318.000000 Penalty: 5914.706055
	Iteration 60F: 3 clusters Score -2.023332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -20233318.000000 Penalty: 5914.706055
	Iteration 61Q: 3 clusters Score -2.023332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147499 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -20233300.000000 Penalty: 5914.706055
	Iteration 62Q: 3 clusters Score -2.02333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -20233318.000000 Penalty: 5914.706055
	Iteration 63Q: 3 clusters Score -2.023332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -20233304.000000 Penalty: 5914.706055
	Iteration 64Q: 3 clusters Score -2.02333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20233320.000000 Penalty: 5914.706055
	Iteration 65Q: 3 clusters Score -2.023332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -20233308.000000 Penalty: 5914.706055
	Iteration 66Q: 3 clusters Score -2.023331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -20233312.000000 Penalty: 5914.706055
	Iteration 67Q: 3 clusters Score -2.023331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147569 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20233304.000000 Penalty: 5914.706055
	Iteration 68Q: 3 clusters Score -2.02333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -20233314.000000 Penalty: 5914.706055
	Iteration 69Q: 3 clusters Score -2.023331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -20233310.000000 Penalty: 5914.706055
	Iteration 70Q: 3 clusters Score -2.023331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -20233326.000000 Penalty: 5914.706055
	Iteration 71Q: 3 clusters Score -2.023333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147603 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -20233326.000000 Penalty: 5914.706055
	Iteration 72Q: 3 clusters Score -2.023333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -20233346.000000 Penalty: 5914.706055
	Iteration 73Q: 3 clusters Score -2.023335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -20233350.000000 Penalty: 5914.706055
	Iteration 74Q: 3 clusters Score -2.023335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -20233346.000000 Penalty: 5914.706055
	Iteration 75Q: 3 clusters Score -2.023335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20233352.000000 Penalty: 5914.706055
	Iteration 76Q: 3 clusters Score -2.023335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20233352.000000 Penalty: 5914.706055
	Iteration 77F: 3 clusters Score -2.023335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Entering Unmasked Estep 
Score: -15878913.000000 Penalty: 2895.807129
	Iteration 0F: 2 clusters Score -1.587891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -15799962.000000 Penalty: 5791.614258
	Iteration 0F: 3 clusters Score -1.579996e+07 nChanged 55994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -15831879.000000 Penalty: 5791.614258
	Iteration 1F: 3 clusters Score -1.583188e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -15833135.000000 Penalty: 5791.614258
	Iteration 2Q: 3 clusters Score -1.583314e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -15835337.000000 Penalty: 5791.614258
	Iteration 3Q: 3 clusters Score -1.583534e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -15839099.000000 Penalty: 5791.614258
	Iteration 4F: 3 clusters Score -1.58391e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -15846098.000000 Penalty: 5791.614258
	Iteration 5F: 3 clusters Score -1.58461e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -15856464.000000 Penalty: 5791.614258
	Iteration 6F: 3 clusters Score -1.585646e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -15866781.000000 Penalty: 5791.614258
	Iteration 7F: 3 clusters Score -1.586678e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -15872919.000000 Penalty: 5791.614258
	Iteration 8F: 3 clusters Score -1.587292e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15875247.000000 Penalty: 5791.614258
	Iteration 9Q: 3 clusters Score -1.587525e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -15876052.000000 Penalty: 5791.614258
	Iteration 10Q: 3 clusters Score -1.587605e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -15876387.000000 Penalty: 5791.614258
	Iteration 11Q: 3 clusters Score -1.587639e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15876552.000000 Penalty: 5791.614258
	Iteration 12Q: 3 clusters Score -1.587655e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15876626.000000 Penalty: 5791.614258
	Iteration 13Q: 3 clusters Score -1.587663e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15876684.000000 Penalty: 5791.614258
	Iteration 14Q: 3 clusters Score -1.587668e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15876741.000000 Penalty: 5791.614258
	Iteration 15Q: 3 clusters Score -1.587674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15876782.000000 Penalty: 5791.614258
	Iteration 16Q: 3 clusters Score -1.587678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117143 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15876794.000000 Penalty: 5791.614258
	Iteration 17Q: 3 clusters Score -1.587679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15876800.000000 Penalty: 5791.614258
	Iteration 18Q: 3 clusters Score -1.58768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15876834.000000 Penalty: 5791.614258
	Iteration 19Q: 3 clusters Score -1.587683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15876841.000000 Penalty: 5791.614258
	Iteration 20F: 3 clusters Score -1.587684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15876829.000000 Penalty: 5791.614258
	Iteration 21Q: 3 clusters Score -1.587683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15876829.000000 Penalty: 5791.614258
	Iteration 22Q: 3 clusters Score -1.587683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15876857.000000 Penalty: 5791.614258
	Iteration 23Q: 3 clusters Score -1.587686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15876859.000000 Penalty: 5791.614258
	Iteration 24Q: 3 clusters Score -1.587686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15876858.000000 Penalty: 5791.614258
	Iteration 25Q: 3 clusters Score -1.587686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15876860.000000 Penalty: 5791.614258
	Iteration 26Q: 3 clusters Score -1.587686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15876854.000000 Penalty: 5791.614258
	Iteration 27Q: 3 clusters Score -1.587685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15876857.000000 Penalty: 5791.614258
	Iteration 28Q: 3 clusters Score -1.587686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15876860.000000 Penalty: 5791.614258
	Iteration 29Q: 3 clusters Score -1.587686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15876856.000000 Penalty: 5791.614258
	Iteration 30Q: 3 clusters Score -1.587686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15876858.000000 Penalty: 5791.614258
	Iteration 31Q: 3 clusters Score -1.587686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15876853.000000 Penalty: 5791.614258
	Iteration 32Q: 3 clusters Score -1.587685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15876864.000000 Penalty: 5791.614258
	Iteration 33Q: 3 clusters Score -1.587686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15876862.000000 Penalty: 5791.614258
	Iteration 34Q: 3 clusters Score -1.587686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15876859.000000 Penalty: 5791.614258
	Iteration 35Q: 3 clusters Score -1.587686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15876862.000000 Penalty: 5791.614258
	Iteration 36Q: 3 clusters Score -1.587686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15876864.000000 Penalty: 5791.614258
	Iteration 37Q: 3 clusters Score -1.587686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15876863.000000 Penalty: 5791.614258
	Iteration 38Q: 3 clusters Score -1.587686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15876865.000000 Penalty: 5791.614258
	Iteration 39Q: 3 clusters Score -1.587686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15876865.000000 Penalty: 5791.614258
	Iteration 40F: 3 clusters Score -1.587686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -560310.250000 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -560310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -556104.125000 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -556104.1 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -557106.937500 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -557106.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -557297.437500 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -557297.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -557413.750000 Penalty: 4169.395020
	Iteration 3Q: 3 clusters Score -557413.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -557501.687500 Penalty: 4169.395020
	Iteration 4Q: 3 clusters Score -557501.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -557574.437500 Penalty: 4169.395020
	Iteration 5Q: 3 clusters Score -557574.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -557623.375000 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -557623.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -557667.937500 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -557667.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -557707.812500 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -557707.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -557749.625000 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -557749.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -557792.375000 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -557792.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -557829.312500 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -557829.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -557864.062500 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -557864.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -557893.750000 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -557893.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -557919.687500 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -557919.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -557948.187500 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -557948.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -557978.875000 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -557978.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -558020.000000 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -558020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -558077.062500 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -558077.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -558137.312500 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -558137.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -558184.750000 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -558184.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -558224.312500 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -558224.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -558258.625000 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -558258.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -558284.312500 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -558284.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -558310.500000 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -558310.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -558330.187500 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -558330.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -558345.937500 Penalty: 4169.395020
	Iteration 26Q: 3 clusters Score -558345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -558355.750000 Penalty: 4169.395020
	Iteration 27Q: 3 clusters Score -558355.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -558364.562500 Penalty: 4169.395020
	Iteration 28Q: 3 clusters Score -558364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -558371.562500 Penalty: 4169.395020
	Iteration 29Q: 3 clusters Score -558371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -558379.937500 Penalty: 4169.395020
	Iteration 30Q: 3 clusters Score -558379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -558387.750000 Penalty: 4169.395020
	Iteration 31Q: 3 clusters Score -558387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -558400.437500 Penalty: 4169.395020
	Iteration 32Q: 3 clusters Score -558400.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -558416.125000 Penalty: 4169.395020
	Iteration 33Q: 3 clusters Score -558416.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -558437.750000 Penalty: 4169.395020
	Iteration 34Q: 3 clusters Score -558437.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -558452.000000 Penalty: 4169.395020
	Iteration 35Q: 3 clusters Score -558452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -558463.937500 Penalty: 4169.395020
	Iteration 36Q: 3 clusters Score -558463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -558475.500000 Penalty: 4169.395020
	Iteration 37Q: 3 clusters Score -558475.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -558487.250000 Penalty: 4169.395020
	Iteration 38Q: 3 clusters Score -558487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -558501.750000 Penalty: 4169.395020
	Iteration 39Q: 3 clusters Score -558501.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -558515.937500 Penalty: 4169.395020
	Iteration 40F: 3 clusters Score -558515.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -558527.875000 Penalty: 4169.395020
	Iteration 41Q: 3 clusters Score -558527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -558534.125000 Penalty: 4169.395020
	Iteration 42Q: 3 clusters Score -558534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -558540.875000 Penalty: 4169.395020
	Iteration 43Q: 3 clusters Score -558540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -558542.562500 Penalty: 4169.395020
	Iteration 44Q: 3 clusters Score -558542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -558543.500000 Penalty: 4169.395020
	Iteration 45Q: 3 clusters Score -558543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -558545.062500 Penalty: 4169.395020
	Iteration 46Q: 3 clusters Score -558545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -558551.562500 Penalty: 4169.395020
	Iteration 47Q: 3 clusters Score -558551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -558556.812500 Penalty: 4169.395020
	Iteration 48Q: 3 clusters Score -558556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -558559.875000 Penalty: 4169.395020
	Iteration 49Q: 3 clusters Score -558559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -558566.687500 Penalty: 4169.395020
	Iteration 50Q: 3 clusters Score -558566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -558575.500000 Penalty: 4169.395020
	Iteration 51Q: 3 clusters Score -558575.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -558584.875000 Penalty: 4169.395020
	Iteration 52Q: 3 clusters Score -558584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -558592.125000 Penalty: 4169.395020
	Iteration 53Q: 3 clusters Score -558592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -558605.187500 Penalty: 4169.395020
	Iteration 54Q: 3 clusters Score -558605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -558619.937500 Penalty: 4169.395020
	Iteration 55Q: 3 clusters Score -558619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -558631.187500 Penalty: 4169.395020
	Iteration 56Q: 3 clusters Score -558631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -558647.625000 Penalty: 4169.395020
	Iteration 57Q: 3 clusters Score -558647.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -558665.937500 Penalty: 4169.395020
	Iteration 58Q: 3 clusters Score -558665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -558678.062500 Penalty: 4169.395020
	Iteration 59Q: 3 clusters Score -558678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -558687.625000 Penalty: 4169.395020
	Iteration 60F: 3 clusters Score -558687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -558698.000000 Penalty: 4169.395020
	Iteration 61Q: 3 clusters Score -558698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -558711.500000 Penalty: 4169.395020
	Iteration 62Q: 3 clusters Score -558711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -558716.187500 Penalty: 4169.395020
	Iteration 63Q: 3 clusters Score -558716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -558720.500000 Penalty: 4169.395020
	Iteration 64Q: 3 clusters Score -558720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -558724.750000 Penalty: 4169.395020
	Iteration 65Q: 3 clusters Score -558724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -558728.937500 Penalty: 4169.395020
	Iteration 66Q: 3 clusters Score -558728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -558733.062500 Penalty: 4169.395020
	Iteration 67Q: 3 clusters Score -558733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -558737.000000 Penalty: 4169.395020
	Iteration 68Q: 3 clusters Score -558737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -558741.312500 Penalty: 4169.395020
	Iteration 69Q: 3 clusters Score -558741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -558744.750000 Penalty: 4169.395020
	Iteration 70Q: 3 clusters Score -558744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -558749.312500 Penalty: 4169.395020
	Iteration 71Q: 3 clusters Score -558749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -558749.375000 Penalty: 4169.395020
	Iteration 72Q: 3 clusters Score -558749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -558749.375000 Penalty: 4169.395020
	Iteration 73F: 3 clusters Score -558749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184965 members 
Mstep: Class 5 contains 146816 members 
Mstep: Class 6 contains 60255 members 
Mstep: Class 7 contains 63808 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142814 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116034 members 
Mstep: Class 15 contains 173334 members 
Mstep: Class 16 contains 89961 members 
Mstep: Class 17 contains 79353 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 150966 members 
Mstep: Class 21 contains 117788 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358000.000000 Penalty: 73593.648438
Iteration 399Q: 22 clusters Score -1.80358e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184938 members 
Mstep: Class 5 contains 146805 members 
Mstep: Class 6 contains 60247 members 
Mstep: Class 7 contains 63811 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142785 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116030 members 
Mstep: Class 15 contains 173385 members 
Mstep: Class 16 contains 89952 members 
Mstep: Class 17 contains 79354 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21069 members 
Mstep: Class 20 contains 150957 members 
Mstep: Class 21 contains 117763 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 400F: 22 clusters Score -1.803579e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184910 members 
Mstep: Class 5 contains 146788 members 
Mstep: Class 6 contains 60249 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142758 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116026 members 
Mstep: Class 15 contains 173428 members 
Mstep: Class 16 contains 89952 members 
Mstep: Class 17 contains 79350 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21072 members 
Mstep: Class 20 contains 150951 members 
Mstep: Class 21 contains 117739 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357728.000000 Penalty: 73593.648438
Iteration 401Q: 22 clusters Score -1.803577e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184888 members 
Mstep: Class 5 contains 146775 members 
Mstep: Class 6 contains 60250 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142737 members 
Mstep: Class 10 contains 7179 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116017 members 
Mstep: Class 15 contains 173466 members 
Mstep: Class 16 contains 89949 members 
Mstep: Class 17 contains 79349 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 150932 members 
Mstep: Class 21 contains 117717 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357824.000000 Penalty: 73593.648438
Iteration 402Q: 22 clusters Score -1.803578e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184880 members 
Mstep: Class 5 contains 146764 members 
Mstep: Class 6 contains 60257 members 
Mstep: Class 7 contains 63812 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142717 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116009 members 
Mstep: Class 15 contains 173496 members 
Mstep: Class 16 contains 89948 members 
Mstep: Class 17 contains 79345 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 150930 members 
Mstep: Class 21 contains 117691 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 403Q: 22 clusters Score -1.803579e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184869 members 
Mstep: Class 5 contains 146751 members 
Mstep: Class 6 contains 60261 members 
Mstep: Class 7 contains 63815 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142691 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116002 members 
Mstep: Class 15 contains 173524 members 
Mstep: Class 16 contains 89938 members 
Mstep: Class 17 contains 79352 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21081 members 
Mstep: Class 20 contains 150915 members 
Mstep: Class 21 contains 117665 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358128.000000 Penalty: 73593.648438
Iteration 404Q: 22 clusters Score -1.803581e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184857 members 
Mstep: Class 5 contains 146730 members 
Mstep: Class 6 contains 60263 members 
Mstep: Class 7 contains 63816 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142686 members 
Mstep: Class 10 contains 7340 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115998 members 
Mstep: Class 15 contains 173546 members 
Mstep: Class 16 contains 89935 members 
Mstep: Class 17 contains 79352 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 150887 members 
Mstep: Class 21 contains 117649 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358240.000000 Penalty: 73593.648438
Iteration 405Q: 22 clusters Score -1.803582e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184838 members 
Mstep: Class 5 contains 146703 members 
Mstep: Class 6 contains 60262 members 
Mstep: Class 7 contains 63815 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142686 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115992 members 
Mstep: Class 15 contains 173557 members 
Mstep: Class 16 contains 89936 members 
Mstep: Class 17 contains 79350 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 150873 members 
Mstep: Class 21 contains 117643 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358416.000000 Penalty: 73593.648438
Iteration 406Q: 22 clusters Score -1.803584e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184812 members 
Mstep: Class 5 contains 146677 members 
Mstep: Class 6 contains 60258 members 
Mstep: Class 7 contains 63812 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142692 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115984 members 
Mstep: Class 15 contains 173567 members 
Mstep: Class 16 contains 89931 members 
Mstep: Class 17 contains 79348 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 150864 members 
Mstep: Class 21 contains 117634 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358384.000000 Penalty: 73593.648438
Iteration 407Q: 22 clusters Score -1.803584e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184778 members 
Mstep: Class 5 contains 146647 members 
Mstep: Class 6 contains 60249 members 
Mstep: Class 7 contains 63808 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142691 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115986 members 
Mstep: Class 15 contains 173585 members 
Mstep: Class 16 contains 89929 members 
Mstep: Class 17 contains 79339 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 150868 members 
Mstep: Class 21 contains 117624 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358400.000000 Penalty: 73593.648438
Iteration 408Q: 22 clusters Score -1.803584e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184767 members 
Mstep: Class 5 contains 146624 members 
Mstep: Class 6 contains 60245 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142671 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 115991 members 
Mstep: Class 15 contains 173586 members 
Mstep: Class 16 contains 89924 members 
Mstep: Class 17 contains 79337 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 150861 members 
Mstep: Class 21 contains 117623 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358416.000000 Penalty: 73593.648438
Iteration 409Q: 22 clusters Score -1.803584e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184756 members 
Mstep: Class 5 contains 146617 members 
Mstep: Class 6 contains 60237 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142653 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116001 members 
Mstep: Class 15 contains 173588 members 
Mstep: Class 16 contains 89922 members 
Mstep: Class 17 contains 79328 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 150855 members 
Mstep: Class 21 contains 117612 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358224.000000 Penalty: 73593.648438
Iteration 410Q: 22 clusters Score -1.803582e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184748 members 
Mstep: Class 5 contains 146597 members 
Mstep: Class 6 contains 60229 members 
Mstep: Class 7 contains 63812 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142625 members 
Mstep: Class 10 contains 7735 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116008 members 
Mstep: Class 15 contains 173600 members 
Mstep: Class 16 contains 89919 members 
Mstep: Class 17 contains 79324 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 150853 members 
Mstep: Class 21 contains 117611 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358032.000000 Penalty: 73593.648438
Iteration 411Q: 22 clusters Score -1.80358e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184732 members 
Mstep: Class 5 contains 146581 members 
Mstep: Class 6 contains 60227 members 
Mstep: Class 7 contains 63806 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142602 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116019 members 
Mstep: Class 15 contains 173622 members 
Mstep: Class 16 contains 89915 members 
Mstep: Class 17 contains 79316 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 150843 members 
Mstep: Class 21 contains 117604 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357968.000000 Penalty: 73593.648438
Iteration 412Q: 22 clusters Score -1.80358e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184725 members 
Mstep: Class 5 contains 146571 members 
Mstep: Class 6 contains 60228 members 
Mstep: Class 7 contains 63802 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142576 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116025 members 
Mstep: Class 15 contains 173627 members 
Mstep: Class 16 contains 89916 members 
Mstep: Class 17 contains 79311 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 150823 members 
Mstep: Class 21 contains 117588 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 413Q: 22 clusters Score -1.803579e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184715 members 
Mstep: Class 5 contains 146563 members 
Mstep: Class 6 contains 60221 members 
Mstep: Class 7 contains 63800 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142565 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116032 members 
Mstep: Class 15 contains 173627 members 
Mstep: Class 16 contains 89910 members 
Mstep: Class 17 contains 79316 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21078 members 
Mstep: Class 20 contains 150809 members 
Mstep: Class 21 contains 117574 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358032.000000 Penalty: 73593.648438
Iteration 414Q: 22 clusters Score -1.80358e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184708 members 
Mstep: Class 5 contains 146554 members 
Mstep: Class 6 contains 60216 members 
Mstep: Class 7 contains 63803 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142552 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116034 members 
Mstep: Class 15 contains 173634 members 
Mstep: Class 16 contains 89902 members 
Mstep: Class 17 contains 79312 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 150787 members 
Mstep: Class 21 contains 117574 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358000.000000 Penalty: 73593.648438
Iteration 415Q: 22 clusters Score -1.80358e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184700 members 
Mstep: Class 5 contains 146547 members 
Mstep: Class 6 contains 60208 members 
Mstep: Class 7 contains 63798 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142529 members 
Mstep: Class 10 contains 8051 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116040 members 
Mstep: Class 15 contains 173664 members 
Mstep: Class 16 contains 89893 members 
Mstep: Class 17 contains 79308 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 150766 members 
Mstep: Class 21 contains 117557 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357952.000000 Penalty: 73593.648438
Iteration 416Q: 22 clusters Score -1.80358e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184698 members 
Mstep: Class 5 contains 146541 members 
Mstep: Class 6 contains 60206 members 
Mstep: Class 7 contains 63800 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142492 members 
Mstep: Class 10 contains 8101 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116048 members 
Mstep: Class 15 contains 173692 members 
Mstep: Class 16 contains 89880 members 
Mstep: Class 17 contains 79301 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21083 members 
Mstep: Class 20 contains 150762 members 
Mstep: Class 21 contains 117539 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 417Q: 22 clusters Score -1.803579e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184691 members 
Mstep: Class 5 contains 146521 members 
Mstep: Class 6 contains 60206 members 
Mstep: Class 7 contains 63802 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142491 members 
Mstep: Class 10 contains 8187 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116044 members 
Mstep: Class 15 contains 173705 members 
Mstep: Class 16 contains 89865 members 
Mstep: Class 17 contains 79288 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21079 members 
Mstep: Class 20 contains 150739 members 
Mstep: Class 21 contains 117525 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357888.000000 Penalty: 73593.648438
Iteration 418Q: 22 clusters Score -1.803579e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184673 members 
Mstep: Class 5 contains 146499 members 
Mstep: Class 6 contains 60205 members 
Mstep: Class 7 contains 63800 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142473 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116045 members 
Mstep: Class 15 contains 173722 members 
Mstep: Class 16 contains 89862 members 
Mstep: Class 17 contains 79281 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21076 members 
Mstep: Class 20 contains 150725 members 
Mstep: Class 21 contains 117512 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357728.000000 Penalty: 73593.648438
Iteration 419Q: 22 clusters Score -1.803577e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184659 members 
Mstep: Class 5 contains 146484 members 
Mstep: Class 6 contains 60205 members 
Mstep: Class 7 contains 63798 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142457 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116034 members 
Mstep: Class 15 contains 173736 members 
Mstep: Class 16 contains 89868 members 
Mstep: Class 17 contains 79279 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21074 members 
Mstep: Class 20 contains 150706 members 
Mstep: Class 21 contains 117493 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 420F: 22 clusters Score -1.803579e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184658 members 
Mstep: Class 5 contains 146469 members 
Mstep: Class 6 contains 60203 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142457 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116042 members 
Mstep: Class 15 contains 173735 members 
Mstep: Class 16 contains 89866 members 
Mstep: Class 17 contains 79269 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 150685 members 
Mstep: Class 21 contains 117480 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357936.000000 Penalty: 73593.648438
Iteration 421Q: 22 clusters Score -1.803579e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184654 members 
Mstep: Class 5 contains 146455 members 
Mstep: Class 6 contains 60201 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142451 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116049 members 
Mstep: Class 15 contains 173746 members 
Mstep: Class 16 contains 89854 members 
Mstep: Class 17 contains 79265 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 150654 members 
Mstep: Class 21 contains 117469 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357776.000000 Penalty: 73593.648438
Iteration 422Q: 22 clusters Score -1.803578e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184651 members 
Mstep: Class 5 contains 146447 members 
Mstep: Class 6 contains 60194 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142426 members 
Mstep: Class 10 contains 8558 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116056 members 
Mstep: Class 15 contains 173751 members 
Mstep: Class 16 contains 89852 members 
Mstep: Class 17 contains 79261 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21072 members 
Mstep: Class 20 contains 150626 members 
Mstep: Class 21 contains 117451 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357808.000000 Penalty: 73593.648438
Iteration 423Q: 22 clusters Score -1.803578e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184645 members 
Mstep: Class 5 contains 146434 members 
Mstep: Class 6 contains 60196 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142415 members 
Mstep: Class 10 contains 8616 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116062 members 
Mstep: Class 15 contains 173746 members 
Mstep: Class 16 contains 89849 members 
Mstep: Class 17 contains 79256 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 150601 members 
Mstep: Class 21 contains 117454 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357824.000000 Penalty: 73593.648438
Iteration 424Q: 22 clusters Score -1.803578e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184612 members 
Mstep: Class 5 contains 146422 members 
Mstep: Class 6 contains 60194 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142419 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116069 members 
Mstep: Class 15 contains 173755 members 
Mstep: Class 16 contains 89844 members 
Mstep: Class 17 contains 79252 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21073 members 
Mstep: Class 20 contains 150559 members 
Mstep: Class 21 contains 117448 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357920.000000 Penalty: 73593.648438
Iteration 425Q: 22 clusters Score -1.803579e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184566 members 
Mstep: Class 5 contains 146414 members 
Mstep: Class 6 contains 60192 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142421 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116068 members 
Mstep: Class 15 contains 173763 members 
Mstep: Class 16 contains 89845 members 
Mstep: Class 17 contains 79252 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21076 members 
Mstep: Class 20 contains 150535 members 
Mstep: Class 21 contains 117439 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358096.000000 Penalty: 73593.648438
Iteration 426Q: 22 clusters Score -1.803581e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184533 members 
Mstep: Class 5 contains 146404 members 
Mstep: Class 6 contains 60188 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142411 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116067 members 
Mstep: Class 15 contains 173775 members 
Mstep: Class 16 contains 89845 members 
Mstep: Class 17 contains 79254 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 150498 members 
Mstep: Class 21 contains 117434 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358256.000000 Penalty: 73593.648438
Iteration 427Q: 22 clusters Score -1.803583e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184508 members 
Mstep: Class 5 contains 146384 members 
Mstep: Class 6 contains 60183 members 
Mstep: Class 7 contains 63794 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142406 members 
Mstep: Class 10 contains 8940 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116058 members 
Mstep: Class 15 contains 173794 members 
Mstep: Class 16 contains 89844 members 
Mstep: Class 17 contains 79256 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 150468 members 
Mstep: Class 21 contains 117423 members 
Mstep: Class 22 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358336.000000 Penalty: 73593.648438
Iteration 428Q: 22 clusters Score -1.803583e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184497 members 
Mstep: Class 5 contains 146369 members 
Mstep: Class 6 contains 60177 members 
Mstep: Class 7 contains 63799 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142388 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116050 members 
Mstep: Class 15 contains 173807 members 
Mstep: Class 16 contains 89840 members 
Mstep: Class 17 contains 79255 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21080 members 
Mstep: Class 20 contains 150443 members 
Mstep: Class 21 contains 117413 members 
Mstep: Class 22 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358544.000000 Penalty: 73593.648438
Iteration 429Q: 22 clusters Score -1.803585e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184480 members 
Mstep: Class 5 contains 146357 members 
Mstep: Class 6 contains 60174 members 
Mstep: Class 7 contains 63804 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142366 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116054 members 
Mstep: Class 15 contains 173819 members 
Mstep: Class 16 contains 89831 members 
Mstep: Class 17 contains 79249 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 150390 members 
Mstep: Class 21 contains 117403 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358464.000000 Penalty: 73593.648438
Iteration 430Q: 22 clusters Score -1.803585e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184455 members 
Mstep: Class 5 contains 146343 members 
Mstep: Class 6 contains 60172 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142354 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116066 members 
Mstep: Class 15 contains 173827 members 
Mstep: Class 16 contains 89824 members 
Mstep: Class 17 contains 79244 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 150360 members 
Mstep: Class 21 contains 117386 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358304.000000 Penalty: 73593.648438
Iteration 431Q: 22 clusters Score -1.803583e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184437 members 
Mstep: Class 5 contains 146339 members 
Mstep: Class 6 contains 60170 members 
Mstep: Class 7 contains 63811 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142338 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116077 members 
Mstep: Class 15 contains 173842 members 
Mstep: Class 16 contains 89821 members 
Mstep: Class 17 contains 79240 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21085 members 
Mstep: Class 20 contains 150335 members 
Mstep: Class 21 contains 117361 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358272.000000 Penalty: 73593.648438
Iteration 432Q: 22 clusters Score -1.803583e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184412 members 
Mstep: Class 5 contains 146329 members 
Mstep: Class 6 contains 60166 members 
Mstep: Class 7 contains 63815 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142319 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116079 members 
Mstep: Class 15 contains 173864 members 
Mstep: Class 16 contains 89807 members 
Mstep: Class 17 contains 79241 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21089 members 
Mstep: Class 20 contains 150315 members 
Mstep: Class 21 contains 117346 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358352.000000 Penalty: 73593.648438
Iteration 433Q: 22 clusters Score -1.803584e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184379 members 
Mstep: Class 5 contains 146317 members 
Mstep: Class 6 contains 60167 members 
Mstep: Class 7 contains 63812 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142313 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116075 members 
Mstep: Class 15 contains 173876 members 
Mstep: Class 16 contains 89791 members 
Mstep: Class 17 contains 79240 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21091 members 
Mstep: Class 20 contains 150312 members 
Mstep: Class 21 contains 117320 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358688.000000 Penalty: 73593.648438
Iteration 434Q: 22 clusters Score -1.803587e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184359 members 
Mstep: Class 5 contains 146298 members 
Mstep: Class 6 contains 60164 members 
Mstep: Class 7 contains 63810 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142302 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116074 members 
Mstep: Class 15 contains 173895 members 
Mstep: Class 16 contains 89787 members 
Mstep: Class 17 contains 79237 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21090 members 
Mstep: Class 20 contains 150286 members 
Mstep: Class 21 contains 117302 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358672.000000 Penalty: 73593.648438
Iteration 435Q: 22 clusters Score -1.803587e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184315 members 
Mstep: Class 5 contains 146286 members 
Mstep: Class 6 contains 60163 members 
Mstep: Class 7 contains 63804 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142283 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116081 members 
Mstep: Class 15 contains 173910 members 
Mstep: Class 16 contains 89784 members 
Mstep: Class 17 contains 79232 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 150270 members 
Mstep: Class 21 contains 117299 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
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Score: -180358832.000000 Penalty: 73593.648438
Iteration 436Q: 22 clusters Score -1.803588e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184266 members 
Mstep: Class 5 contains 146265 members 
Mstep: Class 6 contains 60158 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142274 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116082 members 
Mstep: Class 15 contains 173928 members 
Mstep: Class 16 contains 89779 members 
Mstep: Class 17 contains 79230 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21086 members 
Mstep: Class 20 contains 150253 members 
Mstep: Class 21 contains 117300 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358800.000000 Penalty: 73593.648438
Iteration 437Q: 22 clusters Score -1.803588e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184233 members 
Mstep: Class 5 contains 146251 members 
Mstep: Class 6 contains 60153 members 
Mstep: Class 7 contains 63794 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142255 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116083 members 
Mstep: Class 15 contains 173938 members 
Mstep: Class 16 contains 89778 members 
Mstep: Class 17 contains 79224 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21089 members 
Mstep: Class 20 contains 150249 members 
Mstep: Class 21 contains 117289 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358784.000000 Penalty: 73593.648438
Iteration 438Q: 22 clusters Score -1.803588e+08 nChanged 357
Entering ConstructFrom: 
Score: -180358784.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41762.785156 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41762.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42069.359375 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -42069.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42246.308594 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -42246.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42364.046875 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42364.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42416.734375 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42416.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42440.429688 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42440.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42498.726562 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42498.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42511.851562 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -42511.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42521.527344 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -42521.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42521.527344 Penalty: 2950.225586
	Iteration 9F: 3 clusters Score -42521.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 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 314 members 
Entering Unmasked Estep 
Score: -69787.367188 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69787.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69956.992188 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -69956.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70008.882812 Penalty: 3175.350830
	Iteration 2Q: 3 clusters Score -70008.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70033.570312 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70033.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70046.125000 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70046.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70057.914062 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70057.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70070.054688 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70070.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70079.601562 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70085.710938 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70085.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70089.937500 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70089.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70091.570312 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70091.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70093.843750 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70093.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70093.843750 Penalty: 3175.350830
	Iteration 12F: 3 clusters Score -70093.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103368.828125 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103368.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103677.320312 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103677.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103804.312500 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103804.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103887.273438 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103887.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103979.992188 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104048.726562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -104048.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104119.070312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104151.523438 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104171.273438 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104184.578125 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104184.578125 Penalty: 3343.883545
	Iteration 10F: 3 clusters Score -104184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (184206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Entering Unmasked Estep 
Score: -24867426.000000 Penalty: 3006.704834
	Iteration 0F: 2 clusters Score -2.486743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -24759456.000000 Penalty: 6013.409668
	Iteration 0F: 3 clusters Score -2.475946e+07 nChanged 88455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -24810952.000000 Penalty: 6013.409668
	Iteration 1F: 3 clusters Score -2.481095e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -24812330.000000 Penalty: 6013.409668
	Iteration 2Q: 3 clusters Score -2.481233e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -24814372.000000 Penalty: 6013.409668
	Iteration 3Q: 3 clusters Score -2.481437e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -24817888.000000 Penalty: 6013.409668
	Iteration 4Q: 3 clusters Score -2.481789e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -24824536.000000 Penalty: 6013.409668
	Iteration 5F: 3 clusters Score -2.482454e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -24835636.000000 Penalty: 6013.409668
	Iteration 6F: 3 clusters Score -2.483564e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -24849376.000000 Penalty: 6013.409668
	Iteration 7F: 3 clusters Score -2.484938e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -24859940.000000 Penalty: 6013.409668
	Iteration 8F: 3 clusters Score -2.485994e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -24865476.000000 Penalty: 6013.409668
	Iteration 9Q: 3 clusters Score -2.486548e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -24867906.000000 Penalty: 6013.409668
	Iteration 10Q: 3 clusters Score -2.486791e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -24868604.000000 Penalty: 6013.409668
	Iteration 11Q: 3 clusters Score -2.48686e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174333 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -24868710.000000 Penalty: 6013.409668
	Iteration 12Q: 3 clusters Score -2.486871e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -24868704.000000 Penalty: 6013.409668
	Iteration 13Q: 3 clusters Score -2.48687e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -24868376.000000 Penalty: 6013.409668
	Iteration 14Q: 3 clusters Score -2.486838e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -24868024.000000 Penalty: 6013.409668
	Iteration 15Q: 3 clusters Score -2.486802e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -24867696.000000 Penalty: 6013.409668
	Iteration 16Q: 3 clusters Score -2.48677e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -24867414.000000 Penalty: 6013.409668
	Iteration 17Q: 3 clusters Score -2.486741e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180142 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -24867264.000000 Penalty: 6013.409668
	Iteration 18Q: 3 clusters Score -2.486726e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -24867108.000000 Penalty: 6013.409668
	Iteration 19Q: 3 clusters Score -2.486711e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180983 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -24866916.000000 Penalty: 6013.409668
	Iteration 20F: 3 clusters Score -2.486692e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -24866794.000000 Penalty: 6013.409668
	Iteration 21Q: 3 clusters Score -2.486679e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181566 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -24866750.000000 Penalty: 6013.409668
	Iteration 22Q: 3 clusters Score -2.486675e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181781 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24866676.000000 Penalty: 6013.409668
	Iteration 23Q: 3 clusters Score -2.486668e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24866636.000000 Penalty: 6013.409668
	Iteration 24Q: 3 clusters Score -2.486664e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182084 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24866552.000000 Penalty: 6013.409668
	Iteration 25Q: 3 clusters Score -2.486655e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182188 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24866492.000000 Penalty: 6013.409668
	Iteration 26Q: 3 clusters Score -2.486649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -24866470.000000 Penalty: 6013.409668
	Iteration 27Q: 3 clusters Score -2.486647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182338 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24866438.000000 Penalty: 6013.409668
	Iteration 28Q: 3 clusters Score -2.486644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -24866402.000000 Penalty: 6013.409668
	Iteration 29Q: 3 clusters Score -2.48664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182442 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -24866390.000000 Penalty: 6013.409668
	Iteration 30Q: 3 clusters Score -2.486639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182485 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24866336.000000 Penalty: 6013.409668
	Iteration 31Q: 3 clusters Score -2.486634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182523 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -24866308.000000 Penalty: 6013.409668
	Iteration 32Q: 3 clusters Score -2.486631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182549 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -24866278.000000 Penalty: 6013.409668
	Iteration 33Q: 3 clusters Score -2.486628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -24866296.000000 Penalty: 6013.409668
	Iteration 34Q: 3 clusters Score -2.48663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182612 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -24866292.000000 Penalty: 6013.409668
	Iteration 35Q: 3 clusters Score -2.486629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182632 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -24866292.000000 Penalty: 6013.409668
	Iteration 36Q: 3 clusters Score -2.486629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24866280.000000 Penalty: 6013.409668
	Iteration 37Q: 3 clusters Score -2.486628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182651 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -24866268.000000 Penalty: 6013.409668
	Iteration 38Q: 3 clusters Score -2.486627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -24866274.000000 Penalty: 6013.409668
	Iteration 39Q: 3 clusters Score -2.486627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182656 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24866266.000000 Penalty: 6013.409668
	Iteration 40F: 3 clusters Score -2.486627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182657 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24866270.000000 Penalty: 6013.409668
	Iteration 41Q: 3 clusters Score -2.486627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182661 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -24866260.000000 Penalty: 6013.409668
	Iteration 42Q: 3 clusters Score -2.486626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24866244.000000 Penalty: 6013.409668
	Iteration 43Q: 3 clusters Score -2.486624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -24866232.000000 Penalty: 6013.409668
	Iteration 44Q: 3 clusters Score -2.486623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24866236.000000 Penalty: 6013.409668
	Iteration 45Q: 3 clusters Score -2.486624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -24866242.000000 Penalty: 6013.409668
	Iteration 46Q: 3 clusters Score -2.486624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182672 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24866248.000000 Penalty: 6013.409668
	Iteration 47Q: 3 clusters Score -2.486625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182676 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -24866250.000000 Penalty: 6013.409668
	Iteration 48Q: 3 clusters Score -2.486625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -24866244.000000 Penalty: 6013.409668
	Iteration 49Q: 3 clusters Score -2.486624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182681 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24866232.000000 Penalty: 6013.409668
	Iteration 50Q: 3 clusters Score -2.486623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182685 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24866250.000000 Penalty: 6013.409668
	Iteration 51Q: 3 clusters Score -2.486625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182688 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24866238.000000 Penalty: 6013.409668
	Iteration 52Q: 3 clusters Score -2.486624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24866226.000000 Penalty: 6013.409668
	Iteration 53Q: 3 clusters Score -2.486623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -24866228.000000 Penalty: 6013.409668
	Iteration 54Q: 3 clusters Score -2.486623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182699 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24866224.000000 Penalty: 6013.409668
	Iteration 55Q: 3 clusters Score -2.486622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182702 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24866218.000000 Penalty: 6013.409668
	Iteration 56Q: 3 clusters Score -2.486622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182705 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -24866208.000000 Penalty: 6013.409668
	Iteration 57Q: 3 clusters Score -2.486621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182708 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -24866210.000000 Penalty: 6013.409668
	Iteration 58Q: 3 clusters Score -2.486621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182713 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24866222.000000 Penalty: 6013.409668
	Iteration 59Q: 3 clusters Score -2.486622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182716 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -24866218.000000 Penalty: 6013.409668
	Iteration 60F: 3 clusters Score -2.486622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Entering Unmasked Estep 
Score: -19742504.000000 Penalty: 2949.478516
	Iteration 0F: 2 clusters Score -1.97425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -19645086.000000 Penalty: 5898.957031
	Iteration 0F: 3 clusters Score -1.964509e+07 nChanged 69798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -19686228.000000 Penalty: 5898.957031
	Iteration 1F: 3 clusters Score -1.968623e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -19687094.000000 Penalty: 5898.957031
	Iteration 2Q: 3 clusters Score -1.968709e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -19688088.000000 Penalty: 5898.957031
	Iteration 3Q: 3 clusters Score -1.968809e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -19689188.000000 Penalty: 5898.957031
	Iteration 4Q: 3 clusters Score -1.968919e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -19690762.000000 Penalty: 5898.957031
	Iteration 5Q: 3 clusters Score -1.969076e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -19693216.000000 Penalty: 5898.957031
	Iteration 6Q: 3 clusters Score -1.969322e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -19696862.000000 Penalty: 5898.957031
	Iteration 7Q: 3 clusters Score -1.969686e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -19702636.000000 Penalty: 5898.957031
	Iteration 8F: 3 clusters Score -1.970264e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -19710382.000000 Penalty: 5898.957031
	Iteration 9F: 3 clusters Score -1.971038e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -19718786.000000 Penalty: 5898.957031
	Iteration 10F: 3 clusters Score -1.971879e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -19724862.000000 Penalty: 5898.957031
	Iteration 11F: 3 clusters Score -1.972486e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -19728622.000000 Penalty: 5898.957031
	Iteration 12Q: 3 clusters Score -1.972862e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -19730610.000000 Penalty: 5898.957031
	Iteration 13Q: 3 clusters Score -1.973061e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123545 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -19731896.000000 Penalty: 5898.957031
	Iteration 14Q: 3 clusters Score -1.97319e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -19733172.000000 Penalty: 5898.957031
	Iteration 15Q: 3 clusters Score -1.973317e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -19734196.000000 Penalty: 5898.957031
	Iteration 16Q: 3 clusters Score -1.97342e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -19735074.000000 Penalty: 5898.957031
	Iteration 17Q: 3 clusters Score -1.973507e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -19735864.000000 Penalty: 5898.957031
	Iteration 18Q: 3 clusters Score -1.973586e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -19736608.000000 Penalty: 5898.957031
	Iteration 19Q: 3 clusters Score -1.973661e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -19737088.000000 Penalty: 5898.957031
	Iteration 20F: 3 clusters Score -1.973709e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -19737628.000000 Penalty: 5898.957031
	Iteration 21Q: 3 clusters Score -1.973763e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -19738066.000000 Penalty: 5898.957031
	Iteration 22Q: 3 clusters Score -1.973807e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -19738512.000000 Penalty: 5898.957031
	Iteration 23Q: 3 clusters Score -1.973851e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -19738880.000000 Penalty: 5898.957031
	Iteration 24Q: 3 clusters Score -1.973888e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -19739166.000000 Penalty: 5898.957031
	Iteration 25Q: 3 clusters Score -1.973917e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -19739360.000000 Penalty: 5898.957031
	Iteration 26Q: 3 clusters Score -1.973936e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -19739510.000000 Penalty: 5898.957031
	Iteration 27Q: 3 clusters Score -1.973951e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -19739690.000000 Penalty: 5898.957031
	Iteration 28Q: 3 clusters Score -1.973969e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -19739782.000000 Penalty: 5898.957031
	Iteration 29Q: 3 clusters Score -1.973978e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -19739830.000000 Penalty: 5898.957031
	Iteration 30Q: 3 clusters Score -1.973983e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -19739874.000000 Penalty: 5898.957031
	Iteration 31Q: 3 clusters Score -1.973987e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143077 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19739918.000000 Penalty: 5898.957031
	Iteration 32Q: 3 clusters Score -1.973992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -19739956.000000 Penalty: 5898.957031
	Iteration 33Q: 3 clusters Score -1.973996e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19740006.000000 Penalty: 5898.957031
	Iteration 34Q: 3 clusters Score -1.974001e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19740058.000000 Penalty: 5898.957031
	Iteration 35Q: 3 clusters Score -1.974006e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143748 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -19740132.000000 Penalty: 5898.957031
	Iteration 36Q: 3 clusters Score -1.974013e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143877 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19740200.000000 Penalty: 5898.957031
	Iteration 37Q: 3 clusters Score -1.97402e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -19740236.000000 Penalty: 5898.957031
	Iteration 38Q: 3 clusters Score -1.974024e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19740210.000000 Penalty: 5898.957031
	Iteration 39Q: 3 clusters Score -1.974021e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144172 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19740214.000000 Penalty: 5898.957031
	Iteration 40F: 3 clusters Score -1.974021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19740222.000000 Penalty: 5898.957031
	Iteration 41Q: 3 clusters Score -1.974022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144290 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19740230.000000 Penalty: 5898.957031
	Iteration 42Q: 3 clusters Score -1.974023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144351 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19740250.000000 Penalty: 5898.957031
	Iteration 43Q: 3 clusters Score -1.974025e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19740242.000000 Penalty: 5898.957031
	Iteration 44Q: 3 clusters Score -1.974024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19740278.000000 Penalty: 5898.957031
	Iteration 45Q: 3 clusters Score -1.974028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144486 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19740268.000000 Penalty: 5898.957031
	Iteration 46Q: 3 clusters Score -1.974027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19740310.000000 Penalty: 5898.957031
	Iteration 47Q: 3 clusters Score -1.974031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19740292.000000 Penalty: 5898.957031
	Iteration 48Q: 3 clusters Score -1.974029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19740304.000000 Penalty: 5898.957031
	Iteration 49Q: 3 clusters Score -1.97403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19740330.000000 Penalty: 5898.957031
	Iteration 50Q: 3 clusters Score -1.974033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19740328.000000 Penalty: 5898.957031
	Iteration 51Q: 3 clusters Score -1.974033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19740342.000000 Penalty: 5898.957031
	Iteration 52Q: 3 clusters Score -1.974034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -19740360.000000 Penalty: 5898.957031
	Iteration 53Q: 3 clusters Score -1.974036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144676 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19740354.000000 Penalty: 5898.957031
	Iteration 54Q: 3 clusters Score -1.974035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19740388.000000 Penalty: 5898.957031
	Iteration 55Q: 3 clusters Score -1.974039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19740376.000000 Penalty: 5898.957031
	Iteration 56Q: 3 clusters Score -1.974038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19740364.000000 Penalty: 5898.957031
	Iteration 57Q: 3 clusters Score -1.974036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19740362.000000 Penalty: 5898.957031
	Iteration 58Q: 3 clusters Score -1.974036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19740364.000000 Penalty: 5898.957031
	Iteration 59Q: 3 clusters Score -1.974036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19740370.000000 Penalty: 5898.957031
	Iteration 60F: 3 clusters Score -1.974037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19740368.000000 Penalty: 5898.957031
	Iteration 61Q: 3 clusters Score -1.974037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144786 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19740346.000000 Penalty: 5898.957031
	Iteration 62Q: 3 clusters Score -1.974035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19740354.000000 Penalty: 5898.957031
	Iteration 63Q: 3 clusters Score -1.974035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144818 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19740352.000000 Penalty: 5898.957031
	Iteration 64Q: 3 clusters Score -1.974035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19740350.000000 Penalty: 5898.957031
	Iteration 65Q: 3 clusters Score -1.974035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144857 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19740342.000000 Penalty: 5898.957031
	Iteration 66Q: 3 clusters Score -1.974034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19740360.000000 Penalty: 5898.957031
	Iteration 67Q: 3 clusters Score -1.974036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19740360.000000 Penalty: 5898.957031
	Iteration 68Q: 3 clusters Score -1.974036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19740366.000000 Penalty: 5898.957031
	Iteration 69Q: 3 clusters Score -1.974037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19740372.000000 Penalty: 5898.957031
	Iteration 70Q: 3 clusters Score -1.974037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144913 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19740386.000000 Penalty: 5898.957031
	Iteration 71Q: 3 clusters Score -1.974039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19740384.000000 Penalty: 5898.957031
	Iteration 72Q: 3 clusters Score -1.974038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19740374.000000 Penalty: 5898.957031
	Iteration 73Q: 3 clusters Score -1.974037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19740384.000000 Penalty: 5898.957031
	Iteration 74Q: 3 clusters Score -1.974038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -19740368.000000 Penalty: 5898.957031
	Iteration 75Q: 3 clusters Score -1.974037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19740362.000000 Penalty: 5898.957031
	Iteration 76Q: 3 clusters Score -1.974036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -19740362.000000 Penalty: 5898.957031
	Iteration 77Q: 3 clusters Score -1.974036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19740364.000000 Penalty: 5898.957031
	Iteration 78Q: 3 clusters Score -1.974036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19740372.000000 Penalty: 5898.957031
	Iteration 79Q: 3 clusters Score -1.974037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144970 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19740378.000000 Penalty: 5898.957031
	Iteration 80F: 3 clusters Score -1.974038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19740376.000000 Penalty: 5898.957031
	Iteration 81Q: 3 clusters Score -1.974038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144975 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19740374.000000 Penalty: 5898.957031
	Iteration 82Q: 3 clusters Score -1.974037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144976 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19740368.000000 Penalty: 5898.957031
	Iteration 83Q: 3 clusters Score -1.974037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144976 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19740368.000000 Penalty: 5898.957031
	Iteration 84F: 3 clusters Score -1.974037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Entering Unmasked Estep 
Score: -8165231.500000 Penalty: 2729.135986
	Iteration 0F: 2 clusters Score -8165232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -8124777.000000 Penalty: 5458.271973
	Iteration 0F: 3 clusters Score -8124777 nChanged 28108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8140328.000000 Penalty: 5458.271973
	Iteration 1F: 3 clusters Score -8140328 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -8140827.000000 Penalty: 5458.271973
	Iteration 2Q: 3 clusters Score -8140827 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -8141221.500000 Penalty: 5458.271973
	Iteration 3Q: 3 clusters Score -8141222 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -8141744.000000 Penalty: 5458.271973
	Iteration 4Q: 3 clusters Score -8141744 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -8142326.000000 Penalty: 5458.271973
	Iteration 5Q: 3 clusters Score -8142326 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -8143242.500000 Penalty: 5458.271973
	Iteration 6Q: 3 clusters Score -8143242 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8144771.000000 Penalty: 5458.271973
	Iteration 7F: 3 clusters Score -8144771 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -8147392.000000 Penalty: 5458.271973
	Iteration 8F: 3 clusters Score -8147392 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -8151311.500000 Penalty: 5458.271973
	Iteration 9F: 3 clusters Score -8151312 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -8155660.000000 Penalty: 5458.271973
	Iteration 10F: 3 clusters Score -8155660 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8159092.000000 Penalty: 5458.271973
	Iteration 11F: 3 clusters Score -8159092 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8161027.500000 Penalty: 5458.271973
	Iteration 12Q: 3 clusters Score -8161028 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8161893.500000 Penalty: 5458.271973
	Iteration 13Q: 3 clusters Score -8161894 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8162375.000000 Penalty: 5458.271973
	Iteration 14Q: 3 clusters Score -8162375 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8162616.000000 Penalty: 5458.271973
	Iteration 15Q: 3 clusters Score -8162616 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8162759.500000 Penalty: 5458.271973
	Iteration 16Q: 3 clusters Score -8162760 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8162849.000000 Penalty: 5458.271973
	Iteration 17Q: 3 clusters Score -8162849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8162940.500000 Penalty: 5458.271973
	Iteration 18Q: 3 clusters Score -8162940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8162992.500000 Penalty: 5458.271973
	Iteration 19Q: 3 clusters Score -8162992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8163059.500000 Penalty: 5458.271973
	Iteration 20F: 3 clusters Score -8163060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8163072.500000 Penalty: 5458.271973
	Iteration 21Q: 3 clusters Score -8163072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8163100.500000 Penalty: 5458.271973
	Iteration 22Q: 3 clusters Score -8163100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8163109.500000 Penalty: 5458.271973
	Iteration 23Q: 3 clusters Score -8163110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8163131.000000 Penalty: 5458.271973
	Iteration 24Q: 3 clusters Score -8163131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8163151.000000 Penalty: 5458.271973
	Iteration 25Q: 3 clusters Score -8163151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8163165.000000 Penalty: 5458.271973
	Iteration 26Q: 3 clusters Score -8163165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8163152.500000 Penalty: 5458.271973
	Iteration 27Q: 3 clusters Score -8163152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8163162.500000 Penalty: 5458.271973
	Iteration 28Q: 3 clusters Score -8163162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8163161.500000 Penalty: 5458.271973
	Iteration 29Q: 3 clusters Score -8163162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8163168.000000 Penalty: 5458.271973
	Iteration 30Q: 3 clusters Score -8163168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8163179.000000 Penalty: 5458.271973
	Iteration 31Q: 3 clusters Score -8163179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8163191.000000 Penalty: 5458.271973
	Iteration 32Q: 3 clusters Score -8163191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8163202.000000 Penalty: 5458.271973
	Iteration 33Q: 3 clusters Score -8163202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8163202.000000 Penalty: 5458.271973
	Iteration 34Q: 3 clusters Score -8163202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8163207.000000 Penalty: 5458.271973
	Iteration 35Q: 3 clusters Score -8163207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8163216.000000 Penalty: 5458.271973
	Iteration 36Q: 3 clusters Score -8163216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8163204.000000 Penalty: 5458.271973
	Iteration 37Q: 3 clusters Score -8163204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8163216.500000 Penalty: 5458.271973
	Iteration 38Q: 3 clusters Score -8163216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8163223.000000 Penalty: 5458.271973
	Iteration 39Q: 3 clusters Score -8163223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8163226.000000 Penalty: 5458.271973
	Iteration 40F: 3 clusters Score -8163226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8163231.000000 Penalty: 5458.271973
	Iteration 41Q: 3 clusters Score -8163231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8163229.500000 Penalty: 5458.271973
	Iteration 42Q: 3 clusters Score -8163230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8163237.500000 Penalty: 5458.271973
	Iteration 43Q: 3 clusters Score -8163238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8163238.000000 Penalty: 5458.271973
	Iteration 44Q: 3 clusters Score -8163238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8163236.000000 Penalty: 5458.271973
	Iteration 45Q: 3 clusters Score -8163236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8163242.500000 Penalty: 5458.271973
	Iteration 46Q: 3 clusters Score -8163242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8163242.500000 Penalty: 5458.271973
	Iteration 47F: 3 clusters Score -8163242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Entering Unmasked Estep 
Score: -8319015.000000 Penalty: 2743.703369
	Iteration 0F: 2 clusters Score -8319015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -8276194.500000 Penalty: 5487.406738
	Iteration 0F: 3 clusters Score -8276194 nChanged 29643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8292683.000000 Penalty: 5487.406738
	Iteration 1F: 3 clusters Score -8292683 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -8293287.500000 Penalty: 5487.406738
	Iteration 2Q: 3 clusters Score -8293288 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8294030.000000 Penalty: 5487.406738
	Iteration 3Q: 3 clusters Score -8294030 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8295044.500000 Penalty: 5487.406738
	Iteration 4Q: 3 clusters Score -8295044 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8296830.500000 Penalty: 5487.406738
	Iteration 5F: 3 clusters Score -8296830 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8299980.000000 Penalty: 5487.406738
	Iteration 6F: 3 clusters Score -8299980 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -8304643.000000 Penalty: 5487.406738
	Iteration 7F: 3 clusters Score -8304643 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -8310028.500000 Penalty: 5487.406738
	Iteration 8F: 3 clusters Score -8310028 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -8314017.500000 Penalty: 5487.406738
	Iteration 9F: 3 clusters Score -8314018 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -8315881.500000 Penalty: 5487.406738
	Iteration 10Q: 3 clusters Score -8315882 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -8316510.000000 Penalty: 5487.406738
	Iteration 11Q: 3 clusters Score -8316510 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -8316707.500000 Penalty: 5487.406738
	Iteration 12Q: 3 clusters Score -8316708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -8316809.500000 Penalty: 5487.406738
	Iteration 13Q: 3 clusters Score -8316810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8316872.500000 Penalty: 5487.406738
	Iteration 14Q: 3 clusters Score -8316872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -8316915.000000 Penalty: 5487.406738
	Iteration 15Q: 3 clusters Score -8316915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8316935.000000 Penalty: 5487.406738
	Iteration 16Q: 3 clusters Score -8316935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -8316941.500000 Penalty: 5487.406738
	Iteration 17Q: 3 clusters Score -8316942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -8316941.000000 Penalty: 5487.406738
	Iteration 18Q: 3 clusters Score -8316941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -8316954.500000 Penalty: 5487.406738
	Iteration 19Q: 3 clusters Score -8316954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -8316958.500000 Penalty: 5487.406738
	Iteration 20F: 3 clusters Score -8316958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8316963.500000 Penalty: 5487.406738
	Iteration 21Q: 3 clusters Score -8316964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8316966.000000 Penalty: 5487.406738
	Iteration 22Q: 3 clusters Score -8316966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8316963.000000 Penalty: 5487.406738
	Iteration 23Q: 3 clusters Score -8316963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8316963.000000 Penalty: 5487.406738
	Iteration 24F: 3 clusters Score -8316963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155557.484375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153431.281250 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153431.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153992.687500 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153992.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -154509.312500 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -154509.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155459.140625 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -155459.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155825.546875 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -155825.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155976.296875 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -155976.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -156125.890625 Penalty: 3540.877930
	Iteration 6Q: 3 clusters Score -156125.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -156203.890625 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -156203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -156230.031250 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -156230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156246.937500 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -156246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -156261.578125 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -156261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156280.609375 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -156280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156296.578125 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -156296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156310.953125 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -156311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156316.875000 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -156316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156325.656250 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -156325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156334.015625 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -156334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156342.500000 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -156342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156348.625000 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -156348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -156350.156250 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -156350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156352.765625 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -156352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156353.234375 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -156353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156353.234375 Penalty: 3540.877930
	Iteration 22F: 3 clusters Score -156353.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184206 members 
Mstep: Class 5 contains 146248 members 
Mstep: Class 6 contains 60149 members 
Mstep: Class 7 contains 63788 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 142220 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116083 members 
Mstep: Class 14 contains 731 members 
Mstep: Class 15 contains 173957 members 
Mstep: Class 16 contains 89781 members 
Mstep: Class 17 contains 79220 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 150241 members 
Mstep: Class 21 contains 117284 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
Score: -180358320.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180358784.000000 to -180358320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (142220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142220 members 
Entering Unmasked Estep 
Score: -19086238.000000 Penalty: 2942.552246
	Iteration 0F: 2 clusters Score -1.908624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -18991976.000000 Penalty: 5885.104492
	Iteration 0F: 3 clusters Score -1.899198e+07 nChanged 67971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -19031888.000000 Penalty: 5885.104492
	Iteration 1F: 3 clusters Score -1.903189e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -19033644.000000 Penalty: 5885.104492
	Iteration 2Q: 3 clusters Score -1.903364e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -19036526.000000 Penalty: 5885.104492
	Iteration 3Q: 3 clusters Score -1.903653e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -19041196.000000 Penalty: 5885.104492
	Iteration 4F: 3 clusters Score -1.90412e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -19048266.000000 Penalty: 5885.104492
	Iteration 5F: 3 clusters Score -1.904827e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -19058526.000000 Penalty: 5885.104492
	Iteration 6F: 3 clusters Score -1.905853e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -19068992.000000 Penalty: 5885.104492
	Iteration 7F: 3 clusters Score -1.906899e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -19074502.000000 Penalty: 5885.104492
	Iteration 8F: 3 clusters Score -1.90745e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -19076168.000000 Penalty: 5885.104492
	Iteration 9Q: 3 clusters Score -1.907617e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -19077040.000000 Penalty: 5885.104492
	Iteration 10Q: 3 clusters Score -1.907704e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -19077738.000000 Penalty: 5885.104492
	Iteration 11Q: 3 clusters Score -1.907774e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -19078302.000000 Penalty: 5885.104492
	Iteration 12Q: 3 clusters Score -1.90783e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -19078890.000000 Penalty: 5885.104492
	Iteration 13Q: 3 clusters Score -1.907889e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -19079274.000000 Penalty: 5885.104492
	Iteration 14Q: 3 clusters Score -1.907927e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -19079644.000000 Penalty: 5885.104492
	Iteration 15Q: 3 clusters Score -1.907964e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -19079996.000000 Penalty: 5885.104492
	Iteration 16Q: 3 clusters Score -1.908e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -19080420.000000 Penalty: 5885.104492
	Iteration 17Q: 3 clusters Score -1.908042e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -19080750.000000 Penalty: 5885.104492
	Iteration 18Q: 3 clusters Score -1.908075e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -19081058.000000 Penalty: 5885.104492
	Iteration 19Q: 3 clusters Score -1.908106e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -19081400.000000 Penalty: 5885.104492
	Iteration 20F: 3 clusters Score -1.90814e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 120915 members 
Entering Unmasked Estep 
Score: -19081538.000000 Penalty: 5885.104492
	Iteration 21Q: 3 clusters Score -1.908154e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -19081858.000000 Penalty: 5885.104492
	Iteration 22Q: 3 clusters Score -1.908186e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -19082148.000000 Penalty: 5885.104492
	Iteration 23Q: 3 clusters Score -1.908215e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -19082334.000000 Penalty: 5885.104492
	Iteration 24Q: 3 clusters Score -1.908233e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -19082468.000000 Penalty: 5885.104492
	Iteration 25Q: 3 clusters Score -1.908247e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -19082680.000000 Penalty: 5885.104492
	Iteration 26Q: 3 clusters Score -1.908268e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -19082864.000000 Penalty: 5885.104492
	Iteration 27Q: 3 clusters Score -1.908286e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -19083004.000000 Penalty: 5885.104492
	Iteration 28Q: 3 clusters Score -1.9083e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -19083172.000000 Penalty: 5885.104492
	Iteration 29Q: 3 clusters Score -1.908317e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 127379 members 
Entering Unmasked Estep 
Score: -19083334.000000 Penalty: 5885.104492
	Iteration 30Q: 3 clusters Score -1.908333e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 127929 members 
Entering Unmasked Estep 
Score: -19083438.000000 Penalty: 5885.104492
	Iteration 31Q: 3 clusters Score -1.908344e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -19083572.000000 Penalty: 5885.104492
	Iteration 32Q: 3 clusters Score -1.908357e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -19083704.000000 Penalty: 5885.104492
	Iteration 33Q: 3 clusters Score -1.90837e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -19083866.000000 Penalty: 5885.104492
	Iteration 34Q: 3 clusters Score -1.908387e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -19083890.000000 Penalty: 5885.104492
	Iteration 35Q: 3 clusters Score -1.908389e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 130374 members 
Entering Unmasked Estep 
Score: -19083978.000000 Penalty: 5885.104492
	Iteration 36Q: 3 clusters Score -1.908398e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -19084052.000000 Penalty: 5885.104492
	Iteration 37Q: 3 clusters Score -1.908405e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -19084234.000000 Penalty: 5885.104492
	Iteration 38Q: 3 clusters Score -1.908423e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -19084274.000000 Penalty: 5885.104492
	Iteration 39Q: 3 clusters Score -1.908427e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -19084308.000000 Penalty: 5885.104492
	Iteration 40F: 3 clusters Score -1.908431e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -19084378.000000 Penalty: 5885.104492
	Iteration 41Q: 3 clusters Score -1.908438e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -19084466.000000 Penalty: 5885.104492
	Iteration 42Q: 3 clusters Score -1.908447e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 132965 members 
Entering Unmasked Estep 
Score: -19084566.000000 Penalty: 5885.104492
	Iteration 43Q: 3 clusters Score -1.908457e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -19084570.000000 Penalty: 5885.104492
	Iteration 44Q: 3 clusters Score -1.908457e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 133550 members 
Entering Unmasked Estep 
Score: -19084640.000000 Penalty: 5885.104492
	Iteration 45Q: 3 clusters Score -1.908464e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -19084700.000000 Penalty: 5885.104492
	Iteration 46Q: 3 clusters Score -1.90847e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 134017 members 
Entering Unmasked Estep 
Score: -19084718.000000 Penalty: 5885.104492
	Iteration 47Q: 3 clusters Score -1.908472e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -19084796.000000 Penalty: 5885.104492
	Iteration 48Q: 3 clusters Score -1.90848e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -19084822.000000 Penalty: 5885.104492
	Iteration 49Q: 3 clusters Score -1.908482e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -19084888.000000 Penalty: 5885.104492
	Iteration 50Q: 3 clusters Score -1.908489e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -19084900.000000 Penalty: 5885.104492
	Iteration 51Q: 3 clusters Score -1.90849e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
Score: -19084908.000000 Penalty: 5885.104492
	Iteration 52Q: 3 clusters Score -1.908491e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -19084930.000000 Penalty: 5885.104492
	Iteration 53Q: 3 clusters Score -1.908493e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -19084946.000000 Penalty: 5885.104492
	Iteration 54Q: 3 clusters Score -1.908495e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -19084912.000000 Penalty: 5885.104492
	Iteration 55Q: 3 clusters Score -1.908491e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -19084930.000000 Penalty: 5885.104492
	Iteration 56Q: 3 clusters Score -1.908493e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 135644 members 
Entering Unmasked Estep 
Score: -19084916.000000 Penalty: 5885.104492
	Iteration 57Q: 3 clusters Score -1.908492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -19085004.000000 Penalty: 5885.104492
	Iteration 58Q: 3 clusters Score -1.9085e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -19085030.000000 Penalty: 5885.104492
	Iteration 59Q: 3 clusters Score -1.908503e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 135930 members 
Entering Unmasked Estep 
Score: -19084998.000000 Penalty: 5885.104492
	Iteration 60F: 3 clusters Score -1.9085e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -19085018.000000 Penalty: 5885.104492
	Iteration 61Q: 3 clusters Score -1.908502e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 136096 members 
Entering Unmasked Estep 
Score: -19084990.000000 Penalty: 5885.104492
	Iteration 62Q: 3 clusters Score -1.908499e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -19085008.000000 Penalty: 5885.104492
	Iteration 63Q: 3 clusters Score -1.908501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -19085026.000000 Penalty: 5885.104492
	Iteration 64Q: 3 clusters Score -1.908503e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -19085012.000000 Penalty: 5885.104492
	Iteration 65Q: 3 clusters Score -1.908501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -19084978.000000 Penalty: 5885.104492
	Iteration 66Q: 3 clusters Score -1.908498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -19084972.000000 Penalty: 5885.104492
	Iteration 67Q: 3 clusters Score -1.908497e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -19084990.000000 Penalty: 5885.104492
	Iteration 68Q: 3 clusters Score -1.908499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -19084996.000000 Penalty: 5885.104492
	Iteration 69Q: 3 clusters Score -1.9085e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 136475 members 
Entering Unmasked Estep 
Score: -19085012.000000 Penalty: 5885.104492
	Iteration 70Q: 3 clusters Score -1.908501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -19085024.000000 Penalty: 5885.104492
	Iteration 71Q: 3 clusters Score -1.908502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -19085026.000000 Penalty: 5885.104492
	Iteration 72Q: 3 clusters Score -1.908503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 73Q: 3 clusters Score -1.908504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 136583 members 
Entering Unmasked Estep 
Score: -19085040.000000 Penalty: 5885.104492
	Iteration 74Q: 3 clusters Score -1.908504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 136614 members 
Entering Unmasked Estep 
Score: -19085054.000000 Penalty: 5885.104492
	Iteration 75Q: 3 clusters Score -1.908505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 136636 members 
Entering Unmasked Estep 
Score: -19085052.000000 Penalty: 5885.104492
	Iteration 76Q: 3 clusters Score -1.908505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 77Q: 3 clusters Score -1.908504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 136682 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 78Q: 3 clusters Score -1.908504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 79Q: 3 clusters Score -1.908504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -19085048.000000 Penalty: 5885.104492
	Iteration 80F: 3 clusters Score -1.908505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -19085050.000000 Penalty: 5885.104492
	Iteration 81Q: 3 clusters Score -1.908505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -19085058.000000 Penalty: 5885.104492
	Iteration 82Q: 3 clusters Score -1.908506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -19085066.000000 Penalty: 5885.104492
	Iteration 83Q: 3 clusters Score -1.908507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 136843 members 
Entering Unmasked Estep 
Score: -19085090.000000 Penalty: 5885.104492
	Iteration 84Q: 3 clusters Score -1.908509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 136873 members 
Entering Unmasked Estep 
Score: -19085088.000000 Penalty: 5885.104492
	Iteration 85Q: 3 clusters Score -1.908509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 136897 members 
Entering Unmasked Estep 
Score: -19085076.000000 Penalty: 5885.104492
	Iteration 86Q: 3 clusters Score -1.908508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -19085084.000000 Penalty: 5885.104492
	Iteration 87Q: 3 clusters Score -1.908508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -19085086.000000 Penalty: 5885.104492
	Iteration 88Q: 3 clusters Score -1.908509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -19085104.000000 Penalty: 5885.104492
	Iteration 89Q: 3 clusters Score -1.90851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -19085102.000000 Penalty: 5885.104492
	Iteration 90Q: 3 clusters Score -1.90851e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -19085096.000000 Penalty: 5885.104492
	Iteration 91Q: 3 clusters Score -1.90851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -19085096.000000 Penalty: 5885.104492
	Iteration 92Q: 3 clusters Score -1.90851e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -19085072.000000 Penalty: 5885.104492
	Iteration 93Q: 3 clusters Score -1.908507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -19085084.000000 Penalty: 5885.104492
	Iteration 94Q: 3 clusters Score -1.908508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 137183 members 
Entering Unmasked Estep 
Score: -19085084.000000 Penalty: 5885.104492
	Iteration 95Q: 3 clusters Score -1.908508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 137212 members 
Entering Unmasked Estep 
Score: -19085100.000000 Penalty: 5885.104492
	Iteration 96Q: 3 clusters Score -1.90851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -19085074.000000 Penalty: 5885.104492
	Iteration 97Q: 3 clusters Score -1.908507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 137263 members 
Entering Unmasked Estep 
Score: -19085090.000000 Penalty: 5885.104492
	Iteration 98Q: 3 clusters Score -1.908509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 137287 members 
Entering Unmasked Estep 
Score: -19085082.000000 Penalty: 5885.104492
	Iteration 99Q: 3 clusters Score -1.908508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 137315 members 
Entering Unmasked Estep 
Score: -19085066.000000 Penalty: 5885.104492
	Iteration 100F: 3 clusters Score -1.908507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -19085052.000000 Penalty: 5885.104492
	Iteration 101Q: 3 clusters Score -1.908505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -19085052.000000 Penalty: 5885.104492
	Iteration 102Q: 3 clusters Score -1.908505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 137402 members 
Entering Unmasked Estep 
Score: -19085072.000000 Penalty: 5885.104492
	Iteration 103Q: 3 clusters Score -1.908507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -19085058.000000 Penalty: 5885.104492
	Iteration 104Q: 3 clusters Score -1.908506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -19085038.000000 Penalty: 5885.104492
	Iteration 105Q: 3 clusters Score -1.908504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 137488 members 
Entering Unmasked Estep 
Score: -19085046.000000 Penalty: 5885.104492
	Iteration 106Q: 3 clusters Score -1.908505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -19085060.000000 Penalty: 5885.104492
	Iteration 107Q: 3 clusters Score -1.908506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -19085074.000000 Penalty: 5885.104492
	Iteration 108Q: 3 clusters Score -1.908507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -19085054.000000 Penalty: 5885.104492
	Iteration 109Q: 3 clusters Score -1.908505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -19085056.000000 Penalty: 5885.104492
	Iteration 110Q: 3 clusters Score -1.908506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 137578 members 
Entering Unmasked Estep 
Score: -19085086.000000 Penalty: 5885.104492
	Iteration 111Q: 3 clusters Score -1.908509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -19085086.000000 Penalty: 5885.104492
	Iteration 112Q: 3 clusters Score -1.908509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -19085100.000000 Penalty: 5885.104492
	Iteration 113Q: 3 clusters Score -1.90851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 137631 members 
Entering Unmasked Estep 
Score: -19085094.000000 Penalty: 5885.104492
	Iteration 114Q: 3 clusters Score -1.908509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 137641 members 
Entering Unmasked Estep 
Score: -19085072.000000 Penalty: 5885.104492
	Iteration 115Q: 3 clusters Score -1.908507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -19085082.000000 Penalty: 5885.104492
	Iteration 116Q: 3 clusters Score -1.908508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 137668 members 
Entering Unmasked Estep 
Score: -19085092.000000 Penalty: 5885.104492
	Iteration 117Q: 3 clusters Score -1.908509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -19085078.000000 Penalty: 5885.104492
	Iteration 118Q: 3 clusters Score -1.908508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 137703 members 
Entering Unmasked Estep 
Score: -19085084.000000 Penalty: 5885.104492
	Iteration 119Q: 3 clusters Score -1.908508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -19085090.000000 Penalty: 5885.104492
	Iteration 120F: 3 clusters Score -1.908509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 137732 members 
Entering Unmasked Estep 
Score: -19085076.000000 Penalty: 5885.104492
	Iteration 121Q: 3 clusters Score -1.908508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -19085072.000000 Penalty: 5885.104492
	Iteration 122Q: 3 clusters Score -1.908507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -19085074.000000 Penalty: 5885.104492
	Iteration 123Q: 3 clusters Score -1.908507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -19085074.000000 Penalty: 5885.104492
	Iteration 124Q: 3 clusters Score -1.908507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -19085080.000000 Penalty: 5885.104492
	Iteration 125Q: 3 clusters Score -1.908508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 137811 members 
Entering Unmasked Estep 
Score: -19085082.000000 Penalty: 5885.104492
	Iteration 126Q: 3 clusters Score -1.908508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 137832 members 
Entering Unmasked Estep 
Score: -19085080.000000 Penalty: 5885.104492
	Iteration 127Q: 3 clusters Score -1.908508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 137845 members 
Entering Unmasked Estep 
Score: -19085058.000000 Penalty: 5885.104492
	Iteration 128Q: 3 clusters Score -1.908506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 137856 members 
Entering Unmasked Estep 
Score: -19085034.000000 Penalty: 5885.104492
	Iteration 129Q: 3 clusters Score -1.908503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -19085046.000000 Penalty: 5885.104492
	Iteration 130Q: 3 clusters Score -1.908505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -19085042.000000 Penalty: 5885.104492
	Iteration 131Q: 3 clusters Score -1.908504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -19085034.000000 Penalty: 5885.104492
	Iteration 132Q: 3 clusters Score -1.908503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -19085038.000000 Penalty: 5885.104492
	Iteration 133Q: 3 clusters Score -1.908504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -19085040.000000 Penalty: 5885.104492
	Iteration 134Q: 3 clusters Score -1.908504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 137927 members 
Entering Unmasked Estep 
Score: -19085034.000000 Penalty: 5885.104492
	Iteration 135Q: 3 clusters Score -1.908503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -19085042.000000 Penalty: 5885.104492
	Iteration 136Q: 3 clusters Score -1.908504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -19085048.000000 Penalty: 5885.104492
	Iteration 137Q: 3 clusters Score -1.908505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 137952 members 
Entering Unmasked Estep 
Score: -19085056.000000 Penalty: 5885.104492
	Iteration 138Q: 3 clusters Score -1.908506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 139Q: 3 clusters Score -1.908504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -19085030.000000 Penalty: 5885.104492
	Iteration 140F: 3 clusters Score -1.908503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -19085024.000000 Penalty: 5885.104492
	Iteration 141Q: 3 clusters Score -1.908502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 137984 members 
Entering Unmasked Estep 
Score: -19085038.000000 Penalty: 5885.104492
	Iteration 142Q: 3 clusters Score -1.908504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -19085022.000000 Penalty: 5885.104492
	Iteration 143Q: 3 clusters Score -1.908502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 137989 members 
Entering Unmasked Estep 
Score: -19085024.000000 Penalty: 5885.104492
	Iteration 144Q: 3 clusters Score -1.908502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 137991 members 
Entering Unmasked Estep 
Score: -19085034.000000 Penalty: 5885.104492
	Iteration 145Q: 3 clusters Score -1.908503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 137994 members 
Entering Unmasked Estep 
Score: -19085026.000000 Penalty: 5885.104492
	Iteration 146Q: 3 clusters Score -1.908503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 147Q: 3 clusters Score -1.908504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -19085022.000000 Penalty: 5885.104492
	Iteration 148Q: 3 clusters Score -1.908502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -19085036.000000 Penalty: 5885.104492
	Iteration 149Q: 3 clusters Score -1.908504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 138004 members 
Entering Unmasked Estep 
Score: -19085026.000000 Penalty: 5885.104492
	Iteration 150Q: 3 clusters Score -1.908503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19085016.000000 Penalty: 5885.104492
	Iteration 151Q: 3 clusters Score -1.908502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 138005 members 
Entering Unmasked Estep 
Score: -19085016.000000 Penalty: 5885.104492
	Iteration 152F: 3 clusters Score -1.908502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Entering Unmasked Estep 
Score: -1388423.125000 Penalty: 2281.019775
	Iteration 0F: 2 clusters Score -1388423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1380805.875000 Penalty: 4562.039551
	Iteration 0F: 3 clusters Score -1380806 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1382983.750000 Penalty: 4562.039551
	Iteration 1F: 3 clusters Score -1382984 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1383269.875000 Penalty: 4562.039551
	Iteration 2F: 3 clusters Score -1383270 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1383454.000000 Penalty: 4562.039551
	Iteration 3Q: 3 clusters Score -1383454 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1383601.000000 Penalty: 4562.039551
	Iteration 4Q: 3 clusters Score -1383601 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1383714.750000 Penalty: 4562.039551
	Iteration 5Q: 3 clusters Score -1383715 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1383831.375000 Penalty: 4562.039551
	Iteration 6Q: 3 clusters Score -1383831 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1383968.375000 Penalty: 4562.039551
	Iteration 7Q: 3 clusters Score -1383968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1384121.250000 Penalty: 4562.039551
	Iteration 8Q: 3 clusters Score -1384121 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1384305.750000 Penalty: 4562.039551
	Iteration 9Q: 3 clusters Score -1384306 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1384511.500000 Penalty: 4562.039551
	Iteration 10Q: 3 clusters Score -1384512 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1384748.125000 Penalty: 4562.039551
	Iteration 11Q: 3 clusters Score -1384748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1384998.875000 Penalty: 4562.039551
	Iteration 12Q: 3 clusters Score -1384999 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1385297.125000 Penalty: 4562.039551
	Iteration 13Q: 3 clusters Score -1385297 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1385598.375000 Penalty: 4562.039551
	Iteration 14Q: 3 clusters Score -1385598 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1385825.500000 Penalty: 4562.039551
	Iteration 15Q: 3 clusters Score -1385826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1385979.875000 Penalty: 4562.039551
	Iteration 16Q: 3 clusters Score -1385980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1386088.500000 Penalty: 4562.039551
	Iteration 17Q: 3 clusters Score -1386088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1386169.500000 Penalty: 4562.039551
	Iteration 18Q: 3 clusters Score -1386170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1386223.625000 Penalty: 4562.039551
	Iteration 19Q: 3 clusters Score -1386224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1386256.125000 Penalty: 4562.039551
	Iteration 20F: 3 clusters Score -1386256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1386298.375000 Penalty: 4562.039551
	Iteration 21Q: 3 clusters Score -1386298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1386332.875000 Penalty: 4562.039551
	Iteration 22Q: 3 clusters Score -1386333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1386357.125000 Penalty: 4562.039551
	Iteration 23Q: 3 clusters Score -1386357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1386373.000000 Penalty: 4562.039551
	Iteration 24Q: 3 clusters Score -1386373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1386384.500000 Penalty: 4562.039551
	Iteration 25Q: 3 clusters Score -1386384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1386396.625000 Penalty: 4562.039551
	Iteration 26Q: 3 clusters Score -1386397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1386408.000000 Penalty: 4562.039551
	Iteration 27Q: 3 clusters Score -1386408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1386426.375000 Penalty: 4562.039551
	Iteration 28Q: 3 clusters Score -1386426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1386434.750000 Penalty: 4562.039551
	Iteration 29Q: 3 clusters Score -1386435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1386442.750000 Penalty: 4562.039551
	Iteration 30Q: 3 clusters Score -1386443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1386446.375000 Penalty: 4562.039551
	Iteration 31Q: 3 clusters Score -1386446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1386447.625000 Penalty: 4562.039551
	Iteration 32Q: 3 clusters Score -1386448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1386452.125000 Penalty: 4562.039551
	Iteration 33Q: 3 clusters Score -1386452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1386452.125000 Penalty: 4562.039551
	Iteration 34F: 3 clusters Score -1386452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -781506.687500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -781506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -776269.625000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -776269.6 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -777544.875000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -777544.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -777773.875000 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -777773.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -777922.500000 Penalty: 4324.051758
	Iteration 3Q: 3 clusters Score -777922.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -778050.625000 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -778050.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -778207.812500 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -778207.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -778420.375000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -778420.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -778690.687500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -778690.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -778960.437500 Penalty: 4324.051758
	Iteration 8F: 3 clusters Score -778960.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -779247.937500 Penalty: 4324.051758
	Iteration 9F: 3 clusters Score -779247.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -779482.875000 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -779482.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -779701.437500 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -779701.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -779851.750000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -779851.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -779957.125000 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -779957.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -780047.562500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -780047.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -780098.937500 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -780098.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -780137.375000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -780137.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -780169.562500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -780169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -780185.500000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -780185.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -780195.062500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -780195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -780204.187500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -780204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -780205.937500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -780205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -780210.062500 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -780210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -780214.875000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -780214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -780220.000000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -780220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -780227.312500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -780227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -780231.125000 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -780231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -780235.500000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -780235.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -780242.437500 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -780242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -780249.250000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -780249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -780254.562500 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -780254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -780256.875000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -780256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -780256.875000 Penalty: 4324.051758
	Iteration 32F: 3 clusters Score -780256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -344300.093750 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -344300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -341335.531250 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -341335.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341876.906250 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -341876.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342003.218750 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -342003.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342077.250000 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -342077.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342134.437500 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -342134.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342186.218750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -342186.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -342221.937500 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -342221.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342243.281250 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -342243.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342257.062500 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -342257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342268.562500 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -342268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342276.187500 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -342276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -342287.312500 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -342287.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342294.031250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -342294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -342299.718750 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -342299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -342307.437500 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -342307.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -342315.500000 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -342315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -342322.125000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -342322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -342326.437500 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -342326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -342328.968750 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -342329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342331.062500 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -342331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342332.625000 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -342332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342334.531250 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -342334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342337.562500 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -342337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342339.937500 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -342339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342341.312500 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -342341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -342343.187500 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -342343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -342344.937500 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -342344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -342346.500000 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -342346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342347.937500 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -342347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342347.937500 Penalty: 3897.310547
	Iteration 29F: 3 clusters Score -342347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Entering Unmasked Estep 
Score: -15684034.000000 Penalty: 2892.191162
	Iteration 0F: 2 clusters Score -1.568403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -15606646.000000 Penalty: 5784.382324
	Iteration 0F: 3 clusters Score -1.560665e+07 nChanged 55012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -15637725.000000 Penalty: 5784.382324
	Iteration 1F: 3 clusters Score -1.563772e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -15638510.000000 Penalty: 5784.382324
	Iteration 2Q: 3 clusters Score -1.563851e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -15639451.000000 Penalty: 5784.382324
	Iteration 3Q: 3 clusters Score -1.563945e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -15640664.000000 Penalty: 5784.382324
	Iteration 4Q: 3 clusters Score -1.564066e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -15642352.000000 Penalty: 5784.382324
	Iteration 5Q: 3 clusters Score -1.564235e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -15644961.000000 Penalty: 5784.382324
	Iteration 6Q: 3 clusters Score -1.564496e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -15648669.000000 Penalty: 5784.382324
	Iteration 7F: 3 clusters Score -1.564867e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -15654046.000000 Penalty: 5784.382324
	Iteration 8F: 3 clusters Score -1.565405e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -15660821.000000 Penalty: 5784.382324
	Iteration 9F: 3 clusters Score -1.566082e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -15667185.000000 Penalty: 5784.382324
	Iteration 10F: 3 clusters Score -1.566718e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -15671559.000000 Penalty: 5784.382324
	Iteration 11Q: 3 clusters Score -1.567156e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -15673812.000000 Penalty: 5784.382324
	Iteration 12Q: 3 clusters Score -1.567381e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -15674963.000000 Penalty: 5784.382324
	Iteration 13Q: 3 clusters Score -1.567496e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -15675839.000000 Penalty: 5784.382324
	Iteration 14Q: 3 clusters Score -1.567584e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -15676578.000000 Penalty: 5784.382324
	Iteration 15Q: 3 clusters Score -1.567658e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -15677144.000000 Penalty: 5784.382324
	Iteration 16Q: 3 clusters Score -1.567714e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -15677734.000000 Penalty: 5784.382324
	Iteration 17Q: 3 clusters Score -1.567773e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -15678249.000000 Penalty: 5784.382324
	Iteration 18Q: 3 clusters Score -1.567825e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -15678739.000000 Penalty: 5784.382324
	Iteration 19Q: 3 clusters Score -1.567874e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -15679098.000000 Penalty: 5784.382324
	Iteration 20F: 3 clusters Score -1.56791e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -15679439.000000 Penalty: 5784.382324
	Iteration 21Q: 3 clusters Score -1.567944e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 110385 members 
Entering Unmasked Estep 
Score: -15679733.000000 Penalty: 5784.382324
	Iteration 22Q: 3 clusters Score -1.567973e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -15679922.000000 Penalty: 5784.382324
	Iteration 23Q: 3 clusters Score -1.567992e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -15680121.000000 Penalty: 5784.382324
	Iteration 24Q: 3 clusters Score -1.568012e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -15680318.000000 Penalty: 5784.382324
	Iteration 25Q: 3 clusters Score -1.568032e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -15680586.000000 Penalty: 5784.382324
	Iteration 26Q: 3 clusters Score -1.568059e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -15680734.000000 Penalty: 5784.382324
	Iteration 27Q: 3 clusters Score -1.568073e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -15680918.000000 Penalty: 5784.382324
	Iteration 28Q: 3 clusters Score -1.568092e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -15681079.000000 Penalty: 5784.382324
	Iteration 29Q: 3 clusters Score -1.568108e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -15681134.000000 Penalty: 5784.382324
	Iteration 30Q: 3 clusters Score -1.568113e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -15681246.000000 Penalty: 5784.382324
	Iteration 31Q: 3 clusters Score -1.568125e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -15681303.000000 Penalty: 5784.382324
	Iteration 32Q: 3 clusters Score -1.56813e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -15681399.000000 Penalty: 5784.382324
	Iteration 33Q: 3 clusters Score -1.56814e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -15681441.000000 Penalty: 5784.382324
	Iteration 34Q: 3 clusters Score -1.568144e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -15681448.000000 Penalty: 5784.382324
	Iteration 35Q: 3 clusters Score -1.568145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -15681487.000000 Penalty: 5784.382324
	Iteration 36Q: 3 clusters Score -1.568149e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -15681530.000000 Penalty: 5784.382324
	Iteration 37Q: 3 clusters Score -1.568153e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -15681550.000000 Penalty: 5784.382324
	Iteration 38Q: 3 clusters Score -1.568155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 114765 members 
Entering Unmasked Estep 
Score: -15681549.000000 Penalty: 5784.382324
	Iteration 39Q: 3 clusters Score -1.568155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 114796 members 
Entering Unmasked Estep 
Score: -15681572.000000 Penalty: 5784.382324
	Iteration 40F: 3 clusters Score -1.568157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -15681578.000000 Penalty: 5784.382324
	Iteration 41Q: 3 clusters Score -1.568158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -15681597.000000 Penalty: 5784.382324
	Iteration 42Q: 3 clusters Score -1.56816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -15681616.000000 Penalty: 5784.382324
	Iteration 43Q: 3 clusters Score -1.568162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -15681614.000000 Penalty: 5784.382324
	Iteration 44Q: 3 clusters Score -1.568161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -15681627.000000 Penalty: 5784.382324
	Iteration 45Q: 3 clusters Score -1.568163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -15681638.000000 Penalty: 5784.382324
	Iteration 46Q: 3 clusters Score -1.568164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -15681669.000000 Penalty: 5784.382324
	Iteration 47Q: 3 clusters Score -1.568167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -15681665.000000 Penalty: 5784.382324
	Iteration 48Q: 3 clusters Score -1.568166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -15681678.000000 Penalty: 5784.382324
	Iteration 49Q: 3 clusters Score -1.568168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -15681682.000000 Penalty: 5784.382324
	Iteration 50Q: 3 clusters Score -1.568168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -15681689.000000 Penalty: 5784.382324
	Iteration 51Q: 3 clusters Score -1.568169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -15681686.000000 Penalty: 5784.382324
	Iteration 52Q: 3 clusters Score -1.568169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -15681686.000000 Penalty: 5784.382324
	Iteration 53Q: 3 clusters Score -1.568169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -15681700.000000 Penalty: 5784.382324
	Iteration 54Q: 3 clusters Score -1.56817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -15681701.000000 Penalty: 5784.382324
	Iteration 55Q: 3 clusters Score -1.56817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -15681707.000000 Penalty: 5784.382324
	Iteration 56Q: 3 clusters Score -1.568171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -15681704.000000 Penalty: 5784.382324
	Iteration 57Q: 3 clusters Score -1.56817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -15681716.000000 Penalty: 5784.382324
	Iteration 58Q: 3 clusters Score -1.568172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -15681697.000000 Penalty: 5784.382324
	Iteration 59Q: 3 clusters Score -1.56817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -15681705.000000 Penalty: 5784.382324
	Iteration 60F: 3 clusters Score -1.56817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -15681711.000000 Penalty: 5784.382324
	Iteration 61Q: 3 clusters Score -1.568171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -15681701.000000 Penalty: 5784.382324
	Iteration 62Q: 3 clusters Score -1.56817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -15681708.000000 Penalty: 5784.382324
	Iteration 63Q: 3 clusters Score -1.568171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -15681716.000000 Penalty: 5784.382324
	Iteration 64Q: 3 clusters Score -1.568172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -15681720.000000 Penalty: 5784.382324
	Iteration 65Q: 3 clusters Score -1.568172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -15681714.000000 Penalty: 5784.382324
	Iteration 66Q: 3 clusters Score -1.568171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -15681720.000000 Penalty: 5784.382324
	Iteration 67Q: 3 clusters Score -1.568172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -15681715.000000 Penalty: 5784.382324
	Iteration 68Q: 3 clusters Score -1.568172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -15681715.000000 Penalty: 5784.382324
	Iteration 69F: 3 clusters Score -1.568172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173957 members 
Entering Unmasked Estep 
Score: -23292386.000000 Penalty: 2992.507812
	Iteration 0F: 2 clusters Score -2.329239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -23179132.000000 Penalty: 5985.015625
	Iteration 0F: 3 clusters Score -2.317913e+07 nChanged 83506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -23227906.000000 Penalty: 5985.015625
	Iteration 1F: 3 clusters Score -2.322791e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -23229516.000000 Penalty: 5985.015625
	Iteration 2Q: 3 clusters Score -2.322952e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -23232024.000000 Penalty: 5985.015625
	Iteration 3Q: 3 clusters Score -2.323202e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -23236790.000000 Penalty: 5985.015625
	Iteration 4F: 3 clusters Score -2.323679e+07 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116664 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -23245458.000000 Penalty: 5985.015625
	Iteration 5F: 3 clusters Score -2.324546e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -23258208.000000 Penalty: 5985.015625
	Iteration 6F: 3 clusters Score -2.325821e+07 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -23271438.000000 Penalty: 5985.015625
	Iteration 7F: 3 clusters Score -2.327144e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -23281948.000000 Penalty: 5985.015625
	Iteration 8F: 3 clusters Score -2.328195e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -23287396.000000 Penalty: 5985.015625
	Iteration 9Q: 3 clusters Score -2.32874e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -23289496.000000 Penalty: 5985.015625
	Iteration 10Q: 3 clusters Score -2.32895e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -23290334.000000 Penalty: 5985.015625
	Iteration 11Q: 3 clusters Score -2.329033e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -23290904.000000 Penalty: 5985.015625
	Iteration 12Q: 3 clusters Score -2.32909e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -23291278.000000 Penalty: 5985.015625
	Iteration 13Q: 3 clusters Score -2.329128e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -23291620.000000 Penalty: 5985.015625
	Iteration 14Q: 3 clusters Score -2.329162e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -23291720.000000 Penalty: 5985.015625
	Iteration 15Q: 3 clusters Score -2.329172e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -23291866.000000 Penalty: 5985.015625
	Iteration 16Q: 3 clusters Score -2.329187e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -23291918.000000 Penalty: 5985.015625
	Iteration 17Q: 3 clusters Score -2.329192e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -23291962.000000 Penalty: 5985.015625
	Iteration 18Q: 3 clusters Score -2.329196e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -23291982.000000 Penalty: 5985.015625
	Iteration 19Q: 3 clusters Score -2.329198e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164742 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -23291998.000000 Penalty: 5985.015625
	Iteration 20F: 3 clusters Score -2.3292e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -23291998.000000 Penalty: 5985.015625
	Iteration 21Q: 3 clusters Score -2.3292e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -23291976.000000 Penalty: 5985.015625
	Iteration 22Q: 3 clusters Score -2.329198e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -23291958.000000 Penalty: 5985.015625
	Iteration 23Q: 3 clusters Score -2.329196e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -23291964.000000 Penalty: 5985.015625
	Iteration 24Q: 3 clusters Score -2.329196e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166238 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -23291908.000000 Penalty: 5985.015625
	Iteration 25Q: 3 clusters Score -2.329191e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -23291964.000000 Penalty: 5985.015625
	Iteration 26Q: 3 clusters Score -2.329196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -23291986.000000 Penalty: 5985.015625
	Iteration 27Q: 3 clusters Score -2.329199e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -23291966.000000 Penalty: 5985.015625
	Iteration 28Q: 3 clusters Score -2.329197e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -23291912.000000 Penalty: 5985.015625
	Iteration 29Q: 3 clusters Score -2.329191e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -23291850.000000 Penalty: 5985.015625
	Iteration 30Q: 3 clusters Score -2.329185e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -23291846.000000 Penalty: 5985.015625
	Iteration 31Q: 3 clusters Score -2.329185e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -23291852.000000 Penalty: 5985.015625
	Iteration 32Q: 3 clusters Score -2.329185e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167563 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -23291876.000000 Penalty: 5985.015625
	Iteration 33Q: 3 clusters Score -2.329188e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -23291848.000000 Penalty: 5985.015625
	Iteration 34Q: 3 clusters Score -2.329185e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -23291850.000000 Penalty: 5985.015625
	Iteration 35Q: 3 clusters Score -2.329185e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -23291834.000000 Penalty: 5985.015625
	Iteration 36Q: 3 clusters Score -2.329183e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -23291832.000000 Penalty: 5985.015625
	Iteration 37Q: 3 clusters Score -2.329183e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -23291778.000000 Penalty: 5985.015625
	Iteration 38Q: 3 clusters Score -2.329178e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168252 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -23291766.000000 Penalty: 5985.015625
	Iteration 39Q: 3 clusters Score -2.329177e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -23291792.000000 Penalty: 5985.015625
	Iteration 40F: 3 clusters Score -2.329179e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168416 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -23291710.000000 Penalty: 5985.015625
	Iteration 41Q: 3 clusters Score -2.329171e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -23291702.000000 Penalty: 5985.015625
	Iteration 42Q: 3 clusters Score -2.32917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -23291670.000000 Penalty: 5985.015625
	Iteration 43Q: 3 clusters Score -2.329167e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -23291698.000000 Penalty: 5985.015625
	Iteration 44Q: 3 clusters Score -2.32917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -23291700.000000 Penalty: 5985.015625
	Iteration 45Q: 3 clusters Score -2.32917e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -23291654.000000 Penalty: 5985.015625
	Iteration 46Q: 3 clusters Score -2.329165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -23291656.000000 Penalty: 5985.015625
	Iteration 47Q: 3 clusters Score -2.329166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -23291624.000000 Penalty: 5985.015625
	Iteration 48Q: 3 clusters Score -2.329162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -23291628.000000 Penalty: 5985.015625
	Iteration 49Q: 3 clusters Score -2.329163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -23291616.000000 Penalty: 5985.015625
	Iteration 50Q: 3 clusters Score -2.329162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -23291618.000000 Penalty: 5985.015625
	Iteration 51Q: 3 clusters Score -2.329162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -23291608.000000 Penalty: 5985.015625
	Iteration 52Q: 3 clusters Score -2.329161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -23291588.000000 Penalty: 5985.015625
	Iteration 53Q: 3 clusters Score -2.329159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168914 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -23291590.000000 Penalty: 5985.015625
	Iteration 54Q: 3 clusters Score -2.329159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -23291556.000000 Penalty: 5985.015625
	Iteration 55Q: 3 clusters Score -2.329156e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23291582.000000 Penalty: 5985.015625
	Iteration 56Q: 3 clusters Score -2.329158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -23291552.000000 Penalty: 5985.015625
	Iteration 57Q: 3 clusters Score -2.329155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -23291556.000000 Penalty: 5985.015625
	Iteration 58Q: 3 clusters Score -2.329156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -23291578.000000 Penalty: 5985.015625
	Iteration 59Q: 3 clusters Score -2.329158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -23291548.000000 Penalty: 5985.015625
	Iteration 60F: 3 clusters Score -2.329155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -23291552.000000 Penalty: 5985.015625
	Iteration 61Q: 3 clusters Score -2.329155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -23291552.000000 Penalty: 5985.015625
	Iteration 62Q: 3 clusters Score -2.329155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -23291518.000000 Penalty: 5985.015625
	Iteration 63Q: 3 clusters Score -2.329152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169213 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -23291496.000000 Penalty: 5985.015625
	Iteration 64Q: 3 clusters Score -2.32915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -23291470.000000 Penalty: 5985.015625
	Iteration 65Q: 3 clusters Score -2.329147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -23291484.000000 Penalty: 5985.015625
	Iteration 66Q: 3 clusters Score -2.329148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -23291462.000000 Penalty: 5985.015625
	Iteration 67Q: 3 clusters Score -2.329146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -23291476.000000 Penalty: 5985.015625
	Iteration 68Q: 3 clusters Score -2.329148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -23291474.000000 Penalty: 5985.015625
	Iteration 69Q: 3 clusters Score -2.329147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169311 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -23291472.000000 Penalty: 5985.015625
	Iteration 70Q: 3 clusters Score -2.329147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -23291486.000000 Penalty: 5985.015625
	Iteration 71Q: 3 clusters Score -2.329149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -23291474.000000 Penalty: 5985.015625
	Iteration 72Q: 3 clusters Score -2.329147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169328 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -23291458.000000 Penalty: 5985.015625
	Iteration 73Q: 3 clusters Score -2.329146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -23291452.000000 Penalty: 5985.015625
	Iteration 74Q: 3 clusters Score -2.329145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -23291434.000000 Penalty: 5985.015625
	Iteration 75Q: 3 clusters Score -2.329143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -23291428.000000 Penalty: 5985.015625
	Iteration 76Q: 3 clusters Score -2.329143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -23291424.000000 Penalty: 5985.015625
	Iteration 77Q: 3 clusters Score -2.329142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -23291430.000000 Penalty: 5985.015625
	Iteration 78Q: 3 clusters Score -2.329143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -23291440.000000 Penalty: 5985.015625
	Iteration 79Q: 3 clusters Score -2.329144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -23291422.000000 Penalty: 5985.015625
	Iteration 80F: 3 clusters Score -2.329142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -23291408.000000 Penalty: 5985.015625
	Iteration 81Q: 3 clusters Score -2.329141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -23291414.000000 Penalty: 5985.015625
	Iteration 82Q: 3 clusters Score -2.329141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -23291412.000000 Penalty: 5985.015625
	Iteration 83Q: 3 clusters Score -2.329141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -23291400.000000 Penalty: 5985.015625
	Iteration 84Q: 3 clusters Score -2.32914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -23291398.000000 Penalty: 5985.015625
	Iteration 85Q: 3 clusters Score -2.32914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -23291398.000000 Penalty: 5985.015625
	Iteration 86Q: 3 clusters Score -2.32914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -23291388.000000 Penalty: 5985.015625
	Iteration 87Q: 3 clusters Score -2.329139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -23291396.000000 Penalty: 5985.015625
	Iteration 88Q: 3 clusters Score -2.32914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169399 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -23291398.000000 Penalty: 5985.015625
	Iteration 89Q: 3 clusters Score -2.32914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -23291396.000000 Penalty: 5985.015625
	Iteration 90Q: 3 clusters Score -2.32914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -23291400.000000 Penalty: 5985.015625
	Iteration 91Q: 3 clusters Score -2.32914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -23291388.000000 Penalty: 5985.015625
	Iteration 92Q: 3 clusters Score -2.329139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -23291390.000000 Penalty: 5985.015625
	Iteration 93Q: 3 clusters Score -2.329139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -23291390.000000 Penalty: 5985.015625
	Iteration 94F: 3 clusters Score -2.329139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Entering Unmasked Estep 
Score: -12188863.000000 Penalty: 2828.471924
	Iteration 0F: 2 clusters Score -1.218886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -12128895.000000 Penalty: 5656.943848
	Iteration 0F: 3 clusters Score -1.21289e+07 nChanged 42294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -12152997.000000 Penalty: 5656.943848
	Iteration 1F: 3 clusters Score -1.2153e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -12153664.000000 Penalty: 5656.943848
	Iteration 2Q: 3 clusters Score -1.215366e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -12154374.000000 Penalty: 5656.943848
	Iteration 3Q: 3 clusters Score -1.215437e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -12155266.000000 Penalty: 5656.943848
	Iteration 4Q: 3 clusters Score -1.215527e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -12156599.000000 Penalty: 5656.943848
	Iteration 5Q: 3 clusters Score -1.21566e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -12158702.000000 Penalty: 5656.943848
	Iteration 6Q: 3 clusters Score -1.21587e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -12161737.000000 Penalty: 5656.943848
	Iteration 7F: 3 clusters Score -1.216174e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -12165606.000000 Penalty: 5656.943848
	Iteration 8F: 3 clusters Score -1.216561e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -12169507.000000 Penalty: 5656.943848
	Iteration 9F: 3 clusters Score -1.216951e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -12173135.000000 Penalty: 5656.943848
	Iteration 10F: 3 clusters Score -1.217314e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -12175864.000000 Penalty: 5656.943848
	Iteration 11Q: 3 clusters Score -1.217586e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -12177720.000000 Penalty: 5656.943848
	Iteration 12Q: 3 clusters Score -1.217772e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -12179019.000000 Penalty: 5656.943848
	Iteration 13Q: 3 clusters Score -1.217902e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -12180042.000000 Penalty: 5656.943848
	Iteration 14Q: 3 clusters Score -1.218004e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -12180865.000000 Penalty: 5656.943848
	Iteration 15Q: 3 clusters Score -1.218086e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -12181628.000000 Penalty: 5656.943848
	Iteration 16Q: 3 clusters Score -1.218163e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -12182359.000000 Penalty: 5656.943848
	Iteration 17Q: 3 clusters Score -1.218236e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -12183075.000000 Penalty: 5656.943848
	Iteration 18Q: 3 clusters Score -1.218308e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -12183661.000000 Penalty: 5656.943848
	Iteration 19Q: 3 clusters Score -1.218366e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -12184174.000000 Penalty: 5656.943848
	Iteration 20F: 3 clusters Score -1.218417e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -12184647.000000 Penalty: 5656.943848
	Iteration 21Q: 3 clusters Score -1.218465e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -12185083.000000 Penalty: 5656.943848
	Iteration 22Q: 3 clusters Score -1.218508e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -12185380.000000 Penalty: 5656.943848
	Iteration 23Q: 3 clusters Score -1.218538e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -12185606.000000 Penalty: 5656.943848
	Iteration 24Q: 3 clusters Score -1.218561e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -12185785.000000 Penalty: 5656.943848
	Iteration 25Q: 3 clusters Score -1.218578e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -12185935.000000 Penalty: 5656.943848
	Iteration 26Q: 3 clusters Score -1.218594e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -12186049.000000 Penalty: 5656.943848
	Iteration 27Q: 3 clusters Score -1.218605e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -12186130.000000 Penalty: 5656.943848
	Iteration 28Q: 3 clusters Score -1.218613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -12186212.000000 Penalty: 5656.943848
	Iteration 29Q: 3 clusters Score -1.218621e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -12186227.000000 Penalty: 5656.943848
	Iteration 30Q: 3 clusters Score -1.218623e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -12186283.000000 Penalty: 5656.943848
	Iteration 31Q: 3 clusters Score -1.218628e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -12186328.000000 Penalty: 5656.943848
	Iteration 32Q: 3 clusters Score -1.218633e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -12186366.000000 Penalty: 5656.943848
	Iteration 33Q: 3 clusters Score -1.218637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -12186381.000000 Penalty: 5656.943848
	Iteration 34Q: 3 clusters Score -1.218638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -12186403.000000 Penalty: 5656.943848
	Iteration 35Q: 3 clusters Score -1.21864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -12186416.000000 Penalty: 5656.943848
	Iteration 36Q: 3 clusters Score -1.218642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -12186434.000000 Penalty: 5656.943848
	Iteration 37Q: 3 clusters Score -1.218643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -12186456.000000 Penalty: 5656.943848
	Iteration 38Q: 3 clusters Score -1.218646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -12186467.000000 Penalty: 5656.943848
	Iteration 39Q: 3 clusters Score -1.218647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -12186470.000000 Penalty: 5656.943848
	Iteration 40F: 3 clusters Score -1.218647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -12186484.000000 Penalty: 5656.943848
	Iteration 41Q: 3 clusters Score -1.218648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -12186495.000000 Penalty: 5656.943848
	Iteration 42Q: 3 clusters Score -1.21865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -12186518.000000 Penalty: 5656.943848
	Iteration 43Q: 3 clusters Score -1.218652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -12186515.000000 Penalty: 5656.943848
	Iteration 44Q: 3 clusters Score -1.218652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -12186528.000000 Penalty: 5656.943848
	Iteration 45Q: 3 clusters Score -1.218653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -12186540.000000 Penalty: 5656.943848
	Iteration 46Q: 3 clusters Score -1.218654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -12186547.000000 Penalty: 5656.943848
	Iteration 47Q: 3 clusters Score -1.218655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -12186551.000000 Penalty: 5656.943848
	Iteration 48Q: 3 clusters Score -1.218655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -12186553.000000 Penalty: 5656.943848
	Iteration 49Q: 3 clusters Score -1.218655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -12186554.000000 Penalty: 5656.943848
	Iteration 50Q: 3 clusters Score -1.218655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -12186547.000000 Penalty: 5656.943848
	Iteration 51Q: 3 clusters Score -1.218655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12186545.000000 Penalty: 5656.943848
	Iteration 52Q: 3 clusters Score -1.218654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -12186545.000000 Penalty: 5656.943848
	Iteration 53F: 3 clusters Score -1.218654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Entering Unmasked Estep 
Score: -10771941.000000 Penalty: 2797.436035
	Iteration 0F: 2 clusters Score -1.077194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -10718864.000000 Penalty: 5594.872070
	Iteration 0F: 3 clusters Score -1.071886e+07 nChanged 37135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -10740254.000000 Penalty: 5594.872070
	Iteration 1F: 3 clusters Score -1.074025e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -10741463.000000 Penalty: 5594.872070
	Iteration 2Q: 3 clusters Score -1.074146e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -10743253.000000 Penalty: 5594.872070
	Iteration 3Q: 3 clusters Score -1.074325e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -10746494.000000 Penalty: 5594.872070
	Iteration 4F: 3 clusters Score -1.074649e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -10751392.000000 Penalty: 5594.872070
	Iteration 5F: 3 clusters Score -1.075139e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -10757449.000000 Penalty: 5594.872070
	Iteration 6F: 3 clusters Score -1.075745e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -10763014.000000 Penalty: 5594.872070
	Iteration 7F: 3 clusters Score -1.076301e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -10766429.000000 Penalty: 5594.872070
	Iteration 8Q: 3 clusters Score -1.076643e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -10767921.000000 Penalty: 5594.872070
	Iteration 9Q: 3 clusters Score -1.076792e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -10768583.000000 Penalty: 5594.872070
	Iteration 10Q: 3 clusters Score -1.076858e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -10768913.000000 Penalty: 5594.872070
	Iteration 11Q: 3 clusters Score -1.076891e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10769084.000000 Penalty: 5594.872070
	Iteration 12Q: 3 clusters Score -1.076908e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10769240.000000 Penalty: 5594.872070
	Iteration 13Q: 3 clusters Score -1.076924e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10769314.000000 Penalty: 5594.872070
	Iteration 14Q: 3 clusters Score -1.076931e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10769358.000000 Penalty: 5594.872070
	Iteration 15Q: 3 clusters Score -1.076936e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10769415.000000 Penalty: 5594.872070
	Iteration 16Q: 3 clusters Score -1.076942e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10769469.000000 Penalty: 5594.872070
	Iteration 17Q: 3 clusters Score -1.076947e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10769492.000000 Penalty: 5594.872070
	Iteration 18Q: 3 clusters Score -1.076949e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10769532.000000 Penalty: 5594.872070
	Iteration 19Q: 3 clusters Score -1.076953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10769529.000000 Penalty: 5594.872070
	Iteration 20F: 3 clusters Score -1.076953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10769555.000000 Penalty: 5594.872070
	Iteration 21Q: 3 clusters Score -1.076956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10769569.000000 Penalty: 5594.872070
	Iteration 22Q: 3 clusters Score -1.076957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10769604.000000 Penalty: 5594.872070
	Iteration 23Q: 3 clusters Score -1.07696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10769612.000000 Penalty: 5594.872070
	Iteration 24Q: 3 clusters Score -1.076961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10769629.000000 Penalty: 5594.872070
	Iteration 25Q: 3 clusters Score -1.076963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10769622.000000 Penalty: 5594.872070
	Iteration 26Q: 3 clusters Score -1.076962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10769637.000000 Penalty: 5594.872070
	Iteration 27Q: 3 clusters Score -1.076964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10769641.000000 Penalty: 5594.872070
	Iteration 28Q: 3 clusters Score -1.076964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10769667.000000 Penalty: 5594.872070
	Iteration 29Q: 3 clusters Score -1.076967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10769665.000000 Penalty: 5594.872070
	Iteration 30Q: 3 clusters Score -1.076966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10769687.000000 Penalty: 5594.872070
	Iteration 31Q: 3 clusters Score -1.076969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10769683.000000 Penalty: 5594.872070
	Iteration 32Q: 3 clusters Score -1.076968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10769684.000000 Penalty: 5594.872070
	Iteration 33Q: 3 clusters Score -1.076968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10769685.000000 Penalty: 5594.872070
	Iteration 34Q: 3 clusters Score -1.076968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10769691.000000 Penalty: 5594.872070
	Iteration 35Q: 3 clusters Score -1.076969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10769690.000000 Penalty: 5594.872070
	Iteration 36Q: 3 clusters Score -1.076969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10769686.000000 Penalty: 5594.872070
	Iteration 37Q: 3 clusters Score -1.076969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10769682.000000 Penalty: 5594.872070
	Iteration 38Q: 3 clusters Score -1.076968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10769681.000000 Penalty: 5594.872070
	Iteration 39Q: 3 clusters Score -1.076968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10769683.000000 Penalty: 5594.872070
	Iteration 40F: 3 clusters Score -1.076968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10769684.000000 Penalty: 5594.872070
	Iteration 41Q: 3 clusters Score -1.076968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10769694.000000 Penalty: 5594.872070
	Iteration 42Q: 3 clusters Score -1.076969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10769691.000000 Penalty: 5594.872070
	Iteration 43Q: 3 clusters Score -1.076969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10769696.000000 Penalty: 5594.872070
	Iteration 44Q: 3 clusters Score -1.07697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10769689.000000 Penalty: 5594.872070
	Iteration 45Q: 3 clusters Score -1.076969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10769691.000000 Penalty: 5594.872070
	Iteration 46Q: 3 clusters Score -1.076969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10769691.000000 Penalty: 5594.872070
	Iteration 47Q: 3 clusters Score -1.076969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10769691.000000 Penalty: 5594.872070
	Iteration 48F: 3 clusters Score -1.076969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37359.652344 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37359.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37575.238281 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37575.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37667.347656 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37667.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37752.152344 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -37752.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37815.113281 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37815.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37881.476562 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37881.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37967.878906 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37967.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38058.980469 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38058.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38091.824219 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38091.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38103.238281 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38103.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38171.925781 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38171.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38247.457031 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38247.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38247.457031 Penalty: 2911.171387
	Iteration 12F: 3 clusters Score -38247.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Entering Unmasked Estep 
Score: -2678153.000000 Penalty: 2469.201904
	Iteration 0F: 2 clusters Score -2678153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2663394.500000 Penalty: 4938.403809
	Iteration 0F: 3 clusters Score -2663394 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2668645.250000 Penalty: 4938.403809
	Iteration 1F: 3 clusters Score -2668645 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2669237.750000 Penalty: 4938.403809
	Iteration 2F: 3 clusters Score -2669238 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2669713.000000 Penalty: 4938.403809
	Iteration 3F: 3 clusters Score -2669713 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2670174.500000 Penalty: 4938.403809
	Iteration 4Q: 3 clusters Score -2670174 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2670612.500000 Penalty: 4938.403809
	Iteration 5Q: 3 clusters Score -2670612 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2670998.750000 Penalty: 4938.403809
	Iteration 6Q: 3 clusters Score -2670999 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2671354.000000 Penalty: 4938.403809
	Iteration 7Q: 3 clusters Score -2671354 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2671713.250000 Penalty: 4938.403809
	Iteration 8Q: 3 clusters Score -2671713 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2672068.500000 Penalty: 4938.403809
	Iteration 9Q: 3 clusters Score -2672068 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2672439.500000 Penalty: 4938.403809
	Iteration 10Q: 3 clusters Score -2672440 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2672880.500000 Penalty: 4938.403809
	Iteration 11Q: 3 clusters Score -2672880 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2673309.750000 Penalty: 4938.403809
	Iteration 12Q: 3 clusters Score -2673310 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2673759.250000 Penalty: 4938.403809
	Iteration 13Q: 3 clusters Score -2673759 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2674175.500000 Penalty: 4938.403809
	Iteration 14Q: 3 clusters Score -2674176 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2674513.500000 Penalty: 4938.403809
	Iteration 15Q: 3 clusters Score -2674514 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2674753.000000 Penalty: 4938.403809
	Iteration 16Q: 3 clusters Score -2674753 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2674977.750000 Penalty: 4938.403809
	Iteration 17Q: 3 clusters Score -2674978 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2675209.000000 Penalty: 4938.403809
	Iteration 18Q: 3 clusters Score -2675209 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2675435.500000 Penalty: 4938.403809
	Iteration 19Q: 3 clusters Score -2675436 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2675623.250000 Penalty: 4938.403809
	Iteration 20F: 3 clusters Score -2675623 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2675772.250000 Penalty: 4938.403809
	Iteration 21Q: 3 clusters Score -2675772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2675914.750000 Penalty: 4938.403809
	Iteration 22Q: 3 clusters Score -2675915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2676049.000000 Penalty: 4938.403809
	Iteration 23Q: 3 clusters Score -2676049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2676175.000000 Penalty: 4938.403809
	Iteration 24Q: 3 clusters Score -2676175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2676260.500000 Penalty: 4938.403809
	Iteration 25Q: 3 clusters Score -2676260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2676325.750000 Penalty: 4938.403809
	Iteration 26Q: 3 clusters Score -2676326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2676373.500000 Penalty: 4938.403809
	Iteration 27Q: 3 clusters Score -2676374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2676403.500000 Penalty: 4938.403809
	Iteration 28Q: 3 clusters Score -2676404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2676440.250000 Penalty: 4938.403809
	Iteration 29Q: 3 clusters Score -2676440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2676464.750000 Penalty: 4938.403809
	Iteration 30Q: 3 clusters Score -2676465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2676475.500000 Penalty: 4938.403809
	Iteration 31Q: 3 clusters Score -2676476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2676489.500000 Penalty: 4938.403809
	Iteration 32Q: 3 clusters Score -2676490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2676499.000000 Penalty: 4938.403809
	Iteration 33Q: 3 clusters Score -2676499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2676500.000000 Penalty: 4938.403809
	Iteration 34Q: 3 clusters Score -2676500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2676507.000000 Penalty: 4938.403809
	Iteration 35Q: 3 clusters Score -2676507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2676510.750000 Penalty: 4938.403809
	Iteration 36Q: 3 clusters Score -2676511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2676514.250000 Penalty: 4938.403809
	Iteration 37Q: 3 clusters Score -2676514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2676508.500000 Penalty: 4938.403809
	Iteration 38Q: 3 clusters Score -2676508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2676512.250000 Penalty: 4938.403809
	Iteration 39Q: 3 clusters Score -2676512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2676516.250000 Penalty: 4938.403809
	Iteration 40F: 3 clusters Score -2676516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2676521.500000 Penalty: 4938.403809
	Iteration 41Q: 3 clusters Score -2676522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2676524.500000 Penalty: 4938.403809
	Iteration 42Q: 3 clusters Score -2676524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2676524.000000 Penalty: 4938.403809
	Iteration 43Q: 3 clusters Score -2676524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2676526.500000 Penalty: 4938.403809
	Iteration 44Q: 3 clusters Score -2676526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2676524.500000 Penalty: 4938.403809
	Iteration 45Q: 3 clusters Score -2676524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2676525.000000 Penalty: 4938.403809
	Iteration 46Q: 3 clusters Score -2676525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2676523.750000 Penalty: 4938.403809
	Iteration 47Q: 3 clusters Score -2676524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2676528.500000 Penalty: 4938.403809
	Iteration 48Q: 3 clusters Score -2676528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2676535.250000 Penalty: 4938.403809
	Iteration 49Q: 3 clusters Score -2676535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2676540.250000 Penalty: 4938.403809
	Iteration 50Q: 3 clusters Score -2676540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2676537.750000 Penalty: 4938.403809
	Iteration 51Q: 3 clusters Score -2676538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2676540.500000 Penalty: 4938.403809
	Iteration 52Q: 3 clusters Score -2676540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2676542.500000 Penalty: 4938.403809
	Iteration 53Q: 3 clusters Score -2676542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2676542.000000 Penalty: 4938.403809
	Iteration 54Q: 3 clusters Score -2676542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2676543.000000 Penalty: 4938.403809
	Iteration 55Q: 3 clusters Score -2676543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2676543.000000 Penalty: 4938.403809
	Iteration 56F: 3 clusters Score -2676543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Entering Unmasked Estep 
Score: -20139108.000000 Penalty: 2956.159180
	Iteration 0F: 2 clusters Score -2.013911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -20039938.000000 Penalty: 5912.318359
	Iteration 0F: 3 clusters Score -2.003994e+07 nChanged 72027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -20081388.000000 Penalty: 5912.318359
	Iteration 1F: 3 clusters Score -2.008139e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -20082130.000000 Penalty: 5912.318359
	Iteration 2Q: 3 clusters Score -2.008213e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -20082888.000000 Penalty: 5912.318359
	Iteration 3Q: 3 clusters Score -2.008289e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -20083660.000000 Penalty: 5912.318359
	Iteration 4Q: 3 clusters Score -2.008366e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -20084624.000000 Penalty: 5912.318359
	Iteration 5Q: 3 clusters Score -2.008462e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -20085978.000000 Penalty: 5912.318359
	Iteration 6Q: 3 clusters Score -2.008598e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -20087928.000000 Penalty: 5912.318359
	Iteration 7Q: 3 clusters Score -2.008793e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -20090476.000000 Penalty: 5912.318359
	Iteration 8Q: 3 clusters Score -2.009048e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -20094050.000000 Penalty: 5912.318359
	Iteration 9Q: 3 clusters Score -2.009405e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -20098958.000000 Penalty: 5912.318359
	Iteration 10F: 3 clusters Score -2.009896e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -20105300.000000 Penalty: 5912.318359
	Iteration 11F: 3 clusters Score -2.01053e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -20112108.000000 Penalty: 5912.318359
	Iteration 12F: 3 clusters Score -2.011211e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -20118182.000000 Penalty: 5912.318359
	Iteration 13F: 3 clusters Score -2.011818e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -20122562.000000 Penalty: 5912.318359
	Iteration 14Q: 3 clusters Score -2.012256e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -20125292.000000 Penalty: 5912.318359
	Iteration 15Q: 3 clusters Score -2.012529e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122055 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -20126914.000000 Penalty: 5912.318359
	Iteration 16Q: 3 clusters Score -2.012691e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -20128208.000000 Penalty: 5912.318359
	Iteration 17Q: 3 clusters Score -2.012821e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126588 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -20129314.000000 Penalty: 5912.318359
	Iteration 18Q: 3 clusters Score -2.012931e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128635 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -20130284.000000 Penalty: 5912.318359
	Iteration 19Q: 3 clusters Score -2.013028e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -20131172.000000 Penalty: 5912.318359
	Iteration 20F: 3 clusters Score -2.013117e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132239 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -20131902.000000 Penalty: 5912.318359
	Iteration 21Q: 3 clusters Score -2.01319e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -20132552.000000 Penalty: 5912.318359
	Iteration 22Q: 3 clusters Score -2.013255e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -20133230.000000 Penalty: 5912.318359
	Iteration 23Q: 3 clusters Score -2.013323e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136632 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -20133752.000000 Penalty: 5912.318359
	Iteration 24Q: 3 clusters Score -2.013375e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137859 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -20134256.000000 Penalty: 5912.318359
	Iteration 25Q: 3 clusters Score -2.013426e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138935 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -20134654.000000 Penalty: 5912.318359
	Iteration 26Q: 3 clusters Score -2.013465e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -20134898.000000 Penalty: 5912.318359
	Iteration 27Q: 3 clusters Score -2.01349e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -20135238.000000 Penalty: 5912.318359
	Iteration 28Q: 3 clusters Score -2.013524e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -20135584.000000 Penalty: 5912.318359
	Iteration 29Q: 3 clusters Score -2.013558e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -20135868.000000 Penalty: 5912.318359
	Iteration 30Q: 3 clusters Score -2.013587e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -20136138.000000 Penalty: 5912.318359
	Iteration 31Q: 3 clusters Score -2.013614e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -20136342.000000 Penalty: 5912.318359
	Iteration 32Q: 3 clusters Score -2.013634e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -20136612.000000 Penalty: 5912.318359
	Iteration 33Q: 3 clusters Score -2.013661e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -20136784.000000 Penalty: 5912.318359
	Iteration 34Q: 3 clusters Score -2.013678e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -20136914.000000 Penalty: 5912.318359
	Iteration 35Q: 3 clusters Score -2.013691e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -20136982.000000 Penalty: 5912.318359
	Iteration 36Q: 3 clusters Score -2.013698e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -20137044.000000 Penalty: 5912.318359
	Iteration 37Q: 3 clusters Score -2.013704e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145442 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -20137156.000000 Penalty: 5912.318359
	Iteration 38Q: 3 clusters Score -2.013716e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145629 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -20137196.000000 Penalty: 5912.318359
	Iteration 39Q: 3 clusters Score -2.01372e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -20137314.000000 Penalty: 5912.318359
	Iteration 40F: 3 clusters Score -2.013731e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -20137280.000000 Penalty: 5912.318359
	Iteration 41Q: 3 clusters Score -2.013728e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20137296.000000 Penalty: 5912.318359
	Iteration 42Q: 3 clusters Score -2.01373e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -20137258.000000 Penalty: 5912.318359
	Iteration 43Q: 3 clusters Score -2.013726e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146253 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20137304.000000 Penalty: 5912.318359
	Iteration 44Q: 3 clusters Score -2.01373e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146329 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -20137366.000000 Penalty: 5912.318359
	Iteration 45Q: 3 clusters Score -2.013737e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -20137386.000000 Penalty: 5912.318359
	Iteration 46Q: 3 clusters Score -2.013739e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -20137348.000000 Penalty: 5912.318359
	Iteration 47Q: 3 clusters Score -2.013735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20137372.000000 Penalty: 5912.318359
	Iteration 48Q: 3 clusters Score -2.013737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146539 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20137402.000000 Penalty: 5912.318359
	Iteration 49Q: 3 clusters Score -2.01374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20137392.000000 Penalty: 5912.318359
	Iteration 50Q: 3 clusters Score -2.013739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -20137404.000000 Penalty: 5912.318359
	Iteration 51Q: 3 clusters Score -2.01374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -20137412.000000 Penalty: 5912.318359
	Iteration 52Q: 3 clusters Score -2.013741e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20137418.000000 Penalty: 5912.318359
	Iteration 53Q: 3 clusters Score -2.013742e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -20137400.000000 Penalty: 5912.318359
	Iteration 54Q: 3 clusters Score -2.01374e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20137390.000000 Penalty: 5912.318359
	Iteration 55Q: 3 clusters Score -2.013739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -20137392.000000 Penalty: 5912.318359
	Iteration 56Q: 3 clusters Score -2.013739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146877 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20137380.000000 Penalty: 5912.318359
	Iteration 57Q: 3 clusters Score -2.013738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20137388.000000 Penalty: 5912.318359
	Iteration 58Q: 3 clusters Score -2.013739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20137386.000000 Penalty: 5912.318359
	Iteration 59Q: 3 clusters Score -2.013739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20137402.000000 Penalty: 5912.318359
	Iteration 60F: 3 clusters Score -2.01374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -20137402.000000 Penalty: 5912.318359
	Iteration 61Q: 3 clusters Score -2.01374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20137420.000000 Penalty: 5912.318359
	Iteration 62Q: 3 clusters Score -2.013742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147035 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20137438.000000 Penalty: 5912.318359
	Iteration 63Q: 3 clusters Score -2.013744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -20137404.000000 Penalty: 5912.318359
	Iteration 64Q: 3 clusters Score -2.01374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20137422.000000 Penalty: 5912.318359
	Iteration 65Q: 3 clusters Score -2.013742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20137412.000000 Penalty: 5912.318359
	Iteration 66Q: 3 clusters Score -2.013741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20137404.000000 Penalty: 5912.318359
	Iteration 67Q: 3 clusters Score -2.01374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -20137420.000000 Penalty: 5912.318359
	Iteration 68Q: 3 clusters Score -2.013742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 69Q: 3 clusters Score -2.013744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20137440.000000 Penalty: 5912.318359
	Iteration 70Q: 3 clusters Score -2.013744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147151 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 71Q: 3 clusters Score -2.013744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20137436.000000 Penalty: 5912.318359
	Iteration 72Q: 3 clusters Score -2.013744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -20137448.000000 Penalty: 5912.318359
	Iteration 73Q: 3 clusters Score -2.013745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -20137460.000000 Penalty: 5912.318359
	Iteration 74Q: 3 clusters Score -2.013746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147174 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -20137450.000000 Penalty: 5912.318359
	Iteration 75Q: 3 clusters Score -2.013745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -20137448.000000 Penalty: 5912.318359
	Iteration 76Q: 3 clusters Score -2.013745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147180 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 77Q: 3 clusters Score -2.013744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 78Q: 3 clusters Score -2.013744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20137454.000000 Penalty: 5912.318359
	Iteration 79Q: 3 clusters Score -2.013745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20137452.000000 Penalty: 5912.318359
	Iteration 80F: 3 clusters Score -2.013745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -20137458.000000 Penalty: 5912.318359
	Iteration 81Q: 3 clusters Score -2.013746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -20137452.000000 Penalty: 5912.318359
	Iteration 82Q: 3 clusters Score -2.013745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -20137454.000000 Penalty: 5912.318359
	Iteration 83Q: 3 clusters Score -2.013745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -20137448.000000 Penalty: 5912.318359
	Iteration 84Q: 3 clusters Score -2.013745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -20137448.000000 Penalty: 5912.318359
	Iteration 85Q: 3 clusters Score -2.013745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 86Q: 3 clusters Score -2.013744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147223 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 87Q: 3 clusters Score -2.013744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -20137426.000000 Penalty: 5912.318359
	Iteration 88Q: 3 clusters Score -2.013743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 89Q: 3 clusters Score -2.013744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -20137432.000000 Penalty: 5912.318359
	Iteration 90Q: 3 clusters Score -2.013743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -20137436.000000 Penalty: 5912.318359
	Iteration 91Q: 3 clusters Score -2.013744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -20137432.000000 Penalty: 5912.318359
	Iteration 92Q: 3 clusters Score -2.013743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147252 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -20137436.000000 Penalty: 5912.318359
	Iteration 93Q: 3 clusters Score -2.013744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147256 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20137430.000000 Penalty: 5912.318359
	Iteration 94Q: 3 clusters Score -2.013743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -20137430.000000 Penalty: 5912.318359
	Iteration 95Q: 3 clusters Score -2.013743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147263 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -20137434.000000 Penalty: 5912.318359
	Iteration 96Q: 3 clusters Score -2.013743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147265 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 97Q: 3 clusters Score -2.013744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147272 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20137436.000000 Penalty: 5912.318359
	Iteration 98Q: 3 clusters Score -2.013744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147278 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -20137432.000000 Penalty: 5912.318359
	Iteration 99Q: 3 clusters Score -2.013743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147283 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20137426.000000 Penalty: 5912.318359
	Iteration 100F: 3 clusters Score -2.013743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20137440.000000 Penalty: 5912.318359
	Iteration 101Q: 3 clusters Score -2.013744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20137438.000000 Penalty: 5912.318359
	Iteration 102Q: 3 clusters Score -2.013744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 103Q: 3 clusters Score -2.013744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 104Q: 3 clusters Score -2.013744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147303 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20137444.000000 Penalty: 5912.318359
	Iteration 105Q: 3 clusters Score -2.013744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20137434.000000 Penalty: 5912.318359
	Iteration 106Q: 3 clusters Score -2.013743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147305 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -20137432.000000 Penalty: 5912.318359
	Iteration 107Q: 3 clusters Score -2.013743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -20137442.000000 Penalty: 5912.318359
	Iteration 108Q: 3 clusters Score -2.013744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20137426.000000 Penalty: 5912.318359
	Iteration 109Q: 3 clusters Score -2.013743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -20137440.000000 Penalty: 5912.318359
	Iteration 110Q: 3 clusters Score -2.013744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147318 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20137432.000000 Penalty: 5912.318359
	Iteration 111Q: 3 clusters Score -2.013743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20137440.000000 Penalty: 5912.318359
	Iteration 112Q: 3 clusters Score -2.013744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20137440.000000 Penalty: 5912.318359
	Iteration 113F: 3 clusters Score -2.013744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Entering Unmasked Estep 
Score: -15812006.000000 Penalty: 2894.743652
	Iteration 0F: 2 clusters Score -1.581201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -15733413.000000 Penalty: 5789.487305
	Iteration 0F: 3 clusters Score -1.573341e+07 nChanged 55691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -15765174.000000 Penalty: 5789.487305
	Iteration 1F: 3 clusters Score -1.576517e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -15765838.000000 Penalty: 5789.487305
	Iteration 2Q: 3 clusters Score -1.576584e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -15766518.000000 Penalty: 5789.487305
	Iteration 3Q: 3 clusters Score -1.576652e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -15767363.000000 Penalty: 5789.487305
	Iteration 4Q: 3 clusters Score -1.576736e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -15768555.000000 Penalty: 5789.487305
	Iteration 5Q: 3 clusters Score -1.576856e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -15770337.000000 Penalty: 5789.487305
	Iteration 6Q: 3 clusters Score -1.577034e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -15773088.000000 Penalty: 5789.487305
	Iteration 7Q: 3 clusters Score -1.577309e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 73609 members 
Entering Unmasked Estep 
Score: -15777434.000000 Penalty: 5789.487305
	Iteration 8F: 3 clusters Score -1.577743e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -15783607.000000 Penalty: 5789.487305
	Iteration 9F: 3 clusters Score -1.578361e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -15790784.000000 Penalty: 5789.487305
	Iteration 10F: 3 clusters Score -1.579078e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -15796757.000000 Penalty: 5789.487305
	Iteration 11F: 3 clusters Score -1.579676e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -15800081.000000 Penalty: 5789.487305
	Iteration 12Q: 3 clusters Score -1.580008e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -15801589.000000 Penalty: 5789.487305
	Iteration 13Q: 3 clusters Score -1.580159e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -15802564.000000 Penalty: 5789.487305
	Iteration 14Q: 3 clusters Score -1.580256e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -15803399.000000 Penalty: 5789.487305
	Iteration 15Q: 3 clusters Score -1.58034e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -15804058.000000 Penalty: 5789.487305
	Iteration 16Q: 3 clusters Score -1.580406e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -15804812.000000 Penalty: 5789.487305
	Iteration 17Q: 3 clusters Score -1.580481e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -15805453.000000 Penalty: 5789.487305
	Iteration 18Q: 3 clusters Score -1.580545e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -15805999.000000 Penalty: 5789.487305
	Iteration 19Q: 3 clusters Score -1.5806e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -15806443.000000 Penalty: 5789.487305
	Iteration 20F: 3 clusters Score -1.580644e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -15806848.000000 Penalty: 5789.487305
	Iteration 21Q: 3 clusters Score -1.580685e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -15807258.000000 Penalty: 5789.487305
	Iteration 22Q: 3 clusters Score -1.580726e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -15807593.000000 Penalty: 5789.487305
	Iteration 23Q: 3 clusters Score -1.580759e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -15807946.000000 Penalty: 5789.487305
	Iteration 24Q: 3 clusters Score -1.580795e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -15808210.000000 Penalty: 5789.487305
	Iteration 25Q: 3 clusters Score -1.580821e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -15808464.000000 Penalty: 5789.487305
	Iteration 26Q: 3 clusters Score -1.580846e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -15808674.000000 Penalty: 5789.487305
	Iteration 27Q: 3 clusters Score -1.580867e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 112344 members 
Entering Unmasked Estep 
Score: -15808888.000000 Penalty: 5789.487305
	Iteration 28Q: 3 clusters Score -1.580889e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -15809098.000000 Penalty: 5789.487305
	Iteration 29Q: 3 clusters Score -1.58091e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -15809222.000000 Penalty: 5789.487305
	Iteration 30Q: 3 clusters Score -1.580922e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -15809381.000000 Penalty: 5789.487305
	Iteration 31Q: 3 clusters Score -1.580938e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -15809485.000000 Penalty: 5789.487305
	Iteration 32Q: 3 clusters Score -1.580948e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -15809565.000000 Penalty: 5789.487305
	Iteration 33Q: 3 clusters Score -1.580956e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -15809636.000000 Penalty: 5789.487305
	Iteration 34Q: 3 clusters Score -1.580964e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 114542 members 
Entering Unmasked Estep 
Score: -15809702.000000 Penalty: 5789.487305
	Iteration 35Q: 3 clusters Score -1.58097e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -15809719.000000 Penalty: 5789.487305
	Iteration 36Q: 3 clusters Score -1.580972e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -15809750.000000 Penalty: 5789.487305
	Iteration 37Q: 3 clusters Score -1.580975e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 114891 members 
Entering Unmasked Estep 
Score: -15809767.000000 Penalty: 5789.487305
	Iteration 38Q: 3 clusters Score -1.580977e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -15809811.000000 Penalty: 5789.487305
	Iteration 39Q: 3 clusters Score -1.580981e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -15809853.000000 Penalty: 5789.487305
	Iteration 40F: 3 clusters Score -1.580985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -15809845.000000 Penalty: 5789.487305
	Iteration 41Q: 3 clusters Score -1.580984e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -15809842.000000 Penalty: 5789.487305
	Iteration 42Q: 3 clusters Score -1.580984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -15809885.000000 Penalty: 5789.487305
	Iteration 43Q: 3 clusters Score -1.580988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -15809907.000000 Penalty: 5789.487305
	Iteration 44Q: 3 clusters Score -1.580991e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -15809930.000000 Penalty: 5789.487305
	Iteration 45Q: 3 clusters Score -1.580993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -15809932.000000 Penalty: 5789.487305
	Iteration 46Q: 3 clusters Score -1.580993e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -15809942.000000 Penalty: 5789.487305
	Iteration 47Q: 3 clusters Score -1.580994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -15809941.000000 Penalty: 5789.487305
	Iteration 48Q: 3 clusters Score -1.580994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -15809940.000000 Penalty: 5789.487305
	Iteration 49Q: 3 clusters Score -1.580994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 115507 members 
Entering Unmasked Estep 
Score: -15809935.000000 Penalty: 5789.487305
	Iteration 50Q: 3 clusters Score -1.580994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -15809943.000000 Penalty: 5789.487305
	Iteration 51Q: 3 clusters Score -1.580994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -15809953.000000 Penalty: 5789.487305
	Iteration 52Q: 3 clusters Score -1.580995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -15809971.000000 Penalty: 5789.487305
	Iteration 53Q: 3 clusters Score -1.580997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 115582 members 
Entering Unmasked Estep 
Score: -15809980.000000 Penalty: 5789.487305
	Iteration 54Q: 3 clusters Score -1.580998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -15809989.000000 Penalty: 5789.487305
	Iteration 55Q: 3 clusters Score -1.580999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 115606 members 
Entering Unmasked Estep 
Score: -15809985.000000 Penalty: 5789.487305
	Iteration 56Q: 3 clusters Score -1.580998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -15809975.000000 Penalty: 5789.487305
	Iteration 57Q: 3 clusters Score -1.580998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -15809976.000000 Penalty: 5789.487305
	Iteration 58Q: 3 clusters Score -1.580998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -15809976.000000 Penalty: 5789.487305
	Iteration 59Q: 3 clusters Score -1.580998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 115630 members 
Entering Unmasked Estep 
Score: -15809979.000000 Penalty: 5789.487305
	Iteration 60F: 3 clusters Score -1.580998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -15809976.000000 Penalty: 5789.487305
	Iteration 61Q: 3 clusters Score -1.580998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -15809978.000000 Penalty: 5789.487305
	Iteration 62Q: 3 clusters Score -1.580998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -15809980.000000 Penalty: 5789.487305
	Iteration 63Q: 3 clusters Score -1.580998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 115659 members 
Entering Unmasked Estep 
Score: -15809976.000000 Penalty: 5789.487305
	Iteration 64Q: 3 clusters Score -1.580998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -15809975.000000 Penalty: 5789.487305
	Iteration 65Q: 3 clusters Score -1.580998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -15809975.000000 Penalty: 5789.487305
	Iteration 66Q: 3 clusters Score -1.580998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -15809983.000000 Penalty: 5789.487305
	Iteration 67Q: 3 clusters Score -1.580998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -15809981.000000 Penalty: 5789.487305
	Iteration 68Q: 3 clusters Score -1.580998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -15809982.000000 Penalty: 5789.487305
	Iteration 69Q: 3 clusters Score -1.580998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -15809974.000000 Penalty: 5789.487305
	Iteration 70Q: 3 clusters Score -1.580997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -15809974.000000 Penalty: 5789.487305
	Iteration 71F: 3 clusters Score -1.580997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -560953.750000 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -560953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -556735.625000 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -556735.6 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -557792.500000 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -557792.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -558025.937500 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -558025.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -558178.562500 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -558178.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -558277.875000 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -558277.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -558339.437500 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -558339.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -558394.562500 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -558394.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -558429.437500 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -558429.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -558455.000000 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -558455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -558486.875000 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -558486.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -558518.562500 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -558518.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -558541.187500 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -558541.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -558565.062500 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -558565.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -558595.437500 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -558595.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -558621.687500 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -558621.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -558643.562500 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -558643.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -558660.812500 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -558660.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -558678.562500 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -558678.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -558694.125000 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -558694.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -558705.437500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -558705.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -558718.062500 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -558718.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -558727.187500 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -558727.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -558741.937500 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -558741.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -558752.000000 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -558752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -558762.000000 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -558762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -558769.062500 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -558769.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -558773.875000 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -558773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -558776.875000 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -558776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -558777.812500 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -558777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -558779.250000 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -558779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558780.625000 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -558780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -558780.875000 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -558780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -558782.062500 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -558782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -558784.250000 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -558784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -558783.562500 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -558783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558784.875000 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -558784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558785.312500 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -558785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558785.312500 Penalty: 4169.948730
	Iteration 37F: 3 clusters Score -558785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184206 members 
Mstep: Class 5 contains 146248 members 
Mstep: Class 6 contains 60149 members 
Mstep: Class 7 contains 63788 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142220 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116083 members 
Mstep: Class 15 contains 173957 members 
Mstep: Class 16 contains 89781 members 
Mstep: Class 17 contains 79220 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 150241 members 
Mstep: Class 21 contains 117284 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358896.000000 Penalty: 73593.648438
Iteration 439Q: 22 clusters Score -1.803589e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184179 members 
Mstep: Class 5 contains 146244 members 
Mstep: Class 6 contains 60143 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142195 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116080 members 
Mstep: Class 15 contains 173984 members 
Mstep: Class 16 contains 89781 members 
Mstep: Class 17 contains 79217 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 150230 members 
Mstep: Class 21 contains 117275 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358960.000000 Penalty: 73593.648438
Iteration 440F: 22 clusters Score -1.80359e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184139 members 
Mstep: Class 5 contains 146246 members 
Mstep: Class 6 contains 60138 members 
Mstep: Class 7 contains 63782 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142175 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116088 members 
Mstep: Class 15 contains 173988 members 
Mstep: Class 16 contains 89784 members 
Mstep: Class 17 contains 79222 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21088 members 
Mstep: Class 20 contains 150222 members 
Mstep: Class 21 contains 117262 members 
Mstep: Class 22 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358784.000000 Penalty: 73593.648438
Iteration 441Q: 22 clusters Score -1.803588e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184110 members 
Mstep: Class 5 contains 146249 members 
Mstep: Class 6 contains 60132 members 
Mstep: Class 7 contains 63775 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142163 members 
Mstep: Class 10 contains 10079 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116080 members 
Mstep: Class 15 contains 174014 members 
Mstep: Class 16 contains 89780 members 
Mstep: Class 17 contains 79220 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21085 members 
Mstep: Class 20 contains 150204 members 
Mstep: Class 21 contains 117248 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358768.000000 Penalty: 73593.648438
Iteration 442Q: 22 clusters Score -1.803588e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184083 members 
Mstep: Class 5 contains 146255 members 
Mstep: Class 6 contains 60120 members 
Mstep: Class 7 contains 63774 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142157 members 
Mstep: Class 10 contains 10134 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116078 members 
Mstep: Class 15 contains 174035 members 
Mstep: Class 16 contains 89774 members 
Mstep: Class 17 contains 79214 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21092 members 
Mstep: Class 20 contains 150190 members 
Mstep: Class 21 contains 117233 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358896.000000 Penalty: 73593.648438
Iteration 443Q: 22 clusters Score -1.803589e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184056 members 
Mstep: Class 5 contains 146259 members 
Mstep: Class 6 contains 60116 members 
Mstep: Class 7 contains 63769 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142135 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116074 members 
Mstep: Class 15 contains 174065 members 
Mstep: Class 16 contains 89771 members 
Mstep: Class 17 contains 79214 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21095 members 
Mstep: Class 20 contains 150168 members 
Mstep: Class 21 contains 117225 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359024.000000 Penalty: 73593.648438
Iteration 444Q: 22 clusters Score -1.80359e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184023 members 
Mstep: Class 5 contains 146265 members 
Mstep: Class 6 contains 60116 members 
Mstep: Class 7 contains 63769 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142128 members 
Mstep: Class 10 contains 10243 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116071 members 
Mstep: Class 15 contains 174080 members 
Mstep: Class 16 contains 89766 members 
Mstep: Class 17 contains 79212 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21097 members 
Mstep: Class 20 contains 150147 members 
Mstep: Class 21 contains 117222 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358944.000000 Penalty: 73593.648438
Iteration 445Q: 22 clusters Score -1.803589e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 184003 members 
Mstep: Class 5 contains 146258 members 
Mstep: Class 6 contains 60109 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142130 members 
Mstep: Class 10 contains 10301 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116074 members 
Mstep: Class 15 contains 174083 members 
Mstep: Class 16 contains 89762 members 
Mstep: Class 17 contains 79213 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21104 members 
Mstep: Class 20 contains 150125 members 
Mstep: Class 21 contains 117207 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359168.000000 Penalty: 73593.648438
Iteration 446Q: 22 clusters Score -1.803592e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183957 members 
Mstep: Class 5 contains 146251 members 
Mstep: Class 6 contains 60102 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142123 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116078 members 
Mstep: Class 15 contains 174103 members 
Mstep: Class 16 contains 89759 members 
Mstep: Class 17 contains 79218 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21105 members 
Mstep: Class 20 contains 150119 members 
Mstep: Class 21 contains 117193 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359440.000000 Penalty: 73593.648438
Iteration 447Q: 22 clusters Score -1.803594e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183924 members 
Mstep: Class 5 contains 146242 members 
Mstep: Class 6 contains 60103 members 
Mstep: Class 7 contains 63773 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142111 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116080 members 
Mstep: Class 15 contains 174115 members 
Mstep: Class 16 contains 89754 members 
Mstep: Class 17 contains 79218 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21109 members 
Mstep: Class 20 contains 150108 members 
Mstep: Class 21 contains 117182 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359280.000000 Penalty: 73593.648438
Iteration 448Q: 22 clusters Score -1.803593e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183891 members 
Mstep: Class 5 contains 146234 members 
Mstep: Class 6 contains 60104 members 
Mstep: Class 7 contains 63779 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142095 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116090 members 
Mstep: Class 15 contains 174138 members 
Mstep: Class 16 contains 89742 members 
Mstep: Class 17 contains 79223 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21112 members 
Mstep: Class 20 contains 150093 members 
Mstep: Class 21 contains 117163 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359344.000000 Penalty: 73593.648438
Iteration 449Q: 22 clusters Score -1.803593e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183853 members 
Mstep: Class 5 contains 146236 members 
Mstep: Class 6 contains 60096 members 
Mstep: Class 7 contains 63781 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142066 members 
Mstep: Class 10 contains 10525 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116098 members 
Mstep: Class 15 contains 174157 members 
Mstep: Class 16 contains 89740 members 
Mstep: Class 17 contains 79224 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21105 members 
Mstep: Class 20 contains 150102 members 
Mstep: Class 21 contains 117159 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359616.000000 Penalty: 73593.648438
Iteration 450Q: 22 clusters Score -1.803596e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183807 members 
Mstep: Class 5 contains 146248 members 
Mstep: Class 6 contains 60091 members 
Mstep: Class 7 contains 63783 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142043 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116100 members 
Mstep: Class 15 contains 174169 members 
Mstep: Class 16 contains 89737 members 
Mstep: Class 17 contains 79226 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 150099 members 
Mstep: Class 21 contains 117146 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359504.000000 Penalty: 73593.648438
Iteration 451Q: 22 clusters Score -1.803595e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183765 members 
Mstep: Class 5 contains 146244 members 
Mstep: Class 6 contains 60092 members 
Mstep: Class 7 contains 63783 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142026 members 
Mstep: Class 10 contains 10641 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116105 members 
Mstep: Class 15 contains 174183 members 
Mstep: Class 16 contains 89731 members 
Mstep: Class 17 contains 79230 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 150105 members 
Mstep: Class 21 contains 117131 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359792.000000 Penalty: 73593.648438
Iteration 452Q: 22 clusters Score -1.803598e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183726 members 
Mstep: Class 5 contains 146241 members 
Mstep: Class 6 contains 60088 members 
Mstep: Class 7 contains 63783 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142024 members 
Mstep: Class 10 contains 10712 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116106 members 
Mstep: Class 15 contains 174198 members 
Mstep: Class 16 contains 89725 members 
Mstep: Class 17 contains 79234 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 150095 members 
Mstep: Class 21 contains 117106 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359808.000000 Penalty: 73593.648438
Iteration 453Q: 22 clusters Score -1.803598e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183701 members 
Mstep: Class 5 contains 146242 members 
Mstep: Class 6 contains 60082 members 
Mstep: Class 7 contains 63777 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142010 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116103 members 
Mstep: Class 15 contains 174209 members 
Mstep: Class 16 contains 89724 members 
Mstep: Class 17 contains 79237 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 150079 members 
Mstep: Class 21 contains 117096 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359584.000000 Penalty: 73593.648438
Iteration 454Q: 22 clusters Score -1.803596e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183669 members 
Mstep: Class 5 contains 146248 members 
Mstep: Class 6 contains 60075 members 
Mstep: Class 7 contains 63776 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 142006 members 
Mstep: Class 10 contains 10840 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116102 members 
Mstep: Class 15 contains 174220 members 
Mstep: Class 16 contains 89722 members 
Mstep: Class 17 contains 79235 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21112 members 
Mstep: Class 20 contains 150069 members 
Mstep: Class 21 contains 117076 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359536.000000 Penalty: 73593.648438
Iteration 455Q: 22 clusters Score -1.803595e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183624 members 
Mstep: Class 5 contains 146255 members 
Mstep: Class 6 contains 60071 members 
Mstep: Class 7 contains 63776 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141990 members 
Mstep: Class 10 contains 10911 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 174248 members 
Mstep: Class 16 contains 89724 members 
Mstep: Class 17 contains 79231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 150058 members 
Mstep: Class 21 contains 117055 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359600.000000 Penalty: 73593.648438
Iteration 456Q: 22 clusters Score -1.803596e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183578 members 
Mstep: Class 5 contains 146259 members 
Mstep: Class 6 contains 60068 members 
Mstep: Class 7 contains 63782 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141977 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116099 members 
Mstep: Class 15 contains 174269 members 
Mstep: Class 16 contains 89727 members 
Mstep: Class 17 contains 79228 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21116 members 
Mstep: Class 20 contains 150048 members 
Mstep: Class 21 contains 117030 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359664.000000 Penalty: 73593.648438
Iteration 457Q: 22 clusters Score -1.803597e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183537 members 
Mstep: Class 5 contains 146262 members 
Mstep: Class 6 contains 60063 members 
Mstep: Class 7 contains 63786 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141960 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 174277 members 
Mstep: Class 16 contains 89729 members 
Mstep: Class 17 contains 79229 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21116 members 
Mstep: Class 20 contains 150039 members 
Mstep: Class 21 contains 117011 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359728.000000 Penalty: 73593.648438
Iteration 458Q: 22 clusters Score -1.803597e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183508 members 
Mstep: Class 5 contains 146259 members 
Mstep: Class 6 contains 60058 members 
Mstep: Class 7 contains 63786 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141942 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 174274 members 
Mstep: Class 16 contains 89724 members 
Mstep: Class 17 contains 79233 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 150026 members 
Mstep: Class 21 contains 117002 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359856.000000 Penalty: 73593.648438
Iteration 459Q: 22 clusters Score -1.803599e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183486 members 
Mstep: Class 5 contains 146246 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141930 members 
Mstep: Class 10 contains 11200 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 116095 members 
Mstep: Class 15 contains 174279 members 
Mstep: Class 16 contains 89720 members 
Mstep: Class 17 contains 79234 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21121 members 
Mstep: Class 20 contains 150007 members 
Mstep: Class 21 contains 116992 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359680.000000 Penalty: 73593.648438
Iteration 460F: 22 clusters Score -1.803597e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183480 members 
Mstep: Class 5 contains 146239 members 
Mstep: Class 6 contains 60044 members 
Mstep: Class 7 contains 63787 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141921 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116092 members 
Mstep: Class 15 contains 174290 members 
Mstep: Class 16 contains 89715 members 
Mstep: Class 17 contains 79232 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21124 members 
Mstep: Class 20 contains 149972 members 
Mstep: Class 21 contains 116976 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359776.000000 Penalty: 73593.648438
Iteration 461Q: 22 clusters Score -1.803598e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183477 members 
Mstep: Class 5 contains 146235 members 
Mstep: Class 6 contains 60036 members 
Mstep: Class 7 contains 63786 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141902 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116095 members 
Mstep: Class 15 contains 174289 members 
Mstep: Class 16 contains 89709 members 
Mstep: Class 17 contains 79231 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21123 members 
Mstep: Class 20 contains 149945 members 
Mstep: Class 21 contains 116968 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359744.000000 Penalty: 73593.648438
Iteration 462Q: 22 clusters Score -1.803597e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183465 members 
Mstep: Class 5 contains 146241 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63787 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141887 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116092 members 
Mstep: Class 15 contains 174291 members 
Mstep: Class 16 contains 89698 members 
Mstep: Class 17 contains 79227 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 149911 members 
Mstep: Class 21 contains 116958 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359616.000000 Penalty: 73593.648438
Iteration 463Q: 22 clusters Score -1.803596e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183450 members 
Mstep: Class 5 contains 146234 members 
Mstep: Class 6 contains 60038 members 
Mstep: Class 7 contains 63794 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141876 members 
Mstep: Class 10 contains 11505 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116096 members 
Mstep: Class 15 contains 174294 members 
Mstep: Class 16 contains 89693 members 
Mstep: Class 17 contains 79235 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 21 contains 116946 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359616.000000 Penalty: 73593.648438
Iteration 464Q: 22 clusters Score -1.803596e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183425 members 
Mstep: Class 5 contains 146232 members 
Mstep: Class 6 contains 60036 members 
Mstep: Class 7 contains 63799 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141870 members 
Mstep: Class 10 contains 11573 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116093 members 
Mstep: Class 15 contains 174317 members 
Mstep: Class 16 contains 89692 members 
Mstep: Class 17 contains 79223 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 21 contains 116928 members 
Mstep: Class 22 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359776.000000 Penalty: 73593.648438
Iteration 465Q: 22 clusters Score -1.803598e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183401 members 
Mstep: Class 5 contains 146239 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63799 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141866 members 
Mstep: Class 10 contains 11632 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116091 members 
Mstep: Class 15 contains 174332 members 
Mstep: Class 16 contains 89692 members 
Mstep: Class 17 contains 79222 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 149809 members 
Mstep: Class 21 contains 116915 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359792.000000 Penalty: 73593.648438
Iteration 466Q: 22 clusters Score -1.803598e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183383 members 
Mstep: Class 5 contains 146239 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63799 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141870 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116093 members 
Mstep: Class 15 contains 174337 members 
Mstep: Class 16 contains 89694 members 
Mstep: Class 17 contains 79225 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 149755 members 
Mstep: Class 21 contains 116901 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359696.000000 Penalty: 73593.648438
Iteration 467Q: 22 clusters Score -1.803597e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183380 members 
Mstep: Class 5 contains 146233 members 
Mstep: Class 6 contains 60031 members 
Mstep: Class 7 contains 63797 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141875 members 
Mstep: Class 10 contains 11764 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116098 members 
Mstep: Class 15 contains 174334 members 
Mstep: Class 16 contains 89698 members 
Mstep: Class 17 contains 79225 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 149701 members 
Mstep: Class 21 contains 116899 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359888.000000 Penalty: 73593.648438
Iteration 468Q: 22 clusters Score -1.803599e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183369 members 
Mstep: Class 5 contains 146231 members 
Mstep: Class 6 contains 60030 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141883 members 
Mstep: Class 10 contains 11818 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 174326 members 
Mstep: Class 16 contains 89698 members 
Mstep: Class 17 contains 79228 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21115 members 
Mstep: Class 20 contains 149665 members 
Mstep: Class 21 contains 116893 members 
Mstep: Class 22 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359792.000000 Penalty: 73593.648438
Iteration 469Q: 22 clusters Score -1.803598e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183358 members 
Mstep: Class 5 contains 146226 members 
Mstep: Class 6 contains 60029 members 
Mstep: Class 7 contains 63796 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141882 members 
Mstep: Class 10 contains 11884 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116089 members 
Mstep: Class 15 contains 174344 members 
Mstep: Class 16 contains 89696 members 
Mstep: Class 17 contains 79234 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21114 members 
Mstep: Class 20 contains 149613 members 
Mstep: Class 21 contains 116884 members 
Mstep: Class 22 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359696.000000 Penalty: 73593.648438
Iteration 470Q: 22 clusters Score -1.803597e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183350 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63792 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141864 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116092 members 
Mstep: Class 15 contains 174352 members 
Mstep: Class 16 contains 89692 members 
Mstep: Class 17 contains 79233 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21112 members 
Mstep: Class 20 contains 149589 members 
Mstep: Class 21 contains 116877 members 
Mstep: Class 22 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359456.000000 Penalty: 73593.648438
Iteration 471Q: 22 clusters Score -1.803595e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183345 members 
Mstep: Class 5 contains 146222 members 
Mstep: Class 6 contains 60032 members 
Mstep: Class 7 contains 63791 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141849 members 
Mstep: Class 10 contains 11998 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 116090 members 
Mstep: Class 15 contains 174357 members 
Mstep: Class 16 contains 89694 members 
Mstep: Class 17 contains 79227 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21111 members 
Mstep: Class 20 contains 149564 members 
Mstep: Class 21 contains 116868 members 
Mstep: Class 22 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359344.000000 Penalty: 73593.648438
Iteration 472Q: 22 clusters Score -1.803593e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183330 members 
Mstep: Class 5 contains 146212 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63790 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141840 members 
Mstep: Class 10 contains 12050 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 116088 members 
Mstep: Class 15 contains 174369 members 
Mstep: Class 16 contains 89693 members 
Mstep: Class 17 contains 79229 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21116 members 
Mstep: Class 20 contains 149539 members 
Mstep: Class 21 contains 116857 members 
Mstep: Class 22 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359536.000000 Penalty: 73593.648438
Iteration 473Q: 22 clusters Score -1.803595e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183320 members 
Mstep: Class 5 contains 146206 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63791 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141824 members 
Mstep: Class 10 contains 12118 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116082 members 
Mstep: Class 15 contains 174376 members 
Mstep: Class 16 contains 89695 members 
Mstep: Class 17 contains 79227 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 149506 members 
Mstep: Class 21 contains 116846 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359600.000000 Penalty: 73593.648438
Iteration 474Q: 22 clusters Score -1.803596e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183297 members 
Mstep: Class 5 contains 146201 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63789 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141808 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116089 members 
Mstep: Class 15 contains 174393 members 
Mstep: Class 16 contains 89694 members 
Mstep: Class 17 contains 79218 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21122 members 
Mstep: Class 20 contains 149482 members 
Mstep: Class 21 contains 116829 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359568.000000 Penalty: 73593.648438
Iteration 475Q: 22 clusters Score -1.803596e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183274 members 
Mstep: Class 5 contains 146196 members 
Mstep: Class 6 contains 60034 members 
Mstep: Class 7 contains 63787 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141790 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116085 members 
Mstep: Class 15 contains 174416 members 
Mstep: Class 16 contains 89690 members 
Mstep: Class 17 contains 79209 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21130 members 
Mstep: Class 20 contains 149446 members 
Mstep: Class 21 contains 116826 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359392.000000 Penalty: 73593.648438
Iteration 476Q: 22 clusters Score -1.803594e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183248 members 
Mstep: Class 5 contains 146180 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63787 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141775 members 
Mstep: Class 10 contains 12341 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116089 members 
Mstep: Class 15 contains 174412 members 
Mstep: Class 16 contains 89699 members 
Mstep: Class 17 contains 79205 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 149419 members 
Mstep: Class 21 contains 116821 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359344.000000 Penalty: 73593.648438
Iteration 477Q: 22 clusters Score -1.803593e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183229 members 
Mstep: Class 5 contains 146171 members 
Mstep: Class 6 contains 60033 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141751 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116091 members 
Mstep: Class 15 contains 174415 members 
Mstep: Class 16 contains 89702 members 
Mstep: Class 17 contains 79199 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 149386 members 
Mstep: Class 21 contains 116819 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359344.000000 Penalty: 73593.648438
Iteration 478Q: 22 clusters Score -1.803593e+08 nChanged 278
Entering ConstructFrom: 
Score: -180359344.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -43100.281250 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -43100.28 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 192 members 
Entering Unmasked Estep 
Score: -41850.414062 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -41850.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42018.691406 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -42018.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42090.414062 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -42090.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42126.566406 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -42126.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42163.367188 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -42163.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42175.218750 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -42175.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42184.480469 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -42184.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42184.480469 Penalty: 2950.225586
	Iteration 7F: 3 clusters Score -42184.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -71402.843750 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -71402.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69808.125000 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -69808.12 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70055.765625 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -70055.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70155.132812 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -70155.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70201.078125 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -70201.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70234.414062 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -70234.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70274.335938 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -70274.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70309.632812 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -70309.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70331.359375 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -70331.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70345.359375 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -70345.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70348.867188 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -70348.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70349.664062 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -70349.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70351.140625 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -70351.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70351.140625 Penalty: 3175.350830
	Iteration 12F: 3 clusters Score -70351.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -105168.335938 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -105168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103306.312500 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -103306.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103614.578125 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -103614.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103726.062500 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -103726.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103813.718750 Penalty: 3343.883545
	Iteration 3Q: 3 clusters Score -103813.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103877.835938 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -103877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103910.476562 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -103910.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103942.335938 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -103942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103973.664062 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -103973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103994.335938 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104005.609375 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104021.906250 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104034.296875 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -104034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104044.867188 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -104044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104052.132812 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -104052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104057.132812 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -104057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104059.625000 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -104059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104072.179688 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104104.921875 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104121.609375 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104137.898438 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -104137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104156.531250 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -104156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104166.171875 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -104166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104172.210938 Penalty: 3343.883545
	Iteration 22Q: 3 clusters Score -104172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104176.882812 Penalty: 3343.883545
	Iteration 23Q: 3 clusters Score -104176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104178.351562 Penalty: 3343.883545
	Iteration 24Q: 3 clusters Score -104178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104178.351562 Penalty: 3343.883545
	Iteration 25F: 3 clusters Score -104178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Entering Unmasked Estep 
Score: -24728382.000000 Penalty: 3005.350830
	Iteration 0F: 2 clusters Score -2.472838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -24620588.000000 Penalty: 6010.701660
	Iteration 0F: 3 clusters Score -2.462059e+07 nChanged 87878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -24671996.000000 Penalty: 6010.701660
	Iteration 1F: 3 clusters Score -2.4672e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -24673562.000000 Penalty: 6010.701660
	Iteration 2Q: 3 clusters Score -2.467356e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -24675868.000000 Penalty: 6010.701660
	Iteration 3Q: 3 clusters Score -2.467587e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -24680088.000000 Penalty: 6010.701660
	Iteration 4F: 3 clusters Score -2.468009e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -24687354.000000 Penalty: 6010.701660
	Iteration 5F: 3 clusters Score -2.468735e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -24698930.000000 Penalty: 6010.701660
	Iteration 6F: 3 clusters Score -2.469893e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -24711530.000000 Penalty: 6010.701660
	Iteration 7F: 3 clusters Score -2.471153e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -24722182.000000 Penalty: 6010.701660
	Iteration 8F: 3 clusters Score -2.472218e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -24727488.000000 Penalty: 6010.701660
	Iteration 9Q: 3 clusters Score -2.472749e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -24729116.000000 Penalty: 6010.701660
	Iteration 10Q: 3 clusters Score -2.472912e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -24729788.000000 Penalty: 6010.701660
	Iteration 11Q: 3 clusters Score -2.472979e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -24730162.000000 Penalty: 6010.701660
	Iteration 12Q: 3 clusters Score -2.473016e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -24730464.000000 Penalty: 6010.701660
	Iteration 13Q: 3 clusters Score -2.473046e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -24730626.000000 Penalty: 6010.701660
	Iteration 14Q: 3 clusters Score -2.473063e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -24730630.000000 Penalty: 6010.701660
	Iteration 15Q: 3 clusters Score -2.473063e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -24730610.000000 Penalty: 6010.701660
	Iteration 16Q: 3 clusters Score -2.473061e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168400 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -24730624.000000 Penalty: 6010.701660
	Iteration 17Q: 3 clusters Score -2.473062e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -24730400.000000 Penalty: 6010.701660
	Iteration 18Q: 3 clusters Score -2.47304e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171448 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -24730216.000000 Penalty: 6010.701660
	Iteration 19Q: 3 clusters Score -2.473022e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172765 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -24730166.000000 Penalty: 6010.701660
	Iteration 20F: 3 clusters Score -2.473017e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -24729878.000000 Penalty: 6010.701660
	Iteration 21Q: 3 clusters Score -2.472988e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -24729756.000000 Penalty: 6010.701660
	Iteration 22Q: 3 clusters Score -2.472976e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -24729438.000000 Penalty: 6010.701660
	Iteration 23Q: 3 clusters Score -2.472944e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176643 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -24729264.000000 Penalty: 6010.701660
	Iteration 24Q: 3 clusters Score -2.472926e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -24728996.000000 Penalty: 6010.701660
	Iteration 25Q: 3 clusters Score -2.4729e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -24728614.000000 Penalty: 6010.701660
	Iteration 26Q: 3 clusters Score -2.472861e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178497 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -24728370.000000 Penalty: 6010.701660
	Iteration 27Q: 3 clusters Score -2.472837e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -24728194.000000 Penalty: 6010.701660
	Iteration 28Q: 3 clusters Score -2.472819e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179400 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -24728078.000000 Penalty: 6010.701660
	Iteration 29Q: 3 clusters Score -2.472808e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -24727894.000000 Penalty: 6010.701660
	Iteration 30Q: 3 clusters Score -2.472789e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -24727878.000000 Penalty: 6010.701660
	Iteration 31Q: 3 clusters Score -2.472788e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180343 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -24727718.000000 Penalty: 6010.701660
	Iteration 32Q: 3 clusters Score -2.472772e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180569 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -24727650.000000 Penalty: 6010.701660
	Iteration 33Q: 3 clusters Score -2.472765e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -24727630.000000 Penalty: 6010.701660
	Iteration 34Q: 3 clusters Score -2.472763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -24727540.000000 Penalty: 6010.701660
	Iteration 35Q: 3 clusters Score -2.472754e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181001 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -24727546.000000 Penalty: 6010.701660
	Iteration 36Q: 3 clusters Score -2.472755e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -24727522.000000 Penalty: 6010.701660
	Iteration 37Q: 3 clusters Score -2.472752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -24727486.000000 Penalty: 6010.701660
	Iteration 38Q: 3 clusters Score -2.472749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181255 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -24727412.000000 Penalty: 6010.701660
	Iteration 39Q: 3 clusters Score -2.472741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181301 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -24727344.000000 Penalty: 6010.701660
	Iteration 40F: 3 clusters Score -2.472734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181339 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -24727346.000000 Penalty: 6010.701660
	Iteration 41Q: 3 clusters Score -2.472735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181364 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -24727332.000000 Penalty: 6010.701660
	Iteration 42Q: 3 clusters Score -2.472733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -24727340.000000 Penalty: 6010.701660
	Iteration 43Q: 3 clusters Score -2.472734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -24727314.000000 Penalty: 6010.701660
	Iteration 44Q: 3 clusters Score -2.472731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24727300.000000 Penalty: 6010.701660
	Iteration 45Q: 3 clusters Score -2.47273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181416 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24727308.000000 Penalty: 6010.701660
	Iteration 46Q: 3 clusters Score -2.472731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24727304.000000 Penalty: 6010.701660
	Iteration 47Q: 3 clusters Score -2.47273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24727304.000000 Penalty: 6010.701660
	Iteration 48F: 3 clusters Score -2.47273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146162 members 
Entering Unmasked Estep 
Score: -19731336.000000 Penalty: 2949.333008
	Iteration 0F: 2 clusters Score -1.973134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -19634032.000000 Penalty: 5898.666016
	Iteration 0F: 3 clusters Score -1.963403e+07 nChanged 69846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -19675462.000000 Penalty: 5898.666016
	Iteration 1F: 3 clusters Score -1.967546e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -19677118.000000 Penalty: 5898.666016
	Iteration 2Q: 3 clusters Score -1.967712e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -19680294.000000 Penalty: 5898.666016
	Iteration 3Q: 3 clusters Score -1.968029e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -19685858.000000 Penalty: 5898.666016
	Iteration 4F: 3 clusters Score -1.968586e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -19694710.000000 Penalty: 5898.666016
	Iteration 5F: 3 clusters Score -1.969471e+07 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117523 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -19706576.000000 Penalty: 5898.666016
	Iteration 6F: 3 clusters Score -1.970658e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -19716848.000000 Penalty: 5898.666016
	Iteration 7F: 3 clusters Score -1.971685e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -19722806.000000 Penalty: 5898.666016
	Iteration 8Q: 3 clusters Score -1.972281e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -19725300.000000 Penalty: 5898.666016
	Iteration 9Q: 3 clusters Score -1.97253e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -19726492.000000 Penalty: 5898.666016
	Iteration 10Q: 3 clusters Score -1.972649e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -19727106.000000 Penalty: 5898.666016
	Iteration 11Q: 3 clusters Score -1.972711e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -19727480.000000 Penalty: 5898.666016
	Iteration 12Q: 3 clusters Score -1.972748e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139921 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -19727802.000000 Penalty: 5898.666016
	Iteration 13Q: 3 clusters Score -1.97278e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -19728012.000000 Penalty: 5898.666016
	Iteration 14Q: 3 clusters Score -1.972801e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141331 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -19728240.000000 Penalty: 5898.666016
	Iteration 15Q: 3 clusters Score -1.972824e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141862 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -19728402.000000 Penalty: 5898.666016
	Iteration 16Q: 3 clusters Score -1.97284e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -19728572.000000 Penalty: 5898.666016
	Iteration 17Q: 3 clusters Score -1.972857e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -19728690.000000 Penalty: 5898.666016
	Iteration 18Q: 3 clusters Score -1.972869e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142926 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -19728780.000000 Penalty: 5898.666016
	Iteration 19Q: 3 clusters Score -1.972878e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -19728812.000000 Penalty: 5898.666016
	Iteration 20F: 3 clusters Score -1.972881e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19728860.000000 Penalty: 5898.666016
	Iteration 21Q: 3 clusters Score -1.972886e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19728926.000000 Penalty: 5898.666016
	Iteration 22Q: 3 clusters Score -1.972893e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19728986.000000 Penalty: 5898.666016
	Iteration 23Q: 3 clusters Score -1.972899e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -19728966.000000 Penalty: 5898.666016
	Iteration 24Q: 3 clusters Score -1.972897e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -19728978.000000 Penalty: 5898.666016
	Iteration 25Q: 3 clusters Score -1.972898e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144058 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19729014.000000 Penalty: 5898.666016
	Iteration 26Q: 3 clusters Score -1.972901e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19729050.000000 Penalty: 5898.666016
	Iteration 27Q: 3 clusters Score -1.972905e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19729060.000000 Penalty: 5898.666016
	Iteration 28Q: 3 clusters Score -1.972906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19729044.000000 Penalty: 5898.666016
	Iteration 29Q: 3 clusters Score -1.972904e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19729078.000000 Penalty: 5898.666016
	Iteration 30Q: 3 clusters Score -1.972908e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19729076.000000 Penalty: 5898.666016
	Iteration 31Q: 3 clusters Score -1.972908e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19729086.000000 Penalty: 5898.666016
	Iteration 32Q: 3 clusters Score -1.972909e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19729126.000000 Penalty: 5898.666016
	Iteration 33Q: 3 clusters Score -1.972913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19729132.000000 Penalty: 5898.666016
	Iteration 34Q: 3 clusters Score -1.972913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19729154.000000 Penalty: 5898.666016
	Iteration 35Q: 3 clusters Score -1.972915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19729156.000000 Penalty: 5898.666016
	Iteration 36Q: 3 clusters Score -1.972916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19729168.000000 Penalty: 5898.666016
	Iteration 37Q: 3 clusters Score -1.972917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19729142.000000 Penalty: 5898.666016
	Iteration 38Q: 3 clusters Score -1.972914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -19729156.000000 Penalty: 5898.666016
	Iteration 39Q: 3 clusters Score -1.972916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19729178.000000 Penalty: 5898.666016
	Iteration 40F: 3 clusters Score -1.972918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19729190.000000 Penalty: 5898.666016
	Iteration 41Q: 3 clusters Score -1.972919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19729196.000000 Penalty: 5898.666016
	Iteration 42Q: 3 clusters Score -1.97292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 43Q: 3 clusters Score -1.972921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19729196.000000 Penalty: 5898.666016
	Iteration 44Q: 3 clusters Score -1.97292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19729204.000000 Penalty: 5898.666016
	Iteration 45Q: 3 clusters Score -1.97292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19729196.000000 Penalty: 5898.666016
	Iteration 46Q: 3 clusters Score -1.97292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144746 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 47Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19729218.000000 Penalty: 5898.666016
	Iteration 48Q: 3 clusters Score -1.972922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19729222.000000 Penalty: 5898.666016
	Iteration 49Q: 3 clusters Score -1.972922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19729228.000000 Penalty: 5898.666016
	Iteration 50Q: 3 clusters Score -1.972923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19729210.000000 Penalty: 5898.666016
	Iteration 51Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19729218.000000 Penalty: 5898.666016
	Iteration 52Q: 3 clusters Score -1.972922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19729206.000000 Penalty: 5898.666016
	Iteration 53Q: 3 clusters Score -1.972921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 54Q: 3 clusters Score -1.972921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19729204.000000 Penalty: 5898.666016
	Iteration 55Q: 3 clusters Score -1.97292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19729212.000000 Penalty: 5898.666016
	Iteration 56Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19729210.000000 Penalty: 5898.666016
	Iteration 57Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -19729210.000000 Penalty: 5898.666016
	Iteration 58Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19729220.000000 Penalty: 5898.666016
	Iteration 59Q: 3 clusters Score -1.972922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144771 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 60F: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 61Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144775 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19729202.000000 Penalty: 5898.666016
	Iteration 62Q: 3 clusters Score -1.97292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19729204.000000 Penalty: 5898.666016
	Iteration 63Q: 3 clusters Score -1.97292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19729202.000000 Penalty: 5898.666016
	Iteration 64Q: 3 clusters Score -1.97292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19729200.000000 Penalty: 5898.666016
	Iteration 65Q: 3 clusters Score -1.97292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19729216.000000 Penalty: 5898.666016
	Iteration 66Q: 3 clusters Score -1.972922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19729210.000000 Penalty: 5898.666016
	Iteration 67Q: 3 clusters Score -1.972921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144817 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 68Q: 3 clusters Score -1.972921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19729216.000000 Penalty: 5898.666016
	Iteration 69Q: 3 clusters Score -1.972922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19729220.000000 Penalty: 5898.666016
	Iteration 70Q: 3 clusters Score -1.972922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19729202.000000 Penalty: 5898.666016
	Iteration 71Q: 3 clusters Score -1.97292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19729206.000000 Penalty: 5898.666016
	Iteration 72Q: 3 clusters Score -1.972921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19729216.000000 Penalty: 5898.666016
	Iteration 73Q: 3 clusters Score -1.972922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19729206.000000 Penalty: 5898.666016
	Iteration 74Q: 3 clusters Score -1.972921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19729220.000000 Penalty: 5898.666016
	Iteration 75Q: 3 clusters Score -1.972922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19729208.000000 Penalty: 5898.666016
	Iteration 76Q: 3 clusters Score -1.972921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19729232.000000 Penalty: 5898.666016
	Iteration 77Q: 3 clusters Score -1.972923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19729238.000000 Penalty: 5898.666016
	Iteration 78Q: 3 clusters Score -1.972924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144879 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19729246.000000 Penalty: 5898.666016
	Iteration 79Q: 3 clusters Score -1.972925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19729238.000000 Penalty: 5898.666016
	Iteration 80F: 3 clusters Score -1.972924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144895 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19729242.000000 Penalty: 5898.666016
	Iteration 81Q: 3 clusters Score -1.972924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19729246.000000 Penalty: 5898.666016
	Iteration 82Q: 3 clusters Score -1.972925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19729238.000000 Penalty: 5898.666016
	Iteration 83Q: 3 clusters Score -1.972924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19729228.000000 Penalty: 5898.666016
	Iteration 84Q: 3 clusters Score -1.972923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19729230.000000 Penalty: 5898.666016
	Iteration 85Q: 3 clusters Score -1.972923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19729228.000000 Penalty: 5898.666016
	Iteration 86Q: 3 clusters Score -1.972923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144927 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19729220.000000 Penalty: 5898.666016
	Iteration 87Q: 3 clusters Score -1.972922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144930 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19729224.000000 Penalty: 5898.666016
	Iteration 88Q: 3 clusters Score -1.972922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144931 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19729220.000000 Penalty: 5898.666016
	Iteration 89Q: 3 clusters Score -1.972922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19729232.000000 Penalty: 5898.666016
	Iteration 90Q: 3 clusters Score -1.972923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19729232.000000 Penalty: 5898.666016
	Iteration 91F: 3 clusters Score -1.972923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Entering Unmasked Estep 
Score: -8149692.500000 Penalty: 2728.665283
	Iteration 0F: 2 clusters Score -8149692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -8109342.000000 Penalty: 5457.330566
	Iteration 0F: 3 clusters Score -8109342 nChanged 28059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -8125242.500000 Penalty: 5457.330566
	Iteration 1F: 3 clusters Score -8125242 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -8125952.500000 Penalty: 5457.330566
	Iteration 2Q: 3 clusters Score -8125952 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8126972.500000 Penalty: 5457.330566
	Iteration 3Q: 3 clusters Score -8126972 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -8128474.000000 Penalty: 5457.330566
	Iteration 4F: 3 clusters Score -8128474 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8130896.500000 Penalty: 5457.330566
	Iteration 5F: 3 clusters Score -8130896 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -8134353.500000 Penalty: 5457.330566
	Iteration 6F: 3 clusters Score -8134354 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -8138573.500000 Penalty: 5457.330566
	Iteration 7F: 3 clusters Score -8138574 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -8142471.500000 Penalty: 5457.330566
	Iteration 8F: 3 clusters Score -8142472 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -8145121.000000 Penalty: 5457.330566
	Iteration 9Q: 3 clusters Score -8145121 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -8146416.500000 Penalty: 5457.330566
	Iteration 10Q: 3 clusters Score -8146416 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -8146931.500000 Penalty: 5457.330566
	Iteration 11Q: 3 clusters Score -8146932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -8147131.000000 Penalty: 5457.330566
	Iteration 12Q: 3 clusters Score -8147131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8147238.500000 Penalty: 5457.330566
	Iteration 13Q: 3 clusters Score -8147238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -8147301.000000 Penalty: 5457.330566
	Iteration 14Q: 3 clusters Score -8147301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -8147320.500000 Penalty: 5457.330566
	Iteration 15Q: 3 clusters Score -8147320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -8147340.000000 Penalty: 5457.330566
	Iteration 16Q: 3 clusters Score -8147340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -8147345.000000 Penalty: 5457.330566
	Iteration 17Q: 3 clusters Score -8147345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -8147346.500000 Penalty: 5457.330566
	Iteration 18Q: 3 clusters Score -8147346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -8147350.000000 Penalty: 5457.330566
	Iteration 19Q: 3 clusters Score -8147350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -8147351.000000 Penalty: 5457.330566
	Iteration 20F: 3 clusters Score -8147351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -8147361.500000 Penalty: 5457.330566
	Iteration 21Q: 3 clusters Score -8147362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -8147359.500000 Penalty: 5457.330566
	Iteration 22Q: 3 clusters Score -8147360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -8147363.000000 Penalty: 5457.330566
	Iteration 23Q: 3 clusters Score -8147363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -8147363.500000 Penalty: 5457.330566
	Iteration 24Q: 3 clusters Score -8147364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -8147363.500000 Penalty: 5457.330566
	Iteration 25F: 3 clusters Score -8147364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Entering Unmasked Estep 
Score: -8318528.500000 Penalty: 2743.691895
	Iteration 0F: 2 clusters Score -8318528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -8275788.500000 Penalty: 5487.383789
	Iteration 0F: 3 clusters Score -8275788 nChanged 29690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -8292334.000000 Penalty: 5487.383789
	Iteration 1F: 3 clusters Score -8292334 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -8292830.000000 Penalty: 5487.383789
	Iteration 2Q: 3 clusters Score -8292830 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -8293334.500000 Penalty: 5487.383789
	Iteration 3Q: 3 clusters Score -8293334 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -8293762.500000 Penalty: 5487.383789
	Iteration 4Q: 3 clusters Score -8293762 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8294243.000000 Penalty: 5487.383789
	Iteration 5Q: 3 clusters Score -8294243 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8294696.500000 Penalty: 5487.383789
	Iteration 6Q: 3 clusters Score -8294696 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -8295332.000000 Penalty: 5487.383789
	Iteration 7Q: 3 clusters Score -8295332 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8296286.500000 Penalty: 5487.383789
	Iteration 8Q: 3 clusters Score -8296286 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8297880.000000 Penalty: 5487.383789
	Iteration 9Q: 3 clusters Score -8297880 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8300226.500000 Penalty: 5487.383789
	Iteration 10F: 3 clusters Score -8300226 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -8303709.000000 Penalty: 5487.383789
	Iteration 11F: 3 clusters Score -8303709 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -8307770.500000 Penalty: 5487.383789
	Iteration 12F: 3 clusters Score -8307770 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -8311718.000000 Penalty: 5487.383789
	Iteration 13F: 3 clusters Score -8311718 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8314367.500000 Penalty: 5487.383789
	Iteration 14Q: 3 clusters Score -8314368 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8315588.500000 Penalty: 5487.383789
	Iteration 15Q: 3 clusters Score -8315588 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -8315960.000000 Penalty: 5487.383789
	Iteration 16Q: 3 clusters Score -8315960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -8316065.000000 Penalty: 5487.383789
	Iteration 17Q: 3 clusters Score -8316065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8316125.000000 Penalty: 5487.383789
	Iteration 18Q: 3 clusters Score -8316125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -8316176.500000 Penalty: 5487.383789
	Iteration 19Q: 3 clusters Score -8316176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -8316187.500000 Penalty: 5487.383789
	Iteration 20F: 3 clusters Score -8316188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -8316200.500000 Penalty: 5487.383789
	Iteration 21Q: 3 clusters Score -8316200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8316225.500000 Penalty: 5487.383789
	Iteration 22Q: 3 clusters Score -8316226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -8316228.500000 Penalty: 5487.383789
	Iteration 23Q: 3 clusters Score -8316228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8316233.000000 Penalty: 5487.383789
	Iteration 24Q: 3 clusters Score -8316233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -8316234.000000 Penalty: 5487.383789
	Iteration 25Q: 3 clusters Score -8316234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -8316234.000000 Penalty: 5487.383789
	Iteration 26F: 3 clusters Score -8316234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -155557.484375 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -155557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -153442.984375 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -153443 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153909.093750 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -153909.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154358.453125 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -154358.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -154998.250000 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -154998.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155317.625000 Penalty: 3540.877930
	Iteration 4F: 3 clusters Score -155317.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -155570.546875 Penalty: 3540.877930
	Iteration 5F: 3 clusters Score -155570.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -155716.218750 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -155716.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -155769.906250 Penalty: 3540.877930
	Iteration 7Q: 3 clusters Score -155769.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -155804.265625 Penalty: 3540.877930
	Iteration 8Q: 3 clusters Score -155804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -155848.781250 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -155848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -155893.828125 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -155893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -155931.093750 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -155931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -155988.468750 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -155988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -156015.140625 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -156015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -156022.640625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -156022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -156022.640625 Penalty: 3540.877930
	Iteration 15F: 3 clusters Score -156022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183203 members 
Mstep: Class 5 contains 146162 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1016 members 
Mstep: Class 9 contains 141738 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116091 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 174418 members 
Mstep: Class 16 contains 89705 members 
Mstep: Class 17 contains 79192 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 149355 members 
Mstep: Class 21 contains 116806 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
Score: -180358416.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180359344.000000 to -180358416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (141738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Entering Unmasked Estep 
Score: -19020054.000000 Penalty: 2941.710449
	Iteration 0F: 2 clusters Score -1.902005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -18925654.000000 Penalty: 5883.420898
	Iteration 0F: 3 clusters Score -1.892565e+07 nChanged 67751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -18964828.000000 Penalty: 5883.420898
	Iteration 1F: 3 clusters Score -1.896483e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -18965812.000000 Penalty: 5883.420898
	Iteration 2Q: 3 clusters Score -1.896581e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -18967400.000000 Penalty: 5883.420898
	Iteration 3Q: 3 clusters Score -1.89674e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -18970748.000000 Penalty: 5883.420898
	Iteration 4Q: 3 clusters Score -1.897075e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -18976320.000000 Penalty: 5883.420898
	Iteration 5F: 3 clusters Score -1.897632e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -18985644.000000 Penalty: 5883.420898
	Iteration 6F: 3 clusters Score -1.898564e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 103895 members 
Entering Unmasked Estep 
Score: -18997434.000000 Penalty: 5883.420898
	Iteration 7F: 3 clusters Score -1.899743e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -19007682.000000 Penalty: 5883.420898
	Iteration 8F: 3 clusters Score -1.900768e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -19011560.000000 Penalty: 5883.420898
	Iteration 9Q: 3 clusters Score -1.901156e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -19012678.000000 Penalty: 5883.420898
	Iteration 10Q: 3 clusters Score -1.901268e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -19013310.000000 Penalty: 5883.420898
	Iteration 11Q: 3 clusters Score -1.901331e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -19013780.000000 Penalty: 5883.420898
	Iteration 12Q: 3 clusters Score -1.901378e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -19014240.000000 Penalty: 5883.420898
	Iteration 13Q: 3 clusters Score -1.901424e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -19014576.000000 Penalty: 5883.420898
	Iteration 14Q: 3 clusters Score -1.901458e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -19015090.000000 Penalty: 5883.420898
	Iteration 15Q: 3 clusters Score -1.901509e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -19015400.000000 Penalty: 5883.420898
	Iteration 16Q: 3 clusters Score -1.90154e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -19015628.000000 Penalty: 5883.420898
	Iteration 17Q: 3 clusters Score -1.901563e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -19015886.000000 Penalty: 5883.420898
	Iteration 18Q: 3 clusters Score -1.901589e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -19016132.000000 Penalty: 5883.420898
	Iteration 19Q: 3 clusters Score -1.901613e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -19016380.000000 Penalty: 5883.420898
	Iteration 20F: 3 clusters Score -1.901638e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -19016592.000000 Penalty: 5883.420898
	Iteration 21Q: 3 clusters Score -1.901659e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -19016764.000000 Penalty: 5883.420898
	Iteration 22Q: 3 clusters Score -1.901676e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -19016890.000000 Penalty: 5883.420898
	Iteration 23Q: 3 clusters Score -1.901689e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -19017032.000000 Penalty: 5883.420898
	Iteration 24Q: 3 clusters Score -1.901703e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -19017188.000000 Penalty: 5883.420898
	Iteration 25Q: 3 clusters Score -1.901719e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -19017342.000000 Penalty: 5883.420898
	Iteration 26Q: 3 clusters Score -1.901734e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 127724 members 
Entering Unmasked Estep 
Score: -19017472.000000 Penalty: 5883.420898
	Iteration 27Q: 3 clusters Score -1.901747e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -19017580.000000 Penalty: 5883.420898
	Iteration 28Q: 3 clusters Score -1.901758e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 128740 members 
Entering Unmasked Estep 
Score: -19017660.000000 Penalty: 5883.420898
	Iteration 29Q: 3 clusters Score -1.901766e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 129210 members 
Entering Unmasked Estep 
Score: -19017736.000000 Penalty: 5883.420898
	Iteration 30Q: 3 clusters Score -1.901774e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -19017860.000000 Penalty: 5883.420898
	Iteration 31Q: 3 clusters Score -1.901786e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -19017958.000000 Penalty: 5883.420898
	Iteration 32Q: 3 clusters Score -1.901796e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 130527 members 
Entering Unmasked Estep 
Score: -19018088.000000 Penalty: 5883.420898
	Iteration 33Q: 3 clusters Score -1.901809e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 130917 members 
Entering Unmasked Estep 
Score: -19018120.000000 Penalty: 5883.420898
	Iteration 34Q: 3 clusters Score -1.901812e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -19018202.000000 Penalty: 5883.420898
	Iteration 35Q: 3 clusters Score -1.90182e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -19018318.000000 Penalty: 5883.420898
	Iteration 36Q: 3 clusters Score -1.901832e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 131946 members 
Entering Unmasked Estep 
Score: -19018426.000000 Penalty: 5883.420898
	Iteration 37Q: 3 clusters Score -1.901843e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 132261 members 
Entering Unmasked Estep 
Score: -19018440.000000 Penalty: 5883.420898
	Iteration 38Q: 3 clusters Score -1.901844e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 132561 members 
Entering Unmasked Estep 
Score: -19018500.000000 Penalty: 5883.420898
	Iteration 39Q: 3 clusters Score -1.90185e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -19018506.000000 Penalty: 5883.420898
	Iteration 40F: 3 clusters Score -1.901851e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -19018570.000000 Penalty: 5883.420898
	Iteration 41Q: 3 clusters Score -1.901857e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
Score: -19018624.000000 Penalty: 5883.420898
	Iteration 42Q: 3 clusters Score -1.901862e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -19018660.000000 Penalty: 5883.420898
	Iteration 43Q: 3 clusters Score -1.901866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -19018678.000000 Penalty: 5883.420898
	Iteration 44Q: 3 clusters Score -1.901868e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -19018746.000000 Penalty: 5883.420898
	Iteration 45Q: 3 clusters Score -1.901875e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -19018774.000000 Penalty: 5883.420898
	Iteration 46Q: 3 clusters Score -1.901877e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -19018792.000000 Penalty: 5883.420898
	Iteration 47Q: 3 clusters Score -1.901879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 134523 members 
Entering Unmasked Estep 
Score: -19018828.000000 Penalty: 5883.420898
	Iteration 48Q: 3 clusters Score -1.901883e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -19018782.000000 Penalty: 5883.420898
	Iteration 49Q: 3 clusters Score -1.901878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -19018788.000000 Penalty: 5883.420898
	Iteration 50Q: 3 clusters Score -1.901879e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 134904 members 
Entering Unmasked Estep 
Score: -19018812.000000 Penalty: 5883.420898
	Iteration 51Q: 3 clusters Score -1.901881e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -19018776.000000 Penalty: 5883.420898
	Iteration 52Q: 3 clusters Score -1.901878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -19018826.000000 Penalty: 5883.420898
	Iteration 53Q: 3 clusters Score -1.901883e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -19018810.000000 Penalty: 5883.420898
	Iteration 54Q: 3 clusters Score -1.901881e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -19018822.000000 Penalty: 5883.420898
	Iteration 55Q: 3 clusters Score -1.901882e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 135355 members 
Entering Unmasked Estep 
Score: -19018806.000000 Penalty: 5883.420898
	Iteration 56Q: 3 clusters Score -1.901881e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -19018792.000000 Penalty: 5883.420898
	Iteration 57Q: 3 clusters Score -1.901879e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 135496 members 
Entering Unmasked Estep 
Score: -19018836.000000 Penalty: 5883.420898
	Iteration 58Q: 3 clusters Score -1.901884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -19018830.000000 Penalty: 5883.420898
	Iteration 59Q: 3 clusters Score -1.901883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 135593 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 5883.420898
	Iteration 60F: 3 clusters Score -1.901886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
Score: -19018880.000000 Penalty: 5883.420898
	Iteration 61Q: 3 clusters Score -1.901888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -19018854.000000 Penalty: 5883.420898
	Iteration 62Q: 3 clusters Score -1.901885e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -19018858.000000 Penalty: 5883.420898
	Iteration 63Q: 3 clusters Score -1.901886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -19018860.000000 Penalty: 5883.420898
	Iteration 64Q: 3 clusters Score -1.901886e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -19018850.000000 Penalty: 5883.420898
	Iteration 65Q: 3 clusters Score -1.901885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -19018858.000000 Penalty: 5883.420898
	Iteration 66Q: 3 clusters Score -1.901886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 135865 members 
Entering Unmasked Estep 
Score: -19018864.000000 Penalty: 5883.420898
	Iteration 67Q: 3 clusters Score -1.901886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 135885 members 
Entering Unmasked Estep 
Score: -19018844.000000 Penalty: 5883.420898
	Iteration 68Q: 3 clusters Score -1.901884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -19018832.000000 Penalty: 5883.420898
	Iteration 69Q: 3 clusters Score -1.901883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 135917 members 
Entering Unmasked Estep 
Score: -19018840.000000 Penalty: 5883.420898
	Iteration 70Q: 3 clusters Score -1.901884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 135930 members 
Entering Unmasked Estep 
Score: -19018852.000000 Penalty: 5883.420898
	Iteration 71Q: 3 clusters Score -1.901885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -19018848.000000 Penalty: 5883.420898
	Iteration 72Q: 3 clusters Score -1.901885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 135945 members 
Entering Unmasked Estep 
Score: -19018854.000000 Penalty: 5883.420898
	Iteration 73Q: 3 clusters Score -1.901885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -19018848.000000 Penalty: 5883.420898
	Iteration 74Q: 3 clusters Score -1.901885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -19018852.000000 Penalty: 5883.420898
	Iteration 75Q: 3 clusters Score -1.901885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 76Q: 3 clusters Score -1.901887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 135991 members 
Entering Unmasked Estep 
Score: -19018886.000000 Penalty: 5883.420898
	Iteration 77Q: 3 clusters Score -1.901889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -19018878.000000 Penalty: 5883.420898
	Iteration 78Q: 3 clusters Score -1.901888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 79Q: 3 clusters Score -1.901887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 5883.420898
	Iteration 80F: 3 clusters Score -1.901886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -19018888.000000 Penalty: 5883.420898
	Iteration 81Q: 3 clusters Score -1.901889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -19018868.000000 Penalty: 5883.420898
	Iteration 82Q: 3 clusters Score -1.901887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -19018860.000000 Penalty: 5883.420898
	Iteration 83Q: 3 clusters Score -1.901886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -19018866.000000 Penalty: 5883.420898
	Iteration 84Q: 3 clusters Score -1.901887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -19018866.000000 Penalty: 5883.420898
	Iteration 85Q: 3 clusters Score -1.901887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
Score: -19018868.000000 Penalty: 5883.420898
	Iteration 86Q: 3 clusters Score -1.901887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 136060 members 
Entering Unmasked Estep 
Score: -19018868.000000 Penalty: 5883.420898
	Iteration 87Q: 3 clusters Score -1.901887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 136071 members 
Entering Unmasked Estep 
Score: -19018886.000000 Penalty: 5883.420898
	Iteration 88Q: 3 clusters Score -1.901889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -19018882.000000 Penalty: 5883.420898
	Iteration 89Q: 3 clusters Score -1.901888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -19018870.000000 Penalty: 5883.420898
	Iteration 90Q: 3 clusters Score -1.901887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 136102 members 
Entering Unmasked Estep 
Score: -19018856.000000 Penalty: 5883.420898
	Iteration 91Q: 3 clusters Score -1.901886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -19018866.000000 Penalty: 5883.420898
	Iteration 92Q: 3 clusters Score -1.901887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 93Q: 3 clusters Score -1.90189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -19018906.000000 Penalty: 5883.420898
	Iteration 94Q: 3 clusters Score -1.901891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -19018916.000000 Penalty: 5883.420898
	Iteration 95Q: 3 clusters Score -1.901892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -19018898.000000 Penalty: 5883.420898
	Iteration 96Q: 3 clusters Score -1.90189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 136191 members 
Entering Unmasked Estep 
Score: -19018910.000000 Penalty: 5883.420898
	Iteration 97Q: 3 clusters Score -1.901891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -19018932.000000 Penalty: 5883.420898
	Iteration 98Q: 3 clusters Score -1.901893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -19018918.000000 Penalty: 5883.420898
	Iteration 99Q: 3 clusters Score -1.901892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 136221 members 
Entering Unmasked Estep 
Score: -19018930.000000 Penalty: 5883.420898
	Iteration 100F: 3 clusters Score -1.901893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -19018920.000000 Penalty: 5883.420898
	Iteration 101Q: 3 clusters Score -1.901892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -19018926.000000 Penalty: 5883.420898
	Iteration 102Q: 3 clusters Score -1.901893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 136252 members 
Entering Unmasked Estep 
Score: -19018924.000000 Penalty: 5883.420898
	Iteration 103Q: 3 clusters Score -1.901892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 136258 members 
Entering Unmasked Estep 
Score: -19018920.000000 Penalty: 5883.420898
	Iteration 104Q: 3 clusters Score -1.901892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -19018930.000000 Penalty: 5883.420898
	Iteration 105Q: 3 clusters Score -1.901893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -19018924.000000 Penalty: 5883.420898
	Iteration 106Q: 3 clusters Score -1.901892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -19018926.000000 Penalty: 5883.420898
	Iteration 107Q: 3 clusters Score -1.901893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -19018918.000000 Penalty: 5883.420898
	Iteration 108Q: 3 clusters Score -1.901892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -19018912.000000 Penalty: 5883.420898
	Iteration 109Q: 3 clusters Score -1.901891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -19018918.000000 Penalty: 5883.420898
	Iteration 110Q: 3 clusters Score -1.901892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -19018930.000000 Penalty: 5883.420898
	Iteration 111Q: 3 clusters Score -1.901893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 136299 members 
Entering Unmasked Estep 
Score: -19018934.000000 Penalty: 5883.420898
	Iteration 112Q: 3 clusters Score -1.901893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 136305 members 
Entering Unmasked Estep 
Score: -19018924.000000 Penalty: 5883.420898
	Iteration 113Q: 3 clusters Score -1.901892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -19018934.000000 Penalty: 5883.420898
	Iteration 114Q: 3 clusters Score -1.901893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 136323 members 
Entering Unmasked Estep 
Score: -19018948.000000 Penalty: 5883.420898
	Iteration 115Q: 3 clusters Score -1.901895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -19018946.000000 Penalty: 5883.420898
	Iteration 116Q: 3 clusters Score -1.901895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -19018972.000000 Penalty: 5883.420898
	Iteration 117Q: 3 clusters Score -1.901897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -19018956.000000 Penalty: 5883.420898
	Iteration 118Q: 3 clusters Score -1.901896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -19018972.000000 Penalty: 5883.420898
	Iteration 119Q: 3 clusters Score -1.901897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -19018968.000000 Penalty: 5883.420898
	Iteration 120F: 3 clusters Score -1.901897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -19018958.000000 Penalty: 5883.420898
	Iteration 121Q: 3 clusters Score -1.901896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -19018938.000000 Penalty: 5883.420898
	Iteration 122Q: 3 clusters Score -1.901894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 136458 members 
Entering Unmasked Estep 
Score: -19018938.000000 Penalty: 5883.420898
	Iteration 123Q: 3 clusters Score -1.901894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 136486 members 
Entering Unmasked Estep 
Score: -19018936.000000 Penalty: 5883.420898
	Iteration 124Q: 3 clusters Score -1.901894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 136514 members 
Entering Unmasked Estep 
Score: -19018924.000000 Penalty: 5883.420898
	Iteration 125Q: 3 clusters Score -1.901892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 136550 members 
Entering Unmasked Estep 
Score: -19018932.000000 Penalty: 5883.420898
	Iteration 126Q: 3 clusters Score -1.901893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -19018926.000000 Penalty: 5883.420898
	Iteration 127Q: 3 clusters Score -1.901893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 136614 members 
Entering Unmasked Estep 
Score: -19018948.000000 Penalty: 5883.420898
	Iteration 128Q: 3 clusters Score -1.901895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 136638 members 
Entering Unmasked Estep 
Score: -19018916.000000 Penalty: 5883.420898
	Iteration 129Q: 3 clusters Score -1.901892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 130Q: 3 clusters Score -1.90189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -19018922.000000 Penalty: 5883.420898
	Iteration 131Q: 3 clusters Score -1.901892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -19018920.000000 Penalty: 5883.420898
	Iteration 132Q: 3 clusters Score -1.901892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 136734 members 
Entering Unmasked Estep 
Score: -19018908.000000 Penalty: 5883.420898
	Iteration 133Q: 3 clusters Score -1.901891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -19018926.000000 Penalty: 5883.420898
	Iteration 134Q: 3 clusters Score -1.901893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -19018906.000000 Penalty: 5883.420898
	Iteration 135Q: 3 clusters Score -1.901891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 136804 members 
Entering Unmasked Estep 
Score: -19018918.000000 Penalty: 5883.420898
	Iteration 136Q: 3 clusters Score -1.901892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 136809 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 137Q: 3 clusters Score -1.90189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -19018906.000000 Penalty: 5883.420898
	Iteration 138Q: 3 clusters Score -1.901891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 139Q: 3 clusters Score -1.901889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 136825 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 140F: 3 clusters Score -1.90189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -19018900.000000 Penalty: 5883.420898
	Iteration 141Q: 3 clusters Score -1.90189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -19018914.000000 Penalty: 5883.420898
	Iteration 142Q: 3 clusters Score -1.901891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 136862 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 143Q: 3 clusters Score -1.90189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -19018908.000000 Penalty: 5883.420898
	Iteration 144Q: 3 clusters Score -1.901891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -19018908.000000 Penalty: 5883.420898
	Iteration 145Q: 3 clusters Score -1.901891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -19018914.000000 Penalty: 5883.420898
	Iteration 146Q: 3 clusters Score -1.901891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 147Q: 3 clusters Score -1.90189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 136898 members 
Entering Unmasked Estep 
Score: -19018900.000000 Penalty: 5883.420898
	Iteration 148Q: 3 clusters Score -1.90189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -19018896.000000 Penalty: 5883.420898
	Iteration 149Q: 3 clusters Score -1.90189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -19018908.000000 Penalty: 5883.420898
	Iteration 150Q: 3 clusters Score -1.901891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 136916 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 151Q: 3 clusters Score -1.90189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 136920 members 
Entering Unmasked Estep 
Score: -19018914.000000 Penalty: 5883.420898
	Iteration 152Q: 3 clusters Score -1.901891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -19018914.000000 Penalty: 5883.420898
	Iteration 153Q: 3 clusters Score -1.901891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 136926 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 154Q: 3 clusters Score -1.90189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 136931 members 
Entering Unmasked Estep 
Score: -19018898.000000 Penalty: 5883.420898
	Iteration 155Q: 3 clusters Score -1.90189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -19018898.000000 Penalty: 5883.420898
	Iteration 156Q: 3 clusters Score -1.90189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 136938 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 157Q: 3 clusters Score -1.90189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 136943 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 158Q: 3 clusters Score -1.90189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 136945 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 159Q: 3 clusters Score -1.901889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 136948 members 
Entering Unmasked Estep 
Score: -19018890.000000 Penalty: 5883.420898
	Iteration 160F: 3 clusters Score -1.901889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -19018892.000000 Penalty: 5883.420898
	Iteration 161Q: 3 clusters Score -1.901889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -19018898.000000 Penalty: 5883.420898
	Iteration 162Q: 3 clusters Score -1.90189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -19018896.000000 Penalty: 5883.420898
	Iteration 163Q: 3 clusters Score -1.90189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 164Q: 3 clusters Score -1.90189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -19018912.000000 Penalty: 5883.420898
	Iteration 165Q: 3 clusters Score -1.901891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -19018904.000000 Penalty: 5883.420898
	Iteration 166Q: 3 clusters Score -1.90189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 167Q: 3 clusters Score -1.901889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 136972 members 
Entering Unmasked Estep 
Score: -19018896.000000 Penalty: 5883.420898
	Iteration 168Q: 3 clusters Score -1.90189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19018886.000000 Penalty: 5883.420898
	Iteration 169Q: 3 clusters Score -1.901889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 136978 members 
Entering Unmasked Estep 
Score: -19018890.000000 Penalty: 5883.420898
	Iteration 170Q: 3 clusters Score -1.901889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 171Q: 3 clusters Score -1.901887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -19018884.000000 Penalty: 5883.420898
	Iteration 172Q: 3 clusters Score -1.901888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 136993 members 
Entering Unmasked Estep 
Score: -19018882.000000 Penalty: 5883.420898
	Iteration 173Q: 3 clusters Score -1.901888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -19018874.000000 Penalty: 5883.420898
	Iteration 174Q: 3 clusters Score -1.901887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 5883.420898
	Iteration 175Q: 3 clusters Score -1.901888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -19018886.000000 Penalty: 5883.420898
	Iteration 176Q: 3 clusters Score -1.901889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 137019 members 
Entering Unmasked Estep 
Score: -19018884.000000 Penalty: 5883.420898
	Iteration 177Q: 3 clusters Score -1.901888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 137031 members 
Entering Unmasked Estep 
Score: -19018888.000000 Penalty: 5883.420898
	Iteration 178Q: 3 clusters Score -1.901889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -19018884.000000 Penalty: 5883.420898
	Iteration 179Q: 3 clusters Score -1.901888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 137055 members 
Entering Unmasked Estep 
Score: -19018878.000000 Penalty: 5883.420898
	Iteration 180F: 3 clusters Score -1.901888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 137066 members 
Entering Unmasked Estep 
Score: -19018896.000000 Penalty: 5883.420898
	Iteration 181Q: 3 clusters Score -1.90189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
Score: -19018902.000000 Penalty: 5883.420898
	Iteration 182Q: 3 clusters Score -1.90189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 183Q: 3 clusters Score -1.901889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 184Q: 3 clusters Score -1.901889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 137111 members 
Entering Unmasked Estep 
Score: -19018874.000000 Penalty: 5883.420898
	Iteration 185Q: 3 clusters Score -1.901887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 137116 members 
Entering Unmasked Estep 
Score: -19018888.000000 Penalty: 5883.420898
	Iteration 186Q: 3 clusters Score -1.901889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 137121 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 5883.420898
	Iteration 187Q: 3 clusters Score -1.901888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -19018886.000000 Penalty: 5883.420898
	Iteration 188Q: 3 clusters Score -1.901889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 5883.420898
	Iteration 189Q: 3 clusters Score -1.901888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 190Q: 3 clusters Score -1.901887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -19018870.000000 Penalty: 5883.420898
	Iteration 191Q: 3 clusters Score -1.901887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -19018868.000000 Penalty: 5883.420898
	Iteration 192Q: 3 clusters Score -1.901887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 193Q: 3 clusters Score -1.901887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -19018894.000000 Penalty: 5883.420898
	Iteration 194Q: 3 clusters Score -1.901889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -19018888.000000 Penalty: 5883.420898
	Iteration 195Q: 3 clusters Score -1.901889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -19018870.000000 Penalty: 5883.420898
	Iteration 196Q: 3 clusters Score -1.901887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 137207 members 
Entering Unmasked Estep 
Score: -19018864.000000 Penalty: 5883.420898
	Iteration 197Q: 3 clusters Score -1.901886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 137215 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 5883.420898
	Iteration 198Q: 3 clusters Score -1.901888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 199Q: 3 clusters Score -1.901887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 137221 members 
Entering Unmasked Estep 
Score: -19018872.000000 Penalty: 5883.420898
	Iteration 200F: 3 clusters Score -1.901887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 5883.420898
	Iteration 201Q: 3 clusters Score -1.901886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 137227 members 
Entering Unmasked Estep 
Score: -19018864.000000 Penalty: 5883.420898
	Iteration 202Q: 3 clusters Score -1.901886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -19018870.000000 Penalty: 5883.420898
	Iteration 203Q: 3 clusters Score -1.901887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 137240 members 
Entering Unmasked Estep 
Score: -19018862.000000 Penalty: 5883.420898
	Iteration 204Q: 3 clusters Score -1.901886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -19018852.000000 Penalty: 5883.420898
	Iteration 205Q: 3 clusters Score -1.901885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -19018860.000000 Penalty: 5883.420898
	Iteration 206Q: 3 clusters Score -1.901886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 137256 members 
Entering Unmasked Estep 
Score: -19018846.000000 Penalty: 5883.420898
	Iteration 207Q: 3 clusters Score -1.901885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -19018838.000000 Penalty: 5883.420898
	Iteration 208Q: 3 clusters Score -1.901884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 137259 members 
Entering Unmasked Estep 
Score: -19018838.000000 Penalty: 5883.420898
	Iteration 209Q: 3 clusters Score -1.901884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
Score: -19018842.000000 Penalty: 5883.420898
	Iteration 210Q: 3 clusters Score -1.901884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -19018854.000000 Penalty: 5883.420898
	Iteration 211Q: 3 clusters Score -1.901885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -19018836.000000 Penalty: 5883.420898
	Iteration 212Q: 3 clusters Score -1.901884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -19018836.000000 Penalty: 5883.420898
	Iteration 213F: 3 clusters Score -1.901884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -1755620.500000 Penalty: 2339.880615
	Iteration 0F: 2 clusters Score -1755620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1746294.000000 Penalty: 4679.761230
	Iteration 0F: 3 clusters Score -1746294 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1749203.000000 Penalty: 4679.761230
	Iteration 1F: 3 clusters Score -1749203 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1749513.125000 Penalty: 4679.761230
	Iteration 2F: 3 clusters Score -1749513 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1749723.500000 Penalty: 4679.761230
	Iteration 3Q: 3 clusters Score -1749724 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1749846.250000 Penalty: 4679.761230
	Iteration 4Q: 3 clusters Score -1749846 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1749970.125000 Penalty: 4679.761230
	Iteration 5Q: 3 clusters Score -1749970 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1750086.875000 Penalty: 4679.761230
	Iteration 6Q: 3 clusters Score -1750087 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1750214.375000 Penalty: 4679.761230
	Iteration 7Q: 3 clusters Score -1750214 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1750403.750000 Penalty: 4679.761230
	Iteration 8Q: 3 clusters Score -1750404 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1750625.125000 Penalty: 4679.761230
	Iteration 9Q: 3 clusters Score -1750625 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1750870.250000 Penalty: 4679.761230
	Iteration 10Q: 3 clusters Score -1750870 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1751220.500000 Penalty: 4679.761230
	Iteration 11Q: 3 clusters Score -1751220 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1751642.625000 Penalty: 4679.761230
	Iteration 12Q: 3 clusters Score -1751643 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1752118.875000 Penalty: 4679.761230
	Iteration 13Q: 3 clusters Score -1752119 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1752529.625000 Penalty: 4679.761230
	Iteration 14Q: 3 clusters Score -1752530 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1752861.500000 Penalty: 4679.761230
	Iteration 15Q: 3 clusters Score -1752862 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1753095.625000 Penalty: 4679.761230
	Iteration 16Q: 3 clusters Score -1753096 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1753264.625000 Penalty: 4679.761230
	Iteration 17Q: 3 clusters Score -1753265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1753370.625000 Penalty: 4679.761230
	Iteration 18Q: 3 clusters Score -1753371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1753423.250000 Penalty: 4679.761230
	Iteration 19Q: 3 clusters Score -1753423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1753475.750000 Penalty: 4679.761230
	Iteration 20F: 3 clusters Score -1753476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1753511.750000 Penalty: 4679.761230
	Iteration 21Q: 3 clusters Score -1753512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1753530.625000 Penalty: 4679.761230
	Iteration 22Q: 3 clusters Score -1753531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1753545.750000 Penalty: 4679.761230
	Iteration 23Q: 3 clusters Score -1753546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1753559.250000 Penalty: 4679.761230
	Iteration 24Q: 3 clusters Score -1753559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1753574.375000 Penalty: 4679.761230
	Iteration 25Q: 3 clusters Score -1753574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1753579.625000 Penalty: 4679.761230
	Iteration 26Q: 3 clusters Score -1753580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1753579.750000 Penalty: 4679.761230
	Iteration 27Q: 3 clusters Score -1753580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1753579.750000 Penalty: 4679.761230
	Iteration 28F: 3 clusters Score -1753580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -779664.125000 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -779664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -774421.312500 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -774421.3 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -775763.000000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -775763 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -776005.312500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -776005.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -776220.187500 Penalty: 4322.914062
	Iteration 3Q: 3 clusters Score -776220.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -776466.500000 Penalty: 4322.914062
	Iteration 4Q: 3 clusters Score -776466.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -776706.062500 Penalty: 4322.914062
	Iteration 5F: 3 clusters Score -776706.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -776934.500000 Penalty: 4322.914062
	Iteration 6F: 3 clusters Score -776934.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -777137.875000 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -777137.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -777361.375000 Penalty: 4322.914062
	Iteration 8F: 3 clusters Score -777361.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -777577.562500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -777577.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -777774.187500 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -777774.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -777918.312500 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -777918.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -778019.750000 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -778019.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -778102.687500 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -778102.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -778173.625000 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -778173.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -778227.375000 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -778227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -778264.562500 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -778264.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -778299.875000 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -778299.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -778328.875000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -778328.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -778351.812500 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -778351.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -778370.437500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -778370.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -778385.062500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -778385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -778397.812500 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -778397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -778400.812500 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -778400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -778410.437500 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -778410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -778418.500000 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -778418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -778422.000000 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -778422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -778424.625000 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -778424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -778424.812500 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -778424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -778425.000000 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -778425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -778425.000000 Penalty: 4322.914062
	Iteration 30F: 3 clusters Score -778425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -343782.406250 Penalty: 1948.271240
	Iteration 0F: 2 clusters Score -343782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -340800.156250 Penalty: 3896.542480
	Iteration 0F: 3 clusters Score -340800.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341369.218750 Penalty: 3896.542480
	Iteration 1F: 3 clusters Score -341369.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341506.906250 Penalty: 3896.542480
	Iteration 2F: 3 clusters Score -341506.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -341577.593750 Penalty: 3896.542480
	Iteration 3Q: 3 clusters Score -341577.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -341627.468750 Penalty: 3896.542480
	Iteration 4Q: 3 clusters Score -341627.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -341669.468750 Penalty: 3896.542480
	Iteration 5Q: 3 clusters Score -341669.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -341699.875000 Penalty: 3896.542480
	Iteration 6Q: 3 clusters Score -341699.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -341719.593750 Penalty: 3896.542480
	Iteration 7Q: 3 clusters Score -341719.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -341733.062500 Penalty: 3896.542480
	Iteration 8Q: 3 clusters Score -341733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -341742.156250 Penalty: 3896.542480
	Iteration 9Q: 3 clusters Score -341742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -341747.718750 Penalty: 3896.542480
	Iteration 10Q: 3 clusters Score -341747.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -341759.281250 Penalty: 3896.542480
	Iteration 11Q: 3 clusters Score -341759.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -341766.718750 Penalty: 3896.542480
	Iteration 12Q: 3 clusters Score -341766.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -341773.750000 Penalty: 3896.542480
	Iteration 13Q: 3 clusters Score -341773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -341778.000000 Penalty: 3896.542480
	Iteration 14Q: 3 clusters Score -341778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -341782.093750 Penalty: 3896.542480
	Iteration 15Q: 3 clusters Score -341782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -341784.781250 Penalty: 3896.542480
	Iteration 16Q: 3 clusters Score -341784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -341787.218750 Penalty: 3896.542480
	Iteration 17Q: 3 clusters Score -341787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -341789.500000 Penalty: 3896.542480
	Iteration 18Q: 3 clusters Score -341789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -341793.375000 Penalty: 3896.542480
	Iteration 19Q: 3 clusters Score -341793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -341796.125000 Penalty: 3896.542480
	Iteration 20F: 3 clusters Score -341796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -341796.000000 Penalty: 3896.542480
	Iteration 21Q: 3 clusters Score -341796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -341797.156250 Penalty: 3896.542480
	Iteration 22Q: 3 clusters Score -341797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -341797.781250 Penalty: 3896.542480
	Iteration 23Q: 3 clusters Score -341797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -341797.906250 Penalty: 3896.542480
	Iteration 24Q: 3 clusters Score -341797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -341797.812500 Penalty: 3896.542480
	Iteration 25Q: 3 clusters Score -341797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -341797.812500 Penalty: 3896.542480
	Iteration 26F: 3 clusters Score -341797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Entering Unmasked Estep 
Score: -15684954.000000 Penalty: 2892.208008
	Iteration 0F: 2 clusters Score -1.568495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -15607444.000000 Penalty: 5784.416016
	Iteration 0F: 3 clusters Score -1.560744e+07 nChanged 55143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -15639174.000000 Penalty: 5784.416016
	Iteration 1F: 3 clusters Score -1.563917e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -15639842.000000 Penalty: 5784.416016
	Iteration 2Q: 3 clusters Score -1.563984e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -15640419.000000 Penalty: 5784.416016
	Iteration 3Q: 3 clusters Score -1.564042e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -15641065.000000 Penalty: 5784.416016
	Iteration 4Q: 3 clusters Score -1.564106e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -15641869.000000 Penalty: 5784.416016
	Iteration 5Q: 3 clusters Score -1.564187e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -15642998.000000 Penalty: 5784.416016
	Iteration 6Q: 3 clusters Score -1.5643e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -15644611.000000 Penalty: 5784.416016
	Iteration 7Q: 3 clusters Score -1.564461e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -15647053.000000 Penalty: 5784.416016
	Iteration 8Q: 3 clusters Score -1.564705e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -15650594.000000 Penalty: 5784.416016
	Iteration 9Q: 3 clusters Score -1.565059e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -15655148.000000 Penalty: 5784.416016
	Iteration 10F: 3 clusters Score -1.565515e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -15660376.000000 Penalty: 5784.416016
	Iteration 11F: 3 clusters Score -1.566038e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -15665882.000000 Penalty: 5784.416016
	Iteration 12F: 3 clusters Score -1.566588e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -15670658.000000 Penalty: 5784.416016
	Iteration 13F: 3 clusters Score -1.567066e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -15674599.000000 Penalty: 5784.416016
	Iteration 14Q: 3 clusters Score -1.56746e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -15677499.000000 Penalty: 5784.416016
	Iteration 15Q: 3 clusters Score -1.56775e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15679410.000000 Penalty: 5784.416016
	Iteration 16Q: 3 clusters Score -1.567941e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -15680567.000000 Penalty: 5784.416016
	Iteration 17Q: 3 clusters Score -1.568057e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -15681306.000000 Penalty: 5784.416016
	Iteration 18Q: 3 clusters Score -1.568131e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15681759.000000 Penalty: 5784.416016
	Iteration 19Q: 3 clusters Score -1.568176e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15681952.000000 Penalty: 5784.416016
	Iteration 20F: 3 clusters Score -1.568195e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15682170.000000 Penalty: 5784.416016
	Iteration 21Q: 3 clusters Score -1.568217e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15682275.000000 Penalty: 5784.416016
	Iteration 22Q: 3 clusters Score -1.568228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115372 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15682305.000000 Penalty: 5784.416016
	Iteration 23Q: 3 clusters Score -1.56823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15682345.000000 Penalty: 5784.416016
	Iteration 24Q: 3 clusters Score -1.568234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15682400.000000 Penalty: 5784.416016
	Iteration 25Q: 3 clusters Score -1.56824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15682410.000000 Penalty: 5784.416016
	Iteration 26Q: 3 clusters Score -1.568241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15682422.000000 Penalty: 5784.416016
	Iteration 27Q: 3 clusters Score -1.568242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15682441.000000 Penalty: 5784.416016
	Iteration 28Q: 3 clusters Score -1.568244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115537 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15682450.000000 Penalty: 5784.416016
	Iteration 29Q: 3 clusters Score -1.568245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15682463.000000 Penalty: 5784.416016
	Iteration 30Q: 3 clusters Score -1.568246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15682463.000000 Penalty: 5784.416016
	Iteration 31Q: 3 clusters Score -1.568246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15682471.000000 Penalty: 5784.416016
	Iteration 32Q: 3 clusters Score -1.568247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15682464.000000 Penalty: 5784.416016
	Iteration 33Q: 3 clusters Score -1.568246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15682455.000000 Penalty: 5784.416016
	Iteration 34Q: 3 clusters Score -1.568246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15682464.000000 Penalty: 5784.416016
	Iteration 35Q: 3 clusters Score -1.568246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15682465.000000 Penalty: 5784.416016
	Iteration 36Q: 3 clusters Score -1.568246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15682471.000000 Penalty: 5784.416016
	Iteration 37Q: 3 clusters Score -1.568247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15682480.000000 Penalty: 5784.416016
	Iteration 38Q: 3 clusters Score -1.568248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15682469.000000 Penalty: 5784.416016
	Iteration 39Q: 3 clusters Score -1.568247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15682461.000000 Penalty: 5784.416016
	Iteration 40F: 3 clusters Score -1.568246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15682472.000000 Penalty: 5784.416016
	Iteration 41Q: 3 clusters Score -1.568247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15682463.000000 Penalty: 5784.416016
	Iteration 42Q: 3 clusters Score -1.568246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15682463.000000 Penalty: 5784.416016
	Iteration 43F: 3 clusters Score -1.568246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (174418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Entering Unmasked Estep 
Score: -23353578.000000 Penalty: 2993.164062
	Iteration 0F: 2 clusters Score -2.335358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -23240384.000000 Penalty: 5986.328125
	Iteration 0F: 3 clusters Score -2.324038e+07 nChanged 83720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -23289032.000000 Penalty: 5986.328125
	Iteration 1F: 3 clusters Score -2.328903e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -23289980.000000 Penalty: 5986.328125
	Iteration 2Q: 3 clusters Score -2.328998e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -23290878.000000 Penalty: 5986.328125
	Iteration 3Q: 3 clusters Score -2.329088e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -23292286.000000 Penalty: 5986.328125
	Iteration 4Q: 3 clusters Score -2.329229e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -23294420.000000 Penalty: 5986.328125
	Iteration 5Q: 3 clusters Score -2.329442e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -23297538.000000 Penalty: 5986.328125
	Iteration 6Q: 3 clusters Score -2.329754e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -23302332.000000 Penalty: 5986.328125
	Iteration 7Q: 3 clusters Score -2.330233e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -23309218.000000 Penalty: 5986.328125
	Iteration 8F: 3 clusters Score -2.330922e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -23317306.000000 Penalty: 5986.328125
	Iteration 9F: 3 clusters Score -2.331731e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -23324218.000000 Penalty: 5986.328125
	Iteration 10F: 3 clusters Score -2.332422e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -23328614.000000 Penalty: 5986.328125
	Iteration 11F: 3 clusters Score -2.332861e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -23330424.000000 Penalty: 5986.328125
	Iteration 12Q: 3 clusters Score -2.333042e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -23332052.000000 Penalty: 5986.328125
	Iteration 13Q: 3 clusters Score -2.333205e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -23333350.000000 Penalty: 5986.328125
	Iteration 14Q: 3 clusters Score -2.333335e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -23334840.000000 Penalty: 5986.328125
	Iteration 15Q: 3 clusters Score -2.333484e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -23336238.000000 Penalty: 5986.328125
	Iteration 16Q: 3 clusters Score -2.333624e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -23337592.000000 Penalty: 5986.328125
	Iteration 17Q: 3 clusters Score -2.333759e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -23338950.000000 Penalty: 5986.328125
	Iteration 18Q: 3 clusters Score -2.333895e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -23340316.000000 Penalty: 5986.328125
	Iteration 19Q: 3 clusters Score -2.334032e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -23341662.000000 Penalty: 5986.328125
	Iteration 20F: 3 clusters Score -2.334166e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -23342900.000000 Penalty: 5986.328125
	Iteration 21Q: 3 clusters Score -2.33429e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -23344036.000000 Penalty: 5986.328125
	Iteration 22Q: 3 clusters Score -2.334404e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125797 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -23344972.000000 Penalty: 5986.328125
	Iteration 23Q: 3 clusters Score -2.334497e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -23345924.000000 Penalty: 5986.328125
	Iteration 24Q: 3 clusters Score -2.334592e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -23346656.000000 Penalty: 5986.328125
	Iteration 25Q: 3 clusters Score -2.334666e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133626 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -23347582.000000 Penalty: 5986.328125
	Iteration 26Q: 3 clusters Score -2.334758e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135990 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -23348510.000000 Penalty: 5986.328125
	Iteration 27Q: 3 clusters Score -2.334851e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -23349120.000000 Penalty: 5986.328125
	Iteration 28Q: 3 clusters Score -2.334912e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -23349744.000000 Penalty: 5986.328125
	Iteration 29Q: 3 clusters Score -2.334974e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -23350320.000000 Penalty: 5986.328125
	Iteration 30Q: 3 clusters Score -2.335032e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -23350910.000000 Penalty: 5986.328125
	Iteration 31Q: 3 clusters Score -2.335091e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -23351502.000000 Penalty: 5986.328125
	Iteration 32Q: 3 clusters Score -2.33515e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148380 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -23351870.000000 Penalty: 5986.328125
	Iteration 33Q: 3 clusters Score -2.335187e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -23352182.000000 Penalty: 5986.328125
	Iteration 34Q: 3 clusters Score -2.335218e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -23352434.000000 Penalty: 5986.328125
	Iteration 35Q: 3 clusters Score -2.335243e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -23352584.000000 Penalty: 5986.328125
	Iteration 36Q: 3 clusters Score -2.335258e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -23352812.000000 Penalty: 5986.328125
	Iteration 37Q: 3 clusters Score -2.335281e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -23352836.000000 Penalty: 5986.328125
	Iteration 38Q: 3 clusters Score -2.335284e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -23352870.000000 Penalty: 5986.328125
	Iteration 39Q: 3 clusters Score -2.335287e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -23352904.000000 Penalty: 5986.328125
	Iteration 40F: 3 clusters Score -2.33529e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158664 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -23352962.000000 Penalty: 5986.328125
	Iteration 41Q: 3 clusters Score -2.335296e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -23352994.000000 Penalty: 5986.328125
	Iteration 42Q: 3 clusters Score -2.335299e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160472 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -23353024.000000 Penalty: 5986.328125
	Iteration 43Q: 3 clusters Score -2.335302e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -23353064.000000 Penalty: 5986.328125
	Iteration 44Q: 3 clusters Score -2.335306e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161969 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -23353152.000000 Penalty: 5986.328125
	Iteration 45Q: 3 clusters Score -2.335315e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162641 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -23353296.000000 Penalty: 5986.328125
	Iteration 46Q: 3 clusters Score -2.33533e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -23353302.000000 Penalty: 5986.328125
	Iteration 47Q: 3 clusters Score -2.33533e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -23353342.000000 Penalty: 5986.328125
	Iteration 48Q: 3 clusters Score -2.335334e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -23353358.000000 Penalty: 5986.328125
	Iteration 49Q: 3 clusters Score -2.335336e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -23353314.000000 Penalty: 5986.328125
	Iteration 50Q: 3 clusters Score -2.335331e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -23353298.000000 Penalty: 5986.328125
	Iteration 51Q: 3 clusters Score -2.33533e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -23353250.000000 Penalty: 5986.328125
	Iteration 52Q: 3 clusters Score -2.335325e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -23353224.000000 Penalty: 5986.328125
	Iteration 53Q: 3 clusters Score -2.335322e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -23353246.000000 Penalty: 5986.328125
	Iteration 54Q: 3 clusters Score -2.335325e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -23353246.000000 Penalty: 5986.328125
	Iteration 55Q: 3 clusters Score -2.335325e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166481 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -23353224.000000 Penalty: 5986.328125
	Iteration 56Q: 3 clusters Score -2.335322e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -23353224.000000 Penalty: 5986.328125
	Iteration 57Q: 3 clusters Score -2.335322e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -23353204.000000 Penalty: 5986.328125
	Iteration 58Q: 3 clusters Score -2.33532e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -23353158.000000 Penalty: 5986.328125
	Iteration 59Q: 3 clusters Score -2.335316e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -23353152.000000 Penalty: 5986.328125
	Iteration 60F: 3 clusters Score -2.335315e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -23353186.000000 Penalty: 5986.328125
	Iteration 61Q: 3 clusters Score -2.335319e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -23353168.000000 Penalty: 5986.328125
	Iteration 62Q: 3 clusters Score -2.335317e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -23353158.000000 Penalty: 5986.328125
	Iteration 63Q: 3 clusters Score -2.335316e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167843 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -23353126.000000 Penalty: 5986.328125
	Iteration 64Q: 3 clusters Score -2.335313e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -23353074.000000 Penalty: 5986.328125
	Iteration 65Q: 3 clusters Score -2.335307e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -23353064.000000 Penalty: 5986.328125
	Iteration 66Q: 3 clusters Score -2.335306e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168179 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -23353060.000000 Penalty: 5986.328125
	Iteration 67Q: 3 clusters Score -2.335306e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -23353096.000000 Penalty: 5986.328125
	Iteration 68Q: 3 clusters Score -2.33531e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -23353096.000000 Penalty: 5986.328125
	Iteration 69Q: 3 clusters Score -2.33531e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -23353026.000000 Penalty: 5986.328125
	Iteration 70Q: 3 clusters Score -2.335303e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -23352976.000000 Penalty: 5986.328125
	Iteration 71Q: 3 clusters Score -2.335298e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168790 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -23352976.000000 Penalty: 5986.328125
	Iteration 72Q: 3 clusters Score -2.335298e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168870 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -23352966.000000 Penalty: 5986.328125
	Iteration 73Q: 3 clusters Score -2.335297e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -23352952.000000 Penalty: 5986.328125
	Iteration 74Q: 3 clusters Score -2.335295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -23352942.000000 Penalty: 5986.328125
	Iteration 75Q: 3 clusters Score -2.335294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -23352918.000000 Penalty: 5986.328125
	Iteration 76Q: 3 clusters Score -2.335292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -23352906.000000 Penalty: 5986.328125
	Iteration 77Q: 3 clusters Score -2.335291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -23352904.000000 Penalty: 5986.328125
	Iteration 78Q: 3 clusters Score -2.33529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169204 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -23352920.000000 Penalty: 5986.328125
	Iteration 79Q: 3 clusters Score -2.335292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23352918.000000 Penalty: 5986.328125
	Iteration 80F: 3 clusters Score -2.335292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -23352906.000000 Penalty: 5986.328125
	Iteration 81Q: 3 clusters Score -2.335291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -23352878.000000 Penalty: 5986.328125
	Iteration 82Q: 3 clusters Score -2.335288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -23352870.000000 Penalty: 5986.328125
	Iteration 83Q: 3 clusters Score -2.335287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -23352852.000000 Penalty: 5986.328125
	Iteration 84Q: 3 clusters Score -2.335285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -23352864.000000 Penalty: 5986.328125
	Iteration 85Q: 3 clusters Score -2.335286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -23352838.000000 Penalty: 5986.328125
	Iteration 86Q: 3 clusters Score -2.335284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -23352842.000000 Penalty: 5986.328125
	Iteration 87Q: 3 clusters Score -2.335284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -23352788.000000 Penalty: 5986.328125
	Iteration 88Q: 3 clusters Score -2.335279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -23352800.000000 Penalty: 5986.328125
	Iteration 89Q: 3 clusters Score -2.33528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5986.328125
	Iteration 90Q: 3 clusters Score -2.335282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -23352840.000000 Penalty: 5986.328125
	Iteration 91Q: 3 clusters Score -2.335284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -23352822.000000 Penalty: 5986.328125
	Iteration 92Q: 3 clusters Score -2.335282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -23352788.000000 Penalty: 5986.328125
	Iteration 93Q: 3 clusters Score -2.335279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -23352814.000000 Penalty: 5986.328125
	Iteration 94Q: 3 clusters Score -2.335281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -23352806.000000 Penalty: 5986.328125
	Iteration 95Q: 3 clusters Score -2.335281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -23352780.000000 Penalty: 5986.328125
	Iteration 96Q: 3 clusters Score -2.335278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169626 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -23352768.000000 Penalty: 5986.328125
	Iteration 97Q: 3 clusters Score -2.335277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169640 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -23352772.000000 Penalty: 5986.328125
	Iteration 98Q: 3 clusters Score -2.335277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -23352782.000000 Penalty: 5986.328125
	Iteration 99Q: 3 clusters Score -2.335278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -23352780.000000 Penalty: 5986.328125
	Iteration 100F: 3 clusters Score -2.335278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -23352774.000000 Penalty: 5986.328125
	Iteration 101Q: 3 clusters Score -2.335277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -23352760.000000 Penalty: 5986.328125
	Iteration 102Q: 3 clusters Score -2.335276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -23352738.000000 Penalty: 5986.328125
	Iteration 103Q: 3 clusters Score -2.335274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -23352740.000000 Penalty: 5986.328125
	Iteration 104Q: 3 clusters Score -2.335274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169748 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -23352754.000000 Penalty: 5986.328125
	Iteration 105Q: 3 clusters Score -2.335275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169767 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -23352752.000000 Penalty: 5986.328125
	Iteration 106Q: 3 clusters Score -2.335275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -23352738.000000 Penalty: 5986.328125
	Iteration 107Q: 3 clusters Score -2.335274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -23352758.000000 Penalty: 5986.328125
	Iteration 108Q: 3 clusters Score -2.335276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -23352752.000000 Penalty: 5986.328125
	Iteration 109Q: 3 clusters Score -2.335275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -23352754.000000 Penalty: 5986.328125
	Iteration 110Q: 3 clusters Score -2.335275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169820 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -23352760.000000 Penalty: 5986.328125
	Iteration 111Q: 3 clusters Score -2.335276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -23352768.000000 Penalty: 5986.328125
	Iteration 112Q: 3 clusters Score -2.335277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -23352744.000000 Penalty: 5986.328125
	Iteration 113Q: 3 clusters Score -2.335274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -23352734.000000 Penalty: 5986.328125
	Iteration 114Q: 3 clusters Score -2.335273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -23352740.000000 Penalty: 5986.328125
	Iteration 115Q: 3 clusters Score -2.335274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -23352738.000000 Penalty: 5986.328125
	Iteration 116Q: 3 clusters Score -2.335274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -23352732.000000 Penalty: 5986.328125
	Iteration 117Q: 3 clusters Score -2.335273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -23352732.000000 Penalty: 5986.328125
	Iteration 118Q: 3 clusters Score -2.335273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -23352736.000000 Penalty: 5986.328125
	Iteration 119Q: 3 clusters Score -2.335274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169872 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -23352734.000000 Penalty: 5986.328125
	Iteration 120F: 3 clusters Score -2.335273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -23352742.000000 Penalty: 5986.328125
	Iteration 121Q: 3 clusters Score -2.335274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169881 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -23352712.000000 Penalty: 5986.328125
	Iteration 122Q: 3 clusters Score -2.335271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169884 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -23352716.000000 Penalty: 5986.328125
	Iteration 123Q: 3 clusters Score -2.335272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -23352724.000000 Penalty: 5986.328125
	Iteration 124Q: 3 clusters Score -2.335272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -23352724.000000 Penalty: 5986.328125
	Iteration 125Q: 3 clusters Score -2.335272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -23352716.000000 Penalty: 5986.328125
	Iteration 126Q: 3 clusters Score -2.335272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -23352710.000000 Penalty: 5986.328125
	Iteration 127Q: 3 clusters Score -2.335271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -23352710.000000 Penalty: 5986.328125
	Iteration 128F: 3 clusters Score -2.335271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Entering Unmasked Estep 
Score: -12178057.000000 Penalty: 2828.261719
	Iteration 0F: 2 clusters Score -1.217806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -12117957.000000 Penalty: 5656.523438
	Iteration 0F: 3 clusters Score -1.211796e+07 nChanged 42285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -12142090.000000 Penalty: 5656.523438
	Iteration 1F: 3 clusters Score -1.214209e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -12142653.000000 Penalty: 5656.523438
	Iteration 2Q: 3 clusters Score -1.214265e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -12143240.000000 Penalty: 5656.523438
	Iteration 3Q: 3 clusters Score -1.214324e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -12144019.000000 Penalty: 5656.523438
	Iteration 4Q: 3 clusters Score -1.214402e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -12145369.000000 Penalty: 5656.523438
	Iteration 5Q: 3 clusters Score -1.214537e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -12147735.000000 Penalty: 5656.523438
	Iteration 6F: 3 clusters Score -1.214774e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -12151952.000000 Penalty: 5656.523438
	Iteration 7F: 3 clusters Score -1.215195e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -12158380.000000 Penalty: 5656.523438
	Iteration 8F: 3 clusters Score -1.215838e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -12165859.000000 Penalty: 5656.523438
	Iteration 9F: 3 clusters Score -1.216586e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -12171539.000000 Penalty: 5656.523438
	Iteration 10F: 3 clusters Score -1.217154e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12174202.000000 Penalty: 5656.523438
	Iteration 11Q: 3 clusters Score -1.21742e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12175054.000000 Penalty: 5656.523438
	Iteration 12Q: 3 clusters Score -1.217505e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12175349.000000 Penalty: 5656.523438
	Iteration 13Q: 3 clusters Score -1.217535e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12175471.000000 Penalty: 5656.523438
	Iteration 14Q: 3 clusters Score -1.217547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12175545.000000 Penalty: 5656.523438
	Iteration 15Q: 3 clusters Score -1.217554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12175575.000000 Penalty: 5656.523438
	Iteration 16Q: 3 clusters Score -1.217558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12175596.000000 Penalty: 5656.523438
	Iteration 17Q: 3 clusters Score -1.21756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12175598.000000 Penalty: 5656.523438
	Iteration 18Q: 3 clusters Score -1.21756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12175615.000000 Penalty: 5656.523438
	Iteration 19Q: 3 clusters Score -1.217562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12175611.000000 Penalty: 5656.523438
	Iteration 20F: 3 clusters Score -1.217561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12175614.000000 Penalty: 5656.523438
	Iteration 21Q: 3 clusters Score -1.217561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12175615.000000 Penalty: 5656.523438
	Iteration 22Q: 3 clusters Score -1.217562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12175624.000000 Penalty: 5656.523438
	Iteration 23Q: 3 clusters Score -1.217562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12175633.000000 Penalty: 5656.523438
	Iteration 24Q: 3 clusters Score -1.217563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12175627.000000 Penalty: 5656.523438
	Iteration 25Q: 3 clusters Score -1.217563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12175627.000000 Penalty: 5656.523438
	Iteration 26F: 3 clusters Score -1.217563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Entering Unmasked Estep 
Score: -10767822.000000 Penalty: 2797.348389
	Iteration 0F: 2 clusters Score -1.076782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -10714669.000000 Penalty: 5594.696777
	Iteration 0F: 3 clusters Score -1.071467e+07 nChanged 37296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -10735701.000000 Penalty: 5594.696777
	Iteration 1F: 3 clusters Score -1.07357e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -10736459.000000 Penalty: 5594.696777
	Iteration 2Q: 3 clusters Score -1.073646e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -10737273.000000 Penalty: 5594.696777
	Iteration 3Q: 3 clusters Score -1.073727e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -10738209.000000 Penalty: 5594.696777
	Iteration 4Q: 3 clusters Score -1.073821e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -10739328.000000 Penalty: 5594.696777
	Iteration 5Q: 3 clusters Score -1.073933e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -10741242.000000 Penalty: 5594.696777
	Iteration 6Q: 3 clusters Score -1.074124e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -10744258.000000 Penalty: 5594.696777
	Iteration 7F: 3 clusters Score -1.074426e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -10748355.000000 Penalty: 5594.696777
	Iteration 8F: 3 clusters Score -1.074836e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -10752851.000000 Penalty: 5594.696777
	Iteration 9F: 3 clusters Score -1.075285e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -10755906.000000 Penalty: 5594.696777
	Iteration 10F: 3 clusters Score -1.075591e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -10757543.000000 Penalty: 5594.696777
	Iteration 11Q: 3 clusters Score -1.075754e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -10758352.000000 Penalty: 5594.696777
	Iteration 12Q: 3 clusters Score -1.075835e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -10758935.000000 Penalty: 5594.696777
	Iteration 13Q: 3 clusters Score -1.075894e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -10759537.000000 Penalty: 5594.696777
	Iteration 14Q: 3 clusters Score -1.075954e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -10760139.000000 Penalty: 5594.696777
	Iteration 15Q: 3 clusters Score -1.076014e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -10760732.000000 Penalty: 5594.696777
	Iteration 16Q: 3 clusters Score -1.076073e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -10761232.000000 Penalty: 5594.696777
	Iteration 17Q: 3 clusters Score -1.076123e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -10761682.000000 Penalty: 5594.696777
	Iteration 18Q: 3 clusters Score -1.076168e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -10762142.000000 Penalty: 5594.696777
	Iteration 19Q: 3 clusters Score -1.076214e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -10762581.000000 Penalty: 5594.696777
	Iteration 20F: 3 clusters Score -1.076258e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -10762999.000000 Penalty: 5594.696777
	Iteration 21Q: 3 clusters Score -1.0763e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -10763349.000000 Penalty: 5594.696777
	Iteration 22Q: 3 clusters Score -1.076335e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -10763647.000000 Penalty: 5594.696777
	Iteration 23Q: 3 clusters Score -1.076365e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -10763916.000000 Penalty: 5594.696777
	Iteration 24Q: 3 clusters Score -1.076392e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -10764204.000000 Penalty: 5594.696777
	Iteration 25Q: 3 clusters Score -1.07642e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -10764422.000000 Penalty: 5594.696777
	Iteration 26Q: 3 clusters Score -1.076442e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -10764613.000000 Penalty: 5594.696777
	Iteration 27Q: 3 clusters Score -1.076461e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10764784.000000 Penalty: 5594.696777
	Iteration 28Q: 3 clusters Score -1.076478e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -10764917.000000 Penalty: 5594.696777
	Iteration 29Q: 3 clusters Score -1.076492e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10765028.000000 Penalty: 5594.696777
	Iteration 30Q: 3 clusters Score -1.076503e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10765152.000000 Penalty: 5594.696777
	Iteration 31Q: 3 clusters Score -1.076515e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -10765221.000000 Penalty: 5594.696777
	Iteration 32Q: 3 clusters Score -1.076522e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10765259.000000 Penalty: 5594.696777
	Iteration 33Q: 3 clusters Score -1.076526e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10765296.000000 Penalty: 5594.696777
	Iteration 34Q: 3 clusters Score -1.07653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10765338.000000 Penalty: 5594.696777
	Iteration 35Q: 3 clusters Score -1.076534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10765402.000000 Penalty: 5594.696777
	Iteration 36Q: 3 clusters Score -1.07654e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10765405.000000 Penalty: 5594.696777
	Iteration 37Q: 3 clusters Score -1.07654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10765421.000000 Penalty: 5594.696777
	Iteration 38Q: 3 clusters Score -1.076542e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10765415.000000 Penalty: 5594.696777
	Iteration 39Q: 3 clusters Score -1.076542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10765430.000000 Penalty: 5594.696777
	Iteration 40F: 3 clusters Score -1.076543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10765428.000000 Penalty: 5594.696777
	Iteration 41Q: 3 clusters Score -1.076543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10765437.000000 Penalty: 5594.696777
	Iteration 42Q: 3 clusters Score -1.076544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10765440.000000 Penalty: 5594.696777
	Iteration 43Q: 3 clusters Score -1.076544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10765454.000000 Penalty: 5594.696777
	Iteration 44Q: 3 clusters Score -1.076545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10765475.000000 Penalty: 5594.696777
	Iteration 45Q: 3 clusters Score -1.076548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10765467.000000 Penalty: 5594.696777
	Iteration 46Q: 3 clusters Score -1.076547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10765474.000000 Penalty: 5594.696777
	Iteration 47Q: 3 clusters Score -1.076547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10765474.000000 Penalty: 5594.696777
	Iteration 48Q: 3 clusters Score -1.076547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10765499.000000 Penalty: 5594.696777
	Iteration 49Q: 3 clusters Score -1.07655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10765492.000000 Penalty: 5594.696777
	Iteration 50Q: 3 clusters Score -1.076549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10765496.000000 Penalty: 5594.696777
	Iteration 51Q: 3 clusters Score -1.07655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10765503.000000 Penalty: 5594.696777
	Iteration 52Q: 3 clusters Score -1.07655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10765521.000000 Penalty: 5594.696777
	Iteration 53Q: 3 clusters Score -1.076552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10765527.000000 Penalty: 5594.696777
	Iteration 54Q: 3 clusters Score -1.076553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10765533.000000 Penalty: 5594.696777
	Iteration 55Q: 3 clusters Score -1.076553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10765551.000000 Penalty: 5594.696777
	Iteration 56Q: 3 clusters Score -1.076555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10765549.000000 Penalty: 5594.696777
	Iteration 57Q: 3 clusters Score -1.076555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10765545.000000 Penalty: 5594.696777
	Iteration 58Q: 3 clusters Score -1.076554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10765548.000000 Penalty: 5594.696777
	Iteration 59Q: 3 clusters Score -1.076555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10765552.000000 Penalty: 5594.696777
	Iteration 60F: 3 clusters Score -1.076555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10765548.000000 Penalty: 5594.696777
	Iteration 61Q: 3 clusters Score -1.076555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10765541.000000 Penalty: 5594.696777
	Iteration 62Q: 3 clusters Score -1.076554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10765552.000000 Penalty: 5594.696777
	Iteration 63Q: 3 clusters Score -1.076555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10765562.000000 Penalty: 5594.696777
	Iteration 64Q: 3 clusters Score -1.076556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10765560.000000 Penalty: 5594.696777
	Iteration 65Q: 3 clusters Score -1.076556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10765566.000000 Penalty: 5594.696777
	Iteration 66Q: 3 clusters Score -1.076557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10765566.000000 Penalty: 5594.696777
	Iteration 67F: 3 clusters Score -1.076557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38621.250000 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38621.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37349.105469 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37349.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37524.503906 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37524.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37547.480469 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -37547.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37556.058594 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37556.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37560.730469 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37560.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37561.894531 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37561.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37561.894531 Penalty: 2911.171387
	Iteration 6F: 3 clusters Score -37561.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Entering Unmasked Estep 
Score: -2684278.500000 Penalty: 2469.765625
	Iteration 0F: 2 clusters Score -2684278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2669334.000000 Penalty: 4939.531250
	Iteration 0F: 3 clusters Score -2669334 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2674462.500000 Penalty: 4939.531250
	Iteration 1F: 3 clusters Score -2674462 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2675108.750000 Penalty: 4939.531250
	Iteration 2F: 3 clusters Score -2675109 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2675913.000000 Penalty: 4939.531250
	Iteration 3F: 3 clusters Score -2675913 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2676630.250000 Penalty: 4939.531250
	Iteration 4F: 3 clusters Score -2676630 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2677442.500000 Penalty: 4939.531250
	Iteration 5F: 3 clusters Score -2677442 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2678442.000000 Penalty: 4939.531250
	Iteration 6F: 3 clusters Score -2678442 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2679680.250000 Penalty: 4939.531250
	Iteration 7F: 3 clusters Score -2679680 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2681057.750000 Penalty: 4939.531250
	Iteration 8F: 3 clusters Score -2681058 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2682293.250000 Penalty: 4939.531250
	Iteration 9F: 3 clusters Score -2682293 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2683197.500000 Penalty: 4939.531250
	Iteration 10Q: 3 clusters Score -2683198 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2683714.500000 Penalty: 4939.531250
	Iteration 11Q: 3 clusters Score -2683714 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2684026.250000 Penalty: 4939.531250
	Iteration 12Q: 3 clusters Score -2684026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2684262.500000 Penalty: 4939.531250
	Iteration 13Q: 3 clusters Score -2684262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2684356.000000 Penalty: 4939.531250
	Iteration 14Q: 3 clusters Score -2684356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2684403.000000 Penalty: 4939.531250
	Iteration 15Q: 3 clusters Score -2684403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2684413.750000 Penalty: 4939.531250
	Iteration 16Q: 3 clusters Score -2684414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2684415.750000 Penalty: 4939.531250
	Iteration 17Q: 3 clusters Score -2684416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2684417.750000 Penalty: 4939.531250
	Iteration 18Q: 3 clusters Score -2684418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2684416.500000 Penalty: 4939.531250
	Iteration 19Q: 3 clusters Score -2684416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2684416.500000 Penalty: 4939.531250
	Iteration 20F: 3 clusters Score -2684416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183203 members 
Mstep: Class 5 contains 146162 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141738 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116091 members 
Mstep: Class 14 contains 20334 members 
Mstep: Class 15 contains 174418 members 
Mstep: Class 16 contains 89705 members 
Mstep: Class 17 contains 79192 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 149355 members 
Mstep: Class 21 contains 116806 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
Score: -180358272.000000 Penalty: 77098.109375
Splitting cluster 19 changes total score from -180359344.000000 to -180358272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (149355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149355 members 
Entering Unmasked Estep 
Score: -20022558.000000 Penalty: 2954.692139
	Iteration 0F: 2 clusters Score -2.002256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -19924180.000000 Penalty: 5909.384277
	Iteration 0F: 3 clusters Score -1.992418e+07 nChanged 71580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -19965894.000000 Penalty: 5909.384277
	Iteration 1F: 3 clusters Score -1.996589e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -19966844.000000 Penalty: 5909.384277
	Iteration 2Q: 3 clusters Score -1.996684e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -19967994.000000 Penalty: 5909.384277
	Iteration 3Q: 3 clusters Score -1.996799e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -19969406.000000 Penalty: 5909.384277
	Iteration 4Q: 3 clusters Score -1.996941e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -19971222.000000 Penalty: 5909.384277
	Iteration 5Q: 3 clusters Score -1.997122e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -19973644.000000 Penalty: 5909.384277
	Iteration 6Q: 3 clusters Score -1.997364e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -19977134.000000 Penalty: 5909.384277
	Iteration 7Q: 3 clusters Score -1.997713e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -19982250.000000 Penalty: 5909.384277
	Iteration 8F: 3 clusters Score -1.998225e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -19989056.000000 Penalty: 5909.384277
	Iteration 9F: 3 clusters Score -1.998906e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -19995600.000000 Penalty: 5909.384277
	Iteration 10F: 3 clusters Score -1.99956e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -19999232.000000 Penalty: 5909.384277
	Iteration 11F: 3 clusters Score -1.999923e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -20000778.000000 Penalty: 5909.384277
	Iteration 12Q: 3 clusters Score -2.000078e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -20001530.000000 Penalty: 5909.384277
	Iteration 13Q: 3 clusters Score -2.000153e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -20002184.000000 Penalty: 5909.384277
	Iteration 14Q: 3 clusters Score -2.000218e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -20003054.000000 Penalty: 5909.384277
	Iteration 15Q: 3 clusters Score -2.000305e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -20003762.000000 Penalty: 5909.384277
	Iteration 16Q: 3 clusters Score -2.000376e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98065 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -20004666.000000 Penalty: 5909.384277
	Iteration 17Q: 3 clusters Score -2.000467e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -20005524.000000 Penalty: 5909.384277
	Iteration 18Q: 3 clusters Score -2.000552e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -20006426.000000 Penalty: 5909.384277
	Iteration 19Q: 3 clusters Score -2.000643e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -20007368.000000 Penalty: 5909.384277
	Iteration 20F: 3 clusters Score -2.000737e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -20008168.000000 Penalty: 5909.384277
	Iteration 21Q: 3 clusters Score -2.000817e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -20009038.000000 Penalty: 5909.384277
	Iteration 22Q: 3 clusters Score -2.000904e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -20009842.000000 Penalty: 5909.384277
	Iteration 23Q: 3 clusters Score -2.000984e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111947 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -20010600.000000 Penalty: 5909.384277
	Iteration 24Q: 3 clusters Score -2.00106e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113752 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -20011226.000000 Penalty: 5909.384277
	Iteration 25Q: 3 clusters Score -2.001123e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -20011932.000000 Penalty: 5909.384277
	Iteration 26Q: 3 clusters Score -2.001193e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -20012508.000000 Penalty: 5909.384277
	Iteration 27Q: 3 clusters Score -2.001251e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -20013094.000000 Penalty: 5909.384277
	Iteration 28Q: 3 clusters Score -2.001309e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120397 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -20013618.000000 Penalty: 5909.384277
	Iteration 29Q: 3 clusters Score -2.001362e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -20014166.000000 Penalty: 5909.384277
	Iteration 30Q: 3 clusters Score -2.001417e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -20014576.000000 Penalty: 5909.384277
	Iteration 31Q: 3 clusters Score -2.001458e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -20015002.000000 Penalty: 5909.384277
	Iteration 32Q: 3 clusters Score -2.0015e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -20015594.000000 Penalty: 5909.384277
	Iteration 33Q: 3 clusters Score -2.001559e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128102 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -20016112.000000 Penalty: 5909.384277
	Iteration 34Q: 3 clusters Score -2.001611e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129545 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -20016572.000000 Penalty: 5909.384277
	Iteration 35Q: 3 clusters Score -2.001657e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -20017082.000000 Penalty: 5909.384277
	Iteration 36Q: 3 clusters Score -2.001708e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -20017454.000000 Penalty: 5909.384277
	Iteration 37Q: 3 clusters Score -2.001745e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133489 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -20017804.000000 Penalty: 5909.384277
	Iteration 38Q: 3 clusters Score -2.00178e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -20018286.000000 Penalty: 5909.384277
	Iteration 39Q: 3 clusters Score -2.001829e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -20018728.000000 Penalty: 5909.384277
	Iteration 40F: 3 clusters Score -2.001873e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -20019034.000000 Penalty: 5909.384277
	Iteration 41Q: 3 clusters Score -2.001903e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -20019248.000000 Penalty: 5909.384277
	Iteration 42Q: 3 clusters Score -2.001925e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -20019448.000000 Penalty: 5909.384277
	Iteration 43Q: 3 clusters Score -2.001945e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -20019552.000000 Penalty: 5909.384277
	Iteration 44Q: 3 clusters Score -2.001955e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -20019756.000000 Penalty: 5909.384277
	Iteration 45Q: 3 clusters Score -2.001976e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -20020050.000000 Penalty: 5909.384277
	Iteration 46Q: 3 clusters Score -2.002005e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -20020126.000000 Penalty: 5909.384277
	Iteration 47Q: 3 clusters Score -2.002013e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -20020144.000000 Penalty: 5909.384277
	Iteration 48Q: 3 clusters Score -2.002014e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -20020180.000000 Penalty: 5909.384277
	Iteration 49Q: 3 clusters Score -2.002018e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -20020286.000000 Penalty: 5909.384277
	Iteration 50Q: 3 clusters Score -2.002029e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -20020406.000000 Penalty: 5909.384277
	Iteration 51Q: 3 clusters Score -2.002041e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -20020502.000000 Penalty: 5909.384277
	Iteration 52Q: 3 clusters Score -2.00205e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143335 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -20020518.000000 Penalty: 5909.384277
	Iteration 53Q: 3 clusters Score -2.002052e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -20020552.000000 Penalty: 5909.384277
	Iteration 54Q: 3 clusters Score -2.002055e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -20020552.000000 Penalty: 5909.384277
	Iteration 55Q: 3 clusters Score -2.002055e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -20020544.000000 Penalty: 5909.384277
	Iteration 56Q: 3 clusters Score -2.002054e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -20020562.000000 Penalty: 5909.384277
	Iteration 57Q: 3 clusters Score -2.002056e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144211 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -20020576.000000 Penalty: 5909.384277
	Iteration 58Q: 3 clusters Score -2.002058e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144349 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -20020550.000000 Penalty: 5909.384277
	Iteration 59Q: 3 clusters Score -2.002055e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -20020546.000000 Penalty: 5909.384277
	Iteration 60F: 3 clusters Score -2.002055e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -20020554.000000 Penalty: 5909.384277
	Iteration 61Q: 3 clusters Score -2.002055e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -20020598.000000 Penalty: 5909.384277
	Iteration 62Q: 3 clusters Score -2.00206e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144792 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -20020642.000000 Penalty: 5909.384277
	Iteration 63Q: 3 clusters Score -2.002064e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -20020680.000000 Penalty: 5909.384277
	Iteration 64Q: 3 clusters Score -2.002068e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -20020678.000000 Penalty: 5909.384277
	Iteration 65Q: 3 clusters Score -2.002068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20020728.000000 Penalty: 5909.384277
	Iteration 66Q: 3 clusters Score -2.002073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -20020746.000000 Penalty: 5909.384277
	Iteration 67Q: 3 clusters Score -2.002075e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145218 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -20020748.000000 Penalty: 5909.384277
	Iteration 68Q: 3 clusters Score -2.002075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -20020764.000000 Penalty: 5909.384277
	Iteration 69Q: 3 clusters Score -2.002076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -20020786.000000 Penalty: 5909.384277
	Iteration 70Q: 3 clusters Score -2.002079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -20020774.000000 Penalty: 5909.384277
	Iteration 71Q: 3 clusters Score -2.002077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -20020762.000000 Penalty: 5909.384277
	Iteration 72Q: 3 clusters Score -2.002076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145414 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -20020776.000000 Penalty: 5909.384277
	Iteration 73Q: 3 clusters Score -2.002078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20020774.000000 Penalty: 5909.384277
	Iteration 74Q: 3 clusters Score -2.002077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -20020790.000000 Penalty: 5909.384277
	Iteration 75Q: 3 clusters Score -2.002079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145502 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -20020802.000000 Penalty: 5909.384277
	Iteration 76Q: 3 clusters Score -2.00208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -20020792.000000 Penalty: 5909.384277
	Iteration 77Q: 3 clusters Score -2.002079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20020806.000000 Penalty: 5909.384277
	Iteration 78Q: 3 clusters Score -2.002081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20020814.000000 Penalty: 5909.384277
	Iteration 79Q: 3 clusters Score -2.002081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -20020780.000000 Penalty: 5909.384277
	Iteration 80F: 3 clusters Score -2.002078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145647 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -20020786.000000 Penalty: 5909.384277
	Iteration 81Q: 3 clusters Score -2.002079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -20020778.000000 Penalty: 5909.384277
	Iteration 82Q: 3 clusters Score -2.002078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -20020768.000000 Penalty: 5909.384277
	Iteration 83Q: 3 clusters Score -2.002077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -20020762.000000 Penalty: 5909.384277
	Iteration 84Q: 3 clusters Score -2.002076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -20020790.000000 Penalty: 5909.384277
	Iteration 85Q: 3 clusters Score -2.002079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -20020796.000000 Penalty: 5909.384277
	Iteration 86Q: 3 clusters Score -2.00208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -20020820.000000 Penalty: 5909.384277
	Iteration 87Q: 3 clusters Score -2.002082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -20020832.000000 Penalty: 5909.384277
	Iteration 88Q: 3 clusters Score -2.002083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -20020804.000000 Penalty: 5909.384277
	Iteration 89Q: 3 clusters Score -2.00208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -20020816.000000 Penalty: 5909.384277
	Iteration 90Q: 3 clusters Score -2.002082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -20020818.000000 Penalty: 5909.384277
	Iteration 91Q: 3 clusters Score -2.002082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20020824.000000 Penalty: 5909.384277
	Iteration 92Q: 3 clusters Score -2.002082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -20020818.000000 Penalty: 5909.384277
	Iteration 93Q: 3 clusters Score -2.002082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20020828.000000 Penalty: 5909.384277
	Iteration 94Q: 3 clusters Score -2.002083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -20020832.000000 Penalty: 5909.384277
	Iteration 95Q: 3 clusters Score -2.002083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -20020818.000000 Penalty: 5909.384277
	Iteration 96Q: 3 clusters Score -2.002082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145916 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -20020802.000000 Penalty: 5909.384277
	Iteration 97Q: 3 clusters Score -2.00208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145936 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -20020806.000000 Penalty: 5909.384277
	Iteration 98Q: 3 clusters Score -2.002081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20020802.000000 Penalty: 5909.384277
	Iteration 99Q: 3 clusters Score -2.00208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145977 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -20020808.000000 Penalty: 5909.384277
	Iteration 100F: 3 clusters Score -2.002081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145992 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -20020838.000000 Penalty: 5909.384277
	Iteration 101Q: 3 clusters Score -2.002084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20020856.000000 Penalty: 5909.384277
	Iteration 102Q: 3 clusters Score -2.002086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146008 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20020860.000000 Penalty: 5909.384277
	Iteration 103Q: 3 clusters Score -2.002086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146016 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -20020864.000000 Penalty: 5909.384277
	Iteration 104Q: 3 clusters Score -2.002086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -20020862.000000 Penalty: 5909.384277
	Iteration 105Q: 3 clusters Score -2.002086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20020866.000000 Penalty: 5909.384277
	Iteration 106Q: 3 clusters Score -2.002087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -20020866.000000 Penalty: 5909.384277
	Iteration 107Q: 3 clusters Score -2.002087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146035 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20020866.000000 Penalty: 5909.384277
	Iteration 108Q: 3 clusters Score -2.002087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20020862.000000 Penalty: 5909.384277
	Iteration 109Q: 3 clusters Score -2.002086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20020864.000000 Penalty: 5909.384277
	Iteration 110Q: 3 clusters Score -2.002086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20020854.000000 Penalty: 5909.384277
	Iteration 111Q: 3 clusters Score -2.002085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20020854.000000 Penalty: 5909.384277
	Iteration 112Q: 3 clusters Score -2.002085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -20020854.000000 Penalty: 5909.384277
	Iteration 113Q: 3 clusters Score -2.002085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20020854.000000 Penalty: 5909.384277
	Iteration 114Q: 3 clusters Score -2.002085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -20020844.000000 Penalty: 5909.384277
	Iteration 115Q: 3 clusters Score -2.002084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -20020854.000000 Penalty: 5909.384277
	Iteration 116Q: 3 clusters Score -2.002085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146100 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -20020874.000000 Penalty: 5909.384277
	Iteration 117Q: 3 clusters Score -2.002087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146106 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -20020870.000000 Penalty: 5909.384277
	Iteration 118Q: 3 clusters Score -2.002087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20020868.000000 Penalty: 5909.384277
	Iteration 119Q: 3 clusters Score -2.002087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -20020874.000000 Penalty: 5909.384277
	Iteration 120F: 3 clusters Score -2.002087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20020876.000000 Penalty: 5909.384277
	Iteration 121Q: 3 clusters Score -2.002088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -20020892.000000 Penalty: 5909.384277
	Iteration 122Q: 3 clusters Score -2.002089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146123 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -20020876.000000 Penalty: 5909.384277
	Iteration 123Q: 3 clusters Score -2.002088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -20020876.000000 Penalty: 5909.384277
	Iteration 124Q: 3 clusters Score -2.002088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146131 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -20020868.000000 Penalty: 5909.384277
	Iteration 125Q: 3 clusters Score -2.002087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -20020872.000000 Penalty: 5909.384277
	Iteration 126Q: 3 clusters Score -2.002087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -20020862.000000 Penalty: 5909.384277
	Iteration 127Q: 3 clusters Score -2.002086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -20020868.000000 Penalty: 5909.384277
	Iteration 128Q: 3 clusters Score -2.002087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20020830.000000 Penalty: 5909.384277
	Iteration 129Q: 3 clusters Score -2.002083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20020840.000000 Penalty: 5909.384277
	Iteration 130Q: 3 clusters Score -2.002084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20020842.000000 Penalty: 5909.384277
	Iteration 131Q: 3 clusters Score -2.002084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20020836.000000 Penalty: 5909.384277
	Iteration 132Q: 3 clusters Score -2.002084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -20020836.000000 Penalty: 5909.384277
	Iteration 133Q: 3 clusters Score -2.002084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -20020826.000000 Penalty: 5909.384277
	Iteration 134Q: 3 clusters Score -2.002083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20020834.000000 Penalty: 5909.384277
	Iteration 135Q: 3 clusters Score -2.002083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20020826.000000 Penalty: 5909.384277
	Iteration 136Q: 3 clusters Score -2.002083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146173 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -20020828.000000 Penalty: 5909.384277
	Iteration 137Q: 3 clusters Score -2.002083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20020812.000000 Penalty: 5909.384277
	Iteration 138Q: 3 clusters Score -2.002081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146177 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -20020814.000000 Penalty: 5909.384277
	Iteration 139Q: 3 clusters Score -2.002081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146177 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -20020814.000000 Penalty: 5909.384277
	Iteration 140F: 3 clusters Score -2.002081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Entering Unmasked Estep 
Score: -15748556.000000 Penalty: 2893.730957
	Iteration 0F: 2 clusters Score -1.574856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -15670298.000000 Penalty: 5787.461914
	Iteration 0F: 3 clusters Score -1.56703e+07 nChanged 55515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -15701975.000000 Penalty: 5787.461914
	Iteration 1F: 3 clusters Score -1.570198e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -15702786.000000 Penalty: 5787.461914
	Iteration 2Q: 3 clusters Score -1.570279e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -15703929.000000 Penalty: 5787.461914
	Iteration 3Q: 3 clusters Score -1.570393e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -15705611.000000 Penalty: 5787.461914
	Iteration 4Q: 3 clusters Score -1.570561e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -15708246.000000 Penalty: 5787.461914
	Iteration 5Q: 3 clusters Score -1.570825e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -15713076.000000 Penalty: 5787.461914
	Iteration 6F: 3 clusters Score -1.571308e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -15721160.000000 Penalty: 5787.461914
	Iteration 7F: 3 clusters Score -1.572116e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -15730733.000000 Penalty: 5787.461914
	Iteration 8F: 3 clusters Score -1.573073e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -15738665.000000 Penalty: 5787.461914
	Iteration 9F: 3 clusters Score -1.573866e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15743244.000000 Penalty: 5787.461914
	Iteration 10Q: 3 clusters Score -1.574324e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115784 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15744954.000000 Penalty: 5787.461914
	Iteration 11Q: 3 clusters Score -1.574495e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15745578.000000 Penalty: 5787.461914
	Iteration 12Q: 3 clusters Score -1.574558e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15745773.000000 Penalty: 5787.461914
	Iteration 13Q: 3 clusters Score -1.574577e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15745841.000000 Penalty: 5787.461914
	Iteration 14Q: 3 clusters Score -1.574584e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15745879.000000 Penalty: 5787.461914
	Iteration 15Q: 3 clusters Score -1.574588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15745911.000000 Penalty: 5787.461914
	Iteration 16Q: 3 clusters Score -1.574591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15745936.000000 Penalty: 5787.461914
	Iteration 17Q: 3 clusters Score -1.574594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116571 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15745954.000000 Penalty: 5787.461914
	Iteration 18Q: 3 clusters Score -1.574595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15745959.000000 Penalty: 5787.461914
	Iteration 19Q: 3 clusters Score -1.574596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15745973.000000 Penalty: 5787.461914
	Iteration 20F: 3 clusters Score -1.574597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15745967.000000 Penalty: 5787.461914
	Iteration 21Q: 3 clusters Score -1.574597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15745978.000000 Penalty: 5787.461914
	Iteration 22Q: 3 clusters Score -1.574598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15745978.000000 Penalty: 5787.461914
	Iteration 23Q: 3 clusters Score -1.574598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15745985.000000 Penalty: 5787.461914
	Iteration 24Q: 3 clusters Score -1.574598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15745986.000000 Penalty: 5787.461914
	Iteration 25Q: 3 clusters Score -1.574599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15746000.000000 Penalty: 5787.461914
	Iteration 26Q: 3 clusters Score -1.5746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15746004.000000 Penalty: 5787.461914
	Iteration 27Q: 3 clusters Score -1.5746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15746002.000000 Penalty: 5787.461914
	Iteration 28Q: 3 clusters Score -1.5746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15746002.000000 Penalty: 5787.461914
	Iteration 29F: 3 clusters Score -1.5746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -562517.187500 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -562517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -558326.187500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -558326.2 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -559276.062500 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -559276.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -559486.187500 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -559486.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -559622.875000 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -559622.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -559704.500000 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -559704.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -559770.500000 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -559770.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -559820.125000 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -559820.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -559872.750000 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -559872.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -559915.687500 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -559915.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -559947.500000 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -559947.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -559981.500000 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -559981.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -560014.687500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -560014.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -560040.812500 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -560040.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -560072.375000 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -560072.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -560104.625000 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -560104.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -560137.625000 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -560137.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -560169.687500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -560169.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -560193.437500 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -560193.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -560220.625000 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -560220.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -560256.937500 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -560256.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -560292.000000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -560292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -560314.000000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -560314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -560341.062500 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -560341.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -560375.750000 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -560375.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -560408.625000 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -560408.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -560446.625000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -560446.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -560475.062500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -560475.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -560500.625000 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -560500.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -560522.687500 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -560522.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -560538.250000 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -560538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -560554.375000 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -560554.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -560573.000000 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -560573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -560587.625000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -560587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -560604.187500 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -560604.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -560615.187500 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -560615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -560624.187500 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -560624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -560631.562500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -560631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -560640.312500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -560640.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -560655.125000 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -560655.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -560668.187500 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -560668.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -560679.875000 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -560679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -560689.312500 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -560689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -560698.812500 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -560698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -560708.000000 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -560708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -560718.937500 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -560718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -560726.875000 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -560726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -560734.187500 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -560734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -560740.375000 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -560740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -560749.375000 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -560749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -560764.437500 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -560764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -560771.000000 Penalty: 4171.276367
	Iteration 50Q: 3 clusters Score -560771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -560771.812500 Penalty: 4171.276367
	Iteration 51Q: 3 clusters Score -560771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -560774.187500 Penalty: 4171.276367
	Iteration 52Q: 3 clusters Score -560774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -560774.187500 Penalty: 4171.276367
	Iteration 53F: 3 clusters Score -560774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183203 members 
Mstep: Class 5 contains 146162 members 
Mstep: Class 6 contains 60035 members 
Mstep: Class 7 contains 63785 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141738 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116091 members 
Mstep: Class 15 contains 174418 members 
Mstep: Class 16 contains 89705 members 
Mstep: Class 17 contains 79192 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21136 members 
Mstep: Class 20 contains 149355 members 
Mstep: Class 21 contains 116806 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359296.000000 Penalty: 73593.648438
Iteration 479Q: 22 clusters Score -1.803593e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183176 members 
Mstep: Class 5 contains 146150 members 
Mstep: Class 6 contains 60031 members 
Mstep: Class 7 contains 63784 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141717 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116095 members 
Mstep: Class 15 contains 174433 members 
Mstep: Class 16 contains 89703 members 
Mstep: Class 17 contains 79185 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 149332 members 
Mstep: Class 21 contains 116792 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359264.000000 Penalty: 73593.648438
Iteration 480F: 22 clusters Score -1.803593e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183137 members 
Mstep: Class 5 contains 146140 members 
Mstep: Class 6 contains 60031 members 
Mstep: Class 7 contains 63784 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141701 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116097 members 
Mstep: Class 15 contains 174428 members 
Mstep: Class 16 contains 89692 members 
Mstep: Class 17 contains 79193 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 149311 members 
Mstep: Class 21 contains 116787 members 
Mstep: Class 22 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359440.000000 Penalty: 73593.648438
Iteration 481Q: 22 clusters Score -1.803594e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183086 members 
Mstep: Class 5 contains 146131 members 
Mstep: Class 6 contains 60034 members 
Mstep: Class 7 contains 63783 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141686 members 
Mstep: Class 10 contains 12794 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116102 members 
Mstep: Class 15 contains 174440 members 
Mstep: Class 16 contains 89687 members 
Mstep: Class 17 contains 79193 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21141 members 
Mstep: Class 20 contains 149278 members 
Mstep: Class 21 contains 116788 members 
Mstep: Class 22 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359600.000000 Penalty: 73593.648438
Iteration 482Q: 22 clusters Score -1.803596e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183045 members 
Mstep: Class 5 contains 146121 members 
Mstep: Class 6 contains 60040 members 
Mstep: Class 7 contains 63778 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141677 members 
Mstep: Class 10 contains 12876 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116114 members 
Mstep: Class 15 contains 174451 members 
Mstep: Class 16 contains 89686 members 
Mstep: Class 17 contains 79200 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21137 members 
Mstep: Class 20 contains 149239 members 
Mstep: Class 21 contains 116776 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359824.000000 Penalty: 73593.648438
Iteration 483Q: 22 clusters Score -1.803598e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 183017 members 
Mstep: Class 5 contains 146111 members 
Mstep: Class 6 contains 60044 members 
Mstep: Class 7 contains 63777 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141664 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116121 members 
Mstep: Class 15 contains 174466 members 
Mstep: Class 16 contains 89694 members 
Mstep: Class 17 contains 79203 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21138 members 
Mstep: Class 20 contains 149201 members 
Mstep: Class 21 contains 116765 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359920.000000 Penalty: 73593.648438
Iteration 484Q: 22 clusters Score -1.803599e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182981 members 
Mstep: Class 5 contains 146103 members 
Mstep: Class 6 contains 60052 members 
Mstep: Class 7 contains 63776 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141674 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116124 members 
Mstep: Class 15 contains 174466 members 
Mstep: Class 16 contains 89702 members 
Mstep: Class 17 contains 79203 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21141 members 
Mstep: Class 20 contains 149156 members 
Mstep: Class 21 contains 116754 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359936.000000 Penalty: 73593.648438
Iteration 485Q: 22 clusters Score -1.803599e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182951 members 
Mstep: Class 5 contains 146093 members 
Mstep: Class 6 contains 60060 members 
Mstep: Class 7 contains 63773 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141673 members 
Mstep: Class 10 contains 13070 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116132 members 
Mstep: Class 15 contains 174474 members 
Mstep: Class 16 contains 89711 members 
Mstep: Class 17 contains 79197 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21143 members 
Mstep: Class 20 contains 149114 members 
Mstep: Class 21 contains 116748 members 
Mstep: Class 22 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360112.000000 Penalty: 73593.648438
Iteration 486Q: 22 clusters Score -1.803601e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182907 members 
Mstep: Class 5 contains 146082 members 
Mstep: Class 6 contains 60064 members 
Mstep: Class 7 contains 63773 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141665 members 
Mstep: Class 10 contains 13146 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116143 members 
Mstep: Class 15 contains 174482 members 
Mstep: Class 16 contains 89697 members 
Mstep: Class 17 contains 79204 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21149 members 
Mstep: Class 20 contains 149077 members 
Mstep: Class 21 contains 116752 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360032.000000 Penalty: 73593.648438
Iteration 487Q: 22 clusters Score -1.8036e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182859 members 
Mstep: Class 5 contains 146079 members 
Mstep: Class 6 contains 60066 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141666 members 
Mstep: Class 10 contains 13219 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116149 members 
Mstep: Class 15 contains 174489 members 
Mstep: Class 16 contains 89696 members 
Mstep: Class 17 contains 79210 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 149051 members 
Mstep: Class 21 contains 116740 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360128.000000 Penalty: 73593.648438
Iteration 488Q: 22 clusters Score -1.803601e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182827 members 
Mstep: Class 5 contains 146066 members 
Mstep: Class 6 contains 60067 members 
Mstep: Class 7 contains 63772 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141662 members 
Mstep: Class 10 contains 13294 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116151 members 
Mstep: Class 15 contains 174494 members 
Mstep: Class 16 contains 89699 members 
Mstep: Class 17 contains 79215 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21142 members 
Mstep: Class 20 contains 149029 members 
Mstep: Class 21 contains 116723 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359936.000000 Penalty: 73593.648438
Iteration 489Q: 22 clusters Score -1.803599e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182787 members 
Mstep: Class 5 contains 146058 members 
Mstep: Class 6 contains 60064 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141667 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116152 members 
Mstep: Class 15 contains 174499 members 
Mstep: Class 16 contains 89705 members 
Mstep: Class 17 contains 79215 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21145 members 
Mstep: Class 20 contains 148993 members 
Mstep: Class 21 contains 116706 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359888.000000 Penalty: 73593.648438
Iteration 490Q: 22 clusters Score -1.803599e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182756 members 
Mstep: Class 5 contains 146062 members 
Mstep: Class 6 contains 60063 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141662 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116148 members 
Mstep: Class 15 contains 174494 members 
Mstep: Class 16 contains 89690 members 
Mstep: Class 17 contains 79216 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21146 members 
Mstep: Class 20 contains 148965 members 
Mstep: Class 21 contains 116684 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359648.000000 Penalty: 73593.648438
Iteration 491Q: 22 clusters Score -1.803596e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182722 members 
Mstep: Class 5 contains 146074 members 
Mstep: Class 6 contains 60064 members 
Mstep: Class 7 contains 63763 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141654 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116151 members 
Mstep: Class 15 contains 174496 members 
Mstep: Class 16 contains 89686 members 
Mstep: Class 17 contains 79211 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21149 members 
Mstep: Class 20 contains 148927 members 
Mstep: Class 21 contains 116665 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359696.000000 Penalty: 73593.648438
Iteration 492Q: 22 clusters Score -1.803597e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182678 members 
Mstep: Class 5 contains 146075 members 
Mstep: Class 6 contains 60060 members 
Mstep: Class 7 contains 63761 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141636 members 
Mstep: Class 10 contains 13680 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116167 members 
Mstep: Class 15 contains 174496 members 
Mstep: Class 16 contains 89685 members 
Mstep: Class 17 contains 79210 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 148901 members 
Mstep: Class 21 contains 116641 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359888.000000 Penalty: 73593.648438
Iteration 493Q: 22 clusters Score -1.803599e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182636 members 
Mstep: Class 5 contains 146056 members 
Mstep: Class 6 contains 60061 members 
Mstep: Class 7 contains 63761 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141634 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116179 members 
Mstep: Class 15 contains 174491 members 
Mstep: Class 16 contains 89682 members 
Mstep: Class 17 contains 79213 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21155 members 
Mstep: Class 20 contains 148867 members 
Mstep: Class 21 contains 116611 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359872.000000 Penalty: 73593.648438
Iteration 494Q: 22 clusters Score -1.803599e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182592 members 
Mstep: Class 5 contains 146039 members 
Mstep: Class 6 contains 60049 members 
Mstep: Class 7 contains 63763 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141626 members 
Mstep: Class 10 contains 13919 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116185 members 
Mstep: Class 15 contains 174498 members 
Mstep: Class 16 contains 89680 members 
Mstep: Class 17 contains 79208 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21158 members 
Mstep: Class 20 contains 148833 members 
Mstep: Class 21 contains 116592 members 
Mstep: Class 22 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359760.000000 Penalty: 73593.648438
Iteration 495Q: 22 clusters Score -1.803598e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182569 members 
Mstep: Class 5 contains 146031 members 
Mstep: Class 6 contains 60042 members 
Mstep: Class 7 contains 63768 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141610 members 
Mstep: Class 10 contains 14028 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 116180 members 
Mstep: Class 15 contains 174497 members 
Mstep: Class 16 contains 89674 members 
Mstep: Class 17 contains 79196 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21158 members 
Mstep: Class 20 contains 148822 members 
Mstep: Class 21 contains 116566 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359984.000000 Penalty: 73593.648438
Iteration 496Q: 22 clusters Score -1.8036e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182527 members 
Mstep: Class 5 contains 146025 members 
Mstep: Class 6 contains 60038 members 
Mstep: Class 7 contains 63771 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141597 members 
Mstep: Class 10 contains 14142 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116194 members 
Mstep: Class 15 contains 174488 members 
Mstep: Class 16 contains 89679 members 
Mstep: Class 17 contains 79181 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21161 members 
Mstep: Class 20 contains 148793 members 
Mstep: Class 21 contains 116544 members 
Mstep: Class 22 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359936.000000 Penalty: 73593.648438
Iteration 497Q: 22 clusters Score -1.803599e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182501 members 
Mstep: Class 5 contains 146009 members 
Mstep: Class 6 contains 60039 members 
Mstep: Class 7 contains 63770 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141567 members 
Mstep: Class 10 contains 14255 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116211 members 
Mstep: Class 15 contains 174494 members 
Mstep: Class 16 contains 89672 members 
Mstep: Class 17 contains 79173 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21161 members 
Mstep: Class 20 contains 148773 members 
Mstep: Class 21 contains 116514 members 
Mstep: Class 22 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360224.000000 Penalty: 73593.648438
Iteration 498Q: 22 clusters Score -1.803602e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182464 members 
Mstep: Class 5 contains 146003 members 
Mstep: Class 6 contains 60037 members 
Mstep: Class 7 contains 63768 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141539 members 
Mstep: Class 10 contains 14353 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116222 members 
Mstep: Class 15 contains 174520 members 
Mstep: Class 16 contains 89653 members 
Mstep: Class 17 contains 79170 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21165 members 
Mstep: Class 20 contains 148757 members 
Mstep: Class 21 contains 116487 members 
Mstep: Class 22 contains 4498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360448.000000 Penalty: 73593.648438
Iteration 499Q: 22 clusters Score -1.803604e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 182433 members 
Mstep: Class 5 contains 145992 members 
Mstep: Class 6 contains 60026 members 
Mstep: Class 7 contains 63763 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 141523 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 116246 members 
Mstep: Class 15 contains 174528 members 
Mstep: Class 16 contains 89640 members 
Mstep: Class 17 contains 79167 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 21167 members 
Mstep: Class 20 contains 148734 members 
Mstep: Class 21 contains 116462 members 
Mstep: Class 22 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360304.000000 Penalty: 73593.648438
Iteration 500F: 22 clusters Score -1.803603e+08 nChanged 450
Maximum iterations exceeded
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -532525216.000000 Penalty: 79315.226562
21->22 Clusters: Score -532525216.000000, best is -532443808.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 65448 members 
Mstep: Class 3 contains 66138 members 
Mstep: Class 4 contains 64938 members 
Mstep: Class 5 contains 65258 members 
Mstep: Class 6 contains 65630 members 
Mstep: Class 7 contains 65295 members 
Mstep: Class 8 contains 65054 members 
Mstep: Class 9 contains 65142 members 
Mstep: Class 10 contains 65464 members 
Mstep: Class 11 contains 65089 members 
Mstep: Class 12 contains 65207 members 
Mstep: Class 13 contains 65451 members 
Mstep: Class 14 contains 64977 members 
Mstep: Class 15 contains 65711 members 
Mstep: Class 16 contains 65134 members 
Mstep: Class 17 contains 65266 members 
Mstep: Class 18 contains 64977 members 
Mstep: Class 19 contains 65117 members 
Mstep: Class 20 contains 65100 members 
Mstep: Class 21 contains 65259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 362.851257 but Gain 3504.460938
Score: -175228752.000000 Penalty: 70089.187500
Iteration 0F: 21 clusters Score -1.752288e+08 nChanged 1302586
Entering Unmasked Mstep 
Mstep: Class 0 contains 2352 members 
Mstep: Class 2 contains 63092 members 
Mstep: Class 3 contains 32551 members 
Mstep: Class 4 contains 13308 members 
Mstep: Class 5 contains 31437 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 37790 members 
Mstep: Class 8 contains 121599 members 
Mstep: Class 9 contains 170866 members 
Mstep: Class 10 contains 46980 members 
Mstep: Class 11 contains 84705 members 
Mstep: Class 12 contains 81644 members 
Mstep: Class 13 contains 243654 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 8943 members 
Mstep: Class 16 contains 74351 members 
Mstep: Class 17 contains 111164 members 
Mstep: Class 18 contains 9382 members 
Mstep: Class 19 contains 48648 members 
Mstep: Class 20 contains 70881 members 
Mstep: Class 21 contains 92830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178387680.000000 Penalty: 70089.187500
Iteration 1F: 21 clusters Score -1.783877e+08 nChanged 458055
Entering Unmasked Mstep 
Mstep: Class 0 contains 2176 members 
Mstep: Class 2 contains 58548 members 
Mstep: Class 3 contains 19848 members 
Mstep: Class 4 contains 9967 members 
Mstep: Class 5 contains 17615 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 112751 members 
Mstep: Class 9 contains 245865 members 
Mstep: Class 10 contains 33066 members 
Mstep: Class 11 contains 68236 members 
Mstep: Class 12 contains 70953 members 
Mstep: Class 13 contains 311264 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 57357 members 
Mstep: Class 17 contains 115012 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 41302 members 
Mstep: Class 20 contains 74024 members 
Mstep: Class 21 contains 85574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2571.089355 but Gain 3504.453125
Score: -178789968.000000 Penalty: 66584.734375
Iteration 2F: 20 clusters Score -1.7879e+08 nChanged 356414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1574 members 
Mstep: Class 2 contains 68418 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 17314 members 
Mstep: Class 8 contains 133578 members 
Mstep: Class 9 contains 294544 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 59534 members 
Mstep: Class 12 contains 77254 members 
Mstep: Class 13 contains 276873 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 16 contains 41692 members 
Mstep: Class 17 contains 129410 members 
Mstep: Class 18 contains 3730 members 
Mstep: Class 19 contains 37600 members 
Mstep: Class 20 contains 78312 members 
Mstep: Class 21 contains 86119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179096688.000000 Penalty: 66584.734375
Iteration 3F: 20 clusters Score -1.790967e+08 nChanged 289310
Entering Unmasked Mstep 
Mstep: Class 0 contains 805 members 
Mstep: Class 2 contains 78552 members 
Mstep: Class 3 contains 10006 members 
Mstep: Class 4 contains 8646 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 12299 members 
Mstep: Class 8 contains 182897 members 
Mstep: Class 9 contains 267946 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 54017 members 
Mstep: Class 12 contains 87395 members 
Mstep: Class 13 contains 248833 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 16 contains 31005 members 
Mstep: Class 17 contains 155772 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 32280 members 
Mstep: Class 20 contains 83024 members 
Mstep: Class 21 contains 85860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179437376.000000 Penalty: 66584.734375
Iteration 4F: 20 clusters Score -1.794374e+08 nChanged 232825
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 2 contains 85114 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 1549 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 240845 members 
Mstep: Class 9 contains 228342 members 
Mstep: Class 10 contains 9608 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 92343 members 
Mstep: Class 13 contains 223774 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 16 contains 21863 members 
Mstep: Class 17 contains 183110 members 
Mstep: Class 18 contains 5103 members 
Mstep: Class 19 contains 28446 members 
Mstep: Class 20 contains 86813 members 
Mstep: Class 21 contains 81211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179688240.000000 Penalty: 66584.734375
Iteration 5F: 20 clusters Score -1.796882e+08 nChanged 203611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 88619 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 297328 members 
Mstep: Class 9 contains 195831 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 96028 members 
Mstep: Class 13 contains 193193 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 204674 members 
Mstep: Class 18 contains 6537 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 91378 members 
Mstep: Class 21 contains 73909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2852.227051 but Gain 3504.464844
Score: -179786112.000000 Penalty: 63080.269531
Iteration 6F: 19 clusters Score -1.797861e+08 nChanged 204872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 90421 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 346119 members 
Mstep: Class 9 contains 170296 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 44418 members 
Mstep: Class 12 contains 104786 members 
Mstep: Class 13 contains 155746 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 16 contains 10667 members 
Mstep: Class 17 contains 220806 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 100165 members 
Mstep: Class 21 contains 66596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3037.393555 but Gain 3504.457031
Score: -179766080.000000 Penalty: 59575.812500
Iteration 7F: 18 clusters Score -1.797661e+08 nChanged 177972
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 100929 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 7192 members 
Mstep: Class 8 contains 320245 members 
Mstep: Class 9 contains 158624 members 
Mstep: Class 11 contains 41677 members 
Mstep: Class 12 contains 120852 members 
Mstep: Class 13 contains 149775 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 240160 members 
Mstep: Class 18 contains 10438 members 
Mstep: Class 19 contains 24314 members 
Mstep: Class 20 contains 112420 members 
Mstep: Class 21 contains 60588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179885120.000000 Penalty: 59575.812500
Iteration 8F: 18 clusters Score -1.798851e+08 nChanged 134329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 109162 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 6903 members 
Mstep: Class 8 contains 307027 members 
Mstep: Class 9 contains 146383 members 
Mstep: Class 11 contains 39087 members 
Mstep: Class 12 contains 137999 members 
Mstep: Class 13 contains 145023 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 243874 members 
Mstep: Class 18 contains 12314 members 
Mstep: Class 19 contains 23487 members 
Mstep: Class 20 contains 124907 members 
Mstep: Class 21 contains 53614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179962704.000000 Penalty: 59575.812500
Iteration 9F: 18 clusters Score -1.799627e+08 nChanged 113148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 116981 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 6702 members 
Mstep: Class 8 contains 293883 members 
Mstep: Class 9 contains 138378 members 
Mstep: Class 11 contains 36270 members 
Mstep: Class 12 contains 156705 members 
Mstep: Class 13 contains 142515 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 237374 members 
Mstep: Class 18 contains 14254 members 
Mstep: Class 19 contains 22874 members 
Mstep: Class 20 contains 138667 members 
Mstep: Class 21 contains 47048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180025216.000000 Penalty: 59575.812500
Iteration 10F: 18 clusters Score -1.800252e+08 nChanged 100389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 124963 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6736 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 279659 members 
Mstep: Class 9 contains 132030 members 
Mstep: Class 11 contains 33263 members 
Mstep: Class 12 contains 175618 members 
Mstep: Class 13 contains 139622 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 225993 members 
Mstep: Class 18 contains 16137 members 
Mstep: Class 19 contains 22536 members 
Mstep: Class 20 contains 155189 members 
Mstep: Class 21 contains 41498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180076384.000000 Penalty: 59575.812500
Iteration 11F: 18 clusters Score -1.800764e+08 nChanged 93927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 132908 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 6392 members 
Mstep: Class 8 contains 265623 members 
Mstep: Class 9 contains 124562 members 
Mstep: Class 11 contains 30321 members 
Mstep: Class 12 contains 194476 members 
Mstep: Class 13 contains 134502 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 212847 members 
Mstep: Class 18 contains 17974 members 
Mstep: Class 19 contains 22410 members 
Mstep: Class 20 contains 175279 members 
Mstep: Class 21 contains 36795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180109744.000000 Penalty: 59575.812500
Iteration 12F: 18 clusters Score -1.801097e+08 nChanged 94920
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 141294 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 251741 members 
Mstep: Class 9 contains 113651 members 
Mstep: Class 11 contains 27804 members 
Mstep: Class 12 contains 212236 members 
Mstep: Class 13 contains 128055 members 
Mstep: Class 14 contains 2012 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 200183 members 
Mstep: Class 18 contains 19773 members 
Mstep: Class 19 contains 22565 members 
Mstep: Class 20 contains 198375 members 
Mstep: Class 21 contains 33009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180131824.000000 Penalty: 59575.812500
Iteration 13F: 18 clusters Score -1.801318e+08 nChanged 91430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 150393 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 238159 members 
Mstep: Class 9 contains 102015 members 
Mstep: Class 11 contains 26148 members 
Mstep: Class 12 contains 227848 members 
Mstep: Class 13 contains 122541 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 189434 members 
Mstep: Class 18 contains 21543 members 
Mstep: Class 19 contains 22932 members 
Mstep: Class 20 contains 218269 members 
Mstep: Class 21 contains 30156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180137760.000000 Penalty: 59575.812500
Iteration 14F: 18 clusters Score -1.801378e+08 nChanged 81993
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 160257 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 5815 members 
Mstep: Class 7 contains 6001 members 
Mstep: Class 8 contains 227081 members 
Mstep: Class 9 contains 94415 members 
Mstep: Class 11 contains 25435 members 
Mstep: Class 12 contains 238496 members 
Mstep: Class 13 contains 120088 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 181646 members 
Mstep: Class 18 contains 23312 members 
Mstep: Class 19 contains 23632 members 
Mstep: Class 20 contains 227405 members 
Mstep: Class 21 contains 28264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180140224.000000 Penalty: 59575.812500
Iteration 15F: 18 clusters Score -1.801402e+08 nChanged 70881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 171490 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 217213 members 
Mstep: Class 9 contains 90945 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 242560 members 
Mstep: Class 13 contains 120548 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 177999 members 
Mstep: Class 18 contains 25070 members 
Mstep: Class 19 contains 24698 members 
Mstep: Class 20 contains 227990 members 
Mstep: Class 21 contains 26702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180149408.000000 Penalty: 59575.812500
Iteration 16F: 18 clusters Score -1.801494e+08 nChanged 62151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 183992 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 5782 members 
Mstep: Class 8 contains 207574 members 
Mstep: Class 9 contains 90227 members 
Mstep: Class 11 contains 25427 members 
Mstep: Class 12 contains 240917 members 
Mstep: Class 13 contains 122506 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 177227 members 
Mstep: Class 18 contains 26808 members 
Mstep: Class 19 contains 26093 members 
Mstep: Class 20 contains 224924 members 
Mstep: Class 21 contains 25186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180164752.000000 Penalty: 59575.812500
Iteration 17Q: 18 clusters Score -1.801648e+08 nChanged 55434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 197563 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 197884 members 
Mstep: Class 9 contains 90952 members 
Mstep: Class 11 contains 25727 members 
Mstep: Class 12 contains 234969 members 
Mstep: Class 13 contains 124980 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 16 contains 3585 members 
Mstep: Class 17 contains 177849 members 
Mstep: Class 18 contains 28508 members 
Mstep: Class 19 contains 27671 members 
Mstep: Class 20 contains 221365 members 
Mstep: Class 21 contains 23748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180182208.000000 Penalty: 59575.812500
Iteration 18Q: 18 clusters Score -1.801822e+08 nChanged 49659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 211447 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 188516 members 
Mstep: Class 9 contains 92274 members 
Mstep: Class 11 contains 26008 members 
Mstep: Class 12 contains 226901 members 
Mstep: Class 13 contains 127405 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 178659 members 
Mstep: Class 18 contains 30036 members 
Mstep: Class 19 contains 29342 members 
Mstep: Class 20 contains 218302 members 
Mstep: Class 21 contains 22567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180200960.000000 Penalty: 59575.812500
Iteration 19Q: 18 clusters Score -1.80201e+08 nChanged 45606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 225787 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 1280 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 179612 members 
Mstep: Class 9 contains 93797 members 
Mstep: Class 11 contains 26303 members 
Mstep: Class 12 contains 217880 members 
Mstep: Class 13 contains 129242 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 179216 members 
Mstep: Class 18 contains 31431 members 
Mstep: Class 19 contains 31064 members 
Mstep: Class 20 contains 215613 members 
Mstep: Class 21 contains 21657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180216016.000000 Penalty: 59575.812500
Iteration 20F: 18 clusters Score -1.80216e+08 nChanged 42545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 240465 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 171670 members 
Mstep: Class 9 contains 95247 members 
Mstep: Class 11 contains 26548 members 
Mstep: Class 12 contains 208137 members 
Mstep: Class 13 contains 130625 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 179471 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 32827 members 
Mstep: Class 20 contains 213143 members 
Mstep: Class 21 contains 20921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180230960.000000 Penalty: 59575.812500
Iteration 21Q: 18 clusters Score -1.80231e+08 nChanged 40879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 255426 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 164249 members 
Mstep: Class 9 contains 96663 members 
Mstep: Class 11 contains 26732 members 
Mstep: Class 12 contains 198039 members 
Mstep: Class 13 contains 131560 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 179480 members 
Mstep: Class 18 contains 33627 members 
Mstep: Class 19 contains 34607 members 
Mstep: Class 20 contains 210900 members 
Mstep: Class 21 contains 20342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180242592.000000 Penalty: 59575.812500
Iteration 22Q: 18 clusters Score -1.802426e+08 nChanged 39902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 269841 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 4977 members 
Mstep: Class 8 contains 157442 members 
Mstep: Class 9 contains 98062 members 
Mstep: Class 11 contains 26835 members 
Mstep: Class 12 contains 188550 members 
Mstep: Class 13 contains 132098 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 178979 members 
Mstep: Class 18 contains 34478 members 
Mstep: Class 19 contains 36559 members 
Mstep: Class 20 contains 208866 members 
Mstep: Class 21 contains 19860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180250144.000000 Penalty: 59575.812500
Iteration 23Q: 18 clusters Score -1.802501e+08 nChanged 37786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 281904 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 152096 members 
Mstep: Class 9 contains 99211 members 
Mstep: Class 11 contains 26884 members 
Mstep: Class 12 contains 180348 members 
Mstep: Class 13 contains 132361 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 178185 members 
Mstep: Class 18 contains 35181 members 
Mstep: Class 19 contains 38651 members 
Mstep: Class 20 contains 207191 members 
Mstep: Class 21 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3361.547607 but Gain 3504.460938
Score: -180246576.000000 Penalty: 56071.351562
Iteration 24Q: 17 clusters Score -1.802466e+08 nChanged 36738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 287695 members 
Mstep: Class 5 contains 1271 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 149475 members 
Mstep: Class 9 contains 100676 members 
Mstep: Class 11 contains 27322 members 
Mstep: Class 12 contains 176203 members 
Mstep: Class 13 contains 132728 members 
Mstep: Class 14 contains 2001 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 177431 members 
Mstep: Class 18 contains 36029 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 206393 members 
Mstep: Class 21 contains 19245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180243888.000000 Penalty: 56071.351562
Iteration 25Q: 17 clusters Score -1.802439e+08 nChanged 29464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 288059 members 
Mstep: Class 5 contains 1269 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 148170 members 
Mstep: Class 9 contains 102483 members 
Mstep: Class 11 contains 27460 members 
Mstep: Class 12 contains 172654 members 
Mstep: Class 13 contains 133312 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 177204 members 
Mstep: Class 18 contains 36860 members 
Mstep: Class 19 contains 42617 members 
Mstep: Class 20 contains 205901 members 
Mstep: Class 21 contains 19011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180245376.000000 Penalty: 56071.351562
Iteration 26Q: 17 clusters Score -1.802454e+08 nChanged 24708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 286133 members 
Mstep: Class 5 contains 1270 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 147550 members 
Mstep: Class 9 contains 104470 members 
Mstep: Class 11 contains 27575 members 
Mstep: Class 12 contains 170095 members 
Mstep: Class 13 contains 134096 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 16 contains 6162 members 
Mstep: Class 17 contains 177278 members 
Mstep: Class 18 contains 37696 members 
Mstep: Class 19 contains 44281 members 
Mstep: Class 20 contains 205590 members 
Mstep: Class 21 contains 18826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180249856.000000 Penalty: 56071.351562
Iteration 27Q: 17 clusters Score -1.802499e+08 nChanged 20896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 283288 members 
Mstep: Class 5 contains 1269 members 
Mstep: Class 6 contains 3722 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 147128 members 
Mstep: Class 9 contains 106482 members 
Mstep: Class 11 contains 27745 members 
Mstep: Class 12 contains 168226 members 
Mstep: Class 13 contains 134874 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 177525 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 45745 members 
Mstep: Class 20 contains 205252 members 
Mstep: Class 21 contains 18651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180256032.000000 Penalty: 56071.351562
Iteration 28Q: 17 clusters Score -1.80256e+08 nChanged 18297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 280530 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 146681 members 
Mstep: Class 9 contains 108610 members 
Mstep: Class 11 contains 27959 members 
Mstep: Class 12 contains 166742 members 
Mstep: Class 13 contains 135509 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 6737 members 
Mstep: Class 17 contains 177820 members 
Mstep: Class 18 contains 39272 members 
Mstep: Class 19 contains 47001 members 
Mstep: Class 20 contains 204768 members 
Mstep: Class 21 contains 18466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180261360.000000 Penalty: 56071.351562
Iteration 29Q: 17 clusters Score -1.802614e+08 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 277843 members 
Mstep: Class 5 contains 1271 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 3507 members 
Mstep: Class 8 contains 146273 members 
Mstep: Class 9 contains 110750 members 
Mstep: Class 11 contains 28170 members 
Mstep: Class 12 contains 165494 members 
Mstep: Class 13 contains 136198 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 177900 members 
Mstep: Class 18 contains 39899 members 
Mstep: Class 19 contains 48194 members 
Mstep: Class 20 contains 204268 members 
Mstep: Class 21 contains 18301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180267648.000000 Penalty: 56071.351562
Iteration 30Q: 17 clusters Score -1.802676e+08 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 275469 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 8 contains 145756 members 
Mstep: Class 9 contains 112983 members 
Mstep: Class 11 contains 28383 members 
Mstep: Class 12 contains 164386 members 
Mstep: Class 13 contains 136783 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 177787 members 
Mstep: Class 18 contains 40387 members 
Mstep: Class 19 contains 49416 members 
Mstep: Class 20 contains 203701 members 
Mstep: Class 21 contains 18161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180273504.000000 Penalty: 56071.351562
Iteration 31Q: 17 clusters Score -1.802735e+08 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 273518 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 145117 members 
Mstep: Class 9 contains 115073 members 
Mstep: Class 11 contains 28531 members 
Mstep: Class 12 contains 163489 members 
Mstep: Class 13 contains 137356 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 177500 members 
Mstep: Class 18 contains 40736 members 
Mstep: Class 19 contains 50622 members 
Mstep: Class 20 contains 203170 members 
Mstep: Class 21 contains 18030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180278576.000000 Penalty: 56071.351562
Iteration 32Q: 17 clusters Score -1.802786e+08 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 271769 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 117078 members 
Mstep: Class 11 contains 28701 members 
Mstep: Class 12 contains 162645 members 
Mstep: Class 13 contains 137874 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 177219 members 
Mstep: Class 18 contains 41040 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 202575 members 
Mstep: Class 21 contains 17828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180282320.000000 Penalty: 56071.351562
Iteration 33Q: 17 clusters Score -1.802823e+08 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 270140 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 143999 members 
Mstep: Class 9 contains 119027 members 
Mstep: Class 11 contains 28876 members 
Mstep: Class 12 contains 161845 members 
Mstep: Class 13 contains 138322 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 176809 members 
Mstep: Class 18 contains 41289 members 
Mstep: Class 19 contains 52964 members 
Mstep: Class 20 contains 202069 members 
Mstep: Class 21 contains 17640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180286224.000000 Penalty: 56071.351562
Iteration 34Q: 17 clusters Score -1.802862e+08 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 268672 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 143572 members 
Mstep: Class 9 contains 120973 members 
Mstep: Class 11 contains 29031 members 
Mstep: Class 12 contains 161172 members 
Mstep: Class 13 contains 138658 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 176259 members 
Mstep: Class 18 contains 41492 members 
Mstep: Class 19 contains 54009 members 
Mstep: Class 20 contains 201616 members 
Mstep: Class 21 contains 17490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180289328.000000 Penalty: 56071.351562
Iteration 35Q: 17 clusters Score -1.802893e+08 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 267376 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 143159 members 
Mstep: Class 9 contains 122975 members 
Mstep: Class 11 contains 29169 members 
Mstep: Class 12 contains 160595 members 
Mstep: Class 13 contains 138856 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 175661 members 
Mstep: Class 18 contains 41610 members 
Mstep: Class 19 contains 54986 members 
Mstep: Class 20 contains 201241 members 
Mstep: Class 21 contains 17300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180291600.000000 Penalty: 56071.351562
Iteration 36Q: 17 clusters Score -1.802916e+08 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 266136 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 3305 members 
Mstep: Class 8 contains 142800 members 
Mstep: Class 9 contains 124956 members 
Mstep: Class 11 contains 29318 members 
Mstep: Class 12 contains 160079 members 
Mstep: Class 13 contains 138918 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7607 members 
Mstep: Class 17 contains 175026 members 
Mstep: Class 18 contains 41718 members 
Mstep: Class 19 contains 55834 members 
Mstep: Class 20 contains 200969 members 
Mstep: Class 21 contains 17141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180293408.000000 Penalty: 56071.351562
Iteration 37Q: 17 clusters Score -1.802934e+08 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 264612 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 3671 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 142555 members 
Mstep: Class 9 contains 126998 members 
Mstep: Class 11 contains 29464 members 
Mstep: Class 12 contains 159629 members 
Mstep: Class 13 contains 138936 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7634 members 
Mstep: Class 17 contains 174411 members 
Mstep: Class 18 contains 41815 members 
Mstep: Class 19 contains 56641 members 
Mstep: Class 20 contains 200807 members 
Mstep: Class 21 contains 17008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295072.000000 Penalty: 56071.351562
Iteration 38Q: 17 clusters Score -1.802951e+08 nChanged 10506
Entering ConstructFrom: 
Score: -180295072.000000 Penalty: 56071.351562
Entering ConstructFrom: 
Trying to split cluster 2 (263205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263205 members 
Entering Unmasked Estep 
Score: -35160764.000000 Penalty: 3095.210693
	Iteration 0F: 2 clusters Score -3.516076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131926 members 
Mstep: Class 2 contains 131279 members 
Entering Unmasked Estep 
Score: -35001896.000000 Penalty: 6190.421387
	Iteration 0F: 3 clusters Score -3.50019e+07 nChanged 127430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -35078024.000000 Penalty: 6190.421387
	Iteration 1F: 3 clusters Score -3.507802e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139401 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -35079688.000000 Penalty: 6190.421387
	Iteration 2Q: 3 clusters Score -3.507969e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143894 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -35081992.000000 Penalty: 6190.421387
	Iteration 3Q: 3 clusters Score -3.508199e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -35085820.000000 Penalty: 6190.421387
	Iteration 4Q: 3 clusters Score -3.508582e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -35091932.000000 Penalty: 6190.421387
	Iteration 5F: 3 clusters Score -3.509193e+07 nChanged 17483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -35103232.000000 Penalty: 6190.421387
	Iteration 6F: 3 clusters Score -3.510323e+07 nChanged 20691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197522 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -35118272.000000 Penalty: 6190.421387
	Iteration 7F: 3 clusters Score -3.511827e+07 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217920 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -35133720.000000 Penalty: 6190.421387
	Iteration 8F: 3 clusters Score -3.513372e+07 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234175 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -35146788.000000 Penalty: 6190.421387
	Iteration 9F: 3 clusters Score -3.514679e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244452 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -35154140.000000 Penalty: 6190.421387
	Iteration 10Q: 3 clusters Score -3.515414e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249915 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -35157924.000000 Penalty: 6190.421387
	Iteration 11Q: 3 clusters Score -3.515792e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252768 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -35159556.000000 Penalty: 6190.421387
	Iteration 12Q: 3 clusters Score -3.515956e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254491 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -35160452.000000 Penalty: 6190.421387
	Iteration 13Q: 3 clusters Score -3.516045e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255642 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -35160764.000000 Penalty: 6190.421387
	Iteration 14Q: 3 clusters Score -3.516076e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256478 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -35160876.000000 Penalty: 6190.421387
	Iteration 15Q: 3 clusters Score -3.516088e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257150 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -35160904.000000 Penalty: 6190.421387
	Iteration 16Q: 3 clusters Score -3.51609e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257673 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -35160852.000000 Penalty: 6190.421387
	Iteration 17Q: 3 clusters Score -3.516085e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258106 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -35160904.000000 Penalty: 6190.421387
	Iteration 18Q: 3 clusters Score -3.51609e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258456 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -35160876.000000 Penalty: 6190.421387
	Iteration 19Q: 3 clusters Score -3.516088e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258752 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -35160808.000000 Penalty: 6190.421387
	Iteration 20F: 3 clusters Score -3.516081e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259010 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -35160760.000000 Penalty: 6190.421387
	Iteration 21Q: 3 clusters Score -3.516076e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259225 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -35160716.000000 Penalty: 6190.421387
	Iteration 22Q: 3 clusters Score -3.516072e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259412 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -35160684.000000 Penalty: 6190.421387
	Iteration 23Q: 3 clusters Score -3.516068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259569 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -35160636.000000 Penalty: 6190.421387
	Iteration 24Q: 3 clusters Score -3.516064e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259709 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -35160508.000000 Penalty: 6190.421387
	Iteration 25Q: 3 clusters Score -3.516051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259836 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -35160472.000000 Penalty: 6190.421387
	Iteration 26Q: 3 clusters Score -3.516047e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259926 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -35160388.000000 Penalty: 6190.421387
	Iteration 27Q: 3 clusters Score -3.516039e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260033 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -35160372.000000 Penalty: 6190.421387
	Iteration 28Q: 3 clusters Score -3.516037e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260137 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -35160360.000000 Penalty: 6190.421387
	Iteration 29Q: 3 clusters Score -3.516036e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260259 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -35160336.000000 Penalty: 6190.421387
	Iteration 30Q: 3 clusters Score -3.516034e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260359 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -35160268.000000 Penalty: 6190.421387
	Iteration 31Q: 3 clusters Score -3.516027e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260445 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -35160280.000000 Penalty: 6190.421387
	Iteration 32Q: 3 clusters Score -3.516028e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260523 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -35160256.000000 Penalty: 6190.421387
	Iteration 33Q: 3 clusters Score -3.516026e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260589 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -35160244.000000 Penalty: 6190.421387
	Iteration 34Q: 3 clusters Score -3.516024e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260663 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -35160140.000000 Penalty: 6190.421387
	Iteration 35Q: 3 clusters Score -3.516014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260730 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -35160084.000000 Penalty: 6190.421387
	Iteration 36Q: 3 clusters Score -3.516008e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260787 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -35160076.000000 Penalty: 6190.421387
	Iteration 37Q: 3 clusters Score -3.516008e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260850 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -35160036.000000 Penalty: 6190.421387
	Iteration 38Q: 3 clusters Score -3.516004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260900 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -35159992.000000 Penalty: 6190.421387
	Iteration 39Q: 3 clusters Score -3.515999e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260955 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -35159964.000000 Penalty: 6190.421387
	Iteration 40F: 3 clusters Score -3.515996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261009 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -35159980.000000 Penalty: 6190.421387
	Iteration 41Q: 3 clusters Score -3.515998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261063 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -35159964.000000 Penalty: 6190.421387
	Iteration 42Q: 3 clusters Score -3.515996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261100 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -35159940.000000 Penalty: 6190.421387
	Iteration 43Q: 3 clusters Score -3.515994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261134 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -35159912.000000 Penalty: 6190.421387
	Iteration 44Q: 3 clusters Score -3.515991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261171 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -35159852.000000 Penalty: 6190.421387
	Iteration 45Q: 3 clusters Score -3.515985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261205 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -35159872.000000 Penalty: 6190.421387
	Iteration 46Q: 3 clusters Score -3.515987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261242 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -35159868.000000 Penalty: 6190.421387
	Iteration 47Q: 3 clusters Score -3.515987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261269 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -35159832.000000 Penalty: 6190.421387
	Iteration 48Q: 3 clusters Score -3.515983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261295 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -35159800.000000 Penalty: 6190.421387
	Iteration 49Q: 3 clusters Score -3.51598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261318 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -35159804.000000 Penalty: 6190.421387
	Iteration 50Q: 3 clusters Score -3.51598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261341 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -35159800.000000 Penalty: 6190.421387
	Iteration 51Q: 3 clusters Score -3.51598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261356 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -35159768.000000 Penalty: 6190.421387
	Iteration 52Q: 3 clusters Score -3.515977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261374 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -35159768.000000 Penalty: 6190.421387
	Iteration 53Q: 3 clusters Score -3.515977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261391 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -35159780.000000 Penalty: 6190.421387
	Iteration 54Q: 3 clusters Score -3.515978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261402 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -35159788.000000 Penalty: 6190.421387
	Iteration 55Q: 3 clusters Score -3.515979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261421 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -35159824.000000 Penalty: 6190.421387
	Iteration 56Q: 3 clusters Score -3.515982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261438 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -35159800.000000 Penalty: 6190.421387
	Iteration 57Q: 3 clusters Score -3.51598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261451 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -35159812.000000 Penalty: 6190.421387
	Iteration 58Q: 3 clusters Score -3.515981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261460 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -35159768.000000 Penalty: 6190.421387
	Iteration 59Q: 3 clusters Score -3.515977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261467 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -35159764.000000 Penalty: 6190.421387
	Iteration 60F: 3 clusters Score -3.515976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261475 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -35159756.000000 Penalty: 6190.421387
	Iteration 61Q: 3 clusters Score -3.515976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261478 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -35159760.000000 Penalty: 6190.421387
	Iteration 62Q: 3 clusters Score -3.515976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261486 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -35159748.000000 Penalty: 6190.421387
	Iteration 63Q: 3 clusters Score -3.515975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261495 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -35159740.000000 Penalty: 6190.421387
	Iteration 64Q: 3 clusters Score -3.515974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261501 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -35159756.000000 Penalty: 6190.421387
	Iteration 65Q: 3 clusters Score -3.515976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261505 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -35159748.000000 Penalty: 6190.421387
	Iteration 66Q: 3 clusters Score -3.515975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261505 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -35159740.000000 Penalty: 6190.421387
	Iteration 67Q: 3 clusters Score -3.515974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261505 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -35159740.000000 Penalty: 6190.421387
	Iteration 68F: 3 clusters Score -3.515974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -147929.140625 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -147929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145904.375000 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -145904.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -146411.531250 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -146411.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146647.484375 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -146647.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -146886.906250 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -146886.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -147182.640625 Penalty: 3547.136719
	Iteration 4F: 3 clusters Score -147182.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -147492.468750 Penalty: 3547.136719
	Iteration 5F: 3 clusters Score -147492.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -147762.656250 Penalty: 3547.136719
	Iteration 6F: 3 clusters Score -147762.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -148287.171875 Penalty: 3547.136719
	Iteration 7F: 3 clusters Score -148287.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148839.734375 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -148839.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -149139.656250 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -149139.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -149216.453125 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -149216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -149226.500000 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -149226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -149227.265625 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -149227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149229.234375 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -149229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -149230.046875 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -149230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -149230.046875 Penalty: 3547.136719
	Iteration 15F: 3 clusters Score -149230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263205 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 142375 members 
Mstep: Class 9 contains 128909 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 159261 members 
Mstep: Class 13 contains 138940 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 173759 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16922 members 
Entering Unmasked Estep 
Score: -180295920.000000 Penalty: 59575.812500
Splitting cluster 5 changes total score from -180295072.000000 to -180295920.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -467596.781250 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -467596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -463875.687500 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -463875.7 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -464714.218750 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -464714.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -464966.625000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -464966.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -465135.656250 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -465135.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -465280.031250 Penalty: 4071.411621
	Iteration 4F: 3 clusters Score -465280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -465404.906250 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -465404.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -465506.968750 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -465507 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -465603.843750 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -465603.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -465720.187500 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -465720.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -465818.312500 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -465818.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -465885.375000 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -465885.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -465925.062500 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -465925.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -465954.968750 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -465955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -465975.062500 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -465975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -465987.187500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -465987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -466002.750000 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -466002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -466019.343750 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -466019.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -466035.968750 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -466036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -466052.781250 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -466052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -466062.437500 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -466062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -466074.281250 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -466074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -466084.000000 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -466084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -466085.750000 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -466085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -466088.843750 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -466088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -466091.500000 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -466091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -466092.687500 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -466092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -466093.250000 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -466093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -466096.656250 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -466096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -466102.281250 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -466102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -466105.687500 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -466105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -466109.156250 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -466109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -466110.687500 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -466110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -466110.625000 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -466110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -466110.625000 Penalty: 4071.411621
	Iteration 33F: 3 clusters Score -466110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -434562.968750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -434563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -431213.656250 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -431213.7 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -432236.625000 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -432236.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -432545.500000 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -432545.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -432737.500000 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -432737.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -432910.187500 Penalty: 4018.582764
	Iteration 4Q: 3 clusters Score -432910.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -433064.250000 Penalty: 4018.582764
	Iteration 5Q: 3 clusters Score -433064.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -433176.312500 Penalty: 4018.582764
	Iteration 6Q: 3 clusters Score -433176.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -433253.750000 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -433253.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -433319.062500 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -433319.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -433371.375000 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -433371.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -433403.437500 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -433403.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -433429.937500 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -433429.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -433447.906250 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -433447.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -433463.781250 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -433463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -433474.500000 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -433474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -433491.375000 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -433491.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -433509.281250 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -433509.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -433521.031250 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -433521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -433531.250000 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -433531.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -433548.375000 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -433548.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -433563.843750 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -433563.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -433584.312500 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -433584.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -433599.562500 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -433599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -433614.781250 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -433614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -433622.843750 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -433622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -433631.968750 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -433632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -433639.437500 Penalty: 4018.582764
	Iteration 26Q: 3 clusters Score -433639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -433648.781250 Penalty: 4018.582764
	Iteration 27Q: 3 clusters Score -433648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -433656.937500 Penalty: 4018.582764
	Iteration 28Q: 3 clusters Score -433656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -433662.250000 Penalty: 4018.582764
	Iteration 29Q: 3 clusters Score -433662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -433669.031250 Penalty: 4018.582764
	Iteration 30Q: 3 clusters Score -433669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -433676.500000 Penalty: 4018.582764
	Iteration 31Q: 3 clusters Score -433676.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -433683.375000 Penalty: 4018.582764
	Iteration 32Q: 3 clusters Score -433683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -433687.406250 Penalty: 4018.582764
	Iteration 33Q: 3 clusters Score -433687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -433690.906250 Penalty: 4018.582764
	Iteration 34Q: 3 clusters Score -433690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -433695.031250 Penalty: 4018.582764
	Iteration 35Q: 3 clusters Score -433695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -433699.187500 Penalty: 4018.582764
	Iteration 36Q: 3 clusters Score -433699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -433702.468750 Penalty: 4018.582764
	Iteration 37Q: 3 clusters Score -433702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -433705.406250 Penalty: 4018.582764
	Iteration 38Q: 3 clusters Score -433705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -433706.781250 Penalty: 4018.582764
	Iteration 39Q: 3 clusters Score -433706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -433706.781250 Penalty: 4018.582764
	Iteration 40F: 3 clusters Score -433706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142375 members 
Entering Unmasked Estep 
Score: -19224514.000000 Penalty: 2942.822510
	Iteration 0F: 2 clusters Score -1.922451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -19129778.000000 Penalty: 5885.645020
	Iteration 0F: 3 clusters Score -1.912978e+07 nChanged 68015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -19169240.000000 Penalty: 5885.645020
	Iteration 1F: 3 clusters Score -1.916924e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -19170048.000000 Penalty: 5885.645020
	Iteration 2Q: 3 clusters Score -1.917005e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -19171376.000000 Penalty: 5885.645020
	Iteration 3Q: 3 clusters Score -1.917138e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -19172606.000000 Penalty: 5885.645020
	Iteration 4Q: 3 clusters Score -1.917261e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -19174874.000000 Penalty: 5885.645020
	Iteration 5Q: 3 clusters Score -1.917487e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -19178644.000000 Penalty: 5885.645020
	Iteration 6F: 3 clusters Score -1.917864e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -19184588.000000 Penalty: 5885.645020
	Iteration 7F: 3 clusters Score -1.918459e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -19192454.000000 Penalty: 5885.645020
	Iteration 8F: 3 clusters Score -1.919245e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -19201778.000000 Penalty: 5885.645020
	Iteration 9F: 3 clusters Score -1.920178e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124173 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -19209854.000000 Penalty: 5885.645020
	Iteration 10F: 3 clusters Score -1.920985e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129325 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -19215120.000000 Penalty: 5885.645020
	Iteration 11Q: 3 clusters Score -1.921512e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -19218048.000000 Penalty: 5885.645020
	Iteration 12Q: 3 clusters Score -1.921805e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -19219688.000000 Penalty: 5885.645020
	Iteration 13Q: 3 clusters Score -1.921969e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -19220508.000000 Penalty: 5885.645020
	Iteration 14Q: 3 clusters Score -1.922051e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -19221142.000000 Penalty: 5885.645020
	Iteration 15Q: 3 clusters Score -1.922114e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136479 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -19221538.000000 Penalty: 5885.645020
	Iteration 16Q: 3 clusters Score -1.922154e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -19221816.000000 Penalty: 5885.645020
	Iteration 17Q: 3 clusters Score -1.922182e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -19221976.000000 Penalty: 5885.645020
	Iteration 18Q: 3 clusters Score -1.922198e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19222142.000000 Penalty: 5885.645020
	Iteration 19Q: 3 clusters Score -1.922214e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -19222224.000000 Penalty: 5885.645020
	Iteration 20F: 3 clusters Score -1.922222e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -19222348.000000 Penalty: 5885.645020
	Iteration 21Q: 3 clusters Score -1.922235e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -19222414.000000 Penalty: 5885.645020
	Iteration 22Q: 3 clusters Score -1.922241e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -19222474.000000 Penalty: 5885.645020
	Iteration 23Q: 3 clusters Score -1.922247e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -19222546.000000 Penalty: 5885.645020
	Iteration 24Q: 3 clusters Score -1.922255e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -19222554.000000 Penalty: 5885.645020
	Iteration 25Q: 3 clusters Score -1.922255e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -19222614.000000 Penalty: 5885.645020
	Iteration 26Q: 3 clusters Score -1.922261e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -19222634.000000 Penalty: 5885.645020
	Iteration 27Q: 3 clusters Score -1.922263e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139455 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -19222672.000000 Penalty: 5885.645020
	Iteration 28Q: 3 clusters Score -1.922267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -19222694.000000 Penalty: 5885.645020
	Iteration 29Q: 3 clusters Score -1.922269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19222684.000000 Penalty: 5885.645020
	Iteration 30Q: 3 clusters Score -1.922268e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19222730.000000 Penalty: 5885.645020
	Iteration 31Q: 3 clusters Score -1.922273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19222746.000000 Penalty: 5885.645020
	Iteration 32Q: 3 clusters Score -1.922275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19222774.000000 Penalty: 5885.645020
	Iteration 33Q: 3 clusters Score -1.922277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -19222756.000000 Penalty: 5885.645020
	Iteration 34Q: 3 clusters Score -1.922276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19222758.000000 Penalty: 5885.645020
	Iteration 35Q: 3 clusters Score -1.922276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139771 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19222748.000000 Penalty: 5885.645020
	Iteration 36Q: 3 clusters Score -1.922275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -19222762.000000 Penalty: 5885.645020
	Iteration 37Q: 3 clusters Score -1.922276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139810 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19222744.000000 Penalty: 5885.645020
	Iteration 38Q: 3 clusters Score -1.922274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139831 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -19222768.000000 Penalty: 5885.645020
	Iteration 39Q: 3 clusters Score -1.922277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -19222762.000000 Penalty: 5885.645020
	Iteration 40F: 3 clusters Score -1.922276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -19222772.000000 Penalty: 5885.645020
	Iteration 41Q: 3 clusters Score -1.922277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -19222774.000000 Penalty: 5885.645020
	Iteration 42Q: 3 clusters Score -1.922277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19222800.000000 Penalty: 5885.645020
	Iteration 43Q: 3 clusters Score -1.92228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139913 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -19222802.000000 Penalty: 5885.645020
	Iteration 44Q: 3 clusters Score -1.92228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19222824.000000 Penalty: 5885.645020
	Iteration 45Q: 3 clusters Score -1.922282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139929 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -19222838.000000 Penalty: 5885.645020
	Iteration 46Q: 3 clusters Score -1.922284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19222836.000000 Penalty: 5885.645020
	Iteration 47Q: 3 clusters Score -1.922284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19222828.000000 Penalty: 5885.645020
	Iteration 48Q: 3 clusters Score -1.922283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19222838.000000 Penalty: 5885.645020
	Iteration 49Q: 3 clusters Score -1.922284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19222832.000000 Penalty: 5885.645020
	Iteration 50Q: 3 clusters Score -1.922283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -19222866.000000 Penalty: 5885.645020
	Iteration 51Q: 3 clusters Score -1.922287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19222846.000000 Penalty: 5885.645020
	Iteration 52Q: 3 clusters Score -1.922285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19222848.000000 Penalty: 5885.645020
	Iteration 53Q: 3 clusters Score -1.922285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 54Q: 3 clusters Score -1.922285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19222864.000000 Penalty: 5885.645020
	Iteration 55Q: 3 clusters Score -1.922286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19222868.000000 Penalty: 5885.645020
	Iteration 56Q: 3 clusters Score -1.922287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139971 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19222882.000000 Penalty: 5885.645020
	Iteration 57Q: 3 clusters Score -1.922288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19222868.000000 Penalty: 5885.645020
	Iteration 58Q: 3 clusters Score -1.922287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139976 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19222862.000000 Penalty: 5885.645020
	Iteration 59Q: 3 clusters Score -1.922286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19222846.000000 Penalty: 5885.645020
	Iteration 60F: 3 clusters Score -1.922285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 61Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19222840.000000 Penalty: 5885.645020
	Iteration 62Q: 3 clusters Score -1.922284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139987 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -19222842.000000 Penalty: 5885.645020
	Iteration 63Q: 3 clusters Score -1.922284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19222852.000000 Penalty: 5885.645020
	Iteration 64Q: 3 clusters Score -1.922285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139995 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 5885.645020
	Iteration 65Q: 3 clusters Score -1.922285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 66Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 67Q: 3 clusters Score -1.922285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19222856.000000 Penalty: 5885.645020
	Iteration 68Q: 3 clusters Score -1.922286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19222852.000000 Penalty: 5885.645020
	Iteration 69Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -19222848.000000 Penalty: 5885.645020
	Iteration 70Q: 3 clusters Score -1.922285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19222834.000000 Penalty: 5885.645020
	Iteration 71Q: 3 clusters Score -1.922283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -19222838.000000 Penalty: 5885.645020
	Iteration 72Q: 3 clusters Score -1.922284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140012 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19222846.000000 Penalty: 5885.645020
	Iteration 73Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 74Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 5885.645020
	Iteration 75Q: 3 clusters Score -1.922285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -19222846.000000 Penalty: 5885.645020
	Iteration 76Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19222844.000000 Penalty: 5885.645020
	Iteration 77Q: 3 clusters Score -1.922284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -19222840.000000 Penalty: 5885.645020
	Iteration 78Q: 3 clusters Score -1.922284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19222848.000000 Penalty: 5885.645020
	Iteration 79Q: 3 clusters Score -1.922285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -19222828.000000 Penalty: 5885.645020
	Iteration 80F: 3 clusters Score -1.922283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -19222830.000000 Penalty: 5885.645020
	Iteration 81Q: 3 clusters Score -1.922283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -19222836.000000 Penalty: 5885.645020
	Iteration 82Q: 3 clusters Score -1.922284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -19222854.000000 Penalty: 5885.645020
	Iteration 83Q: 3 clusters Score -1.922285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 5885.645020
	Iteration 84Q: 3 clusters Score -1.922285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140042 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19222866.000000 Penalty: 5885.645020
	Iteration 85Q: 3 clusters Score -1.922287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 5885.645020
	Iteration 86Q: 3 clusters Score -1.922285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19222856.000000 Penalty: 5885.645020
	Iteration 87Q: 3 clusters Score -1.922286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 5885.645020
	Iteration 88Q: 3 clusters Score -1.922285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140045 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19222852.000000 Penalty: 5885.645020
	Iteration 89Q: 3 clusters Score -1.922285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140046 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19222856.000000 Penalty: 5885.645020
	Iteration 90Q: 3 clusters Score -1.922286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140046 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -19222856.000000 Penalty: 5885.645020
	Iteration 91F: 3 clusters Score -1.922286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (128909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Entering Unmasked Estep 
Score: -17390204.000000 Penalty: 2918.181641
	Iteration 0F: 2 clusters Score -1.73902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -17303600.000000 Penalty: 5836.363281
	Iteration 0F: 3 clusters Score -1.73036e+07 nChanged 61587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -17339372.000000 Penalty: 5836.363281
	Iteration 1F: 3 clusters Score -1.733937e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -17340116.000000 Penalty: 5836.363281
	Iteration 2Q: 3 clusters Score -1.734012e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -17340866.000000 Penalty: 5836.363281
	Iteration 3Q: 3 clusters Score -1.734087e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -17341952.000000 Penalty: 5836.363281
	Iteration 4Q: 3 clusters Score -1.734195e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -17343548.000000 Penalty: 5836.363281
	Iteration 5Q: 3 clusters Score -1.734355e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -17345526.000000 Penalty: 5836.363281
	Iteration 6Q: 3 clusters Score -1.734553e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -17348714.000000 Penalty: 5836.363281
	Iteration 7Q: 3 clusters Score -1.734871e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -17353130.000000 Penalty: 5836.363281
	Iteration 8F: 3 clusters Score -1.735313e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -17359000.000000 Penalty: 5836.363281
	Iteration 9F: 3 clusters Score -1.7359e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -17365570.000000 Penalty: 5836.363281
	Iteration 10F: 3 clusters Score -1.736557e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -17369620.000000 Penalty: 5836.363281
	Iteration 11F: 3 clusters Score -1.736962e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -17371144.000000 Penalty: 5836.363281
	Iteration 12Q: 3 clusters Score -1.737114e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -17371802.000000 Penalty: 5836.363281
	Iteration 13Q: 3 clusters Score -1.73718e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -17372298.000000 Penalty: 5836.363281
	Iteration 14Q: 3 clusters Score -1.73723e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -17372600.000000 Penalty: 5836.363281
	Iteration 15Q: 3 clusters Score -1.73726e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -17372946.000000 Penalty: 5836.363281
	Iteration 16Q: 3 clusters Score -1.737295e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -17373242.000000 Penalty: 5836.363281
	Iteration 17Q: 3 clusters Score -1.737324e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -17373550.000000 Penalty: 5836.363281
	Iteration 18Q: 3 clusters Score -1.737355e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -17373876.000000 Penalty: 5836.363281
	Iteration 19Q: 3 clusters Score -1.737388e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -17374248.000000 Penalty: 5836.363281
	Iteration 20F: 3 clusters Score -1.737425e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -17374584.000000 Penalty: 5836.363281
	Iteration 21Q: 3 clusters Score -1.737458e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -17374808.000000 Penalty: 5836.363281
	Iteration 22Q: 3 clusters Score -1.737481e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -17375098.000000 Penalty: 5836.363281
	Iteration 23Q: 3 clusters Score -1.73751e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -17375344.000000 Penalty: 5836.363281
	Iteration 24Q: 3 clusters Score -1.737534e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -17375658.000000 Penalty: 5836.363281
	Iteration 25Q: 3 clusters Score -1.737566e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -17376038.000000 Penalty: 5836.363281
	Iteration 26Q: 3 clusters Score -1.737604e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 85828 members 
Entering Unmasked Estep 
Score: -17376288.000000 Penalty: 5836.363281
	Iteration 27Q: 3 clusters Score -1.737629e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -17376664.000000 Penalty: 5836.363281
	Iteration 28Q: 3 clusters Score -1.737666e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -17377046.000000 Penalty: 5836.363281
	Iteration 29Q: 3 clusters Score -1.737705e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -17377364.000000 Penalty: 5836.363281
	Iteration 30Q: 3 clusters Score -1.737736e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -17377630.000000 Penalty: 5836.363281
	Iteration 31Q: 3 clusters Score -1.737763e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -17378140.000000 Penalty: 5836.363281
	Iteration 32Q: 3 clusters Score -1.737814e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -17378450.000000 Penalty: 5836.363281
	Iteration 33Q: 3 clusters Score -1.737845e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -17378872.000000 Penalty: 5836.363281
	Iteration 34Q: 3 clusters Score -1.737887e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -17379314.000000 Penalty: 5836.363281
	Iteration 35Q: 3 clusters Score -1.737931e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -17379792.000000 Penalty: 5836.363281
	Iteration 36Q: 3 clusters Score -1.737979e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -17380238.000000 Penalty: 5836.363281
	Iteration 37Q: 3 clusters Score -1.738024e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -17380752.000000 Penalty: 5836.363281
	Iteration 38Q: 3 clusters Score -1.738075e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -17381236.000000 Penalty: 5836.363281
	Iteration 39Q: 3 clusters Score -1.738124e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -17381638.000000 Penalty: 5836.363281
	Iteration 40F: 3 clusters Score -1.738164e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -17382152.000000 Penalty: 5836.363281
	Iteration 41Q: 3 clusters Score -1.738215e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -17382636.000000 Penalty: 5836.363281
	Iteration 42Q: 3 clusters Score -1.738264e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -17383108.000000 Penalty: 5836.363281
	Iteration 43Q: 3 clusters Score -1.738311e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 113241 members 
Entering Unmasked Estep 
Score: -17383562.000000 Penalty: 5836.363281
	Iteration 44Q: 3 clusters Score -1.738356e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -17384208.000000 Penalty: 5836.363281
	Iteration 45Q: 3 clusters Score -1.738421e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 115953 members 
Entering Unmasked Estep 
Score: -17384654.000000 Penalty: 5836.363281
	Iteration 46Q: 3 clusters Score -1.738465e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 117203 members 
Entering Unmasked Estep 
Score: -17385124.000000 Penalty: 5836.363281
	Iteration 47Q: 3 clusters Score -1.738512e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -17385522.000000 Penalty: 5836.363281
	Iteration 48Q: 3 clusters Score -1.738552e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -17385902.000000 Penalty: 5836.363281
	Iteration 49Q: 3 clusters Score -1.73859e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 120265 members 
Entering Unmasked Estep 
Score: -17386208.000000 Penalty: 5836.363281
	Iteration 50Q: 3 clusters Score -1.738621e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -17386504.000000 Penalty: 5836.363281
	Iteration 51Q: 3 clusters Score -1.73865e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -17386674.000000 Penalty: 5836.363281
	Iteration 52Q: 3 clusters Score -1.738667e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -17386814.000000 Penalty: 5836.363281
	Iteration 53Q: 3 clusters Score -1.738681e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -17387026.000000 Penalty: 5836.363281
	Iteration 54Q: 3 clusters Score -1.738703e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
Score: -17387250.000000 Penalty: 5836.363281
	Iteration 55Q: 3 clusters Score -1.738725e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -17387318.000000 Penalty: 5836.363281
	Iteration 56Q: 3 clusters Score -1.738732e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -17387456.000000 Penalty: 5836.363281
	Iteration 57Q: 3 clusters Score -1.738746e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 124509 members 
Entering Unmasked Estep 
Score: -17387588.000000 Penalty: 5836.363281
	Iteration 58Q: 3 clusters Score -1.738759e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 124795 members 
Entering Unmasked Estep 
Score: -17387650.000000 Penalty: 5836.363281
	Iteration 59Q: 3 clusters Score -1.738765e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -17387772.000000 Penalty: 5836.363281
	Iteration 60F: 3 clusters Score -1.738777e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -17387812.000000 Penalty: 5836.363281
	Iteration 61Q: 3 clusters Score -1.738781e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -17387870.000000 Penalty: 5836.363281
	Iteration 62Q: 3 clusters Score -1.738787e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 125664 members 
Entering Unmasked Estep 
Score: -17387958.000000 Penalty: 5836.363281
	Iteration 63Q: 3 clusters Score -1.738796e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -17387984.000000 Penalty: 5836.363281
	Iteration 64Q: 3 clusters Score -1.738798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -17388018.000000 Penalty: 5836.363281
	Iteration 65Q: 3 clusters Score -1.738802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -17388060.000000 Penalty: 5836.363281
	Iteration 66Q: 3 clusters Score -1.738806e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -17388092.000000 Penalty: 5836.363281
	Iteration 67Q: 3 clusters Score -1.738809e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -17388114.000000 Penalty: 5836.363281
	Iteration 68Q: 3 clusters Score -1.738811e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 126264 members 
Entering Unmasked Estep 
Score: -17388152.000000 Penalty: 5836.363281
	Iteration 69Q: 3 clusters Score -1.738815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -17388148.000000 Penalty: 5836.363281
	Iteration 70Q: 3 clusters Score -1.738815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -17388156.000000 Penalty: 5836.363281
	Iteration 71Q: 3 clusters Score -1.738816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -17388168.000000 Penalty: 5836.363281
	Iteration 72Q: 3 clusters Score -1.738817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 126440 members 
Entering Unmasked Estep 
Score: -17388182.000000 Penalty: 5836.363281
	Iteration 73Q: 3 clusters Score -1.738818e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -17388168.000000 Penalty: 5836.363281
	Iteration 74Q: 3 clusters Score -1.738817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -17388166.000000 Penalty: 5836.363281
	Iteration 75Q: 3 clusters Score -1.738817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 126545 members 
Entering Unmasked Estep 
Score: -17388202.000000 Penalty: 5836.363281
	Iteration 76Q: 3 clusters Score -1.73882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -17388196.000000 Penalty: 5836.363281
	Iteration 77Q: 3 clusters Score -1.73882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 126602 members 
Entering Unmasked Estep 
Score: -17388194.000000 Penalty: 5836.363281
	Iteration 78Q: 3 clusters Score -1.738819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 126623 members 
Entering Unmasked Estep 
Score: -17388200.000000 Penalty: 5836.363281
	Iteration 79Q: 3 clusters Score -1.73882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -17388188.000000 Penalty: 5836.363281
	Iteration 80F: 3 clusters Score -1.738819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -17388204.000000 Penalty: 5836.363281
	Iteration 81Q: 3 clusters Score -1.73882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -17388218.000000 Penalty: 5836.363281
	Iteration 82Q: 3 clusters Score -1.738822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -17388216.000000 Penalty: 5836.363281
	Iteration 83Q: 3 clusters Score -1.738822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -17388228.000000 Penalty: 5836.363281
	Iteration 84Q: 3 clusters Score -1.738823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -17388226.000000 Penalty: 5836.363281
	Iteration 85Q: 3 clusters Score -1.738823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -17388244.000000 Penalty: 5836.363281
	Iteration 86Q: 3 clusters Score -1.738824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -17388224.000000 Penalty: 5836.363281
	Iteration 87Q: 3 clusters Score -1.738822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -17388232.000000 Penalty: 5836.363281
	Iteration 88Q: 3 clusters Score -1.738823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -17388244.000000 Penalty: 5836.363281
	Iteration 89Q: 3 clusters Score -1.738824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -17388236.000000 Penalty: 5836.363281
	Iteration 90Q: 3 clusters Score -1.738824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -17388242.000000 Penalty: 5836.363281
	Iteration 91Q: 3 clusters Score -1.738824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -17388246.000000 Penalty: 5836.363281
	Iteration 92Q: 3 clusters Score -1.738825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -17388242.000000 Penalty: 5836.363281
	Iteration 93Q: 3 clusters Score -1.738824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -17388244.000000 Penalty: 5836.363281
	Iteration 94Q: 3 clusters Score -1.738824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -17388250.000000 Penalty: 5836.363281
	Iteration 95Q: 3 clusters Score -1.738825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -17388242.000000 Penalty: 5836.363281
	Iteration 96Q: 3 clusters Score -1.738824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -17388256.000000 Penalty: 5836.363281
	Iteration 97Q: 3 clusters Score -1.738826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -17388246.000000 Penalty: 5836.363281
	Iteration 98Q: 3 clusters Score -1.738825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -17388244.000000 Penalty: 5836.363281
	Iteration 99Q: 3 clusters Score -1.738824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -17388238.000000 Penalty: 5836.363281
	Iteration 100F: 3 clusters Score -1.738824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -17388244.000000 Penalty: 5836.363281
	Iteration 101Q: 3 clusters Score -1.738824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -17388252.000000 Penalty: 5836.363281
	Iteration 102Q: 3 clusters Score -1.738825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -17388248.000000 Penalty: 5836.363281
	Iteration 103Q: 3 clusters Score -1.738825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 126850 members 
Entering Unmasked Estep 
Score: -17388264.000000 Penalty: 5836.363281
	Iteration 104Q: 3 clusters Score -1.738826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -17388266.000000 Penalty: 5836.363281
	Iteration 105Q: 3 clusters Score -1.738827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -17388256.000000 Penalty: 5836.363281
	Iteration 106Q: 3 clusters Score -1.738826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -17388262.000000 Penalty: 5836.363281
	Iteration 107Q: 3 clusters Score -1.738826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -17388268.000000 Penalty: 5836.363281
	Iteration 108Q: 3 clusters Score -1.738827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -17388262.000000 Penalty: 5836.363281
	Iteration 109Q: 3 clusters Score -1.738826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -17388262.000000 Penalty: 5836.363281
	Iteration 110Q: 3 clusters Score -1.738826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 126886 members 
Entering Unmasked Estep 
Score: -17388266.000000 Penalty: 5836.363281
	Iteration 111Q: 3 clusters Score -1.738827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 126889 members 
Entering Unmasked Estep 
Score: -17388266.000000 Penalty: 5836.363281
	Iteration 112Q: 3 clusters Score -1.738827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -17388264.000000 Penalty: 5836.363281
	Iteration 113Q: 3 clusters Score -1.738826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -17388264.000000 Penalty: 5836.363281
	Iteration 114F: 3 clusters Score -1.738826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Entering Unmasked Estep 
Score: -3891484.000000 Penalty: 2553.081787
	Iteration 0F: 2 clusters Score -3891484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3871142.250000 Penalty: 5106.163574
	Iteration 0F: 3 clusters Score -3871142 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3878355.250000 Penalty: 5106.163574
	Iteration 1F: 3 clusters Score -3878355 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3878763.750000 Penalty: 5106.163574
	Iteration 2Q: 3 clusters Score -3878764 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3879110.750000 Penalty: 5106.163574
	Iteration 3Q: 3 clusters Score -3879111 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3879424.500000 Penalty: 5106.163574
	Iteration 4Q: 3 clusters Score -3879424 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3879670.000000 Penalty: 5106.163574
	Iteration 5Q: 3 clusters Score -3879670 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3879935.500000 Penalty: 5106.163574
	Iteration 6Q: 3 clusters Score -3879936 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3880248.000000 Penalty: 5106.163574
	Iteration 7Q: 3 clusters Score -3880248 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3880622.000000 Penalty: 5106.163574
	Iteration 8Q: 3 clusters Score -3880622 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3881155.250000 Penalty: 5106.163574
	Iteration 9Q: 3 clusters Score -3881155 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3881895.750000 Penalty: 5106.163574
	Iteration 10Q: 3 clusters Score -3881896 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3882913.750000 Penalty: 5106.163574
	Iteration 11F: 3 clusters Score -3882914 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3884178.750000 Penalty: 5106.163574
	Iteration 12F: 3 clusters Score -3884179 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3885451.750000 Penalty: 5106.163574
	Iteration 13F: 3 clusters Score -3885452 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3886599.000000 Penalty: 5106.163574
	Iteration 14Q: 3 clusters Score -3886599 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3887453.500000 Penalty: 5106.163574
	Iteration 15Q: 3 clusters Score -3887454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3888058.250000 Penalty: 5106.163574
	Iteration 16Q: 3 clusters Score -3888058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3888449.750000 Penalty: 5106.163574
	Iteration 17Q: 3 clusters Score -3888450 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3888728.750000 Penalty: 5106.163574
	Iteration 18Q: 3 clusters Score -3888729 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3888914.000000 Penalty: 5106.163574
	Iteration 19Q: 3 clusters Score -3888914 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3889009.750000 Penalty: 5106.163574
	Iteration 20F: 3 clusters Score -3889010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3889105.250000 Penalty: 5106.163574
	Iteration 21Q: 3 clusters Score -3889105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3889176.250000 Penalty: 5106.163574
	Iteration 22Q: 3 clusters Score -3889176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3889219.000000 Penalty: 5106.163574
	Iteration 23Q: 3 clusters Score -3889219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3889238.500000 Penalty: 5106.163574
	Iteration 24Q: 3 clusters Score -3889238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3889258.250000 Penalty: 5106.163574
	Iteration 25Q: 3 clusters Score -3889258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3889267.500000 Penalty: 5106.163574
	Iteration 26Q: 3 clusters Score -3889268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3889283.500000 Penalty: 5106.163574
	Iteration 27Q: 3 clusters Score -3889284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3889292.750000 Penalty: 5106.163574
	Iteration 28Q: 3 clusters Score -3889293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3889296.250000 Penalty: 5106.163574
	Iteration 29Q: 3 clusters Score -3889296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3889298.500000 Penalty: 5106.163574
	Iteration 30Q: 3 clusters Score -3889298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3889300.250000 Penalty: 5106.163574
	Iteration 31Q: 3 clusters Score -3889300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3889298.000000 Penalty: 5106.163574
	Iteration 32Q: 3 clusters Score -3889298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3889299.500000 Penalty: 5106.163574
	Iteration 33Q: 3 clusters Score -3889300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3889297.500000 Penalty: 5106.163574
	Iteration 34Q: 3 clusters Score -3889298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3889297.500000 Penalty: 5106.163574
	Iteration 35F: 3 clusters Score -3889298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159261 members 
Entering Unmasked Estep 
Score: -21431014.000000 Penalty: 2970.618408
	Iteration 0F: 2 clusters Score -2.143101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -21327018.000000 Penalty: 5941.236816
	Iteration 0F: 3 clusters Score -2.132702e+07 nChanged 75984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -21370490.000000 Penalty: 5941.236816
	Iteration 1F: 3 clusters Score -2.137049e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -21371150.000000 Penalty: 5941.236816
	Iteration 2Q: 3 clusters Score -2.137115e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -21371936.000000 Penalty: 5941.236816
	Iteration 3Q: 3 clusters Score -2.137194e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -21373018.000000 Penalty: 5941.236816
	Iteration 4Q: 3 clusters Score -2.137302e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -21374714.000000 Penalty: 5941.236816
	Iteration 5Q: 3 clusters Score -2.137471e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -21377822.000000 Penalty: 5941.236816
	Iteration 6Q: 3 clusters Score -2.137782e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -21383874.000000 Penalty: 5941.236816
	Iteration 7F: 3 clusters Score -2.138387e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
Score: -21393996.000000 Penalty: 5941.236816
	Iteration 8F: 3 clusters Score -2.1394e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 135059 members 
Entering Unmasked Estep 
Score: -21407016.000000 Penalty: 5941.236816
	Iteration 9F: 3 clusters Score -2.140702e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -21418560.000000 Penalty: 5941.236816
	Iteration 10F: 3 clusters Score -2.141856e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 154572 members 
Entering Unmasked Estep 
Score: -21424846.000000 Penalty: 5941.236816
	Iteration 11Q: 3 clusters Score -2.142485e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -21427156.000000 Penalty: 5941.236816
	Iteration 12Q: 3 clusters Score -2.142716e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -21427938.000000 Penalty: 5941.236816
	Iteration 13Q: 3 clusters Score -2.142794e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 158875 members 
Entering Unmasked Estep 
Score: -21428186.000000 Penalty: 5941.236816
	Iteration 14Q: 3 clusters Score -2.142819e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -21428260.000000 Penalty: 5941.236816
	Iteration 15Q: 3 clusters Score -2.142826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -21428314.000000 Penalty: 5941.236816
	Iteration 16Q: 3 clusters Score -2.142831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -21428340.000000 Penalty: 5941.236816
	Iteration 17Q: 3 clusters Score -2.142834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -21428350.000000 Penalty: 5941.236816
	Iteration 18Q: 3 clusters Score -2.142835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -21428370.000000 Penalty: 5941.236816
	Iteration 19Q: 3 clusters Score -2.142837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -21428390.000000 Penalty: 5941.236816
	Iteration 20F: 3 clusters Score -2.142839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -21428398.000000 Penalty: 5941.236816
	Iteration 21Q: 3 clusters Score -2.14284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159010 members 
Entering Unmasked Estep 
Score: -21428398.000000 Penalty: 5941.236816
	Iteration 22Q: 3 clusters Score -2.14284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159010 members 
Entering Unmasked Estep 
Score: -21428392.000000 Penalty: 5941.236816
	Iteration 23Q: 3 clusters Score -2.142839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 159010 members 
Entering Unmasked Estep 
Score: -21428390.000000 Penalty: 5941.236816
	Iteration 24Q: 3 clusters Score -2.142839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -21428394.000000 Penalty: 5941.236816
	Iteration 25Q: 3 clusters Score -2.142839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -21428394.000000 Penalty: 5941.236816
	Iteration 26F: 3 clusters Score -2.142839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Entering Unmasked Estep 
Score: -18760018.000000 Penalty: 2936.765869
	Iteration 0F: 2 clusters Score -1.876002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -18667648.000000 Penalty: 5873.531738
	Iteration 0F: 3 clusters Score -1.866765e+07 nChanged 66384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -18705870.000000 Penalty: 5873.531738
	Iteration 1F: 3 clusters Score -1.870587e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -18706524.000000 Penalty: 5873.531738
	Iteration 2Q: 3 clusters Score -1.870652e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -18707152.000000 Penalty: 5873.531738
	Iteration 3Q: 3 clusters Score -1.870715e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -18707728.000000 Penalty: 5873.531738
	Iteration 4Q: 3 clusters Score -1.870773e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -18708794.000000 Penalty: 5873.531738
	Iteration 5Q: 3 clusters Score -1.870879e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -18710192.000000 Penalty: 5873.531738
	Iteration 6Q: 3 clusters Score -1.871019e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -18712738.000000 Penalty: 5873.531738
	Iteration 7Q: 3 clusters Score -1.871274e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -18717422.000000 Penalty: 5873.531738
	Iteration 8F: 3 clusters Score -1.871742e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -18725230.000000 Penalty: 5873.531738
	Iteration 9F: 3 clusters Score -1.872523e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -18735894.000000 Penalty: 5873.531738
	Iteration 10F: 3 clusters Score -1.873589e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -18746716.000000 Penalty: 5873.531738
	Iteration 11F: 3 clusters Score -1.874672e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -18753506.000000 Penalty: 5873.531738
	Iteration 12F: 3 clusters Score -1.875351e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -18756100.000000 Penalty: 5873.531738
	Iteration 13Q: 3 clusters Score -1.87561e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138164 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18756926.000000 Penalty: 5873.531738
	Iteration 14Q: 3 clusters Score -1.875693e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18757156.000000 Penalty: 5873.531738
	Iteration 15Q: 3 clusters Score -1.875716e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18757352.000000 Penalty: 5873.531738
	Iteration 16Q: 3 clusters Score -1.875735e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18757446.000000 Penalty: 5873.531738
	Iteration 17Q: 3 clusters Score -1.875745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18757474.000000 Penalty: 5873.531738
	Iteration 18Q: 3 clusters Score -1.875747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18757514.000000 Penalty: 5873.531738
	Iteration 19Q: 3 clusters Score -1.875751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18757542.000000 Penalty: 5873.531738
	Iteration 20F: 3 clusters Score -1.875754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18757544.000000 Penalty: 5873.531738
	Iteration 21Q: 3 clusters Score -1.875754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18757544.000000 Penalty: 5873.531738
	Iteration 22Q: 3 clusters Score -1.875754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18757552.000000 Penalty: 5873.531738
	Iteration 23Q: 3 clusters Score -1.875755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18757552.000000 Penalty: 5873.531738
	Iteration 24Q: 3 clusters Score -1.875755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138589 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18757554.000000 Penalty: 5873.531738
	Iteration 25Q: 3 clusters Score -1.875755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138589 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18757554.000000 Penalty: 5873.531738
	Iteration 26F: 3 clusters Score -1.875755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -228095.703125 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -228095.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -225972.125000 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -225972.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -229772.500000 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -229772.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -232897.171875 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -232897.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -235849.750000 Penalty: 3769.799561
	Iteration 3F: 3 clusters Score -235849.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -236580.906250 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -236580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -236680.593750 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -236680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236788.671875 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -236788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236839.812500 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -236839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236839.812500 Penalty: 3769.799561
	Iteration 8F: 3 clusters Score -236839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263205 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 142375 members 
Mstep: Class 9 contains 128909 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 159261 members 
Mstep: Class 13 contains 138940 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 173759 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16922 members 
Entering Unmasked Estep 
Score: -180303408.000000 Penalty: 63080.269531
Splitting cluster 14 changes total score from -180295072.000000 to -180303408.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 16 (7661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Entering Unmasked Estep 
Score: -946765.125000 Penalty: 2218.086670
	Iteration 0F: 2 clusters Score -946765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -940559.125000 Penalty: 4436.173340
	Iteration 0F: 3 clusters Score -940559.1 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -942934.062500 Penalty: 4436.173340
	Iteration 1F: 3 clusters Score -942934.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -944644.250000 Penalty: 4436.173340
	Iteration 2F: 3 clusters Score -944644.2 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -946068.875000 Penalty: 4436.173340
	Iteration 3F: 3 clusters Score -946068.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -946778.062500 Penalty: 4436.173340
	Iteration 4F: 3 clusters Score -946778.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -947118.937500 Penalty: 4436.173340
	Iteration 5F: 3 clusters Score -947118.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -947295.000000 Penalty: 4436.173340
	Iteration 6Q: 3 clusters Score -947295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -947393.375000 Penalty: 4436.173340
	Iteration 7Q: 3 clusters Score -947393.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -947470.187500 Penalty: 4436.173340
	Iteration 8Q: 3 clusters Score -947470.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -947532.125000 Penalty: 4436.173340
	Iteration 9Q: 3 clusters Score -947532.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -947588.625000 Penalty: 4436.173340
	Iteration 10Q: 3 clusters Score -947588.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -947653.437500 Penalty: 4436.173340
	Iteration 11Q: 3 clusters Score -947653.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -947719.125000 Penalty: 4436.173340
	Iteration 12Q: 3 clusters Score -947719.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -947761.312500 Penalty: 4436.173340
	Iteration 13Q: 3 clusters Score -947761.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -947796.687500 Penalty: 4436.173340
	Iteration 14Q: 3 clusters Score -947796.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -947833.812500 Penalty: 4436.173340
	Iteration 15Q: 3 clusters Score -947833.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -947878.625000 Penalty: 4436.173340
	Iteration 16Q: 3 clusters Score -947878.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -947922.750000 Penalty: 4436.173340
	Iteration 17Q: 3 clusters Score -947922.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -947956.875000 Penalty: 4436.173340
	Iteration 18Q: 3 clusters Score -947956.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -947993.625000 Penalty: 4436.173340
	Iteration 19Q: 3 clusters Score -947993.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -948032.437500 Penalty: 4436.173340
	Iteration 20F: 3 clusters Score -948032.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -948060.375000 Penalty: 4436.173340
	Iteration 21Q: 3 clusters Score -948060.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -948088.812500 Penalty: 4436.173340
	Iteration 22Q: 3 clusters Score -948088.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -948114.875000 Penalty: 4436.173340
	Iteration 23Q: 3 clusters Score -948114.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -948143.125000 Penalty: 4436.173340
	Iteration 24Q: 3 clusters Score -948143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -948171.250000 Penalty: 4436.173340
	Iteration 25Q: 3 clusters Score -948171.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -948193.687500 Penalty: 4436.173340
	Iteration 26Q: 3 clusters Score -948193.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -948220.562500 Penalty: 4436.173340
	Iteration 27Q: 3 clusters Score -948220.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -948237.562500 Penalty: 4436.173340
	Iteration 28Q: 3 clusters Score -948237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -948252.437500 Penalty: 4436.173340
	Iteration 29Q: 3 clusters Score -948252.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -948263.937500 Penalty: 4436.173340
	Iteration 30Q: 3 clusters Score -948263.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -948269.750000 Penalty: 4436.173340
	Iteration 31Q: 3 clusters Score -948269.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -948276.687500 Penalty: 4436.173340
	Iteration 32Q: 3 clusters Score -948276.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -948282.375000 Penalty: 4436.173340
	Iteration 33Q: 3 clusters Score -948282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -948282.125000 Penalty: 4436.173340
	Iteration 34Q: 3 clusters Score -948282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -948284.000000 Penalty: 4436.173340
	Iteration 35Q: 3 clusters Score -948284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -948285.125000 Penalty: 4436.173340
	Iteration 36Q: 3 clusters Score -948285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -948285.750000 Penalty: 4436.173340
	Iteration 37Q: 3 clusters Score -948285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -948287.937500 Penalty: 4436.173340
	Iteration 38Q: 3 clusters Score -948287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -948287.687500 Penalty: 4436.173340
	Iteration 39Q: 3 clusters Score -948287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -948289.062500 Penalty: 4436.173340
	Iteration 40F: 3 clusters Score -948289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263205 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 142375 members 
Mstep: Class 9 contains 128909 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 159261 members 
Mstep: Class 13 contains 138940 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 173759 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16922 members 
Entering Unmasked Estep 
Score: -180304112.000000 Penalty: 66584.734375
Splitting cluster 16 changes total score from -180295072.000000 to -180304112.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (173759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Entering Unmasked Estep 
Score: -23356728.000000 Penalty: 2992.225342
	Iteration 0F: 2 clusters Score -2.335673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -23242154.000000 Penalty: 5984.450684
	Iteration 0F: 3 clusters Score -2.324215e+07 nChanged 83312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -23291198.000000 Penalty: 5984.450684
	Iteration 1F: 3 clusters Score -2.32912e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -23293292.000000 Penalty: 5984.450684
	Iteration 2Q: 3 clusters Score -2.329329e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -23296302.000000 Penalty: 5984.450684
	Iteration 3Q: 3 clusters Score -2.32963e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -23301504.000000 Penalty: 5984.450684
	Iteration 4F: 3 clusters Score -2.33015e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -23309076.000000 Penalty: 5984.450684
	Iteration 5F: 3 clusters Score -2.330908e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -23319190.000000 Penalty: 5984.450684
	Iteration 6F: 3 clusters Score -2.331919e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118745 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -23331162.000000 Penalty: 5984.450684
	Iteration 7F: 3 clusters Score -2.333116e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -23340714.000000 Penalty: 5984.450684
	Iteration 8F: 3 clusters Score -2.334071e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -23345162.000000 Penalty: 5984.450684
	Iteration 9Q: 3 clusters Score -2.334516e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -23346898.000000 Penalty: 5984.450684
	Iteration 10Q: 3 clusters Score -2.33469e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132874 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -23347946.000000 Penalty: 5984.450684
	Iteration 11Q: 3 clusters Score -2.334795e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -23348682.000000 Penalty: 5984.450684
	Iteration 12Q: 3 clusters Score -2.334868e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136787 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -23349242.000000 Penalty: 5984.450684
	Iteration 13Q: 3 clusters Score -2.334924e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -23349864.000000 Penalty: 5984.450684
	Iteration 14Q: 3 clusters Score -2.334986e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140383 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -23350366.000000 Penalty: 5984.450684
	Iteration 15Q: 3 clusters Score -2.335037e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141998 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -23350816.000000 Penalty: 5984.450684
	Iteration 16Q: 3 clusters Score -2.335082e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -23351274.000000 Penalty: 5984.450684
	Iteration 17Q: 3 clusters Score -2.335127e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -23351470.000000 Penalty: 5984.450684
	Iteration 18Q: 3 clusters Score -2.335147e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146477 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -23351894.000000 Penalty: 5984.450684
	Iteration 19Q: 3 clusters Score -2.335189e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -23352290.000000 Penalty: 5984.450684
	Iteration 20F: 3 clusters Score -2.335229e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -23352558.000000 Penalty: 5984.450684
	Iteration 21Q: 3 clusters Score -2.335256e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -23352940.000000 Penalty: 5984.450684
	Iteration 22Q: 3 clusters Score -2.335294e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -23353150.000000 Penalty: 5984.450684
	Iteration 23Q: 3 clusters Score -2.335315e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153095 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -23353352.000000 Penalty: 5984.450684
	Iteration 24Q: 3 clusters Score -2.335335e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -23353528.000000 Penalty: 5984.450684
	Iteration 25Q: 3 clusters Score -2.335353e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -23353744.000000 Penalty: 5984.450684
	Iteration 26Q: 3 clusters Score -2.335374e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -23353988.000000 Penalty: 5984.450684
	Iteration 27Q: 3 clusters Score -2.335399e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157714 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -23354226.000000 Penalty: 5984.450684
	Iteration 28Q: 3 clusters Score -2.335423e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -23354454.000000 Penalty: 5984.450684
	Iteration 29Q: 3 clusters Score -2.335445e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159833 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -23354502.000000 Penalty: 5984.450684
	Iteration 30Q: 3 clusters Score -2.33545e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -23354658.000000 Penalty: 5984.450684
	Iteration 31Q: 3 clusters Score -2.335466e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -23354824.000000 Penalty: 5984.450684
	Iteration 32Q: 3 clusters Score -2.335482e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -23354944.000000 Penalty: 5984.450684
	Iteration 33Q: 3 clusters Score -2.335494e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -23355084.000000 Penalty: 5984.450684
	Iteration 34Q: 3 clusters Score -2.335508e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -23355180.000000 Penalty: 5984.450684
	Iteration 35Q: 3 clusters Score -2.335518e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -23355234.000000 Penalty: 5984.450684
	Iteration 36Q: 3 clusters Score -2.335523e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -23355372.000000 Penalty: 5984.450684
	Iteration 37Q: 3 clusters Score -2.335537e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -23355484.000000 Penalty: 5984.450684
	Iteration 38Q: 3 clusters Score -2.335548e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -23355484.000000 Penalty: 5984.450684
	Iteration 39Q: 3 clusters Score -2.335548e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -23355514.000000 Penalty: 5984.450684
	Iteration 40F: 3 clusters Score -2.335551e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -23355498.000000 Penalty: 5984.450684
	Iteration 41Q: 3 clusters Score -2.33555e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166619 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -23355506.000000 Penalty: 5984.450684
	Iteration 42Q: 3 clusters Score -2.335551e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -23355518.000000 Penalty: 5984.450684
	Iteration 43Q: 3 clusters Score -2.335552e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -23355636.000000 Penalty: 5984.450684
	Iteration 44Q: 3 clusters Score -2.335564e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -23355598.000000 Penalty: 5984.450684
	Iteration 45Q: 3 clusters Score -2.33556e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -23355600.000000 Penalty: 5984.450684
	Iteration 46Q: 3 clusters Score -2.33556e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167953 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -23355602.000000 Penalty: 5984.450684
	Iteration 47Q: 3 clusters Score -2.33556e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168149 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -23355572.000000 Penalty: 5984.450684
	Iteration 48Q: 3 clusters Score -2.335557e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -23355626.000000 Penalty: 5984.450684
	Iteration 49Q: 3 clusters Score -2.335563e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -23355654.000000 Penalty: 5984.450684
	Iteration 50Q: 3 clusters Score -2.335565e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -23355720.000000 Penalty: 5984.450684
	Iteration 51Q: 3 clusters Score -2.335572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -23355720.000000 Penalty: 5984.450684
	Iteration 52Q: 3 clusters Score -2.335572e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -23355750.000000 Penalty: 5984.450684
	Iteration 53Q: 3 clusters Score -2.335575e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -23355794.000000 Penalty: 5984.450684
	Iteration 54Q: 3 clusters Score -2.335579e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169097 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -23355790.000000 Penalty: 5984.450684
	Iteration 55Q: 3 clusters Score -2.335579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -23355830.000000 Penalty: 5984.450684
	Iteration 56Q: 3 clusters Score -2.335583e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169228 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -23355772.000000 Penalty: 5984.450684
	Iteration 57Q: 3 clusters Score -2.335577e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -23355796.000000 Penalty: 5984.450684
	Iteration 58Q: 3 clusters Score -2.33558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169330 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -23355756.000000 Penalty: 5984.450684
	Iteration 59Q: 3 clusters Score -2.335576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -23355768.000000 Penalty: 5984.450684
	Iteration 60F: 3 clusters Score -2.335577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -23355752.000000 Penalty: 5984.450684
	Iteration 61Q: 3 clusters Score -2.335575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -23355760.000000 Penalty: 5984.450684
	Iteration 62Q: 3 clusters Score -2.335576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -23355762.000000 Penalty: 5984.450684
	Iteration 63Q: 3 clusters Score -2.335576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -23355774.000000 Penalty: 5984.450684
	Iteration 64Q: 3 clusters Score -2.335577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -23355762.000000 Penalty: 5984.450684
	Iteration 65Q: 3 clusters Score -2.335576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -23355762.000000 Penalty: 5984.450684
	Iteration 66Q: 3 clusters Score -2.335576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -23355768.000000 Penalty: 5984.450684
	Iteration 67Q: 3 clusters Score -2.335577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -23355762.000000 Penalty: 5984.450684
	Iteration 68Q: 3 clusters Score -2.335576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -23355762.000000 Penalty: 5984.450684
	Iteration 69Q: 3 clusters Score -2.335576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -23355764.000000 Penalty: 5984.450684
	Iteration 70Q: 3 clusters Score -2.335576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -23355732.000000 Penalty: 5984.450684
	Iteration 71Q: 3 clusters Score -2.335573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23355740.000000 Penalty: 5984.450684
	Iteration 72Q: 3 clusters Score -2.335574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169680 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -23355738.000000 Penalty: 5984.450684
	Iteration 73Q: 3 clusters Score -2.335574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -23355744.000000 Penalty: 5984.450684
	Iteration 74Q: 3 clusters Score -2.335574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -23355760.000000 Penalty: 5984.450684
	Iteration 75Q: 3 clusters Score -2.335576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -23355754.000000 Penalty: 5984.450684
	Iteration 76Q: 3 clusters Score -2.335575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -23355756.000000 Penalty: 5984.450684
	Iteration 77Q: 3 clusters Score -2.335576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -23355752.000000 Penalty: 5984.450684
	Iteration 78Q: 3 clusters Score -2.335575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -23355746.000000 Penalty: 5984.450684
	Iteration 79Q: 3 clusters Score -2.335575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -23355752.000000 Penalty: 5984.450684
	Iteration 80F: 3 clusters Score -2.335575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169821 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -23355760.000000 Penalty: 5984.450684
	Iteration 81Q: 3 clusters Score -2.335576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -23355746.000000 Penalty: 5984.450684
	Iteration 82Q: 3 clusters Score -2.335575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -23355726.000000 Penalty: 5984.450684
	Iteration 83Q: 3 clusters Score -2.335573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169860 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -23355720.000000 Penalty: 5984.450684
	Iteration 84Q: 3 clusters Score -2.335572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -23355710.000000 Penalty: 5984.450684
	Iteration 85Q: 3 clusters Score -2.335571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -23355696.000000 Penalty: 5984.450684
	Iteration 86Q: 3 clusters Score -2.33557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -23355698.000000 Penalty: 5984.450684
	Iteration 87Q: 3 clusters Score -2.33557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -23355688.000000 Penalty: 5984.450684
	Iteration 88Q: 3 clusters Score -2.335569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -23355692.000000 Penalty: 5984.450684
	Iteration 89Q: 3 clusters Score -2.335569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23355680.000000 Penalty: 5984.450684
	Iteration 90Q: 3 clusters Score -2.335568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -23355706.000000 Penalty: 5984.450684
	Iteration 91Q: 3 clusters Score -2.335571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -23355708.000000 Penalty: 5984.450684
	Iteration 92Q: 3 clusters Score -2.335571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -23355714.000000 Penalty: 5984.450684
	Iteration 93Q: 3 clusters Score -2.335571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169937 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23355712.000000 Penalty: 5984.450684
	Iteration 94Q: 3 clusters Score -2.335571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -23355726.000000 Penalty: 5984.450684
	Iteration 95Q: 3 clusters Score -2.335573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23355708.000000 Penalty: 5984.450684
	Iteration 96Q: 3 clusters Score -2.335571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23355714.000000 Penalty: 5984.450684
	Iteration 97Q: 3 clusters Score -2.335571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -23355700.000000 Penalty: 5984.450684
	Iteration 98Q: 3 clusters Score -2.33557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -23355722.000000 Penalty: 5984.450684
	Iteration 99Q: 3 clusters Score -2.335572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169974 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -23355720.000000 Penalty: 5984.450684
	Iteration 100F: 3 clusters Score -2.335572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -23355716.000000 Penalty: 5984.450684
	Iteration 101Q: 3 clusters Score -2.335572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169988 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23355710.000000 Penalty: 5984.450684
	Iteration 102Q: 3 clusters Score -2.335571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -23355698.000000 Penalty: 5984.450684
	Iteration 103Q: 3 clusters Score -2.33557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -23355706.000000 Penalty: 5984.450684
	Iteration 104Q: 3 clusters Score -2.335571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -23355692.000000 Penalty: 5984.450684
	Iteration 105Q: 3 clusters Score -2.335569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -23355692.000000 Penalty: 5984.450684
	Iteration 106Q: 3 clusters Score -2.335569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -23355692.000000 Penalty: 5984.450684
	Iteration 107Q: 3 clusters Score -2.335569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -23355694.000000 Penalty: 5984.450684
	Iteration 108Q: 3 clusters Score -2.335569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -23355718.000000 Penalty: 5984.450684
	Iteration 109Q: 3 clusters Score -2.335572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170031 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -23355708.000000 Penalty: 5984.450684
	Iteration 110Q: 3 clusters Score -2.335571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -23355706.000000 Penalty: 5984.450684
	Iteration 111Q: 3 clusters Score -2.335571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -23355708.000000 Penalty: 5984.450684
	Iteration 112Q: 3 clusters Score -2.335571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23355702.000000 Penalty: 5984.450684
	Iteration 113Q: 3 clusters Score -2.33557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -23355724.000000 Penalty: 5984.450684
	Iteration 114Q: 3 clusters Score -2.335572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170069 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -23355726.000000 Penalty: 5984.450684
	Iteration 115Q: 3 clusters Score -2.335573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -23355732.000000 Penalty: 5984.450684
	Iteration 116Q: 3 clusters Score -2.335573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -23355728.000000 Penalty: 5984.450684
	Iteration 117Q: 3 clusters Score -2.335573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -23355752.000000 Penalty: 5984.450684
	Iteration 118Q: 3 clusters Score -2.335575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -23355752.000000 Penalty: 5984.450684
	Iteration 119Q: 3 clusters Score -2.335575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170117 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -23355760.000000 Penalty: 5984.450684
	Iteration 120F: 3 clusters Score -2.335576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -23355754.000000 Penalty: 5984.450684
	Iteration 121Q: 3 clusters Score -2.335575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -23355734.000000 Penalty: 5984.450684
	Iteration 122Q: 3 clusters Score -2.335573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -23355732.000000 Penalty: 5984.450684
	Iteration 123Q: 3 clusters Score -2.335573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -23355712.000000 Penalty: 5984.450684
	Iteration 124Q: 3 clusters Score -2.335571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -23355716.000000 Penalty: 5984.450684
	Iteration 125Q: 3 clusters Score -2.335572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -23355716.000000 Penalty: 5984.450684
	Iteration 126Q: 3 clusters Score -2.335572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -23355718.000000 Penalty: 5984.450684
	Iteration 127Q: 3 clusters Score -2.335572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23355722.000000 Penalty: 5984.450684
	Iteration 128Q: 3 clusters Score -2.335572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23355722.000000 Penalty: 5984.450684
	Iteration 129F: 3 clusters Score -2.335572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Entering Unmasked Estep 
Score: -5687270.500000 Penalty: 2639.533447
	Iteration 0F: 2 clusters Score -5687270 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 20999 members 
Entering Unmasked Estep 
Score: -5658903.500000 Penalty: 5279.066895
	Iteration 0F: 3 clusters Score -5658904 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5669366.500000 Penalty: 5279.066895
	Iteration 1F: 3 clusters Score -5669366 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5669918.500000 Penalty: 5279.066895
	Iteration 2Q: 3 clusters Score -5669918 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5670401.000000 Penalty: 5279.066895
	Iteration 3Q: 3 clusters Score -5670401 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5671019.500000 Penalty: 5279.066895
	Iteration 4Q: 3 clusters Score -5671020 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -5671738.500000 Penalty: 5279.066895
	Iteration 5Q: 3 clusters Score -5671738 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5672636.500000 Penalty: 5279.066895
	Iteration 6Q: 3 clusters Score -5672636 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5673773.000000 Penalty: 5279.066895
	Iteration 7F: 3 clusters Score -5673773 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -5675474.500000 Penalty: 5279.066895
	Iteration 8F: 3 clusters Score -5675474 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5677683.000000 Penalty: 5279.066895
	Iteration 9F: 3 clusters Score -5677683 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5679843.500000 Penalty: 5279.066895
	Iteration 10F: 3 clusters Score -5679844 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -5681393.500000 Penalty: 5279.066895
	Iteration 11F: 3 clusters Score -5681394 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -5682253.500000 Penalty: 5279.066895
	Iteration 12Q: 3 clusters Score -5682254 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -5682756.000000 Penalty: 5279.066895
	Iteration 13Q: 3 clusters Score -5682756 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -5683181.500000 Penalty: 5279.066895
	Iteration 14Q: 3 clusters Score -5683182 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5683449.500000 Penalty: 5279.066895
	Iteration 15Q: 3 clusters Score -5683450 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -5683662.000000 Penalty: 5279.066895
	Iteration 16Q: 3 clusters Score -5683662 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -5683855.000000 Penalty: 5279.066895
	Iteration 17Q: 3 clusters Score -5683855 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5684040.500000 Penalty: 5279.066895
	Iteration 18Q: 3 clusters Score -5684040 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5684152.000000 Penalty: 5279.066895
	Iteration 19Q: 3 clusters Score -5684152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5684295.500000 Penalty: 5279.066895
	Iteration 20F: 3 clusters Score -5684296 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5684405.000000 Penalty: 5279.066895
	Iteration 21Q: 3 clusters Score -5684405 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5684477.500000 Penalty: 5279.066895
	Iteration 22Q: 3 clusters Score -5684478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5684569.000000 Penalty: 5279.066895
	Iteration 23Q: 3 clusters Score -5684569 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5684627.000000 Penalty: 5279.066895
	Iteration 24Q: 3 clusters Score -5684627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -5684671.000000 Penalty: 5279.066895
	Iteration 25Q: 3 clusters Score -5684671 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5684715.000000 Penalty: 5279.066895
	Iteration 26Q: 3 clusters Score -5684715 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5684750.000000 Penalty: 5279.066895
	Iteration 27Q: 3 clusters Score -5684750 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5684810.000000 Penalty: 5279.066895
	Iteration 28Q: 3 clusters Score -5684810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5684849.000000 Penalty: 5279.066895
	Iteration 29Q: 3 clusters Score -5684849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -5684874.500000 Penalty: 5279.066895
	Iteration 30Q: 3 clusters Score -5684874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5684925.500000 Penalty: 5279.066895
	Iteration 31Q: 3 clusters Score -5684926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5684942.500000 Penalty: 5279.066895
	Iteration 32Q: 3 clusters Score -5684942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5684982.000000 Penalty: 5279.066895
	Iteration 33Q: 3 clusters Score -5684982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5685034.500000 Penalty: 5279.066895
	Iteration 34Q: 3 clusters Score -5685034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5685061.000000 Penalty: 5279.066895
	Iteration 35Q: 3 clusters Score -5685061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5685069.500000 Penalty: 5279.066895
	Iteration 36Q: 3 clusters Score -5685070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5685092.000000 Penalty: 5279.066895
	Iteration 37Q: 3 clusters Score -5685092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5685105.000000 Penalty: 5279.066895
	Iteration 38Q: 3 clusters Score -5685105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5685127.500000 Penalty: 5279.066895
	Iteration 39Q: 3 clusters Score -5685128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5685142.000000 Penalty: 5279.066895
	Iteration 40F: 3 clusters Score -5685142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5685152.500000 Penalty: 5279.066895
	Iteration 41Q: 3 clusters Score -5685152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5685161.000000 Penalty: 5279.066895
	Iteration 42Q: 3 clusters Score -5685161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5685174.500000 Penalty: 5279.066895
	Iteration 43Q: 3 clusters Score -5685174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5685176.500000 Penalty: 5279.066895
	Iteration 44Q: 3 clusters Score -5685176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5685189.000000 Penalty: 5279.066895
	Iteration 45Q: 3 clusters Score -5685189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5685191.000000 Penalty: 5279.066895
	Iteration 46Q: 3 clusters Score -5685191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5685209.000000 Penalty: 5279.066895
	Iteration 47Q: 3 clusters Score -5685209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5685205.000000 Penalty: 5279.066895
	Iteration 48Q: 3 clusters Score -5685205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5685208.500000 Penalty: 5279.066895
	Iteration 49Q: 3 clusters Score -5685208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5685214.500000 Penalty: 5279.066895
	Iteration 50Q: 3 clusters Score -5685214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5685216.500000 Penalty: 5279.066895
	Iteration 51Q: 3 clusters Score -5685216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5685219.500000 Penalty: 5279.066895
	Iteration 52Q: 3 clusters Score -5685220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5685223.500000 Penalty: 5279.066895
	Iteration 53Q: 3 clusters Score -5685224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5685236.500000 Penalty: 5279.066895
	Iteration 54Q: 3 clusters Score -5685236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5685248.500000 Penalty: 5279.066895
	Iteration 55Q: 3 clusters Score -5685248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5685244.500000 Penalty: 5279.066895
	Iteration 56Q: 3 clusters Score -5685244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5685258.000000 Penalty: 5279.066895
	Iteration 57Q: 3 clusters Score -5685258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -5685270.000000 Penalty: 5279.066895
	Iteration 58Q: 3 clusters Score -5685270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5685269.000000 Penalty: 5279.066895
	Iteration 59Q: 3 clusters Score -5685269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5685275.000000 Penalty: 5279.066895
	Iteration 60F: 3 clusters Score -5685275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5685284.000000 Penalty: 5279.066895
	Iteration 61Q: 3 clusters Score -5685284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5685287.000000 Penalty: 5279.066895
	Iteration 62Q: 3 clusters Score -5685287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5685283.500000 Penalty: 5279.066895
	Iteration 63Q: 3 clusters Score -5685284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5685292.500000 Penalty: 5279.066895
	Iteration 64Q: 3 clusters Score -5685292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5685301.000000 Penalty: 5279.066895
	Iteration 65Q: 3 clusters Score -5685301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5685314.000000 Penalty: 5279.066895
	Iteration 66Q: 3 clusters Score -5685314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5685309.500000 Penalty: 5279.066895
	Iteration 67Q: 3 clusters Score -5685310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5685316.000000 Penalty: 5279.066895
	Iteration 68Q: 3 clusters Score -5685316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5685315.500000 Penalty: 5279.066895
	Iteration 69Q: 3 clusters Score -5685316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5685312.000000 Penalty: 5279.066895
	Iteration 70Q: 3 clusters Score -5685312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5685319.000000 Penalty: 5279.066895
	Iteration 71Q: 3 clusters Score -5685319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5685322.500000 Penalty: 5279.066895
	Iteration 72Q: 3 clusters Score -5685322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5685334.500000 Penalty: 5279.066895
	Iteration 73Q: 3 clusters Score -5685334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5685343.000000 Penalty: 5279.066895
	Iteration 74Q: 3 clusters Score -5685343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5685349.000000 Penalty: 5279.066895
	Iteration 75Q: 3 clusters Score -5685349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5685353.000000 Penalty: 5279.066895
	Iteration 76Q: 3 clusters Score -5685353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5685349.500000 Penalty: 5279.066895
	Iteration 77Q: 3 clusters Score -5685350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -5685351.000000 Penalty: 5279.066895
	Iteration 78Q: 3 clusters Score -5685351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5685360.500000 Penalty: 5279.066895
	Iteration 79Q: 3 clusters Score -5685360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5685360.000000 Penalty: 5279.066895
	Iteration 80F: 3 clusters Score -5685360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5685357.500000 Penalty: 5279.066895
	Iteration 81Q: 3 clusters Score -5685358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5685357.500000 Penalty: 5279.066895
	Iteration 82Q: 3 clusters Score -5685358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5685361.500000 Penalty: 5279.066895
	Iteration 83Q: 3 clusters Score -5685362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5685366.500000 Penalty: 5279.066895
	Iteration 84Q: 3 clusters Score -5685366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5685370.000000 Penalty: 5279.066895
	Iteration 85Q: 3 clusters Score -5685370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5685366.500000 Penalty: 5279.066895
	Iteration 86Q: 3 clusters Score -5685366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5685374.000000 Penalty: 5279.066895
	Iteration 87Q: 3 clusters Score -5685374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5685366.000000 Penalty: 5279.066895
	Iteration 88Q: 3 clusters Score -5685366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5685377.500000 Penalty: 5279.066895
	Iteration 89Q: 3 clusters Score -5685378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5685373.000000 Penalty: 5279.066895
	Iteration 90Q: 3 clusters Score -5685373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5685372.000000 Penalty: 5279.066895
	Iteration 91Q: 3 clusters Score -5685372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5685376.500000 Penalty: 5279.066895
	Iteration 92Q: 3 clusters Score -5685376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5685380.000000 Penalty: 5279.066895
	Iteration 93Q: 3 clusters Score -5685380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5685385.000000 Penalty: 5279.066895
	Iteration 94Q: 3 clusters Score -5685385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5685384.000000 Penalty: 5279.066895
	Iteration 95Q: 3 clusters Score -5685384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5685387.000000 Penalty: 5279.066895
	Iteration 96Q: 3 clusters Score -5685387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -5685385.500000 Penalty: 5279.066895
	Iteration 97Q: 3 clusters Score -5685386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5685387.000000 Penalty: 5279.066895
	Iteration 98Q: 3 clusters Score -5685387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -5685389.500000 Penalty: 5279.066895
	Iteration 99Q: 3 clusters Score -5685390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -5685386.000000 Penalty: 5279.066895
	Iteration 100F: 3 clusters Score -5685386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5685387.500000 Penalty: 5279.066895
	Iteration 101Q: 3 clusters Score -5685388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5685387.000000 Penalty: 5279.066895
	Iteration 102Q: 3 clusters Score -5685387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5685387.000000 Penalty: 5279.066895
	Iteration 103F: 3 clusters Score -5685387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Entering Unmasked Estep 
Score: -7465405.500000 Penalty: 2717.577393
	Iteration 0F: 2 clusters Score -7465406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -7426631.500000 Penalty: 5435.154785
	Iteration 0F: 3 clusters Score -7426632 nChanged 26774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7441755.500000 Penalty: 5435.154785
	Iteration 1F: 3 clusters Score -7441756 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -7442418.500000 Penalty: 5435.154785
	Iteration 2Q: 3 clusters Score -7442418 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -7443142.000000 Penalty: 5435.154785
	Iteration 3Q: 3 clusters Score -7443142 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -7444116.500000 Penalty: 5435.154785
	Iteration 4Q: 3 clusters Score -7444116 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -7445570.000000 Penalty: 5435.154785
	Iteration 5F: 3 clusters Score -7445570 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7447805.500000 Penalty: 5435.154785
	Iteration 6F: 3 clusters Score -7447806 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -7450890.500000 Penalty: 5435.154785
	Iteration 7F: 3 clusters Score -7450890 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7454763.500000 Penalty: 5435.154785
	Iteration 8F: 3 clusters Score -7454764 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -7458449.500000 Penalty: 5435.154785
	Iteration 9F: 3 clusters Score -7458450 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7460885.000000 Penalty: 5435.154785
	Iteration 10Q: 3 clusters Score -7460885 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7462130.500000 Penalty: 5435.154785
	Iteration 11Q: 3 clusters Score -7462130 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7462680.000000 Penalty: 5435.154785
	Iteration 12Q: 3 clusters Score -7462680 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7462965.500000 Penalty: 5435.154785
	Iteration 13Q: 3 clusters Score -7462966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7463100.500000 Penalty: 5435.154785
	Iteration 14Q: 3 clusters Score -7463100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7463170.000000 Penalty: 5435.154785
	Iteration 15Q: 3 clusters Score -7463170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7463197.000000 Penalty: 5435.154785
	Iteration 16Q: 3 clusters Score -7463197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7463201.000000 Penalty: 5435.154785
	Iteration 17Q: 3 clusters Score -7463201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7463231.500000 Penalty: 5435.154785
	Iteration 18Q: 3 clusters Score -7463232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7463239.000000 Penalty: 5435.154785
	Iteration 19Q: 3 clusters Score -7463239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7463250.500000 Penalty: 5435.154785
	Iteration 20F: 3 clusters Score -7463250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7463250.000000 Penalty: 5435.154785
	Iteration 21Q: 3 clusters Score -7463250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7463248.500000 Penalty: 5435.154785
	Iteration 22Q: 3 clusters Score -7463248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7463255.500000 Penalty: 5435.154785
	Iteration 23Q: 3 clusters Score -7463256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7463264.000000 Penalty: 5435.154785
	Iteration 24Q: 3 clusters Score -7463264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7463264.000000 Penalty: 5435.154785
	Iteration 25Q: 3 clusters Score -7463264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7463273.000000 Penalty: 5435.154785
	Iteration 26Q: 3 clusters Score -7463273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7463273.500000 Penalty: 5435.154785
	Iteration 27Q: 3 clusters Score -7463274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7463278.000000 Penalty: 5435.154785
	Iteration 28Q: 3 clusters Score -7463278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7463271.500000 Penalty: 5435.154785
	Iteration 29Q: 3 clusters Score -7463272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7463267.500000 Penalty: 5435.154785
	Iteration 30Q: 3 clusters Score -7463268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7463269.500000 Penalty: 5435.154785
	Iteration 31Q: 3 clusters Score -7463270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7463269.500000 Penalty: 5435.154785
	Iteration 32F: 3 clusters Score -7463270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Entering Unmasked Estep 
Score: -27073110.000000 Penalty: 3027.826660
	Iteration 0F: 2 clusters Score -2.707311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -26963246.000000 Penalty: 6055.653320
	Iteration 0F: 3 clusters Score -2.696325e+07 nChanged 96316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -27019846.000000 Penalty: 6055.653320
	Iteration 1F: 3 clusters Score -2.701985e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 113366 members 
Entering Unmasked Estep 
Score: -27021434.000000 Penalty: 6055.653320
	Iteration 2Q: 3 clusters Score -2.702143e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 120760 members 
Entering Unmasked Estep 
Score: -27024362.000000 Penalty: 6055.653320
	Iteration 3Q: 3 clusters Score -2.702436e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 132079 members 
Entering Unmasked Estep 
Score: -27030228.000000 Penalty: 6055.653320
	Iteration 4F: 3 clusters Score -2.703023e+07 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 148088 members 
Entering Unmasked Estep 
Score: -27040894.000000 Penalty: 6055.653320
	Iteration 5F: 3 clusters Score -2.704089e+07 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -27053872.000000 Penalty: 6055.653320
	Iteration 6F: 3 clusters Score -2.705387e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -27063328.000000 Penalty: 6055.653320
	Iteration 7F: 3 clusters Score -2.706333e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 194847 members 
Entering Unmasked Estep 
Score: -27067652.000000 Penalty: 6055.653320
	Iteration 8F: 3 clusters Score -2.706765e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 198826 members 
Entering Unmasked Estep 
Score: -27069452.000000 Penalty: 6055.653320
	Iteration 9Q: 3 clusters Score -2.706945e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 199951 members 
Entering Unmasked Estep 
Score: -27070058.000000 Penalty: 6055.653320
	Iteration 10Q: 3 clusters Score -2.707006e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 200221 members 
Entering Unmasked Estep 
Score: -27070286.000000 Penalty: 6055.653320
	Iteration 11Q: 3 clusters Score -2.707029e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200303 members 
Entering Unmasked Estep 
Score: -27070416.000000 Penalty: 6055.653320
	Iteration 12Q: 3 clusters Score -2.707042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 200331 members 
Entering Unmasked Estep 
Score: -27070454.000000 Penalty: 6055.653320
	Iteration 13Q: 3 clusters Score -2.707045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200349 members 
Entering Unmasked Estep 
Score: -27070490.000000 Penalty: 6055.653320
	Iteration 14Q: 3 clusters Score -2.707049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200355 members 
Entering Unmasked Estep 
Score: -27070518.000000 Penalty: 6055.653320
	Iteration 15Q: 3 clusters Score -2.707052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -27070518.000000 Penalty: 6055.653320
	Iteration 16Q: 3 clusters Score -2.707052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200361 members 
Entering Unmasked Estep 
Score: -27070544.000000 Penalty: 6055.653320
	Iteration 17Q: 3 clusters Score -2.707054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200364 members 
Entering Unmasked Estep 
Score: -27070524.000000 Penalty: 6055.653320
	Iteration 18Q: 3 clusters Score -2.707052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200366 members 
Entering Unmasked Estep 
Score: -27070532.000000 Penalty: 6055.653320
	Iteration 19Q: 3 clusters Score -2.707053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -27070542.000000 Penalty: 6055.653320
	Iteration 20F: 3 clusters Score -2.707054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -27070538.000000 Penalty: 6055.653320
	Iteration 21Q: 3 clusters Score -2.707054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 200368 members 
Entering Unmasked Estep 
Score: -27070540.000000 Penalty: 6055.653320
	Iteration 22Q: 3 clusters Score -2.707054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 200368 members 
Entering Unmasked Estep 
Score: -27070548.000000 Penalty: 6055.653320
	Iteration 23Q: 3 clusters Score -2.707055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -27070550.000000 Penalty: 6055.653320
	Iteration 24Q: 3 clusters Score -2.707055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -27070550.000000 Penalty: 6055.653320
	Iteration 25F: 3 clusters Score -2.707055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Entering Unmasked Estep 
Score: -2209625.250000 Penalty: 2414.619873
	Iteration 0F: 2 clusters Score -2209625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2197580.000000 Penalty: 4829.239746
	Iteration 0F: 3 clusters Score -2197580 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2201555.250000 Penalty: 4829.239746
	Iteration 1F: 3 clusters Score -2201555 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2201961.750000 Penalty: 4829.239746
	Iteration 2F: 3 clusters Score -2201962 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2202302.750000 Penalty: 4829.239746
	Iteration 3F: 3 clusters Score -2202303 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2202613.750000 Penalty: 4829.239746
	Iteration 4Q: 3 clusters Score -2202614 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2202900.500000 Penalty: 4829.239746
	Iteration 5Q: 3 clusters Score -2202900 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2203188.750000 Penalty: 4829.239746
	Iteration 6Q: 3 clusters Score -2203189 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2203529.500000 Penalty: 4829.239746
	Iteration 7Q: 3 clusters Score -2203530 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2203903 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2204341 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2204836 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2205342 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2205832 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2206254 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2206612 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2206884 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2207028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2207136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2207229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2207307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2207360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2207400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2207440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2207467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2207487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2207507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2207527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2207539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2207551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2207561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2207571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2207572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2207582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2207584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2207594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2207595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2207598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2207602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2207604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2207602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2207605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 756 members 
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	Iteration 41Q: 3 clusters Score -2207608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2207609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2207610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
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	Iteration 44F: 3 clusters Score -2207610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 263205 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 3301 members 
Mstep: Class 8 contains 142375 members 
Mstep: Class 9 contains 128909 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 159261 members 
Mstep: Class 13 contains 138940 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 173759 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 200582 members 
Mstep: Class 21 contains 16922 members 
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Iteration 39Q: 20 clusters Score -1.80305e+08 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 261860 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 142234 members 
Mstep: Class 9 contains 130872 members 
Mstep: Class 11 contains 29784 members 
Mstep: Class 12 contains 158901 members 
Mstep: Class 13 contains 138817 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 172877 members 
Mstep: Class 18 contains 41960 members 
Mstep: Class 19 contains 58131 members 
Mstep: Class 20 contains 200384 members 
Mstep: Class 21 contains 16860 members 
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Iteration 40F: 20 clusters Score -1.803075e+08 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 260580 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 798 members 
Mstep: Class 6 contains 3670 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 142202 members 
Mstep: Class 9 contains 132864 members 
Mstep: Class 11 contains 29881 members 
Mstep: Class 12 contains 158680 members 
Mstep: Class 13 contains 138649 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 16 contains 6662 members 
Mstep: Class 17 contains 171924 members 
Mstep: Class 18 contains 42022 members 
Mstep: Class 19 contains 58796 members 
Mstep: Class 20 contains 200202 members 
Mstep: Class 21 contains 16752 members 
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Iteration 41Q: 20 clusters Score -1.803104e+08 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 259238 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 800 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 142259 members 
Mstep: Class 9 contains 134815 members 
Mstep: Class 11 contains 30025 members 
Mstep: Class 12 contains 158511 members 
Mstep: Class 13 contains 138455 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 170911 members 
Mstep: Class 18 contains 42110 members 
Mstep: Class 19 contains 59423 members 
Mstep: Class 20 contains 200111 members 
Mstep: Class 21 contains 16654 members 
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Iteration 42Q: 20 clusters Score -1.803125e+08 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 257785 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 142506 members 
Mstep: Class 9 contains 136871 members 
Mstep: Class 11 contains 30161 members 
Mstep: Class 12 contains 158361 members 
Mstep: Class 13 contains 138227 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 169767 members 
Mstep: Class 18 contains 42188 members 
Mstep: Class 19 contains 59960 members 
Mstep: Class 20 contains 200070 members 
Mstep: Class 21 contains 16583 members 
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Iteration 43Q: 20 clusters Score -1.80314e+08 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 256323 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 142826 members 
Mstep: Class 9 contains 138945 members 
Mstep: Class 11 contains 30256 members 
Mstep: Class 12 contains 158229 members 
Mstep: Class 13 contains 137929 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 168650 members 
Mstep: Class 18 contains 42259 members 
Mstep: Class 19 contains 60461 members 
Mstep: Class 20 contains 200081 members 
Mstep: Class 21 contains 16503 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -1.803158e+08 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 255002 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 143179 members 
Mstep: Class 9 contains 141023 members 
Mstep: Class 11 contains 30365 members 
Mstep: Class 12 contains 157959 members 
Mstep: Class 13 contains 137633 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 167586 members 
Mstep: Class 18 contains 42323 members 
Mstep: Class 19 contains 60884 members 
Mstep: Class 20 contains 200079 members 
Mstep: Class 21 contains 16421 members 
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Iteration 45Q: 20 clusters Score -1.803178e+08 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 253748 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 143662 members 
Mstep: Class 9 contains 142991 members 
Mstep: Class 11 contains 30471 members 
Mstep: Class 12 contains 157747 members 
Mstep: Class 13 contains 137285 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 166515 members 
Mstep: Class 18 contains 42356 members 
Mstep: Class 19 contains 61286 members 
Mstep: Class 20 contains 200052 members 
Mstep: Class 21 contains 16326 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -1.803204e+08 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 252601 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 144292 members 
Mstep: Class 9 contains 144898 members 
Mstep: Class 11 contains 30580 members 
Mstep: Class 12 contains 157540 members 
Mstep: Class 13 contains 136966 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 165353 members 
Mstep: Class 18 contains 42382 members 
Mstep: Class 19 contains 61615 members 
Mstep: Class 20 contains 199971 members 
Mstep: Class 21 contains 16224 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.803215e+08 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 251535 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 144890 members 
Mstep: Class 9 contains 146755 members 
Mstep: Class 11 contains 30642 members 
Mstep: Class 12 contains 157339 members 
Mstep: Class 13 contains 136602 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 164281 members 
Mstep: Class 18 contains 42410 members 
Mstep: Class 19 contains 61959 members 
Mstep: Class 20 contains 199860 members 
Mstep: Class 21 contains 16143 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.803229e+08 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 250454 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 145527 members 
Mstep: Class 9 contains 148670 members 
Mstep: Class 11 contains 30680 members 
Mstep: Class 12 contains 157122 members 
Mstep: Class 13 contains 136275 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 163099 members 
Mstep: Class 18 contains 42424 members 
Mstep: Class 19 contains 62271 members 
Mstep: Class 20 contains 199796 members 
Mstep: Class 21 contains 16090 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.80324e+08 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 249430 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3725 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 146233 members 
Mstep: Class 9 contains 150614 members 
Mstep: Class 11 contains 30709 members 
Mstep: Class 12 contains 156879 members 
Mstep: Class 13 contains 135918 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 161901 members 
Mstep: Class 18 contains 42416 members 
Mstep: Class 19 contains 62536 members 
Mstep: Class 20 contains 199737 members 
Mstep: Class 21 contains 16017 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.803264e+08 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 248422 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 146924 members 
Mstep: Class 9 contains 152506 members 
Mstep: Class 11 contains 30718 members 
Mstep: Class 12 contains 156648 members 
Mstep: Class 13 contains 135569 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 160810 members 
Mstep: Class 18 contains 42386 members 
Mstep: Class 19 contains 62810 members 
Mstep: Class 20 contains 199653 members 
Mstep: Class 21 contains 15948 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.803284e+08 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 247447 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 147533 members 
Mstep: Class 9 contains 154320 members 
Mstep: Class 11 contains 30766 members 
Mstep: Class 12 contains 156447 members 
Mstep: Class 13 contains 135253 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6811 members 
Mstep: Class 17 contains 159711 members 
Mstep: Class 18 contains 42359 members 
Mstep: Class 19 contains 63049 members 
Mstep: Class 20 contains 199612 members 
Mstep: Class 21 contains 15908 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.803291e+08 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 246506 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 148158 members 
Mstep: Class 9 contains 156024 members 
Mstep: Class 11 contains 30815 members 
Mstep: Class 12 contains 156190 members 
Mstep: Class 13 contains 134927 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 158674 members 
Mstep: Class 18 contains 42340 members 
Mstep: Class 19 contains 63294 members 
Mstep: Class 20 contains 199593 members 
Mstep: Class 21 contains 15878 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.803303e+08 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 245731 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 148737 members 
Mstep: Class 9 contains 157663 members 
Mstep: Class 11 contains 30864 members 
Mstep: Class 12 contains 156026 members 
Mstep: Class 13 contains 134531 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6804 members 
Mstep: Class 17 contains 157565 members 
Mstep: Class 18 contains 42324 members 
Mstep: Class 19 contains 63540 members 
Mstep: Class 20 contains 199579 members 
Mstep: Class 21 contains 15838 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.803312e+08 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 245036 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 149314 members 
Mstep: Class 9 contains 159177 members 
Mstep: Class 11 contains 30892 members 
Mstep: Class 12 contains 155909 members 
Mstep: Class 13 contains 134079 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 156502 members 
Mstep: Class 18 contains 42311 members 
Mstep: Class 19 contains 63765 members 
Mstep: Class 20 contains 199597 members 
Mstep: Class 21 contains 15812 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.803328e+08 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 244346 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 3071 members 
Mstep: Class 8 contains 149863 members 
Mstep: Class 9 contains 160634 members 
Mstep: Class 11 contains 30930 members 
Mstep: Class 12 contains 155893 members 
Mstep: Class 13 contains 133672 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 155329 members 
Mstep: Class 18 contains 42282 members 
Mstep: Class 19 contains 64010 members 
Mstep: Class 20 contains 199662 members 
Mstep: Class 21 contains 15783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332672.000000 Penalty: 66584.734375
Iteration 56Q: 20 clusters Score -1.803327e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 243748 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 150317 members 
Mstep: Class 9 contains 161981 members 
Mstep: Class 11 contains 30989 members 
Mstep: Class 12 contains 155926 members 
Mstep: Class 13 contains 133235 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 154233 members 
Mstep: Class 18 contains 42254 members 
Mstep: Class 19 contains 64251 members 
Mstep: Class 20 contains 199726 members 
Mstep: Class 21 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333024.000000 Penalty: 66584.734375
Iteration 57Q: 20 clusters Score -1.80333e+08 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 243195 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3781 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 150770 members 
Mstep: Class 9 contains 163245 members 
Mstep: Class 11 contains 31044 members 
Mstep: Class 12 contains 155955 members 
Mstep: Class 13 contains 132780 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 153169 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 64451 members 
Mstep: Class 20 contains 199870 members 
Mstep: Class 21 contains 15689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333376.000000 Penalty: 66584.734375
Iteration 58Q: 20 clusters Score -1.803334e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 242686 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 151218 members 
Mstep: Class 9 contains 164492 members 
Mstep: Class 11 contains 31087 members 
Mstep: Class 12 contains 156036 members 
Mstep: Class 13 contains 132348 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 152040 members 
Mstep: Class 18 contains 42176 members 
Mstep: Class 19 contains 64656 members 
Mstep: Class 20 contains 199995 members 
Mstep: Class 21 contains 15641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333792.000000 Penalty: 66584.734375
Iteration 59Q: 20 clusters Score -1.803338e+08 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 242256 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 151632 members 
Mstep: Class 9 contains 165705 members 
Mstep: Class 11 contains 31138 members 
Mstep: Class 12 contains 156161 members 
Mstep: Class 13 contains 131948 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 150889 members 
Mstep: Class 18 contains 42128 members 
Mstep: Class 19 contains 64839 members 
Mstep: Class 20 contains 200066 members 
Mstep: Class 21 contains 15597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334048.000000 Penalty: 66584.734375
Iteration 60F: 20 clusters Score -1.80334e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 241960 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 151991 members 
Mstep: Class 9 contains 166873 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 156259 members 
Mstep: Class 13 contains 131557 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6787 members 
Mstep: Class 17 contains 149772 members 
Mstep: Class 18 contains 42079 members 
Mstep: Class 19 contains 64967 members 
Mstep: Class 20 contains 200146 members 
Mstep: Class 21 contains 15548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334032.000000 Penalty: 66584.734375
Iteration 61Q: 20 clusters Score -1.80334e+08 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 241650 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 152266 members 
Mstep: Class 9 contains 168017 members 
Mstep: Class 11 contains 31266 members 
Mstep: Class 12 contains 156394 members 
Mstep: Class 13 contains 131201 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 148704 members 
Mstep: Class 18 contains 42027 members 
Mstep: Class 19 contains 65086 members 
Mstep: Class 20 contains 200227 members 
Mstep: Class 21 contains 15507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333712.000000 Penalty: 66584.734375
Iteration 62Q: 20 clusters Score -1.803337e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 241265 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 152528 members 
Mstep: Class 9 contains 169175 members 
Mstep: Class 11 contains 31310 members 
Mstep: Class 12 contains 156491 members 
Mstep: Class 13 contains 130879 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 147695 members 
Mstep: Class 18 contains 41982 members 
Mstep: Class 19 contains 65194 members 
Mstep: Class 20 contains 200345 members 
Mstep: Class 21 contains 15465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333872.000000 Penalty: 66584.734375
Iteration 63Q: 20 clusters Score -1.803339e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240971 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 152795 members 
Mstep: Class 9 contains 170208 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 156702 members 
Mstep: Class 13 contains 130552 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6783 members 
Mstep: Class 17 contains 146700 members 
Mstep: Class 18 contains 41912 members 
Mstep: Class 19 contains 65272 members 
Mstep: Class 20 contains 200435 members 
Mstep: Class 21 contains 15414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333840.000000 Penalty: 66584.734375
Iteration 64Q: 20 clusters Score -1.803338e+08 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240753 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 153062 members 
Mstep: Class 9 contains 171144 members 
Mstep: Class 11 contains 31408 members 
Mstep: Class 12 contains 156974 members 
Mstep: Class 13 contains 130217 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 145678 members 
Mstep: Class 18 contains 41861 members 
Mstep: Class 19 contains 65353 members 
Mstep: Class 20 contains 200495 members 
Mstep: Class 21 contains 15375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333632.000000 Penalty: 66584.734375
Iteration 65Q: 20 clusters Score -1.803336e+08 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240553 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 153276 members 
Mstep: Class 9 contains 172039 members 
Mstep: Class 11 contains 31453 members 
Mstep: Class 12 contains 157276 members 
Mstep: Class 13 contains 129900 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 144670 members 
Mstep: Class 18 contains 41831 members 
Mstep: Class 19 contains 65412 members 
Mstep: Class 20 contains 200573 members 
Mstep: Class 21 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334000.000000 Penalty: 66584.734375
Iteration 66Q: 20 clusters Score -1.80334e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240448 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 153436 members 
Mstep: Class 9 contains 172866 members 
Mstep: Class 11 contains 31526 members 
Mstep: Class 12 contains 157583 members 
Mstep: Class 13 contains 129589 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 143715 members 
Mstep: Class 18 contains 41781 members 
Mstep: Class 19 contains 65465 members 
Mstep: Class 20 contains 200606 members 
Mstep: Class 21 contains 15296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333568.000000 Penalty: 66584.734375
Iteration 67Q: 20 clusters Score -1.803336e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240346 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 153580 members 
Mstep: Class 9 contains 173723 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 157858 members 
Mstep: Class 13 contains 129326 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6761 members 
Mstep: Class 17 contains 142739 members 
Mstep: Class 18 contains 41739 members 
Mstep: Class 19 contains 65523 members 
Mstep: Class 20 contains 200629 members 
Mstep: Class 21 contains 15263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334080.000000 Penalty: 66584.734375
Iteration 68Q: 20 clusters Score -1.803341e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240279 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 153721 members 
Mstep: Class 9 contains 174552 members 
Mstep: Class 11 contains 31634 members 
Mstep: Class 12 contains 158164 members 
Mstep: Class 13 contains 129105 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 141717 members 
Mstep: Class 18 contains 41687 members 
Mstep: Class 19 contains 65584 members 
Mstep: Class 20 contains 200629 members 
Mstep: Class 21 contains 15235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333056.000000 Penalty: 66584.734375
Iteration 69Q: 20 clusters Score -1.803331e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240278 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 860 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 153846 members 
Mstep: Class 9 contains 175285 members 
Mstep: Class 11 contains 31695 members 
Mstep: Class 12 contains 158500 members 
Mstep: Class 13 contains 128885 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 140725 members 
Mstep: Class 18 contains 41631 members 
Mstep: Class 19 contains 65634 members 
Mstep: Class 20 contains 200624 members 
Mstep: Class 21 contains 15195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332560.000000 Penalty: 66584.734375
Iteration 70Q: 20 clusters Score -1.803326e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240324 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 153958 members 
Mstep: Class 9 contains 175990 members 
Mstep: Class 11 contains 31751 members 
Mstep: Class 12 contains 158740 members 
Mstep: Class 13 contains 128674 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 139749 members 
Mstep: Class 18 contains 41589 members 
Mstep: Class 19 contains 65686 members 
Mstep: Class 20 contains 200655 members 
Mstep: Class 21 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332736.000000 Penalty: 66584.734375
Iteration 71Q: 20 clusters Score -1.803327e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240329 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 154076 members 
Mstep: Class 9 contains 176706 members 
Mstep: Class 11 contains 31811 members 
Mstep: Class 12 contains 158981 members 
Mstep: Class 13 contains 128493 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 138801 members 
Mstep: Class 18 contains 41541 members 
Mstep: Class 19 contains 65730 members 
Mstep: Class 20 contains 200651 members 
Mstep: Class 21 contains 15155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332416.000000 Penalty: 66584.734375
Iteration 72Q: 20 clusters Score -1.803324e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240433 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 154203 members 
Mstep: Class 9 contains 177327 members 
Mstep: Class 11 contains 31871 members 
Mstep: Class 12 contains 159197 members 
Mstep: Class 13 contains 128346 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 137840 members 
Mstep: Class 18 contains 41521 members 
Mstep: Class 19 contains 65741 members 
Mstep: Class 20 contains 200669 members 
Mstep: Class 21 contains 15129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331872.000000 Penalty: 66584.734375
Iteration 73Q: 20 clusters Score -1.803319e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240491 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 3937 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 154356 members 
Mstep: Class 9 contains 177925 members 
Mstep: Class 11 contains 31920 members 
Mstep: Class 12 contains 159443 members 
Mstep: Class 13 contains 128168 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 136885 members 
Mstep: Class 18 contains 41486 members 
Mstep: Class 19 contains 65753 members 
Mstep: Class 20 contains 200742 members 
Mstep: Class 21 contains 15090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331472.000000 Penalty: 66584.734375
Iteration 74Q: 20 clusters Score -1.803315e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240550 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 154537 members 
Mstep: Class 9 contains 178435 members 
Mstep: Class 11 contains 31996 members 
Mstep: Class 12 contains 159636 members 
Mstep: Class 13 contains 128026 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 135959 members 
Mstep: Class 18 contains 41467 members 
Mstep: Class 19 contains 65772 members 
Mstep: Class 20 contains 200811 members 
Mstep: Class 21 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331536.000000 Penalty: 66584.734375
Iteration 75Q: 20 clusters Score -1.803315e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240641 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 154707 members 
Mstep: Class 9 contains 178970 members 
Mstep: Class 11 contains 32072 members 
Mstep: Class 12 contains 159858 members 
Mstep: Class 13 contains 127821 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 135047 members 
Mstep: Class 18 contains 41429 members 
Mstep: Class 19 contains 65782 members 
Mstep: Class 20 contains 200872 members 
Mstep: Class 21 contains 15046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331024.000000 Penalty: 66584.734375
Iteration 76Q: 20 clusters Score -1.80331e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240699 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 154897 members 
Mstep: Class 9 contains 179440 members 
Mstep: Class 11 contains 32165 members 
Mstep: Class 12 contains 160108 members 
Mstep: Class 13 contains 127653 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 134184 members 
Mstep: Class 18 contains 41383 members 
Mstep: Class 19 contains 65793 members 
Mstep: Class 20 contains 200900 members 
Mstep: Class 21 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330960.000000 Penalty: 66584.734375
Iteration 77Q: 20 clusters Score -1.80331e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240741 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155144 members 
Mstep: Class 9 contains 179877 members 
Mstep: Class 11 contains 32249 members 
Mstep: Class 12 contains 160318 members 
Mstep: Class 13 contains 127495 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 133329 members 
Mstep: Class 18 contains 41340 members 
Mstep: Class 19 contains 65804 members 
Mstep: Class 20 contains 200946 members 
Mstep: Class 21 contains 15000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330656.000000 Penalty: 66584.734375
Iteration 78Q: 20 clusters Score -1.803307e+08 nChanged 3031
Entering ConstructFrom: 
Score: -180330656.000000 Penalty: 66584.734375
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54857.281250 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54857.28 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55332.187500 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55332.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55594.437500 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55594.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55736.281250 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -55736.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55797.445312 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55797.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55830.613281 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55830.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55854.609375 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55854.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55865.843750 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55865.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55890.242188 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55890.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55912.511719 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55912.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55930.144531 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55930.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55931.949219 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -55931.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55937.085938 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -55937.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55937.085938 Penalty: 3079.460693
	Iteration 13F: 3 clusters Score -55937.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (240772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240772 members 
Entering Unmasked Estep 
Score: -32206966.000000 Penalty: 3073.118164
	Iteration 0F: 2 clusters Score -3.220697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -32057324.000000 Penalty: 6146.236328
	Iteration 0F: 3 clusters Score -3.205732e+07 nChanged 116051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131861 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -32126350.000000 Penalty: 6146.236328
	Iteration 1F: 3 clusters Score -3.212635e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138691 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -32129126.000000 Penalty: 6146.236328
	Iteration 2Q: 3 clusters Score -3.212913e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -32134116.000000 Penalty: 6146.236328
	Iteration 3Q: 3 clusters Score -3.213412e+07 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -32143404.000000 Penalty: 6146.236328
	Iteration 4F: 3 clusters Score -3.21434e+07 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186641 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -32160488.000000 Penalty: 6146.236328
	Iteration 5F: 3 clusters Score -3.216049e+07 nChanged 24221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210860 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -32180796.000000 Penalty: 6146.236328
	Iteration 6F: 3 clusters Score -3.21808e+07 nChanged 18492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229352 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -32195744.000000 Penalty: 6146.236328
	Iteration 7F: 3 clusters Score -3.219574e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237767 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -32202136.000000 Penalty: 6146.236328
	Iteration 8Q: 3 clusters Score -3.220214e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240071 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -32203580.000000 Penalty: 6146.236328
	Iteration 9Q: 3 clusters Score -3.220358e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240496 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32204020.000000 Penalty: 6146.236328
	Iteration 10Q: 3 clusters Score -3.220402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240570 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32204162.000000 Penalty: 6146.236328
	Iteration 11Q: 3 clusters Score -3.220416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240592 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32204208.000000 Penalty: 6146.236328
	Iteration 12Q: 3 clusters Score -3.220421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240600 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32204240.000000 Penalty: 6146.236328
	Iteration 13Q: 3 clusters Score -3.220424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240604 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32204262.000000 Penalty: 6146.236328
	Iteration 14Q: 3 clusters Score -3.220426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240605 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32204282.000000 Penalty: 6146.236328
	Iteration 15Q: 3 clusters Score -3.220428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240603 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32204268.000000 Penalty: 6146.236328
	Iteration 16Q: 3 clusters Score -3.220427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240604 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32204286.000000 Penalty: 6146.236328
	Iteration 17Q: 3 clusters Score -3.220429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240602 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32204276.000000 Penalty: 6146.236328
	Iteration 18Q: 3 clusters Score -3.220428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240602 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32204276.000000 Penalty: 6146.236328
	Iteration 19F: 3 clusters Score -3.220428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -186524.640625 Penalty: 1818.103027
	Iteration 0F: 2 clusters Score -186524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -184272.062500 Penalty: 3636.206055
	Iteration 0F: 3 clusters Score -184272.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185161.390625 Penalty: 3636.206055
	Iteration 1F: 3 clusters Score -185161.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -186064.531250 Penalty: 3636.206055
	Iteration 2F: 3 clusters Score -186064.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -186543.046875 Penalty: 3636.206055
	Iteration 3F: 3 clusters Score -186543 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -186861.078125 Penalty: 3636.206055
	Iteration 4F: 3 clusters Score -186861.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -187019.328125 Penalty: 3636.206055
	Iteration 5Q: 3 clusters Score -187019.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -187130.750000 Penalty: 3636.206055
	Iteration 6Q: 3 clusters Score -187130.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -187226.046875 Penalty: 3636.206055
	Iteration 7Q: 3 clusters Score -187226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187256.203125 Penalty: 3636.206055
	Iteration 8Q: 3 clusters Score -187256.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187283.984375 Penalty: 3636.206055
	Iteration 9Q: 3 clusters Score -187284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187319.000000 Penalty: 3636.206055
	Iteration 10Q: 3 clusters Score -187319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187392.484375 Penalty: 3636.206055
	Iteration 11Q: 3 clusters Score -187392.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187575.218750 Penalty: 3636.206055
	Iteration 12Q: 3 clusters Score -187575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187635.171875 Penalty: 3636.206055
	Iteration 13Q: 3 clusters Score -187635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187635.171875 Penalty: 3636.206055
	Iteration 14F: 3 clusters Score -187635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240772 members 
Mstep: Class 3 contains 761 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155306 members 
Mstep: Class 9 contains 180342 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 32324 members 
Mstep: Class 12 contains 160524 members 
Mstep: Class 13 contains 127366 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 132553 members 
Mstep: Class 18 contains 41304 members 
Mstep: Class 19 contains 65789 members 
Mstep: Class 20 contains 200971 members 
Mstep: Class 21 contains 14992 members 
Entering Unmasked Estep 
Score: -180329504.000000 Penalty: 70089.187500
Splitting cluster 3 changes total score from -180330656.000000 to -180329504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -172019.125000 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -172019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169823.734375 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -169823.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -170159.390625 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -170159.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -170250.796875 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -170250.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -170303.578125 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -170303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -170339.890625 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -170339.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170373.921875 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -170373.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170399.453125 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -170399.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170413.046875 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -170413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170421.593750 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -170421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170428.312500 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -170428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -170430.781250 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -170430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170434.125000 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -170434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -170438.218750 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -170438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170439.125000 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -170439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170443.015625 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -170443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170445.718750 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -170445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170446.531250 Penalty: 3583.116211
	Iteration 16Q: 3 clusters Score -170446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170447.859375 Penalty: 3583.116211
	Iteration 17Q: 3 clusters Score -170447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -170449.156250 Penalty: 3583.116211
	Iteration 18Q: 3 clusters Score -170449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -170450.453125 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -170450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -170451.093750 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -170451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170451.812500 Penalty: 3583.116211
	Iteration 21Q: 3 clusters Score -170451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170451.812500 Penalty: 3583.116211
	Iteration 22F: 3 clusters Score -170451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104656.664062 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102845.156250 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102845.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103089.601562 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103089.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103147.304688 Penalty: 3353.165527
	Iteration 2Q: 3 clusters Score -103147.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103194.601562 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -103194.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103230.203125 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -103230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103262.296875 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -103262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103295.164062 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -103295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -103325.242188 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -103325.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103367.937500 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -103367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103455.531250 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -103455.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103539.750000 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -103539.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103645.281250 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -103645.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103739.703125 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -103739.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103862.601562 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -103862.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104020.125000 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -104020.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104102.500000 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -104102.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104176.835938 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -104176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104217.500000 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -104217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104228.695312 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -104228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104249.492188 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -104249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104278.218750 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -104278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104312.640625 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -104312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104400.375000 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -104400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104587.062500 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -104587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104656.289062 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -104656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104656.945312 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -104656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104656.945312 Penalty: 3353.165527
	Iteration 26F: 3 clusters Score -104656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240772 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 353 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155306 members 
Mstep: Class 9 contains 180342 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 32324 members 
Mstep: Class 12 contains 160524 members 
Mstep: Class 13 contains 127366 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 132553 members 
Mstep: Class 18 contains 41304 members 
Mstep: Class 19 contains 65789 members 
Mstep: Class 20 contains 200971 members 
Mstep: Class 21 contains 14992 members 
Entering Unmasked Estep 
Score: -180328384.000000 Penalty: 70089.187500
Splitting cluster 5 changes total score from -180330656.000000 to -180328384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -505684.000000 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -505684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -501826.625000 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -501826.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -502658.843750 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -502658.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -502834.437500 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -502834.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -502982.468750 Penalty: 4109.989746
	Iteration 3Q: 3 clusters Score -502982.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -503101.468750 Penalty: 4109.989746
	Iteration 4Q: 3 clusters Score -503101.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -503201.156250 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -503201.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -503267.562500 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -503267.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -503314.625000 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -503314.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -503350.843750 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -503350.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -503384.718750 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -503384.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -503433.500000 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -503433.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -503473.593750 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -503473.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -503507.031250 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -503507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -503542.937500 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -503542.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -503578.843750 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -503578.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -503607.375000 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -503607.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -503635.406250 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -503635.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -503655.843750 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -503655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -503668.906250 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -503668.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -503678.781250 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -503678.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -503689.468750 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -503689.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -503698.468750 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -503698.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -503708.281250 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -503708.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -503717.437500 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -503717.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -503725.718750 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -503725.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -503732.281250 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -503732.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -503742.687500 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -503742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -503747.906250 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -503747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -503754.562500 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -503754.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -503758.843750 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -503758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -503763.281250 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -503763.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -503767.656250 Penalty: 4109.989746
	Iteration 31Q: 3 clusters Score -503767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -503773.312500 Penalty: 4109.989746
	Iteration 32Q: 3 clusters Score -503773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -503779.781250 Penalty: 4109.989746
	Iteration 33Q: 3 clusters Score -503779.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -503787.468750 Penalty: 4109.989746
	Iteration 34Q: 3 clusters Score -503787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -503793.968750 Penalty: 4109.989746
	Iteration 35Q: 3 clusters Score -503794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -503801.468750 Penalty: 4109.989746
	Iteration 36Q: 3 clusters Score -503801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -503807.218750 Penalty: 4109.989746
	Iteration 37Q: 3 clusters Score -503807.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -503813.687500 Penalty: 4109.989746
	Iteration 38Q: 3 clusters Score -503813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -503818.000000 Penalty: 4109.989746
	Iteration 39Q: 3 clusters Score -503818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -503823.500000 Penalty: 4109.989746
	Iteration 40F: 3 clusters Score -503823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -503832.937500 Penalty: 4109.989746
	Iteration 41Q: 3 clusters Score -503832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -503838.843750 Penalty: 4109.989746
	Iteration 42Q: 3 clusters Score -503838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -503840.312500 Penalty: 4109.989746
	Iteration 43Q: 3 clusters Score -503840.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -503843.531250 Penalty: 4109.989746
	Iteration 44Q: 3 clusters Score -503843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -503844.781250 Penalty: 4109.989746
	Iteration 45Q: 3 clusters Score -503844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -503845.562500 Penalty: 4109.989746
	Iteration 46Q: 3 clusters Score -503845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -503849.218750 Penalty: 4109.989746
	Iteration 47Q: 3 clusters Score -503849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -503850.656250 Penalty: 4109.989746
	Iteration 48Q: 3 clusters Score -503850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -503851.406250 Penalty: 4109.989746
	Iteration 49Q: 3 clusters Score -503851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -503853.468750 Penalty: 4109.989746
	Iteration 50Q: 3 clusters Score -503853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -503854.125000 Penalty: 4109.989746
	Iteration 51Q: 3 clusters Score -503854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -503854.812500 Penalty: 4109.989746
	Iteration 52Q: 3 clusters Score -503854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -503854.812500 Penalty: 4109.989746
	Iteration 53F: 3 clusters Score -503854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -404744.593750 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -404744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -401481.000000 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -401481 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -402183.000000 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -402183 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -402376.937500 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -402376.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -402497.062500 Penalty: 3980.980225
	Iteration 3F: 3 clusters Score -402497.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -402575.750000 Penalty: 3980.980225
	Iteration 4Q: 3 clusters Score -402575.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -402628.437500 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -402628.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -402673.125000 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -402673.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -402706.937500 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -402706.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -402750.375000 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -402750.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -402790.031250 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -402790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -402832.250000 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -402832.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -402893.531250 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -402893.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -402979.531250 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -402979.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -403073.843750 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -403073.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -403218.093750 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -403218.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -403378.000000 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -403378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -403544.437500 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -403544.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -403665.093750 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -403665.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -403746.125000 Penalty: 3980.980225
	Iteration 18Q: 3 clusters Score -403746.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -403828.937500 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -403828.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -403908.687500 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -403908.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -403977.468750 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -403977.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -404035.687500 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -404035.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -404095.281250 Penalty: 3980.980225
	Iteration 23Q: 3 clusters Score -404095.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -404149.781250 Penalty: 3980.980225
	Iteration 24Q: 3 clusters Score -404149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -404198.093750 Penalty: 3980.980225
	Iteration 25Q: 3 clusters Score -404198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -404226.625000 Penalty: 3980.980225
	Iteration 26Q: 3 clusters Score -404226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -404239.812500 Penalty: 3980.980225
	Iteration 27Q: 3 clusters Score -404239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -404267.531250 Penalty: 3980.980225
	Iteration 28Q: 3 clusters Score -404267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -404292.250000 Penalty: 3980.980225
	Iteration 29Q: 3 clusters Score -404292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -404295.437500 Penalty: 3980.980225
	Iteration 30Q: 3 clusters Score -404295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -404295.437500 Penalty: 3980.980225
	Iteration 31F: 3 clusters Score -404295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Entering Unmasked Estep 
Score: -20948668.000000 Penalty: 2964.381836
	Iteration 0F: 2 clusters Score -2.094867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -20845588.000000 Penalty: 5928.763672
	Iteration 0F: 3 clusters Score -2.084559e+07 nChanged 74336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -20889490.000000 Penalty: 5928.763672
	Iteration 1F: 3 clusters Score -2.088949e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -20890260.000000 Penalty: 5928.763672
	Iteration 2Q: 3 clusters Score -2.089026e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -20891406.000000 Penalty: 5928.763672
	Iteration 3Q: 3 clusters Score -2.089141e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -20892872.000000 Penalty: 5928.763672
	Iteration 4Q: 3 clusters Score -2.089287e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -20895632.000000 Penalty: 5928.763672
	Iteration 5Q: 3 clusters Score -2.089563e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -20900358.000000 Penalty: 5928.763672
	Iteration 6F: 3 clusters Score -2.090036e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -20908448.000000 Penalty: 5928.763672
	Iteration 7F: 3 clusters Score -2.090845e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -20919460.000000 Penalty: 5928.763672
	Iteration 8F: 3 clusters Score -2.091946e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -20930760.000000 Penalty: 5928.763672
	Iteration 9F: 3 clusters Score -2.093076e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -20938816.000000 Penalty: 5928.763672
	Iteration 10F: 3 clusters Score -2.093882e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -20942978.000000 Penalty: 5928.763672
	Iteration 11Q: 3 clusters Score -2.094298e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -20944788.000000 Penalty: 5928.763672
	Iteration 12Q: 3 clusters Score -2.094479e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -20945416.000000 Penalty: 5928.763672
	Iteration 13Q: 3 clusters Score -2.094542e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -20945798.000000 Penalty: 5928.763672
	Iteration 14Q: 3 clusters Score -2.09458e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 153713 members 
Entering Unmasked Estep 
Score: -20946100.000000 Penalty: 5928.763672
	Iteration 15Q: 3 clusters Score -2.09461e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -20946240.000000 Penalty: 5928.763672
	Iteration 16Q: 3 clusters Score -2.094624e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -20946338.000000 Penalty: 5928.763672
	Iteration 17Q: 3 clusters Score -2.094634e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -20946420.000000 Penalty: 5928.763672
	Iteration 18Q: 3 clusters Score -2.094642e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -20946472.000000 Penalty: 5928.763672
	Iteration 19Q: 3 clusters Score -2.094647e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 154042 members 
Entering Unmasked Estep 
Score: -20946512.000000 Penalty: 5928.763672
	Iteration 20F: 3 clusters Score -2.094651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 154060 members 
Entering Unmasked Estep 
Score: -20946524.000000 Penalty: 5928.763672
	Iteration 21Q: 3 clusters Score -2.094652e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -20946560.000000 Penalty: 5928.763672
	Iteration 22Q: 3 clusters Score -2.094656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -20946570.000000 Penalty: 5928.763672
	Iteration 23Q: 3 clusters Score -2.094657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -20946584.000000 Penalty: 5928.763672
	Iteration 24Q: 3 clusters Score -2.094658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 154070 members 
Entering Unmasked Estep 
Score: -20946620.000000 Penalty: 5928.763672
	Iteration 25Q: 3 clusters Score -2.094662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -20946602.000000 Penalty: 5928.763672
	Iteration 26Q: 3 clusters Score -2.09466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -20946602.000000 Penalty: 5928.763672
	Iteration 27Q: 3 clusters Score -2.09466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -20946602.000000 Penalty: 5928.763672
	Iteration 28Q: 3 clusters Score -2.09466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -20946620.000000 Penalty: 5928.763672
	Iteration 29Q: 3 clusters Score -2.094662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -20946612.000000 Penalty: 5928.763672
	Iteration 30Q: 3 clusters Score -2.094661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -20946618.000000 Penalty: 5928.763672
	Iteration 31Q: 3 clusters Score -2.094662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -20946628.000000 Penalty: 5928.763672
	Iteration 32Q: 3 clusters Score -2.094663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -20946640.000000 Penalty: 5928.763672
	Iteration 33Q: 3 clusters Score -2.094664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -20946634.000000 Penalty: 5928.763672
	Iteration 34Q: 3 clusters Score -2.094663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 154102 members 
Entering Unmasked Estep 
Score: -20946630.000000 Penalty: 5928.763672
	Iteration 35Q: 3 clusters Score -2.094663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -20946620.000000 Penalty: 5928.763672
	Iteration 36Q: 3 clusters Score -2.094662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 154109 members 
Entering Unmasked Estep 
Score: -20946620.000000 Penalty: 5928.763672
	Iteration 37Q: 3 clusters Score -2.094662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -20946626.000000 Penalty: 5928.763672
	Iteration 38Q: 3 clusters Score -2.094663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -20946624.000000 Penalty: 5928.763672
	Iteration 39Q: 3 clusters Score -2.094662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -20946626.000000 Penalty: 5928.763672
	Iteration 40F: 3 clusters Score -2.094663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -20946638.000000 Penalty: 5928.763672
	Iteration 41Q: 3 clusters Score -2.094664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -20946622.000000 Penalty: 5928.763672
	Iteration 42Q: 3 clusters Score -2.094662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -20946614.000000 Penalty: 5928.763672
	Iteration 43Q: 3 clusters Score -2.094661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -20946614.000000 Penalty: 5928.763672
	Iteration 44F: 3 clusters Score -2.094661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180342 members 
Entering Unmasked Estep 
Score: -24239170.000000 Penalty: 3001.447510
	Iteration 0F: 2 clusters Score -2.423917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -24120782.000000 Penalty: 6002.895020
	Iteration 0F: 3 clusters Score -2.412078e+07 nChanged 86574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -24173432.000000 Penalty: 6002.895020
	Iteration 1F: 3 clusters Score -2.417343e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -24176476.000000 Penalty: 6002.895020
	Iteration 2Q: 3 clusters Score -2.417648e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -24181154.000000 Penalty: 6002.895020
	Iteration 3Q: 3 clusters Score -2.418115e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -24188062.000000 Penalty: 6002.895020
	Iteration 4F: 3 clusters Score -2.418806e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -24197774.000000 Penalty: 6002.895020
	Iteration 5F: 3 clusters Score -2.419777e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -24209026.000000 Penalty: 6002.895020
	Iteration 6F: 3 clusters Score -2.420903e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -24216358.000000 Penalty: 6002.895020
	Iteration 7F: 3 clusters Score -2.421636e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109899 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -24219558.000000 Penalty: 6002.895020
	Iteration 8Q: 3 clusters Score -2.421956e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -24220840.000000 Penalty: 6002.895020
	Iteration 9Q: 3 clusters Score -2.422084e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -24221820.000000 Penalty: 6002.895020
	Iteration 10Q: 3 clusters Score -2.422182e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -24222610.000000 Penalty: 6002.895020
	Iteration 11Q: 3 clusters Score -2.422261e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -24223292.000000 Penalty: 6002.895020
	Iteration 12Q: 3 clusters Score -2.422329e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -24223772.000000 Penalty: 6002.895020
	Iteration 13Q: 3 clusters Score -2.422377e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122719 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -24224370.000000 Penalty: 6002.895020
	Iteration 14Q: 3 clusters Score -2.422437e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -24224998.000000 Penalty: 6002.895020
	Iteration 15Q: 3 clusters Score -2.4225e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -24225500.000000 Penalty: 6002.895020
	Iteration 16Q: 3 clusters Score -2.42255e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -24226034.000000 Penalty: 6002.895020
	Iteration 17Q: 3 clusters Score -2.422603e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130009 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -24226512.000000 Penalty: 6002.895020
	Iteration 18Q: 3 clusters Score -2.422651e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -24226918.000000 Penalty: 6002.895020
	Iteration 19Q: 3 clusters Score -2.422692e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133583 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -24227208.000000 Penalty: 6002.895020
	Iteration 20F: 3 clusters Score -2.422721e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -24227600.000000 Penalty: 6002.895020
	Iteration 21Q: 3 clusters Score -2.42276e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137228 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -24228208.000000 Penalty: 6002.895020
	Iteration 22Q: 3 clusters Score -2.422821e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -24228524.000000 Penalty: 6002.895020
	Iteration 23Q: 3 clusters Score -2.422852e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -24229102.000000 Penalty: 6002.895020
	Iteration 24Q: 3 clusters Score -2.42291e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -24229648.000000 Penalty: 6002.895020
	Iteration 25Q: 3 clusters Score -2.422965e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -24229972.000000 Penalty: 6002.895020
	Iteration 26Q: 3 clusters Score -2.422997e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147156 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -24230470.000000 Penalty: 6002.895020
	Iteration 27Q: 3 clusters Score -2.423047e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -24231060.000000 Penalty: 6002.895020
	Iteration 28Q: 3 clusters Score -2.423106e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -24231510.000000 Penalty: 6002.895020
	Iteration 29Q: 3 clusters Score -2.423151e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153185 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -24231934.000000 Penalty: 6002.895020
	Iteration 30Q: 3 clusters Score -2.423193e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -24232368.000000 Penalty: 6002.895020
	Iteration 31Q: 3 clusters Score -2.423237e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -24232816.000000 Penalty: 6002.895020
	Iteration 32Q: 3 clusters Score -2.423282e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -24233256.000000 Penalty: 6002.895020
	Iteration 33Q: 3 clusters Score -2.423326e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -24233880.000000 Penalty: 6002.895020
	Iteration 34Q: 3 clusters Score -2.423388e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -24234464.000000 Penalty: 6002.895020
	Iteration 35Q: 3 clusters Score -2.423446e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -24234826.000000 Penalty: 6002.895020
	Iteration 36Q: 3 clusters Score -2.423483e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -24235164.000000 Penalty: 6002.895020
	Iteration 37Q: 3 clusters Score -2.423516e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -24235518.000000 Penalty: 6002.895020
	Iteration 38Q: 3 clusters Score -2.423552e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168237 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -24235848.000000 Penalty: 6002.895020
	Iteration 39Q: 3 clusters Score -2.423585e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -24236130.000000 Penalty: 6002.895020
	Iteration 40F: 3 clusters Score -2.423613e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -24236446.000000 Penalty: 6002.895020
	Iteration 41Q: 3 clusters Score -2.423645e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171351 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -24236672.000000 Penalty: 6002.895020
	Iteration 42Q: 3 clusters Score -2.423667e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172215 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -24236890.000000 Penalty: 6002.895020
	Iteration 43Q: 3 clusters Score -2.423689e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172984 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -24237032.000000 Penalty: 6002.895020
	Iteration 44Q: 3 clusters Score -2.423703e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -24237294.000000 Penalty: 6002.895020
	Iteration 45Q: 3 clusters Score -2.423729e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -24237496.000000 Penalty: 6002.895020
	Iteration 46Q: 3 clusters Score -2.42375e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -24237498.000000 Penalty: 6002.895020
	Iteration 47Q: 3 clusters Score -2.42375e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175183 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -24237618.000000 Penalty: 6002.895020
	Iteration 48Q: 3 clusters Score -2.423762e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -24237600.000000 Penalty: 6002.895020
	Iteration 49Q: 3 clusters Score -2.42376e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -24237616.000000 Penalty: 6002.895020
	Iteration 50Q: 3 clusters Score -2.423762e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176211 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -24237642.000000 Penalty: 6002.895020
	Iteration 51Q: 3 clusters Score -2.423764e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -24237666.000000 Penalty: 6002.895020
	Iteration 52Q: 3 clusters Score -2.423767e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176661 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -24237664.000000 Penalty: 6002.895020
	Iteration 53Q: 3 clusters Score -2.423766e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176850 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -24237676.000000 Penalty: 6002.895020
	Iteration 54Q: 3 clusters Score -2.423768e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -24237672.000000 Penalty: 6002.895020
	Iteration 55Q: 3 clusters Score -2.423767e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -24237676.000000 Penalty: 6002.895020
	Iteration 56Q: 3 clusters Score -2.423768e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177277 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -24237716.000000 Penalty: 6002.895020
	Iteration 57Q: 3 clusters Score -2.423772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24237692.000000 Penalty: 6002.895020
	Iteration 58Q: 3 clusters Score -2.423769e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177485 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -24237728.000000 Penalty: 6002.895020
	Iteration 59Q: 3 clusters Score -2.423773e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -24237774.000000 Penalty: 6002.895020
	Iteration 60F: 3 clusters Score -2.423777e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177664 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -24237726.000000 Penalty: 6002.895020
	Iteration 61Q: 3 clusters Score -2.423773e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177752 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -24237766.000000 Penalty: 6002.895020
	Iteration 62Q: 3 clusters Score -2.423777e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177820 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -24237764.000000 Penalty: 6002.895020
	Iteration 63Q: 3 clusters Score -2.423776e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -24237742.000000 Penalty: 6002.895020
	Iteration 64Q: 3 clusters Score -2.423774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -24237774.000000 Penalty: 6002.895020
	Iteration 65Q: 3 clusters Score -2.423777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177964 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -24237746.000000 Penalty: 6002.895020
	Iteration 66Q: 3 clusters Score -2.423775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -24237732.000000 Penalty: 6002.895020
	Iteration 67Q: 3 clusters Score -2.423773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -24237730.000000 Penalty: 6002.895020
	Iteration 68Q: 3 clusters Score -2.423773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178045 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24237716.000000 Penalty: 6002.895020
	Iteration 69Q: 3 clusters Score -2.423772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178064 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24237704.000000 Penalty: 6002.895020
	Iteration 70Q: 3 clusters Score -2.42377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24237734.000000 Penalty: 6002.895020
	Iteration 71Q: 3 clusters Score -2.423773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24237712.000000 Penalty: 6002.895020
	Iteration 72Q: 3 clusters Score -2.423771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -24237702.000000 Penalty: 6002.895020
	Iteration 73Q: 3 clusters Score -2.42377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -24237698.000000 Penalty: 6002.895020
	Iteration 74Q: 3 clusters Score -2.42377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178128 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -24237704.000000 Penalty: 6002.895020
	Iteration 75Q: 3 clusters Score -2.42377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24237704.000000 Penalty: 6002.895020
	Iteration 76Q: 3 clusters Score -2.42377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -24237714.000000 Penalty: 6002.895020
	Iteration 77Q: 3 clusters Score -2.423771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178163 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24237700.000000 Penalty: 6002.895020
	Iteration 78Q: 3 clusters Score -2.42377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -24237716.000000 Penalty: 6002.895020
	Iteration 79Q: 3 clusters Score -2.423772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178181 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -24237738.000000 Penalty: 6002.895020
	Iteration 80F: 3 clusters Score -2.423774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24237722.000000 Penalty: 6002.895020
	Iteration 81Q: 3 clusters Score -2.423772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -24237708.000000 Penalty: 6002.895020
	Iteration 82Q: 3 clusters Score -2.423771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178204 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -24237718.000000 Penalty: 6002.895020
	Iteration 83Q: 3 clusters Score -2.423772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178211 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24237724.000000 Penalty: 6002.895020
	Iteration 84Q: 3 clusters Score -2.423772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -24237726.000000 Penalty: 6002.895020
	Iteration 85Q: 3 clusters Score -2.423773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178222 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24237720.000000 Penalty: 6002.895020
	Iteration 86Q: 3 clusters Score -2.423772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -24237728.000000 Penalty: 6002.895020
	Iteration 87Q: 3 clusters Score -2.423773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178231 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24237738.000000 Penalty: 6002.895020
	Iteration 88Q: 3 clusters Score -2.423774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178233 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -24237740.000000 Penalty: 6002.895020
	Iteration 89Q: 3 clusters Score -2.423774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24237726.000000 Penalty: 6002.895020
	Iteration 90Q: 3 clusters Score -2.423773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24237726.000000 Penalty: 6002.895020
	Iteration 91F: 3 clusters Score -2.423773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Entering Unmasked Estep 
Score: -4252886.500000 Penalty: 2575.124023
	Iteration 0F: 2 clusters Score -4252886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4230808.000000 Penalty: 5150.248047
	Iteration 0F: 3 clusters Score -4230808 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4238739.000000 Penalty: 5150.248047
	Iteration 1F: 3 clusters Score -4238739 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4239222.500000 Penalty: 5150.248047
	Iteration 2Q: 3 clusters Score -4239222 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4239674.500000 Penalty: 5150.248047
	Iteration 3Q: 3 clusters Score -4239674 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4240154.000000 Penalty: 5150.248047
	Iteration 4Q: 3 clusters Score -4240154 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4240859.000000 Penalty: 5150.248047
	Iteration 5Q: 3 clusters Score -4240859 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4241865.500000 Penalty: 5150.248047
	Iteration 6F: 3 clusters Score -4241866 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4243401.000000 Penalty: 5150.248047
	Iteration 7F: 3 clusters Score -4243401 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4245364.500000 Penalty: 5150.248047
	Iteration 8F: 3 clusters Score -4245364 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4247377.500000 Penalty: 5150.248047
	Iteration 9F: 3 clusters Score -4247378 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4248947.000000 Penalty: 5150.248047
	Iteration 10F: 3 clusters Score -4248947 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4249841.000000 Penalty: 5150.248047
	Iteration 11Q: 3 clusters Score -4249841 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4250227.500000 Penalty: 5150.248047
	Iteration 12Q: 3 clusters Score -4250228 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4250392.500000 Penalty: 5150.248047
	Iteration 13Q: 3 clusters Score -4250392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4250476.000000 Penalty: 5150.248047
	Iteration 14Q: 3 clusters Score -4250476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4250505.500000 Penalty: 5150.248047
	Iteration 15Q: 3 clusters Score -4250506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4250540.000000 Penalty: 5150.248047
	Iteration 16Q: 3 clusters Score -4250540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4250564.000000 Penalty: 5150.248047
	Iteration 17Q: 3 clusters Score -4250564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4250574.500000 Penalty: 5150.248047
	Iteration 18Q: 3 clusters Score -4250574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4250578.500000 Penalty: 5150.248047
	Iteration 19Q: 3 clusters Score -4250578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4250580.000000 Penalty: 5150.248047
	Iteration 20F: 3 clusters Score -4250580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4250585.000000 Penalty: 5150.248047
	Iteration 21Q: 3 clusters Score -4250585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4250591.500000 Penalty: 5150.248047
	Iteration 22Q: 3 clusters Score -4250592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4250590.500000 Penalty: 5150.248047
	Iteration 23Q: 3 clusters Score -4250590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4250594.000000 Penalty: 5150.248047
	Iteration 24Q: 3 clusters Score -4250594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4250594.000000 Penalty: 5150.248047
	Iteration 25F: 3 clusters Score -4250594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Entering Unmasked Estep 
Score: -21623614.000000 Penalty: 2972.577148
	Iteration 0F: 2 clusters Score -2.162361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -21518416.000000 Penalty: 5945.154297
	Iteration 0F: 3 clusters Score -2.151842e+07 nChanged 77068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -21563968.000000 Penalty: 5945.154297
	Iteration 1F: 3 clusters Score -2.156397e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -21566500.000000 Penalty: 5945.154297
	Iteration 2Q: 3 clusters Score -2.15665e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -21570970.000000 Penalty: 5945.154297
	Iteration 3F: 3 clusters Score -2.157097e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -21578828.000000 Penalty: 5945.154297
	Iteration 4F: 3 clusters Score -2.157883e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -21589984.000000 Penalty: 5945.154297
	Iteration 5F: 3 clusters Score -2.158998e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -21601446.000000 Penalty: 5945.154297
	Iteration 6F: 3 clusters Score -2.160145e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 133715 members 
Entering Unmasked Estep 
Score: -21609282.000000 Penalty: 5945.154297
	Iteration 7F: 3 clusters Score -2.160928e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -21613164.000000 Penalty: 5945.154297
	Iteration 8Q: 3 clusters Score -2.161316e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 140502 members 
Entering Unmasked Estep 
Score: -21614902.000000 Penalty: 5945.154297
	Iteration 9Q: 3 clusters Score -2.16149e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -21615942.000000 Penalty: 5945.154297
	Iteration 10Q: 3 clusters Score -2.161594e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -21616894.000000 Penalty: 5945.154297
	Iteration 11Q: 3 clusters Score -2.161689e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -21617662.000000 Penalty: 5945.154297
	Iteration 12Q: 3 clusters Score -2.161766e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -21618424.000000 Penalty: 5945.154297
	Iteration 13Q: 3 clusters Score -2.161842e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -21619050.000000 Penalty: 5945.154297
	Iteration 14Q: 3 clusters Score -2.161905e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -21619566.000000 Penalty: 5945.154297
	Iteration 15Q: 3 clusters Score -2.161957e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 151885 members 
Entering Unmasked Estep 
Score: -21619956.000000 Penalty: 5945.154297
	Iteration 16Q: 3 clusters Score -2.161996e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -21620282.000000 Penalty: 5945.154297
	Iteration 17Q: 3 clusters Score -2.162028e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 153626 members 
Entering Unmasked Estep 
Score: -21620600.000000 Penalty: 5945.154297
	Iteration 18Q: 3 clusters Score -2.16206e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 154327 members 
Entering Unmasked Estep 
Score: -21620722.000000 Penalty: 5945.154297
	Iteration 19Q: 3 clusters Score -2.162072e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -21620946.000000 Penalty: 5945.154297
	Iteration 20F: 3 clusters Score -2.162095e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -21621062.000000 Penalty: 5945.154297
	Iteration 21Q: 3 clusters Score -2.162106e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -21621146.000000 Penalty: 5945.154297
	Iteration 22Q: 3 clusters Score -2.162115e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -21621294.000000 Penalty: 5945.154297
	Iteration 23Q: 3 clusters Score -2.162129e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -21621390.000000 Penalty: 5945.154297
	Iteration 24Q: 3 clusters Score -2.162139e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 156930 members 
Entering Unmasked Estep 
Score: -21621424.000000 Penalty: 5945.154297
	Iteration 25Q: 3 clusters Score -2.162142e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -21621498.000000 Penalty: 5945.154297
	Iteration 26Q: 3 clusters Score -2.16215e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -21621522.000000 Penalty: 5945.154297
	Iteration 27Q: 3 clusters Score -2.162152e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -21621582.000000 Penalty: 5945.154297
	Iteration 28Q: 3 clusters Score -2.162158e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -21621562.000000 Penalty: 5945.154297
	Iteration 29Q: 3 clusters Score -2.162156e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 157835 members 
Entering Unmasked Estep 
Score: -21621570.000000 Penalty: 5945.154297
	Iteration 30Q: 3 clusters Score -2.162157e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -21621592.000000 Penalty: 5945.154297
	Iteration 31Q: 3 clusters Score -2.162159e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -21621626.000000 Penalty: 5945.154297
	Iteration 32Q: 3 clusters Score -2.162163e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -21621630.000000 Penalty: 5945.154297
	Iteration 33Q: 3 clusters Score -2.162163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -21621618.000000 Penalty: 5945.154297
	Iteration 34Q: 3 clusters Score -2.162162e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -21621618.000000 Penalty: 5945.154297
	Iteration 35Q: 3 clusters Score -2.162162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -21621638.000000 Penalty: 5945.154297
	Iteration 36Q: 3 clusters Score -2.162164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 158296 members 
Entering Unmasked Estep 
Score: -21621620.000000 Penalty: 5945.154297
	Iteration 37Q: 3 clusters Score -2.162162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -21621638.000000 Penalty: 5945.154297
	Iteration 38Q: 3 clusters Score -2.162164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 158371 members 
Entering Unmasked Estep 
Score: -21621638.000000 Penalty: 5945.154297
	Iteration 39Q: 3 clusters Score -2.162164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -21621642.000000 Penalty: 5945.154297
	Iteration 40F: 3 clusters Score -2.162164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 158431 members 
Entering Unmasked Estep 
Score: -21621680.000000 Penalty: 5945.154297
	Iteration 41Q: 3 clusters Score -2.162168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -21621672.000000 Penalty: 5945.154297
	Iteration 42Q: 3 clusters Score -2.162167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -21621680.000000 Penalty: 5945.154297
	Iteration 43Q: 3 clusters Score -2.162168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -21621686.000000 Penalty: 5945.154297
	Iteration 44Q: 3 clusters Score -2.162169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -21621684.000000 Penalty: 5945.154297
	Iteration 45Q: 3 clusters Score -2.162168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -21621680.000000 Penalty: 5945.154297
	Iteration 46Q: 3 clusters Score -2.162168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -21621704.000000 Penalty: 5945.154297
	Iteration 47Q: 3 clusters Score -2.16217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -21621682.000000 Penalty: 5945.154297
	Iteration 48Q: 3 clusters Score -2.162168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -21621680.000000 Penalty: 5945.154297
	Iteration 49Q: 3 clusters Score -2.162168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -21621676.000000 Penalty: 5945.154297
	Iteration 50Q: 3 clusters Score -2.162168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -21621664.000000 Penalty: 5945.154297
	Iteration 51Q: 3 clusters Score -2.162166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 158657 members 
Entering Unmasked Estep 
Score: -21621658.000000 Penalty: 5945.154297
	Iteration 52Q: 3 clusters Score -2.162166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -21621678.000000 Penalty: 5945.154297
	Iteration 53Q: 3 clusters Score -2.162168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 158684 members 
Entering Unmasked Estep 
Score: -21621678.000000 Penalty: 5945.154297
	Iteration 54Q: 3 clusters Score -2.162168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -21621682.000000 Penalty: 5945.154297
	Iteration 55Q: 3 clusters Score -2.162168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -21621662.000000 Penalty: 5945.154297
	Iteration 56Q: 3 clusters Score -2.162166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -21621672.000000 Penalty: 5945.154297
	Iteration 57Q: 3 clusters Score -2.162167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -21621686.000000 Penalty: 5945.154297
	Iteration 58Q: 3 clusters Score -2.162169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -21621684.000000 Penalty: 5945.154297
	Iteration 59Q: 3 clusters Score -2.162168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -21621692.000000 Penalty: 5945.154297
	Iteration 60F: 3 clusters Score -2.162169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -21621678.000000 Penalty: 5945.154297
	Iteration 61Q: 3 clusters Score -2.162168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -21621684.000000 Penalty: 5945.154297
	Iteration 62Q: 3 clusters Score -2.162168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 158749 members 
Entering Unmasked Estep 
Score: -21621708.000000 Penalty: 5945.154297
	Iteration 63Q: 3 clusters Score -2.162171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 158756 members 
Entering Unmasked Estep 
Score: -21621698.000000 Penalty: 5945.154297
	Iteration 64Q: 3 clusters Score -2.16217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21621704.000000 Penalty: 5945.154297
	Iteration 65Q: 3 clusters Score -2.16217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -21621690.000000 Penalty: 5945.154297
	Iteration 66Q: 3 clusters Score -2.162169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -21621690.000000 Penalty: 5945.154297
	Iteration 67Q: 3 clusters Score -2.162169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -21621698.000000 Penalty: 5945.154297
	Iteration 68Q: 3 clusters Score -2.16217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -21621706.000000 Penalty: 5945.154297
	Iteration 69Q: 3 clusters Score -2.162171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -21621694.000000 Penalty: 5945.154297
	Iteration 70Q: 3 clusters Score -2.162169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 158810 members 
Entering Unmasked Estep 
Score: -21621696.000000 Penalty: 5945.154297
	Iteration 71Q: 3 clusters Score -2.16217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -21621702.000000 Penalty: 5945.154297
	Iteration 72Q: 3 clusters Score -2.16217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -21621702.000000 Penalty: 5945.154297
	Iteration 73F: 3 clusters Score -2.16217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (127366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Entering Unmasked Estep 
Score: -17213436.000000 Penalty: 2915.195312
	Iteration 0F: 2 clusters Score -1.721344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -17128118.000000 Penalty: 5830.390625
	Iteration 0F: 3 clusters Score -1.712812e+07 nChanged 60797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -17163744.000000 Penalty: 5830.390625
	Iteration 1F: 3 clusters Score -1.716374e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -17165526.000000 Penalty: 5830.390625
	Iteration 2Q: 3 clusters Score -1.716553e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -17168412.000000 Penalty: 5830.390625
	Iteration 3F: 3 clusters Score -1.716841e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -17173654.000000 Penalty: 5830.390625
	Iteration 4F: 3 clusters Score -1.717365e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -17181910.000000 Penalty: 5830.390625
	Iteration 5F: 3 clusters Score -1.718191e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -17191936.000000 Penalty: 5830.390625
	Iteration 6F: 3 clusters Score -1.719194e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -17200374.000000 Penalty: 5830.390625
	Iteration 7F: 3 clusters Score -1.720037e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -17205788.000000 Penalty: 5830.390625
	Iteration 8Q: 3 clusters Score -1.720579e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -17208128.000000 Penalty: 5830.390625
	Iteration 9Q: 3 clusters Score -1.720813e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -17209152.000000 Penalty: 5830.390625
	Iteration 10Q: 3 clusters Score -1.720915e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 121991 members 
Entering Unmasked Estep 
Score: -17209632.000000 Penalty: 5830.390625
	Iteration 11Q: 3 clusters Score -1.720963e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 122594 members 
Entering Unmasked Estep 
Score: -17209902.000000 Penalty: 5830.390625
	Iteration 12Q: 3 clusters Score -1.72099e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -17210064.000000 Penalty: 5830.390625
	Iteration 13Q: 3 clusters Score -1.721006e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 123514 members 
Entering Unmasked Estep 
Score: -17210252.000000 Penalty: 5830.390625
	Iteration 14Q: 3 clusters Score -1.721025e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 123857 members 
Entering Unmasked Estep 
Score: -17210386.000000 Penalty: 5830.390625
	Iteration 15Q: 3 clusters Score -1.721039e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -17210470.000000 Penalty: 5830.390625
	Iteration 16Q: 3 clusters Score -1.721047e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -17210498.000000 Penalty: 5830.390625
	Iteration 17Q: 3 clusters Score -1.72105e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 124568 members 
Entering Unmasked Estep 
Score: -17210576.000000 Penalty: 5830.390625
	Iteration 18Q: 3 clusters Score -1.721058e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -17210640.000000 Penalty: 5830.390625
	Iteration 19Q: 3 clusters Score -1.721064e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -17210700.000000 Penalty: 5830.390625
	Iteration 20F: 3 clusters Score -1.72107e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -17210744.000000 Penalty: 5830.390625
	Iteration 21Q: 3 clusters Score -1.721074e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -17210802.000000 Penalty: 5830.390625
	Iteration 22Q: 3 clusters Score -1.72108e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -17210780.000000 Penalty: 5830.390625
	Iteration 23Q: 3 clusters Score -1.721078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -17210822.000000 Penalty: 5830.390625
	Iteration 24Q: 3 clusters Score -1.721082e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -17210862.000000 Penalty: 5830.390625
	Iteration 25Q: 3 clusters Score -1.721086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -17210902.000000 Penalty: 5830.390625
	Iteration 26Q: 3 clusters Score -1.72109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -17210922.000000 Penalty: 5830.390625
	Iteration 27Q: 3 clusters Score -1.721092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -17210962.000000 Penalty: 5830.390625
	Iteration 28Q: 3 clusters Score -1.721096e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -17210986.000000 Penalty: 5830.390625
	Iteration 29Q: 3 clusters Score -1.721099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -17210990.000000 Penalty: 5830.390625
	Iteration 30Q: 3 clusters Score -1.721099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -17211028.000000 Penalty: 5830.390625
	Iteration 31Q: 3 clusters Score -1.721103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -17211018.000000 Penalty: 5830.390625
	Iteration 32Q: 3 clusters Score -1.721102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -17211052.000000 Penalty: 5830.390625
	Iteration 33Q: 3 clusters Score -1.721105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -17211062.000000 Penalty: 5830.390625
	Iteration 34Q: 3 clusters Score -1.721106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
Score: -17211084.000000 Penalty: 5830.390625
	Iteration 35Q: 3 clusters Score -1.721108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -17211080.000000 Penalty: 5830.390625
	Iteration 36Q: 3 clusters Score -1.721108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -17211090.000000 Penalty: 5830.390625
	Iteration 37Q: 3 clusters Score -1.721109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -17211096.000000 Penalty: 5830.390625
	Iteration 38Q: 3 clusters Score -1.72111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 125936 members 
Entering Unmasked Estep 
Score: -17211088.000000 Penalty: 5830.390625
	Iteration 39Q: 3 clusters Score -1.721109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -17211102.000000 Penalty: 5830.390625
	Iteration 40F: 3 clusters Score -1.72111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -17211092.000000 Penalty: 5830.390625
	Iteration 41Q: 3 clusters Score -1.721109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 126007 members 
Entering Unmasked Estep 
Score: -17211108.000000 Penalty: 5830.390625
	Iteration 42Q: 3 clusters Score -1.721111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -17211116.000000 Penalty: 5830.390625
	Iteration 43Q: 3 clusters Score -1.721112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -17211112.000000 Penalty: 5830.390625
	Iteration 44Q: 3 clusters Score -1.721111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -17211124.000000 Penalty: 5830.390625
	Iteration 45Q: 3 clusters Score -1.721112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -17211116.000000 Penalty: 5830.390625
	Iteration 46Q: 3 clusters Score -1.721112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -17211120.000000 Penalty: 5830.390625
	Iteration 47Q: 3 clusters Score -1.721112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -17211138.000000 Penalty: 5830.390625
	Iteration 48Q: 3 clusters Score -1.721114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -17211122.000000 Penalty: 5830.390625
	Iteration 49Q: 3 clusters Score -1.721112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 126131 members 
Entering Unmasked Estep 
Score: -17211136.000000 Penalty: 5830.390625
	Iteration 50Q: 3 clusters Score -1.721114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -17211136.000000 Penalty: 5830.390625
	Iteration 51Q: 3 clusters Score -1.721114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 126140 members 
Entering Unmasked Estep 
Score: -17211124.000000 Penalty: 5830.390625
	Iteration 52Q: 3 clusters Score -1.721112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -17211128.000000 Penalty: 5830.390625
	Iteration 53Q: 3 clusters Score -1.721113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -17211136.000000 Penalty: 5830.390625
	Iteration 54Q: 3 clusters Score -1.721114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -17211140.000000 Penalty: 5830.390625
	Iteration 55Q: 3 clusters Score -1.721114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -17211144.000000 Penalty: 5830.390625
	Iteration 56Q: 3 clusters Score -1.721114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -17211150.000000 Penalty: 5830.390625
	Iteration 57Q: 3 clusters Score -1.721115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -17211150.000000 Penalty: 5830.390625
	Iteration 58Q: 3 clusters Score -1.721115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -17211148.000000 Penalty: 5830.390625
	Iteration 59Q: 3 clusters Score -1.721115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -17211160.000000 Penalty: 5830.390625
	Iteration 60F: 3 clusters Score -1.721116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 126176 members 
Entering Unmasked Estep 
Score: -17211160.000000 Penalty: 5830.390625
	Iteration 61Q: 3 clusters Score -1.721116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 126176 members 
Entering Unmasked Estep 
Score: -17211160.000000 Penalty: 5830.390625
	Iteration 62F: 3 clusters Score -1.721116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -53120.160156 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -53120.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51711.781250 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -51711.78 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52110.605469 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -52110.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52336.753906 Penalty: 3065.288086
	Iteration 2F: 3 clusters Score -52336.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52501.089844 Penalty: 3065.288086
	Iteration 3F: 3 clusters Score -52501.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52595.070312 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -52595.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52672.722656 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -52672.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52734.585938 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -52734.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52788.535156 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -52788.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52815.855469 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -52815.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52831.675781 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -52831.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52852.746094 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -52852.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52867.496094 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -52867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52883.222656 Penalty: 3065.288086
	Iteration 12Q: 3 clusters Score -52883.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52885.312500 Penalty: 3065.288086
	Iteration 13Q: 3 clusters Score -52885.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52885.312500 Penalty: 3065.288086
	Iteration 14F: 3 clusters Score -52885.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -839563.500000 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -839563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -834002.375000 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -834002.4 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -835487.375000 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -835487.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -835769.500000 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -835769.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -835924.187500 Penalty: 4372.938477
	Iteration 3F: 3 clusters Score -835924.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -836022.062500 Penalty: 4372.938477
	Iteration 4Q: 3 clusters Score -836022.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -836087.000000 Penalty: 4372.938477
	Iteration 5Q: 3 clusters Score -836087 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -836137.375000 Penalty: 4372.938477
	Iteration 6Q: 3 clusters Score -836137.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -836167.500000 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -836167.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -836202.437500 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -836202.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -836229.125000 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -836229.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -836262.500000 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -836262.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -836304.187500 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -836304.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -836356.375000 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -836356.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -836419.125000 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -836419.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -836471.750000 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -836471.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -836530.312500 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -836530.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -836579.875000 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -836579.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -836630.812500 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -836630.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -836691.937500 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -836691.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -836762.687500 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -836762.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -836852.062500 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -836852.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -836940.062500 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -836940.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -837031.812500 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -837031.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -837113.250000 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -837113.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -837185.500000 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -837185.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -837252.250000 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -837252.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -837302.375000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -837302.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -837332.125000 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -837332.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -837356.500000 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -837356.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -837370.375000 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -837370.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -837386.875000 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -837386.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -837394.250000 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -837394.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -837403.312500 Penalty: 4372.938477
	Iteration 32Q: 3 clusters Score -837403.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -837413.125000 Penalty: 4372.938477
	Iteration 33Q: 3 clusters Score -837413.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -837417.125000 Penalty: 4372.938477
	Iteration 34Q: 3 clusters Score -837417.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -837421.500000 Penalty: 4372.938477
	Iteration 35Q: 3 clusters Score -837421.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -837423.687500 Penalty: 4372.938477
	Iteration 36Q: 3 clusters Score -837423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -837425.562500 Penalty: 4372.938477
	Iteration 37Q: 3 clusters Score -837425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -837424.250000 Penalty: 4372.938477
	Iteration 38Q: 3 clusters Score -837424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -837425.750000 Penalty: 4372.938477
	Iteration 39Q: 3 clusters Score -837425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -837427.000000 Penalty: 4372.938477
	Iteration 40F: 3 clusters Score -837427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -837428.562500 Penalty: 4372.938477
	Iteration 41Q: 3 clusters Score -837428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -837429.812500 Penalty: 4372.938477
	Iteration 42Q: 3 clusters Score -837429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -837429.000000 Penalty: 4372.938477
	Iteration 43Q: 3 clusters Score -837429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -837429.000000 Penalty: 4372.938477
	Iteration 44F: 3 clusters Score -837429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (132553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Entering Unmasked Estep 
Score: -17883004.000000 Penalty: 2925.094971
	Iteration 0F: 2 clusters Score -1.7883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -17794604.000000 Penalty: 5850.189941
	Iteration 0F: 3 clusters Score -1.77946e+07 nChanged 63331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -17830996.000000 Penalty: 5850.189941
	Iteration 1F: 3 clusters Score -1.7831e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -17831706.000000 Penalty: 5850.189941
	Iteration 2Q: 3 clusters Score -1.783171e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -17832484.000000 Penalty: 5850.189941
	Iteration 3Q: 3 clusters Score -1.783248e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -17833658.000000 Penalty: 5850.189941
	Iteration 4Q: 3 clusters Score -1.783366e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -17835580.000000 Penalty: 5850.189941
	Iteration 5Q: 3 clusters Score -1.783558e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -17838378.000000 Penalty: 5850.189941
	Iteration 6Q: 3 clusters Score -1.783838e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -17842546.000000 Penalty: 5850.189941
	Iteration 7F: 3 clusters Score -1.784255e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -17848778.000000 Penalty: 5850.189941
	Iteration 8F: 3 clusters Score -1.784878e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -17856468.000000 Penalty: 5850.189941
	Iteration 9F: 3 clusters Score -1.785647e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -17862592.000000 Penalty: 5850.189941
	Iteration 10F: 3 clusters Score -1.786259e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -17865160.000000 Penalty: 5850.189941
	Iteration 11Q: 3 clusters Score -1.786516e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -17866342.000000 Penalty: 5850.189941
	Iteration 12Q: 3 clusters Score -1.786634e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -17866998.000000 Penalty: 5850.189941
	Iteration 13Q: 3 clusters Score -1.7867e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -17867654.000000 Penalty: 5850.189941
	Iteration 14Q: 3 clusters Score -1.786765e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -17868368.000000 Penalty: 5850.189941
	Iteration 15Q: 3 clusters Score -1.786837e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -17868872.000000 Penalty: 5850.189941
	Iteration 16Q: 3 clusters Score -1.786887e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -17869280.000000 Penalty: 5850.189941
	Iteration 17Q: 3 clusters Score -1.786928e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -17869712.000000 Penalty: 5850.189941
	Iteration 18Q: 3 clusters Score -1.786971e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -17870126.000000 Penalty: 5850.189941
	Iteration 19Q: 3 clusters Score -1.787013e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -17870502.000000 Penalty: 5850.189941
	Iteration 20F: 3 clusters Score -1.78705e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -17870732.000000 Penalty: 5850.189941
	Iteration 21Q: 3 clusters Score -1.787073e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -17871118.000000 Penalty: 5850.189941
	Iteration 22Q: 3 clusters Score -1.787112e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 96959 members 
Entering Unmasked Estep 
Score: -17871402.000000 Penalty: 5850.189941
	Iteration 23Q: 3 clusters Score -1.78714e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -17871730.000000 Penalty: 5850.189941
	Iteration 24Q: 3 clusters Score -1.787173e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -17872102.000000 Penalty: 5850.189941
	Iteration 25Q: 3 clusters Score -1.78721e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -17872396.000000 Penalty: 5850.189941
	Iteration 26Q: 3 clusters Score -1.78724e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -17872708.000000 Penalty: 5850.189941
	Iteration 27Q: 3 clusters Score -1.787271e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -17873082.000000 Penalty: 5850.189941
	Iteration 28Q: 3 clusters Score -1.787308e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -17873402.000000 Penalty: 5850.189941
	Iteration 29Q: 3 clusters Score -1.78734e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -17873626.000000 Penalty: 5850.189941
	Iteration 30Q: 3 clusters Score -1.787363e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -17873910.000000 Penalty: 5850.189941
	Iteration 31Q: 3 clusters Score -1.787391e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -17874266.000000 Penalty: 5850.189941
	Iteration 32Q: 3 clusters Score -1.787427e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -17874566.000000 Penalty: 5850.189941
	Iteration 33Q: 3 clusters Score -1.787457e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -17874908.000000 Penalty: 5850.189941
	Iteration 34Q: 3 clusters Score -1.787491e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 111708 members 
Entering Unmasked Estep 
Score: -17875126.000000 Penalty: 5850.189941
	Iteration 35Q: 3 clusters Score -1.787513e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -17875396.000000 Penalty: 5850.189941
	Iteration 36Q: 3 clusters Score -1.78754e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -17875748.000000 Penalty: 5850.189941
	Iteration 37Q: 3 clusters Score -1.787575e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -17875992.000000 Penalty: 5850.189941
	Iteration 38Q: 3 clusters Score -1.787599e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -17876302.000000 Penalty: 5850.189941
	Iteration 39Q: 3 clusters Score -1.78763e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -17876594.000000 Penalty: 5850.189941
	Iteration 40F: 3 clusters Score -1.787659e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -17876866.000000 Penalty: 5850.189941
	Iteration 41Q: 3 clusters Score -1.787687e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -17877058.000000 Penalty: 5850.189941
	Iteration 42Q: 3 clusters Score -1.787706e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -17877298.000000 Penalty: 5850.189941
	Iteration 43Q: 3 clusters Score -1.78773e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -17877474.000000 Penalty: 5850.189941
	Iteration 44Q: 3 clusters Score -1.787747e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
Score: -17877746.000000 Penalty: 5850.189941
	Iteration 45Q: 3 clusters Score -1.787775e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -17878040.000000 Penalty: 5850.189941
	Iteration 46Q: 3 clusters Score -1.787804e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -17878240.000000 Penalty: 5850.189941
	Iteration 47Q: 3 clusters Score -1.787824e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -17878434.000000 Penalty: 5850.189941
	Iteration 48Q: 3 clusters Score -1.787843e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -17878662.000000 Penalty: 5850.189941
	Iteration 49Q: 3 clusters Score -1.787866e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 124910 members 
Entering Unmasked Estep 
Score: -17878920.000000 Penalty: 5850.189941
	Iteration 50Q: 3 clusters Score -1.787892e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -17879160.000000 Penalty: 5850.189941
	Iteration 51Q: 3 clusters Score -1.787916e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -17879286.000000 Penalty: 5850.189941
	Iteration 52Q: 3 clusters Score -1.787929e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -17879514.000000 Penalty: 5850.189941
	Iteration 53Q: 3 clusters Score -1.787951e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -17879726.000000 Penalty: 5850.189941
	Iteration 54Q: 3 clusters Score -1.787973e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -17879824.000000 Penalty: 5850.189941
	Iteration 55Q: 3 clusters Score -1.787982e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -17879942.000000 Penalty: 5850.189941
	Iteration 56Q: 3 clusters Score -1.787994e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -17880058.000000 Penalty: 5850.189941
	Iteration 57Q: 3 clusters Score -1.788006e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -17880170.000000 Penalty: 5850.189941
	Iteration 58Q: 3 clusters Score -1.788017e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 128838 members 
Entering Unmasked Estep 
Score: -17880258.000000 Penalty: 5850.189941
	Iteration 59Q: 3 clusters Score -1.788026e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -17880328.000000 Penalty: 5850.189941
	Iteration 60F: 3 clusters Score -1.788033e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -17880402.000000 Penalty: 5850.189941
	Iteration 61Q: 3 clusters Score -1.78804e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -17880490.000000 Penalty: 5850.189941
	Iteration 62Q: 3 clusters Score -1.788049e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 129728 members 
Entering Unmasked Estep 
Score: -17880562.000000 Penalty: 5850.189941
	Iteration 63Q: 3 clusters Score -1.788056e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -17880602.000000 Penalty: 5850.189941
	Iteration 64Q: 3 clusters Score -1.78806e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 130013 members 
Entering Unmasked Estep 
Score: -17880618.000000 Penalty: 5850.189941
	Iteration 65Q: 3 clusters Score -1.788062e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 130107 members 
Entering Unmasked Estep 
Score: -17880600.000000 Penalty: 5850.189941
	Iteration 66Q: 3 clusters Score -1.78806e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 130183 members 
Entering Unmasked Estep 
Score: -17880622.000000 Penalty: 5850.189941
	Iteration 67Q: 3 clusters Score -1.788062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -17880652.000000 Penalty: 5850.189941
	Iteration 68Q: 3 clusters Score -1.788065e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -17880672.000000 Penalty: 5850.189941
	Iteration 69Q: 3 clusters Score -1.788067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 130397 members 
Entering Unmasked Estep 
Score: -17880708.000000 Penalty: 5850.189941
	Iteration 70Q: 3 clusters Score -1.788071e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 130460 members 
Entering Unmasked Estep 
Score: -17880700.000000 Penalty: 5850.189941
	Iteration 71Q: 3 clusters Score -1.78807e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -17880736.000000 Penalty: 5850.189941
	Iteration 72Q: 3 clusters Score -1.788074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -17880742.000000 Penalty: 5850.189941
	Iteration 73Q: 3 clusters Score -1.788074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 130606 members 
Entering Unmasked Estep 
Score: -17880742.000000 Penalty: 5850.189941
	Iteration 74Q: 3 clusters Score -1.788074e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 130646 members 
Entering Unmasked Estep 
Score: -17880758.000000 Penalty: 5850.189941
	Iteration 75Q: 3 clusters Score -1.788076e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -17880750.000000 Penalty: 5850.189941
	Iteration 76Q: 3 clusters Score -1.788075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -17880760.000000 Penalty: 5850.189941
	Iteration 77Q: 3 clusters Score -1.788076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -17880778.000000 Penalty: 5850.189941
	Iteration 78Q: 3 clusters Score -1.788078e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -17880806.000000 Penalty: 5850.189941
	Iteration 79Q: 3 clusters Score -1.788081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 130810 members 
Entering Unmasked Estep 
Score: -17880812.000000 Penalty: 5850.189941
	Iteration 80F: 3 clusters Score -1.788081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -17880818.000000 Penalty: 5850.189941
	Iteration 81Q: 3 clusters Score -1.788082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -17880822.000000 Penalty: 5850.189941
	Iteration 82Q: 3 clusters Score -1.788082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -17880828.000000 Penalty: 5850.189941
	Iteration 83Q: 3 clusters Score -1.788083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -17880802.000000 Penalty: 5850.189941
	Iteration 84Q: 3 clusters Score -1.78808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -17880796.000000 Penalty: 5850.189941
	Iteration 85Q: 3 clusters Score -1.78808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -17880800.000000 Penalty: 5850.189941
	Iteration 86Q: 3 clusters Score -1.78808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -17880798.000000 Penalty: 5850.189941
	Iteration 87Q: 3 clusters Score -1.78808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -17880798.000000 Penalty: 5850.189941
	Iteration 88Q: 3 clusters Score -1.78808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 130917 members 
Entering Unmasked Estep 
Score: -17880802.000000 Penalty: 5850.189941
	Iteration 89Q: 3 clusters Score -1.78808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 130919 members 
Entering Unmasked Estep 
Score: -17880796.000000 Penalty: 5850.189941
	Iteration 90Q: 3 clusters Score -1.78808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -17880798.000000 Penalty: 5850.189941
	Iteration 91Q: 3 clusters Score -1.78808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -17880818.000000 Penalty: 5850.189941
	Iteration 92Q: 3 clusters Score -1.788082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 130937 members 
Entering Unmasked Estep 
Score: -17880830.000000 Penalty: 5850.189941
	Iteration 93Q: 3 clusters Score -1.788083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -17880828.000000 Penalty: 5850.189941
	Iteration 94Q: 3 clusters Score -1.788083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 130955 members 
Entering Unmasked Estep 
Score: -17880830.000000 Penalty: 5850.189941
	Iteration 95Q: 3 clusters Score -1.788083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -17880852.000000 Penalty: 5850.189941
	Iteration 96Q: 3 clusters Score -1.788085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -17880842.000000 Penalty: 5850.189941
	Iteration 97Q: 3 clusters Score -1.788084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -17880860.000000 Penalty: 5850.189941
	Iteration 98Q: 3 clusters Score -1.788086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -17880854.000000 Penalty: 5850.189941
	Iteration 99Q: 3 clusters Score -1.788085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -17880860.000000 Penalty: 5850.189941
	Iteration 100F: 3 clusters Score -1.788086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -17880872.000000 Penalty: 5850.189941
	Iteration 101Q: 3 clusters Score -1.788087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 131013 members 
Entering Unmasked Estep 
Score: -17880878.000000 Penalty: 5850.189941
	Iteration 102Q: 3 clusters Score -1.788088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -17880878.000000 Penalty: 5850.189941
	Iteration 103Q: 3 clusters Score -1.788088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 131023 members 
Entering Unmasked Estep 
Score: -17880888.000000 Penalty: 5850.189941
	Iteration 104Q: 3 clusters Score -1.788089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -17880890.000000 Penalty: 5850.189941
	Iteration 105Q: 3 clusters Score -1.788089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -17880890.000000 Penalty: 5850.189941
	Iteration 106Q: 3 clusters Score -1.788089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -17880898.000000 Penalty: 5850.189941
	Iteration 107Q: 3 clusters Score -1.78809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -17880898.000000 Penalty: 5850.189941
	Iteration 108F: 3 clusters Score -1.78809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Entering Unmasked Estep 
Score: -5605816.000000 Penalty: 2635.921143
	Iteration 0F: 2 clusters Score -5605816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5577705.500000 Penalty: 5271.842285
	Iteration 0F: 3 clusters Score -5577706 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5588048.500000 Penalty: 5271.842285
	Iteration 1F: 3 clusters Score -5588048 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5588759.000000 Penalty: 5271.842285
	Iteration 2Q: 3 clusters Score -5588759 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -5589653.500000 Penalty: 5271.842285
	Iteration 3F: 3 clusters Score -5589654 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5590898.000000 Penalty: 5271.842285
	Iteration 4F: 3 clusters Score -5590898 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5592711.000000 Penalty: 5271.842285
	Iteration 5F: 3 clusters Score -5592711 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -5595231.500000 Penalty: 5271.842285
	Iteration 6F: 3 clusters Score -5595232 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5598057.500000 Penalty: 5271.842285
	Iteration 7F: 3 clusters Score -5598058 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -5600492.500000 Penalty: 5271.842285
	Iteration 8F: 3 clusters Score -5600492 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5602189.000000 Penalty: 5271.842285
	Iteration 9Q: 3 clusters Score -5602189 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5603098.500000 Penalty: 5271.842285
	Iteration 10Q: 3 clusters Score -5603098 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5603436.000000 Penalty: 5271.842285
	Iteration 11Q: 3 clusters Score -5603436 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5603594.500000 Penalty: 5271.842285
	Iteration 12Q: 3 clusters Score -5603594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5603677.500000 Penalty: 5271.842285
	Iteration 13Q: 3 clusters Score -5603678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -5603709.000000 Penalty: 5271.842285
	Iteration 14Q: 3 clusters Score -5603709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5603745.500000 Penalty: 5271.842285
	Iteration 15Q: 3 clusters Score -5603746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5603754.000000 Penalty: 5271.842285
	Iteration 16Q: 3 clusters Score -5603754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5603784.500000 Penalty: 5271.842285
	Iteration 17Q: 3 clusters Score -5603784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5603797.000000 Penalty: 5271.842285
	Iteration 18Q: 3 clusters Score -5603797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5603809.000000 Penalty: 5271.842285
	Iteration 19Q: 3 clusters Score -5603809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5603824.500000 Penalty: 5271.842285
	Iteration 20F: 3 clusters Score -5603824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5603839.500000 Penalty: 5271.842285
	Iteration 21Q: 3 clusters Score -5603840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5603827.500000 Penalty: 5271.842285
	Iteration 22Q: 3 clusters Score -5603828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5603851.000000 Penalty: 5271.842285
	Iteration 23Q: 3 clusters Score -5603851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5603862.000000 Penalty: 5271.842285
	Iteration 24Q: 3 clusters Score -5603862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5603851.500000 Penalty: 5271.842285
	Iteration 25Q: 3 clusters Score -5603852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5603872.000000 Penalty: 5271.842285
	Iteration 26Q: 3 clusters Score -5603872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5603877.500000 Penalty: 5271.842285
	Iteration 27Q: 3 clusters Score -5603878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -5603880.500000 Penalty: 5271.842285
	Iteration 28Q: 3 clusters Score -5603880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -5603892.500000 Penalty: 5271.842285
	Iteration 29Q: 3 clusters Score -5603892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5603892.000000 Penalty: 5271.842285
	Iteration 30Q: 3 clusters Score -5603892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5603882.500000 Penalty: 5271.842285
	Iteration 31Q: 3 clusters Score -5603882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5603884.000000 Penalty: 5271.842285
	Iteration 32Q: 3 clusters Score -5603884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5603882.500000 Penalty: 5271.842285
	Iteration 33Q: 3 clusters Score -5603882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5603882.500000 Penalty: 5271.842285
	Iteration 34Q: 3 clusters Score -5603882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5603891.000000 Penalty: 5271.842285
	Iteration 35Q: 3 clusters Score -5603891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5603901.500000 Penalty: 5271.842285
	Iteration 36Q: 3 clusters Score -5603902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5603902.000000 Penalty: 5271.842285
	Iteration 37Q: 3 clusters Score -5603902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5603906.500000 Penalty: 5271.842285
	Iteration 38Q: 3 clusters Score -5603906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5603907.500000 Penalty: 5271.842285
	Iteration 39Q: 3 clusters Score -5603908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5603911.000000 Penalty: 5271.842285
	Iteration 40F: 3 clusters Score -5603911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5603909.000000 Penalty: 5271.842285
	Iteration 41Q: 3 clusters Score -5603909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -5603910.000000 Penalty: 5271.842285
	Iteration 42Q: 3 clusters Score -5603910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5603909.500000 Penalty: 5271.842285
	Iteration 43Q: 3 clusters Score -5603910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5603909.500000 Penalty: 5271.842285
	Iteration 44F: 3 clusters Score -5603910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Entering Unmasked Estep 
Score: -8561746.000000 Penalty: 2751.363525
	Iteration 0F: 2 clusters Score -8561746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -8517524.000000 Penalty: 5502.727051
	Iteration 0F: 3 clusters Score -8517524 nChanged 30741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -8534859.000000 Penalty: 5502.727051
	Iteration 1F: 3 clusters Score -8534859 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8535380.000000 Penalty: 5502.727051
	Iteration 2Q: 3 clusters Score -8535380 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -8535907.000000 Penalty: 5502.727051
	Iteration 3Q: 3 clusters Score -8535907 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -8536434.000000 Penalty: 5502.727051
	Iteration 4Q: 3 clusters Score -8536434 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -8536987.000000 Penalty: 5502.727051
	Iteration 5Q: 3 clusters Score -8536987 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -8537619.000000 Penalty: 5502.727051
	Iteration 6Q: 3 clusters Score -8537619 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -8538321.000000 Penalty: 5502.727051
	Iteration 7Q: 3 clusters Score -8538321 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8539269.000000 Penalty: 5502.727051
	Iteration 8Q: 3 clusters Score -8539269 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -8540707.000000 Penalty: 5502.727051
	Iteration 9Q: 3 clusters Score -8540707 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8542794.000000 Penalty: 5502.727051
	Iteration 10Q: 3 clusters Score -8542794 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -8545434.000000 Penalty: 5502.727051
	Iteration 11F: 3 clusters Score -8545434 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8548370.000000 Penalty: 5502.727051
	Iteration 12F: 3 clusters Score -8548370 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -8550824.000000 Penalty: 5502.727051
	Iteration 13F: 3 clusters Score -8550824 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -8552724.000000 Penalty: 5502.727051
	Iteration 14Q: 3 clusters Score -8552724 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -8554075.000000 Penalty: 5502.727051
	Iteration 15Q: 3 clusters Score -8554075 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -8555109.000000 Penalty: 5502.727051
	Iteration 16Q: 3 clusters Score -8555109 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -8555936.000000 Penalty: 5502.727051
	Iteration 17Q: 3 clusters Score -8555936 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -8556566.000000 Penalty: 5502.727051
	Iteration 18Q: 3 clusters Score -8556566 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -8557127.000000 Penalty: 5502.727051
	Iteration 19Q: 3 clusters Score -8557127 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -8557582.000000 Penalty: 5502.727051
	Iteration 20F: 3 clusters Score -8557582 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -8557933.000000 Penalty: 5502.727051
	Iteration 21Q: 3 clusters Score -8557933 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -8558202.000000 Penalty: 5502.727051
	Iteration 22Q: 3 clusters Score -8558202 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -8558432.000000 Penalty: 5502.727051
	Iteration 23Q: 3 clusters Score -8558432 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -8558588.000000 Penalty: 5502.727051
	Iteration 24Q: 3 clusters Score -8558588 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -8558784.000000 Penalty: 5502.727051
	Iteration 25Q: 3 clusters Score -8558784 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -8558856.000000 Penalty: 5502.727051
	Iteration 26Q: 3 clusters Score -8558856 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -8558957.000000 Penalty: 5502.727051
	Iteration 27Q: 3 clusters Score -8558957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -8559011.000000 Penalty: 5502.727051
	Iteration 28Q: 3 clusters Score -8559011 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8559082.000000 Penalty: 5502.727051
	Iteration 29Q: 3 clusters Score -8559082 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -8559143.000000 Penalty: 5502.727051
	Iteration 30Q: 3 clusters Score -8559143 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -8559215.000000 Penalty: 5502.727051
	Iteration 31Q: 3 clusters Score -8559215 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -8559251.000000 Penalty: 5502.727051
	Iteration 32Q: 3 clusters Score -8559251 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -8559290.000000 Penalty: 5502.727051
	Iteration 33Q: 3 clusters Score -8559290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8559320.000000 Penalty: 5502.727051
	Iteration 34Q: 3 clusters Score -8559320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -8559343.000000 Penalty: 5502.727051
	Iteration 35Q: 3 clusters Score -8559343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -8559366.000000 Penalty: 5502.727051
	Iteration 36Q: 3 clusters Score -8559366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -8559392.000000 Penalty: 5502.727051
	Iteration 37Q: 3 clusters Score -8559392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -8559417.000000 Penalty: 5502.727051
	Iteration 38Q: 3 clusters Score -8559417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8559416.000000 Penalty: 5502.727051
	Iteration 39Q: 3 clusters Score -8559416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8559427.000000 Penalty: 5502.727051
	Iteration 40F: 3 clusters Score -8559427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -8559432.000000 Penalty: 5502.727051
	Iteration 41Q: 3 clusters Score -8559432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -8559445.000000 Penalty: 5502.727051
	Iteration 42Q: 3 clusters Score -8559445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8559441.000000 Penalty: 5502.727051
	Iteration 43Q: 3 clusters Score -8559441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -8559458.000000 Penalty: 5502.727051
	Iteration 44Q: 3 clusters Score -8559458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8559470.000000 Penalty: 5502.727051
	Iteration 45Q: 3 clusters Score -8559470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -8559471.000000 Penalty: 5502.727051
	Iteration 46Q: 3 clusters Score -8559471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -8559478.000000 Penalty: 5502.727051
	Iteration 47Q: 3 clusters Score -8559478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -8559493.000000 Penalty: 5502.727051
	Iteration 48Q: 3 clusters Score -8559493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -8559490.000000 Penalty: 5502.727051
	Iteration 49Q: 3 clusters Score -8559490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -8559503.000000 Penalty: 5502.727051
	Iteration 50Q: 3 clusters Score -8559503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -8559528.000000 Penalty: 5502.727051
	Iteration 51Q: 3 clusters Score -8559528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -8559526.000000 Penalty: 5502.727051
	Iteration 52Q: 3 clusters Score -8559526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -8559516.000000 Penalty: 5502.727051
	Iteration 53Q: 3 clusters Score -8559516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -8559533.000000 Penalty: 5502.727051
	Iteration 54Q: 3 clusters Score -8559533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -8559545.000000 Penalty: 5502.727051
	Iteration 55Q: 3 clusters Score -8559545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -8559553.000000 Penalty: 5502.727051
	Iteration 56Q: 3 clusters Score -8559553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8559554.000000 Penalty: 5502.727051
	Iteration 57Q: 3 clusters Score -8559554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -8559561.000000 Penalty: 5502.727051
	Iteration 58Q: 3 clusters Score -8559561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -8559571.000000 Penalty: 5502.727051
	Iteration 59Q: 3 clusters Score -8559571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -8559573.000000 Penalty: 5502.727051
	Iteration 60F: 3 clusters Score -8559573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -8559565.000000 Penalty: 5502.727051
	Iteration 61Q: 3 clusters Score -8559565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -8559570.000000 Penalty: 5502.727051
	Iteration 62Q: 3 clusters Score -8559570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -8559561.000000 Penalty: 5502.727051
	Iteration 63Q: 3 clusters Score -8559561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -8559569.000000 Penalty: 5502.727051
	Iteration 64Q: 3 clusters Score -8559569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -8559570.000000 Penalty: 5502.727051
	Iteration 65Q: 3 clusters Score -8559570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8559572.000000 Penalty: 5502.727051
	Iteration 66Q: 3 clusters Score -8559572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8559583.000000 Penalty: 5502.727051
	Iteration 67Q: 3 clusters Score -8559583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8559582.000000 Penalty: 5502.727051
	Iteration 68Q: 3 clusters Score -8559582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -8559584.000000 Penalty: 5502.727051
	Iteration 69Q: 3 clusters Score -8559584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -8559581.000000 Penalty: 5502.727051
	Iteration 70Q: 3 clusters Score -8559581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -8559587.000000 Penalty: 5502.727051
	Iteration 71Q: 3 clusters Score -8559587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8559578.000000 Penalty: 5502.727051
	Iteration 72Q: 3 clusters Score -8559578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8559581.000000 Penalty: 5502.727051
	Iteration 73Q: 3 clusters Score -8559581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8559577.000000 Penalty: 5502.727051
	Iteration 74Q: 3 clusters Score -8559577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -8559578.000000 Penalty: 5502.727051
	Iteration 75Q: 3 clusters Score -8559578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8559582.000000 Penalty: 5502.727051
	Iteration 76Q: 3 clusters Score -8559582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -8559584.000000 Penalty: 5502.727051
	Iteration 77Q: 3 clusters Score -8559584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -8559585.000000 Penalty: 5502.727051
	Iteration 78Q: 3 clusters Score -8559585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -8559603.000000 Penalty: 5502.727051
	Iteration 79Q: 3 clusters Score -8559603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -8559597.000000 Penalty: 5502.727051
	Iteration 80F: 3 clusters Score -8559597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8559598.000000 Penalty: 5502.727051
	Iteration 81Q: 3 clusters Score -8559598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5502.727051
	Iteration 82Q: 3 clusters Score -8559605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -8559601.000000 Penalty: 5502.727051
	Iteration 83Q: 3 clusters Score -8559601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8559602.000000 Penalty: 5502.727051
	Iteration 84Q: 3 clusters Score -8559602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -8559604.000000 Penalty: 5502.727051
	Iteration 85Q: 3 clusters Score -8559604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -8559609.000000 Penalty: 5502.727051
	Iteration 86Q: 3 clusters Score -8559609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -8559613.000000 Penalty: 5502.727051
	Iteration 87Q: 3 clusters Score -8559613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -8559600.000000 Penalty: 5502.727051
	Iteration 88Q: 3 clusters Score -8559600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -8559608.000000 Penalty: 5502.727051
	Iteration 89Q: 3 clusters Score -8559608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5502.727051
	Iteration 90Q: 3 clusters Score -8559611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5502.727051
	Iteration 91Q: 3 clusters Score -8559611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5502.727051
	Iteration 92F: 3 clusters Score -8559611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200971 members 
Entering Unmasked Estep 
Score: -27124596.000000 Penalty: 3028.307129
	Iteration 0F: 2 clusters Score -2.71246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -27013780.000000 Penalty: 6056.614258
	Iteration 0F: 3 clusters Score -2.701378e+07 nChanged 96677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -27069810.000000 Penalty: 6056.614258
	Iteration 1F: 3 clusters Score -2.706981e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -27070882.000000 Penalty: 6056.614258
	Iteration 2Q: 3 clusters Score -2.707088e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -27071900.000000 Penalty: 6056.614258
	Iteration 3Q: 3 clusters Score -2.70719e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -27073294.000000 Penalty: 6056.614258
	Iteration 4Q: 3 clusters Score -2.707329e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -27075892.000000 Penalty: 6056.614258
	Iteration 5Q: 3 clusters Score -2.707589e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -27080460.000000 Penalty: 6056.614258
	Iteration 6Q: 3 clusters Score -2.708046e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -27088364.000000 Penalty: 6056.614258
	Iteration 7F: 3 clusters Score -2.708836e+07 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149959 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -27098584.000000 Penalty: 6056.614258
	Iteration 8F: 3 clusters Score -2.709858e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -27107550.000000 Penalty: 6056.614258
	Iteration 9F: 3 clusters Score -2.710755e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -27113640.000000 Penalty: 6056.614258
	Iteration 10F: 3 clusters Score -2.711364e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179889 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -27116684.000000 Penalty: 6056.614258
	Iteration 11Q: 3 clusters Score -2.711668e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -27118006.000000 Penalty: 6056.614258
	Iteration 12Q: 3 clusters Score -2.711801e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -27118738.000000 Penalty: 6056.614258
	Iteration 13Q: 3 clusters Score -2.711874e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -27119392.000000 Penalty: 6056.614258
	Iteration 14Q: 3 clusters Score -2.711939e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189719 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -27119836.000000 Penalty: 6056.614258
	Iteration 15Q: 3 clusters Score -2.711984e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -27120124.000000 Penalty: 6056.614258
	Iteration 16Q: 3 clusters Score -2.712012e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -27120312.000000 Penalty: 6056.614258
	Iteration 17Q: 3 clusters Score -2.712031e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192297 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -27120510.000000 Penalty: 6056.614258
	Iteration 18Q: 3 clusters Score -2.712051e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192857 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -27120622.000000 Penalty: 6056.614258
	Iteration 19Q: 3 clusters Score -2.712062e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193362 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -27120694.000000 Penalty: 6056.614258
	Iteration 20F: 3 clusters Score -2.712069e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193778 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -27120680.000000 Penalty: 6056.614258
	Iteration 21Q: 3 clusters Score -2.712068e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194168 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -27120806.000000 Penalty: 6056.614258
	Iteration 22Q: 3 clusters Score -2.712081e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194512 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -27120878.000000 Penalty: 6056.614258
	Iteration 23Q: 3 clusters Score -2.712088e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -27120936.000000 Penalty: 6056.614258
	Iteration 24Q: 3 clusters Score -2.712094e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -27121040.000000 Penalty: 6056.614258
	Iteration 25Q: 3 clusters Score -2.712104e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195300 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -27121104.000000 Penalty: 6056.614258
	Iteration 26Q: 3 clusters Score -2.71211e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195506 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -27121174.000000 Penalty: 6056.614258
	Iteration 27Q: 3 clusters Score -2.712117e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195708 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -27121230.000000 Penalty: 6056.614258
	Iteration 28Q: 3 clusters Score -2.712123e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195881 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -27121210.000000 Penalty: 6056.614258
	Iteration 29Q: 3 clusters Score -2.712121e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -27121252.000000 Penalty: 6056.614258
	Iteration 30Q: 3 clusters Score -2.712125e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196165 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -27121330.000000 Penalty: 6056.614258
	Iteration 31Q: 3 clusters Score -2.712133e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -27121340.000000 Penalty: 6056.614258
	Iteration 32Q: 3 clusters Score -2.712134e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196401 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -27121420.000000 Penalty: 6056.614258
	Iteration 33Q: 3 clusters Score -2.712142e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196517 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -27121504.000000 Penalty: 6056.614258
	Iteration 34Q: 3 clusters Score -2.71215e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196627 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -27121526.000000 Penalty: 6056.614258
	Iteration 35Q: 3 clusters Score -2.712153e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -27121538.000000 Penalty: 6056.614258
	Iteration 36Q: 3 clusters Score -2.712154e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -27121558.000000 Penalty: 6056.614258
	Iteration 37Q: 3 clusters Score -2.712156e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196896 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -27121552.000000 Penalty: 6056.614258
	Iteration 38Q: 3 clusters Score -2.712155e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196969 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -27121582.000000 Penalty: 6056.614258
	Iteration 39Q: 3 clusters Score -2.712158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197049 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -27121626.000000 Penalty: 6056.614258
	Iteration 40F: 3 clusters Score -2.712163e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -27121646.000000 Penalty: 6056.614258
	Iteration 41Q: 3 clusters Score -2.712165e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -27121720.000000 Penalty: 6056.614258
	Iteration 42Q: 3 clusters Score -2.712172e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197248 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -27121734.000000 Penalty: 6056.614258
	Iteration 43Q: 3 clusters Score -2.712173e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -27121742.000000 Penalty: 6056.614258
	Iteration 44Q: 3 clusters Score -2.712174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197358 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -27121738.000000 Penalty: 6056.614258
	Iteration 45Q: 3 clusters Score -2.712174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197419 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -27121752.000000 Penalty: 6056.614258
	Iteration 46Q: 3 clusters Score -2.712175e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197470 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -27121780.000000 Penalty: 6056.614258
	Iteration 47Q: 3 clusters Score -2.712178e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197523 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -27121828.000000 Penalty: 6056.614258
	Iteration 48Q: 3 clusters Score -2.712183e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197576 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -27121818.000000 Penalty: 6056.614258
	Iteration 49Q: 3 clusters Score -2.712182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197626 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -27121858.000000 Penalty: 6056.614258
	Iteration 50Q: 3 clusters Score -2.712186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197679 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -27121880.000000 Penalty: 6056.614258
	Iteration 51Q: 3 clusters Score -2.712188e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197721 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -27121922.000000 Penalty: 6056.614258
	Iteration 52Q: 3 clusters Score -2.712192e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197760 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -27121966.000000 Penalty: 6056.614258
	Iteration 53Q: 3 clusters Score -2.712197e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197801 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -27121946.000000 Penalty: 6056.614258
	Iteration 54Q: 3 clusters Score -2.712195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197835 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -27121934.000000 Penalty: 6056.614258
	Iteration 55Q: 3 clusters Score -2.712193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197867 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -27121944.000000 Penalty: 6056.614258
	Iteration 56Q: 3 clusters Score -2.712194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197899 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -27121930.000000 Penalty: 6056.614258
	Iteration 57Q: 3 clusters Score -2.712193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197919 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -27121946.000000 Penalty: 6056.614258
	Iteration 58Q: 3 clusters Score -2.712195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -27121926.000000 Penalty: 6056.614258
	Iteration 59Q: 3 clusters Score -2.712193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -27121944.000000 Penalty: 6056.614258
	Iteration 60F: 3 clusters Score -2.712194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198002 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -27121936.000000 Penalty: 6056.614258
	Iteration 61Q: 3 clusters Score -2.712194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198024 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -27121970.000000 Penalty: 6056.614258
	Iteration 62Q: 3 clusters Score -2.712197e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198048 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -27121978.000000 Penalty: 6056.614258
	Iteration 63Q: 3 clusters Score -2.712198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198068 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -27122006.000000 Penalty: 6056.614258
	Iteration 64Q: 3 clusters Score -2.712201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198087 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -27122016.000000 Penalty: 6056.614258
	Iteration 65Q: 3 clusters Score -2.712202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198102 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -27122026.000000 Penalty: 6056.614258
	Iteration 66Q: 3 clusters Score -2.712203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -27121976.000000 Penalty: 6056.614258
	Iteration 67Q: 3 clusters Score -2.712198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198119 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -27121972.000000 Penalty: 6056.614258
	Iteration 68Q: 3 clusters Score -2.712197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198125 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -27121994.000000 Penalty: 6056.614258
	Iteration 69Q: 3 clusters Score -2.712199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198131 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -27121996.000000 Penalty: 6056.614258
	Iteration 70Q: 3 clusters Score -2.7122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198142 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -27121994.000000 Penalty: 6056.614258
	Iteration 71Q: 3 clusters Score -2.712199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198150 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -27122020.000000 Penalty: 6056.614258
	Iteration 72Q: 3 clusters Score -2.712202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198168 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -27122026.000000 Penalty: 6056.614258
	Iteration 73Q: 3 clusters Score -2.712203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198175 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -27121994.000000 Penalty: 6056.614258
	Iteration 74Q: 3 clusters Score -2.712199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198188 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -27122010.000000 Penalty: 6056.614258
	Iteration 75Q: 3 clusters Score -2.712201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198204 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -27122036.000000 Penalty: 6056.614258
	Iteration 76Q: 3 clusters Score -2.712204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198218 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -27122032.000000 Penalty: 6056.614258
	Iteration 77Q: 3 clusters Score -2.712203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -27122050.000000 Penalty: 6056.614258
	Iteration 78Q: 3 clusters Score -2.712205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198257 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -27122066.000000 Penalty: 6056.614258
	Iteration 79Q: 3 clusters Score -2.712207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198272 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -27122070.000000 Penalty: 6056.614258
	Iteration 80F: 3 clusters Score -2.712207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -27122036.000000 Penalty: 6056.614258
	Iteration 81Q: 3 clusters Score -2.712204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198296 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -27122032.000000 Penalty: 6056.614258
	Iteration 82Q: 3 clusters Score -2.712203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198308 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -27122040.000000 Penalty: 6056.614258
	Iteration 83Q: 3 clusters Score -2.712204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198318 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -27122030.000000 Penalty: 6056.614258
	Iteration 84Q: 3 clusters Score -2.712203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198329 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -27122026.000000 Penalty: 6056.614258
	Iteration 85Q: 3 clusters Score -2.712203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -27122022.000000 Penalty: 6056.614258
	Iteration 86Q: 3 clusters Score -2.712202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198355 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -27122028.000000 Penalty: 6056.614258
	Iteration 87Q: 3 clusters Score -2.712203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -27122018.000000 Penalty: 6056.614258
	Iteration 88Q: 3 clusters Score -2.712202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -27122032.000000 Penalty: 6056.614258
	Iteration 89Q: 3 clusters Score -2.712203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198404 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -27122044.000000 Penalty: 6056.614258
	Iteration 90Q: 3 clusters Score -2.712204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198416 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -27122082.000000 Penalty: 6056.614258
	Iteration 91Q: 3 clusters Score -2.712208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198424 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -27122082.000000 Penalty: 6056.614258
	Iteration 92Q: 3 clusters Score -2.712208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198434 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -27122074.000000 Penalty: 6056.614258
	Iteration 93Q: 3 clusters Score -2.712207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198437 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -27122054.000000 Penalty: 6056.614258
	Iteration 94Q: 3 clusters Score -2.712205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198442 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -27122068.000000 Penalty: 6056.614258
	Iteration 95Q: 3 clusters Score -2.712207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198444 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -27122078.000000 Penalty: 6056.614258
	Iteration 96Q: 3 clusters Score -2.712208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198450 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -27122084.000000 Penalty: 6056.614258
	Iteration 97Q: 3 clusters Score -2.712208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198457 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -27122082.000000 Penalty: 6056.614258
	Iteration 98Q: 3 clusters Score -2.712208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198463 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -27122086.000000 Penalty: 6056.614258
	Iteration 99Q: 3 clusters Score -2.712209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198465 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -27122094.000000 Penalty: 6056.614258
	Iteration 100F: 3 clusters Score -2.712209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198468 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -27122112.000000 Penalty: 6056.614258
	Iteration 101Q: 3 clusters Score -2.712211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198469 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -27122102.000000 Penalty: 6056.614258
	Iteration 102Q: 3 clusters Score -2.71221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198470 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -27122096.000000 Penalty: 6056.614258
	Iteration 103Q: 3 clusters Score -2.71221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198470 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -27122096.000000 Penalty: 6056.614258
	Iteration 104F: 3 clusters Score -2.71221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Entering Unmasked Estep 
Score: -1955588.125000 Penalty: 2384.587402
	Iteration 0F: 2 clusters Score -1955588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1944797.375000 Penalty: 4769.174805
	Iteration 0F: 3 clusters Score -1944797 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1948049.375000 Penalty: 4769.174805
	Iteration 1F: 3 clusters Score -1948049 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1948376.875000 Penalty: 4769.174805
	Iteration 2F: 3 clusters Score -1948377 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1948618.875000 Penalty: 4769.174805
	Iteration 3Q: 3 clusters Score -1948619 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1948809.750000 Penalty: 4769.174805
	Iteration 4Q: 3 clusters Score -1948810 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1948984.000000 Penalty: 4769.174805
	Iteration 5Q: 3 clusters Score -1948984 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1949127.625000 Penalty: 4769.174805
	Iteration 6Q: 3 clusters Score -1949128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1949269.375000 Penalty: 4769.174805
	Iteration 7Q: 3 clusters Score -1949269 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1949401.500000 Penalty: 4769.174805
	Iteration 8Q: 3 clusters Score -1949402 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1949543.500000 Penalty: 4769.174805
	Iteration 9Q: 3 clusters Score -1949544 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1949724.250000 Penalty: 4769.174805
	Iteration 10Q: 3 clusters Score -1949724 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1949958.750000 Penalty: 4769.174805
	Iteration 11Q: 3 clusters Score -1949959 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1950261.125000 Penalty: 4769.174805
	Iteration 12Q: 3 clusters Score -1950261 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1950606.500000 Penalty: 4769.174805
	Iteration 13Q: 3 clusters Score -1950606 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1950977.750000 Penalty: 4769.174805
	Iteration 14Q: 3 clusters Score -1950978 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1951369.625000 Penalty: 4769.174805
	Iteration 15Q: 3 clusters Score -1951370 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1951765.000000 Penalty: 4769.174805
	Iteration 16Q: 3 clusters Score -1951765 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1952090.375000 Penalty: 4769.174805
	Iteration 17Q: 3 clusters Score -1952090 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1952362.750000 Penalty: 4769.174805
	Iteration 18Q: 3 clusters Score -1952363 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1952565.500000 Penalty: 4769.174805
	Iteration 19Q: 3 clusters Score -1952566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1952726.875000 Penalty: 4769.174805
	Iteration 20F: 3 clusters Score -1952727 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1952880.250000 Penalty: 4769.174805
	Iteration 21Q: 3 clusters Score -1952880 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1953003.625000 Penalty: 4769.174805
	Iteration 22Q: 3 clusters Score -1953004 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1953075.875000 Penalty: 4769.174805
	Iteration 23Q: 3 clusters Score -1953076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1953125.125000 Penalty: 4769.174805
	Iteration 24Q: 3 clusters Score -1953125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1953185.750000 Penalty: 4769.174805
	Iteration 25Q: 3 clusters Score -1953186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1953235.375000 Penalty: 4769.174805
	Iteration 26Q: 3 clusters Score -1953235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1953273.125000 Penalty: 4769.174805
	Iteration 27Q: 3 clusters Score -1953273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1953295.250000 Penalty: 4769.174805
	Iteration 28Q: 3 clusters Score -1953295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1953326.750000 Penalty: 4769.174805
	Iteration 29Q: 3 clusters Score -1953327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1953360.000000 Penalty: 4769.174805
	Iteration 30Q: 3 clusters Score -1953360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1953379.875000 Penalty: 4769.174805
	Iteration 31Q: 3 clusters Score -1953380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1953401.375000 Penalty: 4769.174805
	Iteration 32Q: 3 clusters Score -1953401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1953423.875000 Penalty: 4769.174805
	Iteration 33Q: 3 clusters Score -1953424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1953439.875000 Penalty: 4769.174805
	Iteration 34Q: 3 clusters Score -1953440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1953450.000000 Penalty: 4769.174805
	Iteration 35Q: 3 clusters Score -1953450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1953461.875000 Penalty: 4769.174805
	Iteration 36Q: 3 clusters Score -1953462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1953469.000000 Penalty: 4769.174805
	Iteration 37Q: 3 clusters Score -1953469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1953478.375000 Penalty: 4769.174805
	Iteration 38Q: 3 clusters Score -1953478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1953485.625000 Penalty: 4769.174805
	Iteration 39Q: 3 clusters Score -1953486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1953494.750000 Penalty: 4769.174805
	Iteration 40F: 3 clusters Score -1953495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1953504.000000 Penalty: 4769.174805
	Iteration 41Q: 3 clusters Score -1953504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1953510.000000 Penalty: 4769.174805
	Iteration 42Q: 3 clusters Score -1953510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1953513.500000 Penalty: 4769.174805
	Iteration 43Q: 3 clusters Score -1953514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1953516.125000 Penalty: 4769.174805
	Iteration 44Q: 3 clusters Score -1953516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1953516.500000 Penalty: 4769.174805
	Iteration 45Q: 3 clusters Score -1953516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1953518.750000 Penalty: 4769.174805
	Iteration 46Q: 3 clusters Score -1953519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1953522.625000 Penalty: 4769.174805
	Iteration 47Q: 3 clusters Score -1953523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1953524.375000 Penalty: 4769.174805
	Iteration 48Q: 3 clusters Score -1953524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1953529.500000 Penalty: 4769.174805
	Iteration 49Q: 3 clusters Score -1953530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1953530.500000 Penalty: 4769.174805
	Iteration 50Q: 3 clusters Score -1953530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1953532.625000 Penalty: 4769.174805
	Iteration 51Q: 3 clusters Score -1953533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1953538.500000 Penalty: 4769.174805
	Iteration 52Q: 3 clusters Score -1953538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1953545.625000 Penalty: 4769.174805
	Iteration 53Q: 3 clusters Score -1953546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1953549.375000 Penalty: 4769.174805
	Iteration 54Q: 3 clusters Score -1953549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1953550.625000 Penalty: 4769.174805
	Iteration 55Q: 3 clusters Score -1953551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1953554.875000 Penalty: 4769.174805
	Iteration 56Q: 3 clusters Score -1953555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1953556.875000 Penalty: 4769.174805
	Iteration 57Q: 3 clusters Score -1953557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1953561.750000 Penalty: 4769.174805
	Iteration 58Q: 3 clusters Score -1953562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1953561.375000 Penalty: 4769.174805
	Iteration 59Q: 3 clusters Score -1953561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1953565.750000 Penalty: 4769.174805
	Iteration 60F: 3 clusters Score -1953566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1953570.250000 Penalty: 4769.174805
	Iteration 61Q: 3 clusters Score -1953570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1953571.250000 Penalty: 4769.174805
	Iteration 62Q: 3 clusters Score -1953571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1953571.375000 Penalty: 4769.174805
	Iteration 63Q: 3 clusters Score -1953571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1953571.500000 Penalty: 4769.174805
	Iteration 64Q: 3 clusters Score -1953572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1953575.250000 Penalty: 4769.174805
	Iteration 65Q: 3 clusters Score -1953575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1953575.375000 Penalty: 4769.174805
	Iteration 66Q: 3 clusters Score -1953575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1953577.125000 Penalty: 4769.174805
	Iteration 67Q: 3 clusters Score -1953577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1953577.125000 Penalty: 4769.174805
	Iteration 68F: 3 clusters Score -1953577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240772 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155306 members 
Mstep: Class 9 contains 180342 members 
Mstep: Class 11 contains 32324 members 
Mstep: Class 12 contains 160524 members 
Mstep: Class 13 contains 127366 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 132553 members 
Mstep: Class 18 contains 41304 members 
Mstep: Class 19 contains 65789 members 
Mstep: Class 20 contains 200971 members 
Mstep: Class 21 contains 14992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330048.000000 Penalty: 66584.734375
Iteration 79Q: 20 clusters Score -1.8033e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240809 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155438 members 
Mstep: Class 9 contains 180785 members 
Mstep: Class 11 contains 32405 members 
Mstep: Class 12 contains 160711 members 
Mstep: Class 13 contains 127213 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 131851 members 
Mstep: Class 18 contains 41252 members 
Mstep: Class 19 contains 65769 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 14983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330176.000000 Penalty: 66584.734375
Iteration 80F: 20 clusters Score -1.803302e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240812 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 155547 members 
Mstep: Class 9 contains 181242 members 
Mstep: Class 11 contains 32472 members 
Mstep: Class 12 contains 160898 members 
Mstep: Class 13 contains 127062 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 131198 members 
Mstep: Class 18 contains 41207 members 
Mstep: Class 19 contains 65764 members 
Mstep: Class 20 contains 201085 members 
Mstep: Class 21 contains 14958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329648.000000 Penalty: 66584.734375
Iteration 81Q: 20 clusters Score -1.803296e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240785 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 155663 members 
Mstep: Class 9 contains 181711 members 
Mstep: Class 11 contains 32544 members 
Mstep: Class 12 contains 161029 members 
Mstep: Class 13 contains 126961 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 130560 members 
Mstep: Class 18 contains 41168 members 
Mstep: Class 19 contains 65744 members 
Mstep: Class 20 contains 201144 members 
Mstep: Class 21 contains 14939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329584.000000 Penalty: 66584.734375
Iteration 82Q: 20 clusters Score -1.803296e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240785 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155762 members 
Mstep: Class 9 contains 182160 members 
Mstep: Class 11 contains 32621 members 
Mstep: Class 12 contains 161147 members 
Mstep: Class 13 contains 126848 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 130007 members 
Mstep: Class 18 contains 41120 members 
Mstep: Class 19 contains 65711 members 
Mstep: Class 20 contains 201160 members 
Mstep: Class 21 contains 14922 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -1.803298e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240789 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 155833 members 
Mstep: Class 9 contains 182548 members 
Mstep: Class 11 contains 32718 members 
Mstep: Class 12 contains 161253 members 
Mstep: Class 13 contains 126747 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 129504 members 
Mstep: Class 18 contains 41065 members 
Mstep: Class 19 contains 65675 members 
Mstep: Class 20 contains 201203 members 
Mstep: Class 21 contains 14903 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -1.803298e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240767 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 155901 members 
Mstep: Class 9 contains 182937 members 
Mstep: Class 11 contains 32819 members 
Mstep: Class 12 contains 161320 members 
Mstep: Class 13 contains 126659 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 129062 members 
Mstep: Class 18 contains 41035 members 
Mstep: Class 19 contains 65650 members 
Mstep: Class 20 contains 201198 members 
Mstep: Class 21 contains 14889 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.803297e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240748 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 155985 members 
Mstep: Class 9 contains 183309 members 
Mstep: Class 11 contains 32917 members 
Mstep: Class 12 contains 161355 members 
Mstep: Class 13 contains 126577 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 128631 members 
Mstep: Class 18 contains 41012 members 
Mstep: Class 19 contains 65620 members 
Mstep: Class 20 contains 201203 members 
Mstep: Class 21 contains 14873 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.803293e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240721 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 156035 members 
Mstep: Class 9 contains 183649 members 
Mstep: Class 11 contains 33023 members 
Mstep: Class 12 contains 161384 members 
Mstep: Class 13 contains 126517 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 128225 members 
Mstep: Class 18 contains 40990 members 
Mstep: Class 19 contains 65605 members 
Mstep: Class 20 contains 201216 members 
Mstep: Class 21 contains 14860 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.803293e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240703 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 156078 members 
Mstep: Class 9 contains 183991 members 
Mstep: Class 11 contains 33119 members 
Mstep: Class 12 contains 161417 members 
Mstep: Class 13 contains 126470 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 127815 members 
Mstep: Class 18 contains 40953 members 
Mstep: Class 19 contains 65593 members 
Mstep: Class 20 contains 201246 members 
Mstep: Class 21 contains 14840 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.803294e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240691 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 156158 members 
Mstep: Class 9 contains 184324 members 
Mstep: Class 11 contains 33204 members 
Mstep: Class 12 contains 161453 members 
Mstep: Class 13 contains 126372 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 127425 members 
Mstep: Class 18 contains 40950 members 
Mstep: Class 19 contains 65555 members 
Mstep: Class 20 contains 201273 members 
Mstep: Class 21 contains 14812 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.803291e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240665 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 156219 members 
Mstep: Class 9 contains 184634 members 
Mstep: Class 11 contains 33302 members 
Mstep: Class 12 contains 161470 members 
Mstep: Class 13 contains 126286 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 127104 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 65533 members 
Mstep: Class 20 contains 201269 members 
Mstep: Class 21 contains 14784 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.803286e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240599 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 156302 members 
Mstep: Class 9 contains 184890 members 
Mstep: Class 11 contains 33375 members 
Mstep: Class 12 contains 161525 members 
Mstep: Class 13 contains 126212 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 126793 members 
Mstep: Class 18 contains 40940 members 
Mstep: Class 19 contains 65512 members 
Mstep: Class 20 contains 201297 members 
Mstep: Class 21 contains 14760 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.803285e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240539 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 156399 members 
Mstep: Class 9 contains 185052 members 
Mstep: Class 11 contains 33467 members 
Mstep: Class 12 contains 161566 members 
Mstep: Class 13 contains 126152 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6726 members 
Mstep: Class 17 contains 126493 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 65509 members 
Mstep: Class 20 contains 201343 members 
Mstep: Class 21 contains 14744 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.803283e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240458 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 156490 members 
Mstep: Class 9 contains 185212 members 
Mstep: Class 11 contains 33564 members 
Mstep: Class 12 contains 161623 members 
Mstep: Class 13 contains 126115 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 126194 members 
Mstep: Class 18 contains 40926 members 
Mstep: Class 19 contains 65486 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14727 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.80328e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240395 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 156581 members 
Mstep: Class 9 contains 185326 members 
Mstep: Class 11 contains 33655 members 
Mstep: Class 12 contains 161708 members 
Mstep: Class 13 contains 126087 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 125883 members 
Mstep: Class 18 contains 40926 members 
Mstep: Class 19 contains 65461 members 
Mstep: Class 20 contains 201471 members 
Mstep: Class 21 contains 14709 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.803275e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240305 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 156671 members 
Mstep: Class 9 contains 185467 members 
Mstep: Class 11 contains 33766 members 
Mstep: Class 12 contains 161770 members 
Mstep: Class 13 contains 126055 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 125586 members 
Mstep: Class 18 contains 40927 members 
Mstep: Class 19 contains 65443 members 
Mstep: Class 20 contains 201523 members 
Mstep: Class 21 contains 14688 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.803275e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240196 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 156756 members 
Mstep: Class 9 contains 185589 members 
Mstep: Class 11 contains 33878 members 
Mstep: Class 12 contains 161837 members 
Mstep: Class 13 contains 126010 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6709 members 
Mstep: Class 17 contains 125305 members 
Mstep: Class 18 contains 40943 members 
Mstep: Class 19 contains 65426 members 
Mstep: Class 20 contains 201582 members 
Mstep: Class 21 contains 14675 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.803271e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 240072 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 156844 members 
Mstep: Class 9 contains 185689 members 
Mstep: Class 11 contains 33984 members 
Mstep: Class 12 contains 161899 members 
Mstep: Class 13 contains 125988 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 125051 members 
Mstep: Class 18 contains 40954 members 
Mstep: Class 19 contains 65406 members 
Mstep: Class 20 contains 201638 members 
Mstep: Class 21 contains 14667 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.80327e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239948 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 156900 members 
Mstep: Class 9 contains 185809 members 
Mstep: Class 11 contains 34099 members 
Mstep: Class 12 contains 161956 members 
Mstep: Class 13 contains 125982 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6710 members 
Mstep: Class 17 contains 124820 members 
Mstep: Class 18 contains 40956 members 
Mstep: Class 19 contains 65392 members 
Mstep: Class 20 contains 201671 members 
Mstep: Class 21 contains 14657 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.80327e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239814 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 156938 members 
Mstep: Class 9 contains 185918 members 
Mstep: Class 11 contains 34221 members 
Mstep: Class 12 contains 161994 members 
Mstep: Class 13 contains 125987 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 124633 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 65390 members 
Mstep: Class 20 contains 201697 members 
Mstep: Class 21 contains 14647 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.803268e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239698 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 156990 members 
Mstep: Class 9 contains 186061 members 
Mstep: Class 11 contains 34330 members 
Mstep: Class 12 contains 162024 members 
Mstep: Class 13 contains 125982 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 124442 members 
Mstep: Class 18 contains 40936 members 
Mstep: Class 19 contains 65372 members 
Mstep: Class 20 contains 201706 members 
Mstep: Class 21 contains 14644 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.80327e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239594 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 157013 members 
Mstep: Class 9 contains 186183 members 
Mstep: Class 11 contains 34436 members 
Mstep: Class 12 contains 162072 members 
Mstep: Class 13 contains 125986 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 124271 members 
Mstep: Class 18 contains 40940 members 
Mstep: Class 19 contains 65352 members 
Mstep: Class 20 contains 201703 members 
Mstep: Class 21 contains 14631 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.803269e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239503 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1392 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 157040 members 
Mstep: Class 9 contains 186302 members 
Mstep: Class 11 contains 34537 members 
Mstep: Class 12 contains 162112 members 
Mstep: Class 13 contains 125992 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 124087 members 
Mstep: Class 18 contains 40937 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201709 members 
Mstep: Class 21 contains 14624 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.803268e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239411 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 157064 members 
Mstep: Class 9 contains 186408 members 
Mstep: Class 11 contains 34648 members 
Mstep: Class 12 contains 162140 members 
Mstep: Class 13 contains 125993 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 123935 members 
Mstep: Class 18 contains 40939 members 
Mstep: Class 19 contains 65329 members 
Mstep: Class 20 contains 201692 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.803268e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239355 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 157124 members 
Mstep: Class 9 contains 186469 members 
Mstep: Class 11 contains 34749 members 
Mstep: Class 12 contains 162166 members 
Mstep: Class 13 contains 125984 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 40931 members 
Mstep: Class 19 contains 65313 members 
Mstep: Class 20 contains 201681 members 
Mstep: Class 21 contains 14606 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.803269e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239291 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 157171 members 
Mstep: Class 9 contains 186517 members 
Mstep: Class 11 contains 34833 members 
Mstep: Class 12 contains 162211 members 
Mstep: Class 13 contains 125973 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 123638 members 
Mstep: Class 18 contains 40929 members 
Mstep: Class 19 contains 65298 members 
Mstep: Class 20 contains 201696 members 
Mstep: Class 21 contains 14604 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.803267e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239214 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 3063 members 
Mstep: Class 8 contains 157206 members 
Mstep: Class 9 contains 186593 members 
Mstep: Class 11 contains 34917 members 
Mstep: Class 12 contains 162248 members 
Mstep: Class 13 contains 125981 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 123499 members 
Mstep: Class 18 contains 40914 members 
Mstep: Class 19 contains 65280 members 
Mstep: Class 20 contains 201704 members 
Mstep: Class 21 contains 14598 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.803268e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239135 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 157267 members 
Mstep: Class 9 contains 186669 members 
Mstep: Class 11 contains 34989 members 
Mstep: Class 12 contains 162296 members 
Mstep: Class 13 contains 125972 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 123332 members 
Mstep: Class 18 contains 40908 members 
Mstep: Class 19 contains 65271 members 
Mstep: Class 20 contains 201725 members 
Mstep: Class 21 contains 14586 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.803267e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239052 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 157317 members 
Mstep: Class 9 contains 186744 members 
Mstep: Class 11 contains 35073 members 
Mstep: Class 12 contains 162345 members 
Mstep: Class 13 contains 125967 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6709 members 
Mstep: Class 17 contains 123188 members 
Mstep: Class 18 contains 40895 members 
Mstep: Class 19 contains 65255 members 
Mstep: Class 20 contains 201747 members 
Mstep: Class 21 contains 14563 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.803266e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238959 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 157341 members 
Mstep: Class 9 contains 186832 members 
Mstep: Class 11 contains 35167 members 
Mstep: Class 12 contains 162427 members 
Mstep: Class 13 contains 125945 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 123048 members 
Mstep: Class 18 contains 40887 members 
Mstep: Class 19 contains 65244 members 
Mstep: Class 20 contains 201753 members 
Mstep: Class 21 contains 14542 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.803266e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238874 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 157365 members 
Mstep: Class 9 contains 186932 members 
Mstep: Class 11 contains 35241 members 
Mstep: Class 12 contains 162487 members 
Mstep: Class 13 contains 125932 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 122906 members 
Mstep: Class 18 contains 40883 members 
Mstep: Class 19 contains 65228 members 
Mstep: Class 20 contains 201766 members 
Mstep: Class 21 contains 14531 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -1.803267e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238787 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 157392 members 
Mstep: Class 9 contains 187035 members 
Mstep: Class 11 contains 35330 members 
Mstep: Class 12 contains 162558 members 
Mstep: Class 13 contains 125914 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 122769 members 
Mstep: Class 18 contains 40872 members 
Mstep: Class 19 contains 65211 members 
Mstep: Class 20 contains 201758 members 
Mstep: Class 21 contains 14525 members 
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Iteration 111Q: 20 clusters Score -1.803267e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238686 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 157426 members 
Mstep: Class 9 contains 187133 members 
Mstep: Class 11 contains 35400 members 
Mstep: Class 12 contains 162599 members 
Mstep: Class 13 contains 125911 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 122656 members 
Mstep: Class 18 contains 40863 members 
Mstep: Class 19 contains 65198 members 
Mstep: Class 20 contains 201754 members 
Mstep: Class 21 contains 14524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326736.000000 Penalty: 66584.734375
Iteration 112Q: 20 clusters Score -1.803267e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238559 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 157448 members 
Mstep: Class 9 contains 187248 members 
Mstep: Class 11 contains 35464 members 
Mstep: Class 12 contains 162662 members 
Mstep: Class 13 contains 125930 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 122524 members 
Mstep: Class 18 contains 40853 members 
Mstep: Class 19 contains 65194 members 
Mstep: Class 20 contains 201741 members 
Mstep: Class 21 contains 14523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326592.000000 Penalty: 66584.734375
Iteration 113Q: 20 clusters Score -1.803266e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238473 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 157470 members 
Mstep: Class 9 contains 187354 members 
Mstep: Class 11 contains 35525 members 
Mstep: Class 12 contains 162709 members 
Mstep: Class 13 contains 125938 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 122397 members 
Mstep: Class 18 contains 40849 members 
Mstep: Class 19 contains 65195 members 
Mstep: Class 20 contains 201720 members 
Mstep: Class 21 contains 14519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326608.000000 Penalty: 66584.734375
Iteration 114Q: 20 clusters Score -1.803266e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238393 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1408 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157471 members 
Mstep: Class 9 contains 187464 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 162732 members 
Mstep: Class 13 contains 125950 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 122273 members 
Mstep: Class 18 contains 40852 members 
Mstep: Class 19 contains 65196 members 
Mstep: Class 20 contains 201726 members 
Mstep: Class 21 contains 14516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326352.000000 Penalty: 66584.734375
Iteration 115Q: 20 clusters Score -1.803264e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238309 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157472 members 
Mstep: Class 9 contains 187592 members 
Mstep: Class 11 contains 35648 members 
Mstep: Class 12 contains 162736 members 
Mstep: Class 13 contains 125958 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 122156 members 
Mstep: Class 18 contains 40853 members 
Mstep: Class 19 contains 65199 members 
Mstep: Class 20 contains 201713 members 
Mstep: Class 21 contains 14516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326528.000000 Penalty: 66584.734375
Iteration 116Q: 20 clusters Score -1.803265e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238187 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157480 members 
Mstep: Class 9 contains 187698 members 
Mstep: Class 11 contains 35732 members 
Mstep: Class 12 contains 162760 members 
Mstep: Class 13 contains 125970 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6677 members 
Mstep: Class 17 contains 122057 members 
Mstep: Class 18 contains 40848 members 
Mstep: Class 19 contains 65207 members 
Mstep: Class 20 contains 201706 members 
Mstep: Class 21 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326816.000000 Penalty: 66584.734375
Iteration 117Q: 20 clusters Score -1.803268e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238102 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157493 members 
Mstep: Class 9 contains 187803 members 
Mstep: Class 11 contains 35817 members 
Mstep: Class 12 contains 162752 members 
Mstep: Class 13 contains 125985 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 121965 members 
Mstep: Class 18 contains 40838 members 
Mstep: Class 19 contains 65201 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326896.000000 Penalty: 66584.734375
Iteration 118Q: 20 clusters Score -1.803269e+08 nChanged 768
Entering ConstructFrom: 
Score: -180326896.000000 Penalty: 66584.734375
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54771.894531 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54771.89 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55092.406250 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55092.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55298.082031 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55298.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55364.019531 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55364.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55440.699219 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55508.671875 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55508.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55576.343750 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55576.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55656.886719 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55656.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55760.476562 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55760.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55887.976562 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55887.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55990.812500 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55990.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56076.523438 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -56076.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56101.945312 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -56101.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56104.441406 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -56104.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56104.441406 Penalty: 3079.460693
	Iteration 14F: 3 clusters Score -56104.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (237996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237996 members 
Entering Unmasked Estep 
Score: -31833592.000000 Penalty: 3070.242188
	Iteration 0F: 2 clusters Score -3.183359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -31686038.000000 Penalty: 6140.484375
	Iteration 0F: 3 clusters Score -3.168604e+07 nChanged 114684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -31753468.000000 Penalty: 6140.484375
	Iteration 1F: 3 clusters Score -3.175347e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 114247 members 
Entering Unmasked Estep 
Score: -31754688.000000 Penalty: 6140.484375
	Iteration 2Q: 3 clusters Score -3.175469e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 111141 members 
Entering Unmasked Estep 
Score: -31756510.000000 Penalty: 6140.484375
	Iteration 3Q: 3 clusters Score -3.175651e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -31759094.000000 Penalty: 6140.484375
	Iteration 4Q: 3 clusters Score -3.175909e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -31763372.000000 Penalty: 6140.484375
	Iteration 5Q: 3 clusters Score -3.176337e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -31769676.000000 Penalty: 6140.484375
	Iteration 6Q: 3 clusters Score -3.176968e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -31779050.000000 Penalty: 6140.484375
	Iteration 7F: 3 clusters Score -3.177905e+07 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -31791158.000000 Penalty: 6140.484375
	Iteration 8F: 3 clusters Score -3.179116e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -31803218.000000 Penalty: 6140.484375
	Iteration 9F: 3 clusters Score -3.180322e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195936 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -31812110.000000 Penalty: 6140.484375
	Iteration 10F: 3 clusters Score -3.181211e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202554 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -31817140.000000 Penalty: 6140.484375
	Iteration 11Q: 3 clusters Score -3.181714e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206877 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -31820058.000000 Penalty: 6140.484375
	Iteration 12Q: 3 clusters Score -3.182006e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210161 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -31821548.000000 Penalty: 6140.484375
	Iteration 13Q: 3 clusters Score -3.182155e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212868 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -31822434.000000 Penalty: 6140.484375
	Iteration 14Q: 3 clusters Score -3.182243e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -31823030.000000 Penalty: 6140.484375
	Iteration 15Q: 3 clusters Score -3.182303e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217257 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -31823590.000000 Penalty: 6140.484375
	Iteration 16Q: 3 clusters Score -3.182359e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219051 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -31824046.000000 Penalty: 6140.484375
	Iteration 17Q: 3 clusters Score -3.182405e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220697 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -31824582.000000 Penalty: 6140.484375
	Iteration 18Q: 3 clusters Score -3.182458e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222109 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -31825056.000000 Penalty: 6140.484375
	Iteration 19Q: 3 clusters Score -3.182506e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223376 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -31825372.000000 Penalty: 6140.484375
	Iteration 20F: 3 clusters Score -3.182537e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224506 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -31825712.000000 Penalty: 6140.484375
	Iteration 21Q: 3 clusters Score -3.182571e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225529 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -31826130.000000 Penalty: 6140.484375
	Iteration 22Q: 3 clusters Score -3.182613e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226463 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -31826454.000000 Penalty: 6140.484375
	Iteration 23Q: 3 clusters Score -3.182645e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227303 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -31826750.000000 Penalty: 6140.484375
	Iteration 24Q: 3 clusters Score -3.182675e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228055 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -31827028.000000 Penalty: 6140.484375
	Iteration 25Q: 3 clusters Score -3.182703e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228746 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -31827330.000000 Penalty: 6140.484375
	Iteration 26Q: 3 clusters Score -3.182733e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229378 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -31827570.000000 Penalty: 6140.484375
	Iteration 27Q: 3 clusters Score -3.182757e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229939 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -31827778.000000 Penalty: 6140.484375
	Iteration 28Q: 3 clusters Score -3.182778e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230427 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -31828008.000000 Penalty: 6140.484375
	Iteration 29Q: 3 clusters Score -3.182801e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230883 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -31828150.000000 Penalty: 6140.484375
	Iteration 30Q: 3 clusters Score -3.182815e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231285 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -31828328.000000 Penalty: 6140.484375
	Iteration 31Q: 3 clusters Score -3.182833e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231650 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -31828458.000000 Penalty: 6140.484375
	Iteration 32Q: 3 clusters Score -3.182846e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231953 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -31828666.000000 Penalty: 6140.484375
	Iteration 33Q: 3 clusters Score -3.182867e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232230 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -31828744.000000 Penalty: 6140.484375
	Iteration 34Q: 3 clusters Score -3.182874e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232499 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -31828874.000000 Penalty: 6140.484375
	Iteration 35Q: 3 clusters Score -3.182887e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232741 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -31828950.000000 Penalty: 6140.484375
	Iteration 36Q: 3 clusters Score -3.182895e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232984 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -31829092.000000 Penalty: 6140.484375
	Iteration 37Q: 3 clusters Score -3.182909e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233226 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -31829190.000000 Penalty: 6140.484375
	Iteration 38Q: 3 clusters Score -3.182919e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233453 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -31829330.000000 Penalty: 6140.484375
	Iteration 39Q: 3 clusters Score -3.182933e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233641 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -31829406.000000 Penalty: 6140.484375
	Iteration 40F: 3 clusters Score -3.182941e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233819 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -31829538.000000 Penalty: 6140.484375
	Iteration 41Q: 3 clusters Score -3.182954e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234000 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -31829656.000000 Penalty: 6140.484375
	Iteration 42Q: 3 clusters Score -3.182966e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234162 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -31829736.000000 Penalty: 6140.484375
	Iteration 43Q: 3 clusters Score -3.182974e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234307 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -31829800.000000 Penalty: 6140.484375
	Iteration 44Q: 3 clusters Score -3.18298e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234444 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -31829908.000000 Penalty: 6140.484375
	Iteration 45Q: 3 clusters Score -3.182991e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234586 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -31829946.000000 Penalty: 6140.484375
	Iteration 46Q: 3 clusters Score -3.182995e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234697 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -31830018.000000 Penalty: 6140.484375
	Iteration 47Q: 3 clusters Score -3.183002e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234793 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -31830076.000000 Penalty: 6140.484375
	Iteration 48Q: 3 clusters Score -3.183008e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234879 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -31830108.000000 Penalty: 6140.484375
	Iteration 49Q: 3 clusters Score -3.183011e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234954 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -31830144.000000 Penalty: 6140.484375
	Iteration 50Q: 3 clusters Score -3.183014e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235020 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -31830172.000000 Penalty: 6140.484375
	Iteration 51Q: 3 clusters Score -3.183017e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235077 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -31830208.000000 Penalty: 6140.484375
	Iteration 52Q: 3 clusters Score -3.183021e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235144 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -31830232.000000 Penalty: 6140.484375
	Iteration 53Q: 3 clusters Score -3.183023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235192 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -31830264.000000 Penalty: 6140.484375
	Iteration 54Q: 3 clusters Score -3.183026e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235235 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -31830286.000000 Penalty: 6140.484375
	Iteration 55Q: 3 clusters Score -3.183029e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235276 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -31830374.000000 Penalty: 6140.484375
	Iteration 56Q: 3 clusters Score -3.183037e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235312 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -31830382.000000 Penalty: 6140.484375
	Iteration 57Q: 3 clusters Score -3.183038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235346 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -31830412.000000 Penalty: 6140.484375
	Iteration 58Q: 3 clusters Score -3.183041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235382 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -31830466.000000 Penalty: 6140.484375
	Iteration 59Q: 3 clusters Score -3.183047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235419 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -31830458.000000 Penalty: 6140.484375
	Iteration 60F: 3 clusters Score -3.183046e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235453 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -31830466.000000 Penalty: 6140.484375
	Iteration 61Q: 3 clusters Score -3.183047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235479 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -31830484.000000 Penalty: 6140.484375
	Iteration 62Q: 3 clusters Score -3.183048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235501 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -31830474.000000 Penalty: 6140.484375
	Iteration 63Q: 3 clusters Score -3.183047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235515 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -31830468.000000 Penalty: 6140.484375
	Iteration 64Q: 3 clusters Score -3.183047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235525 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -31830470.000000 Penalty: 6140.484375
	Iteration 65Q: 3 clusters Score -3.183047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235536 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -31830478.000000 Penalty: 6140.484375
	Iteration 66Q: 3 clusters Score -3.183048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235548 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -31830508.000000 Penalty: 6140.484375
	Iteration 67Q: 3 clusters Score -3.183051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235560 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -31830494.000000 Penalty: 6140.484375
	Iteration 68Q: 3 clusters Score -3.183049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235567 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -31830516.000000 Penalty: 6140.484375
	Iteration 69Q: 3 clusters Score -3.183052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -31830506.000000 Penalty: 6140.484375
	Iteration 70Q: 3 clusters Score -3.183051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235582 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -31830508.000000 Penalty: 6140.484375
	Iteration 71Q: 3 clusters Score -3.183051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235590 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -31830496.000000 Penalty: 6140.484375
	Iteration 72Q: 3 clusters Score -3.18305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235596 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -31830506.000000 Penalty: 6140.484375
	Iteration 73Q: 3 clusters Score -3.183051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235602 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -31830534.000000 Penalty: 6140.484375
	Iteration 74Q: 3 clusters Score -3.183053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235607 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -31830524.000000 Penalty: 6140.484375
	Iteration 75Q: 3 clusters Score -3.183052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -31830518.000000 Penalty: 6140.484375
	Iteration 76Q: 3 clusters Score -3.183052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235614 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -31830524.000000 Penalty: 6140.484375
	Iteration 77Q: 3 clusters Score -3.183052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235615 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -31830528.000000 Penalty: 6140.484375
	Iteration 78Q: 3 clusters Score -3.183053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235617 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -31830546.000000 Penalty: 6140.484375
	Iteration 79Q: 3 clusters Score -3.183055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235617 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -31830544.000000 Penalty: 6140.484375
	Iteration 80F: 3 clusters Score -3.183054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235619 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31830526.000000 Penalty: 6140.484375
	Iteration 81Q: 3 clusters Score -3.183053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235619 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31830530.000000 Penalty: 6140.484375
	Iteration 82Q: 3 clusters Score -3.183053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235619 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31830532.000000 Penalty: 6140.484375
	Iteration 83Q: 3 clusters Score -3.183053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235621 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -31830554.000000 Penalty: 6140.484375
	Iteration 84Q: 3 clusters Score -3.183055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235620 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -31830534.000000 Penalty: 6140.484375
	Iteration 85Q: 3 clusters Score -3.183053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235623 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -31830524.000000 Penalty: 6140.484375
	Iteration 86Q: 3 clusters Score -3.183052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235625 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -31830518.000000 Penalty: 6140.484375
	Iteration 87Q: 3 clusters Score -3.183052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235626 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -31830532.000000 Penalty: 6140.484375
	Iteration 88Q: 3 clusters Score -3.183053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235628 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -31830532.000000 Penalty: 6140.484375
	Iteration 89Q: 3 clusters Score -3.183053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235628 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -31830526.000000 Penalty: 6140.484375
	Iteration 90Q: 3 clusters Score -3.183053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235631 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -31830518.000000 Penalty: 6140.484375
	Iteration 91Q: 3 clusters Score -3.183052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235635 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -31830518.000000 Penalty: 6140.484375
	Iteration 92Q: 3 clusters Score -3.183052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235636 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -31830532.000000 Penalty: 6140.484375
	Iteration 93Q: 3 clusters Score -3.183053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235640 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -31830540.000000 Penalty: 6140.484375
	Iteration 94Q: 3 clusters Score -3.183054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235645 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -31830532.000000 Penalty: 6140.484375
	Iteration 95Q: 3 clusters Score -3.183053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235649 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -31830538.000000 Penalty: 6140.484375
	Iteration 96Q: 3 clusters Score -3.183054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235654 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -31830546.000000 Penalty: 6140.484375
	Iteration 97Q: 3 clusters Score -3.183055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -31830538.000000 Penalty: 6140.484375
	Iteration 98Q: 3 clusters Score -3.183054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235655 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -31830538.000000 Penalty: 6140.484375
	Iteration 99F: 3 clusters Score -3.183054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -186524.640625 Penalty: 1818.103027
	Iteration 0F: 2 clusters Score -186524.6 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 764 members 
Entering Unmasked Estep 
Score: -184302.718750 Penalty: 3636.206055
	Iteration 0F: 3 clusters Score -184302.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184893.265625 Penalty: 3636.206055
	Iteration 1F: 3 clusters Score -184893.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -185336.375000 Penalty: 3636.206055
	Iteration 2F: 3 clusters Score -185336.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186191.687500 Penalty: 3636.206055
	Iteration 3F: 3 clusters Score -186191.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186818.781250 Penalty: 3636.206055
	Iteration 4F: 3 clusters Score -186818.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -187522.375000 Penalty: 3636.206055
	Iteration 5F: 3 clusters Score -187522.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -188051.093750 Penalty: 3636.206055
	Iteration 6Q: 3 clusters Score -188051.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -188421.093750 Penalty: 3636.206055
	Iteration 7Q: 3 clusters Score -188421.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188557.687500 Penalty: 3636.206055
	Iteration 8Q: 3 clusters Score -188557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -188739.250000 Penalty: 3636.206055
	Iteration 9Q: 3 clusters Score -188739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188776.828125 Penalty: 3636.206055
	Iteration 10Q: 3 clusters Score -188776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -188780.156250 Penalty: 3636.206055
	Iteration 11Q: 3 clusters Score -188780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188781.875000 Penalty: 3636.206055
	Iteration 12Q: 3 clusters Score -188781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188782.078125 Penalty: 3636.206055
	Iteration 13Q: 3 clusters Score -188782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188782.500000 Penalty: 3636.206055
	Iteration 14Q: 3 clusters Score -188782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188782.500000 Penalty: 3636.206055
	Iteration 15F: 3 clusters Score -188782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237996 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157504 members 
Mstep: Class 9 contains 187913 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 35875 members 
Mstep: Class 12 contains 162744 members 
Mstep: Class 13 contains 126023 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 121874 members 
Mstep: Class 18 contains 40828 members 
Mstep: Class 19 contains 65200 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 14501 members 
Entering Unmasked Estep 
Score: -180327520.000000 Penalty: 70089.187500
Splitting cluster 3 changes total score from -180326896.000000 to -180327520.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -176817.000000 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -176817 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 714 members 
Entering Unmasked Estep 
Score: -174567.984375 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -174568 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -174952.015625 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -174952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175050.859375 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -175050.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175104.312500 Penalty: 3596.667236
	Iteration 3Q: 3 clusters Score -175104.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175137.265625 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -175137.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175164.828125 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -175164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175185.328125 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -175185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175197.078125 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -175197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175203.312500 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -175203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175207.593750 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -175207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175215.343750 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -175215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175219.703125 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -175219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175222.546875 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -175222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175226.015625 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -175226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175228.984375 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -175229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175230.062500 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -175230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175231.281250 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -175231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175231.828125 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -175231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175232.734375 Penalty: 3596.667236
	Iteration 18Q: 3 clusters Score -175232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175234.140625 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -175234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175236.046875 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -175236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -175237.421875 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -175237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -175237.421875 Penalty: 3596.667236
	Iteration 22F: 3 clusters Score -175237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -104778.617188 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -104778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102982.320312 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -102982.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103251.312500 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -103251.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103334.039062 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -103334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103377.976562 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -103378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103413.554688 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -103413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103439.226562 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -103439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103463.101562 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -103463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103478.046875 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -103478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103492.976562 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -103493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103516.382812 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -103516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103544.734375 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -103544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103576.140625 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -103576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103644.609375 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -103644.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103794.921875 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -103794.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104035.859375 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -104035.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104292.531250 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -104292.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104360.007812 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -104360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104374.289062 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -104374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104382.882812 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -104382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104389.257812 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -104389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104394.484375 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -104394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104397.515625 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -104397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104397.929688 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -104397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104397.929688 Penalty: 3353.740234
	Iteration 23F: 3 clusters Score -104397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -521269.250000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -521269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -517378.312500 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -517378.3 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -518293.562500 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -518293.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -518521.625000 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -518521.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -518686.156250 Penalty: 4125.005859
	Iteration 3Q: 3 clusters Score -518686.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -518833.625000 Penalty: 4125.005859
	Iteration 4Q: 3 clusters Score -518833.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -518926.843750 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -518926.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -518993.437500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -518993.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -519050.125000 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -519050.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -519091.062500 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -519091.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -519124.937500 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -519124.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -519147.875000 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -519147.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -519167.281250 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -519167.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -519186.906250 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -519186.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -519208.625000 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -519208.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -519228.687500 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -519228.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -519249.062500 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -519249.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -519266.031250 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -519266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -519276.687500 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -519276.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -519282.968750 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -519283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -519291.250000 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -519291.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -519300.187500 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -519300.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -519311.562500 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -519311.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -519320.656250 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -519320.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -519329.062500 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -519329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -519336.593750 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -519336.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -519345.687500 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -519345.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -519353.625000 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -519353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -519363.968750 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -519364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -519372.031250 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -519372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -519376.062500 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -519376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -519378.687500 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -519378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -519382.718750 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -519382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -519386.437500 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -519386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -519391.843750 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -519391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -519396.781250 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -519396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -519399.812500 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -519399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -519403.250000 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -519403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -519403.843750 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -519403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -519405.062500 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -519405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -519406.531250 Penalty: 4125.005859
	Iteration 39Q: 3 clusters Score -519406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -519408.875000 Penalty: 4125.005859
	Iteration 40F: 3 clusters Score -519408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -519409.718750 Penalty: 4125.005859
	Iteration 41Q: 3 clusters Score -519409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -519410.406250 Penalty: 4125.005859
	Iteration 42Q: 3 clusters Score -519410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -519413.531250 Penalty: 4125.005859
	Iteration 43Q: 3 clusters Score -519413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -519414.218750 Penalty: 4125.005859
	Iteration 44Q: 3 clusters Score -519414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -519414.968750 Penalty: 4125.005859
	Iteration 45Q: 3 clusters Score -519415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -519414.968750 Penalty: 4125.005859
	Iteration 46F: 3 clusters Score -519415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -404658.406250 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -404658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -401401.250000 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -401401.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -402142.687500 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -402142.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -402366.062500 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -402366.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -402482.156250 Penalty: 3980.818359
	Iteration 3Q: 3 clusters Score -402482.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -402565.593750 Penalty: 3980.818359
	Iteration 4Q: 3 clusters Score -402565.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -402634.187500 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -402634.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -402675.406250 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -402675.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -402712.156250 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -402712.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -402741.937500 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -402741.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -402764.000000 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -402764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -402778.031250 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -402778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -402789.468750 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -402789.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -402800.406250 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -402800.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -402809.906250 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -402809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -402816.937500 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -402816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -402821.437500 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -402821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -402823.500000 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -402823.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -402829.937500 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -402829.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -402834.718750 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -402834.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -402841.406250 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -402841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -402847.156250 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -402847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -402851.531250 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -402851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402857.406250 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -402857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -402861.187500 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -402861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -402864.593750 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -402864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -402867.312500 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -402867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -402870.031250 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -402870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -402870.875000 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -402870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -402871.593750 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -402871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402872.750000 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -402872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402874.687500 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -402874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -402878.531250 Penalty: 3980.818359
	Iteration 31Q: 3 clusters Score -402878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402878.500000 Penalty: 3980.818359
	Iteration 32Q: 3 clusters Score -402878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402879.750000 Penalty: 3980.818359
	Iteration 33Q: 3 clusters Score -402879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -402882.906250 Penalty: 3980.818359
	Iteration 34Q: 3 clusters Score -402882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -402884.781250 Penalty: 3980.818359
	Iteration 35Q: 3 clusters Score -402884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -402883.781250 Penalty: 3980.818359
	Iteration 36Q: 3 clusters Score -402883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402885.000000 Penalty: 3980.818359
	Iteration 37Q: 3 clusters Score -402885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402884.968750 Penalty: 3980.818359
	Iteration 38Q: 3 clusters Score -402885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402884.968750 Penalty: 3980.818359
	Iteration 39F: 3 clusters Score -402885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Entering Unmasked Estep 
Score: -21244890.000000 Penalty: 2967.867188
	Iteration 0F: 2 clusters Score -2.124489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -21141258.000000 Penalty: 5935.734375
	Iteration 0F: 3 clusters Score -2.114126e+07 nChanged 75470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -21185900.000000 Penalty: 5935.734375
	Iteration 1F: 3 clusters Score -2.11859e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -21188384.000000 Penalty: 5935.734375
	Iteration 2Q: 3 clusters Score -2.118838e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -21192638.000000 Penalty: 5935.734375
	Iteration 3F: 3 clusters Score -2.119264e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -21199746.000000 Penalty: 5935.734375
	Iteration 4F: 3 clusters Score -2.119975e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -21210082.000000 Penalty: 5935.734375
	Iteration 5F: 3 clusters Score -2.121008e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -21222184.000000 Penalty: 5935.734375
	Iteration 6F: 3 clusters Score -2.122218e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -21232094.000000 Penalty: 5935.734375
	Iteration 7F: 3 clusters Score -2.123209e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152030 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -21237918.000000 Penalty: 5935.734375
	Iteration 8Q: 3 clusters Score -2.123792e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -21240474.000000 Penalty: 5935.734375
	Iteration 9Q: 3 clusters Score -2.124047e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21241452.000000 Penalty: 5935.734375
	Iteration 10Q: 3 clusters Score -2.124145e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21241864.000000 Penalty: 5935.734375
	Iteration 11Q: 3 clusters Score -2.124186e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21242090.000000 Penalty: 5935.734375
	Iteration 12Q: 3 clusters Score -2.124209e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21242150.000000 Penalty: 5935.734375
	Iteration 13Q: 3 clusters Score -2.124215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157128 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21242178.000000 Penalty: 5935.734375
	Iteration 14Q: 3 clusters Score -2.124218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21242194.000000 Penalty: 5935.734375
	Iteration 15Q: 3 clusters Score -2.124219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21242232.000000 Penalty: 5935.734375
	Iteration 16Q: 3 clusters Score -2.124223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21242250.000000 Penalty: 5935.734375
	Iteration 17Q: 3 clusters Score -2.124225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21242262.000000 Penalty: 5935.734375
	Iteration 18Q: 3 clusters Score -2.124226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21242250.000000 Penalty: 5935.734375
	Iteration 19Q: 3 clusters Score -2.124225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21242242.000000 Penalty: 5935.734375
	Iteration 20F: 3 clusters Score -2.124224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21242258.000000 Penalty: 5935.734375
	Iteration 21Q: 3 clusters Score -2.124226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21242262.000000 Penalty: 5935.734375
	Iteration 22Q: 3 clusters Score -2.124226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21242266.000000 Penalty: 5935.734375
	Iteration 23Q: 3 clusters Score -2.124227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21242268.000000 Penalty: 5935.734375
	Iteration 24Q: 3 clusters Score -2.124227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21242274.000000 Penalty: 5935.734375
	Iteration 25Q: 3 clusters Score -2.124227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21242274.000000 Penalty: 5935.734375
	Iteration 26F: 3 clusters Score -2.124227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187913 members 
Entering Unmasked Estep 
Score: -25233282.000000 Penalty: 3011.645996
	Iteration 0F: 2 clusters Score -2.523328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -25111032.000000 Penalty: 6023.291992
	Iteration 0F: 3 clusters Score -2.511103e+07 nChanged 90364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -25164070.000000 Penalty: 6023.291992
	Iteration 1F: 3 clusters Score -2.516407e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -25165554.000000 Penalty: 6023.291992
	Iteration 2Q: 3 clusters Score -2.516555e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -25167462.000000 Penalty: 6023.291992
	Iteration 3Q: 3 clusters Score -2.516746e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -25170256.000000 Penalty: 6023.291992
	Iteration 4Q: 3 clusters Score -2.517026e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -25174490.000000 Penalty: 6023.291992
	Iteration 5Q: 3 clusters Score -2.517449e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -25180702.000000 Penalty: 6023.291992
	Iteration 6F: 3 clusters Score -2.51807e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -25189232.000000 Penalty: 6023.291992
	Iteration 7F: 3 clusters Score -2.518923e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -25198008.000000 Penalty: 6023.291992
	Iteration 8F: 3 clusters Score -2.519801e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 120915 members 
Entering Unmasked Estep 
Score: -25204706.000000 Penalty: 6023.291992
	Iteration 9F: 3 clusters Score -2.520471e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -25208032.000000 Penalty: 6023.291992
	Iteration 10Q: 3 clusters Score -2.520803e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -25209274.000000 Penalty: 6023.291992
	Iteration 11Q: 3 clusters Score -2.520927e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -25209906.000000 Penalty: 6023.291992
	Iteration 12Q: 3 clusters Score -2.520991e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -25210554.000000 Penalty: 6023.291992
	Iteration 13Q: 3 clusters Score -2.521055e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -25211074.000000 Penalty: 6023.291992
	Iteration 14Q: 3 clusters Score -2.521107e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -25211676.000000 Penalty: 6023.291992
	Iteration 15Q: 3 clusters Score -2.521168e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -25212356.000000 Penalty: 6023.291992
	Iteration 16Q: 3 clusters Score -2.521236e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -25212766.000000 Penalty: 6023.291992
	Iteration 17Q: 3 clusters Score -2.521277e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -25213658.000000 Penalty: 6023.291992
	Iteration 18Q: 3 clusters Score -2.521366e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 142332 members 
Entering Unmasked Estep 
Score: -25214384.000000 Penalty: 6023.291992
	Iteration 19Q: 3 clusters Score -2.521438e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -25215066.000000 Penalty: 6023.291992
	Iteration 20F: 3 clusters Score -2.521507e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -25215878.000000 Penalty: 6023.291992
	Iteration 21Q: 3 clusters Score -2.521588e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -25216958.000000 Penalty: 6023.291992
	Iteration 22Q: 3 clusters Score -2.521696e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -25217860.000000 Penalty: 6023.291992
	Iteration 23Q: 3 clusters Score -2.521786e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -25218938.000000 Penalty: 6023.291992
	Iteration 24Q: 3 clusters Score -2.521894e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 159497 members 
Entering Unmasked Estep 
Score: -25219964.000000 Penalty: 6023.291992
	Iteration 25Q: 3 clusters Score -2.521996e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -25220938.000000 Penalty: 6023.291992
	Iteration 26Q: 3 clusters Score -2.522094e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -25221984.000000 Penalty: 6023.291992
	Iteration 27Q: 3 clusters Score -2.522198e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -25223210.000000 Penalty: 6023.291992
	Iteration 28Q: 3 clusters Score -2.522321e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 170697 members 
Entering Unmasked Estep 
Score: -25224156.000000 Penalty: 6023.291992
	Iteration 29Q: 3 clusters Score -2.522416e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 173115 members 
Entering Unmasked Estep 
Score: -25224966.000000 Penalty: 6023.291992
	Iteration 30Q: 3 clusters Score -2.522497e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -25225844.000000 Penalty: 6023.291992
	Iteration 31Q: 3 clusters Score -2.522584e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -25226646.000000 Penalty: 6023.291992
	Iteration 32Q: 3 clusters Score -2.522665e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 178919 members 
Entering Unmasked Estep 
Score: -25227362.000000 Penalty: 6023.291992
	Iteration 33Q: 3 clusters Score -2.522736e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 180311 members 
Entering Unmasked Estep 
Score: -25228034.000000 Penalty: 6023.291992
	Iteration 34Q: 3 clusters Score -2.522803e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 181444 members 
Entering Unmasked Estep 
Score: -25228544.000000 Penalty: 6023.291992
	Iteration 35Q: 3 clusters Score -2.522854e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 182359 members 
Entering Unmasked Estep 
Score: -25228924.000000 Penalty: 6023.291992
	Iteration 36Q: 3 clusters Score -2.522892e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 183083 members 
Entering Unmasked Estep 
Score: -25229280.000000 Penalty: 6023.291992
	Iteration 37Q: 3 clusters Score -2.522928e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 183699 members 
Entering Unmasked Estep 
Score: -25229478.000000 Penalty: 6023.291992
	Iteration 38Q: 3 clusters Score -2.522948e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 184222 members 
Entering Unmasked Estep 
Score: -25229690.000000 Penalty: 6023.291992
	Iteration 39Q: 3 clusters Score -2.522969e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 184624 members 
Entering Unmasked Estep 
Score: -25229794.000000 Penalty: 6023.291992
	Iteration 40F: 3 clusters Score -2.522979e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -25229972.000000 Penalty: 6023.291992
	Iteration 41Q: 3 clusters Score -2.522997e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 185205 members 
Entering Unmasked Estep 
Score: -25230098.000000 Penalty: 6023.291992
	Iteration 42Q: 3 clusters Score -2.52301e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 185457 members 
Entering Unmasked Estep 
Score: -25230210.000000 Penalty: 6023.291992
	Iteration 43Q: 3 clusters Score -2.523021e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25230282.000000 Penalty: 6023.291992
	Iteration 44Q: 3 clusters Score -2.523028e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -25230304.000000 Penalty: 6023.291992
	Iteration 45Q: 3 clusters Score -2.52303e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 185928 members 
Entering Unmasked Estep 
Score: -25230354.000000 Penalty: 6023.291992
	Iteration 46Q: 3 clusters Score -2.523035e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -25230334.000000 Penalty: 6023.291992
	Iteration 47Q: 3 clusters Score -2.523033e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 186137 members 
Entering Unmasked Estep 
Score: -25230358.000000 Penalty: 6023.291992
	Iteration 48Q: 3 clusters Score -2.523036e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 186206 members 
Entering Unmasked Estep 
Score: -25230448.000000 Penalty: 6023.291992
	Iteration 49Q: 3 clusters Score -2.523045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 186276 members 
Entering Unmasked Estep 
Score: -25230484.000000 Penalty: 6023.291992
	Iteration 50Q: 3 clusters Score -2.523048e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -25230524.000000 Penalty: 6023.291992
	Iteration 51Q: 3 clusters Score -2.523052e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 186382 members 
Entering Unmasked Estep 
Score: -25230570.000000 Penalty: 6023.291992
	Iteration 52Q: 3 clusters Score -2.523057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 186418 members 
Entering Unmasked Estep 
Score: -25230576.000000 Penalty: 6023.291992
	Iteration 53Q: 3 clusters Score -2.523058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -25230600.000000 Penalty: 6023.291992
	Iteration 54Q: 3 clusters Score -2.52306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -25230616.000000 Penalty: 6023.291992
	Iteration 55Q: 3 clusters Score -2.523062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 186488 members 
Entering Unmasked Estep 
Score: -25230644.000000 Penalty: 6023.291992
	Iteration 56Q: 3 clusters Score -2.523064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 186513 members 
Entering Unmasked Estep 
Score: -25230654.000000 Penalty: 6023.291992
	Iteration 57Q: 3 clusters Score -2.523065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 186536 members 
Entering Unmasked Estep 
Score: -25230676.000000 Penalty: 6023.291992
	Iteration 58Q: 3 clusters Score -2.523068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -25230666.000000 Penalty: 6023.291992
	Iteration 59Q: 3 clusters Score -2.523067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 186574 members 
Entering Unmasked Estep 
Score: -25230672.000000 Penalty: 6023.291992
	Iteration 60F: 3 clusters Score -2.523067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 186589 members 
Entering Unmasked Estep 
Score: -25230692.000000 Penalty: 6023.291992
	Iteration 61Q: 3 clusters Score -2.523069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -25230704.000000 Penalty: 6023.291992
	Iteration 62Q: 3 clusters Score -2.52307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -25230678.000000 Penalty: 6023.291992
	Iteration 63Q: 3 clusters Score -2.523068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 186623 members 
Entering Unmasked Estep 
Score: -25230662.000000 Penalty: 6023.291992
	Iteration 64Q: 3 clusters Score -2.523066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -25230682.000000 Penalty: 6023.291992
	Iteration 65Q: 3 clusters Score -2.523068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -25230698.000000 Penalty: 6023.291992
	Iteration 66Q: 3 clusters Score -2.52307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -25230688.000000 Penalty: 6023.291992
	Iteration 67Q: 3 clusters Score -2.523069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 186635 members 
Entering Unmasked Estep 
Score: -25230690.000000 Penalty: 6023.291992
	Iteration 68Q: 3 clusters Score -2.523069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -25230678.000000 Penalty: 6023.291992
	Iteration 69Q: 3 clusters Score -2.523068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 186639 members 
Entering Unmasked Estep 
Score: -25230680.000000 Penalty: 6023.291992
	Iteration 70Q: 3 clusters Score -2.523068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -25230712.000000 Penalty: 6023.291992
	Iteration 71Q: 3 clusters Score -2.523071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -25230700.000000 Penalty: 6023.291992
	Iteration 72Q: 3 clusters Score -2.52307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 186642 members 
Entering Unmasked Estep 
Score: -25230702.000000 Penalty: 6023.291992
	Iteration 73Q: 3 clusters Score -2.52307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -25230716.000000 Penalty: 6023.291992
	Iteration 74Q: 3 clusters Score -2.523072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 186648 members 
Entering Unmasked Estep 
Score: -25230696.000000 Penalty: 6023.291992
	Iteration 75Q: 3 clusters Score -2.52307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 186649 members 
Entering Unmasked Estep 
Score: -25230692.000000 Penalty: 6023.291992
	Iteration 76Q: 3 clusters Score -2.523069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 186649 members 
Entering Unmasked Estep 
Score: -25230692.000000 Penalty: 6023.291992
	Iteration 77F: 3 clusters Score -2.523069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Entering Unmasked Estep 
Score: -4724335.000000 Penalty: 2600.973389
	Iteration 0F: 2 clusters Score -4724335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4699862.000000 Penalty: 5201.946777
	Iteration 0F: 3 clusters Score -4699862 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4708719.500000 Penalty: 5201.946777
	Iteration 1F: 3 clusters Score -4708720 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4709168.000000 Penalty: 5201.946777
	Iteration 2Q: 3 clusters Score -4709168 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4709598.000000 Penalty: 5201.946777
	Iteration 3Q: 3 clusters Score -4709598 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4710081.000000 Penalty: 5201.946777
	Iteration 4Q: 3 clusters Score -4710081 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4710641.500000 Penalty: 5201.946777
	Iteration 5Q: 3 clusters Score -4710642 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4711380.000000 Penalty: 5201.946777
	Iteration 6Q: 3 clusters Score -4711380 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4712506.500000 Penalty: 5201.946777
	Iteration 7F: 3 clusters Score -4712506 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -4714169.000000 Penalty: 5201.946777
	Iteration 8F: 3 clusters Score -4714169 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4716237.500000 Penalty: 5201.946777
	Iteration 9F: 3 clusters Score -4716238 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4718279.000000 Penalty: 5201.946777
	Iteration 10F: 3 clusters Score -4718279 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4719842.000000 Penalty: 5201.946777
	Iteration 11Q: 3 clusters Score -4719842 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4720752.500000 Penalty: 5201.946777
	Iteration 12Q: 3 clusters Score -4720752 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4721311.500000 Penalty: 5201.946777
	Iteration 13Q: 3 clusters Score -4721312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4721610.000000 Penalty: 5201.946777
	Iteration 14Q: 3 clusters Score -4721610 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4721757.000000 Penalty: 5201.946777
	Iteration 15Q: 3 clusters Score -4721757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4721850.500000 Penalty: 5201.946777
	Iteration 16Q: 3 clusters Score -4721850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4721899.000000 Penalty: 5201.946777
	Iteration 17Q: 3 clusters Score -4721899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4721925.000000 Penalty: 5201.946777
	Iteration 18Q: 3 clusters Score -4721925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4721948.000000 Penalty: 5201.946777
	Iteration 19Q: 3 clusters Score -4721948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4721973.500000 Penalty: 5201.946777
	Iteration 20F: 3 clusters Score -4721974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4721984.000000 Penalty: 5201.946777
	Iteration 21Q: 3 clusters Score -4721984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4721996.500000 Penalty: 5201.946777
	Iteration 22Q: 3 clusters Score -4721996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4722006.500000 Penalty: 5201.946777
	Iteration 23Q: 3 clusters Score -4722006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4722018.000000 Penalty: 5201.946777
	Iteration 24Q: 3 clusters Score -4722018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4722028.000000 Penalty: 5201.946777
	Iteration 25Q: 3 clusters Score -4722028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4722031.500000 Penalty: 5201.946777
	Iteration 26Q: 3 clusters Score -4722032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4722035.000000 Penalty: 5201.946777
	Iteration 27Q: 3 clusters Score -4722035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4722036.500000 Penalty: 5201.946777
	Iteration 28Q: 3 clusters Score -4722036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4722038.500000 Penalty: 5201.946777
	Iteration 29Q: 3 clusters Score -4722038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4722040.500000 Penalty: 5201.946777
	Iteration 30Q: 3 clusters Score -4722040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4722051.000000 Penalty: 5201.946777
	Iteration 31Q: 3 clusters Score -4722051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4722054.500000 Penalty: 5201.946777
	Iteration 32Q: 3 clusters Score -4722054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4722058.500000 Penalty: 5201.946777
	Iteration 33Q: 3 clusters Score -4722058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4722062.000000 Penalty: 5201.946777
	Iteration 34Q: 3 clusters Score -4722062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4722058.000000 Penalty: 5201.946777
	Iteration 35Q: 3 clusters Score -4722058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4722061.500000 Penalty: 5201.946777
	Iteration 36Q: 3 clusters Score -4722062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4722064.000000 Penalty: 5201.946777
	Iteration 37Q: 3 clusters Score -4722064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4722062.500000 Penalty: 5201.946777
	Iteration 38Q: 3 clusters Score -4722062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4722063.500000 Penalty: 5201.946777
	Iteration 39Q: 3 clusters Score -4722064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4722063.500000 Penalty: 5201.946777
	Iteration 40F: 3 clusters Score -4722064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Entering Unmasked Estep 
Score: -21926496.000000 Penalty: 2975.983398
	Iteration 0F: 2 clusters Score -2.19265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -21820018.000000 Penalty: 5951.966797
	Iteration 0F: 3 clusters Score -2.182002e+07 nChanged 77750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -21865324.000000 Penalty: 5951.966797
	Iteration 1F: 3 clusters Score -2.186532e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -21866236.000000 Penalty: 5951.966797
	Iteration 2Q: 3 clusters Score -2.186624e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -21867258.000000 Penalty: 5951.966797
	Iteration 3Q: 3 clusters Score -2.186726e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -21868418.000000 Penalty: 5951.966797
	Iteration 4Q: 3 clusters Score -2.186842e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -21869750.000000 Penalty: 5951.966797
	Iteration 5Q: 3 clusters Score -2.186975e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -21871682.000000 Penalty: 5951.966797
	Iteration 6Q: 3 clusters Score -2.187168e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -21874628.000000 Penalty: 5951.966797
	Iteration 7Q: 3 clusters Score -2.187463e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -21879222.000000 Penalty: 5951.966797
	Iteration 8F: 3 clusters Score -2.187922e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -21885428.000000 Penalty: 5951.966797
	Iteration 9F: 3 clusters Score -2.188543e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -21893238.000000 Penalty: 5951.966797
	Iteration 10F: 3 clusters Score -2.189324e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -21901260.000000 Penalty: 5951.966797
	Iteration 11F: 3 clusters Score -2.190126e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -21906440.000000 Penalty: 5951.966797
	Iteration 12F: 3 clusters Score -2.190644e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -21909264.000000 Penalty: 5951.966797
	Iteration 13Q: 3 clusters Score -2.190926e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -21911004.000000 Penalty: 5951.966797
	Iteration 14Q: 3 clusters Score -2.1911e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -21912498.000000 Penalty: 5951.966797
	Iteration 15Q: 3 clusters Score -2.19125e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -21913826.000000 Penalty: 5951.966797
	Iteration 16Q: 3 clusters Score -2.191383e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -21915210.000000 Penalty: 5951.966797
	Iteration 17Q: 3 clusters Score -2.191521e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -21916202.000000 Penalty: 5951.966797
	Iteration 18Q: 3 clusters Score -2.19162e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 137888 members 
Entering Unmasked Estep 
Score: -21917212.000000 Penalty: 5951.966797
	Iteration 19Q: 3 clusters Score -2.191721e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -21918180.000000 Penalty: 5951.966797
	Iteration 20F: 3 clusters Score -2.191818e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -21918968.000000 Penalty: 5951.966797
	Iteration 21Q: 3 clusters Score -2.191897e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -21919604.000000 Penalty: 5951.966797
	Iteration 22Q: 3 clusters Score -2.19196e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -21920336.000000 Penalty: 5951.966797
	Iteration 23Q: 3 clusters Score -2.192034e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -21921020.000000 Penalty: 5951.966797
	Iteration 24Q: 3 clusters Score -2.192102e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 149450 members 
Entering Unmasked Estep 
Score: -21921452.000000 Penalty: 5951.966797
	Iteration 25Q: 3 clusters Score -2.192145e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 150811 members 
Entering Unmasked Estep 
Score: -21921988.000000 Penalty: 5951.966797
	Iteration 26Q: 3 clusters Score -2.192199e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -21922366.000000 Penalty: 5951.966797
	Iteration 27Q: 3 clusters Score -2.192237e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -21922630.000000 Penalty: 5951.966797
	Iteration 28Q: 3 clusters Score -2.192263e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -21922964.000000 Penalty: 5951.966797
	Iteration 29Q: 3 clusters Score -2.192296e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -21923192.000000 Penalty: 5951.966797
	Iteration 30Q: 3 clusters Score -2.192319e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -21923360.000000 Penalty: 5951.966797
	Iteration 31Q: 3 clusters Score -2.192336e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -21923546.000000 Penalty: 5951.966797
	Iteration 32Q: 3 clusters Score -2.192355e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 156923 members 
Entering Unmasked Estep 
Score: -21923720.000000 Penalty: 5951.966797
	Iteration 33Q: 3 clusters Score -2.192372e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -21923898.000000 Penalty: 5951.966797
	Iteration 34Q: 3 clusters Score -2.19239e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -21923976.000000 Penalty: 5951.966797
	Iteration 35Q: 3 clusters Score -2.192398e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -21924076.000000 Penalty: 5951.966797
	Iteration 36Q: 3 clusters Score -2.192408e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -21924166.000000 Penalty: 5951.966797
	Iteration 37Q: 3 clusters Score -2.192417e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -21924298.000000 Penalty: 5951.966797
	Iteration 38Q: 3 clusters Score -2.19243e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -21924388.000000 Penalty: 5951.966797
	Iteration 39Q: 3 clusters Score -2.192439e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -21924412.000000 Penalty: 5951.966797
	Iteration 40F: 3 clusters Score -2.192441e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 159757 members 
Entering Unmasked Estep 
Score: -21924412.000000 Penalty: 5951.966797
	Iteration 41Q: 3 clusters Score -2.192441e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -21924410.000000 Penalty: 5951.966797
	Iteration 42Q: 3 clusters Score -2.192441e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 160081 members 
Entering Unmasked Estep 
Score: -21924392.000000 Penalty: 5951.966797
	Iteration 43Q: 3 clusters Score -2.192439e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -21924400.000000 Penalty: 5951.966797
	Iteration 44Q: 3 clusters Score -2.19244e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 160268 members 
Entering Unmasked Estep 
Score: -21924404.000000 Penalty: 5951.966797
	Iteration 45Q: 3 clusters Score -2.19244e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -21924444.000000 Penalty: 5951.966797
	Iteration 46Q: 3 clusters Score -2.192444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 160393 members 
Entering Unmasked Estep 
Score: -21924468.000000 Penalty: 5951.966797
	Iteration 47Q: 3 clusters Score -2.192447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -21924482.000000 Penalty: 5951.966797
	Iteration 48Q: 3 clusters Score -2.192448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -21924480.000000 Penalty: 5951.966797
	Iteration 49Q: 3 clusters Score -2.192448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 160519 members 
Entering Unmasked Estep 
Score: -21924512.000000 Penalty: 5951.966797
	Iteration 50Q: 3 clusters Score -2.192451e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -21924516.000000 Penalty: 5951.966797
	Iteration 51Q: 3 clusters Score -2.192452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 160602 members 
Entering Unmasked Estep 
Score: -21924494.000000 Penalty: 5951.966797
	Iteration 52Q: 3 clusters Score -2.192449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -21924484.000000 Penalty: 5951.966797
	Iteration 53Q: 3 clusters Score -2.192448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 160665 members 
Entering Unmasked Estep 
Score: -21924506.000000 Penalty: 5951.966797
	Iteration 54Q: 3 clusters Score -2.192451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 160688 members 
Entering Unmasked Estep 
Score: -21924496.000000 Penalty: 5951.966797
	Iteration 55Q: 3 clusters Score -2.19245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -21924506.000000 Penalty: 5951.966797
	Iteration 56Q: 3 clusters Score -2.192451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 160736 members 
Entering Unmasked Estep 
Score: -21924510.000000 Penalty: 5951.966797
	Iteration 57Q: 3 clusters Score -2.192451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -21924498.000000 Penalty: 5951.966797
	Iteration 58Q: 3 clusters Score -2.19245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -21924530.000000 Penalty: 5951.966797
	Iteration 59Q: 3 clusters Score -2.192453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -21924518.000000 Penalty: 5951.966797
	Iteration 60F: 3 clusters Score -2.192452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 160789 members 
Entering Unmasked Estep 
Score: -21924542.000000 Penalty: 5951.966797
	Iteration 61Q: 3 clusters Score -2.192454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -21924538.000000 Penalty: 5951.966797
	Iteration 62Q: 3 clusters Score -2.192454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -21924554.000000 Penalty: 5951.966797
	Iteration 63Q: 3 clusters Score -2.192455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 160835 members 
Entering Unmasked Estep 
Score: -21924558.000000 Penalty: 5951.966797
	Iteration 64Q: 3 clusters Score -2.192456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 160841 members 
Entering Unmasked Estep 
Score: -21924554.000000 Penalty: 5951.966797
	Iteration 65Q: 3 clusters Score -2.192455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -21924552.000000 Penalty: 5951.966797
	Iteration 66Q: 3 clusters Score -2.192455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -21924544.000000 Penalty: 5951.966797
	Iteration 67Q: 3 clusters Score -2.192454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -21924544.000000 Penalty: 5951.966797
	Iteration 68Q: 3 clusters Score -2.192454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 160867 members 
Entering Unmasked Estep 
Score: -21924558.000000 Penalty: 5951.966797
	Iteration 69Q: 3 clusters Score -2.192456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 160873 members 
Entering Unmasked Estep 
Score: -21924544.000000 Penalty: 5951.966797
	Iteration 70Q: 3 clusters Score -2.192454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -21924534.000000 Penalty: 5951.966797
	Iteration 71Q: 3 clusters Score -2.192453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 160880 members 
Entering Unmasked Estep 
Score: -21924534.000000 Penalty: 5951.966797
	Iteration 72Q: 3 clusters Score -2.192453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -21924562.000000 Penalty: 5951.966797
	Iteration 73Q: 3 clusters Score -2.192456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 160892 members 
Entering Unmasked Estep 
Score: -21924550.000000 Penalty: 5951.966797
	Iteration 74Q: 3 clusters Score -2.192455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -21924556.000000 Penalty: 5951.966797
	Iteration 75Q: 3 clusters Score -2.192456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 160906 members 
Entering Unmasked Estep 
Score: -21924552.000000 Penalty: 5951.966797
	Iteration 76Q: 3 clusters Score -2.192455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 160910 members 
Entering Unmasked Estep 
Score: -21924550.000000 Penalty: 5951.966797
	Iteration 77Q: 3 clusters Score -2.192455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 160916 members 
Entering Unmasked Estep 
Score: -21924564.000000 Penalty: 5951.966797
	Iteration 78Q: 3 clusters Score -2.192456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 160922 members 
Entering Unmasked Estep 
Score: -21924568.000000 Penalty: 5951.966797
	Iteration 79Q: 3 clusters Score -2.192457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 160927 members 
Entering Unmasked Estep 
Score: -21924560.000000 Penalty: 5951.966797
	Iteration 80F: 3 clusters Score -2.192456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 160929 members 
Entering Unmasked Estep 
Score: -21924582.000000 Penalty: 5951.966797
	Iteration 81Q: 3 clusters Score -2.192458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -21924580.000000 Penalty: 5951.966797
	Iteration 82Q: 3 clusters Score -2.192458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 160938 members 
Entering Unmasked Estep 
Score: -21924582.000000 Penalty: 5951.966797
	Iteration 83Q: 3 clusters Score -2.192458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -21924572.000000 Penalty: 5951.966797
	Iteration 84Q: 3 clusters Score -2.192457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -21924580.000000 Penalty: 5951.966797
	Iteration 85Q: 3 clusters Score -2.192458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -21924576.000000 Penalty: 5951.966797
	Iteration 86Q: 3 clusters Score -2.192458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -21924570.000000 Penalty: 5951.966797
	Iteration 87Q: 3 clusters Score -2.192457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -21924570.000000 Penalty: 5951.966797
	Iteration 88Q: 3 clusters Score -2.192457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -21924570.000000 Penalty: 5951.966797
	Iteration 89Q: 3 clusters Score -2.192457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 160963 members 
Entering Unmasked Estep 
Score: -21924580.000000 Penalty: 5951.966797
	Iteration 90Q: 3 clusters Score -2.192458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 160966 members 
Entering Unmasked Estep 
Score: -21924564.000000 Penalty: 5951.966797
	Iteration 91Q: 3 clusters Score -2.192456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -21924562.000000 Penalty: 5951.966797
	Iteration 92Q: 3 clusters Score -2.192456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -21924550.000000 Penalty: 5951.966797
	Iteration 93Q: 3 clusters Score -2.192455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -21924552.000000 Penalty: 5951.966797
	Iteration 94Q: 3 clusters Score -2.192455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -21924546.000000 Penalty: 5951.966797
	Iteration 95Q: 3 clusters Score -2.192455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -21924546.000000 Penalty: 5951.966797
	Iteration 96Q: 3 clusters Score -2.192455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -21924546.000000 Penalty: 5951.966797
	Iteration 97Q: 3 clusters Score -2.192455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -21924532.000000 Penalty: 5951.966797
	Iteration 98Q: 3 clusters Score -2.192453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -21924532.000000 Penalty: 5951.966797
	Iteration 99F: 3 clusters Score -2.192453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Entering Unmasked Estep 
Score: -17037188.000000 Penalty: 2912.566406
	Iteration 0F: 2 clusters Score -1.703719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -16953218.000000 Penalty: 5825.132812
	Iteration 0F: 3 clusters Score -1.695322e+07 nChanged 59753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -16987044.000000 Penalty: 5825.132812
	Iteration 1F: 3 clusters Score -1.698704e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -16987704.000000 Penalty: 5825.132812
	Iteration 2Q: 3 clusters Score -1.69877e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -16988616.000000 Penalty: 5825.132812
	Iteration 3Q: 3 clusters Score -1.698862e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -16989670.000000 Penalty: 5825.132812
	Iteration 4Q: 3 clusters Score -1.698967e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -16990818.000000 Penalty: 5825.132812
	Iteration 5Q: 3 clusters Score -1.699082e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -16992856.000000 Penalty: 5825.132812
	Iteration 6Q: 3 clusters Score -1.699286e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -16996130.000000 Penalty: 5825.132812
	Iteration 7F: 3 clusters Score -1.699613e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -17001394.000000 Penalty: 5825.132812
	Iteration 8F: 3 clusters Score -1.700139e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -17008550.000000 Penalty: 5825.132812
	Iteration 9F: 3 clusters Score -1.700855e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -17016904.000000 Penalty: 5825.132812
	Iteration 10F: 3 clusters Score -1.70169e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -17023836.000000 Penalty: 5825.132812
	Iteration 11F: 3 clusters Score -1.702384e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -17027704.000000 Penalty: 5825.132812
	Iteration 12Q: 3 clusters Score -1.70277e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -17029444.000000 Penalty: 5825.132812
	Iteration 13Q: 3 clusters Score -1.702944e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -17030216.000000 Penalty: 5825.132812
	Iteration 14Q: 3 clusters Score -1.703022e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -17030822.000000 Penalty: 5825.132812
	Iteration 15Q: 3 clusters Score -1.703082e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -17031346.000000 Penalty: 5825.132812
	Iteration 16Q: 3 clusters Score -1.703135e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -17031802.000000 Penalty: 5825.132812
	Iteration 17Q: 3 clusters Score -1.70318e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -17032142.000000 Penalty: 5825.132812
	Iteration 18Q: 3 clusters Score -1.703214e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -17032432.000000 Penalty: 5825.132812
	Iteration 19Q: 3 clusters Score -1.703243e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -17032710.000000 Penalty: 5825.132812
	Iteration 20F: 3 clusters Score -1.703271e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 119109 members 
Entering Unmasked Estep 
Score: -17032974.000000 Penalty: 5825.132812
	Iteration 21Q: 3 clusters Score -1.703297e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 119753 members 
Entering Unmasked Estep 
Score: -17033200.000000 Penalty: 5825.132812
	Iteration 22Q: 3 clusters Score -1.70332e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 120339 members 
Entering Unmasked Estep 
Score: -17033452.000000 Penalty: 5825.132812
	Iteration 23Q: 3 clusters Score -1.703345e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 120888 members 
Entering Unmasked Estep 
Score: -17033620.000000 Penalty: 5825.132812
	Iteration 24Q: 3 clusters Score -1.703362e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 121365 members 
Entering Unmasked Estep 
Score: -17033806.000000 Penalty: 5825.132812
	Iteration 25Q: 3 clusters Score -1.703381e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -17033950.000000 Penalty: 5825.132812
	Iteration 26Q: 3 clusters Score -1.703395e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 122189 members 
Entering Unmasked Estep 
Score: -17034078.000000 Penalty: 5825.132812
	Iteration 27Q: 3 clusters Score -1.703408e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -17034166.000000 Penalty: 5825.132812
	Iteration 28Q: 3 clusters Score -1.703417e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 122765 members 
Entering Unmasked Estep 
Score: -17034270.000000 Penalty: 5825.132812
	Iteration 29Q: 3 clusters Score -1.703427e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -17034344.000000 Penalty: 5825.132812
	Iteration 30Q: 3 clusters Score -1.703434e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -17034408.000000 Penalty: 5825.132812
	Iteration 31Q: 3 clusters Score -1.703441e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -17034470.000000 Penalty: 5825.132812
	Iteration 32Q: 3 clusters Score -1.703447e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -17034520.000000 Penalty: 5825.132812
	Iteration 33Q: 3 clusters Score -1.703452e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -17034532.000000 Penalty: 5825.132812
	Iteration 34Q: 3 clusters Score -1.703453e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 123764 members 
Entering Unmasked Estep 
Score: -17034574.000000 Penalty: 5825.132812
	Iteration 35Q: 3 clusters Score -1.703457e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -17034632.000000 Penalty: 5825.132812
	Iteration 36Q: 3 clusters Score -1.703463e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 123966 members 
Entering Unmasked Estep 
Score: -17034644.000000 Penalty: 5825.132812
	Iteration 37Q: 3 clusters Score -1.703464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -17034664.000000 Penalty: 5825.132812
	Iteration 38Q: 3 clusters Score -1.703466e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -17034716.000000 Penalty: 5825.132812
	Iteration 39Q: 3 clusters Score -1.703472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -17034730.000000 Penalty: 5825.132812
	Iteration 40F: 3 clusters Score -1.703473e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 124240 members 
Entering Unmasked Estep 
Score: -17034732.000000 Penalty: 5825.132812
	Iteration 41Q: 3 clusters Score -1.703473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -17034754.000000 Penalty: 5825.132812
	Iteration 42Q: 3 clusters Score -1.703475e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -17034782.000000 Penalty: 5825.132812
	Iteration 43Q: 3 clusters Score -1.703478e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -17034776.000000 Penalty: 5825.132812
	Iteration 44Q: 3 clusters Score -1.703478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -17034778.000000 Penalty: 5825.132812
	Iteration 45Q: 3 clusters Score -1.703478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -17034790.000000 Penalty: 5825.132812
	Iteration 46Q: 3 clusters Score -1.703479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 124509 members 
Entering Unmasked Estep 
Score: -17034826.000000 Penalty: 5825.132812
	Iteration 47Q: 3 clusters Score -1.703483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 124533 members 
Entering Unmasked Estep 
Score: -17034826.000000 Penalty: 5825.132812
	Iteration 48Q: 3 clusters Score -1.703483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -17034818.000000 Penalty: 5825.132812
	Iteration 49Q: 3 clusters Score -1.703482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -17034820.000000 Penalty: 5825.132812
	Iteration 50Q: 3 clusters Score -1.703482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -17034814.000000 Penalty: 5825.132812
	Iteration 51Q: 3 clusters Score -1.703481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -17034810.000000 Penalty: 5825.132812
	Iteration 52Q: 3 clusters Score -1.703481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 124679 members 
Entering Unmasked Estep 
Score: -17034830.000000 Penalty: 5825.132812
	Iteration 53Q: 3 clusters Score -1.703483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -17034822.000000 Penalty: 5825.132812
	Iteration 54Q: 3 clusters Score -1.703482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -17034828.000000 Penalty: 5825.132812
	Iteration 55Q: 3 clusters Score -1.703483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 124747 members 
Entering Unmasked Estep 
Score: -17034824.000000 Penalty: 5825.132812
	Iteration 56Q: 3 clusters Score -1.703482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -17034826.000000 Penalty: 5825.132812
	Iteration 57Q: 3 clusters Score -1.703483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -17034828.000000 Penalty: 5825.132812
	Iteration 58Q: 3 clusters Score -1.703483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 124800 members 
Entering Unmasked Estep 
Score: -17034854.000000 Penalty: 5825.132812
	Iteration 59Q: 3 clusters Score -1.703485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 124812 members 
Entering Unmasked Estep 
Score: -17034872.000000 Penalty: 5825.132812
	Iteration 60F: 3 clusters Score -1.703487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -17034856.000000 Penalty: 5825.132812
	Iteration 61Q: 3 clusters Score -1.703486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -17034860.000000 Penalty: 5825.132812
	Iteration 62Q: 3 clusters Score -1.703486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -17034868.000000 Penalty: 5825.132812
	Iteration 63Q: 3 clusters Score -1.703487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -17034868.000000 Penalty: 5825.132812
	Iteration 64Q: 3 clusters Score -1.703487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -17034872.000000 Penalty: 5825.132812
	Iteration 65Q: 3 clusters Score -1.703487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -17034874.000000 Penalty: 5825.132812
	Iteration 66Q: 3 clusters Score -1.703487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -17034868.000000 Penalty: 5825.132812
	Iteration 67Q: 3 clusters Score -1.703487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -17034870.000000 Penalty: 5825.132812
	Iteration 68Q: 3 clusters Score -1.703487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -17034874.000000 Penalty: 5825.132812
	Iteration 69Q: 3 clusters Score -1.703487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -17034870.000000 Penalty: 5825.132812
	Iteration 70Q: 3 clusters Score -1.703487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -17034868.000000 Penalty: 5825.132812
	Iteration 71Q: 3 clusters Score -1.703487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -17034870.000000 Penalty: 5825.132812
	Iteration 72Q: 3 clusters Score -1.703487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -17034870.000000 Penalty: 5825.132812
	Iteration 73F: 3 clusters Score -1.703487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -53008.308594 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -53008.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51608.460938 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -51608.46 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52035.144531 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -52035.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52216.480469 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -52216.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52526.554688 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -52526.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52738.601562 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -52738.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52903.703125 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -52903.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53131.695312 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -53131.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53362.253906 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -53362.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53636.472656 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -53636.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53703.230469 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -53703.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53756.882812 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -53756.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53810.953125 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -53810.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53810.953125 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -53810.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237996 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157504 members 
Mstep: Class 9 contains 187913 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 35875 members 
Mstep: Class 12 contains 162744 members 
Mstep: Class 13 contains 126023 members 
Mstep: Class 14 contains 316 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 121874 members 
Mstep: Class 18 contains 40828 members 
Mstep: Class 19 contains 65200 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 14501 members 
Entering Unmasked Estep 
Score: -180326176.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180326896.000000 to -180326176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -830080.687500 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -830080.7 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 3362 members 
Entering Unmasked Estep 
Score: -824527.312500 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -824527.3 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -825974.562500 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -825974.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -826261.812500 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -826261.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -826430.187500 Penalty: 4367.391602
	Iteration 3F: 3 clusters Score -826430.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -826539.312500 Penalty: 4367.391602
	Iteration 4Q: 3 clusters Score -826539.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -826623.500000 Penalty: 4367.391602
	Iteration 5Q: 3 clusters Score -826623.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -826703.250000 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -826703.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -826785.625000 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -826785.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -826863.250000 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -826863.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -826935.125000 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -826935.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -827011.437500 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -827011.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -827078.812500 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -827078.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -827143.312500 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -827143.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -827198.625000 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -827198.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -827240.375000 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -827240.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -827282.812500 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -827282.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -827322.312500 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -827322.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -827356.687500 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -827356.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -827391.062500 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -827391.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -827415.937500 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -827415.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -827432.000000 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -827432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -827455.125000 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -827455.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -827475.750000 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -827475.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -827504.625000 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -827504.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -827535.812500 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -827535.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -827569.062500 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -827569.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -827599.625000 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -827599.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -827624.625000 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -827624.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -827670.437500 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -827670.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -827712.625000 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -827712.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -827745.562500 Penalty: 4367.391602
	Iteration 30Q: 3 clusters Score -827745.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -827779.437500 Penalty: 4367.391602
	Iteration 31Q: 3 clusters Score -827779.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -827816.937500 Penalty: 4367.391602
	Iteration 32Q: 3 clusters Score -827816.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -827852.250000 Penalty: 4367.391602
	Iteration 33Q: 3 clusters Score -827852.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -827886.812500 Penalty: 4367.391602
	Iteration 34Q: 3 clusters Score -827886.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -827924.937500 Penalty: 4367.391602
	Iteration 35Q: 3 clusters Score -827924.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -827954.937500 Penalty: 4367.391602
	Iteration 36Q: 3 clusters Score -827954.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -827988.687500 Penalty: 4367.391602
	Iteration 37Q: 3 clusters Score -827988.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -828014.687500 Penalty: 4367.391602
	Iteration 38Q: 3 clusters Score -828014.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -828035.750000 Penalty: 4367.391602
	Iteration 39Q: 3 clusters Score -828035.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -828049.250000 Penalty: 4367.391602
	Iteration 40F: 3 clusters Score -828049.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -828062.625000 Penalty: 4367.391602
	Iteration 41Q: 3 clusters Score -828062.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828077.625000 Penalty: 4367.391602
	Iteration 42Q: 3 clusters Score -828077.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -828086.062500 Penalty: 4367.391602
	Iteration 43Q: 3 clusters Score -828086.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -828093.875000 Penalty: 4367.391602
	Iteration 44Q: 3 clusters Score -828093.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -828103.687500 Penalty: 4367.391602
	Iteration 45Q: 3 clusters Score -828103.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -828113.812500 Penalty: 4367.391602
	Iteration 46Q: 3 clusters Score -828113.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -828122.812500 Penalty: 4367.391602
	Iteration 47Q: 3 clusters Score -828122.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -828135.125000 Penalty: 4367.391602
	Iteration 48Q: 3 clusters Score -828135.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -828142.750000 Penalty: 4367.391602
	Iteration 49Q: 3 clusters Score -828142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -828148.375000 Penalty: 4367.391602
	Iteration 50Q: 3 clusters Score -828148.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -828156.000000 Penalty: 4367.391602
	Iteration 51Q: 3 clusters Score -828156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -828161.125000 Penalty: 4367.391602
	Iteration 52Q: 3 clusters Score -828161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -828163.687500 Penalty: 4367.391602
	Iteration 53Q: 3 clusters Score -828163.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -828167.312500 Penalty: 4367.391602
	Iteration 54Q: 3 clusters Score -828167.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -828169.812500 Penalty: 4367.391602
	Iteration 55Q: 3 clusters Score -828169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -828174.437500 Penalty: 4367.391602
	Iteration 56Q: 3 clusters Score -828174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -828176.062500 Penalty: 4367.391602
	Iteration 57Q: 3 clusters Score -828176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -828181.062500 Penalty: 4367.391602
	Iteration 58Q: 3 clusters Score -828181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -828183.375000 Penalty: 4367.391602
	Iteration 59Q: 3 clusters Score -828183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -828187.062500 Penalty: 4367.391602
	Iteration 60F: 3 clusters Score -828187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -828191.000000 Penalty: 4367.391602
	Iteration 61Q: 3 clusters Score -828191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -828194.500000 Penalty: 4367.391602
	Iteration 62Q: 3 clusters Score -828194.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -828199.187500 Penalty: 4367.391602
	Iteration 63Q: 3 clusters Score -828199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -828203.687500 Penalty: 4367.391602
	Iteration 64Q: 3 clusters Score -828203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -828205.000000 Penalty: 4367.391602
	Iteration 65Q: 3 clusters Score -828205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -828206.062500 Penalty: 4367.391602
	Iteration 66Q: 3 clusters Score -828206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -828210.125000 Penalty: 4367.391602
	Iteration 67Q: 3 clusters Score -828210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -828214.875000 Penalty: 4367.391602
	Iteration 68Q: 3 clusters Score -828214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -828215.750000 Penalty: 4367.391602
	Iteration 69Q: 3 clusters Score -828215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -828219.000000 Penalty: 4367.391602
	Iteration 70Q: 3 clusters Score -828219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -828220.875000 Penalty: 4367.391602
	Iteration 71Q: 3 clusters Score -828220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -828222.000000 Penalty: 4367.391602
	Iteration 72Q: 3 clusters Score -828222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -828225.750000 Penalty: 4367.391602
	Iteration 73Q: 3 clusters Score -828225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -828230.875000 Penalty: 4367.391602
	Iteration 74Q: 3 clusters Score -828230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -828234.500000 Penalty: 4367.391602
	Iteration 75Q: 3 clusters Score -828234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -828237.625000 Penalty: 4367.391602
	Iteration 76Q: 3 clusters Score -828237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -828240.437500 Penalty: 4367.391602
	Iteration 77Q: 3 clusters Score -828240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -828242.000000 Penalty: 4367.391602
	Iteration 78Q: 3 clusters Score -828242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -828245.562500 Penalty: 4367.391602
	Iteration 79Q: 3 clusters Score -828245.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -828250.687500 Penalty: 4367.391602
	Iteration 80F: 3 clusters Score -828250.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -828254.625000 Penalty: 4367.391602
	Iteration 81Q: 3 clusters Score -828254.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -828257.875000 Penalty: 4367.391602
	Iteration 82Q: 3 clusters Score -828257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -828260.250000 Penalty: 4367.391602
	Iteration 83Q: 3 clusters Score -828260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -828261.750000 Penalty: 4367.391602
	Iteration 84Q: 3 clusters Score -828261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -828263.187500 Penalty: 4367.391602
	Iteration 85Q: 3 clusters Score -828263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -828264.062500 Penalty: 4367.391602
	Iteration 86Q: 3 clusters Score -828264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -828264.437500 Penalty: 4367.391602
	Iteration 87Q: 3 clusters Score -828264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -828269.250000 Penalty: 4367.391602
	Iteration 88Q: 3 clusters Score -828269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -828268.812500 Penalty: 4367.391602
	Iteration 89Q: 3 clusters Score -828268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -828272.187500 Penalty: 4367.391602
	Iteration 90Q: 3 clusters Score -828272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -828272.437500 Penalty: 4367.391602
	Iteration 91Q: 3 clusters Score -828272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -828272.375000 Penalty: 4367.391602
	Iteration 92Q: 3 clusters Score -828272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -828274.125000 Penalty: 4367.391602
	Iteration 93Q: 3 clusters Score -828274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -828276.562500 Penalty: 4367.391602
	Iteration 94Q: 3 clusters Score -828276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -828279.437500 Penalty: 4367.391602
	Iteration 95Q: 3 clusters Score -828279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -828281.062500 Penalty: 4367.391602
	Iteration 96Q: 3 clusters Score -828281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -828283.750000 Penalty: 4367.391602
	Iteration 97Q: 3 clusters Score -828283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -828285.875000 Penalty: 4367.391602
	Iteration 98Q: 3 clusters Score -828285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -828289.937500 Penalty: 4367.391602
	Iteration 99Q: 3 clusters Score -828289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -828289.625000 Penalty: 4367.391602
	Iteration 100F: 3 clusters Score -828289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (121874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Entering Unmasked Estep 
Score: -16455590.000000 Penalty: 2904.264160
	Iteration 0F: 2 clusters Score -1.645559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -16374335.000000 Penalty: 5808.528320
	Iteration 0F: 3 clusters Score -1.637434e+07 nChanged 57945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -16406880.000000 Penalty: 5808.528320
	Iteration 1F: 3 clusters Score -1.640688e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -16407650.000000 Penalty: 5808.528320
	Iteration 2Q: 3 clusters Score -1.640765e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -16408441.000000 Penalty: 5808.528320
	Iteration 3Q: 3 clusters Score -1.640844e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -16409633.000000 Penalty: 5808.528320
	Iteration 4Q: 3 clusters Score -1.640963e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -16411415.000000 Penalty: 5808.528320
	Iteration 5Q: 3 clusters Score -1.641142e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -16414201.000000 Penalty: 5808.528320
	Iteration 6Q: 3 clusters Score -1.64142e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -16418337.000000 Penalty: 5808.528320
	Iteration 7F: 3 clusters Score -1.641834e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -16424038.000000 Penalty: 5808.528320
	Iteration 8F: 3 clusters Score -1.642404e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -16430605.000000 Penalty: 5808.528320
	Iteration 9F: 3 clusters Score -1.64306e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -16436442.000000 Penalty: 5808.528320
	Iteration 10F: 3 clusters Score -1.643644e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -16439811.000000 Penalty: 5808.528320
	Iteration 11Q: 3 clusters Score -1.643981e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -16441561.000000 Penalty: 5808.528320
	Iteration 12Q: 3 clusters Score -1.644156e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -16442663.000000 Penalty: 5808.528320
	Iteration 13Q: 3 clusters Score -1.644266e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -16443446.000000 Penalty: 5808.528320
	Iteration 14Q: 3 clusters Score -1.644345e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -16444271.000000 Penalty: 5808.528320
	Iteration 15Q: 3 clusters Score -1.644427e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -16444968.000000 Penalty: 5808.528320
	Iteration 16Q: 3 clusters Score -1.644497e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -16445640.000000 Penalty: 5808.528320
	Iteration 17Q: 3 clusters Score -1.644564e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -16446309.000000 Penalty: 5808.528320
	Iteration 18Q: 3 clusters Score -1.644631e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -16446974.000000 Penalty: 5808.528320
	Iteration 19Q: 3 clusters Score -1.644697e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -16447443.000000 Penalty: 5808.528320
	Iteration 20F: 3 clusters Score -1.644744e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -16447907.000000 Penalty: 5808.528320
	Iteration 21Q: 3 clusters Score -1.644791e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -16448353.000000 Penalty: 5808.528320
	Iteration 22Q: 3 clusters Score -1.644835e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -16448766.000000 Penalty: 5808.528320
	Iteration 23Q: 3 clusters Score -1.644877e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -16449018.000000 Penalty: 5808.528320
	Iteration 24Q: 3 clusters Score -1.644902e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -16449345.000000 Penalty: 5808.528320
	Iteration 25Q: 3 clusters Score -1.644934e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -16449663.000000 Penalty: 5808.528320
	Iteration 26Q: 3 clusters Score -1.644966e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -16449964.000000 Penalty: 5808.528320
	Iteration 27Q: 3 clusters Score -1.644996e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -16450278.000000 Penalty: 5808.528320
	Iteration 28Q: 3 clusters Score -1.645028e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -16450608.000000 Penalty: 5808.528320
	Iteration 29Q: 3 clusters Score -1.645061e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -16450892.000000 Penalty: 5808.528320
	Iteration 30Q: 3 clusters Score -1.645089e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 113280 members 
Entering Unmasked Estep 
Score: -16451107.000000 Penalty: 5808.528320
	Iteration 31Q: 3 clusters Score -1.645111e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -16451307.000000 Penalty: 5808.528320
	Iteration 32Q: 3 clusters Score -1.645131e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -16451527.000000 Penalty: 5808.528320
	Iteration 33Q: 3 clusters Score -1.645153e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -16451791.000000 Penalty: 5808.528320
	Iteration 34Q: 3 clusters Score -1.645179e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -16451911.000000 Penalty: 5808.528320
	Iteration 35Q: 3 clusters Score -1.645191e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 116309 members 
Entering Unmasked Estep 
Score: -16452076.000000 Penalty: 5808.528320
	Iteration 36Q: 3 clusters Score -1.645208e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 116807 members 
Entering Unmasked Estep 
Score: -16452251.000000 Penalty: 5808.528320
	Iteration 37Q: 3 clusters Score -1.645225e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -16452412.000000 Penalty: 5808.528320
	Iteration 38Q: 3 clusters Score -1.645241e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -16452534.000000 Penalty: 5808.528320
	Iteration 39Q: 3 clusters Score -1.645253e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -16452695.000000 Penalty: 5808.528320
	Iteration 40F: 3 clusters Score -1.64527e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
Score: -16452823.000000 Penalty: 5808.528320
	Iteration 41Q: 3 clusters Score -1.645282e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -16452929.000000 Penalty: 5808.528320
	Iteration 42Q: 3 clusters Score -1.645293e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 118926 members 
Entering Unmasked Estep 
Score: -16453049.000000 Penalty: 5808.528320
	Iteration 43Q: 3 clusters Score -1.645305e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -16453121.000000 Penalty: 5808.528320
	Iteration 44Q: 3 clusters Score -1.645312e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -16453149.000000 Penalty: 5808.528320
	Iteration 45Q: 3 clusters Score -1.645315e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -16453241.000000 Penalty: 5808.528320
	Iteration 46Q: 3 clusters Score -1.645324e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -16453250.000000 Penalty: 5808.528320
	Iteration 47Q: 3 clusters Score -1.645325e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -16453290.000000 Penalty: 5808.528320
	Iteration 48Q: 3 clusters Score -1.645329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -16453308.000000 Penalty: 5808.528320
	Iteration 49Q: 3 clusters Score -1.645331e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -16453328.000000 Penalty: 5808.528320
	Iteration 50Q: 3 clusters Score -1.645333e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -16453331.000000 Penalty: 5808.528320
	Iteration 51Q: 3 clusters Score -1.645333e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 119908 members 
Entering Unmasked Estep 
Score: -16453318.000000 Penalty: 5808.528320
	Iteration 52Q: 3 clusters Score -1.645332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -16453349.000000 Penalty: 5808.528320
	Iteration 53Q: 3 clusters Score -1.645335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -16453363.000000 Penalty: 5808.528320
	Iteration 54Q: 3 clusters Score -1.645336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -16453359.000000 Penalty: 5808.528320
	Iteration 55Q: 3 clusters Score -1.645336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -16453372.000000 Penalty: 5808.528320
	Iteration 56Q: 3 clusters Score -1.645337e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -16453402.000000 Penalty: 5808.528320
	Iteration 57Q: 3 clusters Score -1.64534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -16453408.000000 Penalty: 5808.528320
	Iteration 58Q: 3 clusters Score -1.645341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -16453430.000000 Penalty: 5808.528320
	Iteration 59Q: 3 clusters Score -1.645343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -16453423.000000 Penalty: 5808.528320
	Iteration 60F: 3 clusters Score -1.645342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -16453458.000000 Penalty: 5808.528320
	Iteration 61Q: 3 clusters Score -1.645346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 120220 members 
Entering Unmasked Estep 
Score: -16453456.000000 Penalty: 5808.528320
	Iteration 62Q: 3 clusters Score -1.645346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -16453470.000000 Penalty: 5808.528320
	Iteration 63Q: 3 clusters Score -1.645347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -16453468.000000 Penalty: 5808.528320
	Iteration 64Q: 3 clusters Score -1.645347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -16453483.000000 Penalty: 5808.528320
	Iteration 65Q: 3 clusters Score -1.645348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -16453491.000000 Penalty: 5808.528320
	Iteration 66Q: 3 clusters Score -1.645349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -16453490.000000 Penalty: 5808.528320
	Iteration 67Q: 3 clusters Score -1.645349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -16453491.000000 Penalty: 5808.528320
	Iteration 68Q: 3 clusters Score -1.645349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -16453490.000000 Penalty: 5808.528320
	Iteration 69Q: 3 clusters Score -1.645349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -16453494.000000 Penalty: 5808.528320
	Iteration 70Q: 3 clusters Score -1.645349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -16453491.000000 Penalty: 5808.528320
	Iteration 71Q: 3 clusters Score -1.645349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -16453498.000000 Penalty: 5808.528320
	Iteration 72Q: 3 clusters Score -1.64535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -16453492.000000 Penalty: 5808.528320
	Iteration 73Q: 3 clusters Score -1.645349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -16453505.000000 Penalty: 5808.528320
	Iteration 74Q: 3 clusters Score -1.64535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -16453492.000000 Penalty: 5808.528320
	Iteration 75Q: 3 clusters Score -1.645349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -16453496.000000 Penalty: 5808.528320
	Iteration 76Q: 3 clusters Score -1.64535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -16453492.000000 Penalty: 5808.528320
	Iteration 77Q: 3 clusters Score -1.645349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -16453492.000000 Penalty: 5808.528320
	Iteration 78F: 3 clusters Score -1.645349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -5542437.500000 Penalty: 2633.046631
	Iteration 0F: 2 clusters Score -5542438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -5514849.500000 Penalty: 5266.093262
	Iteration 0F: 3 clusters Score -5514850 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5524883.500000 Penalty: 5266.093262
	Iteration 1F: 3 clusters Score -5524884 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5525349.000000 Penalty: 5266.093262
	Iteration 2Q: 3 clusters Score -5525349 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5525754.000000 Penalty: 5266.093262
	Iteration 3Q: 3 clusters Score -5525754 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5526182.000000 Penalty: 5266.093262
	Iteration 4Q: 3 clusters Score -5526182 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5526765.000000 Penalty: 5266.093262
	Iteration 5Q: 3 clusters Score -5526765 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5527508.000000 Penalty: 5266.093262
	Iteration 6Q: 3 clusters Score -5527508 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5528448.500000 Penalty: 5266.093262
	Iteration 7Q: 3 clusters Score -5528448 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5529946.500000 Penalty: 5266.093262
	Iteration 8F: 3 clusters Score -5529946 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -5532024.000000 Penalty: 5266.093262
	Iteration 9F: 3 clusters Score -5532024 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -5534340.500000 Penalty: 5266.093262
	Iteration 10F: 3 clusters Score -5534340 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5536257.000000 Penalty: 5266.093262
	Iteration 11F: 3 clusters Score -5536257 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5537276.000000 Penalty: 5266.093262
	Iteration 12Q: 3 clusters Score -5537276 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -5537822.500000 Penalty: 5266.093262
	Iteration 13Q: 3 clusters Score -5537822 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5538191.000000 Penalty: 5266.093262
	Iteration 14Q: 3 clusters Score -5538191 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -5538465.000000 Penalty: 5266.093262
	Iteration 15Q: 3 clusters Score -5538465 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -5538655.500000 Penalty: 5266.093262
	Iteration 16Q: 3 clusters Score -5538656 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5538788.000000 Penalty: 5266.093262
	Iteration 17Q: 3 clusters Score -5538788 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -5538937.000000 Penalty: 5266.093262
	Iteration 18Q: 3 clusters Score -5538937 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -5539093.000000 Penalty: 5266.093262
	Iteration 19Q: 3 clusters Score -5539093 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5539235.000000 Penalty: 5266.093262
	Iteration 20F: 3 clusters Score -5539235 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -5539349.000000 Penalty: 5266.093262
	Iteration 21Q: 3 clusters Score -5539349 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -5539460.000000 Penalty: 5266.093262
	Iteration 22Q: 3 clusters Score -5539460 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -5539526.000000 Penalty: 5266.093262
	Iteration 23Q: 3 clusters Score -5539526 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5539595.000000 Penalty: 5266.093262
	Iteration 24Q: 3 clusters Score -5539595 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -5539679.000000 Penalty: 5266.093262
	Iteration 25Q: 3 clusters Score -5539679 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5539764.000000 Penalty: 5266.093262
	Iteration 26Q: 3 clusters Score -5539764 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5539811.500000 Penalty: 5266.093262
	Iteration 27Q: 3 clusters Score -5539812 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5539877.500000 Penalty: 5266.093262
	Iteration 28Q: 3 clusters Score -5539878 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5539920.000000 Penalty: 5266.093262
	Iteration 29Q: 3 clusters Score -5539920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5539976.500000 Penalty: 5266.093262
	Iteration 30Q: 3 clusters Score -5539976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5540010.000000 Penalty: 5266.093262
	Iteration 31Q: 3 clusters Score -5540010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5540051.500000 Penalty: 5266.093262
	Iteration 32Q: 3 clusters Score -5540052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5540078.000000 Penalty: 5266.093262
	Iteration 33Q: 3 clusters Score -5540078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -5540098.500000 Penalty: 5266.093262
	Iteration 34Q: 3 clusters Score -5540098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5540110.500000 Penalty: 5266.093262
	Iteration 35Q: 3 clusters Score -5540110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -5540148.500000 Penalty: 5266.093262
	Iteration 36Q: 3 clusters Score -5540148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5540161.500000 Penalty: 5266.093262
	Iteration 37Q: 3 clusters Score -5540162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5540178.000000 Penalty: 5266.093262
	Iteration 38Q: 3 clusters Score -5540178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5540178.500000 Penalty: 5266.093262
	Iteration 39Q: 3 clusters Score -5540178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -5540199.000000 Penalty: 5266.093262
	Iteration 40F: 3 clusters Score -5540199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5540219.500000 Penalty: 5266.093262
	Iteration 41Q: 3 clusters Score -5540220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -5540215.500000 Penalty: 5266.093262
	Iteration 42Q: 3 clusters Score -5540216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5540238.500000 Penalty: 5266.093262
	Iteration 43Q: 3 clusters Score -5540238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5540241.000000 Penalty: 5266.093262
	Iteration 44Q: 3 clusters Score -5540241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5540235.000000 Penalty: 5266.093262
	Iteration 45Q: 3 clusters Score -5540235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -5540252.500000 Penalty: 5266.093262
	Iteration 46Q: 3 clusters Score -5540252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5540262.000000 Penalty: 5266.093262
	Iteration 47Q: 3 clusters Score -5540262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5540268.000000 Penalty: 5266.093262
	Iteration 48Q: 3 clusters Score -5540268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5540298.000000 Penalty: 5266.093262
	Iteration 49Q: 3 clusters Score -5540298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5540312.000000 Penalty: 5266.093262
	Iteration 50Q: 3 clusters Score -5540312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5540326.500000 Penalty: 5266.093262
	Iteration 51Q: 3 clusters Score -5540326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -5540338.500000 Penalty: 5266.093262
	Iteration 52Q: 3 clusters Score -5540338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -5540348.000000 Penalty: 5266.093262
	Iteration 53Q: 3 clusters Score -5540348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5540348.000000 Penalty: 5266.093262
	Iteration 54Q: 3 clusters Score -5540348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -5540352.500000 Penalty: 5266.093262
	Iteration 55Q: 3 clusters Score -5540352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5540356.500000 Penalty: 5266.093262
	Iteration 56Q: 3 clusters Score -5540356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5540367.000000 Penalty: 5266.093262
	Iteration 57Q: 3 clusters Score -5540367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5540375.500000 Penalty: 5266.093262
	Iteration 58Q: 3 clusters Score -5540376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -5540375.000000 Penalty: 5266.093262
	Iteration 59Q: 3 clusters Score -5540375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5540378.500000 Penalty: 5266.093262
	Iteration 60F: 3 clusters Score -5540378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5540380.500000 Penalty: 5266.093262
	Iteration 61Q: 3 clusters Score -5540380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5540369.000000 Penalty: 5266.093262
	Iteration 62Q: 3 clusters Score -5540369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -5540378.000000 Penalty: 5266.093262
	Iteration 63Q: 3 clusters Score -5540378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5540386.000000 Penalty: 5266.093262
	Iteration 64Q: 3 clusters Score -5540386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5540396.000000 Penalty: 5266.093262
	Iteration 65Q: 3 clusters Score -5540396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5540384.500000 Penalty: 5266.093262
	Iteration 66Q: 3 clusters Score -5540384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5540390.500000 Penalty: 5266.093262
	Iteration 67Q: 3 clusters Score -5540390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5540396.000000 Penalty: 5266.093262
	Iteration 68Q: 3 clusters Score -5540396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5540404.500000 Penalty: 5266.093262
	Iteration 69Q: 3 clusters Score -5540404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5540408.500000 Penalty: 5266.093262
	Iteration 70Q: 3 clusters Score -5540408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -5540404.500000 Penalty: 5266.093262
	Iteration 71Q: 3 clusters Score -5540404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5540415.500000 Penalty: 5266.093262
	Iteration 72Q: 3 clusters Score -5540416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5540421.000000 Penalty: 5266.093262
	Iteration 73Q: 3 clusters Score -5540421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5540428.000000 Penalty: 5266.093262
	Iteration 74Q: 3 clusters Score -5540428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5540429.000000 Penalty: 5266.093262
	Iteration 75Q: 3 clusters Score -5540429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5540438.500000 Penalty: 5266.093262
	Iteration 76Q: 3 clusters Score -5540438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5540444.000000 Penalty: 5266.093262
	Iteration 77Q: 3 clusters Score -5540444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5540448.500000 Penalty: 5266.093262
	Iteration 78Q: 3 clusters Score -5540448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5540446.500000 Penalty: 5266.093262
	Iteration 79Q: 3 clusters Score -5540446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5540451.500000 Penalty: 5266.093262
	Iteration 80F: 3 clusters Score -5540452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5540448.500000 Penalty: 5266.093262
	Iteration 81Q: 3 clusters Score -5540448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5540442.500000 Penalty: 5266.093262
	Iteration 82Q: 3 clusters Score -5540442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5540446.500000 Penalty: 5266.093262
	Iteration 83Q: 3 clusters Score -5540446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5540457.000000 Penalty: 5266.093262
	Iteration 84Q: 3 clusters Score -5540457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5540459.500000 Penalty: 5266.093262
	Iteration 85Q: 3 clusters Score -5540460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5540465.000000 Penalty: 5266.093262
	Iteration 86Q: 3 clusters Score -5540465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5540475.500000 Penalty: 5266.093262
	Iteration 87Q: 3 clusters Score -5540476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -5540476.500000 Penalty: 5266.093262
	Iteration 88Q: 3 clusters Score -5540476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5540486.500000 Penalty: 5266.093262
	Iteration 89Q: 3 clusters Score -5540486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5540501.000000 Penalty: 5266.093262
	Iteration 90Q: 3 clusters Score -5540501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5540508.500000 Penalty: 5266.093262
	Iteration 91Q: 3 clusters Score -5540508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5540517.000000 Penalty: 5266.093262
	Iteration 92Q: 3 clusters Score -5540517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5540513.500000 Penalty: 5266.093262
	Iteration 93Q: 3 clusters Score -5540514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5540518.000000 Penalty: 5266.093262
	Iteration 94Q: 3 clusters Score -5540518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5540514.000000 Penalty: 5266.093262
	Iteration 95Q: 3 clusters Score -5540514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5540523.000000 Penalty: 5266.093262
	Iteration 96Q: 3 clusters Score -5540523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5540530.500000 Penalty: 5266.093262
	Iteration 97Q: 3 clusters Score -5540530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -5540532.000000 Penalty: 5266.093262
	Iteration 98Q: 3 clusters Score -5540532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5540525.000000 Penalty: 5266.093262
	Iteration 99Q: 3 clusters Score -5540525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5540534.500000 Penalty: 5266.093262
	Iteration 100F: 3 clusters Score -5540534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5540538.500000 Penalty: 5266.093262
	Iteration 101Q: 3 clusters Score -5540538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5540536.000000 Penalty: 5266.093262
	Iteration 102Q: 3 clusters Score -5540536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5540540.500000 Penalty: 5266.093262
	Iteration 103Q: 3 clusters Score -5540540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -5540531.000000 Penalty: 5266.093262
	Iteration 104Q: 3 clusters Score -5540531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5540537.000000 Penalty: 5266.093262
	Iteration 105Q: 3 clusters Score -5540537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5540535.000000 Penalty: 5266.093262
	Iteration 106Q: 3 clusters Score -5540535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5540532.500000 Penalty: 5266.093262
	Iteration 107Q: 3 clusters Score -5540532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5540540.000000 Penalty: 5266.093262
	Iteration 108Q: 3 clusters Score -5540540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5540541.000000 Penalty: 5266.093262
	Iteration 109Q: 3 clusters Score -5540541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5540542.000000 Penalty: 5266.093262
	Iteration 110Q: 3 clusters Score -5540542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -5540537.500000 Penalty: 5266.093262
	Iteration 111Q: 3 clusters Score -5540538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5540535.000000 Penalty: 5266.093262
	Iteration 112Q: 3 clusters Score -5540535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5540543.500000 Penalty: 5266.093262
	Iteration 113Q: 3 clusters Score -5540544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5540550.500000 Penalty: 5266.093262
	Iteration 114Q: 3 clusters Score -5540550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5540551.000000 Penalty: 5266.093262
	Iteration 115Q: 3 clusters Score -5540551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5540556.000000 Penalty: 5266.093262
	Iteration 116Q: 3 clusters Score -5540556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5540548.500000 Penalty: 5266.093262
	Iteration 117Q: 3 clusters Score -5540548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -5540553.000000 Penalty: 5266.093262
	Iteration 118Q: 3 clusters Score -5540553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5540549.500000 Penalty: 5266.093262
	Iteration 119Q: 3 clusters Score -5540550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5540550.000000 Penalty: 5266.093262
	Iteration 120F: 3 clusters Score -5540550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5540553.000000 Penalty: 5266.093262
	Iteration 121Q: 3 clusters Score -5540553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5540550.000000 Penalty: 5266.093262
	Iteration 122Q: 3 clusters Score -5540550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5540550.000000 Penalty: 5266.093262
	Iteration 123F: 3 clusters Score -5540550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Entering Unmasked Estep 
Score: -8486308.000000 Penalty: 2749.133301
	Iteration 0F: 2 clusters Score -8486308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -8442560.000000 Penalty: 5498.266602
	Iteration 0F: 3 clusters Score -8442560 nChanged 30468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -8459585.000000 Penalty: 5498.266602
	Iteration 1F: 3 clusters Score -8459585 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -8460201.000000 Penalty: 5498.266602
	Iteration 2Q: 3 clusters Score -8460201 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8460993.000000 Penalty: 5498.266602
	Iteration 3Q: 3 clusters Score -8460993 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -8462140.000000 Penalty: 5498.266602
	Iteration 4Q: 3 clusters Score -8462140 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8463791.000000 Penalty: 5498.266602
	Iteration 5Q: 3 clusters Score -8463791 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8466219.000000 Penalty: 5498.266602
	Iteration 6F: 3 clusters Score -8466219 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -8470163.000000 Penalty: 5498.266602
	Iteration 7F: 3 clusters Score -8470163 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -8475085.000000 Penalty: 5498.266602
	Iteration 8F: 3 clusters Score -8475085 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -8479155.000000 Penalty: 5498.266602
	Iteration 9F: 3 clusters Score -8479155 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8481654.000000 Penalty: 5498.266602
	Iteration 10Q: 3 clusters Score -8481654 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -8482934.000000 Penalty: 5498.266602
	Iteration 11Q: 3 clusters Score -8482934 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -8483472.000000 Penalty: 5498.266602
	Iteration 12Q: 3 clusters Score -8483472 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -8483705.000000 Penalty: 5498.266602
	Iteration 13Q: 3 clusters Score -8483705 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -8483813.000000 Penalty: 5498.266602
	Iteration 14Q: 3 clusters Score -8483813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -8483877.000000 Penalty: 5498.266602
	Iteration 15Q: 3 clusters Score -8483877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -8483926.000000 Penalty: 5498.266602
	Iteration 16Q: 3 clusters Score -8483926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -8483954.000000 Penalty: 5498.266602
	Iteration 17Q: 3 clusters Score -8483954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8483978.000000 Penalty: 5498.266602
	Iteration 18Q: 3 clusters Score -8483978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -8483983.000000 Penalty: 5498.266602
	Iteration 19Q: 3 clusters Score -8483983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -8483991.000000 Penalty: 5498.266602
	Iteration 20F: 3 clusters Score -8483991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -8483994.000000 Penalty: 5498.266602
	Iteration 21Q: 3 clusters Score -8483994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8483995.000000 Penalty: 5498.266602
	Iteration 22Q: 3 clusters Score -8483995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8483995.000000 Penalty: 5498.266602
	Iteration 23F: 3 clusters Score -8483995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Entering Unmasked Estep 
Score: -27225068.000000 Penalty: 3029.206299
	Iteration 0F: 2 clusters Score -2.722507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -27114732.000000 Penalty: 6058.412598
	Iteration 0F: 3 clusters Score -2.711473e+07 nChanged 97138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -27171508.000000 Penalty: 6058.412598
	Iteration 1F: 3 clusters Score -2.717151e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -27173292.000000 Penalty: 6058.412598
	Iteration 2Q: 3 clusters Score -2.717329e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -27176562.000000 Penalty: 6058.412598
	Iteration 3Q: 3 clusters Score -2.717656e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -27181690.000000 Penalty: 6058.412598
	Iteration 4F: 3 clusters Score -2.718169e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -27189946.000000 Penalty: 6058.412598
	Iteration 5F: 3 clusters Score -2.718995e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141131 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -27201112.000000 Penalty: 6058.412598
	Iteration 6F: 3 clusters Score -2.720111e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -27212076.000000 Penalty: 6058.412598
	Iteration 7F: 3 clusters Score -2.721208e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -27220178.000000 Penalty: 6058.412598
	Iteration 8F: 3 clusters Score -2.722018e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165259 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -27224472.000000 Penalty: 6058.412598
	Iteration 9Q: 3 clusters Score -2.722447e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168588 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -27226240.000000 Penalty: 6058.412598
	Iteration 10Q: 3 clusters Score -2.722624e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -27227042.000000 Penalty: 6058.412598
	Iteration 11Q: 3 clusters Score -2.722704e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -27227502.000000 Penalty: 6058.412598
	Iteration 12Q: 3 clusters Score -2.72275e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -27227866.000000 Penalty: 6058.412598
	Iteration 13Q: 3 clusters Score -2.722787e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -27228114.000000 Penalty: 6058.412598
	Iteration 14Q: 3 clusters Score -2.722811e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -27228054.000000 Penalty: 6058.412598
	Iteration 15Q: 3 clusters Score -2.722805e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -27227942.000000 Penalty: 6058.412598
	Iteration 16Q: 3 clusters Score -2.722794e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -27227724.000000 Penalty: 6058.412598
	Iteration 17Q: 3 clusters Score -2.722772e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -27227534.000000 Penalty: 6058.412598
	Iteration 18Q: 3 clusters Score -2.722753e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188758 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -27226980.000000 Penalty: 6058.412598
	Iteration 19Q: 3 clusters Score -2.722698e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190247 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -27226648.000000 Penalty: 6058.412598
	Iteration 20F: 3 clusters Score -2.722665e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191568 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -27226358.000000 Penalty: 6058.412598
	Iteration 21Q: 3 clusters Score -2.722636e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192784 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -27226264.000000 Penalty: 6058.412598
	Iteration 22Q: 3 clusters Score -2.722626e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -27225930.000000 Penalty: 6058.412598
	Iteration 23Q: 3 clusters Score -2.722593e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194813 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -27225858.000000 Penalty: 6058.412598
	Iteration 24Q: 3 clusters Score -2.722586e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195635 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -27225560.000000 Penalty: 6058.412598
	Iteration 25Q: 3 clusters Score -2.722556e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196283 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -27225416.000000 Penalty: 6058.412598
	Iteration 26Q: 3 clusters Score -2.722542e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -27225220.000000 Penalty: 6058.412598
	Iteration 27Q: 3 clusters Score -2.722522e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197325 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -27225032.000000 Penalty: 6058.412598
	Iteration 28Q: 3 clusters Score -2.722503e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -27224842.000000 Penalty: 6058.412598
	Iteration 29Q: 3 clusters Score -2.722484e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198099 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -27224692.000000 Penalty: 6058.412598
	Iteration 30Q: 3 clusters Score -2.722469e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198368 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -27224624.000000 Penalty: 6058.412598
	Iteration 31Q: 3 clusters Score -2.722462e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198601 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -27224540.000000 Penalty: 6058.412598
	Iteration 32Q: 3 clusters Score -2.722454e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198800 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -27224474.000000 Penalty: 6058.412598
	Iteration 33Q: 3 clusters Score -2.722447e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198945 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -27224392.000000 Penalty: 6058.412598
	Iteration 34Q: 3 clusters Score -2.722439e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -27224406.000000 Penalty: 6058.412598
	Iteration 35Q: 3 clusters Score -2.722441e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -27224352.000000 Penalty: 6058.412598
	Iteration 36Q: 3 clusters Score -2.722435e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199276 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -27224288.000000 Penalty: 6058.412598
	Iteration 37Q: 3 clusters Score -2.722429e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27224250.000000 Penalty: 6058.412598
	Iteration 38Q: 3 clusters Score -2.722425e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199416 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -27224240.000000 Penalty: 6058.412598
	Iteration 39Q: 3 clusters Score -2.722424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199469 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -27224180.000000 Penalty: 6058.412598
	Iteration 40F: 3 clusters Score -2.722418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199510 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -27224176.000000 Penalty: 6058.412598
	Iteration 41Q: 3 clusters Score -2.722418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -27224172.000000 Penalty: 6058.412598
	Iteration 42Q: 3 clusters Score -2.722417e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199580 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -27224140.000000 Penalty: 6058.412598
	Iteration 43Q: 3 clusters Score -2.722414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -27224138.000000 Penalty: 6058.412598
	Iteration 44Q: 3 clusters Score -2.722414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -27224132.000000 Penalty: 6058.412598
	Iteration 45Q: 3 clusters Score -2.722413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199667 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -27224116.000000 Penalty: 6058.412598
	Iteration 46Q: 3 clusters Score -2.722412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199682 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -27224106.000000 Penalty: 6058.412598
	Iteration 47Q: 3 clusters Score -2.722411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199695 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -27224090.000000 Penalty: 6058.412598
	Iteration 48Q: 3 clusters Score -2.722409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -27224074.000000 Penalty: 6058.412598
	Iteration 49Q: 3 clusters Score -2.722407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199718 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -27224062.000000 Penalty: 6058.412598
	Iteration 50Q: 3 clusters Score -2.722406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199726 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -27224060.000000 Penalty: 6058.412598
	Iteration 51Q: 3 clusters Score -2.722406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199738 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -27224070.000000 Penalty: 6058.412598
	Iteration 52Q: 3 clusters Score -2.722407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199752 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -27224060.000000 Penalty: 6058.412598
	Iteration 53Q: 3 clusters Score -2.722406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199759 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -27224066.000000 Penalty: 6058.412598
	Iteration 54Q: 3 clusters Score -2.722407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199766 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -27224080.000000 Penalty: 6058.412598
	Iteration 55Q: 3 clusters Score -2.722408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199772 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -27224062.000000 Penalty: 6058.412598
	Iteration 56Q: 3 clusters Score -2.722406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199777 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -27224048.000000 Penalty: 6058.412598
	Iteration 57Q: 3 clusters Score -2.722405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -27224068.000000 Penalty: 6058.412598
	Iteration 58Q: 3 clusters Score -2.722407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199782 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -27224062.000000 Penalty: 6058.412598
	Iteration 59Q: 3 clusters Score -2.722406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199784 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -27224070.000000 Penalty: 6058.412598
	Iteration 60F: 3 clusters Score -2.722407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199789 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -27224066.000000 Penalty: 6058.412598
	Iteration 61Q: 3 clusters Score -2.722407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -27224064.000000 Penalty: 6058.412598
	Iteration 62Q: 3 clusters Score -2.722406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199802 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -27224044.000000 Penalty: 6058.412598
	Iteration 63Q: 3 clusters Score -2.722404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199806 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -27224054.000000 Penalty: 6058.412598
	Iteration 64Q: 3 clusters Score -2.722405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199811 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -27224050.000000 Penalty: 6058.412598
	Iteration 65Q: 3 clusters Score -2.722405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199816 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -27224036.000000 Penalty: 6058.412598
	Iteration 66Q: 3 clusters Score -2.722404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -27224034.000000 Penalty: 6058.412598
	Iteration 67Q: 3 clusters Score -2.722403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -27224026.000000 Penalty: 6058.412598
	Iteration 68Q: 3 clusters Score -2.722403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -27224026.000000 Penalty: 6058.412598
	Iteration 69F: 3 clusters Score -2.722403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1890733.125000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -1890733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1880221.250000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -1880221 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1883608.875000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -1883609 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1884021.000000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -1884021 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1884366.000000 Penalty: 4752.658691
	Iteration 3F: 3 clusters Score -1884366 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1884698.125000 Penalty: 4752.658691
	Iteration 4Q: 3 clusters Score -1884698 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1884995.750000 Penalty: 4752.658691
	Iteration 5Q: 3 clusters Score -1884996 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1885345.125000 Penalty: 4752.658691
	Iteration 6Q: 3 clusters Score -1885345 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1885777.625000 Penalty: 4752.658691
	Iteration 7Q: 3 clusters Score -1885778 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1886275.000000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -1886275 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1886757.500000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -1886758 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1887190.500000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -1887190 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1887548.250000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -1887548 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1887808.375000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -1887808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1887984.625000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -1887985 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1888107.375000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -1888107 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1888213.875000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -1888214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1888285.250000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -1888285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1888347.375000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -1888347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1888398.625000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -1888399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1888439.000000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -1888439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1888478.750000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -1888479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1888508.500000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -1888508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1888535.250000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -1888535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1888553.000000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -1888553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1888578.500000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -1888578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1888595.000000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -1888595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1888606.250000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -1888606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1888620.000000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -1888620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1888634.250000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -1888634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1888638.875000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -1888639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1888642.500000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -1888642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1888646.125000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -1888646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1888653.625000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -1888654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1888654.375000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -1888654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1888655.500000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -1888656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1888656.625000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -1888657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1888658.750000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -1888659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1888665.125000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -1888665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1888668.500000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -1888668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1888673.500000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -1888674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1888676.500000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -1888676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1888678.000000 Penalty: 4752.658691
	Iteration 41Q: 3 clusters Score -1888678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1888685.625000 Penalty: 4752.658691
	Iteration 42Q: 3 clusters Score -1888686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1888687.125000 Penalty: 4752.658691
	Iteration 43Q: 3 clusters Score -1888687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1888691.000000 Penalty: 4752.658691
	Iteration 44Q: 3 clusters Score -1888691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1888698.000000 Penalty: 4752.658691
	Iteration 45Q: 3 clusters Score -1888698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1888696.750000 Penalty: 4752.658691
	Iteration 46Q: 3 clusters Score -1888697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1888701.250000 Penalty: 4752.658691
	Iteration 47Q: 3 clusters Score -1888701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1888701.250000 Penalty: 4752.658691
	Iteration 48Q: 3 clusters Score -1888701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1888703.875000 Penalty: 4752.658691
	Iteration 49Q: 3 clusters Score -1888704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1888703.875000 Penalty: 4752.658691
	Iteration 50F: 3 clusters Score -1888704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237996 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 157504 members 
Mstep: Class 9 contains 187913 members 
Mstep: Class 11 contains 35875 members 
Mstep: Class 12 contains 162744 members 
Mstep: Class 13 contains 126023 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 121874 members 
Mstep: Class 18 contains 40828 members 
Mstep: Class 19 contains 65200 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 14501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327520.000000 Penalty: 70089.187500
Iteration 119Q: 21 clusters Score -1.803275e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237897 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1410 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 4094 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 157520 members 
Mstep: Class 9 contains 188047 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 35931 members 
Mstep: Class 12 contains 162741 members 
Mstep: Class 13 contains 126036 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 121785 members 
Mstep: Class 18 contains 40813 members 
Mstep: Class 19 contains 65197 members 
Mstep: Class 20 contains 201694 members 
Mstep: Class 21 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327136.000000 Penalty: 70089.187500
Iteration 120F: 21 clusters Score -1.803271e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237766 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 157555 members 
Mstep: Class 9 contains 188175 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 35980 members 
Mstep: Class 12 contains 162755 members 
Mstep: Class 13 contains 126052 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 121702 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 65200 members 
Mstep: Class 20 contains 201683 members 
Mstep: Class 21 contains 14490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327200.000000 Penalty: 70089.187500
Iteration 121Q: 21 clusters Score -1.803272e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 157598 members 
Mstep: Class 9 contains 188255 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36040 members 
Mstep: Class 12 contains 162758 members 
Mstep: Class 13 contains 126073 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 121632 members 
Mstep: Class 18 contains 40783 members 
Mstep: Class 19 contains 65208 members 
Mstep: Class 20 contains 201670 members 
Mstep: Class 21 contains 14484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327216.000000 Penalty: 70089.187500
Iteration 122Q: 21 clusters Score -1.803272e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237565 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4101 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157649 members 
Mstep: Class 9 contains 188313 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36100 members 
Mstep: Class 12 contains 162753 members 
Mstep: Class 13 contains 126087 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 121568 members 
Mstep: Class 18 contains 40767 members 
Mstep: Class 19 contains 65198 members 
Mstep: Class 20 contains 201677 members 
Mstep: Class 21 contains 14480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327056.000000 Penalty: 70089.187500
Iteration 123Q: 21 clusters Score -1.803271e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237472 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157703 members 
Mstep: Class 9 contains 188388 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 162749 members 
Mstep: Class 13 contains 126095 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6660 members 
Mstep: Class 17 contains 121506 members 
Mstep: Class 18 contains 40748 members 
Mstep: Class 19 contains 65184 members 
Mstep: Class 20 contains 201682 members 
Mstep: Class 21 contains 14471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327168.000000 Penalty: 70089.187500
Iteration 124Q: 21 clusters Score -1.803272e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237400 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157753 members 
Mstep: Class 9 contains 188428 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36225 members 
Mstep: Class 12 contains 162736 members 
Mstep: Class 13 contains 126113 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6658 members 
Mstep: Class 17 contains 121453 members 
Mstep: Class 18 contains 40724 members 
Mstep: Class 19 contains 65180 members 
Mstep: Class 20 contains 201675 members 
Mstep: Class 21 contains 14468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327040.000000 Penalty: 70089.187500
Iteration 125Q: 21 clusters Score -1.80327e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237336 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157812 members 
Mstep: Class 9 contains 188471 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36291 members 
Mstep: Class 12 contains 162718 members 
Mstep: Class 13 contains 126137 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 121371 members 
Mstep: Class 18 contains 40702 members 
Mstep: Class 19 contains 65177 members 
Mstep: Class 20 contains 201674 members 
Mstep: Class 21 contains 14468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326864.000000 Penalty: 70089.187500
Iteration 126Q: 21 clusters Score -1.803269e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237255 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157853 members 
Mstep: Class 9 contains 188507 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36363 members 
Mstep: Class 12 contains 162715 members 
Mstep: Class 13 contains 126144 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 121304 members 
Mstep: Class 18 contains 40686 members 
Mstep: Class 19 contains 65179 members 
Mstep: Class 20 contains 201682 members 
Mstep: Class 21 contains 14467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326784.000000 Penalty: 70089.187500
Iteration 127Q: 21 clusters Score -1.803268e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237176 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157879 members 
Mstep: Class 9 contains 188552 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36423 members 
Mstep: Class 12 contains 162702 members 
Mstep: Class 13 contains 126157 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 17 contains 121247 members 
Mstep: Class 18 contains 40684 members 
Mstep: Class 19 contains 65183 members 
Mstep: Class 20 contains 201683 members 
Mstep: Class 21 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326656.000000 Penalty: 70089.187500
Iteration 128Q: 21 clusters Score -1.803267e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237094 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4113 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157925 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36493 members 
Mstep: Class 12 contains 162677 members 
Mstep: Class 13 contains 126171 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 121191 members 
Mstep: Class 18 contains 40684 members 
Mstep: Class 19 contains 65193 members 
Mstep: Class 20 contains 201670 members 
Mstep: Class 21 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326656.000000 Penalty: 70089.187500
Iteration 129Q: 21 clusters Score -1.803267e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 237025 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157974 members 
Mstep: Class 9 contains 188619 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36557 members 
Mstep: Class 12 contains 162660 members 
Mstep: Class 13 contains 126165 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 121135 members 
Mstep: Class 18 contains 40683 members 
Mstep: Class 19 contains 65203 members 
Mstep: Class 20 contains 201666 members 
Mstep: Class 21 contains 14446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326688.000000 Penalty: 70089.187500
Iteration 130Q: 21 clusters Score -1.803267e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236925 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157992 members 
Mstep: Class 9 contains 188660 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36625 members 
Mstep: Class 12 contains 162667 members 
Mstep: Class 13 contains 126168 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 121069 members 
Mstep: Class 18 contains 40683 members 
Mstep: Class 19 contains 65215 members 
Mstep: Class 20 contains 201678 members 
Mstep: Class 21 contains 14445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326496.000000 Penalty: 70089.187500
Iteration 131Q: 21 clusters Score -1.803265e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236860 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 157990 members 
Mstep: Class 9 contains 188687 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36699 members 
Mstep: Class 12 contains 162665 members 
Mstep: Class 13 contains 126184 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 121004 members 
Mstep: Class 18 contains 40687 members 
Mstep: Class 19 contains 65227 members 
Mstep: Class 20 contains 201678 members 
Mstep: Class 21 contains 14443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326560.000000 Penalty: 70089.187500
Iteration 132Q: 21 clusters Score -1.803266e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236806 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 158013 members 
Mstep: Class 9 contains 188698 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36765 members 
Mstep: Class 12 contains 162665 members 
Mstep: Class 13 contains 126189 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 120932 members 
Mstep: Class 18 contains 40690 members 
Mstep: Class 19 contains 65233 members 
Mstep: Class 20 contains 201681 members 
Mstep: Class 21 contains 14443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326512.000000 Penalty: 70089.187500
Iteration 133Q: 21 clusters Score -1.803265e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236742 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 158011 members 
Mstep: Class 9 contains 188708 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36835 members 
Mstep: Class 12 contains 162675 members 
Mstep: Class 13 contains 126192 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 120875 members 
Mstep: Class 18 contains 40691 members 
Mstep: Class 19 contains 65239 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 14443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326464.000000 Penalty: 70089.187500
Iteration 134Q: 21 clusters Score -1.803265e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236700 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 158008 members 
Mstep: Class 9 contains 188720 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36898 members 
Mstep: Class 12 contains 162672 members 
Mstep: Class 13 contains 126207 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 120819 members 
Mstep: Class 18 contains 40695 members 
Mstep: Class 19 contains 65243 members 
Mstep: Class 20 contains 201707 members 
Mstep: Class 21 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326576.000000 Penalty: 70089.187500
Iteration 135Q: 21 clusters Score -1.803266e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236666 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 158005 members 
Mstep: Class 9 contains 188745 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 162656 members 
Mstep: Class 13 contains 126211 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 120777 members 
Mstep: Class 18 contains 40692 members 
Mstep: Class 19 contains 65247 members 
Mstep: Class 20 contains 201711 members 
Mstep: Class 21 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326656.000000 Penalty: 70089.187500
Iteration 136Q: 21 clusters Score -1.803267e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 158001 members 
Mstep: Class 9 contains 188772 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 36999 members 
Mstep: Class 12 contains 162649 members 
Mstep: Class 13 contains 126219 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 120722 members 
Mstep: Class 18 contains 40686 members 
Mstep: Class 19 contains 65256 members 
Mstep: Class 20 contains 201704 members 
Mstep: Class 21 contains 14438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326480.000000 Penalty: 70089.187500
Iteration 137Q: 21 clusters Score -1.803265e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236642 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1427 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 158010 members 
Mstep: Class 9 contains 188822 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37060 members 
Mstep: Class 12 contains 162645 members 
Mstep: Class 13 contains 126200 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 120676 members 
Mstep: Class 18 contains 40672 members 
Mstep: Class 19 contains 65254 members 
Mstep: Class 20 contains 201684 members 
Mstep: Class 21 contains 14436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 21 clusters Score -1.803263e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236609 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 158035 members 
Mstep: Class 9 contains 188879 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37116 members 
Mstep: Class 12 contains 162635 members 
Mstep: Class 13 contains 126189 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 120612 members 
Mstep: Class 18 contains 40660 members 
Mstep: Class 19 contains 65262 members 
Mstep: Class 20 contains 201659 members 
Mstep: Class 21 contains 14439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326288.000000 Penalty: 70089.187500
Iteration 139Q: 21 clusters Score -1.803263e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 158042 members 
Mstep: Class 9 contains 188906 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37158 members 
Mstep: Class 12 contains 162639 members 
Mstep: Class 13 contains 126195 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 120563 members 
Mstep: Class 18 contains 40647 members 
Mstep: Class 19 contains 65267 members 
Mstep: Class 20 contains 201655 members 
Mstep: Class 21 contains 14439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 140F: 21 clusters Score -1.803261e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236551 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 158066 members 
Mstep: Class 9 contains 188943 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37204 members 
Mstep: Class 12 contains 162626 members 
Mstep: Class 13 contains 126194 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 120507 members 
Mstep: Class 18 contains 40638 members 
Mstep: Class 19 contains 65267 members 
Mstep: Class 20 contains 201647 members 
Mstep: Class 21 contains 14439 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.803262e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236531 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158098 members 
Mstep: Class 9 contains 188960 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37255 members 
Mstep: Class 12 contains 162610 members 
Mstep: Class 13 contains 126187 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120462 members 
Mstep: Class 18 contains 40635 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 201635 members 
Mstep: Class 21 contains 14437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326144.000000 Penalty: 70089.187500
Iteration 142Q: 21 clusters Score -1.803261e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236512 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158128 members 
Mstep: Class 9 contains 188962 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37304 members 
Mstep: Class 12 contains 162613 members 
Mstep: Class 13 contains 126178 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120418 members 
Mstep: Class 18 contains 40635 members 
Mstep: Class 19 contains 65268 members 
Mstep: Class 20 contains 201620 members 
Mstep: Class 21 contains 14435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326192.000000 Penalty: 70089.187500
Iteration 143Q: 21 clusters Score -1.803262e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236474 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158151 members 
Mstep: Class 9 contains 188977 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37342 members 
Mstep: Class 12 contains 162618 members 
Mstep: Class 13 contains 126169 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 120378 members 
Mstep: Class 18 contains 40639 members 
Mstep: Class 19 contains 65263 members 
Mstep: Class 20 contains 201618 members 
Mstep: Class 21 contains 14433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326336.000000 Penalty: 70089.187500
Iteration 144Q: 21 clusters Score -1.803263e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236430 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158186 members 
Mstep: Class 9 contains 188981 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37382 members 
Mstep: Class 12 contains 162631 members 
Mstep: Class 13 contains 126170 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 120328 members 
Mstep: Class 18 contains 40638 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 201614 members 
Mstep: Class 21 contains 14429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326352.000000 Penalty: 70089.187500
Iteration 145Q: 21 clusters Score -1.803264e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236400 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158224 members 
Mstep: Class 9 contains 188987 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37440 members 
Mstep: Class 12 contains 162631 members 
Mstep: Class 13 contains 126170 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6706 members 
Mstep: Class 17 contains 120286 members 
Mstep: Class 18 contains 40635 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 201588 members 
Mstep: Class 21 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326432.000000 Penalty: 70089.187500
Iteration 146Q: 21 clusters Score -1.803264e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236376 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158245 members 
Mstep: Class 9 contains 188967 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37488 members 
Mstep: Class 12 contains 162633 members 
Mstep: Class 13 contains 126168 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 120262 members 
Mstep: Class 18 contains 40636 members 
Mstep: Class 19 contains 65265 members 
Mstep: Class 20 contains 201588 members 
Mstep: Class 21 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326320.000000 Penalty: 70089.187500
Iteration 147Q: 21 clusters Score -1.803263e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236351 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158277 members 
Mstep: Class 9 contains 188940 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37529 members 
Mstep: Class 12 contains 162638 members 
Mstep: Class 13 contains 126160 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 120246 members 
Mstep: Class 18 contains 40633 members 
Mstep: Class 19 contains 65267 members 
Mstep: Class 20 contains 201584 members 
Mstep: Class 21 contains 14431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326320.000000 Penalty: 70089.187500
Iteration 148Q: 21 clusters Score -1.803263e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236330 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158307 members 
Mstep: Class 9 contains 188916 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37565 members 
Mstep: Class 12 contains 162628 members 
Mstep: Class 13 contains 126158 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 120242 members 
Mstep: Class 18 contains 40631 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 201587 members 
Mstep: Class 21 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 149Q: 21 clusters Score -1.803261e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236318 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158327 members 
Mstep: Class 9 contains 188909 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37608 members 
Mstep: Class 12 contains 162612 members 
Mstep: Class 13 contains 126154 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 120234 members 
Mstep: Class 18 contains 40625 members 
Mstep: Class 19 contains 65267 members 
Mstep: Class 20 contains 201582 members 
Mstep: Class 21 contains 14426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326176.000000 Penalty: 70089.187500
Iteration 150Q: 21 clusters Score -1.803262e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236298 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158349 members 
Mstep: Class 9 contains 188909 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37637 members 
Mstep: Class 12 contains 162597 members 
Mstep: Class 13 contains 126153 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 120223 members 
Mstep: Class 18 contains 40624 members 
Mstep: Class 19 contains 65266 members 
Mstep: Class 20 contains 201575 members 
Mstep: Class 21 contains 14429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 151Q: 21 clusters Score -1.80326e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236268 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158356 members 
Mstep: Class 9 contains 188916 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 162591 members 
Mstep: Class 13 contains 126158 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 120209 members 
Mstep: Class 18 contains 40627 members 
Mstep: Class 19 contains 65273 members 
Mstep: Class 20 contains 201569 members 
Mstep: Class 21 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 152Q: 21 clusters Score -1.803261e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236252 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158371 members 
Mstep: Class 9 contains 188924 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37685 members 
Mstep: Class 12 contains 162588 members 
Mstep: Class 13 contains 126158 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 120196 members 
Mstep: Class 18 contains 40625 members 
Mstep: Class 19 contains 65274 members 
Mstep: Class 20 contains 201557 members 
Mstep: Class 21 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326064.000000 Penalty: 70089.187500
Iteration 153Q: 21 clusters Score -1.803261e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236220 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158386 members 
Mstep: Class 9 contains 188948 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37712 members 
Mstep: Class 12 contains 162581 members 
Mstep: Class 13 contains 126156 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120184 members 
Mstep: Class 18 contains 40620 members 
Mstep: Class 19 contains 65275 members 
Mstep: Class 20 contains 201553 members 
Mstep: Class 21 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 154Q: 21 clusters Score -1.803261e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236181 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158402 members 
Mstep: Class 9 contains 188977 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37739 members 
Mstep: Class 12 contains 162570 members 
Mstep: Class 13 contains 126155 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120165 members 
Mstep: Class 18 contains 40619 members 
Mstep: Class 19 contains 65279 members 
Mstep: Class 20 contains 201550 members 
Mstep: Class 21 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 155Q: 21 clusters Score -1.803262e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236148 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158405 members 
Mstep: Class 9 contains 188991 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37769 members 
Mstep: Class 12 contains 162568 members 
Mstep: Class 13 contains 126159 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120152 members 
Mstep: Class 18 contains 40616 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 201545 members 
Mstep: Class 21 contains 14423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326304.000000 Penalty: 70089.187500
Iteration 156Q: 21 clusters Score -1.803263e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236108 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158411 members 
Mstep: Class 9 contains 189025 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37800 members 
Mstep: Class 12 contains 162565 members 
Mstep: Class 13 contains 126156 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120131 members 
Mstep: Class 18 contains 40615 members 
Mstep: Class 19 contains 65289 members 
Mstep: Class 20 contains 201539 members 
Mstep: Class 21 contains 14423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326208.000000 Penalty: 70089.187500
Iteration 157Q: 21 clusters Score -1.803262e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236080 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1454 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158421 members 
Mstep: Class 9 contains 189052 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37828 members 
Mstep: Class 12 contains 162565 members 
Mstep: Class 13 contains 126148 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 120114 members 
Mstep: Class 18 contains 40613 members 
Mstep: Class 19 contains 65291 members 
Mstep: Class 20 contains 201530 members 
Mstep: Class 21 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 158Q: 21 clusters Score -1.803261e+08 nChanged 212
Entering ConstructFrom: 
Score: -180326080.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54752.855469 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54752.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55012.597656 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55012.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55115.035156 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55115.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55250.296875 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55250.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55329.144531 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55329.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55393.339844 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55393.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55458.550781 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55458.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55518.941406 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55518.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55566.410156 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55566.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55620.953125 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55620.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55656.808594 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55656.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55697.257812 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -55697.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55746.375000 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -55746.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55781.890625 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -55781.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55816.285156 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -55816.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55835.890625 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -55835.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55845.601562 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -55845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55861.882812 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -55861.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55887.308594 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -55887.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55912.992188 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -55912.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55922.566406 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -55922.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55930.824219 Penalty: 3079.460693
	Iteration 21Q: 3 clusters Score -55930.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55932.875000 Penalty: 3079.460693
	Iteration 22Q: 3 clusters Score -55932.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55932.875000 Penalty: 3079.460693
	Iteration 23F: 3 clusters Score -55932.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (236051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236051 members 
Entering Unmasked Estep 
Score: -31574730.000000 Penalty: 3068.207275
	Iteration 0F: 2 clusters Score -3.157473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -31428448.000000 Penalty: 6136.414551
	Iteration 0F: 3 clusters Score -3.142845e+07 nChanged 113672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -31494076.000000 Penalty: 6136.414551
	Iteration 1F: 3 clusters Score -3.149408e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -31495608.000000 Penalty: 6136.414551
	Iteration 2Q: 3 clusters Score -3.149561e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -31498112.000000 Penalty: 6136.414551
	Iteration 3Q: 3 clusters Score -3.149811e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -31502064.000000 Penalty: 6136.414551
	Iteration 4Q: 3 clusters Score -3.150206e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -31508382.000000 Penalty: 6136.414551
	Iteration 5F: 3 clusters Score -3.150838e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -31518888.000000 Penalty: 6136.414551
	Iteration 6F: 3 clusters Score -3.151889e+07 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -31535380.000000 Penalty: 6136.414551
	Iteration 7F: 3 clusters Score -3.153538e+07 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -31553504.000000 Penalty: 6136.414551
	Iteration 8F: 3 clusters Score -3.15535e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 176910 members 
Entering Unmasked Estep 
Score: -31564602.000000 Penalty: 6136.414551
	Iteration 9F: 3 clusters Score -3.15646e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -31568592.000000 Penalty: 6136.414551
	Iteration 10Q: 3 clusters Score -3.156859e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 185466 members 
Entering Unmasked Estep 
Score: -31571074.000000 Penalty: 6136.414551
	Iteration 11Q: 3 clusters Score -3.157107e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 189658 members 
Entering Unmasked Estep 
Score: -31573004.000000 Penalty: 6136.414551
	Iteration 12Q: 3 clusters Score -3.1573e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -31574510.000000 Penalty: 6136.414551
	Iteration 13Q: 3 clusters Score -3.157451e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 197326 members 
Entering Unmasked Estep 
Score: -31575670.000000 Penalty: 6136.414551
	Iteration 14Q: 3 clusters Score -3.157567e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 200721 members 
Entering Unmasked Estep 
Score: -31576176.000000 Penalty: 6136.414551
	Iteration 15Q: 3 clusters Score -3.157618e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 203762 members 
Entering Unmasked Estep 
Score: -31576472.000000 Penalty: 6136.414551
	Iteration 16Q: 3 clusters Score -3.157647e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 206609 members 
Entering Unmasked Estep 
Score: -31576616.000000 Penalty: 6136.414551
	Iteration 17Q: 3 clusters Score -3.157662e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 209135 members 
Entering Unmasked Estep 
Score: -31576532.000000 Penalty: 6136.414551
	Iteration 18Q: 3 clusters Score -3.157653e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 211374 members 
Entering Unmasked Estep 
Score: -31576586.000000 Penalty: 6136.414551
	Iteration 19Q: 3 clusters Score -3.157659e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 213379 members 
Entering Unmasked Estep 
Score: -31576464.000000 Penalty: 6136.414551
	Iteration 20F: 3 clusters Score -3.157646e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 215180 members 
Entering Unmasked Estep 
Score: -31576208.000000 Penalty: 6136.414551
	Iteration 21Q: 3 clusters Score -3.157621e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 216811 members 
Entering Unmasked Estep 
Score: -31575994.000000 Penalty: 6136.414551
	Iteration 22Q: 3 clusters Score -3.157599e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 218310 members 
Entering Unmasked Estep 
Score: -31575806.000000 Penalty: 6136.414551
	Iteration 23Q: 3 clusters Score -3.157581e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 219607 members 
Entering Unmasked Estep 
Score: -31575698.000000 Penalty: 6136.414551
	Iteration 24Q: 3 clusters Score -3.15757e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 220735 members 
Entering Unmasked Estep 
Score: -31575526.000000 Penalty: 6136.414551
	Iteration 25Q: 3 clusters Score -3.157553e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 221724 members 
Entering Unmasked Estep 
Score: -31575272.000000 Penalty: 6136.414551
	Iteration 26Q: 3 clusters Score -3.157527e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 222577 members 
Entering Unmasked Estep 
Score: -31575100.000000 Penalty: 6136.414551
	Iteration 27Q: 3 clusters Score -3.15751e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 223382 members 
Entering Unmasked Estep 
Score: -31574928.000000 Penalty: 6136.414551
	Iteration 28Q: 3 clusters Score -3.157493e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 224115 members 
Entering Unmasked Estep 
Score: -31574774.000000 Penalty: 6136.414551
	Iteration 29Q: 3 clusters Score -3.157477e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -31574744.000000 Penalty: 6136.414551
	Iteration 30Q: 3 clusters Score -3.157474e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 225384 members 
Entering Unmasked Estep 
Score: -31574620.000000 Penalty: 6136.414551
	Iteration 31Q: 3 clusters Score -3.157462e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 225947 members 
Entering Unmasked Estep 
Score: -31574530.000000 Penalty: 6136.414551
	Iteration 32Q: 3 clusters Score -3.157453e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 226441 members 
Entering Unmasked Estep 
Score: -31574612.000000 Penalty: 6136.414551
	Iteration 33Q: 3 clusters Score -3.157461e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 226881 members 
Entering Unmasked Estep 
Score: -31574488.000000 Penalty: 6136.414551
	Iteration 34Q: 3 clusters Score -3.157449e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 227287 members 
Entering Unmasked Estep 
Score: -31574396.000000 Penalty: 6136.414551
	Iteration 35Q: 3 clusters Score -3.15744e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 227667 members 
Entering Unmasked Estep 
Score: -31574254.000000 Penalty: 6136.414551
	Iteration 36Q: 3 clusters Score -3.157425e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 228006 members 
Entering Unmasked Estep 
Score: -31574170.000000 Penalty: 6136.414551
	Iteration 37Q: 3 clusters Score -3.157417e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 228331 members 
Entering Unmasked Estep 
Score: -31574152.000000 Penalty: 6136.414551
	Iteration 38Q: 3 clusters Score -3.157415e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -31574088.000000 Penalty: 6136.414551
	Iteration 39Q: 3 clusters Score -3.157409e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 228918 members 
Entering Unmasked Estep 
Score: -31574046.000000 Penalty: 6136.414551
	Iteration 40F: 3 clusters Score -3.157405e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 229171 members 
Entering Unmasked Estep 
Score: -31573972.000000 Penalty: 6136.414551
	Iteration 41Q: 3 clusters Score -3.157397e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 229421 members 
Entering Unmasked Estep 
Score: -31573972.000000 Penalty: 6136.414551
	Iteration 42Q: 3 clusters Score -3.157397e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 229658 members 
Entering Unmasked Estep 
Score: -31573984.000000 Penalty: 6136.414551
	Iteration 43Q: 3 clusters Score -3.157398e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 229872 members 
Entering Unmasked Estep 
Score: -31573900.000000 Penalty: 6136.414551
	Iteration 44Q: 3 clusters Score -3.15739e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 230064 members 
Entering Unmasked Estep 
Score: -31573828.000000 Penalty: 6136.414551
	Iteration 45Q: 3 clusters Score -3.157383e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 230261 members 
Entering Unmasked Estep 
Score: -31573890.000000 Penalty: 6136.414551
	Iteration 46Q: 3 clusters Score -3.157389e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 230443 members 
Entering Unmasked Estep 
Score: -31573812.000000 Penalty: 6136.414551
	Iteration 47Q: 3 clusters Score -3.157381e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 230630 members 
Entering Unmasked Estep 
Score: -31573772.000000 Penalty: 6136.414551
	Iteration 48Q: 3 clusters Score -3.157377e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 230788 members 
Entering Unmasked Estep 
Score: -31573740.000000 Penalty: 6136.414551
	Iteration 49Q: 3 clusters Score -3.157374e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 230932 members 
Entering Unmasked Estep 
Score: -31573768.000000 Penalty: 6136.414551
	Iteration 50Q: 3 clusters Score -3.157377e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -31573734.000000 Penalty: 6136.414551
	Iteration 51Q: 3 clusters Score -3.157373e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 231181 members 
Entering Unmasked Estep 
Score: -31573742.000000 Penalty: 6136.414551
	Iteration 52Q: 3 clusters Score -3.157374e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 231313 members 
Entering Unmasked Estep 
Score: -31573724.000000 Penalty: 6136.414551
	Iteration 53Q: 3 clusters Score -3.157372e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 231446 members 
Entering Unmasked Estep 
Score: -31573732.000000 Penalty: 6136.414551
	Iteration 54Q: 3 clusters Score -3.157373e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 231580 members 
Entering Unmasked Estep 
Score: -31573686.000000 Penalty: 6136.414551
	Iteration 55Q: 3 clusters Score -3.157369e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 231708 members 
Entering Unmasked Estep 
Score: -31573680.000000 Penalty: 6136.414551
	Iteration 56Q: 3 clusters Score -3.157368e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 231824 members 
Entering Unmasked Estep 
Score: -31573698.000000 Penalty: 6136.414551
	Iteration 57Q: 3 clusters Score -3.15737e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 231917 members 
Entering Unmasked Estep 
Score: -31573664.000000 Penalty: 6136.414551
	Iteration 58Q: 3 clusters Score -3.157366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 232015 members 
Entering Unmasked Estep 
Score: -31573608.000000 Penalty: 6136.414551
	Iteration 59Q: 3 clusters Score -3.157361e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -31573620.000000 Penalty: 6136.414551
	Iteration 60F: 3 clusters Score -3.157362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 232167 members 
Entering Unmasked Estep 
Score: -31573614.000000 Penalty: 6136.414551
	Iteration 61Q: 3 clusters Score -3.157361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 232246 members 
Entering Unmasked Estep 
Score: -31573610.000000 Penalty: 6136.414551
	Iteration 62Q: 3 clusters Score -3.157361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 232323 members 
Entering Unmasked Estep 
Score: -31573592.000000 Penalty: 6136.414551
	Iteration 63Q: 3 clusters Score -3.157359e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 232405 members 
Entering Unmasked Estep 
Score: -31573590.000000 Penalty: 6136.414551
	Iteration 64Q: 3 clusters Score -3.157359e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 232481 members 
Entering Unmasked Estep 
Score: -31573574.000000 Penalty: 6136.414551
	Iteration 65Q: 3 clusters Score -3.157357e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 232568 members 
Entering Unmasked Estep 
Score: -31573538.000000 Penalty: 6136.414551
	Iteration 66Q: 3 clusters Score -3.157354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 232662 members 
Entering Unmasked Estep 
Score: -31573536.000000 Penalty: 6136.414551
	Iteration 67Q: 3 clusters Score -3.157354e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 232742 members 
Entering Unmasked Estep 
Score: -31573506.000000 Penalty: 6136.414551
	Iteration 68Q: 3 clusters Score -3.157351e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 232811 members 
Entering Unmasked Estep 
Score: -31573496.000000 Penalty: 6136.414551
	Iteration 69Q: 3 clusters Score -3.15735e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 232887 members 
Entering Unmasked Estep 
Score: -31573442.000000 Penalty: 6136.414551
	Iteration 70Q: 3 clusters Score -3.157344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 232950 members 
Entering Unmasked Estep 
Score: -31573384.000000 Penalty: 6136.414551
	Iteration 71Q: 3 clusters Score -3.157338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 233021 members 
Entering Unmasked Estep 
Score: -31573386.000000 Penalty: 6136.414551
	Iteration 72Q: 3 clusters Score -3.157339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 233091 members 
Entering Unmasked Estep 
Score: -31573394.000000 Penalty: 6136.414551
	Iteration 73Q: 3 clusters Score -3.157339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 233149 members 
Entering Unmasked Estep 
Score: -31573350.000000 Penalty: 6136.414551
	Iteration 74Q: 3 clusters Score -3.157335e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 233214 members 
Entering Unmasked Estep 
Score: -31573348.000000 Penalty: 6136.414551
	Iteration 75Q: 3 clusters Score -3.157335e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 233281 members 
Entering Unmasked Estep 
Score: -31573356.000000 Penalty: 6136.414551
	Iteration 76Q: 3 clusters Score -3.157336e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 233344 members 
Entering Unmasked Estep 
Score: -31573302.000000 Penalty: 6136.414551
	Iteration 77Q: 3 clusters Score -3.15733e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 233424 members 
Entering Unmasked Estep 
Score: -31573258.000000 Penalty: 6136.414551
	Iteration 78Q: 3 clusters Score -3.157326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 233492 members 
Entering Unmasked Estep 
Score: -31573268.000000 Penalty: 6136.414551
	Iteration 79Q: 3 clusters Score -3.157327e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 233544 members 
Entering Unmasked Estep 
Score: -31573256.000000 Penalty: 6136.414551
	Iteration 80F: 3 clusters Score -3.157326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 233597 members 
Entering Unmasked Estep 
Score: -31573232.000000 Penalty: 6136.414551
	Iteration 81Q: 3 clusters Score -3.157323e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 233650 members 
Entering Unmasked Estep 
Score: -31573200.000000 Penalty: 6136.414551
	Iteration 82Q: 3 clusters Score -3.15732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 233696 members 
Entering Unmasked Estep 
Score: -31573206.000000 Penalty: 6136.414551
	Iteration 83Q: 3 clusters Score -3.157321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 233729 members 
Entering Unmasked Estep 
Score: -31573202.000000 Penalty: 6136.414551
	Iteration 84Q: 3 clusters Score -3.15732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 233761 members 
Entering Unmasked Estep 
Score: -31573204.000000 Penalty: 6136.414551
	Iteration 85Q: 3 clusters Score -3.15732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 233788 members 
Entering Unmasked Estep 
Score: -31573174.000000 Penalty: 6136.414551
	Iteration 86Q: 3 clusters Score -3.157317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 233804 members 
Entering Unmasked Estep 
Score: -31573184.000000 Penalty: 6136.414551
	Iteration 87Q: 3 clusters Score -3.157318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 233816 members 
Entering Unmasked Estep 
Score: -31573204.000000 Penalty: 6136.414551
	Iteration 88Q: 3 clusters Score -3.15732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 233828 members 
Entering Unmasked Estep 
Score: -31573182.000000 Penalty: 6136.414551
	Iteration 89Q: 3 clusters Score -3.157318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 233844 members 
Entering Unmasked Estep 
Score: -31573200.000000 Penalty: 6136.414551
	Iteration 90Q: 3 clusters Score -3.15732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 233859 members 
Entering Unmasked Estep 
Score: -31573192.000000 Penalty: 6136.414551
	Iteration 91Q: 3 clusters Score -3.157319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 233875 members 
Entering Unmasked Estep 
Score: -31573178.000000 Penalty: 6136.414551
	Iteration 92Q: 3 clusters Score -3.157318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 233884 members 
Entering Unmasked Estep 
Score: -31573154.000000 Penalty: 6136.414551
	Iteration 93Q: 3 clusters Score -3.157315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 233896 members 
Entering Unmasked Estep 
Score: -31573162.000000 Penalty: 6136.414551
	Iteration 94Q: 3 clusters Score -3.157316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 233914 members 
Entering Unmasked Estep 
Score: -31573120.000000 Penalty: 6136.414551
	Iteration 95Q: 3 clusters Score -3.157312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 233925 members 
Entering Unmasked Estep 
Score: -31573138.000000 Penalty: 6136.414551
	Iteration 96Q: 3 clusters Score -3.157314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 233938 members 
Entering Unmasked Estep 
Score: -31573128.000000 Penalty: 6136.414551
	Iteration 97Q: 3 clusters Score -3.157313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 233945 members 
Entering Unmasked Estep 
Score: -31573144.000000 Penalty: 6136.414551
	Iteration 98Q: 3 clusters Score -3.157314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 233952 members 
Entering Unmasked Estep 
Score: -31573126.000000 Penalty: 6136.414551
	Iteration 99Q: 3 clusters Score -3.157313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 233956 members 
Entering Unmasked Estep 
Score: -31573134.000000 Penalty: 6136.414551
	Iteration 100F: 3 clusters Score -3.157313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 233962 members 
Entering Unmasked Estep 
Score: -31573126.000000 Penalty: 6136.414551
	Iteration 101Q: 3 clusters Score -3.157313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 233970 members 
Entering Unmasked Estep 
Score: -31573120.000000 Penalty: 6136.414551
	Iteration 102Q: 3 clusters Score -3.157312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 233981 members 
Entering Unmasked Estep 
Score: -31573096.000000 Penalty: 6136.414551
	Iteration 103Q: 3 clusters Score -3.15731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 233989 members 
Entering Unmasked Estep 
Score: -31573120.000000 Penalty: 6136.414551
	Iteration 104Q: 3 clusters Score -3.157312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 234001 members 
Entering Unmasked Estep 
Score: -31573100.000000 Penalty: 6136.414551
	Iteration 105Q: 3 clusters Score -3.15731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 234016 members 
Entering Unmasked Estep 
Score: -31573096.000000 Penalty: 6136.414551
	Iteration 106Q: 3 clusters Score -3.15731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 234026 members 
Entering Unmasked Estep 
Score: -31573104.000000 Penalty: 6136.414551
	Iteration 107Q: 3 clusters Score -3.15731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 234033 members 
Entering Unmasked Estep 
Score: -31573120.000000 Penalty: 6136.414551
	Iteration 108Q: 3 clusters Score -3.157312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 234037 members 
Entering Unmasked Estep 
Score: -31573114.000000 Penalty: 6136.414551
	Iteration 109Q: 3 clusters Score -3.157311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 234040 members 
Entering Unmasked Estep 
Score: -31573088.000000 Penalty: 6136.414551
	Iteration 110Q: 3 clusters Score -3.157309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 234042 members 
Entering Unmasked Estep 
Score: -31573084.000000 Penalty: 6136.414551
	Iteration 111Q: 3 clusters Score -3.157308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 234045 members 
Entering Unmasked Estep 
Score: -31573088.000000 Penalty: 6136.414551
	Iteration 112Q: 3 clusters Score -3.157309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 234050 members 
Entering Unmasked Estep 
Score: -31573088.000000 Penalty: 6136.414551
	Iteration 113Q: 3 clusters Score -3.157309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 234054 members 
Entering Unmasked Estep 
Score: -31573072.000000 Penalty: 6136.414551
	Iteration 114Q: 3 clusters Score -3.157307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 234060 members 
Entering Unmasked Estep 
Score: -31573084.000000 Penalty: 6136.414551
	Iteration 115Q: 3 clusters Score -3.157308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 234063 members 
Entering Unmasked Estep 
Score: -31573076.000000 Penalty: 6136.414551
	Iteration 116Q: 3 clusters Score -3.157308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 234064 members 
Entering Unmasked Estep 
Score: -31573092.000000 Penalty: 6136.414551
	Iteration 117Q: 3 clusters Score -3.157309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 234065 members 
Entering Unmasked Estep 
Score: -31573078.000000 Penalty: 6136.414551
	Iteration 118Q: 3 clusters Score -3.157308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 234066 members 
Entering Unmasked Estep 
Score: -31573082.000000 Penalty: 6136.414551
	Iteration 119Q: 3 clusters Score -3.157308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 234066 members 
Entering Unmasked Estep 
Score: -31573082.000000 Penalty: 6136.414551
	Iteration 120F: 3 clusters Score -3.157308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70296.343750 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70296.34 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70576.625000 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70576.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70757.343750 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70757.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70868.804688 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -70868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70951.796875 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -70951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71061.734375 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -71061.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71162.343750 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -71162.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71195.695312 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -71195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71222.398438 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -71222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71252.625000 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -71252.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71277.640625 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -71277.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71300.468750 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71300.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71316.031250 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -71316.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71334.914062 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -71334.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71340.179688 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -71340.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71340.179688 Penalty: 3163.699219
	Iteration 15F: 3 clusters Score -71340.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -182516.781250 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -182516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180280.421875 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -180280.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180641.703125 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -180641.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180725.359375 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -180725.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180762.828125 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -180762.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180783.625000 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -180783.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180795.453125 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -180795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180804.906250 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -180804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -180815.281250 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -180815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180825.796875 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -180825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180832.671875 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -180832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180840.406250 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -180840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180844.046875 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -180844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180844.500000 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -180844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180844.656250 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -180844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180844.656250 Penalty: 3612.249512
	Iteration 14F: 3 clusters Score -180844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104626.132812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104626.1 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 430 members 
Entering Unmasked Estep 
Score: -102826.625000 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102826.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103167.554688 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103167.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103276.375000 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -103276.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103351.539062 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -103351.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103400.406250 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -103400.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103440.757812 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -103440.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103473.070312 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -103473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103488.445312 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -103488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103494.359375 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -103494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103496.992188 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -103497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103497.703125 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -103497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103498.687500 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -103498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103498.687500 Penalty: 3353.165527
	Iteration 12F: 3 clusters Score -103498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -525278.000000 Penalty: 2064.375244
	Iteration 0F: 2 clusters Score -525278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -521353.000000 Penalty: 4128.750488
	Iteration 0F: 3 clusters Score -521353 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -522187.187500 Penalty: 4128.750488
	Iteration 1F: 3 clusters Score -522187.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -522400.375000 Penalty: 4128.750488
	Iteration 2F: 3 clusters Score -522400.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -522523.218750 Penalty: 4128.750488
	Iteration 3F: 3 clusters Score -522523.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -522592.625000 Penalty: 4128.750488
	Iteration 4Q: 3 clusters Score -522592.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -522643.187500 Penalty: 4128.750488
	Iteration 5Q: 3 clusters Score -522643.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -522698.031250 Penalty: 4128.750488
	Iteration 6Q: 3 clusters Score -522698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -522758.906250 Penalty: 4128.750488
	Iteration 7Q: 3 clusters Score -522758.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -522807.531250 Penalty: 4128.750488
	Iteration 8Q: 3 clusters Score -522807.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -522854.625000 Penalty: 4128.750488
	Iteration 9Q: 3 clusters Score -522854.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -522896.406250 Penalty: 4128.750488
	Iteration 10Q: 3 clusters Score -522896.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -522939.218750 Penalty: 4128.750488
	Iteration 11Q: 3 clusters Score -522939.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -522972.875000 Penalty: 4128.750488
	Iteration 12Q: 3 clusters Score -522972.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -523004.656250 Penalty: 4128.750488
	Iteration 13Q: 3 clusters Score -523004.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -523037.750000 Penalty: 4128.750488
	Iteration 14Q: 3 clusters Score -523037.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -523069.656250 Penalty: 4128.750488
	Iteration 15Q: 3 clusters Score -523069.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -523101.531250 Penalty: 4128.750488
	Iteration 16Q: 3 clusters Score -523101.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -523137.968750 Penalty: 4128.750488
	Iteration 17Q: 3 clusters Score -523138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -523172.531250 Penalty: 4128.750488
	Iteration 18Q: 3 clusters Score -523172.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -523206.125000 Penalty: 4128.750488
	Iteration 19Q: 3 clusters Score -523206.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -523246.656250 Penalty: 4128.750488
	Iteration 20F: 3 clusters Score -523246.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -523297.375000 Penalty: 4128.750488
	Iteration 21Q: 3 clusters Score -523297.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -523349.937500 Penalty: 4128.750488
	Iteration 22Q: 3 clusters Score -523349.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -523404.968750 Penalty: 4128.750488
	Iteration 23Q: 3 clusters Score -523405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -523448.031250 Penalty: 4128.750488
	Iteration 24Q: 3 clusters Score -523448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -523506.343750 Penalty: 4128.750488
	Iteration 25Q: 3 clusters Score -523506.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -523557.937500 Penalty: 4128.750488
	Iteration 26Q: 3 clusters Score -523557.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -523600.375000 Penalty: 4128.750488
	Iteration 27Q: 3 clusters Score -523600.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -523640.562500 Penalty: 4128.750488
	Iteration 28Q: 3 clusters Score -523640.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -523667.843750 Penalty: 4128.750488
	Iteration 29Q: 3 clusters Score -523667.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -523687.500000 Penalty: 4128.750488
	Iteration 30Q: 3 clusters Score -523687.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -523700.468750 Penalty: 4128.750488
	Iteration 31Q: 3 clusters Score -523700.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -523714.500000 Penalty: 4128.750488
	Iteration 32Q: 3 clusters Score -523714.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -523729.500000 Penalty: 4128.750488
	Iteration 33Q: 3 clusters Score -523729.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -523738.593750 Penalty: 4128.750488
	Iteration 34Q: 3 clusters Score -523738.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -523746.656250 Penalty: 4128.750488
	Iteration 35Q: 3 clusters Score -523746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -523752.062500 Penalty: 4128.750488
	Iteration 36Q: 3 clusters Score -523752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -523759.500000 Penalty: 4128.750488
	Iteration 37Q: 3 clusters Score -523759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -523763.031250 Penalty: 4128.750488
	Iteration 38Q: 3 clusters Score -523763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -523764.406250 Penalty: 4128.750488
	Iteration 39Q: 3 clusters Score -523764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -523765.468750 Penalty: 4128.750488
	Iteration 40F: 3 clusters Score -523765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -523765.968750 Penalty: 4128.750488
	Iteration 41Q: 3 clusters Score -523766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -523768.375000 Penalty: 4128.750488
	Iteration 42Q: 3 clusters Score -523768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -523769.218750 Penalty: 4128.750488
	Iteration 43Q: 3 clusters Score -523769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -523770.937500 Penalty: 4128.750488
	Iteration 44Q: 3 clusters Score -523770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -523770.937500 Penalty: 4128.750488
	Iteration 45Q: 3 clusters Score -523770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -523770.937500 Penalty: 4128.750488
	Iteration 46F: 3 clusters Score -523770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -403518.687500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -403518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -400249.781250 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -400249.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -400963.375000 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -400963.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -401181.812500 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -401181.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -401317.468750 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -401317.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -401468.718750 Penalty: 3979.356689
	Iteration 4Q: 3 clusters Score -401468.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -401618.812500 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -401618.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -401771.687500 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -401771.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401881.156250 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -401881.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401969.125000 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -401969.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -402036.250000 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -402036.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -402086.187500 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -402086.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -402128.375000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -402128.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -402161.718750 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -402161.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -402191.312500 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -402191.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -402221.812500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -402221.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -402257.750000 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -402257.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -402291.156250 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -402291.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -402319.375000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -402319.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -402343.281250 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -402343.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -402367.156250 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -402367.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -402384.593750 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -402384.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -402398.437500 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -402398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -402412.843750 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -402412.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -402426.562500 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -402426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -402435.875000 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -402435.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -402447.562500 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -402447.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -402459.062500 Penalty: 3979.356689
	Iteration 26Q: 3 clusters Score -402459.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -402473.562500 Penalty: 3979.356689
	Iteration 27Q: 3 clusters Score -402473.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -402486.843750 Penalty: 3979.356689
	Iteration 28Q: 3 clusters Score -402486.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -402499.406250 Penalty: 3979.356689
	Iteration 29Q: 3 clusters Score -402499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402513.062500 Penalty: 3979.356689
	Iteration 30Q: 3 clusters Score -402513.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -402525.937500 Penalty: 3979.356689
	Iteration 31Q: 3 clusters Score -402525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -402538.093750 Penalty: 3979.356689
	Iteration 32Q: 3 clusters Score -402538.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -402552.562500 Penalty: 3979.356689
	Iteration 33Q: 3 clusters Score -402552.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -402569.937500 Penalty: 3979.356689
	Iteration 34Q: 3 clusters Score -402569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -402583.687500 Penalty: 3979.356689
	Iteration 35Q: 3 clusters Score -402583.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402596.312500 Penalty: 3979.356689
	Iteration 36Q: 3 clusters Score -402596.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -402605.875000 Penalty: 3979.356689
	Iteration 37Q: 3 clusters Score -402605.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -402623.875000 Penalty: 3979.356689
	Iteration 38Q: 3 clusters Score -402623.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -402641.562500 Penalty: 3979.356689
	Iteration 39Q: 3 clusters Score -402641.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -402663.687500 Penalty: 3979.356689
	Iteration 40F: 3 clusters Score -402663.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -402692.250000 Penalty: 3979.356689
	Iteration 41Q: 3 clusters Score -402692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -402712.375000 Penalty: 3979.356689
	Iteration 42Q: 3 clusters Score -402712.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402736.468750 Penalty: 3979.356689
	Iteration 43Q: 3 clusters Score -402736.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -402755.812500 Penalty: 3979.356689
	Iteration 44Q: 3 clusters Score -402755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -402769.812500 Penalty: 3979.356689
	Iteration 45Q: 3 clusters Score -402769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -402779.656250 Penalty: 3979.356689
	Iteration 46Q: 3 clusters Score -402779.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -402789.875000 Penalty: 3979.356689
	Iteration 47Q: 3 clusters Score -402789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -402799.937500 Penalty: 3979.356689
	Iteration 48Q: 3 clusters Score -402799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -402815.093750 Penalty: 3979.356689
	Iteration 49Q: 3 clusters Score -402815.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -402840.375000 Penalty: 3979.356689
	Iteration 50Q: 3 clusters Score -402840.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -402865.562500 Penalty: 3979.356689
	Iteration 51Q: 3 clusters Score -402865.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -402894.750000 Penalty: 3979.356689
	Iteration 52Q: 3 clusters Score -402894.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -402922.468750 Penalty: 3979.356689
	Iteration 53Q: 3 clusters Score -402922.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -402960.156250 Penalty: 3979.356689
	Iteration 54Q: 3 clusters Score -402960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -402990.312500 Penalty: 3979.356689
	Iteration 55Q: 3 clusters Score -402990.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -403020.968750 Penalty: 3979.356689
	Iteration 56Q: 3 clusters Score -403021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -403034.562500 Penalty: 3979.356689
	Iteration 57Q: 3 clusters Score -403034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -403041.187500 Penalty: 3979.356689
	Iteration 58Q: 3 clusters Score -403041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -403044.062500 Penalty: 3979.356689
	Iteration 59Q: 3 clusters Score -403044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -403046.093750 Penalty: 3979.356689
	Iteration 60F: 3 clusters Score -403046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -403049.437500 Penalty: 3979.356689
	Iteration 61Q: 3 clusters Score -403049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -403051.406250 Penalty: 3979.356689
	Iteration 62Q: 3 clusters Score -403051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -403052.937500 Penalty: 3979.356689
	Iteration 63Q: 3 clusters Score -403052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -403052.937500 Penalty: 3979.356689
	Iteration 64F: 3 clusters Score -403052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Entering Unmasked Estep 
Score: -21370394.000000 Penalty: 2969.333496
	Iteration 0F: 2 clusters Score -2.137039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -21266194.000000 Penalty: 5938.666992
	Iteration 0F: 3 clusters Score -2.126619e+07 nChanged 75667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -21310120.000000 Penalty: 5938.666992
	Iteration 1F: 3 clusters Score -2.131012e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -21310894.000000 Penalty: 5938.666992
	Iteration 2Q: 3 clusters Score -2.131089e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -21311784.000000 Penalty: 5938.666992
	Iteration 3Q: 3 clusters Score -2.131178e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -21313480.000000 Penalty: 5938.666992
	Iteration 4Q: 3 clusters Score -2.131348e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -21316436.000000 Penalty: 5938.666992
	Iteration 5Q: 3 clusters Score -2.131644e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -21321826.000000 Penalty: 5938.666992
	Iteration 6F: 3 clusters Score -2.132183e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -21331264.000000 Penalty: 5938.666992
	Iteration 7F: 3 clusters Score -2.133126e+07 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 133580 members 
Entering Unmasked Estep 
Score: -21344492.000000 Penalty: 5938.666992
	Iteration 8F: 3 clusters Score -2.134449e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -21357258.000000 Penalty: 5938.666992
	Iteration 9F: 3 clusters Score -2.135726e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -21364172.000000 Penalty: 5938.666992
	Iteration 10Q: 3 clusters Score -2.136417e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 157117 members 
Entering Unmasked Estep 
Score: -21366564.000000 Penalty: 5938.666992
	Iteration 11Q: 3 clusters Score -2.136656e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -21367312.000000 Penalty: 5938.666992
	Iteration 12Q: 3 clusters Score -2.136731e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -21367538.000000 Penalty: 5938.666992
	Iteration 13Q: 3 clusters Score -2.136754e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -21367664.000000 Penalty: 5938.666992
	Iteration 14Q: 3 clusters Score -2.136766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -21367698.000000 Penalty: 5938.666992
	Iteration 15Q: 3 clusters Score -2.13677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 158204 members 
Entering Unmasked Estep 
Score: -21367750.000000 Penalty: 5938.666992
	Iteration 16Q: 3 clusters Score -2.136775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -21367772.000000 Penalty: 5938.666992
	Iteration 17Q: 3 clusters Score -2.136777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -21367792.000000 Penalty: 5938.666992
	Iteration 18Q: 3 clusters Score -2.136779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158224 members 
Entering Unmasked Estep 
Score: -21367796.000000 Penalty: 5938.666992
	Iteration 19Q: 3 clusters Score -2.13678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -21367812.000000 Penalty: 5938.666992
	Iteration 20F: 3 clusters Score -2.136781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Entering Unmasked Estep 
Score: -25381712.000000 Penalty: 3013.147461
	Iteration 0F: 2 clusters Score -2.538171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -25259084.000000 Penalty: 6026.294922
	Iteration 0F: 3 clusters Score -2.525908e+07 nChanged 90611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -25312154.000000 Penalty: 6026.294922
	Iteration 1F: 3 clusters Score -2.531215e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -25313496.000000 Penalty: 6026.294922
	Iteration 2Q: 3 clusters Score -2.53135e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -25315560.000000 Penalty: 6026.294922
	Iteration 3Q: 3 clusters Score -2.531556e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -25318670.000000 Penalty: 6026.294922
	Iteration 4Q: 3 clusters Score -2.531867e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -25323148.000000 Penalty: 6026.294922
	Iteration 5Q: 3 clusters Score -2.532315e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -25329788.000000 Penalty: 6026.294922
	Iteration 6F: 3 clusters Score -2.532979e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -25338970.000000 Penalty: 6026.294922
	Iteration 7F: 3 clusters Score -2.533897e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -25348698.000000 Penalty: 6026.294922
	Iteration 8F: 3 clusters Score -2.53487e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 150262 members 
Entering Unmasked Estep 
Score: -25357180.000000 Penalty: 6026.294922
	Iteration 9F: 3 clusters Score -2.535718e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -25363490.000000 Penalty: 6026.294922
	Iteration 10Q: 3 clusters Score -2.536349e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -25367842.000000 Penalty: 6026.294922
	Iteration 11Q: 3 clusters Score -2.536784e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -25370908.000000 Penalty: 6026.294922
	Iteration 12Q: 3 clusters Score -2.537091e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -25373160.000000 Penalty: 6026.294922
	Iteration 13Q: 3 clusters Score -2.537316e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -25374960.000000 Penalty: 6026.294922
	Iteration 14Q: 3 clusters Score -2.537496e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -25376314.000000 Penalty: 6026.294922
	Iteration 15Q: 3 clusters Score -2.537631e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 180392 members 
Entering Unmasked Estep 
Score: -25377278.000000 Penalty: 6026.294922
	Iteration 16Q: 3 clusters Score -2.537728e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 181837 members 
Entering Unmasked Estep 
Score: -25377776.000000 Penalty: 6026.294922
	Iteration 17Q: 3 clusters Score -2.537778e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 182979 members 
Entering Unmasked Estep 
Score: -25378272.000000 Penalty: 6026.294922
	Iteration 18Q: 3 clusters Score -2.537827e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -25378686.000000 Penalty: 6026.294922
	Iteration 19Q: 3 clusters Score -2.537869e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -25378876.000000 Penalty: 6026.294922
	Iteration 20F: 3 clusters Score -2.537888e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -25378994.000000 Penalty: 6026.294922
	Iteration 21Q: 3 clusters Score -2.537899e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 185327 members 
Entering Unmasked Estep 
Score: -25379096.000000 Penalty: 6026.294922
	Iteration 22Q: 3 clusters Score -2.53791e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 185625 members 
Entering Unmasked Estep 
Score: -25379204.000000 Penalty: 6026.294922
	Iteration 23Q: 3 clusters Score -2.53792e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 185867 members 
Entering Unmasked Estep 
Score: -25379286.000000 Penalty: 6026.294922
	Iteration 24Q: 3 clusters Score -2.537929e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 186071 members 
Entering Unmasked Estep 
Score: -25379380.000000 Penalty: 6026.294922
	Iteration 25Q: 3 clusters Score -2.537938e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -25379408.000000 Penalty: 6026.294922
	Iteration 26Q: 3 clusters Score -2.537941e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -25379446.000000 Penalty: 6026.294922
	Iteration 27Q: 3 clusters Score -2.537945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 186429 members 
Entering Unmasked Estep 
Score: -25379516.000000 Penalty: 6026.294922
	Iteration 28Q: 3 clusters Score -2.537952e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -25379532.000000 Penalty: 6026.294922
	Iteration 29Q: 3 clusters Score -2.537953e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 186590 members 
Entering Unmasked Estep 
Score: -25379572.000000 Penalty: 6026.294922
	Iteration 30Q: 3 clusters Score -2.537957e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -25379570.000000 Penalty: 6026.294922
	Iteration 31Q: 3 clusters Score -2.537957e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 186713 members 
Entering Unmasked Estep 
Score: -25379574.000000 Penalty: 6026.294922
	Iteration 32Q: 3 clusters Score -2.537957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 186751 members 
Entering Unmasked Estep 
Score: -25379578.000000 Penalty: 6026.294922
	Iteration 33Q: 3 clusters Score -2.537958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 186790 members 
Entering Unmasked Estep 
Score: -25379608.000000 Penalty: 6026.294922
	Iteration 34Q: 3 clusters Score -2.537961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 186824 members 
Entering Unmasked Estep 
Score: -25379586.000000 Penalty: 6026.294922
	Iteration 35Q: 3 clusters Score -2.537959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 186843 members 
Entering Unmasked Estep 
Score: -25379560.000000 Penalty: 6026.294922
	Iteration 36Q: 3 clusters Score -2.537956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -25379560.000000 Penalty: 6026.294922
	Iteration 37Q: 3 clusters Score -2.537956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -25379576.000000 Penalty: 6026.294922
	Iteration 38Q: 3 clusters Score -2.537958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 186890 members 
Entering Unmasked Estep 
Score: -25379582.000000 Penalty: 6026.294922
	Iteration 39Q: 3 clusters Score -2.537958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 186905 members 
Entering Unmasked Estep 
Score: -25379612.000000 Penalty: 6026.294922
	Iteration 40F: 3 clusters Score -2.537961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -25379596.000000 Penalty: 6026.294922
	Iteration 41Q: 3 clusters Score -2.53796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 186924 members 
Entering Unmasked Estep 
Score: -25379594.000000 Penalty: 6026.294922
	Iteration 42Q: 3 clusters Score -2.537959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 186930 members 
Entering Unmasked Estep 
Score: -25379604.000000 Penalty: 6026.294922
	Iteration 43Q: 3 clusters Score -2.53796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 186939 members 
Entering Unmasked Estep 
Score: -25379628.000000 Penalty: 6026.294922
	Iteration 44Q: 3 clusters Score -2.537963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 186944 members 
Entering Unmasked Estep 
Score: -25379632.000000 Penalty: 6026.294922
	Iteration 45Q: 3 clusters Score -2.537963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 186960 members 
Entering Unmasked Estep 
Score: -25379634.000000 Penalty: 6026.294922
	Iteration 46Q: 3 clusters Score -2.537963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -25379624.000000 Penalty: 6026.294922
	Iteration 47Q: 3 clusters Score -2.537962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 186985 members 
Entering Unmasked Estep 
Score: -25379642.000000 Penalty: 6026.294922
	Iteration 48Q: 3 clusters Score -2.537964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 186995 members 
Entering Unmasked Estep 
Score: -25379670.000000 Penalty: 6026.294922
	Iteration 49Q: 3 clusters Score -2.537967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 187009 members 
Entering Unmasked Estep 
Score: -25379656.000000 Penalty: 6026.294922
	Iteration 50Q: 3 clusters Score -2.537966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -25379634.000000 Penalty: 6026.294922
	Iteration 51Q: 3 clusters Score -2.537963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -25379654.000000 Penalty: 6026.294922
	Iteration 52Q: 3 clusters Score -2.537965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 187035 members 
Entering Unmasked Estep 
Score: -25379660.000000 Penalty: 6026.294922
	Iteration 53Q: 3 clusters Score -2.537966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -25379666.000000 Penalty: 6026.294922
	Iteration 54Q: 3 clusters Score -2.537967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 187047 members 
Entering Unmasked Estep 
Score: -25379654.000000 Penalty: 6026.294922
	Iteration 55Q: 3 clusters Score -2.537965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 187051 members 
Entering Unmasked Estep 
Score: -25379652.000000 Penalty: 6026.294922
	Iteration 56Q: 3 clusters Score -2.537965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 187054 members 
Entering Unmasked Estep 
Score: -25379648.000000 Penalty: 6026.294922
	Iteration 57Q: 3 clusters Score -2.537965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 187058 members 
Entering Unmasked Estep 
Score: -25379644.000000 Penalty: 6026.294922
	Iteration 58Q: 3 clusters Score -2.537964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 187061 members 
Entering Unmasked Estep 
Score: -25379640.000000 Penalty: 6026.294922
	Iteration 59Q: 3 clusters Score -2.537964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -25379652.000000 Penalty: 6026.294922
	Iteration 60F: 3 clusters Score -2.537965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -25379658.000000 Penalty: 6026.294922
	Iteration 61Q: 3 clusters Score -2.537966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -25379646.000000 Penalty: 6026.294922
	Iteration 62Q: 3 clusters Score -2.537965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -25379652.000000 Penalty: 6026.294922
	Iteration 63Q: 3 clusters Score -2.537965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -25379628.000000 Penalty: 6026.294922
	Iteration 64Q: 3 clusters Score -2.537963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -25379634.000000 Penalty: 6026.294922
	Iteration 65Q: 3 clusters Score -2.537963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -25379644.000000 Penalty: 6026.294922
	Iteration 66Q: 3 clusters Score -2.537964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -25379642.000000 Penalty: 6026.294922
	Iteration 67Q: 3 clusters Score -2.537964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187075 members 
Entering Unmasked Estep 
Score: -25379638.000000 Penalty: 6026.294922
	Iteration 68Q: 3 clusters Score -2.537964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -25379634.000000 Penalty: 6026.294922
	Iteration 69Q: 3 clusters Score -2.537963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -25379634.000000 Penalty: 6026.294922
	Iteration 70F: 3 clusters Score -2.537963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116632.539062 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116632.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116883.992188 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117004.367188 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117004.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117075.054688 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -117075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117131.835938 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117131.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117191.132812 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117191.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117246.351562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117314.070312 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117314.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117368.164062 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117410.648438 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117410.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117446.109375 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117446.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117488.406250 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117505.828125 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117517.023438 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117532.546875 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117551.296875 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117551.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117582.382812 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117607.726562 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117626.273438 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117626.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117640.140625 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -117640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117651.734375 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -117651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117662.296875 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -117662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117677.437500 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -117677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117693.898438 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -117693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117702.156250 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -117702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117712.820312 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -117712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117735.554688 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -117735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117758.578125 Penalty: 3395.028320
	Iteration 27Q: 3 clusters Score -117758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117783.210938 Penalty: 3395.028320
	Iteration 28Q: 3 clusters Score -117783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117807.734375 Penalty: 3395.028320
	Iteration 29Q: 3 clusters Score -117807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117817.375000 Penalty: 3395.028320
	Iteration 30Q: 3 clusters Score -117817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117830.648438 Penalty: 3395.028320
	Iteration 31Q: 3 clusters Score -117830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117844.117188 Penalty: 3395.028320
	Iteration 32Q: 3 clusters Score -117844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117844.601562 Penalty: 3395.028320
	Iteration 33Q: 3 clusters Score -117844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117844.601562 Penalty: 3395.028320
	Iteration 34F: 3 clusters Score -117844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Entering Unmasked Estep 
Score: -4990133.000000 Penalty: 2614.322754
	Iteration 0F: 2 clusters Score -4990133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4964722.000000 Penalty: 5228.645508
	Iteration 0F: 3 clusters Score -4964722 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4973705.500000 Penalty: 5228.645508
	Iteration 1F: 3 clusters Score -4973706 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4974120.000000 Penalty: 5228.645508
	Iteration 2Q: 3 clusters Score -4974120 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4974492.000000 Penalty: 5228.645508
	Iteration 3Q: 3 clusters Score -4974492 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4974925.000000 Penalty: 5228.645508
	Iteration 4Q: 3 clusters Score -4974925 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4975421.500000 Penalty: 5228.645508
	Iteration 5Q: 3 clusters Score -4975422 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4975992.500000 Penalty: 5228.645508
	Iteration 6Q: 3 clusters Score -4975992 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4976642.500000 Penalty: 5228.645508
	Iteration 7Q: 3 clusters Score -4976642 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4977438.000000 Penalty: 5228.645508
	Iteration 8Q: 3 clusters Score -4977438 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4978510.000000 Penalty: 5228.645508
	Iteration 9Q: 3 clusters Score -4978510 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4979953.500000 Penalty: 5228.645508
	Iteration 10F: 3 clusters Score -4979954 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4981728.500000 Penalty: 5228.645508
	Iteration 11F: 3 clusters Score -4981728 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4983631.000000 Penalty: 5228.645508
	Iteration 12F: 3 clusters Score -4983631 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4985180.000000 Penalty: 5228.645508
	Iteration 13Q: 3 clusters Score -4985180 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4986291.500000 Penalty: 5228.645508
	Iteration 14Q: 3 clusters Score -4986292 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4986987.500000 Penalty: 5228.645508
	Iteration 15Q: 3 clusters Score -4986988 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4987342.500000 Penalty: 5228.645508
	Iteration 16Q: 3 clusters Score -4987342 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4987577.000000 Penalty: 5228.645508
	Iteration 17Q: 3 clusters Score -4987577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4987714.500000 Penalty: 5228.645508
	Iteration 18Q: 3 clusters Score -4987714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4987788.000000 Penalty: 5228.645508
	Iteration 19Q: 3 clusters Score -4987788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4987836.000000 Penalty: 5228.645508
	Iteration 20F: 3 clusters Score -4987836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4987866.000000 Penalty: 5228.645508
	Iteration 21Q: 3 clusters Score -4987866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4987886.500000 Penalty: 5228.645508
	Iteration 22Q: 3 clusters Score -4987886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -4987903.000000 Penalty: 5228.645508
	Iteration 23Q: 3 clusters Score -4987903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4987907.500000 Penalty: 5228.645508
	Iteration 24Q: 3 clusters Score -4987908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4987917.000000 Penalty: 5228.645508
	Iteration 25Q: 3 clusters Score -4987917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4987920.000000 Penalty: 5228.645508
	Iteration 26Q: 3 clusters Score -4987920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4987920.000000 Penalty: 5228.645508
	Iteration 27Q: 3 clusters Score -4987920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4987922.000000 Penalty: 5228.645508
	Iteration 28Q: 3 clusters Score -4987922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -4987932.500000 Penalty: 5228.645508
	Iteration 29Q: 3 clusters Score -4987932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4987942.000000 Penalty: 5228.645508
	Iteration 30Q: 3 clusters Score -4987942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4987948.500000 Penalty: 5228.645508
	Iteration 31Q: 3 clusters Score -4987948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -4987949.000000 Penalty: 5228.645508
	Iteration 32Q: 3 clusters Score -4987949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -4987953.500000 Penalty: 5228.645508
	Iteration 33Q: 3 clusters Score -4987954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4987957.500000 Penalty: 5228.645508
	Iteration 34Q: 3 clusters Score -4987958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4987957.500000 Penalty: 5228.645508
	Iteration 35F: 3 clusters Score -4987958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Entering Unmasked Estep 
Score: -21904946.000000 Penalty: 2975.719727
	Iteration 0F: 2 clusters Score -2.190495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -21798442.000000 Penalty: 5951.439453
	Iteration 0F: 3 clusters Score -2.179844e+07 nChanged 77895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -21843840.000000 Penalty: 5951.439453
	Iteration 1F: 3 clusters Score -2.184384e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -21844772.000000 Penalty: 5951.439453
	Iteration 2Q: 3 clusters Score -2.184477e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -21845640.000000 Penalty: 5951.439453
	Iteration 3Q: 3 clusters Score -2.184564e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -21846708.000000 Penalty: 5951.439453
	Iteration 4Q: 3 clusters Score -2.184671e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -21848188.000000 Penalty: 5951.439453
	Iteration 5Q: 3 clusters Score -2.184819e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -21850262.000000 Penalty: 5951.439453
	Iteration 6Q: 3 clusters Score -2.185026e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -21853486.000000 Penalty: 5951.439453
	Iteration 7Q: 3 clusters Score -2.185349e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -21858422.000000 Penalty: 5951.439453
	Iteration 8F: 3 clusters Score -2.185842e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -21865806.000000 Penalty: 5951.439453
	Iteration 9F: 3 clusters Score -2.186581e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -21875476.000000 Penalty: 5951.439453
	Iteration 10F: 3 clusters Score -2.187548e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -21884750.000000 Penalty: 5951.439453
	Iteration 11F: 3 clusters Score -2.188475e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -21890272.000000 Penalty: 5951.439453
	Iteration 12Q: 3 clusters Score -2.189027e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 129794 members 
Entering Unmasked Estep 
Score: -21892570.000000 Penalty: 5951.439453
	Iteration 13Q: 3 clusters Score -2.189257e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -21893878.000000 Penalty: 5951.439453
	Iteration 14Q: 3 clusters Score -2.189388e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 135150 members 
Entering Unmasked Estep 
Score: -21894930.000000 Penalty: 5951.439453
	Iteration 15Q: 3 clusters Score -2.189493e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -21895896.000000 Penalty: 5951.439453
	Iteration 16Q: 3 clusters Score -2.18959e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 139659 members 
Entering Unmasked Estep 
Score: -21896724.000000 Penalty: 5951.439453
	Iteration 17Q: 3 clusters Score -2.189672e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -21897522.000000 Penalty: 5951.439453
	Iteration 18Q: 3 clusters Score -2.189752e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -21898116.000000 Penalty: 5951.439453
	Iteration 19Q: 3 clusters Score -2.189812e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 145543 members 
Entering Unmasked Estep 
Score: -21898790.000000 Penalty: 5951.439453
	Iteration 20F: 3 clusters Score -2.189879e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -21899404.000000 Penalty: 5951.439453
	Iteration 21Q: 3 clusters Score -2.18994e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -21899984.000000 Penalty: 5951.439453
	Iteration 22Q: 3 clusters Score -2.189998e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -21900450.000000 Penalty: 5951.439453
	Iteration 23Q: 3 clusters Score -2.190045e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -21900802.000000 Penalty: 5951.439453
	Iteration 24Q: 3 clusters Score -2.19008e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 152836 members 
Entering Unmasked Estep 
Score: -21901220.000000 Penalty: 5951.439453
	Iteration 25Q: 3 clusters Score -2.190122e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -21901498.000000 Penalty: 5951.439453
	Iteration 26Q: 3 clusters Score -2.19015e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -21901796.000000 Penalty: 5951.439453
	Iteration 27Q: 3 clusters Score -2.19018e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -21901912.000000 Penalty: 5951.439453
	Iteration 28Q: 3 clusters Score -2.190191e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -21902064.000000 Penalty: 5951.439453
	Iteration 29Q: 3 clusters Score -2.190206e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -21902122.000000 Penalty: 5951.439453
	Iteration 30Q: 3 clusters Score -2.190212e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 157223 members 
Entering Unmasked Estep 
Score: -21902214.000000 Penalty: 5951.439453
	Iteration 31Q: 3 clusters Score -2.190221e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -21902336.000000 Penalty: 5951.439453
	Iteration 32Q: 3 clusters Score -2.190234e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -21902506.000000 Penalty: 5951.439453
	Iteration 33Q: 3 clusters Score -2.190251e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -21902502.000000 Penalty: 5951.439453
	Iteration 34Q: 3 clusters Score -2.19025e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -21902574.000000 Penalty: 5951.439453
	Iteration 35Q: 3 clusters Score -2.190257e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21902694.000000 Penalty: 5951.439453
	Iteration 36Q: 3 clusters Score -2.190269e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -21902764.000000 Penalty: 5951.439453
	Iteration 37Q: 3 clusters Score -2.190276e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -21902748.000000 Penalty: 5951.439453
	Iteration 38Q: 3 clusters Score -2.190275e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 159784 members 
Entering Unmasked Estep 
Score: -21902774.000000 Penalty: 5951.439453
	Iteration 39Q: 3 clusters Score -2.190277e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -21902762.000000 Penalty: 5951.439453
	Iteration 40F: 3 clusters Score -2.190276e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -21902756.000000 Penalty: 5951.439453
	Iteration 41Q: 3 clusters Score -2.190276e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -21902798.000000 Penalty: 5951.439453
	Iteration 42Q: 3 clusters Score -2.19028e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -21902832.000000 Penalty: 5951.439453
	Iteration 43Q: 3 clusters Score -2.190283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -21902804.000000 Penalty: 5951.439453
	Iteration 44Q: 3 clusters Score -2.19028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -21902818.000000 Penalty: 5951.439453
	Iteration 45Q: 3 clusters Score -2.190282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -21902838.000000 Penalty: 5951.439453
	Iteration 46Q: 3 clusters Score -2.190284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 160421 members 
Entering Unmasked Estep 
Score: -21902840.000000 Penalty: 5951.439453
	Iteration 47Q: 3 clusters Score -2.190284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -21902840.000000 Penalty: 5951.439453
	Iteration 48Q: 3 clusters Score -2.190284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -21902838.000000 Penalty: 5951.439453
	Iteration 49Q: 3 clusters Score -2.190284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -21902860.000000 Penalty: 5951.439453
	Iteration 50Q: 3 clusters Score -2.190286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -21902864.000000 Penalty: 5951.439453
	Iteration 51Q: 3 clusters Score -2.190286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -21902884.000000 Penalty: 5951.439453
	Iteration 52Q: 3 clusters Score -2.190288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -21902890.000000 Penalty: 5951.439453
	Iteration 53Q: 3 clusters Score -2.190289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -21902934.000000 Penalty: 5951.439453
	Iteration 54Q: 3 clusters Score -2.190293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 160651 members 
Entering Unmasked Estep 
Score: -21902904.000000 Penalty: 5951.439453
	Iteration 55Q: 3 clusters Score -2.19029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 160675 members 
Entering Unmasked Estep 
Score: -21902884.000000 Penalty: 5951.439453
	Iteration 56Q: 3 clusters Score -2.190288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 160698 members 
Entering Unmasked Estep 
Score: -21902886.000000 Penalty: 5951.439453
	Iteration 57Q: 3 clusters Score -2.190289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -21902906.000000 Penalty: 5951.439453
	Iteration 58Q: 3 clusters Score -2.190291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -21902916.000000 Penalty: 5951.439453
	Iteration 59Q: 3 clusters Score -2.190292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -21902904.000000 Penalty: 5951.439453
	Iteration 60F: 3 clusters Score -2.19029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -21902914.000000 Penalty: 5951.439453
	Iteration 61Q: 3 clusters Score -2.190291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -21902908.000000 Penalty: 5951.439453
	Iteration 62Q: 3 clusters Score -2.190291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -21902924.000000 Penalty: 5951.439453
	Iteration 63Q: 3 clusters Score -2.190292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -21902928.000000 Penalty: 5951.439453
	Iteration 64Q: 3 clusters Score -2.190293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -21902912.000000 Penalty: 5951.439453
	Iteration 65Q: 3 clusters Score -2.190291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -21902896.000000 Penalty: 5951.439453
	Iteration 66Q: 3 clusters Score -2.19029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -21902890.000000 Penalty: 5951.439453
	Iteration 67Q: 3 clusters Score -2.190289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 160805 members 
Entering Unmasked Estep 
Score: -21902890.000000 Penalty: 5951.439453
	Iteration 68Q: 3 clusters Score -2.190289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -21902904.000000 Penalty: 5951.439453
	Iteration 69Q: 3 clusters Score -2.19029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -21902906.000000 Penalty: 5951.439453
	Iteration 70Q: 3 clusters Score -2.190291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -21902910.000000 Penalty: 5951.439453
	Iteration 71Q: 3 clusters Score -2.190291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 160818 members 
Entering Unmasked Estep 
Score: -21902912.000000 Penalty: 5951.439453
	Iteration 72Q: 3 clusters Score -2.190291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -21902918.000000 Penalty: 5951.439453
	Iteration 73Q: 3 clusters Score -2.190292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -21902920.000000 Penalty: 5951.439453
	Iteration 74Q: 3 clusters Score -2.190292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -21902910.000000 Penalty: 5951.439453
	Iteration 75Q: 3 clusters Score -2.190291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -21902912.000000 Penalty: 5951.439453
	Iteration 76Q: 3 clusters Score -2.190291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -21902912.000000 Penalty: 5951.439453
	Iteration 77Q: 3 clusters Score -2.190291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -21902928.000000 Penalty: 5951.439453
	Iteration 78Q: 3 clusters Score -2.190293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -21902924.000000 Penalty: 5951.439453
	Iteration 79Q: 3 clusters Score -2.190292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -21902914.000000 Penalty: 5951.439453
	Iteration 80F: 3 clusters Score -2.190291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -21902914.000000 Penalty: 5951.439453
	Iteration 81Q: 3 clusters Score -2.190291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -21902912.000000 Penalty: 5951.439453
	Iteration 82Q: 3 clusters Score -2.190291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -21902910.000000 Penalty: 5951.439453
	Iteration 83Q: 3 clusters Score -2.190291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -21902916.000000 Penalty: 5951.439453
	Iteration 84Q: 3 clusters Score -2.190292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -21902916.000000 Penalty: 5951.439453
	Iteration 85F: 3 clusters Score -2.190292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Entering Unmasked Estep 
Score: -17054864.000000 Penalty: 2912.806641
	Iteration 0F: 2 clusters Score -1.705486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -16970750.000000 Penalty: 5825.613281
	Iteration 0F: 3 clusters Score -1.697075e+07 nChanged 59907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -17005274.000000 Penalty: 5825.613281
	Iteration 1F: 3 clusters Score -1.700527e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -17005864.000000 Penalty: 5825.613281
	Iteration 2Q: 3 clusters Score -1.700586e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -17006504.000000 Penalty: 5825.613281
	Iteration 3Q: 3 clusters Score -1.70065e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -17007158.000000 Penalty: 5825.613281
	Iteration 4Q: 3 clusters Score -1.700716e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -17008200.000000 Penalty: 5825.613281
	Iteration 5Q: 3 clusters Score -1.70082e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -17009628.000000 Penalty: 5825.613281
	Iteration 6Q: 3 clusters Score -1.700963e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -17011838.000000 Penalty: 5825.613281
	Iteration 7Q: 3 clusters Score -1.701184e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -17015292.000000 Penalty: 5825.613281
	Iteration 8F: 3 clusters Score -1.701529e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -17020602.000000 Penalty: 5825.613281
	Iteration 9F: 3 clusters Score -1.70206e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -17028074.000000 Penalty: 5825.613281
	Iteration 10F: 3 clusters Score -1.702807e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -17036226.000000 Penalty: 5825.613281
	Iteration 11F: 3 clusters Score -1.703623e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -17042614.000000 Penalty: 5825.613281
	Iteration 12F: 3 clusters Score -1.704261e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -17046846.000000 Penalty: 5825.613281
	Iteration 13Q: 3 clusters Score -1.704685e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -17049212.000000 Penalty: 5825.613281
	Iteration 14Q: 3 clusters Score -1.704921e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -17050402.000000 Penalty: 5825.613281
	Iteration 15Q: 3 clusters Score -1.70504e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17051102.000000 Penalty: 5825.613281
	Iteration 16Q: 3 clusters Score -1.70511e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -17051568.000000 Penalty: 5825.613281
	Iteration 17Q: 3 clusters Score -1.705157e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -17051778.000000 Penalty: 5825.613281
	Iteration 18Q: 3 clusters Score -1.705178e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123750 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -17051926.000000 Penalty: 5825.613281
	Iteration 19Q: 3 clusters Score -1.705193e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123978 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17052020.000000 Penalty: 5825.613281
	Iteration 20F: 3 clusters Score -1.705202e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -17052134.000000 Penalty: 5825.613281
	Iteration 21Q: 3 clusters Score -1.705213e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124266 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17052180.000000 Penalty: 5825.613281
	Iteration 22Q: 3 clusters Score -1.705218e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17052276.000000 Penalty: 5825.613281
	Iteration 23Q: 3 clusters Score -1.705228e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -17052332.000000 Penalty: 5825.613281
	Iteration 24Q: 3 clusters Score -1.705233e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17052390.000000 Penalty: 5825.613281
	Iteration 25Q: 3 clusters Score -1.705239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124651 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -17052418.000000 Penalty: 5825.613281
	Iteration 26Q: 3 clusters Score -1.705242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124706 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -17052430.000000 Penalty: 5825.613281
	Iteration 27Q: 3 clusters Score -1.705243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -17052450.000000 Penalty: 5825.613281
	Iteration 28Q: 3 clusters Score -1.705245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -17052450.000000 Penalty: 5825.613281
	Iteration 29Q: 3 clusters Score -1.705245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -17052474.000000 Penalty: 5825.613281
	Iteration 30Q: 3 clusters Score -1.705247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -17052512.000000 Penalty: 5825.613281
	Iteration 31Q: 3 clusters Score -1.705251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124868 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17052478.000000 Penalty: 5825.613281
	Iteration 32Q: 3 clusters Score -1.705248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17052494.000000 Penalty: 5825.613281
	Iteration 33Q: 3 clusters Score -1.705249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124918 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -17052496.000000 Penalty: 5825.613281
	Iteration 34Q: 3 clusters Score -1.70525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17052514.000000 Penalty: 5825.613281
	Iteration 35Q: 3 clusters Score -1.705251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17052530.000000 Penalty: 5825.613281
	Iteration 36Q: 3 clusters Score -1.705253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124971 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17052540.000000 Penalty: 5825.613281
	Iteration 37Q: 3 clusters Score -1.705254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124993 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -17052554.000000 Penalty: 5825.613281
	Iteration 38Q: 3 clusters Score -1.705255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17052564.000000 Penalty: 5825.613281
	Iteration 39Q: 3 clusters Score -1.705256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17052560.000000 Penalty: 5825.613281
	Iteration 40F: 3 clusters Score -1.705256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -17052564.000000 Penalty: 5825.613281
	Iteration 41Q: 3 clusters Score -1.705256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125038 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17052572.000000 Penalty: 5825.613281
	Iteration 42Q: 3 clusters Score -1.705257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17052574.000000 Penalty: 5825.613281
	Iteration 43Q: 3 clusters Score -1.705257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125060 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17052574.000000 Penalty: 5825.613281
	Iteration 44Q: 3 clusters Score -1.705257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17052574.000000 Penalty: 5825.613281
	Iteration 45Q: 3 clusters Score -1.705257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17052568.000000 Penalty: 5825.613281
	Iteration 46Q: 3 clusters Score -1.705257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125090 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -17052572.000000 Penalty: 5825.613281
	Iteration 47Q: 3 clusters Score -1.705257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -17052574.000000 Penalty: 5825.613281
	Iteration 48Q: 3 clusters Score -1.705257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17052574.000000 Penalty: 5825.613281
	Iteration 49Q: 3 clusters Score -1.705257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17052562.000000 Penalty: 5825.613281
	Iteration 50Q: 3 clusters Score -1.705256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -17052576.000000 Penalty: 5825.613281
	Iteration 51Q: 3 clusters Score -1.705258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17052582.000000 Penalty: 5825.613281
	Iteration 52Q: 3 clusters Score -1.705258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17052598.000000 Penalty: 5825.613281
	Iteration 53Q: 3 clusters Score -1.70526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17052598.000000 Penalty: 5825.613281
	Iteration 54Q: 3 clusters Score -1.70526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125135 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17052596.000000 Penalty: 5825.613281
	Iteration 55Q: 3 clusters Score -1.70526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17052596.000000 Penalty: 5825.613281
	Iteration 56Q: 3 clusters Score -1.70526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17052596.000000 Penalty: 5825.613281
	Iteration 57F: 3 clusters Score -1.70526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52083.296875 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52083.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52405.242188 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52405.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52788.699219 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52788.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53014.593750 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -53014.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53243.093750 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -53243.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53622.171875 Penalty: 3069.378906
	Iteration 5F: 3 clusters Score -53622.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54185.601562 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -54185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54202.562500 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -54202.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54230.292969 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -54230.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54241.398438 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -54241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54241.398438 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -54241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236051 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158438 members 
Mstep: Class 9 contains 189054 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37859 members 
Mstep: Class 12 contains 162571 members 
Mstep: Class 13 contains 126145 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 120102 members 
Mstep: Class 18 contains 40610 members 
Mstep: Class 19 contains 65289 members 
Mstep: Class 20 contains 201526 members 
Mstep: Class 21 contains 14417 members 
Entering Unmasked Estep 
Score: -180324864.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180326080.000000 to -180324864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -833259.812500 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -833259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -827737.375000 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -827737.4 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -829126.687500 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -829126.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -829390.500000 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -829390.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -829563.125000 Penalty: 4369.247559
	Iteration 3F: 3 clusters Score -829563.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -829697.062500 Penalty: 4369.247559
	Iteration 4Q: 3 clusters Score -829697.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -829813.125000 Penalty: 4369.247559
	Iteration 5Q: 3 clusters Score -829813.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -829913.125000 Penalty: 4369.247559
	Iteration 6Q: 3 clusters Score -829913.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -830001.750000 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -830001.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -830098.562500 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -830098.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -830203.437500 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -830203.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -830314.750000 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -830314.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -830437.125000 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -830437.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -830576.937500 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -830576.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -830702.187500 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -830702.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -830798.125000 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -830798.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -830874.937500 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -830874.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -830940.250000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -830940.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -830995.375000 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -830995.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -831050.000000 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -831050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -831100.000000 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -831100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -831139.562500 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -831139.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -831180.937500 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -831180.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -831220.250000 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -831220.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -831256.500000 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -831256.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -831303.000000 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -831303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -831335.125000 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -831335.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -831374.312500 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -831374.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -831406.187500 Penalty: 4369.247559
	Iteration 27Q: 3 clusters Score -831406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -831426.937500 Penalty: 4369.247559
	Iteration 28Q: 3 clusters Score -831426.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -831450.062500 Penalty: 4369.247559
	Iteration 29Q: 3 clusters Score -831450.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -831465.312500 Penalty: 4369.247559
	Iteration 30Q: 3 clusters Score -831465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -831475.125000 Penalty: 4369.247559
	Iteration 31Q: 3 clusters Score -831475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -831484.375000 Penalty: 4369.247559
	Iteration 32Q: 3 clusters Score -831484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -831494.375000 Penalty: 4369.247559
	Iteration 33Q: 3 clusters Score -831494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -831503.312500 Penalty: 4369.247559
	Iteration 34Q: 3 clusters Score -831503.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -831518.250000 Penalty: 4369.247559
	Iteration 35Q: 3 clusters Score -831518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -831524.375000 Penalty: 4369.247559
	Iteration 36Q: 3 clusters Score -831524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -831536.125000 Penalty: 4369.247559
	Iteration 37Q: 3 clusters Score -831536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -831547.750000 Penalty: 4369.247559
	Iteration 38Q: 3 clusters Score -831547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -831559.750000 Penalty: 4369.247559
	Iteration 39Q: 3 clusters Score -831559.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -831572.250000 Penalty: 4369.247559
	Iteration 40F: 3 clusters Score -831572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -831580.500000 Penalty: 4369.247559
	Iteration 41Q: 3 clusters Score -831580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -831582.812500 Penalty: 4369.247559
	Iteration 42Q: 3 clusters Score -831582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -831587.125000 Penalty: 4369.247559
	Iteration 43Q: 3 clusters Score -831587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -831593.062500 Penalty: 4369.247559
	Iteration 44Q: 3 clusters Score -831593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -831598.187500 Penalty: 4369.247559
	Iteration 45Q: 3 clusters Score -831598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -831597.562500 Penalty: 4369.247559
	Iteration 46Q: 3 clusters Score -831597.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -831597.562500 Penalty: 4369.247559
	Iteration 47F: 3 clusters Score -831597.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (120102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Entering Unmasked Estep 
Score: -16218769.000000 Penalty: 2900.631836
	Iteration 0F: 2 clusters Score -1.621877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -16138350.000000 Penalty: 5801.263672
	Iteration 0F: 3 clusters Score -1.613835e+07 nChanged 57123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -16171199.000000 Penalty: 5801.263672
	Iteration 1F: 3 clusters Score -1.61712e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -16171864.000000 Penalty: 5801.263672
	Iteration 2Q: 3 clusters Score -1.617186e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -16172676.000000 Penalty: 5801.263672
	Iteration 3Q: 3 clusters Score -1.617268e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -16173603.000000 Penalty: 5801.263672
	Iteration 4Q: 3 clusters Score -1.61736e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -16174908.000000 Penalty: 5801.263672
	Iteration 5Q: 3 clusters Score -1.617491e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -16176642.000000 Penalty: 5801.263672
	Iteration 6Q: 3 clusters Score -1.617664e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -16179198.000000 Penalty: 5801.263672
	Iteration 7Q: 3 clusters Score -1.61792e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -16183095.000000 Penalty: 5801.263672
	Iteration 8F: 3 clusters Score -1.61831e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -16188283.000000 Penalty: 5801.263672
	Iteration 9F: 3 clusters Score -1.618828e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -16195147.000000 Penalty: 5801.263672
	Iteration 10F: 3 clusters Score -1.619515e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -16202498.000000 Penalty: 5801.263672
	Iteration 11F: 3 clusters Score -1.62025e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -16208510.000000 Penalty: 5801.263672
	Iteration 12F: 3 clusters Score -1.620851e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -16212420.000000 Penalty: 5801.263672
	Iteration 13Q: 3 clusters Score -1.621242e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -16214542.000000 Penalty: 5801.263672
	Iteration 14Q: 3 clusters Score -1.621454e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -16215456.000000 Penalty: 5801.263672
	Iteration 15Q: 3 clusters Score -1.621546e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -16215868.000000 Penalty: 5801.263672
	Iteration 16Q: 3 clusters Score -1.621587e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -16216170.000000 Penalty: 5801.263672
	Iteration 17Q: 3 clusters Score -1.621617e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -16216324.000000 Penalty: 5801.263672
	Iteration 18Q: 3 clusters Score -1.621632e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -16216430.000000 Penalty: 5801.263672
	Iteration 19Q: 3 clusters Score -1.621643e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 118106 members 
Entering Unmasked Estep 
Score: -16216509.000000 Penalty: 5801.263672
	Iteration 20F: 3 clusters Score -1.621651e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -16216550.000000 Penalty: 5801.263672
	Iteration 21Q: 3 clusters Score -1.621655e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -16216583.000000 Penalty: 5801.263672
	Iteration 22Q: 3 clusters Score -1.621658e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -16216614.000000 Penalty: 5801.263672
	Iteration 23Q: 3 clusters Score -1.621661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -16216664.000000 Penalty: 5801.263672
	Iteration 24Q: 3 clusters Score -1.621666e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -16216691.000000 Penalty: 5801.263672
	Iteration 25Q: 3 clusters Score -1.621669e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 118598 members 
Entering Unmasked Estep 
Score: -16216706.000000 Penalty: 5801.263672
	Iteration 26Q: 3 clusters Score -1.621671e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -16216717.000000 Penalty: 5801.263672
	Iteration 27Q: 3 clusters Score -1.621672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -16216743.000000 Penalty: 5801.263672
	Iteration 28Q: 3 clusters Score -1.621674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -16216730.000000 Penalty: 5801.263672
	Iteration 29Q: 3 clusters Score -1.621673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -16216739.000000 Penalty: 5801.263672
	Iteration 30Q: 3 clusters Score -1.621674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -16216734.000000 Penalty: 5801.263672
	Iteration 31Q: 3 clusters Score -1.621673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -16216737.000000 Penalty: 5801.263672
	Iteration 32Q: 3 clusters Score -1.621674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -16216735.000000 Penalty: 5801.263672
	Iteration 33Q: 3 clusters Score -1.621674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -16216747.000000 Penalty: 5801.263672
	Iteration 34Q: 3 clusters Score -1.621675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -16216736.000000 Penalty: 5801.263672
	Iteration 35Q: 3 clusters Score -1.621674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 118788 members 
Entering Unmasked Estep 
Score: -16216737.000000 Penalty: 5801.263672
	Iteration 36Q: 3 clusters Score -1.621674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 118799 members 
Entering Unmasked Estep 
Score: -16216738.000000 Penalty: 5801.263672
	Iteration 37Q: 3 clusters Score -1.621674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -16216736.000000 Penalty: 5801.263672
	Iteration 38Q: 3 clusters Score -1.621674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -16216739.000000 Penalty: 5801.263672
	Iteration 39Q: 3 clusters Score -1.621674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -16216744.000000 Penalty: 5801.263672
	Iteration 40F: 3 clusters Score -1.621674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -16216755.000000 Penalty: 5801.263672
	Iteration 41Q: 3 clusters Score -1.621676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 118824 members 
Entering Unmasked Estep 
Score: -16216744.000000 Penalty: 5801.263672
	Iteration 42Q: 3 clusters Score -1.621674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -16216757.000000 Penalty: 5801.263672
	Iteration 43Q: 3 clusters Score -1.621676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -16216747.000000 Penalty: 5801.263672
	Iteration 44Q: 3 clusters Score -1.621675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -16216748.000000 Penalty: 5801.263672
	Iteration 45Q: 3 clusters Score -1.621675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -16216750.000000 Penalty: 5801.263672
	Iteration 46Q: 3 clusters Score -1.621675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 118856 members 
Entering Unmasked Estep 
Score: -16216754.000000 Penalty: 5801.263672
	Iteration 47Q: 3 clusters Score -1.621675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -16216765.000000 Penalty: 5801.263672
	Iteration 48Q: 3 clusters Score -1.621676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -16216756.000000 Penalty: 5801.263672
	Iteration 49Q: 3 clusters Score -1.621676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -16216758.000000 Penalty: 5801.263672
	Iteration 50Q: 3 clusters Score -1.621676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -16216760.000000 Penalty: 5801.263672
	Iteration 51Q: 3 clusters Score -1.621676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 118870 members 
Entering Unmasked Estep 
Score: -16216760.000000 Penalty: 5801.263672
	Iteration 52Q: 3 clusters Score -1.621676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -16216758.000000 Penalty: 5801.263672
	Iteration 53Q: 3 clusters Score -1.621676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -16216758.000000 Penalty: 5801.263672
	Iteration 54F: 3 clusters Score -1.621676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Entering Unmasked Estep 
Score: -5513585.000000 Penalty: 2631.718994
	Iteration 0F: 2 clusters Score -5513585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5486001.000000 Penalty: 5263.437988
	Iteration 0F: 3 clusters Score -5486001 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5496452.500000 Penalty: 5263.437988
	Iteration 1F: 3 clusters Score -5496452 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5497016.500000 Penalty: 5263.437988
	Iteration 2Q: 3 clusters Score -5497016 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -5497670.000000 Penalty: 5263.437988
	Iteration 3Q: 3 clusters Score -5497670 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5498483.000000 Penalty: 5263.437988
	Iteration 4Q: 3 clusters Score -5498483 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5499493.000000 Penalty: 5263.437988
	Iteration 5Q: 3 clusters Score -5499493 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5500691.500000 Penalty: 5263.437988
	Iteration 6F: 3 clusters Score -5500692 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5502118.000000 Penalty: 5263.437988
	Iteration 7F: 3 clusters Score -5502118 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5503802.000000 Penalty: 5263.437988
	Iteration 8F: 3 clusters Score -5503802 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5505308 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -5506423.500000 Penalty: 5263.437988
	Iteration 10Q: 3 clusters Score -5506424 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5506993 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5507229 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5507328 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5507404.500000 Penalty: 5263.437988
	Iteration 14Q: 3 clusters Score -5507404 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5507480.500000 Penalty: 5263.437988
	Iteration 15Q: 3 clusters Score -5507480 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5507561.500000 Penalty: 5263.437988
	Iteration 16Q: 3 clusters Score -5507562 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5507625.500000 Penalty: 5263.437988
	Iteration 17Q: 3 clusters Score -5507626 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5507699.500000 Penalty: 5263.437988
	Iteration 18Q: 3 clusters Score -5507700 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5507742.500000 Penalty: 5263.437988
	Iteration 19Q: 3 clusters Score -5507742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5507814.000000 Penalty: 5263.437988
	Iteration 20F: 3 clusters Score -5507814 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5507870.500000 Penalty: 5263.437988
	Iteration 21Q: 3 clusters Score -5507870 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5507930 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5507975.000000 Penalty: 5263.437988
	Iteration 23Q: 3 clusters Score -5507975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5508044.000000 Penalty: 5263.437988
	Iteration 24Q: 3 clusters Score -5508044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5508086.500000 Penalty: 5263.437988
	Iteration 25Q: 3 clusters Score -5508086 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5508120.000000 Penalty: 5263.437988
	Iteration 26Q: 3 clusters Score -5508120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -5508142.500000 Penalty: 5263.437988
	Iteration 27Q: 3 clusters Score -5508142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5508161.000000 Penalty: 5263.437988
	Iteration 28Q: 3 clusters Score -5508161 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -5508211.500000 Penalty: 5263.437988
	Iteration 29Q: 3 clusters Score -5508212 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -5508238.500000 Penalty: 5263.437988
	Iteration 30Q: 3 clusters Score -5508238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5508252.000000 Penalty: 5263.437988
	Iteration 31Q: 3 clusters Score -5508252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5508274.000000 Penalty: 5263.437988
	Iteration 32Q: 3 clusters Score -5508274 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5508283.500000 Penalty: 5263.437988
	Iteration 33Q: 3 clusters Score -5508284 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5508318.500000 Penalty: 5263.437988
	Iteration 34Q: 3 clusters Score -5508318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5508358.500000 Penalty: 5263.437988
	Iteration 35Q: 3 clusters Score -5508358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5508399.000000 Penalty: 5263.437988
	Iteration 36Q: 3 clusters Score -5508399 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5508438.500000 Penalty: 5263.437988
	Iteration 37Q: 3 clusters Score -5508438 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5508466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5508507.000000 Penalty: 5263.437988
	Iteration 39Q: 3 clusters Score -5508507 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5508526.000000 Penalty: 5263.437988
	Iteration 40F: 3 clusters Score -5508526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5508573 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5508615.000000 Penalty: 5263.437988
	Iteration 42Q: 3 clusters Score -5508615 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -5508648.500000 Penalty: 5263.437988
	Iteration 43Q: 3 clusters Score -5508648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5508685 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5508755.500000 Penalty: 5263.437988
	Iteration 45Q: 3 clusters Score -5508756 nChanged 270
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5508805.000000 Penalty: 5263.437988
	Iteration 46Q: 3 clusters Score -5508805 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5508853.500000 Penalty: 5263.437988
	Iteration 47Q: 3 clusters Score -5508854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5508895.000000 Penalty: 5263.437988
	Iteration 48Q: 3 clusters Score -5508895 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5508942.000000 Penalty: 5263.437988
	Iteration 49Q: 3 clusters Score -5508942 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5508967.000000 Penalty: 5263.437988
	Iteration 50Q: 3 clusters Score -5508967 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5509016.500000 Penalty: 5263.437988
	Iteration 51Q: 3 clusters Score -5509016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5509058.000000 Penalty: 5263.437988
	Iteration 52Q: 3 clusters Score -5509058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -5509099.500000 Penalty: 5263.437988
	Iteration 53Q: 3 clusters Score -5509100 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5509190.500000 Penalty: 5263.437988
	Iteration 54Q: 3 clusters Score -5509190 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5509210.500000 Penalty: 5263.437988
	Iteration 55Q: 3 clusters Score -5509210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5509270.500000 Penalty: 5263.437988
	Iteration 56Q: 3 clusters Score -5509270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -5509306.000000 Penalty: 5263.437988
	Iteration 57Q: 3 clusters Score -5509306 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5509363.000000 Penalty: 5263.437988
	Iteration 58Q: 3 clusters Score -5509363 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5509396.500000 Penalty: 5263.437988
	Iteration 59Q: 3 clusters Score -5509396 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5509458.500000 Penalty: 5263.437988
	Iteration 60F: 3 clusters Score -5509458 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5509498.500000 Penalty: 5263.437988
	Iteration 61Q: 3 clusters Score -5509498 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -5509542.500000 Penalty: 5263.437988
	Iteration 62Q: 3 clusters Score -5509542 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -5509579.500000 Penalty: 5263.437988
	Iteration 63Q: 3 clusters Score -5509580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -5509650.500000 Penalty: 5263.437988
	Iteration 64Q: 3 clusters Score -5509650 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5509723.500000 Penalty: 5263.437988
	Iteration 65Q: 3 clusters Score -5509724 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5509774.500000 Penalty: 5263.437988
	Iteration 66Q: 3 clusters Score -5509774 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -5509845.000000 Penalty: 5263.437988
	Iteration 67Q: 3 clusters Score -5509845 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5509910.000000 Penalty: 5263.437988
	Iteration 68Q: 3 clusters Score -5509910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5509975.500000 Penalty: 5263.437988
	Iteration 69Q: 3 clusters Score -5509976 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -5510047.000000 Penalty: 5263.437988
	Iteration 70Q: 3 clusters Score -5510047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -5510096.500000 Penalty: 5263.437988
	Iteration 71Q: 3 clusters Score -5510096 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -5510159.500000 Penalty: 5263.437988
	Iteration 72Q: 3 clusters Score -5510160 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5510198.000000 Penalty: 5263.437988
	Iteration 73Q: 3 clusters Score -5510198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5510291.500000 Penalty: 5263.437988
	Iteration 74Q: 3 clusters Score -5510292 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -5510333.500000 Penalty: 5263.437988
	Iteration 75Q: 3 clusters Score -5510334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5510420.500000 Penalty: 5263.437988
	Iteration 76Q: 3 clusters Score -5510420 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5510473.000000 Penalty: 5263.437988
	Iteration 77Q: 3 clusters Score -5510473 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5510534.000000 Penalty: 5263.437988
	Iteration 78Q: 3 clusters Score -5510534 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5510556.500000 Penalty: 5263.437988
	Iteration 79Q: 3 clusters Score -5510556 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -5510615.500000 Penalty: 5263.437988
	Iteration 80F: 3 clusters Score -5510616 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5510682.500000 Penalty: 5263.437988
	Iteration 81Q: 3 clusters Score -5510682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -5510763.000000 Penalty: 5263.437988
	Iteration 82Q: 3 clusters Score -5510763 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5510811.000000 Penalty: 5263.437988
	Iteration 83Q: 3 clusters Score -5510811 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5510881.000000 Penalty: 5263.437988
	Iteration 84Q: 3 clusters Score -5510881 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5510970.000000 Penalty: 5263.437988
	Iteration 85Q: 3 clusters Score -5510970 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5511009.000000 Penalty: 5263.437988
	Iteration 86Q: 3 clusters Score -5511009 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5511076.000000 Penalty: 5263.437988
	Iteration 87Q: 3 clusters Score -5511076 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5511133.000000 Penalty: 5263.437988
	Iteration 88Q: 3 clusters Score -5511133 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5511164.000000 Penalty: 5263.437988
	Iteration 89Q: 3 clusters Score -5511164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5511201.500000 Penalty: 5263.437988
	Iteration 90Q: 3 clusters Score -5511202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5511248.500000 Penalty: 5263.437988
	Iteration 91Q: 3 clusters Score -5511248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5511271.000000 Penalty: 5263.437988
	Iteration 92Q: 3 clusters Score -5511271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -5511281.500000 Penalty: 5263.437988
	Iteration 93Q: 3 clusters Score -5511282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5511296.500000 Penalty: 5263.437988
	Iteration 94Q: 3 clusters Score -5511296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5511302.500000 Penalty: 5263.437988
	Iteration 95Q: 3 clusters Score -5511302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5511306.500000 Penalty: 5263.437988
	Iteration 96Q: 3 clusters Score -5511306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5511311.500000 Penalty: 5263.437988
	Iteration 97Q: 3 clusters Score -5511312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5511323.000000 Penalty: 5263.437988
	Iteration 98Q: 3 clusters Score -5511323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5511358.500000 Penalty: 5263.437988
	Iteration 99Q: 3 clusters Score -5511358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5511363.000000 Penalty: 5263.437988
	Iteration 100F: 3 clusters Score -5511363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5511388.000000 Penalty: 5263.437988
	Iteration 101Q: 3 clusters Score -5511388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5511389 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5511392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5511404 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5511394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5511428 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5511470 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5511470 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5511478 nChanged 41
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5511486 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5511500 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5511510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5511502 nChanged 26
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Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5511506 nChanged 20
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Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5511512 nChanged 23
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Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5511515 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5511520 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5511515 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5511525 nChanged 6
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Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5511524 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5511531 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5511542 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5511535 nChanged 10
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Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5511526 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5511528 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5511524 nChanged 14
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Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5511530 nChanged 20
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Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5511540 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5511558 nChanged 25
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Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5511548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5511554 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5511562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5511569 nChanged 31
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Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5511576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5511574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5511585 nChanged 12
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5511585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5511584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5511587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5511588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5511591.000000 Penalty: 5263.437988
	Iteration 142Q: 3 clusters Score -5511591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5511599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5511595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5511593 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5511591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5511601.000000 Penalty: 5263.437988
	Iteration 147Q: 3 clusters Score -5511601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5511599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5511603.000000 Penalty: 5263.437988
	Iteration 149Q: 3 clusters Score -5511603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5511599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5511594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5511592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5511590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38448 members 
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	Iteration 154Q: 3 clusters Score -5511601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5511604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5511610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5511602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5511613.000000 Penalty: 5263.437988
	Iteration 158Q: 3 clusters Score -5511613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38485 members 
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	Iteration 159Q: 3 clusters Score -5511610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -5511614.000000 Penalty: 5263.437988
	Iteration 160F: 3 clusters Score -5511614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5511614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5511614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5511620.500000 Penalty: 5263.437988
	Iteration 163Q: 3 clusters Score -5511620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5511611.500000 Penalty: 5263.437988
	Iteration 164Q: 3 clusters Score -5511612 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5511618.500000 Penalty: 5263.437988
	Iteration 165Q: 3 clusters Score -5511618 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5511620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5511630.000000 Penalty: 5263.437988
	Iteration 167Q: 3 clusters Score -5511630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
Score: -5511637.500000 Penalty: 5263.437988
	Iteration 168Q: 3 clusters Score -5511638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5511636.000000 Penalty: 5263.437988
	Iteration 169Q: 3 clusters Score -5511636 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5511632.000000 Penalty: 5263.437988
	Iteration 170Q: 3 clusters Score -5511632 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -5511628.000000 Penalty: 5263.437988
	Iteration 171Q: 3 clusters Score -5511628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5511632 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5511639.000000 Penalty: 5263.437988
	Iteration 173Q: 3 clusters Score -5511639 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5511630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5511622.000000 Penalty: 5263.437988
	Iteration 175Q: 3 clusters Score -5511622 nChanged 5
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5511630 nChanged 4
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Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5511631 nChanged 4
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38638 members 
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	Iteration 178Q: 3 clusters Score -5511636 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5511630 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5511636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5511638 nChanged 6
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Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5511640 nChanged 8
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Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38666 members 
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Score: -5511646.000000 Penalty: 5263.437988
	Iteration 183Q: 3 clusters Score -5511646 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5511651.500000 Penalty: 5263.437988
	Iteration 184Q: 3 clusters Score -5511652 nChanged 8
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5511648 nChanged 6
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 38690 members 
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	Iteration 186Q: 3 clusters Score -5511649 nChanged 2
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Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5511645 nChanged 5
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Mstep: Class 1 contains 1915 members 
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Entering Unmasked Estep 
Score: -5511654.500000 Penalty: 5263.437988
	Iteration 188Q: 3 clusters Score -5511654 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5511652 nChanged 10
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Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5511658 nChanged 8
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Mstep: Class 2 contains 38716 members 
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	Iteration 191Q: 3 clusters Score -5511657 nChanged 8
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Score: -5511660.000000 Penalty: 5263.437988
	Iteration 192Q: 3 clusters Score -5511660 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5511666 nChanged 6
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	Iteration 194Q: 3 clusters Score -5511667 nChanged 5
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	Iteration 195Q: 3 clusters Score -5511679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5511681.500000 Penalty: 5263.437988
	Iteration 196Q: 3 clusters Score -5511682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5511683.500000 Penalty: 5263.437988
	Iteration 197Q: 3 clusters Score -5511684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5511679.500000 Penalty: 5263.437988
	Iteration 198Q: 3 clusters Score -5511680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5511679.500000 Penalty: 5263.437988
	Iteration 199F: 3 clusters Score -5511680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Entering Unmasked Estep 
Score: -8498013.000000 Penalty: 2749.471680
	Iteration 0F: 2 clusters Score -8498013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8454455.000000 Penalty: 5498.943359
	Iteration 0F: 3 clusters Score -8454455 nChanged 30352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -8471543.000000 Penalty: 5498.943359
	Iteration 1F: 3 clusters Score -8471543 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8472271.000000 Penalty: 5498.943359
	Iteration 2Q: 3 clusters Score -8472271 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -8472997.000000 Penalty: 5498.943359
	Iteration 3Q: 3 clusters Score -8472997 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -8473949.000000 Penalty: 5498.943359
	Iteration 4Q: 3 clusters Score -8473949 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8475513.000000 Penalty: 5498.943359
	Iteration 5Q: 3 clusters Score -8475513 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -8478081.000000 Penalty: 5498.943359
	Iteration 6F: 3 clusters Score -8478081 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -8482275.000000 Penalty: 5498.943359
	Iteration 7F: 3 clusters Score -8482275 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -8487511.000000 Penalty: 5498.943359
	Iteration 8F: 3 clusters Score -8487511 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8492100.000000 Penalty: 5498.943359
	Iteration 9F: 3 clusters Score -8492100 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8494556.000000 Penalty: 5498.943359
	Iteration 10Q: 3 clusters Score -8494556 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8495362.000000 Penalty: 5498.943359
	Iteration 11Q: 3 clusters Score -8495362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8495633.000000 Penalty: 5498.943359
	Iteration 12Q: 3 clusters Score -8495633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8495725.000000 Penalty: 5498.943359
	Iteration 13Q: 3 clusters Score -8495725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8495772.000000 Penalty: 5498.943359
	Iteration 14Q: 3 clusters Score -8495772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8495793.000000 Penalty: 5498.943359
	Iteration 15Q: 3 clusters Score -8495793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8495818.000000 Penalty: 5498.943359
	Iteration 16Q: 3 clusters Score -8495818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8495820.000000 Penalty: 5498.943359
	Iteration 17Q: 3 clusters Score -8495820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8495825.000000 Penalty: 5498.943359
	Iteration 18Q: 3 clusters Score -8495825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8495836.000000 Penalty: 5498.943359
	Iteration 19Q: 3 clusters Score -8495836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8495832.000000 Penalty: 5498.943359
	Iteration 20F: 3 clusters Score -8495832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201526 members 
Entering Unmasked Estep 
Score: -27203000.000000 Penalty: 3028.990967
	Iteration 0F: 2 clusters Score -2.7203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -27091984.000000 Penalty: 6057.981934
	Iteration 0F: 3 clusters Score -2.709198e+07 nChanged 97040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -27148882.000000 Penalty: 6057.981934
	Iteration 1F: 3 clusters Score -2.714888e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -27150036.000000 Penalty: 6057.981934
	Iteration 2Q: 3 clusters Score -2.715004e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -27151302.000000 Penalty: 6057.981934
	Iteration 3Q: 3 clusters Score -2.71513e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -27153060.000000 Penalty: 6057.981934
	Iteration 4Q: 3 clusters Score -2.715306e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -27155958.000000 Penalty: 6057.981934
	Iteration 5Q: 3 clusters Score -2.715596e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -27160328.000000 Penalty: 6057.981934
	Iteration 6Q: 3 clusters Score -2.716033e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -27167710.000000 Penalty: 6057.981934
	Iteration 7F: 3 clusters Score -2.716771e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136526 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -27178634.000000 Penalty: 6057.981934
	Iteration 8F: 3 clusters Score -2.717863e+07 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -27191014.000000 Penalty: 6057.981934
	Iteration 9F: 3 clusters Score -2.719101e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -27200124.000000 Penalty: 6057.981934
	Iteration 10F: 3 clusters Score -2.720012e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -27204194.000000 Penalty: 6057.981934
	Iteration 11Q: 3 clusters Score -2.720419e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -27205794.000000 Penalty: 6057.981934
	Iteration 12Q: 3 clusters Score -2.720579e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173297 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -27206206.000000 Penalty: 6057.981934
	Iteration 13Q: 3 clusters Score -2.720621e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -27206452.000000 Penalty: 6057.981934
	Iteration 14Q: 3 clusters Score -2.720645e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -27206602.000000 Penalty: 6057.981934
	Iteration 15Q: 3 clusters Score -2.72066e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183281 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -27206446.000000 Penalty: 6057.981934
	Iteration 16Q: 3 clusters Score -2.720645e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185749 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -27205936.000000 Penalty: 6057.981934
	Iteration 17Q: 3 clusters Score -2.720594e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -27205390.000000 Penalty: 6057.981934
	Iteration 18Q: 3 clusters Score -2.720539e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189805 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -27204936.000000 Penalty: 6057.981934
	Iteration 19Q: 3 clusters Score -2.720494e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -27204512.000000 Penalty: 6057.981934
	Iteration 20F: 3 clusters Score -2.720451e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -27204224.000000 Penalty: 6057.981934
	Iteration 21Q: 3 clusters Score -2.720422e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -27203918.000000 Penalty: 6057.981934
	Iteration 22Q: 3 clusters Score -2.720392e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194905 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -27203822.000000 Penalty: 6057.981934
	Iteration 23Q: 3 clusters Score -2.720382e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195758 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -27203512.000000 Penalty: 6057.981934
	Iteration 24Q: 3 clusters Score -2.720351e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -27203286.000000 Penalty: 6057.981934
	Iteration 25Q: 3 clusters Score -2.720329e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197051 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -27203042.000000 Penalty: 6057.981934
	Iteration 26Q: 3 clusters Score -2.720304e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197517 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -27202886.000000 Penalty: 6057.981934
	Iteration 27Q: 3 clusters Score -2.720289e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -27202756.000000 Penalty: 6057.981934
	Iteration 28Q: 3 clusters Score -2.720276e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198216 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -27202600.000000 Penalty: 6057.981934
	Iteration 29Q: 3 clusters Score -2.72026e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -27202494.000000 Penalty: 6057.981934
	Iteration 30Q: 3 clusters Score -2.720249e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198682 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -27202376.000000 Penalty: 6057.981934
	Iteration 31Q: 3 clusters Score -2.720238e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198853 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -27202302.000000 Penalty: 6057.981934
	Iteration 32Q: 3 clusters Score -2.72023e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198989 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -27202260.000000 Penalty: 6057.981934
	Iteration 33Q: 3 clusters Score -2.720226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199103 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -27202152.000000 Penalty: 6057.981934
	Iteration 34Q: 3 clusters Score -2.720215e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199198 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -27202110.000000 Penalty: 6057.981934
	Iteration 35Q: 3 clusters Score -2.720211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199274 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -27202064.000000 Penalty: 6057.981934
	Iteration 36Q: 3 clusters Score -2.720206e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199332 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -27202068.000000 Penalty: 6057.981934
	Iteration 37Q: 3 clusters Score -2.720207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199393 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -27201996.000000 Penalty: 6057.981934
	Iteration 38Q: 3 clusters Score -2.7202e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199448 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -27202022.000000 Penalty: 6057.981934
	Iteration 39Q: 3 clusters Score -2.720202e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199488 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -27201948.000000 Penalty: 6057.981934
	Iteration 40F: 3 clusters Score -2.720195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -27201954.000000 Penalty: 6057.981934
	Iteration 41Q: 3 clusters Score -2.720195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199536 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -27201948.000000 Penalty: 6057.981934
	Iteration 42Q: 3 clusters Score -2.720195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -27201934.000000 Penalty: 6057.981934
	Iteration 43Q: 3 clusters Score -2.720193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199573 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -27201936.000000 Penalty: 6057.981934
	Iteration 44Q: 3 clusters Score -2.720194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199593 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -27201906.000000 Penalty: 6057.981934
	Iteration 45Q: 3 clusters Score -2.720191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199615 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -27201944.000000 Penalty: 6057.981934
	Iteration 46Q: 3 clusters Score -2.720194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -27201930.000000 Penalty: 6057.981934
	Iteration 47Q: 3 clusters Score -2.720193e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199673 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -27201920.000000 Penalty: 6057.981934
	Iteration 48Q: 3 clusters Score -2.720192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199696 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -27201928.000000 Penalty: 6057.981934
	Iteration 49Q: 3 clusters Score -2.720193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -27201896.000000 Penalty: 6057.981934
	Iteration 50Q: 3 clusters Score -2.72019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199748 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -27201890.000000 Penalty: 6057.981934
	Iteration 51Q: 3 clusters Score -2.720189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199773 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -27201882.000000 Penalty: 6057.981934
	Iteration 52Q: 3 clusters Score -2.720188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199794 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -27201846.000000 Penalty: 6057.981934
	Iteration 53Q: 3 clusters Score -2.720185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199811 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -27201846.000000 Penalty: 6057.981934
	Iteration 54Q: 3 clusters Score -2.720185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199827 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -27201834.000000 Penalty: 6057.981934
	Iteration 55Q: 3 clusters Score -2.720183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199837 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -27201808.000000 Penalty: 6057.981934
	Iteration 56Q: 3 clusters Score -2.720181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199846 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -27201816.000000 Penalty: 6057.981934
	Iteration 57Q: 3 clusters Score -2.720182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199854 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -27201826.000000 Penalty: 6057.981934
	Iteration 58Q: 3 clusters Score -2.720183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -27201812.000000 Penalty: 6057.981934
	Iteration 59Q: 3 clusters Score -2.720181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199868 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -27201806.000000 Penalty: 6057.981934
	Iteration 60F: 3 clusters Score -2.720181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -27201824.000000 Penalty: 6057.981934
	Iteration 61Q: 3 clusters Score -2.720182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199882 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -27201794.000000 Penalty: 6057.981934
	Iteration 62Q: 3 clusters Score -2.720179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199888 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -27201782.000000 Penalty: 6057.981934
	Iteration 63Q: 3 clusters Score -2.720178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199892 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -27201796.000000 Penalty: 6057.981934
	Iteration 64Q: 3 clusters Score -2.72018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199893 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -27201790.000000 Penalty: 6057.981934
	Iteration 65Q: 3 clusters Score -2.720179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199897 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -27201772.000000 Penalty: 6057.981934
	Iteration 66Q: 3 clusters Score -2.720177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -27201766.000000 Penalty: 6057.981934
	Iteration 67Q: 3 clusters Score -2.720177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -27201766.000000 Penalty: 6057.981934
	Iteration 68F: 3 clusters Score -2.720177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Entering Unmasked Estep 
Score: -1879636.500000 Penalty: 2374.888428
	Iteration 0F: 2 clusters Score -1879636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1869157.875000 Penalty: 4749.776855
	Iteration 0F: 3 clusters Score -1869158 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1872275.375000 Penalty: 4749.776855
	Iteration 1F: 3 clusters Score -1872275 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1872659.250000 Penalty: 4749.776855
	Iteration 2F: 3 clusters Score -1872659 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1872978.875000 Penalty: 4749.776855
	Iteration 3F: 3 clusters Score -1872979 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1873253.500000 Penalty: 4749.776855
	Iteration 4Q: 3 clusters Score -1873254 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1873540.750000 Penalty: 4749.776855
	Iteration 5Q: 3 clusters Score -1873541 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1873902.125000 Penalty: 4749.776855
	Iteration 6Q: 3 clusters Score -1873902 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1874325.500000 Penalty: 4749.776855
	Iteration 7Q: 3 clusters Score -1874326 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1874824.875000 Penalty: 4749.776855
	Iteration 8F: 3 clusters Score -1874825 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1875342.000000 Penalty: 4749.776855
	Iteration 9Q: 3 clusters Score -1875342 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1875807.500000 Penalty: 4749.776855
	Iteration 10Q: 3 clusters Score -1875808 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1876189.000000 Penalty: 4749.776855
	Iteration 11Q: 3 clusters Score -1876189 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1876466.250000 Penalty: 4749.776855
	Iteration 12Q: 3 clusters Score -1876466 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1876699.250000 Penalty: 4749.776855
	Iteration 13Q: 3 clusters Score -1876699 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1876906.625000 Penalty: 4749.776855
	Iteration 14Q: 3 clusters Score -1876907 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1877085.000000 Penalty: 4749.776855
	Iteration 15Q: 3 clusters Score -1877085 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1877190.250000 Penalty: 4749.776855
	Iteration 16Q: 3 clusters Score -1877190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1877264.875000 Penalty: 4749.776855
	Iteration 17Q: 3 clusters Score -1877265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1877328.625000 Penalty: 4749.776855
	Iteration 18Q: 3 clusters Score -1877329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1877396.625000 Penalty: 4749.776855
	Iteration 19Q: 3 clusters Score -1877397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1877427.750000 Penalty: 4749.776855
	Iteration 20F: 3 clusters Score -1877428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1877456.375000 Penalty: 4749.776855
	Iteration 21Q: 3 clusters Score -1877456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1877479.750000 Penalty: 4749.776855
	Iteration 22Q: 3 clusters Score -1877480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1877502.250000 Penalty: 4749.776855
	Iteration 23Q: 3 clusters Score -1877502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1877522.000000 Penalty: 4749.776855
	Iteration 24Q: 3 clusters Score -1877522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1877540.000000 Penalty: 4749.776855
	Iteration 25Q: 3 clusters Score -1877540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1877551.500000 Penalty: 4749.776855
	Iteration 26Q: 3 clusters Score -1877552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1877556.125000 Penalty: 4749.776855
	Iteration 27Q: 3 clusters Score -1877556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1877561.250000 Penalty: 4749.776855
	Iteration 28Q: 3 clusters Score -1877561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1877567.375000 Penalty: 4749.776855
	Iteration 29Q: 3 clusters Score -1877567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1877572.125000 Penalty: 4749.776855
	Iteration 30Q: 3 clusters Score -1877572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1877573.875000 Penalty: 4749.776855
	Iteration 31Q: 3 clusters Score -1877574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1877575.500000 Penalty: 4749.776855
	Iteration 32Q: 3 clusters Score -1877576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1877576.375000 Penalty: 4749.776855
	Iteration 33Q: 3 clusters Score -1877576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1877577.750000 Penalty: 4749.776855
	Iteration 34Q: 3 clusters Score -1877578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1877584.125000 Penalty: 4749.776855
	Iteration 35Q: 3 clusters Score -1877584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1877585.500000 Penalty: 4749.776855
	Iteration 36Q: 3 clusters Score -1877586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1877584.250000 Penalty: 4749.776855
	Iteration 37Q: 3 clusters Score -1877584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1877584.625000 Penalty: 4749.776855
	Iteration 38Q: 3 clusters Score -1877585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1877586.625000 Penalty: 4749.776855
	Iteration 39Q: 3 clusters Score -1877587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1877587.000000 Penalty: 4749.776855
	Iteration 40F: 3 clusters Score -1877587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1877591.500000 Penalty: 4749.776855
	Iteration 41Q: 3 clusters Score -1877592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1877591.750000 Penalty: 4749.776855
	Iteration 42Q: 3 clusters Score -1877592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1877592.375000 Penalty: 4749.776855
	Iteration 43Q: 3 clusters Score -1877592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1877597.875000 Penalty: 4749.776855
	Iteration 44Q: 3 clusters Score -1877598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1877598.500000 Penalty: 4749.776855
	Iteration 45Q: 3 clusters Score -1877598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1877601.125000 Penalty: 4749.776855
	Iteration 46Q: 3 clusters Score -1877601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1877606.125000 Penalty: 4749.776855
	Iteration 47Q: 3 clusters Score -1877606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1877606.500000 Penalty: 4749.776855
	Iteration 48Q: 3 clusters Score -1877606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1877607.375000 Penalty: 4749.776855
	Iteration 49Q: 3 clusters Score -1877607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1877607.375000 Penalty: 4749.776855
	Iteration 50F: 3 clusters Score -1877607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236051 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158438 members 
Mstep: Class 9 contains 189054 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37859 members 
Mstep: Class 12 contains 162571 members 
Mstep: Class 13 contains 126145 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 120102 members 
Mstep: Class 18 contains 40610 members 
Mstep: Class 19 contains 65289 members 
Mstep: Class 20 contains 201526 members 
Mstep: Class 21 contains 14417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326240.000000 Penalty: 70089.187500
Iteration 159Q: 21 clusters Score -1.803262e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236035 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158432 members 
Mstep: Class 9 contains 189068 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37888 members 
Mstep: Class 12 contains 162577 members 
Mstep: Class 13 contains 126150 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 120089 members 
Mstep: Class 18 contains 40606 members 
Mstep: Class 19 contains 65294 members 
Mstep: Class 20 contains 201508 members 
Mstep: Class 21 contains 14415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326272.000000 Penalty: 70089.187500
Iteration 160F: 21 clusters Score -1.803263e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 236017 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158433 members 
Mstep: Class 9 contains 189091 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37919 members 
Mstep: Class 12 contains 162581 members 
Mstep: Class 13 contains 126144 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 120067 members 
Mstep: Class 18 contains 40600 members 
Mstep: Class 19 contains 65297 members 
Mstep: Class 20 contains 201493 members 
Mstep: Class 21 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326192.000000 Penalty: 70089.187500
Iteration 161Q: 21 clusters Score -1.803262e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235993 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158429 members 
Mstep: Class 9 contains 189127 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37954 members 
Mstep: Class 12 contains 162593 members 
Mstep: Class 13 contains 126142 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 120047 members 
Mstep: Class 18 contains 40595 members 
Mstep: Class 19 contains 65297 members 
Mstep: Class 20 contains 201469 members 
Mstep: Class 21 contains 14419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326224.000000 Penalty: 70089.187500
Iteration 162Q: 21 clusters Score -1.803262e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235989 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158431 members 
Mstep: Class 9 contains 189129 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 37996 members 
Mstep: Class 12 contains 162602 members 
Mstep: Class 13 contains 126126 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 120029 members 
Mstep: Class 18 contains 40593 members 
Mstep: Class 19 contains 65300 members 
Mstep: Class 20 contains 201454 members 
Mstep: Class 21 contains 14417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326208.000000 Penalty: 70089.187500
Iteration 163Q: 21 clusters Score -1.803262e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235965 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158432 members 
Mstep: Class 9 contains 189135 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38044 members 
Mstep: Class 12 contains 162603 members 
Mstep: Class 13 contains 126120 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 120011 members 
Mstep: Class 18 contains 40591 members 
Mstep: Class 19 contains 65295 members 
Mstep: Class 20 contains 201455 members 
Mstep: Class 21 contains 14416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326304.000000 Penalty: 70089.187500
Iteration 164Q: 21 clusters Score -1.803263e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235944 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158435 members 
Mstep: Class 9 contains 189140 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38090 members 
Mstep: Class 12 contains 162600 members 
Mstep: Class 13 contains 126119 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 119990 members 
Mstep: Class 18 contains 40587 members 
Mstep: Class 19 contains 65298 members 
Mstep: Class 20 contains 201448 members 
Mstep: Class 21 contains 14412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326176.000000 Penalty: 70089.187500
Iteration 165Q: 21 clusters Score -1.803262e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235934 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158452 members 
Mstep: Class 9 contains 189136 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38120 members 
Mstep: Class 12 contains 162603 members 
Mstep: Class 13 contains 126116 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 119971 members 
Mstep: Class 18 contains 40586 members 
Mstep: Class 19 contains 65299 members 
Mstep: Class 20 contains 201434 members 
Mstep: Class 21 contains 14414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 166Q: 21 clusters Score -1.803261e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235918 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158454 members 
Mstep: Class 9 contains 189149 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38153 members 
Mstep: Class 12 contains 162612 members 
Mstep: Class 13 contains 126112 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 119951 members 
Mstep: Class 18 contains 40585 members 
Mstep: Class 19 contains 65303 members 
Mstep: Class 20 contains 201413 members 
Mstep: Class 21 contains 14416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326368.000000 Penalty: 70089.187500
Iteration 167Q: 21 clusters Score -1.803264e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235896 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158461 members 
Mstep: Class 9 contains 189147 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38187 members 
Mstep: Class 12 contains 162615 members 
Mstep: Class 13 contains 126112 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 119936 members 
Mstep: Class 18 contains 40586 members 
Mstep: Class 19 contains 65305 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 168Q: 21 clusters Score -1.803261e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235886 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158464 members 
Mstep: Class 9 contains 189158 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38220 members 
Mstep: Class 12 contains 162614 members 
Mstep: Class 13 contains 126109 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 119914 members 
Mstep: Class 18 contains 40586 members 
Mstep: Class 19 contains 65304 members 
Mstep: Class 20 contains 201401 members 
Mstep: Class 21 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326272.000000 Penalty: 70089.187500
Iteration 169Q: 21 clusters Score -1.803263e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235873 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158469 members 
Mstep: Class 9 contains 189191 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 162607 members 
Mstep: Class 13 contains 126107 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 119874 members 
Mstep: Class 18 contains 40584 members 
Mstep: Class 19 contains 65302 members 
Mstep: Class 20 contains 201402 members 
Mstep: Class 21 contains 14411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326176.000000 Penalty: 70089.187500
Iteration 170Q: 21 clusters Score -1.803262e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235875 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158480 members 
Mstep: Class 9 contains 189211 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38263 members 
Mstep: Class 12 contains 162595 members 
Mstep: Class 13 contains 126103 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119841 members 
Mstep: Class 18 contains 40575 members 
Mstep: Class 19 contains 65303 members 
Mstep: Class 20 contains 201401 members 
Mstep: Class 21 contains 14412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326304.000000 Penalty: 70089.187500
Iteration 171Q: 21 clusters Score -1.803263e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235874 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158484 members 
Mstep: Class 9 contains 189215 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38290 members 
Mstep: Class 12 contains 162602 members 
Mstep: Class 13 contains 126102 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119812 members 
Mstep: Class 18 contains 40569 members 
Mstep: Class 19 contains 65302 members 
Mstep: Class 20 contains 201399 members 
Mstep: Class 21 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326304.000000 Penalty: 70089.187500
Iteration 172Q: 21 clusters Score -1.803263e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235874 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158492 members 
Mstep: Class 9 contains 189224 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38312 members 
Mstep: Class 12 contains 162608 members 
Mstep: Class 13 contains 126089 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119786 members 
Mstep: Class 18 contains 40569 members 
Mstep: Class 19 contains 65299 members 
Mstep: Class 20 contains 201400 members 
Mstep: Class 21 contains 14405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 173Q: 21 clusters Score -1.803261e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235878 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158507 members 
Mstep: Class 9 contains 189220 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38326 members 
Mstep: Class 12 contains 162608 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119769 members 
Mstep: Class 18 contains 40565 members 
Mstep: Class 19 contains 65298 members 
Mstep: Class 20 contains 201400 members 
Mstep: Class 21 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 174Q: 21 clusters Score -1.803261e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235882 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158523 members 
Mstep: Class 9 contains 189220 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38332 members 
Mstep: Class 12 contains 162609 members 
Mstep: Class 13 contains 126083 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119755 members 
Mstep: Class 18 contains 40558 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201398 members 
Mstep: Class 21 contains 14405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 175Q: 21 clusters Score -1.803261e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235881 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158531 members 
Mstep: Class 9 contains 189219 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38341 members 
Mstep: Class 12 contains 162608 members 
Mstep: Class 13 contains 126090 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119745 members 
Mstep: Class 18 contains 40552 members 
Mstep: Class 19 contains 65292 members 
Mstep: Class 20 contains 201395 members 
Mstep: Class 21 contains 14405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 176Q: 21 clusters Score -1.80326e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235867 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158551 members 
Mstep: Class 9 contains 189212 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 162607 members 
Mstep: Class 13 contains 126089 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119747 members 
Mstep: Class 18 contains 40547 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201391 members 
Mstep: Class 21 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 177Q: 21 clusters Score -1.80326e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235864 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158566 members 
Mstep: Class 9 contains 189208 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38362 members 
Mstep: Class 12 contains 162600 members 
Mstep: Class 13 contains 126087 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119742 members 
Mstep: Class 18 contains 40547 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201389 members 
Mstep: Class 21 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 178Q: 21 clusters Score -1.80326e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235864 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158572 members 
Mstep: Class 9 contains 189214 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38373 members 
Mstep: Class 12 contains 162596 members 
Mstep: Class 13 contains 126085 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119733 members 
Mstep: Class 18 contains 40550 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201383 members 
Mstep: Class 21 contains 14396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 179Q: 21 clusters Score -1.803261e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235865 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158569 members 
Mstep: Class 9 contains 189228 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 162591 members 
Mstep: Class 13 contains 126087 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119726 members 
Mstep: Class 18 contains 40545 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201381 members 
Mstep: Class 21 contains 14389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326208.000000 Penalty: 70089.187500
Iteration 180F: 21 clusters Score -1.803262e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235862 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158568 members 
Mstep: Class 9 contains 189235 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 162588 members 
Mstep: Class 13 contains 126088 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119714 members 
Mstep: Class 18 contains 40543 members 
Mstep: Class 19 contains 65293 members 
Mstep: Class 20 contains 201377 members 
Mstep: Class 21 contains 14386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326224.000000 Penalty: 70089.187500
Iteration 181Q: 21 clusters Score -1.803262e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235853 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158573 members 
Mstep: Class 9 contains 189241 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38412 members 
Mstep: Class 12 contains 162581 members 
Mstep: Class 13 contains 126091 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119700 members 
Mstep: Class 18 contains 40545 members 
Mstep: Class 19 contains 65291 members 
Mstep: Class 20 contains 201378 members 
Mstep: Class 21 contains 14385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 182Q: 21 clusters Score -1.80326e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235847 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158569 members 
Mstep: Class 9 contains 189244 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38427 members 
Mstep: Class 12 contains 162575 members 
Mstep: Class 13 contains 126094 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119691 members 
Mstep: Class 18 contains 40547 members 
Mstep: Class 19 contains 65291 members 
Mstep: Class 20 contains 201382 members 
Mstep: Class 21 contains 14384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 183Q: 21 clusters Score -1.80326e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235837 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158572 members 
Mstep: Class 9 contains 189248 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38436 members 
Mstep: Class 12 contains 162576 members 
Mstep: Class 13 contains 126093 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119682 members 
Mstep: Class 18 contains 40543 members 
Mstep: Class 19 contains 65292 members 
Mstep: Class 20 contains 201386 members 
Mstep: Class 21 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 184Q: 21 clusters Score -1.80326e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235824 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158573 members 
Mstep: Class 9 contains 189256 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38452 members 
Mstep: Class 12 contains 162567 members 
Mstep: Class 13 contains 126089 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119681 members 
Mstep: Class 18 contains 40540 members 
Mstep: Class 19 contains 65292 members 
Mstep: Class 20 contains 201389 members 
Mstep: Class 21 contains 14389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 185Q: 21 clusters Score -1.80326e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235812 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158573 members 
Mstep: Class 9 contains 189260 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38468 members 
Mstep: Class 12 contains 162561 members 
Mstep: Class 13 contains 126085 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119676 members 
Mstep: Class 18 contains 40539 members 
Mstep: Class 19 contains 65292 members 
Mstep: Class 20 contains 201397 members 
Mstep: Class 21 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 186Q: 21 clusters Score -1.80326e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235791 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158574 members 
Mstep: Class 9 contains 189265 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38482 members 
Mstep: Class 12 contains 162561 members 
Mstep: Class 13 contains 126079 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119676 members 
Mstep: Class 18 contains 40540 members 
Mstep: Class 19 contains 65295 members 
Mstep: Class 20 contains 201402 members 
Mstep: Class 21 contains 14384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 187Q: 21 clusters Score -1.80326e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235777 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158580 members 
Mstep: Class 9 contains 189261 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38497 members 
Mstep: Class 12 contains 162557 members 
Mstep: Class 13 contains 126078 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119672 members 
Mstep: Class 18 contains 40539 members 
Mstep: Class 19 contains 65301 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 188Q: 21 clusters Score -1.80326e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235765 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158586 members 
Mstep: Class 9 contains 189262 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38507 members 
Mstep: Class 12 contains 162555 members 
Mstep: Class 13 contains 126082 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119660 members 
Mstep: Class 18 contains 40537 members 
Mstep: Class 19 contains 65303 members 
Mstep: Class 20 contains 201414 members 
Mstep: Class 21 contains 14379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 189Q: 21 clusters Score -1.803262e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235747 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158595 members 
Mstep: Class 9 contains 189262 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38519 members 
Mstep: Class 12 contains 162559 members 
Mstep: Class 13 contains 126081 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119654 members 
Mstep: Class 18 contains 40537 members 
Mstep: Class 19 contains 65305 members 
Mstep: Class 20 contains 201415 members 
Mstep: Class 21 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326144.000000 Penalty: 70089.187500
Iteration 190Q: 21 clusters Score -1.803261e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235732 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158604 members 
Mstep: Class 9 contains 189267 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38523 members 
Mstep: Class 12 contains 162562 members 
Mstep: Class 13 contains 126080 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119646 members 
Mstep: Class 18 contains 40536 members 
Mstep: Class 19 contains 65308 members 
Mstep: Class 20 contains 201416 members 
Mstep: Class 21 contains 14374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 191Q: 21 clusters Score -1.80326e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235711 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158613 members 
Mstep: Class 9 contains 189275 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38522 members 
Mstep: Class 12 contains 162561 members 
Mstep: Class 13 contains 126080 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119639 members 
Mstep: Class 18 contains 40535 members 
Mstep: Class 19 contains 65311 members 
Mstep: Class 20 contains 201427 members 
Mstep: Class 21 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 192Q: 21 clusters Score -1.80326e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235689 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158621 members 
Mstep: Class 9 contains 189275 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38525 members 
Mstep: Class 12 contains 162556 members 
Mstep: Class 13 contains 126084 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119635 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 65318 members 
Mstep: Class 20 contains 201437 members 
Mstep: Class 21 contains 14376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 193Q: 21 clusters Score -1.803261e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235685 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158626 members 
Mstep: Class 9 contains 189252 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38527 members 
Mstep: Class 12 contains 162561 members 
Mstep: Class 13 contains 126098 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119633 members 
Mstep: Class 18 contains 40532 members 
Mstep: Class 19 contains 65322 members 
Mstep: Class 20 contains 201438 members 
Mstep: Class 21 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 194Q: 21 clusters Score -1.80326e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235681 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158627 members 
Mstep: Class 9 contains 189234 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38531 members 
Mstep: Class 12 contains 162568 members 
Mstep: Class 13 contains 126111 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119629 members 
Mstep: Class 18 contains 40531 members 
Mstep: Class 19 contains 65323 members 
Mstep: Class 20 contains 201440 members 
Mstep: Class 21 contains 14374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 195Q: 21 clusters Score -1.80326e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235669 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4124 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158633 members 
Mstep: Class 9 contains 189230 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38537 members 
Mstep: Class 12 contains 162569 members 
Mstep: Class 13 contains 126117 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119621 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 65323 members 
Mstep: Class 20 contains 201443 members 
Mstep: Class 21 contains 14374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325888.000000 Penalty: 70089.187500
Iteration 196Q: 21 clusters Score -1.803259e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235643 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4125 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158644 members 
Mstep: Class 9 contains 189233 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38543 members 
Mstep: Class 12 contains 162577 members 
Mstep: Class 13 contains 126120 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119615 members 
Mstep: Class 18 contains 40530 members 
Mstep: Class 19 contains 65324 members 
Mstep: Class 20 contains 201444 members 
Mstep: Class 21 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 197Q: 21 clusters Score -1.80326e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235624 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158655 members 
Mstep: Class 9 contains 189228 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38545 members 
Mstep: Class 12 contains 162579 members 
Mstep: Class 13 contains 126124 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119614 members 
Mstep: Class 18 contains 40530 members 
Mstep: Class 19 contains 65322 members 
Mstep: Class 20 contains 201450 members 
Mstep: Class 21 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 198Q: 21 clusters Score -1.80326e+08 nChanged 87
Entering ConstructFrom: 
Score: -180325968.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 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 261 members 
Entering Unmasked Estep 
Score: -54864.015625 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54864.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55146.375000 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55146.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55318.343750 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55318.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55432.144531 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -55432.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55517.390625 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55517.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55577.785156 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55577.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55624.804688 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55653.394531 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55653.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55678.511719 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55678.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55692.511719 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55692.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55713.316406 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55713.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55729.480469 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -55729.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55735.566406 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -55735.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55735.566406 Penalty: 3079.460693
	Iteration 13F: 3 clusters Score -55735.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (235599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235599 members 
Entering Unmasked Estep 
Score: -31514890.000000 Penalty: 3067.731934
	Iteration 0F: 2 clusters Score -3.151489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
Score: -31368148.000000 Penalty: 6135.463867
	Iteration 0F: 3 clusters Score -3.136815e+07 nChanged 113690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 120439 members 
Entering Unmasked Estep 
Score: -31434582.000000 Penalty: 6135.463867
	Iteration 1F: 3 clusters Score -3.143458e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113543 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -31435708.000000 Penalty: 6135.463867
	Iteration 2Q: 3 clusters Score -3.143571e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -31436938.000000 Penalty: 6135.463867
	Iteration 3Q: 3 clusters Score -3.143694e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -31439030.000000 Penalty: 6135.463867
	Iteration 4Q: 3 clusters Score -3.143903e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -31442018.000000 Penalty: 6135.463867
	Iteration 5Q: 3 clusters Score -3.144202e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 142242 members 
Entering Unmasked Estep 
Score: -31447608.000000 Penalty: 6135.463867
	Iteration 6Q: 3 clusters Score -3.144761e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -31456786.000000 Penalty: 6135.463867
	Iteration 7F: 3 clusters Score -3.145679e+07 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 167072 members 
Entering Unmasked Estep 
Score: -31469276.000000 Penalty: 6135.463867
	Iteration 8F: 3 clusters Score -3.146928e+07 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 180239 members 
Entering Unmasked Estep 
Score: -31482174.000000 Penalty: 6135.463867
	Iteration 9F: 3 clusters Score -3.148217e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -31491380.000000 Penalty: 6135.463867
	Iteration 10F: 3 clusters Score -3.149138e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -31496258.000000 Penalty: 6135.463867
	Iteration 11Q: 3 clusters Score -3.149626e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 198969 members 
Entering Unmasked Estep 
Score: -31498834.000000 Penalty: 6135.463867
	Iteration 12Q: 3 clusters Score -3.149883e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 202146 members 
Entering Unmasked Estep 
Score: -31500226.000000 Penalty: 6135.463867
	Iteration 13Q: 3 clusters Score -3.150023e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -31501014.000000 Penalty: 6135.463867
	Iteration 14Q: 3 clusters Score -3.150101e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 207251 members 
Entering Unmasked Estep 
Score: -31501592.000000 Penalty: 6135.463867
	Iteration 15Q: 3 clusters Score -3.150159e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 209428 members 
Entering Unmasked Estep 
Score: -31502252.000000 Penalty: 6135.463867
	Iteration 16Q: 3 clusters Score -3.150225e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 211456 members 
Entering Unmasked Estep 
Score: -31503012.000000 Penalty: 6135.463867
	Iteration 17Q: 3 clusters Score -3.150301e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 213392 members 
Entering Unmasked Estep 
Score: -31503416.000000 Penalty: 6135.463867
	Iteration 18Q: 3 clusters Score -3.150342e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 215163 members 
Entering Unmasked Estep 
Score: -31503808.000000 Penalty: 6135.463867
	Iteration 19Q: 3 clusters Score -3.150381e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -31504278.000000 Penalty: 6135.463867
	Iteration 20F: 3 clusters Score -3.150428e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 218388 members 
Entering Unmasked Estep 
Score: -31504776.000000 Penalty: 6135.463867
	Iteration 21Q: 3 clusters Score -3.150478e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 219883 members 
Entering Unmasked Estep 
Score: -31505222.000000 Penalty: 6135.463867
	Iteration 22Q: 3 clusters Score -3.150522e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 221269 members 
Entering Unmasked Estep 
Score: -31505528.000000 Penalty: 6135.463867
	Iteration 23Q: 3 clusters Score -3.150553e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 222525 members 
Entering Unmasked Estep 
Score: -31506128.000000 Penalty: 6135.463867
	Iteration 24Q: 3 clusters Score -3.150613e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 223691 members 
Entering Unmasked Estep 
Score: -31506536.000000 Penalty: 6135.463867
	Iteration 25Q: 3 clusters Score -3.150654e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 224743 members 
Entering Unmasked Estep 
Score: -31507054.000000 Penalty: 6135.463867
	Iteration 26Q: 3 clusters Score -3.150705e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -31507544.000000 Penalty: 6135.463867
	Iteration 27Q: 3 clusters Score -3.150754e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 226634 members 
Entering Unmasked Estep 
Score: -31507996.000000 Penalty: 6135.463867
	Iteration 28Q: 3 clusters Score -3.1508e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 227443 members 
Entering Unmasked Estep 
Score: -31508532.000000 Penalty: 6135.463867
	Iteration 29Q: 3 clusters Score -3.150853e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 228193 members 
Entering Unmasked Estep 
Score: -31508872.000000 Penalty: 6135.463867
	Iteration 30Q: 3 clusters Score -3.150887e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 228896 members 
Entering Unmasked Estep 
Score: -31509194.000000 Penalty: 6135.463867
	Iteration 31Q: 3 clusters Score -3.150919e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 229468 members 
Entering Unmasked Estep 
Score: -31509564.000000 Penalty: 6135.463867
	Iteration 32Q: 3 clusters Score -3.150956e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 229956 members 
Entering Unmasked Estep 
Score: -31509894.000000 Penalty: 6135.463867
	Iteration 33Q: 3 clusters Score -3.150989e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 230391 members 
Entering Unmasked Estep 
Score: -31510114.000000 Penalty: 6135.463867
	Iteration 34Q: 3 clusters Score -3.151011e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 230730 members 
Entering Unmasked Estep 
Score: -31510324.000000 Penalty: 6135.463867
	Iteration 35Q: 3 clusters Score -3.151032e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 231016 members 
Entering Unmasked Estep 
Score: -31510446.000000 Penalty: 6135.463867
	Iteration 36Q: 3 clusters Score -3.151045e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 231268 members 
Entering Unmasked Estep 
Score: -31510598.000000 Penalty: 6135.463867
	Iteration 37Q: 3 clusters Score -3.15106e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 231514 members 
Entering Unmasked Estep 
Score: -31510662.000000 Penalty: 6135.463867
	Iteration 38Q: 3 clusters Score -3.151066e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 231746 members 
Entering Unmasked Estep 
Score: -31510784.000000 Penalty: 6135.463867
	Iteration 39Q: 3 clusters Score -3.151078e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 231948 members 
Entering Unmasked Estep 
Score: -31510866.000000 Penalty: 6135.463867
	Iteration 40F: 3 clusters Score -3.151087e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 232138 members 
Entering Unmasked Estep 
Score: -31510986.000000 Penalty: 6135.463867
	Iteration 41Q: 3 clusters Score -3.151099e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 232305 members 
Entering Unmasked Estep 
Score: -31511058.000000 Penalty: 6135.463867
	Iteration 42Q: 3 clusters Score -3.151106e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 232447 members 
Entering Unmasked Estep 
Score: -31511160.000000 Penalty: 6135.463867
	Iteration 43Q: 3 clusters Score -3.151116e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 232555 members 
Entering Unmasked Estep 
Score: -31511224.000000 Penalty: 6135.463867
	Iteration 44Q: 3 clusters Score -3.151122e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -31511274.000000 Penalty: 6135.463867
	Iteration 45Q: 3 clusters Score -3.151127e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 232728 members 
Entering Unmasked Estep 
Score: -31511336.000000 Penalty: 6135.463867
	Iteration 46Q: 3 clusters Score -3.151134e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 232812 members 
Entering Unmasked Estep 
Score: -31511418.000000 Penalty: 6135.463867
	Iteration 47Q: 3 clusters Score -3.151142e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 232885 members 
Entering Unmasked Estep 
Score: -31511468.000000 Penalty: 6135.463867
	Iteration 48Q: 3 clusters Score -3.151147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 232948 members 
Entering Unmasked Estep 
Score: -31511490.000000 Penalty: 6135.463867
	Iteration 49Q: 3 clusters Score -3.151149e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 233010 members 
Entering Unmasked Estep 
Score: -31511540.000000 Penalty: 6135.463867
	Iteration 50Q: 3 clusters Score -3.151154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 233066 members 
Entering Unmasked Estep 
Score: -31511554.000000 Penalty: 6135.463867
	Iteration 51Q: 3 clusters Score -3.151155e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 233127 members 
Entering Unmasked Estep 
Score: -31511572.000000 Penalty: 6135.463867
	Iteration 52Q: 3 clusters Score -3.151157e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 233178 members 
Entering Unmasked Estep 
Score: -31511600.000000 Penalty: 6135.463867
	Iteration 53Q: 3 clusters Score -3.15116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 233233 members 
Entering Unmasked Estep 
Score: -31511640.000000 Penalty: 6135.463867
	Iteration 54Q: 3 clusters Score -3.151164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 233281 members 
Entering Unmasked Estep 
Score: -31511686.000000 Penalty: 6135.463867
	Iteration 55Q: 3 clusters Score -3.151169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 233331 members 
Entering Unmasked Estep 
Score: -31511714.000000 Penalty: 6135.463867
	Iteration 56Q: 3 clusters Score -3.151171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 233362 members 
Entering Unmasked Estep 
Score: -31511720.000000 Penalty: 6135.463867
	Iteration 57Q: 3 clusters Score -3.151172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 233389 members 
Entering Unmasked Estep 
Score: -31511744.000000 Penalty: 6135.463867
	Iteration 58Q: 3 clusters Score -3.151174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 233414 members 
Entering Unmasked Estep 
Score: -31511786.000000 Penalty: 6135.463867
	Iteration 59Q: 3 clusters Score -3.151179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 233442 members 
Entering Unmasked Estep 
Score: -31511756.000000 Penalty: 6135.463867
	Iteration 60F: 3 clusters Score -3.151176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 233470 members 
Entering Unmasked Estep 
Score: -31511774.000000 Penalty: 6135.463867
	Iteration 61Q: 3 clusters Score -3.151177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 233487 members 
Entering Unmasked Estep 
Score: -31511764.000000 Penalty: 6135.463867
	Iteration 62Q: 3 clusters Score -3.151176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 233501 members 
Entering Unmasked Estep 
Score: -31511794.000000 Penalty: 6135.463867
	Iteration 63Q: 3 clusters Score -3.151179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 233516 members 
Entering Unmasked Estep 
Score: -31511800.000000 Penalty: 6135.463867
	Iteration 64Q: 3 clusters Score -3.15118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 233533 members 
Entering Unmasked Estep 
Score: -31511794.000000 Penalty: 6135.463867
	Iteration 65Q: 3 clusters Score -3.151179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 233548 members 
Entering Unmasked Estep 
Score: -31511806.000000 Penalty: 6135.463867
	Iteration 66Q: 3 clusters Score -3.151181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 233559 members 
Entering Unmasked Estep 
Score: -31511820.000000 Penalty: 6135.463867
	Iteration 67Q: 3 clusters Score -3.151182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 233579 members 
Entering Unmasked Estep 
Score: -31511842.000000 Penalty: 6135.463867
	Iteration 68Q: 3 clusters Score -3.151184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 233592 members 
Entering Unmasked Estep 
Score: -31511818.000000 Penalty: 6135.463867
	Iteration 69Q: 3 clusters Score -3.151182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 233603 members 
Entering Unmasked Estep 
Score: -31511858.000000 Penalty: 6135.463867
	Iteration 70Q: 3 clusters Score -3.151186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 233618 members 
Entering Unmasked Estep 
Score: -31511852.000000 Penalty: 6135.463867
	Iteration 71Q: 3 clusters Score -3.151185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 233632 members 
Entering Unmasked Estep 
Score: -31511832.000000 Penalty: 6135.463867
	Iteration 72Q: 3 clusters Score -3.151183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 233644 members 
Entering Unmasked Estep 
Score: -31511866.000000 Penalty: 6135.463867
	Iteration 73Q: 3 clusters Score -3.151187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 233651 members 
Entering Unmasked Estep 
Score: -31511870.000000 Penalty: 6135.463867
	Iteration 74Q: 3 clusters Score -3.151187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 233661 members 
Entering Unmasked Estep 
Score: -31511872.000000 Penalty: 6135.463867
	Iteration 75Q: 3 clusters Score -3.151187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 233663 members 
Entering Unmasked Estep 
Score: -31511872.000000 Penalty: 6135.463867
	Iteration 76Q: 3 clusters Score -3.151187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 233666 members 
Entering Unmasked Estep 
Score: -31511870.000000 Penalty: 6135.463867
	Iteration 77Q: 3 clusters Score -3.151187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 233669 members 
Entering Unmasked Estep 
Score: -31511858.000000 Penalty: 6135.463867
	Iteration 78Q: 3 clusters Score -3.151186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 233670 members 
Entering Unmasked Estep 
Score: -31511856.000000 Penalty: 6135.463867
	Iteration 79Q: 3 clusters Score -3.151186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 233670 members 
Entering Unmasked Estep 
Score: -31511870.000000 Penalty: 6135.463867
	Iteration 80F: 3 clusters Score -3.151187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 233670 members 
Entering Unmasked Estep 
Score: -31511850.000000 Penalty: 6135.463867
	Iteration 81Q: 3 clusters Score -3.151185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 233672 members 
Entering Unmasked Estep 
Score: -31511862.000000 Penalty: 6135.463867
	Iteration 82Q: 3 clusters Score -3.151186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 233675 members 
Entering Unmasked Estep 
Score: -31511870.000000 Penalty: 6135.463867
	Iteration 83Q: 3 clusters Score -3.151187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 233676 members 
Entering Unmasked Estep 
Score: -31511872.000000 Penalty: 6135.463867
	Iteration 84Q: 3 clusters Score -3.151187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 233676 members 
Entering Unmasked Estep 
Score: -31511872.000000 Penalty: 6135.463867
	Iteration 85F: 3 clusters Score -3.151187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 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 298 members 
Entering Unmasked Estep 
Score: -70273.882812 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70273.88 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70619.546875 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70619.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70811.304688 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70811.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71037.687500 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -71037.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71244.335938 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -71244.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71308.421875 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -71308.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -71346.781250 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -71346.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -71375.601562 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -71375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71398.875000 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -71398.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -71417.054688 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -71417.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -71440.140625 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -71440.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71465.062500 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71465.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71466.312500 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -71466.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71466.312500 Penalty: 3163.699219
	Iteration 13F: 3 clusters Score -71466.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -183534.343750 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -183534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181273.531250 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -181273.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -181656.875000 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -181656.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -181759.531250 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -181759.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -181818.312500 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -181818.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181850.593750 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -181850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -181873.828125 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -181873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181889.593750 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -181889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181896.625000 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -181896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -181899.250000 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -181899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181902.781250 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -181902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -181903.953125 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -181904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -181906.625000 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -181906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -181907.750000 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -181907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -181908.781250 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -181908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181909.343750 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -181909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181909.343750 Penalty: 3614.969238
	Iteration 15F: 3 clusters Score -181909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104626.132812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104626.1 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 409 members 
Entering Unmasked Estep 
Score: -102783.507812 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102783.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103082.078125 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103082.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103215.023438 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -103215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103294.906250 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -103294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103368.320312 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -103368.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103454.593750 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -103454.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103517.406250 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -103517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103557.742188 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -103557.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103597.070312 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -103597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103639.437500 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -103639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103690.171875 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -103690.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103727.867188 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -103727.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103792.781250 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -103792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103862.140625 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -103862.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103920.867188 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -103920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103983.226562 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -103983.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104058.578125 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -104058.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104151.562500 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -104151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104213.414062 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -104213.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104248.851562 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -104248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104258.875000 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -104258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104262.625000 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -104262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104265.093750 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -104265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104268.062500 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -104268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104271.468750 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -104271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104273.929688 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -104273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104276.976562 Penalty: 3353.165527
	Iteration 26Q: 3 clusters Score -104277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104285.523438 Penalty: 3353.165527
	Iteration 27Q: 3 clusters Score -104285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104286.523438 Penalty: 3353.165527
	Iteration 28Q: 3 clusters Score -104286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104287.992188 Penalty: 3353.165527
	Iteration 29Q: 3 clusters Score -104288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104289.445312 Penalty: 3353.165527
	Iteration 30Q: 3 clusters Score -104289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104290.078125 Penalty: 3353.165527
	Iteration 31Q: 3 clusters Score -104290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104290.078125 Penalty: 3353.165527
	Iteration 32F: 3 clusters Score -104290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -526294.625000 Penalty: 2064.856201
	Iteration 0F: 2 clusters Score -526294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -522323.968750 Penalty: 4129.712402
	Iteration 0F: 3 clusters Score -522324 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -523300.156250 Penalty: 4129.712402
	Iteration 1F: 3 clusters Score -523300.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -523574.000000 Penalty: 4129.712402
	Iteration 2F: 3 clusters Score -523574 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -523790.843750 Penalty: 4129.712402
	Iteration 3F: 3 clusters Score -523790.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -523965.500000 Penalty: 4129.712402
	Iteration 4F: 3 clusters Score -523965.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -524104.718750 Penalty: 4129.712402
	Iteration 5Q: 3 clusters Score -524104.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -524214.843750 Penalty: 4129.712402
	Iteration 6Q: 3 clusters Score -524214.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -524314.562500 Penalty: 4129.712402
	Iteration 7Q: 3 clusters Score -524314.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -524402.062500 Penalty: 4129.712402
	Iteration 8Q: 3 clusters Score -524402.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -524484.312500 Penalty: 4129.712402
	Iteration 9Q: 3 clusters Score -524484.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -524563.312500 Penalty: 4129.712402
	Iteration 10Q: 3 clusters Score -524563.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -524629.375000 Penalty: 4129.712402
	Iteration 11Q: 3 clusters Score -524629.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -524680.312500 Penalty: 4129.712402
	Iteration 12Q: 3 clusters Score -524680.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -524718.437500 Penalty: 4129.712402
	Iteration 13Q: 3 clusters Score -524718.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -524751.625000 Penalty: 4129.712402
	Iteration 14Q: 3 clusters Score -524751.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -524777.187500 Penalty: 4129.712402
	Iteration 15Q: 3 clusters Score -524777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -524787.500000 Penalty: 4129.712402
	Iteration 16Q: 3 clusters Score -524787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -524792.312500 Penalty: 4129.712402
	Iteration 17Q: 3 clusters Score -524792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -524795.500000 Penalty: 4129.712402
	Iteration 18Q: 3 clusters Score -524795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -524795.125000 Penalty: 4129.712402
	Iteration 19Q: 3 clusters Score -524795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -524798.375000 Penalty: 4129.712402
	Iteration 20F: 3 clusters Score -524798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -524801.375000 Penalty: 4129.712402
	Iteration 21Q: 3 clusters Score -524801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -524804.937500 Penalty: 4129.712402
	Iteration 22Q: 3 clusters Score -524804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -524806.250000 Penalty: 4129.712402
	Iteration 23Q: 3 clusters Score -524806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -524805.937500 Penalty: 4129.712402
	Iteration 24Q: 3 clusters Score -524805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -524806.687500 Penalty: 4129.712402
	Iteration 25Q: 3 clusters Score -524806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -524810.375000 Penalty: 4129.712402
	Iteration 26Q: 3 clusters Score -524810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -524811.125000 Penalty: 4129.712402
	Iteration 27Q: 3 clusters Score -524811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -524815.875000 Penalty: 4129.712402
	Iteration 28Q: 3 clusters Score -524815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -524818.812500 Penalty: 4129.712402
	Iteration 29Q: 3 clusters Score -524818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -524820.000000 Penalty: 4129.712402
	Iteration 30Q: 3 clusters Score -524820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -524820.937500 Penalty: 4129.712402
	Iteration 31Q: 3 clusters Score -524820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -524824.750000 Penalty: 4129.712402
	Iteration 32Q: 3 clusters Score -524824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -524827.000000 Penalty: 4129.712402
	Iteration 33Q: 3 clusters Score -524827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -524829.812500 Penalty: 4129.712402
	Iteration 34Q: 3 clusters Score -524829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -524830.875000 Penalty: 4129.712402
	Iteration 35Q: 3 clusters Score -524830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -524831.500000 Penalty: 4129.712402
	Iteration 36Q: 3 clusters Score -524831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -524833.187500 Penalty: 4129.712402
	Iteration 37Q: 3 clusters Score -524833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -524835.687500 Penalty: 4129.712402
	Iteration 38Q: 3 clusters Score -524835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -524838.000000 Penalty: 4129.712402
	Iteration 39Q: 3 clusters Score -524838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -524838.375000 Penalty: 4129.712402
	Iteration 40F: 3 clusters Score -524838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -524838.562500 Penalty: 4129.712402
	Iteration 41Q: 3 clusters Score -524838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -524838.562500 Penalty: 4129.712402
	Iteration 42F: 3 clusters Score -524838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -403518.687500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -403518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -400232.593750 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -400232.6 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400938.312500 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -400938.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -401178.593750 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -401178.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -401398.406250 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -401398.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -401616.000000 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -401616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -401857.437500 Penalty: 3979.356689
	Iteration 5F: 3 clusters Score -401857.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -402135.437500 Penalty: 3979.356689
	Iteration 6F: 3 clusters Score -402135.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -402336.656250 Penalty: 3979.356689
	Iteration 7F: 3 clusters Score -402336.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402481.468750 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -402481.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -402629.593750 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -402629.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -402711.625000 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -402711.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402770.625000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -402770.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -402817.156250 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -402817.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -402852.531250 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -402852.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -402885.062500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -402885.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -402906.656250 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -402906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -402930.406250 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -402930.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -402948.250000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -402948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -402978.187500 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -402978.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -403008.156250 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -403008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -403028.031250 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -403028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -403044.312500 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -403044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -403050.781250 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -403050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -403051.250000 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -403051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -403051.250000 Penalty: 3979.356689
	Iteration 24F: 3 clusters Score -403051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158664 members 
Entering Unmasked Estep 
Score: -21400688.000000 Penalty: 2969.686768
	Iteration 0F: 2 clusters Score -2.140069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -21295954.000000 Penalty: 5939.373535
	Iteration 0F: 3 clusters Score -2.129595e+07 nChanged 76322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -21339898.000000 Penalty: 5939.373535
	Iteration 1F: 3 clusters Score -2.13399e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -21340500.000000 Penalty: 5939.373535
	Iteration 2Q: 3 clusters Score -2.13405e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -21341228.000000 Penalty: 5939.373535
	Iteration 3Q: 3 clusters Score -2.134123e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -21342050.000000 Penalty: 5939.373535
	Iteration 4Q: 3 clusters Score -2.134205e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -21343022.000000 Penalty: 5939.373535
	Iteration 5Q: 3 clusters Score -2.134302e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -21344274.000000 Penalty: 5939.373535
	Iteration 6Q: 3 clusters Score -2.134427e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -21346460.000000 Penalty: 5939.373535
	Iteration 7Q: 3 clusters Score -2.134646e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -21349764.000000 Penalty: 5939.373535
	Iteration 8Q: 3 clusters Score -2.134976e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -21354974.000000 Penalty: 5939.373535
	Iteration 9F: 3 clusters Score -2.135497e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -21362214.000000 Penalty: 5939.373535
	Iteration 10F: 3 clusters Score -2.136221e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -21370352.000000 Penalty: 5939.373535
	Iteration 11F: 3 clusters Score -2.137035e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128687 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -21377840.000000 Penalty: 5939.373535
	Iteration 12F: 3 clusters Score -2.137784e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136074 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -21383662.000000 Penalty: 5939.373535
	Iteration 13Q: 3 clusters Score -2.138366e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -21388012.000000 Penalty: 5939.373535
	Iteration 14Q: 3 clusters Score -2.138801e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -21391244.000000 Penalty: 5939.373535
	Iteration 15Q: 3 clusters Score -2.139124e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -21393418.000000 Penalty: 5939.373535
	Iteration 16Q: 3 clusters Score -2.139342e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -21394912.000000 Penalty: 5939.373535
	Iteration 17Q: 3 clusters Score -2.139491e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153954 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -21396002.000000 Penalty: 5939.373535
	Iteration 18Q: 3 clusters Score -2.1396e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -21396660.000000 Penalty: 5939.373535
	Iteration 19Q: 3 clusters Score -2.139666e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21397064.000000 Penalty: 5939.373535
	Iteration 20F: 3 clusters Score -2.139706e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21397396.000000 Penalty: 5939.373535
	Iteration 21Q: 3 clusters Score -2.13974e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21397708.000000 Penalty: 5939.373535
	Iteration 22Q: 3 clusters Score -2.139771e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21397832.000000 Penalty: 5939.373535
	Iteration 23Q: 3 clusters Score -2.139783e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21397948.000000 Penalty: 5939.373535
	Iteration 24Q: 3 clusters Score -2.139795e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21397990.000000 Penalty: 5939.373535
	Iteration 25Q: 3 clusters Score -2.139799e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21398020.000000 Penalty: 5939.373535
	Iteration 26Q: 3 clusters Score -2.139802e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21398072.000000 Penalty: 5939.373535
	Iteration 27Q: 3 clusters Score -2.139807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21398074.000000 Penalty: 5939.373535
	Iteration 28Q: 3 clusters Score -2.139807e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21398074.000000 Penalty: 5939.373535
	Iteration 29Q: 3 clusters Score -2.139807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157728 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21398122.000000 Penalty: 5939.373535
	Iteration 30Q: 3 clusters Score -2.139812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -21398134.000000 Penalty: 5939.373535
	Iteration 31Q: 3 clusters Score -2.139813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21398146.000000 Penalty: 5939.373535
	Iteration 32Q: 3 clusters Score -2.139815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157776 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21398140.000000 Penalty: 5939.373535
	Iteration 33Q: 3 clusters Score -2.139814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157787 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21398160.000000 Penalty: 5939.373535
	Iteration 34Q: 3 clusters Score -2.139816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157795 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -21398156.000000 Penalty: 5939.373535
	Iteration 35Q: 3 clusters Score -2.139816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21398168.000000 Penalty: 5939.373535
	Iteration 36Q: 3 clusters Score -2.139817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21398174.000000 Penalty: 5939.373535
	Iteration 37Q: 3 clusters Score -2.139817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21398168.000000 Penalty: 5939.373535
	Iteration 38Q: 3 clusters Score -2.139817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21398176.000000 Penalty: 5939.373535
	Iteration 39Q: 3 clusters Score -2.139818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21398186.000000 Penalty: 5939.373535
	Iteration 40F: 3 clusters Score -2.139819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21398184.000000 Penalty: 5939.373535
	Iteration 41Q: 3 clusters Score -2.139818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21398186.000000 Penalty: 5939.373535
	Iteration 42Q: 3 clusters Score -2.139819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21398192.000000 Penalty: 5939.373535
	Iteration 43Q: 3 clusters Score -2.139819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21398194.000000 Penalty: 5939.373535
	Iteration 44Q: 3 clusters Score -2.139819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21398204.000000 Penalty: 5939.373535
	Iteration 45Q: 3 clusters Score -2.13982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21398210.000000 Penalty: 5939.373535
	Iteration 46Q: 3 clusters Score -2.139821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21398212.000000 Penalty: 5939.373535
	Iteration 47Q: 3 clusters Score -2.139821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21398210.000000 Penalty: 5939.373535
	Iteration 48Q: 3 clusters Score -2.139821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21398210.000000 Penalty: 5939.373535
	Iteration 49Q: 3 clusters Score -2.139821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21398210.000000 Penalty: 5939.373535
	Iteration 50F: 3 clusters Score -2.139821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189238 members 
Entering Unmasked Estep 
Score: -25405288.000000 Penalty: 3013.388672
	Iteration 0F: 2 clusters Score -2.540529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -25282390.000000 Penalty: 6026.777344
	Iteration 0F: 3 clusters Score -2.528239e+07 nChanged 91087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -25336042.000000 Penalty: 6026.777344
	Iteration 1F: 3 clusters Score -2.533604e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -25336966.000000 Penalty: 6026.777344
	Iteration 2Q: 3 clusters Score -2.533697e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -25338432.000000 Penalty: 6026.777344
	Iteration 3Q: 3 clusters Score -2.533843e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -25340210.000000 Penalty: 6026.777344
	Iteration 4Q: 3 clusters Score -2.534021e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -25342838.000000 Penalty: 6026.777344
	Iteration 5Q: 3 clusters Score -2.534284e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -25346368.000000 Penalty: 6026.777344
	Iteration 6Q: 3 clusters Score -2.534637e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115042 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -25351456.000000 Penalty: 6026.777344
	Iteration 7Q: 3 clusters Score -2.535146e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -25357686.000000 Penalty: 6026.777344
	Iteration 8F: 3 clusters Score -2.535769e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130254 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -25365292.000000 Penalty: 6026.777344
	Iteration 9F: 3 clusters Score -2.536529e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -25373224.000000 Penalty: 6026.777344
	Iteration 10F: 3 clusters Score -2.537322e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -25380056.000000 Penalty: 6026.777344
	Iteration 11F: 3 clusters Score -2.538006e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151209 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -25385196.000000 Penalty: 6026.777344
	Iteration 12Q: 3 clusters Score -2.53852e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -25388736.000000 Penalty: 6026.777344
	Iteration 13Q: 3 clusters Score -2.538874e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -25391562.000000 Penalty: 6026.777344
	Iteration 14Q: 3 clusters Score -2.539156e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -25394242.000000 Penalty: 6026.777344
	Iteration 15Q: 3 clusters Score -2.539424e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -25396436.000000 Penalty: 6026.777344
	Iteration 16Q: 3 clusters Score -2.539644e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172542 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -25398216.000000 Penalty: 6026.777344
	Iteration 17Q: 3 clusters Score -2.539822e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -25399802.000000 Penalty: 6026.777344
	Iteration 18Q: 3 clusters Score -2.53998e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177804 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -25401074.000000 Penalty: 6026.777344
	Iteration 19Q: 3 clusters Score -2.540107e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179841 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -25401840.000000 Penalty: 6026.777344
	Iteration 20F: 3 clusters Score -2.540184e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181450 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -25402514.000000 Penalty: 6026.777344
	Iteration 21Q: 3 clusters Score -2.540251e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182683 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -25402828.000000 Penalty: 6026.777344
	Iteration 22Q: 3 clusters Score -2.540283e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183682 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -25403158.000000 Penalty: 6026.777344
	Iteration 23Q: 3 clusters Score -2.540316e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184448 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -25403284.000000 Penalty: 6026.777344
	Iteration 24Q: 3 clusters Score -2.540328e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185023 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -25403468.000000 Penalty: 6026.777344
	Iteration 25Q: 3 clusters Score -2.540347e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185462 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -25403566.000000 Penalty: 6026.777344
	Iteration 26Q: 3 clusters Score -2.540357e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -25403604.000000 Penalty: 6026.777344
	Iteration 27Q: 3 clusters Score -2.54036e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -25403642.000000 Penalty: 6026.777344
	Iteration 28Q: 3 clusters Score -2.540364e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186243 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -25403640.000000 Penalty: 6026.777344
	Iteration 29Q: 3 clusters Score -2.540364e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -25403682.000000 Penalty: 6026.777344
	Iteration 30Q: 3 clusters Score -2.540368e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186524 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -25403708.000000 Penalty: 6026.777344
	Iteration 31Q: 3 clusters Score -2.540371e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186639 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25403758.000000 Penalty: 6026.777344
	Iteration 32Q: 3 clusters Score -2.540376e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186749 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25403736.000000 Penalty: 6026.777344
	Iteration 33Q: 3 clusters Score -2.540374e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -25403762.000000 Penalty: 6026.777344
	Iteration 34Q: 3 clusters Score -2.540376e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -25403734.000000 Penalty: 6026.777344
	Iteration 35Q: 3 clusters Score -2.540373e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186933 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -25403720.000000 Penalty: 6026.777344
	Iteration 36Q: 3 clusters Score -2.540372e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -25403734.000000 Penalty: 6026.777344
	Iteration 37Q: 3 clusters Score -2.540373e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187016 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25403708.000000 Penalty: 6026.777344
	Iteration 38Q: 3 clusters Score -2.540371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187051 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25403686.000000 Penalty: 6026.777344
	Iteration 39Q: 3 clusters Score -2.540369e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -25403670.000000 Penalty: 6026.777344
	Iteration 40F: 3 clusters Score -2.540367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -25403668.000000 Penalty: 6026.777344
	Iteration 41Q: 3 clusters Score -2.540367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187129 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25403684.000000 Penalty: 6026.777344
	Iteration 42Q: 3 clusters Score -2.540368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25403674.000000 Penalty: 6026.777344
	Iteration 43Q: 3 clusters Score -2.540367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -25403684.000000 Penalty: 6026.777344
	Iteration 44Q: 3 clusters Score -2.540368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25403698.000000 Penalty: 6026.777344
	Iteration 45Q: 3 clusters Score -2.54037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25403714.000000 Penalty: 6026.777344
	Iteration 46Q: 3 clusters Score -2.540371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187189 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25403722.000000 Penalty: 6026.777344
	Iteration 47Q: 3 clusters Score -2.540372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -25403692.000000 Penalty: 6026.777344
	Iteration 48Q: 3 clusters Score -2.540369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187223 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -25403696.000000 Penalty: 6026.777344
	Iteration 49Q: 3 clusters Score -2.54037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -25403692.000000 Penalty: 6026.777344
	Iteration 50Q: 3 clusters Score -2.540369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -25403698.000000 Penalty: 6026.777344
	Iteration 51Q: 3 clusters Score -2.54037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187266 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25403692.000000 Penalty: 6026.777344
	Iteration 52Q: 3 clusters Score -2.540369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -25403696.000000 Penalty: 6026.777344
	Iteration 53Q: 3 clusters Score -2.54037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -25403680.000000 Penalty: 6026.777344
	Iteration 54Q: 3 clusters Score -2.540368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -25403686.000000 Penalty: 6026.777344
	Iteration 55Q: 3 clusters Score -2.540369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187288 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -25403700.000000 Penalty: 6026.777344
	Iteration 56Q: 3 clusters Score -2.54037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187293 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25403698.000000 Penalty: 6026.777344
	Iteration 57Q: 3 clusters Score -2.54037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187293 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25403698.000000 Penalty: 6026.777344
	Iteration 58F: 3 clusters Score -2.54037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 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 484 members 
Entering Unmasked Estep 
Score: -116669.101562 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116669.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116994.234375 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116994.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117098.976562 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117165.390625 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -117165.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117245.875000 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117245.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117297.789062 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117330.085938 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117330.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117352.773438 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117368.281250 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117376.882812 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117384.179688 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117388.156250 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117393.531250 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117399.867188 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117411.242188 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117417.257812 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117422.898438 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117431.703125 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117447.492188 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117457.359375 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -117457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117467.695312 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -117467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117475.078125 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -117475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117481.945312 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -117481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117496.976562 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -117497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117514.265625 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -117514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117534.007812 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -117534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117548.234375 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -117548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117555.273438 Penalty: 3395.028320
	Iteration 27Q: 3 clusters Score -117555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117558.906250 Penalty: 3395.028320
	Iteration 28Q: 3 clusters Score -117558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117558.906250 Penalty: 3395.028320
	Iteration 29F: 3 clusters Score -117558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Entering Unmasked Estep 
Score: -5081982.000000 Penalty: 2618.795654
	Iteration 0F: 2 clusters Score -5081982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5055889.500000 Penalty: 5237.591309
	Iteration 0F: 3 clusters Score -5055890 nChanged 17671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5065551.000000 Penalty: 5237.591309
	Iteration 1F: 3 clusters Score -5065551 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5066220.000000 Penalty: 5237.591309
	Iteration 2Q: 3 clusters Score -5066220 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5066985.500000 Penalty: 5237.591309
	Iteration 3Q: 3 clusters Score -5066986 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5067768.500000 Penalty: 5237.591309
	Iteration 4Q: 3 clusters Score -5067768 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5068569.000000 Penalty: 5237.591309
	Iteration 5Q: 3 clusters Score -5068569 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5069453.000000 Penalty: 5237.591309
	Iteration 6Q: 3 clusters Score -5069453 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5070406.000000 Penalty: 5237.591309
	Iteration 7Q: 3 clusters Score -5070406 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5071526.500000 Penalty: 5237.591309
	Iteration 8F: 3 clusters Score -5071526 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5072770.000000 Penalty: 5237.591309
	Iteration 9F: 3 clusters Score -5072770 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5073977.500000 Penalty: 5237.591309
	Iteration 10Q: 3 clusters Score -5073978 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5074927.500000 Penalty: 5237.591309
	Iteration 11Q: 3 clusters Score -5074928 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5075592.000000 Penalty: 5237.591309
	Iteration 12Q: 3 clusters Score -5075592 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5076082.500000 Penalty: 5237.591309
	Iteration 13Q: 3 clusters Score -5076082 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -5076482.500000 Penalty: 5237.591309
	Iteration 14Q: 3 clusters Score -5076482 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -5076849.500000 Penalty: 5237.591309
	Iteration 15Q: 3 clusters Score -5076850 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5077290.000000 Penalty: 5237.591309
	Iteration 16Q: 3 clusters Score -5077290 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5077744.500000 Penalty: 5237.591309
	Iteration 17Q: 3 clusters Score -5077744 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5078162.000000 Penalty: 5237.591309
	Iteration 18Q: 3 clusters Score -5078162 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5078552.500000 Penalty: 5237.591309
	Iteration 19Q: 3 clusters Score -5078552 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5078917.500000 Penalty: 5237.591309
	Iteration 20F: 3 clusters Score -5078918 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5079178.500000 Penalty: 5237.591309
	Iteration 21Q: 3 clusters Score -5079178 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5079402.500000 Penalty: 5237.591309
	Iteration 22Q: 3 clusters Score -5079402 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5079609.000000 Penalty: 5237.591309
	Iteration 23Q: 3 clusters Score -5079609 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5079758.500000 Penalty: 5237.591309
	Iteration 24Q: 3 clusters Score -5079758 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5079890.000000 Penalty: 5237.591309
	Iteration 25Q: 3 clusters Score -5079890 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5079963.000000 Penalty: 5237.591309
	Iteration 26Q: 3 clusters Score -5079963 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5080038.000000 Penalty: 5237.591309
	Iteration 27Q: 3 clusters Score -5080038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5080081.500000 Penalty: 5237.591309
	Iteration 28Q: 3 clusters Score -5080082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5080119.500000 Penalty: 5237.591309
	Iteration 29Q: 3 clusters Score -5080120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5080152.500000 Penalty: 5237.591309
	Iteration 30Q: 3 clusters Score -5080152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5080169.000000 Penalty: 5237.591309
	Iteration 31Q: 3 clusters Score -5080169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5080186.000000 Penalty: 5237.591309
	Iteration 32Q: 3 clusters Score -5080186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5080196.500000 Penalty: 5237.591309
	Iteration 33Q: 3 clusters Score -5080196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5080212.500000 Penalty: 5237.591309
	Iteration 34Q: 3 clusters Score -5080212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5080232.500000 Penalty: 5237.591309
	Iteration 35Q: 3 clusters Score -5080232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5080237.500000 Penalty: 5237.591309
	Iteration 36Q: 3 clusters Score -5080238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5080238.000000 Penalty: 5237.591309
	Iteration 37Q: 3 clusters Score -5080238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5080248.000000 Penalty: 5237.591309
	Iteration 38Q: 3 clusters Score -5080248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5080257.000000 Penalty: 5237.591309
	Iteration 39Q: 3 clusters Score -5080257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5080272.500000 Penalty: 5237.591309
	Iteration 40F: 3 clusters Score -5080272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5080275.000000 Penalty: 5237.591309
	Iteration 41Q: 3 clusters Score -5080275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5080278.500000 Penalty: 5237.591309
	Iteration 42Q: 3 clusters Score -5080278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5080270.500000 Penalty: 5237.591309
	Iteration 43Q: 3 clusters Score -5080270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5080274.500000 Penalty: 5237.591309
	Iteration 44Q: 3 clusters Score -5080274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5080270.500000 Penalty: 5237.591309
	Iteration 45Q: 3 clusters Score -5080270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5080275.500000 Penalty: 5237.591309
	Iteration 46Q: 3 clusters Score -5080276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5080282.500000 Penalty: 5237.591309
	Iteration 47Q: 3 clusters Score -5080282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5080286.000000 Penalty: 5237.591309
	Iteration 48Q: 3 clusters Score -5080286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5080287.000000 Penalty: 5237.591309
	Iteration 49Q: 3 clusters Score -5080287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5080291.500000 Penalty: 5237.591309
	Iteration 50Q: 3 clusters Score -5080292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5080295.500000 Penalty: 5237.591309
	Iteration 51Q: 3 clusters Score -5080296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5080291.500000 Penalty: 5237.591309
	Iteration 52Q: 3 clusters Score -5080292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5080293.000000 Penalty: 5237.591309
	Iteration 53Q: 3 clusters Score -5080293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5080294.000000 Penalty: 5237.591309
	Iteration 54Q: 3 clusters Score -5080294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5080296.000000 Penalty: 5237.591309
	Iteration 55Q: 3 clusters Score -5080296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5080300.000000 Penalty: 5237.591309
	Iteration 56Q: 3 clusters Score -5080300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5080304.000000 Penalty: 5237.591309
	Iteration 57Q: 3 clusters Score -5080304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5080305.000000 Penalty: 5237.591309
	Iteration 58Q: 3 clusters Score -5080305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5080305.500000 Penalty: 5237.591309
	Iteration 59Q: 3 clusters Score -5080306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5080306.500000 Penalty: 5237.591309
	Iteration 60F: 3 clusters Score -5080306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5080305.500000 Penalty: 5237.591309
	Iteration 61Q: 3 clusters Score -5080306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5080298.500000 Penalty: 5237.591309
	Iteration 62Q: 3 clusters Score -5080298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5080305.500000 Penalty: 5237.591309
	Iteration 63Q: 3 clusters Score -5080306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5080308.500000 Penalty: 5237.591309
	Iteration 64Q: 3 clusters Score -5080308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5080308.500000 Penalty: 5237.591309
	Iteration 65Q: 3 clusters Score -5080308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5080308.500000 Penalty: 5237.591309
	Iteration 66Q: 3 clusters Score -5080308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5080308.500000 Penalty: 5237.591309
	Iteration 67F: 3 clusters Score -5080308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Entering Unmasked Estep 
Score: -21906426.000000 Penalty: 2975.730469
	Iteration 0F: 2 clusters Score -2.190643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -21800078.000000 Penalty: 5951.460938
	Iteration 0F: 3 clusters Score -2.180008e+07 nChanged 77667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -21845476.000000 Penalty: 5951.460938
	Iteration 1F: 3 clusters Score -2.184548e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -21846714.000000 Penalty: 5951.460938
	Iteration 2Q: 3 clusters Score -2.184671e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -21848288.000000 Penalty: 5951.460938
	Iteration 3Q: 3 clusters Score -2.184829e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -21850328.000000 Penalty: 5951.460938
	Iteration 4Q: 3 clusters Score -2.185033e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -21854108.000000 Penalty: 5951.460938
	Iteration 5Q: 3 clusters Score -2.185411e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -21860604.000000 Penalty: 5951.460938
	Iteration 6F: 3 clusters Score -2.18606e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -21870590.000000 Penalty: 5951.460938
	Iteration 7F: 3 clusters Score -2.187059e+07 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138395 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -21882354.000000 Penalty: 5951.460938
	Iteration 8F: 3 clusters Score -2.188235e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -21893168.000000 Penalty: 5951.460938
	Iteration 9F: 3 clusters Score -2.189317e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -21899596.000000 Penalty: 5951.460938
	Iteration 10Q: 3 clusters Score -2.18996e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21902298.000000 Penalty: 5951.460938
	Iteration 11Q: 3 clusters Score -2.19023e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21903068.000000 Penalty: 5951.460938
	Iteration 12Q: 3 clusters Score -2.190307e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21903418.000000 Penalty: 5951.460938
	Iteration 13Q: 3 clusters Score -2.190342e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162221 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21903526.000000 Penalty: 5951.460938
	Iteration 14Q: 3 clusters Score -2.190353e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21903622.000000 Penalty: 5951.460938
	Iteration 15Q: 3 clusters Score -2.190362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21903678.000000 Penalty: 5951.460938
	Iteration 16Q: 3 clusters Score -2.190368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21903710.000000 Penalty: 5951.460938
	Iteration 17Q: 3 clusters Score -2.190371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21903762.000000 Penalty: 5951.460938
	Iteration 18Q: 3 clusters Score -2.190376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21903754.000000 Penalty: 5951.460938
	Iteration 19Q: 3 clusters Score -2.190375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21903758.000000 Penalty: 5951.460938
	Iteration 20F: 3 clusters Score -2.190376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21903758.000000 Penalty: 5951.460938
	Iteration 21Q: 3 clusters Score -2.190376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21903752.000000 Penalty: 5951.460938
	Iteration 22Q: 3 clusters Score -2.190375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21903752.000000 Penalty: 5951.460938
	Iteration 23F: 3 clusters Score -2.190375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Entering Unmasked Estep 
Score: -17053208.000000 Penalty: 2912.784912
	Iteration 0F: 2 clusters Score -1.705321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -16968772.000000 Penalty: 5825.569824
	Iteration 0F: 3 clusters Score -1.696877e+07 nChanged 60127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -17003340.000000 Penalty: 5825.569824
	Iteration 1F: 3 clusters Score -1.700334e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -17004174.000000 Penalty: 5825.569824
	Iteration 2Q: 3 clusters Score -1.700417e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -17005166.000000 Penalty: 5825.569824
	Iteration 3Q: 3 clusters Score -1.700517e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -17006166.000000 Penalty: 5825.569824
	Iteration 4Q: 3 clusters Score -1.700617e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -17007256.000000 Penalty: 5825.569824
	Iteration 5Q: 3 clusters Score -1.700726e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -17008590.000000 Penalty: 5825.569824
	Iteration 6Q: 3 clusters Score -1.700859e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -17010428.000000 Penalty: 5825.569824
	Iteration 7Q: 3 clusters Score -1.701043e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -17013196.000000 Penalty: 5825.569824
	Iteration 8Q: 3 clusters Score -1.70132e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -17017522.000000 Penalty: 5825.569824
	Iteration 9F: 3 clusters Score -1.701752e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -17023282.000000 Penalty: 5825.569824
	Iteration 10F: 3 clusters Score -1.702328e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -17029424.000000 Penalty: 5825.569824
	Iteration 11F: 3 clusters Score -1.702942e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -17034100.000000 Penalty: 5825.569824
	Iteration 12F: 3 clusters Score -1.70341e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -17036846.000000 Penalty: 5825.569824
	Iteration 13Q: 3 clusters Score -1.703685e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -17038472.000000 Penalty: 5825.569824
	Iteration 14Q: 3 clusters Score -1.703847e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -17039462.000000 Penalty: 5825.569824
	Iteration 15Q: 3 clusters Score -1.703946e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -17040294.000000 Penalty: 5825.569824
	Iteration 16Q: 3 clusters Score -1.704029e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -17041038.000000 Penalty: 5825.569824
	Iteration 17Q: 3 clusters Score -1.704104e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -17041742.000000 Penalty: 5825.569824
	Iteration 18Q: 3 clusters Score -1.704174e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -17042304.000000 Penalty: 5825.569824
	Iteration 19Q: 3 clusters Score -1.70423e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -17042778.000000 Penalty: 5825.569824
	Iteration 20F: 3 clusters Score -1.704278e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -17043268.000000 Penalty: 5825.569824
	Iteration 21Q: 3 clusters Score -1.704327e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -17043780.000000 Penalty: 5825.569824
	Iteration 22Q: 3 clusters Score -1.704378e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -17044394.000000 Penalty: 5825.569824
	Iteration 23Q: 3 clusters Score -1.704439e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -17044976.000000 Penalty: 5825.569824
	Iteration 24Q: 3 clusters Score -1.704498e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -17045510.000000 Penalty: 5825.569824
	Iteration 25Q: 3 clusters Score -1.704551e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 112662 members 
Entering Unmasked Estep 
Score: -17046068.000000 Penalty: 5825.569824
	Iteration 26Q: 3 clusters Score -1.704607e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -17046538.000000 Penalty: 5825.569824
	Iteration 27Q: 3 clusters Score -1.704654e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 114950 members 
Entering Unmasked Estep 
Score: -17047034.000000 Penalty: 5825.569824
	Iteration 28Q: 3 clusters Score -1.704703e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -17047488.000000 Penalty: 5825.569824
	Iteration 29Q: 3 clusters Score -1.704749e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -17047950.000000 Penalty: 5825.569824
	Iteration 30Q: 3 clusters Score -1.704795e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -17048282.000000 Penalty: 5825.569824
	Iteration 31Q: 3 clusters Score -1.704828e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -17048618.000000 Penalty: 5825.569824
	Iteration 32Q: 3 clusters Score -1.704862e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 119367 members 
Entering Unmasked Estep 
Score: -17049016.000000 Penalty: 5825.569824
	Iteration 33Q: 3 clusters Score -1.704902e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -17049228.000000 Penalty: 5825.569824
	Iteration 34Q: 3 clusters Score -1.704923e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 120612 members 
Entering Unmasked Estep 
Score: -17049448.000000 Penalty: 5825.569824
	Iteration 35Q: 3 clusters Score -1.704945e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -17049594.000000 Penalty: 5825.569824
	Iteration 36Q: 3 clusters Score -1.704959e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -17049776.000000 Penalty: 5825.569824
	Iteration 37Q: 3 clusters Score -1.704978e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -17049926.000000 Penalty: 5825.569824
	Iteration 38Q: 3 clusters Score -1.704993e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -17050060.000000 Penalty: 5825.569824
	Iteration 39Q: 3 clusters Score -1.705006e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -17050200.000000 Penalty: 5825.569824
	Iteration 40F: 3 clusters Score -1.70502e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -17050332.000000 Penalty: 5825.569824
	Iteration 41Q: 3 clusters Score -1.705033e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -17050438.000000 Penalty: 5825.569824
	Iteration 42Q: 3 clusters Score -1.705044e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -17050476.000000 Penalty: 5825.569824
	Iteration 43Q: 3 clusters Score -1.705048e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -17050498.000000 Penalty: 5825.569824
	Iteration 44Q: 3 clusters Score -1.70505e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -17050550.000000 Penalty: 5825.569824
	Iteration 45Q: 3 clusters Score -1.705055e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -17050568.000000 Penalty: 5825.569824
	Iteration 46Q: 3 clusters Score -1.705057e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -17050598.000000 Penalty: 5825.569824
	Iteration 47Q: 3 clusters Score -1.70506e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -17050624.000000 Penalty: 5825.569824
	Iteration 48Q: 3 clusters Score -1.705062e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -17050640.000000 Penalty: 5825.569824
	Iteration 49Q: 3 clusters Score -1.705064e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -17050662.000000 Penalty: 5825.569824
	Iteration 50Q: 3 clusters Score -1.705066e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -17050726.000000 Penalty: 5825.569824
	Iteration 51Q: 3 clusters Score -1.705073e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 124384 members 
Entering Unmasked Estep 
Score: -17050756.000000 Penalty: 5825.569824
	Iteration 52Q: 3 clusters Score -1.705076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 124446 members 
Entering Unmasked Estep 
Score: -17050768.000000 Penalty: 5825.569824
	Iteration 53Q: 3 clusters Score -1.705077e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -17050788.000000 Penalty: 5825.569824
	Iteration 54Q: 3 clusters Score -1.705079e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 124553 members 
Entering Unmasked Estep 
Score: -17050810.000000 Penalty: 5825.569824
	Iteration 55Q: 3 clusters Score -1.705081e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -17050834.000000 Penalty: 5825.569824
	Iteration 56Q: 3 clusters Score -1.705083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -17050840.000000 Penalty: 5825.569824
	Iteration 57Q: 3 clusters Score -1.705084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -17050858.000000 Penalty: 5825.569824
	Iteration 58Q: 3 clusters Score -1.705086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 124723 members 
Entering Unmasked Estep 
Score: -17050862.000000 Penalty: 5825.569824
	Iteration 59Q: 3 clusters Score -1.705086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 124749 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 5825.569824
	Iteration 60F: 3 clusters Score -1.705088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -17050888.000000 Penalty: 5825.569824
	Iteration 61Q: 3 clusters Score -1.705089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -17050876.000000 Penalty: 5825.569824
	Iteration 62Q: 3 clusters Score -1.705088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -17050880.000000 Penalty: 5825.569824
	Iteration 63Q: 3 clusters Score -1.705088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -17050894.000000 Penalty: 5825.569824
	Iteration 64Q: 3 clusters Score -1.705089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -17050886.000000 Penalty: 5825.569824
	Iteration 65Q: 3 clusters Score -1.705089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -17050900.000000 Penalty: 5825.569824
	Iteration 66Q: 3 clusters Score -1.70509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -17050912.000000 Penalty: 5825.569824
	Iteration 67Q: 3 clusters Score -1.705091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 124907 members 
Entering Unmasked Estep 
Score: -17050922.000000 Penalty: 5825.569824
	Iteration 68Q: 3 clusters Score -1.705092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -17050934.000000 Penalty: 5825.569824
	Iteration 69Q: 3 clusters Score -1.705093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -17050930.000000 Penalty: 5825.569824
	Iteration 70Q: 3 clusters Score -1.705093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -17050938.000000 Penalty: 5825.569824
	Iteration 71Q: 3 clusters Score -1.705094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -17050954.000000 Penalty: 5825.569824
	Iteration 72Q: 3 clusters Score -1.705095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -17050968.000000 Penalty: 5825.569824
	Iteration 73Q: 3 clusters Score -1.705097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -17050954.000000 Penalty: 5825.569824
	Iteration 74Q: 3 clusters Score -1.705095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -17050970.000000 Penalty: 5825.569824
	Iteration 75Q: 3 clusters Score -1.705097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -17050952.000000 Penalty: 5825.569824
	Iteration 76Q: 3 clusters Score -1.705095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -17050976.000000 Penalty: 5825.569824
	Iteration 77Q: 3 clusters Score -1.705098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -17050966.000000 Penalty: 5825.569824
	Iteration 78Q: 3 clusters Score -1.705097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -17050972.000000 Penalty: 5825.569824
	Iteration 79Q: 3 clusters Score -1.705097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 125011 members 
Entering Unmasked Estep 
Score: -17050974.000000 Penalty: 5825.569824
	Iteration 80F: 3 clusters Score -1.705097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 125017 members 
Entering Unmasked Estep 
Score: -17050980.000000 Penalty: 5825.569824
	Iteration 81Q: 3 clusters Score -1.705098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -17050984.000000 Penalty: 5825.569824
	Iteration 82Q: 3 clusters Score -1.705098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -17050978.000000 Penalty: 5825.569824
	Iteration 83Q: 3 clusters Score -1.705098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -17050986.000000 Penalty: 5825.569824
	Iteration 84Q: 3 clusters Score -1.705099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 125028 members 
Entering Unmasked Estep 
Score: -17050990.000000 Penalty: 5825.569824
	Iteration 85Q: 3 clusters Score -1.705099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -17050988.000000 Penalty: 5825.569824
	Iteration 86Q: 3 clusters Score -1.705099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -17050988.000000 Penalty: 5825.569824
	Iteration 87F: 3 clusters Score -1.705099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 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 237 members 
Entering Unmasked Estep 
Score: -52096.117188 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52096.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52330.855469 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52330.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52501.050781 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52501.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52614.750000 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -52614.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52656.832031 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -52656.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52698.804688 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -52698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52777.539062 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -52777.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52851.585938 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -52851.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52992.027344 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -52992.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53077.449219 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -53077.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53272.261719 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -53272.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53453.558594 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -53453.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53673.414062 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -53673.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53760.613281 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -53760.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53819.367188 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -53819.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53863.507812 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -53863.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53908.089844 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -53908.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53944.894531 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -53944.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53984.328125 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -53984.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54031.730469 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -54031.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54092.449219 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -54092.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54100.191406 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -54100.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54162.132812 Penalty: 3069.378906
	Iteration 22Q: 3 clusters Score -54162.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54288.511719 Penalty: 3069.378906
	Iteration 23Q: 3 clusters Score -54288.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54433.316406 Penalty: 3069.378906
	Iteration 24Q: 3 clusters Score -54433.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54496.839844 Penalty: 3069.378906
	Iteration 25Q: 3 clusters Score -54496.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54508.054688 Penalty: 3069.378906
	Iteration 26Q: 3 clusters Score -54508.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -54508.054688 Penalty: 3069.378906
	Iteration 27F: 3 clusters Score -54508.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235599 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158664 members 
Mstep: Class 9 contains 189238 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38548 members 
Mstep: Class 12 contains 162578 members 
Mstep: Class 13 contains 126134 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 156 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119610 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 65320 members 
Mstep: Class 20 contains 201446 members 
Mstep: Class 21 contains 14373 members 
Entering Unmasked Estep 
Score: -180325008.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180325968.000000 to -180325008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -833508.687500 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -833508.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -827902.125000 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -827902.1 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -829420.437500 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -829420.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -829691.875000 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -829691.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -829875.500000 Penalty: 4369.395508
	Iteration 3Q: 3 clusters Score -829875.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -830018.187500 Penalty: 4369.395508
	Iteration 4Q: 3 clusters Score -830018.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -830161.437500 Penalty: 4369.395508
	Iteration 5Q: 3 clusters Score -830161.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -830274.687500 Penalty: 4369.395508
	Iteration 6Q: 3 clusters Score -830274.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -830401.625000 Penalty: 4369.395508
	Iteration 7Q: 3 clusters Score -830401.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -830528.125000 Penalty: 4369.395508
	Iteration 8Q: 3 clusters Score -830528.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -830642.625000 Penalty: 4369.395508
	Iteration 9Q: 3 clusters Score -830642.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -830778.875000 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -830778.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -830933.750000 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -830933.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -831100.062500 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -831100.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -831248.125000 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -831248.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -831378.375000 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -831378.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -831491.062500 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -831491.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -831593.375000 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -831593.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -831663.312500 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -831663.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -831731.937500 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -831731.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -831783.562500 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -831783.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -831845.375000 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -831845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -831880.437500 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -831880.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -831913.687500 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -831913.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -831933.937500 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -831933.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -831956.250000 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -831956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -831973.750000 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -831973.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -831982.937500 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -831982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -831991.250000 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -831991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -831994.250000 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -831994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -832000.625000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -832000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -832003.500000 Penalty: 4369.395508
	Iteration 30Q: 3 clusters Score -832003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -832006.062500 Penalty: 4369.395508
	Iteration 31Q: 3 clusters Score -832006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -832009.125000 Penalty: 4369.395508
	Iteration 32Q: 3 clusters Score -832009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -832013.500000 Penalty: 4369.395508
	Iteration 33Q: 3 clusters Score -832013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -832020.062500 Penalty: 4369.395508
	Iteration 34Q: 3 clusters Score -832020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -832021.937500 Penalty: 4369.395508
	Iteration 35Q: 3 clusters Score -832021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -832026.437500 Penalty: 4369.395508
	Iteration 36Q: 3 clusters Score -832026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -832029.812500 Penalty: 4369.395508
	Iteration 37Q: 3 clusters Score -832029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -832030.187500 Penalty: 4369.395508
	Iteration 38Q: 3 clusters Score -832030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -832036.125000 Penalty: 4369.395508
	Iteration 39Q: 3 clusters Score -832036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -832038.125000 Penalty: 4369.395508
	Iteration 40F: 3 clusters Score -832038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -832037.187500 Penalty: 4369.395508
	Iteration 41Q: 3 clusters Score -832037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -832037.187500 Penalty: 4369.395508
	Iteration 42F: 3 clusters Score -832037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Entering Unmasked Estep 
Score: -16153037.000000 Penalty: 2899.614014
	Iteration 0F: 2 clusters Score -1.615304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -16073083.000000 Penalty: 5799.228027
	Iteration 0F: 3 clusters Score -1.607308e+07 nChanged 56873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -16105654.000000 Penalty: 5799.228027
	Iteration 1F: 3 clusters Score -1.610565e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -16106497.000000 Penalty: 5799.228027
	Iteration 2Q: 3 clusters Score -1.61065e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -16107365.000000 Penalty: 5799.228027
	Iteration 3Q: 3 clusters Score -1.610736e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -16108335.000000 Penalty: 5799.228027
	Iteration 4Q: 3 clusters Score -1.610834e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -16109447.000000 Penalty: 5799.228027
	Iteration 5Q: 3 clusters Score -1.610945e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -16110700.000000 Penalty: 5799.228027
	Iteration 6Q: 3 clusters Score -1.61107e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -16112342.000000 Penalty: 5799.228027
	Iteration 7Q: 3 clusters Score -1.611234e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -16114612.000000 Penalty: 5799.228027
	Iteration 8Q: 3 clusters Score -1.611461e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -16117754.000000 Penalty: 5799.228027
	Iteration 9Q: 3 clusters Score -1.611775e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -16122290.000000 Penalty: 5799.228027
	Iteration 10F: 3 clusters Score -1.612229e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -16127682.000000 Penalty: 5799.228027
	Iteration 11F: 3 clusters Score -1.612768e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -16131584.000000 Penalty: 5799.228027
	Iteration 12F: 3 clusters Score -1.613158e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -16133289.000000 Penalty: 5799.228027
	Iteration 13Q: 3 clusters Score -1.613329e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -16134047.000000 Penalty: 5799.228027
	Iteration 14Q: 3 clusters Score -1.613405e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -16134557.000000 Penalty: 5799.228027
	Iteration 15Q: 3 clusters Score -1.613456e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -16134920.000000 Penalty: 5799.228027
	Iteration 16Q: 3 clusters Score -1.613492e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -16135344.000000 Penalty: 5799.228027
	Iteration 17Q: 3 clusters Score -1.613534e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -16135767.000000 Penalty: 5799.228027
	Iteration 18Q: 3 clusters Score -1.613577e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -16136192.000000 Penalty: 5799.228027
	Iteration 19Q: 3 clusters Score -1.613619e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -16136629.000000 Penalty: 5799.228027
	Iteration 20F: 3 clusters Score -1.613663e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -16137085.000000 Penalty: 5799.228027
	Iteration 21Q: 3 clusters Score -1.613708e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -16137445.000000 Penalty: 5799.228027
	Iteration 22Q: 3 clusters Score -1.613744e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -16137835.000000 Penalty: 5799.228027
	Iteration 23Q: 3 clusters Score -1.613784e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -16138266.000000 Penalty: 5799.228027
	Iteration 24Q: 3 clusters Score -1.613827e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -16138751.000000 Penalty: 5799.228027
	Iteration 25Q: 3 clusters Score -1.613875e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -16139008.000000 Penalty: 5799.228027
	Iteration 26Q: 3 clusters Score -1.613901e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -16139400.000000 Penalty: 5799.228027
	Iteration 27Q: 3 clusters Score -1.61394e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -16139801.000000 Penalty: 5799.228027
	Iteration 28Q: 3 clusters Score -1.61398e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -16140186.000000 Penalty: 5799.228027
	Iteration 29Q: 3 clusters Score -1.614019e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -16140485.000000 Penalty: 5799.228027
	Iteration 30Q: 3 clusters Score -1.614048e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -16140952.000000 Penalty: 5799.228027
	Iteration 31Q: 3 clusters Score -1.614095e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -16141358.000000 Penalty: 5799.228027
	Iteration 32Q: 3 clusters Score -1.614136e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -16141862.000000 Penalty: 5799.228027
	Iteration 33Q: 3 clusters Score -1.614186e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -16142246.000000 Penalty: 5799.228027
	Iteration 34Q: 3 clusters Score -1.614225e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -16142653.000000 Penalty: 5799.228027
	Iteration 35Q: 3 clusters Score -1.614265e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -16143010.000000 Penalty: 5799.228027
	Iteration 36Q: 3 clusters Score -1.614301e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -16143405.000000 Penalty: 5799.228027
	Iteration 37Q: 3 clusters Score -1.61434e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -16143898.000000 Penalty: 5799.228027
	Iteration 38Q: 3 clusters Score -1.61439e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -16144332.000000 Penalty: 5799.228027
	Iteration 39Q: 3 clusters Score -1.614433e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -16144743.000000 Penalty: 5799.228027
	Iteration 40F: 3 clusters Score -1.614474e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -16145124.000000 Penalty: 5799.228027
	Iteration 41Q: 3 clusters Score -1.614512e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -16145507.000000 Penalty: 5799.228027
	Iteration 42Q: 3 clusters Score -1.614551e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -16145932.000000 Penalty: 5799.228027
	Iteration 43Q: 3 clusters Score -1.614593e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -16146312.000000 Penalty: 5799.228027
	Iteration 44Q: 3 clusters Score -1.614631e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -16146570.000000 Penalty: 5799.228027
	Iteration 45Q: 3 clusters Score -1.614657e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -16146755.000000 Penalty: 5799.228027
	Iteration 46Q: 3 clusters Score -1.614676e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 106766 members 
Entering Unmasked Estep 
Score: -16147078.000000 Penalty: 5799.228027
	Iteration 47Q: 3 clusters Score -1.614708e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 107633 members 
Entering Unmasked Estep 
Score: -16147275.000000 Penalty: 5799.228027
	Iteration 48Q: 3 clusters Score -1.614728e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -16147552.000000 Penalty: 5799.228027
	Iteration 49Q: 3 clusters Score -1.614755e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -16147809.000000 Penalty: 5799.228027
	Iteration 50Q: 3 clusters Score -1.614781e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -16148012.000000 Penalty: 5799.228027
	Iteration 51Q: 3 clusters Score -1.614801e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -16148276.000000 Penalty: 5799.228027
	Iteration 52Q: 3 clusters Score -1.614828e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -16148476.000000 Penalty: 5799.228027
	Iteration 53Q: 3 clusters Score -1.614848e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -16148732.000000 Penalty: 5799.228027
	Iteration 54Q: 3 clusters Score -1.614873e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 112574 members 
Entering Unmasked Estep 
Score: -16148917.000000 Penalty: 5799.228027
	Iteration 55Q: 3 clusters Score -1.614892e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -16149179.000000 Penalty: 5799.228027
	Iteration 56Q: 3 clusters Score -1.614918e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -16149423.000000 Penalty: 5799.228027
	Iteration 57Q: 3 clusters Score -1.614942e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -16149593.000000 Penalty: 5799.228027
	Iteration 58Q: 3 clusters Score -1.614959e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -16149806.000000 Penalty: 5799.228027
	Iteration 59Q: 3 clusters Score -1.614981e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -16149997.000000 Penalty: 5799.228027
	Iteration 60F: 3 clusters Score -1.615e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -16150159.000000 Penalty: 5799.228027
	Iteration 61Q: 3 clusters Score -1.615016e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -16150272.000000 Penalty: 5799.228027
	Iteration 62Q: 3 clusters Score -1.615027e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -16150365.000000 Penalty: 5799.228027
	Iteration 63Q: 3 clusters Score -1.615036e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -16150456.000000 Penalty: 5799.228027
	Iteration 64Q: 3 clusters Score -1.615046e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -16150544.000000 Penalty: 5799.228027
	Iteration 65Q: 3 clusters Score -1.615054e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -16150616.000000 Penalty: 5799.228027
	Iteration 66Q: 3 clusters Score -1.615062e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -16150674.000000 Penalty: 5799.228027
	Iteration 67Q: 3 clusters Score -1.615067e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -16150702.000000 Penalty: 5799.228027
	Iteration 68Q: 3 clusters Score -1.61507e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -16150738.000000 Penalty: 5799.228027
	Iteration 69Q: 3 clusters Score -1.615074e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -16150767.000000 Penalty: 5799.228027
	Iteration 70Q: 3 clusters Score -1.615077e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -16150774.000000 Penalty: 5799.228027
	Iteration 71Q: 3 clusters Score -1.615077e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -16150788.000000 Penalty: 5799.228027
	Iteration 72Q: 3 clusters Score -1.615079e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -16150824.000000 Penalty: 5799.228027
	Iteration 73Q: 3 clusters Score -1.615082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -16150840.000000 Penalty: 5799.228027
	Iteration 74Q: 3 clusters Score -1.615084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -16150830.000000 Penalty: 5799.228027
	Iteration 75Q: 3 clusters Score -1.615083e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
Score: -16150842.000000 Penalty: 5799.228027
	Iteration 76Q: 3 clusters Score -1.615084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -16150906.000000 Penalty: 5799.228027
	Iteration 77Q: 3 clusters Score -1.615091e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -16150904.000000 Penalty: 5799.228027
	Iteration 78Q: 3 clusters Score -1.61509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -16150901.000000 Penalty: 5799.228027
	Iteration 79Q: 3 clusters Score -1.61509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 117938 members 
Entering Unmasked Estep 
Score: -16150919.000000 Penalty: 5799.228027
	Iteration 80F: 3 clusters Score -1.615092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -16150936.000000 Penalty: 5799.228027
	Iteration 81Q: 3 clusters Score -1.615094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -16150950.000000 Penalty: 5799.228027
	Iteration 82Q: 3 clusters Score -1.615095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -16150943.000000 Penalty: 5799.228027
	Iteration 83Q: 3 clusters Score -1.615094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -16150957.000000 Penalty: 5799.228027
	Iteration 84Q: 3 clusters Score -1.615096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -16150956.000000 Penalty: 5799.228027
	Iteration 85Q: 3 clusters Score -1.615096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -16150961.000000 Penalty: 5799.228027
	Iteration 86Q: 3 clusters Score -1.615096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 118030 members 
Entering Unmasked Estep 
Score: -16150944.000000 Penalty: 5799.228027
	Iteration 87Q: 3 clusters Score -1.615094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -16150964.000000 Penalty: 5799.228027
	Iteration 88Q: 3 clusters Score -1.615096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -16150961.000000 Penalty: 5799.228027
	Iteration 89Q: 3 clusters Score -1.615096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 118052 members 
Entering Unmasked Estep 
Score: -16150977.000000 Penalty: 5799.228027
	Iteration 90Q: 3 clusters Score -1.615098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -16150974.000000 Penalty: 5799.228027
	Iteration 91Q: 3 clusters Score -1.615097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -16150970.000000 Penalty: 5799.228027
	Iteration 92Q: 3 clusters Score -1.615097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -16150964.000000 Penalty: 5799.228027
	Iteration 93Q: 3 clusters Score -1.615096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 118072 members 
Entering Unmasked Estep 
Score: -16150948.000000 Penalty: 5799.228027
	Iteration 94Q: 3 clusters Score -1.615095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -16150966.000000 Penalty: 5799.228027
	Iteration 95Q: 3 clusters Score -1.615097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -16150960.000000 Penalty: 5799.228027
	Iteration 96Q: 3 clusters Score -1.615096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -16150969.000000 Penalty: 5799.228027
	Iteration 97Q: 3 clusters Score -1.615097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 118086 members 
Entering Unmasked Estep 
Score: -16150958.000000 Penalty: 5799.228027
	Iteration 98Q: 3 clusters Score -1.615096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -16150963.000000 Penalty: 5799.228027
	Iteration 99Q: 3 clusters Score -1.615096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -16150963.000000 Penalty: 5799.228027
	Iteration 100F: 3 clusters Score -1.615096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Entering Unmasked Estep 
Score: -5503472.500000 Penalty: 2631.254395
	Iteration 0F: 2 clusters Score -5503472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5476016.000000 Penalty: 5262.508789
	Iteration 0F: 3 clusters Score -5476016 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5486167.500000 Penalty: 5262.508789
	Iteration 1F: 3 clusters Score -5486168 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5486847.500000 Penalty: 5262.508789
	Iteration 2Q: 3 clusters Score -5486848 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5487698.000000 Penalty: 5262.508789
	Iteration 3Q: 3 clusters Score -5487698 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -5488991.000000 Penalty: 5262.508789
	Iteration 4F: 3 clusters Score -5488991 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5490994.500000 Penalty: 5262.508789
	Iteration 5F: 3 clusters Score -5490994 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5493892.000000 Penalty: 5262.508789
	Iteration 6F: 3 clusters Score -5493892 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5496962.000000 Penalty: 5262.508789
	Iteration 7F: 3 clusters Score -5496962 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5499220.500000 Penalty: 5262.508789
	Iteration 8F: 3 clusters Score -5499220 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5500364.500000 Penalty: 5262.508789
	Iteration 9Q: 3 clusters Score -5500364 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5500818.000000 Penalty: 5262.508789
	Iteration 10Q: 3 clusters Score -5500818 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5500998.000000 Penalty: 5262.508789
	Iteration 11Q: 3 clusters Score -5500998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5501094.500000 Penalty: 5262.508789
	Iteration 12Q: 3 clusters Score -5501094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5501151.500000 Penalty: 5262.508789
	Iteration 13Q: 3 clusters Score -5501152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5501181.500000 Penalty: 5262.508789
	Iteration 14Q: 3 clusters Score -5501182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5501203.500000 Penalty: 5262.508789
	Iteration 15Q: 3 clusters Score -5501204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5501203.000000 Penalty: 5262.508789
	Iteration 16Q: 3 clusters Score -5501203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -5501213.000000 Penalty: 5262.508789
	Iteration 17Q: 3 clusters Score -5501213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5501216.500000 Penalty: 5262.508789
	Iteration 18Q: 3 clusters Score -5501216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5501217.000000 Penalty: 5262.508789
	Iteration 19Q: 3 clusters Score -5501217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5501223.500000 Penalty: 5262.508789
	Iteration 20F: 3 clusters Score -5501224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5501225.000000 Penalty: 5262.508789
	Iteration 21Q: 3 clusters Score -5501225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5501231.000000 Penalty: 5262.508789
	Iteration 22Q: 3 clusters Score -5501231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5501230.500000 Penalty: 5262.508789
	Iteration 23Q: 3 clusters Score -5501230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5501232.500000 Penalty: 5262.508789
	Iteration 24Q: 3 clusters Score -5501232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5501233.000000 Penalty: 5262.508789
	Iteration 25Q: 3 clusters Score -5501233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5501233.000000 Penalty: 5262.508789
	Iteration 26F: 3 clusters Score -5501233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Entering Unmasked Estep 
Score: -8501891.000000 Penalty: 2749.589111
	Iteration 0F: 2 clusters Score -8501891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8458007.000000 Penalty: 5499.178223
	Iteration 0F: 3 clusters Score -8458007 nChanged 30364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8475199.000000 Penalty: 5499.178223
	Iteration 1F: 3 clusters Score -8475199 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8475718.000000 Penalty: 5499.178223
	Iteration 2Q: 3 clusters Score -8475718 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -8476370.000000 Penalty: 5499.178223
	Iteration 3Q: 3 clusters Score -8476370 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -8477105.000000 Penalty: 5499.178223
	Iteration 4Q: 3 clusters Score -8477105 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -8478059.000000 Penalty: 5499.178223
	Iteration 5Q: 3 clusters Score -8478059 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -8479494.000000 Penalty: 5499.178223
	Iteration 6Q: 3 clusters Score -8479494 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8481802.000000 Penalty: 5499.178223
	Iteration 7F: 3 clusters Score -8481802 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8485242.000000 Penalty: 5499.178223
	Iteration 8F: 3 clusters Score -8485242 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -8489387.000000 Penalty: 5499.178223
	Iteration 9F: 3 clusters Score -8489387 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -8493118.000000 Penalty: 5499.178223
	Iteration 10F: 3 clusters Score -8493118 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -8495744.000000 Penalty: 5499.178223
	Iteration 11Q: 3 clusters Score -8495744 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -8497314.000000 Penalty: 5499.178223
	Iteration 12Q: 3 clusters Score -8497314 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -8498163.000000 Penalty: 5499.178223
	Iteration 13Q: 3 clusters Score -8498163 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8498621.000000 Penalty: 5499.178223
	Iteration 14Q: 3 clusters Score -8498621 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -8498879.000000 Penalty: 5499.178223
	Iteration 15Q: 3 clusters Score -8498879 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -8499050.000000 Penalty: 5499.178223
	Iteration 16Q: 3 clusters Score -8499050 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -8499168.000000 Penalty: 5499.178223
	Iteration 17Q: 3 clusters Score -8499168 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8499270.000000 Penalty: 5499.178223
	Iteration 18Q: 3 clusters Score -8499270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8499344.000000 Penalty: 5499.178223
	Iteration 19Q: 3 clusters Score -8499344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8499401.000000 Penalty: 5499.178223
	Iteration 20F: 3 clusters Score -8499401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -8499451.000000 Penalty: 5499.178223
	Iteration 21Q: 3 clusters Score -8499451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -8499487.000000 Penalty: 5499.178223
	Iteration 22Q: 3 clusters Score -8499487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -8499526.000000 Penalty: 5499.178223
	Iteration 23Q: 3 clusters Score -8499526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -8499545.000000 Penalty: 5499.178223
	Iteration 24Q: 3 clusters Score -8499545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -8499558.000000 Penalty: 5499.178223
	Iteration 25Q: 3 clusters Score -8499558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -8499584.000000 Penalty: 5499.178223
	Iteration 26Q: 3 clusters Score -8499584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -8499589.000000 Penalty: 5499.178223
	Iteration 27Q: 3 clusters Score -8499589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -8499593.000000 Penalty: 5499.178223
	Iteration 28Q: 3 clusters Score -8499593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -8499612.000000 Penalty: 5499.178223
	Iteration 29Q: 3 clusters Score -8499612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -8499621.000000 Penalty: 5499.178223
	Iteration 30Q: 3 clusters Score -8499621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -8499638.000000 Penalty: 5499.178223
	Iteration 31Q: 3 clusters Score -8499638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -8499644.000000 Penalty: 5499.178223
	Iteration 32Q: 3 clusters Score -8499644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -8499659.000000 Penalty: 5499.178223
	Iteration 33Q: 3 clusters Score -8499659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -8499675.000000 Penalty: 5499.178223
	Iteration 34Q: 3 clusters Score -8499675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -8499697.000000 Penalty: 5499.178223
	Iteration 35Q: 3 clusters Score -8499697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -8499705.000000 Penalty: 5499.178223
	Iteration 36Q: 3 clusters Score -8499705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -8499712.000000 Penalty: 5499.178223
	Iteration 37Q: 3 clusters Score -8499712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -8499713.000000 Penalty: 5499.178223
	Iteration 38Q: 3 clusters Score -8499713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -8499734.000000 Penalty: 5499.178223
	Iteration 39Q: 3 clusters Score -8499734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -8499745.000000 Penalty: 5499.178223
	Iteration 40F: 3 clusters Score -8499745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -8499751.000000 Penalty: 5499.178223
	Iteration 41Q: 3 clusters Score -8499751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -8499748.000000 Penalty: 5499.178223
	Iteration 42Q: 3 clusters Score -8499748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8499765.000000 Penalty: 5499.178223
	Iteration 43Q: 3 clusters Score -8499765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -8499763.000000 Penalty: 5499.178223
	Iteration 44Q: 3 clusters Score -8499763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -8499763.000000 Penalty: 5499.178223
	Iteration 45Q: 3 clusters Score -8499763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -8499770.000000 Penalty: 5499.178223
	Iteration 46Q: 3 clusters Score -8499770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8499779.000000 Penalty: 5499.178223
	Iteration 47Q: 3 clusters Score -8499779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -8499776.000000 Penalty: 5499.178223
	Iteration 48Q: 3 clusters Score -8499776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8499778.000000 Penalty: 5499.178223
	Iteration 49Q: 3 clusters Score -8499778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -8499776.000000 Penalty: 5499.178223
	Iteration 50Q: 3 clusters Score -8499776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -8499778.000000 Penalty: 5499.178223
	Iteration 51Q: 3 clusters Score -8499778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8499779.000000 Penalty: 5499.178223
	Iteration 52Q: 3 clusters Score -8499779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8499779.000000 Penalty: 5499.178223
	Iteration 53F: 3 clusters Score -8499779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201446 members 
Entering Unmasked Estep 
Score: -27193390.000000 Penalty: 3028.892578
	Iteration 0F: 2 clusters Score -2.719339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -27082286.000000 Penalty: 6057.785156
	Iteration 0F: 3 clusters Score -2.708229e+07 nChanged 96960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -27140670.000000 Penalty: 6057.785156
	Iteration 1F: 3 clusters Score -2.714067e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -27143044.000000 Penalty: 6057.785156
	Iteration 2Q: 3 clusters Score -2.714304e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -27147118.000000 Penalty: 6057.785156
	Iteration 3Q: 3 clusters Score -2.714712e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -27153724.000000 Penalty: 6057.785156
	Iteration 4F: 3 clusters Score -2.715372e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -27164216.000000 Penalty: 6057.785156
	Iteration 5F: 3 clusters Score -2.716422e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -27176862.000000 Penalty: 6057.785156
	Iteration 6F: 3 clusters Score -2.717686e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -27188086.000000 Penalty: 6057.785156
	Iteration 7F: 3 clusters Score -2.718809e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -27194826.000000 Penalty: 6057.785156
	Iteration 8Q: 3 clusters Score -2.719483e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -27197386.000000 Penalty: 6057.785156
	Iteration 9Q: 3 clusters Score -2.719739e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -27198012.000000 Penalty: 6057.785156
	Iteration 10Q: 3 clusters Score -2.719801e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -27198316.000000 Penalty: 6057.785156
	Iteration 11Q: 3 clusters Score -2.719832e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179706 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -27198108.000000 Penalty: 6057.785156
	Iteration 12Q: 3 clusters Score -2.719811e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -27197742.000000 Penalty: 6057.785156
	Iteration 13Q: 3 clusters Score -2.719774e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -27197400.000000 Penalty: 6057.785156
	Iteration 14Q: 3 clusters Score -2.71974e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -27196912.000000 Penalty: 6057.785156
	Iteration 15Q: 3 clusters Score -2.719691e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188567 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -27196398.000000 Penalty: 6057.785156
	Iteration 16Q: 3 clusters Score -2.71964e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190208 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -27196006.000000 Penalty: 6057.785156
	Iteration 17Q: 3 clusters Score -2.719601e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191626 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -27195484.000000 Penalty: 6057.785156
	Iteration 18Q: 3 clusters Score -2.719548e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -27195124.000000 Penalty: 6057.785156
	Iteration 19Q: 3 clusters Score -2.719512e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193983 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -27194738.000000 Penalty: 6057.785156
	Iteration 20F: 3 clusters Score -2.719474e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194943 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -27194388.000000 Penalty: 6057.785156
	Iteration 21Q: 3 clusters Score -2.719439e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195745 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -27194052.000000 Penalty: 6057.785156
	Iteration 22Q: 3 clusters Score -2.719405e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -27193820.000000 Penalty: 6057.785156
	Iteration 23Q: 3 clusters Score -2.719382e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -27193700.000000 Penalty: 6057.785156
	Iteration 24Q: 3 clusters Score -2.71937e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197366 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -27193534.000000 Penalty: 6057.785156
	Iteration 25Q: 3 clusters Score -2.719353e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197740 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -27193374.000000 Penalty: 6057.785156
	Iteration 26Q: 3 clusters Score -2.719337e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198006 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -27193246.000000 Penalty: 6057.785156
	Iteration 27Q: 3 clusters Score -2.719325e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198233 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -27193118.000000 Penalty: 6057.785156
	Iteration 28Q: 3 clusters Score -2.719312e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -27192950.000000 Penalty: 6057.785156
	Iteration 29Q: 3 clusters Score -2.719295e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198610 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -27192842.000000 Penalty: 6057.785156
	Iteration 30Q: 3 clusters Score -2.719284e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198772 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27192856.000000 Penalty: 6057.785156
	Iteration 31Q: 3 clusters Score -2.719286e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198913 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -27192776.000000 Penalty: 6057.785156
	Iteration 32Q: 3 clusters Score -2.719278e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199027 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -27192778.000000 Penalty: 6057.785156
	Iteration 33Q: 3 clusters Score -2.719278e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199126 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -27192716.000000 Penalty: 6057.785156
	Iteration 34Q: 3 clusters Score -2.719272e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199209 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -27192648.000000 Penalty: 6057.785156
	Iteration 35Q: 3 clusters Score -2.719265e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199288 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -27192584.000000 Penalty: 6057.785156
	Iteration 36Q: 3 clusters Score -2.719258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199336 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -27192554.000000 Penalty: 6057.785156
	Iteration 37Q: 3 clusters Score -2.719255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199375 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -27192576.000000 Penalty: 6057.785156
	Iteration 38Q: 3 clusters Score -2.719258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -27192510.000000 Penalty: 6057.785156
	Iteration 39Q: 3 clusters Score -2.719251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199419 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -27192494.000000 Penalty: 6057.785156
	Iteration 40F: 3 clusters Score -2.719249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -27192490.000000 Penalty: 6057.785156
	Iteration 41Q: 3 clusters Score -2.719249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199458 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -27192470.000000 Penalty: 6057.785156
	Iteration 42Q: 3 clusters Score -2.719247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199474 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -27192480.000000 Penalty: 6057.785156
	Iteration 43Q: 3 clusters Score -2.719248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -27192458.000000 Penalty: 6057.785156
	Iteration 44Q: 3 clusters Score -2.719246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199507 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -27192444.000000 Penalty: 6057.785156
	Iteration 45Q: 3 clusters Score -2.719244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -27192430.000000 Penalty: 6057.785156
	Iteration 46Q: 3 clusters Score -2.719243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -27192422.000000 Penalty: 6057.785156
	Iteration 47Q: 3 clusters Score -2.719242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199539 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -27192418.000000 Penalty: 6057.785156
	Iteration 48Q: 3 clusters Score -2.719242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199548 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -27192410.000000 Penalty: 6057.785156
	Iteration 49Q: 3 clusters Score -2.719241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199555 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -27192378.000000 Penalty: 6057.785156
	Iteration 50Q: 3 clusters Score -2.719238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199560 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -27192374.000000 Penalty: 6057.785156
	Iteration 51Q: 3 clusters Score -2.719237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199565 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -27192366.000000 Penalty: 6057.785156
	Iteration 52Q: 3 clusters Score -2.719237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199570 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -27192364.000000 Penalty: 6057.785156
	Iteration 53Q: 3 clusters Score -2.719236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199576 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -27192356.000000 Penalty: 6057.785156
	Iteration 54Q: 3 clusters Score -2.719236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199586 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -27192364.000000 Penalty: 6057.785156
	Iteration 55Q: 3 clusters Score -2.719236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199598 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -27192336.000000 Penalty: 6057.785156
	Iteration 56Q: 3 clusters Score -2.719234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -27192326.000000 Penalty: 6057.785156
	Iteration 57Q: 3 clusters Score -2.719233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199622 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -27192328.000000 Penalty: 6057.785156
	Iteration 58Q: 3 clusters Score -2.719233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199629 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -27192320.000000 Penalty: 6057.785156
	Iteration 59Q: 3 clusters Score -2.719232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199633 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -27192314.000000 Penalty: 6057.785156
	Iteration 60F: 3 clusters Score -2.719231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199640 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -27192324.000000 Penalty: 6057.785156
	Iteration 61Q: 3 clusters Score -2.719232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -27192334.000000 Penalty: 6057.785156
	Iteration 62Q: 3 clusters Score -2.719233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -27192330.000000 Penalty: 6057.785156
	Iteration 63Q: 3 clusters Score -2.719233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199655 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -27192322.000000 Penalty: 6057.785156
	Iteration 64Q: 3 clusters Score -2.719232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199664 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -27192344.000000 Penalty: 6057.785156
	Iteration 65Q: 3 clusters Score -2.719234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -27192328.000000 Penalty: 6057.785156
	Iteration 66Q: 3 clusters Score -2.719233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199676 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -27192318.000000 Penalty: 6057.785156
	Iteration 67Q: 3 clusters Score -2.719232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -27192292.000000 Penalty: 6057.785156
	Iteration 68Q: 3 clusters Score -2.719229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199703 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27192286.000000 Penalty: 6057.785156
	Iteration 69Q: 3 clusters Score -2.719229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199720 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -27192250.000000 Penalty: 6057.785156
	Iteration 70Q: 3 clusters Score -2.719225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -27192224.000000 Penalty: 6057.785156
	Iteration 71Q: 3 clusters Score -2.719222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199734 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -27192234.000000 Penalty: 6057.785156
	Iteration 72Q: 3 clusters Score -2.719223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199740 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -27192194.000000 Penalty: 6057.785156
	Iteration 73Q: 3 clusters Score -2.719219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199742 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -27192198.000000 Penalty: 6057.785156
	Iteration 74Q: 3 clusters Score -2.71922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199744 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -27192192.000000 Penalty: 6057.785156
	Iteration 75Q: 3 clusters Score -2.719219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199747 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -27192194.000000 Penalty: 6057.785156
	Iteration 76Q: 3 clusters Score -2.719219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199749 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -27192206.000000 Penalty: 6057.785156
	Iteration 77Q: 3 clusters Score -2.719221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -27192202.000000 Penalty: 6057.785156
	Iteration 78Q: 3 clusters Score -2.71922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -27192214.000000 Penalty: 6057.785156
	Iteration 79Q: 3 clusters Score -2.719221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -27192204.000000 Penalty: 6057.785156
	Iteration 80F: 3 clusters Score -2.71922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199761 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -27192202.000000 Penalty: 6057.785156
	Iteration 81Q: 3 clusters Score -2.71922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -27192184.000000 Penalty: 6057.785156
	Iteration 82Q: 3 clusters Score -2.719218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199763 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -27192196.000000 Penalty: 6057.785156
	Iteration 83Q: 3 clusters Score -2.71922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199767 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -27192174.000000 Penalty: 6057.785156
	Iteration 84Q: 3 clusters Score -2.719217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199769 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -27192184.000000 Penalty: 6057.785156
	Iteration 85Q: 3 clusters Score -2.719218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199769 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -27192184.000000 Penalty: 6057.785156
	Iteration 86F: 3 clusters Score -2.719218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Entering Unmasked Estep 
Score: -1873884.250000 Penalty: 2374.130371
	Iteration 0F: 2 clusters Score -1873884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1863359.625000 Penalty: 4748.260742
	Iteration 0F: 3 clusters Score -1863360 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1866734.125000 Penalty: 4748.260742
	Iteration 1F: 3 clusters Score -1866734 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1867119.375000 Penalty: 4748.260742
	Iteration 2F: 3 clusters Score -1867119 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1867414.500000 Penalty: 4748.260742
	Iteration 3Q: 3 clusters Score -1867414 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1867669.500000 Penalty: 4748.260742
	Iteration 4Q: 3 clusters Score -1867670 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1867932.250000 Penalty: 4748.260742
	Iteration 5Q: 3 clusters Score -1867932 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1868194.625000 Penalty: 4748.260742
	Iteration 6Q: 3 clusters Score -1868195 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1868470.375000 Penalty: 4748.260742
	Iteration 7Q: 3 clusters Score -1868470 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1868775.375000 Penalty: 4748.260742
	Iteration 8Q: 3 clusters Score -1868775 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1869120.625000 Penalty: 4748.260742
	Iteration 9Q: 3 clusters Score -1869121 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1869533.000000 Penalty: 4748.260742
	Iteration 10Q: 3 clusters Score -1869533 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1869946.750000 Penalty: 4748.260742
	Iteration 11Q: 3 clusters Score -1869947 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1870322.500000 Penalty: 4748.260742
	Iteration 12Q: 3 clusters Score -1870322 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1870663.625000 Penalty: 4748.260742
	Iteration 13Q: 3 clusters Score -1870664 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1870943.125000 Penalty: 4748.260742
	Iteration 14Q: 3 clusters Score -1870943 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1871172.000000 Penalty: 4748.260742
	Iteration 15Q: 3 clusters Score -1871172 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1871338.500000 Penalty: 4748.260742
	Iteration 16Q: 3 clusters Score -1871338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1871441.750000 Penalty: 4748.260742
	Iteration 17Q: 3 clusters Score -1871442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1871527.625000 Penalty: 4748.260742
	Iteration 18Q: 3 clusters Score -1871528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1871587.750000 Penalty: 4748.260742
	Iteration 19Q: 3 clusters Score -1871588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1871640.000000 Penalty: 4748.260742
	Iteration 20F: 3 clusters Score -1871640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1871676.875000 Penalty: 4748.260742
	Iteration 21Q: 3 clusters Score -1871677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1871726.750000 Penalty: 4748.260742
	Iteration 22Q: 3 clusters Score -1871727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1871765.000000 Penalty: 4748.260742
	Iteration 23Q: 3 clusters Score -1871765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1871790.750000 Penalty: 4748.260742
	Iteration 24Q: 3 clusters Score -1871791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1871816.000000 Penalty: 4748.260742
	Iteration 25Q: 3 clusters Score -1871816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1871832.875000 Penalty: 4748.260742
	Iteration 26Q: 3 clusters Score -1871833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1871840.375000 Penalty: 4748.260742
	Iteration 27Q: 3 clusters Score -1871840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1871845.625000 Penalty: 4748.260742
	Iteration 28Q: 3 clusters Score -1871846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1871856.500000 Penalty: 4748.260742
	Iteration 29Q: 3 clusters Score -1871856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1871860.250000 Penalty: 4748.260742
	Iteration 30Q: 3 clusters Score -1871860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1871863.875000 Penalty: 4748.260742
	Iteration 31Q: 3 clusters Score -1871864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1871862.500000 Penalty: 4748.260742
	Iteration 32Q: 3 clusters Score -1871862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1871866.250000 Penalty: 4748.260742
	Iteration 33Q: 3 clusters Score -1871866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1871867.750000 Penalty: 4748.260742
	Iteration 34Q: 3 clusters Score -1871868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1871867.750000 Penalty: 4748.260742
	Iteration 35F: 3 clusters Score -1871868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235599 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158664 members 
Mstep: Class 9 contains 189238 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38548 members 
Mstep: Class 12 contains 162578 members 
Mstep: Class 13 contains 126134 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119610 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 65320 members 
Mstep: Class 20 contains 201446 members 
Mstep: Class 21 contains 14373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326144.000000 Penalty: 70089.187500
Iteration 199Q: 21 clusters Score -1.803261e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235577 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158668 members 
Mstep: Class 9 contains 189236 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38551 members 
Mstep: Class 12 contains 162582 members 
Mstep: Class 13 contains 126146 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119609 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 65320 members 
Mstep: Class 20 contains 201453 members 
Mstep: Class 21 contains 14370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326064.000000 Penalty: 70089.187500
Iteration 200F: 21 clusters Score -1.803261e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235561 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158675 members 
Mstep: Class 9 contains 189236 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38561 members 
Mstep: Class 12 contains 162575 members 
Mstep: Class 13 contains 126153 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119606 members 
Mstep: Class 18 contains 40532 members 
Mstep: Class 19 contains 65323 members 
Mstep: Class 20 contains 201453 members 
Mstep: Class 21 contains 14369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 201Q: 21 clusters Score -1.803261e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235540 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158683 members 
Mstep: Class 9 contains 189245 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38569 members 
Mstep: Class 12 contains 162565 members 
Mstep: Class 13 contains 126160 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119605 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 65323 members 
Mstep: Class 20 contains 201450 members 
Mstep: Class 21 contains 14369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 202Q: 21 clusters Score -1.80326e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235527 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158691 members 
Mstep: Class 9 contains 189240 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38574 members 
Mstep: Class 12 contains 162560 members 
Mstep: Class 13 contains 126172 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119602 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 65321 members 
Mstep: Class 20 contains 201453 members 
Mstep: Class 21 contains 14368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 203Q: 21 clusters Score -1.80326e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235509 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158697 members 
Mstep: Class 9 contains 189239 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38580 members 
Mstep: Class 12 contains 162554 members 
Mstep: Class 13 contains 126185 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119606 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 65319 members 
Mstep: Class 20 contains 201449 members 
Mstep: Class 21 contains 14367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 204Q: 21 clusters Score -1.80326e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235491 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158711 members 
Mstep: Class 9 contains 189234 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 162550 members 
Mstep: Class 13 contains 126199 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119603 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201444 members 
Mstep: Class 21 contains 14368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 205Q: 21 clusters Score -1.80326e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235470 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158719 members 
Mstep: Class 9 contains 189233 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38598 members 
Mstep: Class 12 contains 162546 members 
Mstep: Class 13 contains 126214 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 119598 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201445 members 
Mstep: Class 21 contains 14366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 206Q: 21 clusters Score -1.80326e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235450 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158722 members 
Mstep: Class 9 contains 189246 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38605 members 
Mstep: Class 12 contains 162543 members 
Mstep: Class 13 contains 126223 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6689 members 
Mstep: Class 17 contains 119591 members 
Mstep: Class 18 contains 40531 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201447 members 
Mstep: Class 21 contains 14366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 207Q: 21 clusters Score -1.803259e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235428 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158736 members 
Mstep: Class 9 contains 189246 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38611 members 
Mstep: Class 12 contains 162542 members 
Mstep: Class 13 contains 126230 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119586 members 
Mstep: Class 18 contains 40532 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201448 members 
Mstep: Class 21 contains 14361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325792.000000 Penalty: 70089.187500
Iteration 208Q: 21 clusters Score -1.803258e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235412 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158746 members 
Mstep: Class 9 contains 189245 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38620 members 
Mstep: Class 12 contains 162548 members 
Mstep: Class 13 contains 126235 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 119583 members 
Mstep: Class 18 contains 40529 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201443 members 
Mstep: Class 21 contains 14360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325696.000000 Penalty: 70089.187500
Iteration 209Q: 21 clusters Score -1.803257e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235387 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158763 members 
Mstep: Class 9 contains 189253 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38627 members 
Mstep: Class 12 contains 162555 members 
Mstep: Class 13 contains 126241 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119578 members 
Mstep: Class 18 contains 40525 members 
Mstep: Class 19 contains 65315 members 
Mstep: Class 20 contains 201431 members 
Mstep: Class 21 contains 14360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325824.000000 Penalty: 70089.187500
Iteration 210Q: 21 clusters Score -1.803258e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235361 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158780 members 
Mstep: Class 9 contains 189275 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38635 members 
Mstep: Class 12 contains 162549 members 
Mstep: Class 13 contains 126240 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119576 members 
Mstep: Class 18 contains 40520 members 
Mstep: Class 19 contains 65318 members 
Mstep: Class 20 contains 201421 members 
Mstep: Class 21 contains 14360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 211Q: 21 clusters Score -1.803259e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235335 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158784 members 
Mstep: Class 9 contains 189297 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38640 members 
Mstep: Class 12 contains 162546 members 
Mstep: Class 13 contains 126243 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119572 members 
Mstep: Class 18 contains 40515 members 
Mstep: Class 19 contains 65325 members 
Mstep: Class 20 contains 201418 members 
Mstep: Class 21 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 212Q: 21 clusters Score -1.803259e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235314 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158792 members 
Mstep: Class 9 contains 189311 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38645 members 
Mstep: Class 12 contains 162540 members 
Mstep: Class 13 contains 126250 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119566 members 
Mstep: Class 18 contains 40512 members 
Mstep: Class 19 contains 65331 members 
Mstep: Class 20 contains 201414 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 213Q: 21 clusters Score -1.803259e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235289 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158796 members 
Mstep: Class 9 contains 189313 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38649 members 
Mstep: Class 12 contains 162535 members 
Mstep: Class 13 contains 126263 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119558 members 
Mstep: Class 18 contains 40512 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201421 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325808.000000 Penalty: 70089.187500
Iteration 214Q: 21 clusters Score -1.803258e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235268 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158806 members 
Mstep: Class 9 contains 189311 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38654 members 
Mstep: Class 12 contains 162534 members 
Mstep: Class 13 contains 126271 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119553 members 
Mstep: Class 18 contains 40509 members 
Mstep: Class 19 contains 65341 members 
Mstep: Class 20 contains 201426 members 
Mstep: Class 21 contains 14358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 215Q: 21 clusters Score -1.80326e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235259 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158816 members 
Mstep: Class 9 contains 189309 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 162535 members 
Mstep: Class 13 contains 126279 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119547 members 
Mstep: Class 18 contains 40507 members 
Mstep: Class 19 contains 65344 members 
Mstep: Class 20 contains 201415 members 
Mstep: Class 21 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 216Q: 21 clusters Score -1.80326e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235249 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158817 members 
Mstep: Class 9 contains 189316 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38668 members 
Mstep: Class 12 contains 162535 members 
Mstep: Class 13 contains 126292 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119535 members 
Mstep: Class 18 contains 40503 members 
Mstep: Class 19 contains 65345 members 
Mstep: Class 20 contains 201411 members 
Mstep: Class 21 contains 14360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325808.000000 Penalty: 70089.187500
Iteration 217Q: 21 clusters Score -1.803258e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235219 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158822 members 
Mstep: Class 9 contains 189330 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38675 members 
Mstep: Class 12 contains 162538 members 
Mstep: Class 13 contains 126299 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119528 members 
Mstep: Class 18 contains 40496 members 
Mstep: Class 19 contains 65344 members 
Mstep: Class 20 contains 201420 members 
Mstep: Class 21 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325856.000000 Penalty: 70089.187500
Iteration 218Q: 21 clusters Score -1.803259e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235180 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158826 members 
Mstep: Class 9 contains 189345 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38683 members 
Mstep: Class 12 contains 162549 members 
Mstep: Class 13 contains 126305 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119526 members 
Mstep: Class 18 contains 40489 members 
Mstep: Class 19 contains 65346 members 
Mstep: Class 20 contains 201424 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 219Q: 21 clusters Score -1.80326e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235146 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158830 members 
Mstep: Class 9 contains 189350 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38694 members 
Mstep: Class 12 contains 162561 members 
Mstep: Class 13 contains 126311 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119521 members 
Mstep: Class 18 contains 40485 members 
Mstep: Class 19 contains 65346 members 
Mstep: Class 20 contains 201429 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 220F: 21 clusters Score -1.80326e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235122 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158837 members 
Mstep: Class 9 contains 189354 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38708 members 
Mstep: Class 12 contains 162567 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119518 members 
Mstep: Class 18 contains 40483 members 
Mstep: Class 19 contains 65342 members 
Mstep: Class 20 contains 201429 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 221Q: 21 clusters Score -1.80326e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235106 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158847 members 
Mstep: Class 9 contains 189352 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38716 members 
Mstep: Class 12 contains 162569 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119515 members 
Mstep: Class 18 contains 40480 members 
Mstep: Class 19 contains 65340 members 
Mstep: Class 20 contains 201434 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 222Q: 21 clusters Score -1.80326e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235089 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158854 members 
Mstep: Class 9 contains 189351 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38726 members 
Mstep: Class 12 contains 162563 members 
Mstep: Class 13 contains 126321 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119513 members 
Mstep: Class 18 contains 40480 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201438 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 223Q: 21 clusters Score -1.80326e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235078 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158864 members 
Mstep: Class 9 contains 189343 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38738 members 
Mstep: Class 12 contains 162547 members 
Mstep: Class 13 contains 126328 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119508 members 
Mstep: Class 18 contains 40481 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201449 members 
Mstep: Class 21 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 224Q: 21 clusters Score -1.80326e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235065 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158874 members 
Mstep: Class 9 contains 189339 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38749 members 
Mstep: Class 12 contains 162541 members 
Mstep: Class 13 contains 126329 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119509 members 
Mstep: Class 18 contains 40479 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201452 members 
Mstep: Class 21 contains 14356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 225Q: 21 clusters Score -1.803261e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235061 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158885 members 
Mstep: Class 9 contains 189326 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 162529 members 
Mstep: Class 13 contains 126332 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119508 members 
Mstep: Class 18 contains 40479 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201456 members 
Mstep: Class 21 contains 14356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325872.000000 Penalty: 70089.187500
Iteration 226Q: 21 clusters Score -1.803259e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235050 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158896 members 
Mstep: Class 9 contains 189322 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38769 members 
Mstep: Class 12 contains 162522 members 
Mstep: Class 13 contains 126333 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119508 members 
Mstep: Class 18 contains 40479 members 
Mstep: Class 19 contains 65341 members 
Mstep: Class 20 contains 201457 members 
Mstep: Class 21 contains 14354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 227Q: 21 clusters Score -1.80326e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235037 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158904 members 
Mstep: Class 9 contains 189326 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38778 members 
Mstep: Class 12 contains 162510 members 
Mstep: Class 13 contains 126337 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119510 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 19 contains 65343 members 
Mstep: Class 20 contains 201457 members 
Mstep: Class 21 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325872.000000 Penalty: 70089.187500
Iteration 228Q: 21 clusters Score -1.803259e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235025 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158916 members 
Mstep: Class 9 contains 189326 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38788 members 
Mstep: Class 12 contains 162501 members 
Mstep: Class 13 contains 126340 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119510 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65343 members 
Mstep: Class 20 contains 201457 members 
Mstep: Class 21 contains 14348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 229Q: 21 clusters Score -1.803259e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235020 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158921 members 
Mstep: Class 9 contains 189324 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38799 members 
Mstep: Class 12 contains 162494 members 
Mstep: Class 13 contains 126344 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119511 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65345 members 
Mstep: Class 20 contains 201451 members 
Mstep: Class 21 contains 14347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 230Q: 21 clusters Score -1.80326e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235013 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158928 members 
Mstep: Class 9 contains 189320 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38805 members 
Mstep: Class 12 contains 162487 members 
Mstep: Class 13 contains 126349 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119513 members 
Mstep: Class 18 contains 40474 members 
Mstep: Class 19 contains 65346 members 
Mstep: Class 20 contains 201451 members 
Mstep: Class 21 contains 14345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 231Q: 21 clusters Score -1.803259e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235016 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158929 members 
Mstep: Class 9 contains 189317 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38816 members 
Mstep: Class 12 contains 162474 members 
Mstep: Class 13 contains 126354 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119511 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65346 members 
Mstep: Class 20 contains 201449 members 
Mstep: Class 21 contains 14343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 232Q: 21 clusters Score -1.80326e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235015 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158927 members 
Mstep: Class 9 contains 189313 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38830 members 
Mstep: Class 12 contains 162469 members 
Mstep: Class 13 contains 126356 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119511 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 19 contains 65345 members 
Mstep: Class 20 contains 201448 members 
Mstep: Class 21 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 233Q: 21 clusters Score -1.803259e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235007 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158932 members 
Mstep: Class 9 contains 189321 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38846 members 
Mstep: Class 12 contains 162457 members 
Mstep: Class 13 contains 126357 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119509 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 19 contains 65344 members 
Mstep: Class 20 contains 201444 members 
Mstep: Class 21 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 234Q: 21 clusters Score -1.80326e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235004 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158936 members 
Mstep: Class 9 contains 189326 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38865 members 
Mstep: Class 12 contains 162443 members 
Mstep: Class 13 contains 126354 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119510 members 
Mstep: Class 18 contains 40479 members 
Mstep: Class 19 contains 65341 members 
Mstep: Class 20 contains 201441 members 
Mstep: Class 21 contains 14332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 235Q: 21 clusters Score -1.803259e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235002 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158940 members 
Mstep: Class 9 contains 189331 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38882 members 
Mstep: Class 12 contains 162430 members 
Mstep: Class 13 contains 126353 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119508 members 
Mstep: Class 18 contains 40477 members 
Mstep: Class 19 contains 65340 members 
Mstep: Class 20 contains 201444 members 
Mstep: Class 21 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325872.000000 Penalty: 70089.187500
Iteration 236Q: 21 clusters Score -1.803259e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234999 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158944 members 
Mstep: Class 9 contains 189335 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38906 members 
Mstep: Class 12 contains 162423 members 
Mstep: Class 13 contains 126344 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119502 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201441 members 
Mstep: Class 21 contains 14321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325840.000000 Penalty: 70089.187500
Iteration 237Q: 21 clusters Score -1.803258e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234993 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158948 members 
Mstep: Class 9 contains 189335 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38932 members 
Mstep: Class 12 contains 162415 members 
Mstep: Class 13 contains 126348 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119499 members 
Mstep: Class 18 contains 40477 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201433 members 
Mstep: Class 21 contains 14313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325888.000000 Penalty: 70089.187500
Iteration 238Q: 21 clusters Score -1.803259e+08 nChanged 88
Entering ConstructFrom: 
Score: -180325888.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 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 225 members 
Entering Unmasked Estep 
Score: -54764.585938 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54764.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55041.492188 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55041.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55140.699219 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55140.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55209.882812 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55209.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55247.859375 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55247.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55283.882812 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55283.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55338.542969 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55338.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55418.523438 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55418.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55527.378906 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55527.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55668.511719 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55668.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55833.812500 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55833.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56015.757812 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -56015.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56098.851562 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -56098.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56165.867188 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -56165.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56210.085938 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -56210.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56240.324219 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -56240.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56285.773438 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -56285.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56309.277344 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -56309.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56330.902344 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -56330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56344.847656 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -56344.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56366.515625 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -56366.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56430.511719 Penalty: 3079.460693
	Iteration 21Q: 3 clusters Score -56430.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56455.750000 Penalty: 3079.460693
	Iteration 22Q: 3 clusters Score -56455.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56455.750000 Penalty: 3079.460693
	Iteration 23F: 3 clusters Score -56455.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 234991 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158953 members 
Mstep: Class 9 contains 189338 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38966 members 
Mstep: Class 12 contains 162405 members 
Mstep: Class 13 contains 126341 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119498 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201419 members 
Mstep: Class 21 contains 14303 members 
Entering Unmasked Estep 
Score: -180324288.000000 Penalty: 73593.648438
Splitting cluster 1 changes total score from -180325888.000000 to -180324288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (234991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234991 members 
Entering Unmasked Estep 
Score: -31433470.000000 Penalty: 3067.091064
	Iteration 0F: 2 clusters Score -3.143347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -31286908.000000 Penalty: 6134.182129
	Iteration 0F: 3 clusters Score -3.128691e+07 nChanged 113285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -31354146.000000 Penalty: 6134.182129
	Iteration 1F: 3 clusters Score -3.135415e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -31354932.000000 Penalty: 6134.182129
	Iteration 2Q: 3 clusters Score -3.135493e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -31356614.000000 Penalty: 6134.182129
	Iteration 3Q: 3 clusters Score -3.135661e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125432 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -31359256.000000 Penalty: 6134.182129
	Iteration 4Q: 3 clusters Score -3.135926e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -31363456.000000 Penalty: 6134.182129
	Iteration 5Q: 3 clusters Score -3.136346e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137373 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -31370202.000000 Penalty: 6134.182129
	Iteration 6F: 3 clusters Score -3.13702e+07 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -31381240.000000 Penalty: 6134.182129
	Iteration 7F: 3 clusters Score -3.138124e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -31397152.000000 Penalty: 6134.182129
	Iteration 8F: 3 clusters Score -3.139715e+07 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -31413556.000000 Penalty: 6134.182129
	Iteration 9F: 3 clusters Score -3.141356e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -31423036.000000 Penalty: 6134.182129
	Iteration 10F: 3 clusters Score -3.142304e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -31426474.000000 Penalty: 6134.182129
	Iteration 11Q: 3 clusters Score -3.142647e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179588 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -31428724.000000 Penalty: 6134.182129
	Iteration 12Q: 3 clusters Score -3.142872e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183155 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -31430432.000000 Penalty: 6134.182129
	Iteration 13Q: 3 clusters Score -3.143043e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -31431760.000000 Penalty: 6134.182129
	Iteration 14Q: 3 clusters Score -3.143176e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -31432886.000000 Penalty: 6134.182129
	Iteration 15Q: 3 clusters Score -3.143289e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -31433814.000000 Penalty: 6134.182129
	Iteration 16Q: 3 clusters Score -3.143381e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -31434532.000000 Penalty: 6134.182129
	Iteration 17Q: 3 clusters Score -3.143453e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -31434944.000000 Penalty: 6134.182129
	Iteration 18Q: 3 clusters Score -3.143494e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202820 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -31435096.000000 Penalty: 6134.182129
	Iteration 19Q: 3 clusters Score -3.14351e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -31435100.000000 Penalty: 6134.182129
	Iteration 20F: 3 clusters Score -3.14351e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207764 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -31435060.000000 Penalty: 6134.182129
	Iteration 21Q: 3 clusters Score -3.143506e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -31435058.000000 Penalty: 6134.182129
	Iteration 22Q: 3 clusters Score -3.143506e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211941 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -31434952.000000 Penalty: 6134.182129
	Iteration 23Q: 3 clusters Score -3.143495e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213740 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -31434916.000000 Penalty: 6134.182129
	Iteration 24Q: 3 clusters Score -3.143492e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215346 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -31434652.000000 Penalty: 6134.182129
	Iteration 25Q: 3 clusters Score -3.143465e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216830 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -31434620.000000 Penalty: 6134.182129
	Iteration 26Q: 3 clusters Score -3.143462e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218167 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -31434442.000000 Penalty: 6134.182129
	Iteration 27Q: 3 clusters Score -3.143444e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219339 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -31434244.000000 Penalty: 6134.182129
	Iteration 28Q: 3 clusters Score -3.143424e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220325 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -31434082.000000 Penalty: 6134.182129
	Iteration 29Q: 3 clusters Score -3.143408e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221221 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -31433914.000000 Penalty: 6134.182129
	Iteration 30Q: 3 clusters Score -3.143391e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222006 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -31433756.000000 Penalty: 6134.182129
	Iteration 31Q: 3 clusters Score -3.143376e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222735 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -31433616.000000 Penalty: 6134.182129
	Iteration 32Q: 3 clusters Score -3.143362e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223388 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -31433384.000000 Penalty: 6134.182129
	Iteration 33Q: 3 clusters Score -3.143338e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224028 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -31433280.000000 Penalty: 6134.182129
	Iteration 34Q: 3 clusters Score -3.143328e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224607 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -31433192.000000 Penalty: 6134.182129
	Iteration 35Q: 3 clusters Score -3.143319e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225138 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -31433134.000000 Penalty: 6134.182129
	Iteration 36Q: 3 clusters Score -3.143313e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225599 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -31433090.000000 Penalty: 6134.182129
	Iteration 37Q: 3 clusters Score -3.143309e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226013 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -31432964.000000 Penalty: 6134.182129
	Iteration 38Q: 3 clusters Score -3.143296e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226421 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -31432912.000000 Penalty: 6134.182129
	Iteration 39Q: 3 clusters Score -3.143291e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226772 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -31432816.000000 Penalty: 6134.182129
	Iteration 40F: 3 clusters Score -3.143282e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227100 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -31432742.000000 Penalty: 6134.182129
	Iteration 41Q: 3 clusters Score -3.143274e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227401 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -31432674.000000 Penalty: 6134.182129
	Iteration 42Q: 3 clusters Score -3.143267e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227680 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -31432672.000000 Penalty: 6134.182129
	Iteration 43Q: 3 clusters Score -3.143267e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227953 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -31432608.000000 Penalty: 6134.182129
	Iteration 44Q: 3 clusters Score -3.143261e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -31432596.000000 Penalty: 6134.182129
	Iteration 45Q: 3 clusters Score -3.14326e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228487 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -31432554.000000 Penalty: 6134.182129
	Iteration 46Q: 3 clusters Score -3.143255e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228715 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -31432546.000000 Penalty: 6134.182129
	Iteration 47Q: 3 clusters Score -3.143255e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228931 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -31432554.000000 Penalty: 6134.182129
	Iteration 48Q: 3 clusters Score -3.143255e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229132 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -31432482.000000 Penalty: 6134.182129
	Iteration 49Q: 3 clusters Score -3.143248e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229323 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -31432434.000000 Penalty: 6134.182129
	Iteration 50Q: 3 clusters Score -3.143243e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229513 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -31432362.000000 Penalty: 6134.182129
	Iteration 51Q: 3 clusters Score -3.143236e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -31432376.000000 Penalty: 6134.182129
	Iteration 52Q: 3 clusters Score -3.143238e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229864 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -31432370.000000 Penalty: 6134.182129
	Iteration 53Q: 3 clusters Score -3.143237e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230020 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -31432362.000000 Penalty: 6134.182129
	Iteration 54Q: 3 clusters Score -3.143236e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -31432364.000000 Penalty: 6134.182129
	Iteration 55Q: 3 clusters Score -3.143236e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230276 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -31432326.000000 Penalty: 6134.182129
	Iteration 56Q: 3 clusters Score -3.143233e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230401 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -31432374.000000 Penalty: 6134.182129
	Iteration 57Q: 3 clusters Score -3.143237e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230531 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -31432312.000000 Penalty: 6134.182129
	Iteration 58Q: 3 clusters Score -3.143231e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230656 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -31432278.000000 Penalty: 6134.182129
	Iteration 59Q: 3 clusters Score -3.143228e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230773 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -31432298.000000 Penalty: 6134.182129
	Iteration 60F: 3 clusters Score -3.14323e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230887 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -31432256.000000 Penalty: 6134.182129
	Iteration 61Q: 3 clusters Score -3.143226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230978 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -31432234.000000 Penalty: 6134.182129
	Iteration 62Q: 3 clusters Score -3.143223e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231059 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -31432228.000000 Penalty: 6134.182129
	Iteration 63Q: 3 clusters Score -3.143223e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231136 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -31432174.000000 Penalty: 6134.182129
	Iteration 64Q: 3 clusters Score -3.143217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231199 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -31432132.000000 Penalty: 6134.182129
	Iteration 65Q: 3 clusters Score -3.143213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231259 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -31432122.000000 Penalty: 6134.182129
	Iteration 66Q: 3 clusters Score -3.143212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231334 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -31432118.000000 Penalty: 6134.182129
	Iteration 67Q: 3 clusters Score -3.143212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231411 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -31432064.000000 Penalty: 6134.182129
	Iteration 68Q: 3 clusters Score -3.143206e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231497 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -31432034.000000 Penalty: 6134.182129
	Iteration 69Q: 3 clusters Score -3.143203e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231570 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -31432084.000000 Penalty: 6134.182129
	Iteration 70Q: 3 clusters Score -3.143208e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231653 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -31432030.000000 Penalty: 6134.182129
	Iteration 71Q: 3 clusters Score -3.143203e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231730 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -31432014.000000 Penalty: 6134.182129
	Iteration 72Q: 3 clusters Score -3.143201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231804 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -31431976.000000 Penalty: 6134.182129
	Iteration 73Q: 3 clusters Score -3.143198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231876 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -31431936.000000 Penalty: 6134.182129
	Iteration 74Q: 3 clusters Score -3.143194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231942 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -31431884.000000 Penalty: 6134.182129
	Iteration 75Q: 3 clusters Score -3.143188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232019 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -31431860.000000 Penalty: 6134.182129
	Iteration 76Q: 3 clusters Score -3.143186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232076 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -31431862.000000 Penalty: 6134.182129
	Iteration 77Q: 3 clusters Score -3.143186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232129 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -31431864.000000 Penalty: 6134.182129
	Iteration 78Q: 3 clusters Score -3.143186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232182 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -31431856.000000 Penalty: 6134.182129
	Iteration 79Q: 3 clusters Score -3.143186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232246 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -31431816.000000 Penalty: 6134.182129
	Iteration 80F: 3 clusters Score -3.143182e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232311 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -31431836.000000 Penalty: 6134.182129
	Iteration 81Q: 3 clusters Score -3.143184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232370 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -31431812.000000 Penalty: 6134.182129
	Iteration 82Q: 3 clusters Score -3.143181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232400 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -31431802.000000 Penalty: 6134.182129
	Iteration 83Q: 3 clusters Score -3.14318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232440 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -31431814.000000 Penalty: 6134.182129
	Iteration 84Q: 3 clusters Score -3.143181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232475 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -31431780.000000 Penalty: 6134.182129
	Iteration 85Q: 3 clusters Score -3.143178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232506 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -31431766.000000 Penalty: 6134.182129
	Iteration 86Q: 3 clusters Score -3.143177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232536 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -31431768.000000 Penalty: 6134.182129
	Iteration 87Q: 3 clusters Score -3.143177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232570 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -31431764.000000 Penalty: 6134.182129
	Iteration 88Q: 3 clusters Score -3.143176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232596 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -31431746.000000 Penalty: 6134.182129
	Iteration 89Q: 3 clusters Score -3.143175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232617 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -31431740.000000 Penalty: 6134.182129
	Iteration 90Q: 3 clusters Score -3.143174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232631 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -31431746.000000 Penalty: 6134.182129
	Iteration 91Q: 3 clusters Score -3.143175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232643 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -31431752.000000 Penalty: 6134.182129
	Iteration 92Q: 3 clusters Score -3.143175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232656 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -31431732.000000 Penalty: 6134.182129
	Iteration 93Q: 3 clusters Score -3.143173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232677 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -31431742.000000 Penalty: 6134.182129
	Iteration 94Q: 3 clusters Score -3.143174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232704 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -31431736.000000 Penalty: 6134.182129
	Iteration 95Q: 3 clusters Score -3.143174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232726 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -31431730.000000 Penalty: 6134.182129
	Iteration 96Q: 3 clusters Score -3.143173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232745 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -31431732.000000 Penalty: 6134.182129
	Iteration 97Q: 3 clusters Score -3.143173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232756 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -31431708.000000 Penalty: 6134.182129
	Iteration 98Q: 3 clusters Score -3.143171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232771 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -31431686.000000 Penalty: 6134.182129
	Iteration 99Q: 3 clusters Score -3.143169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232785 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -31431692.000000 Penalty: 6134.182129
	Iteration 100F: 3 clusters Score -3.143169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232798 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -31431692.000000 Penalty: 6134.182129
	Iteration 101Q: 3 clusters Score -3.143169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232807 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -31431686.000000 Penalty: 6134.182129
	Iteration 102Q: 3 clusters Score -3.143169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232813 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -31431688.000000 Penalty: 6134.182129
	Iteration 103Q: 3 clusters Score -3.143169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232820 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -31431696.000000 Penalty: 6134.182129
	Iteration 104Q: 3 clusters Score -3.14317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232825 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -31431690.000000 Penalty: 6134.182129
	Iteration 105Q: 3 clusters Score -3.143169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232830 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -31431708.000000 Penalty: 6134.182129
	Iteration 106Q: 3 clusters Score -3.143171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232835 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -31431702.000000 Penalty: 6134.182129
	Iteration 107Q: 3 clusters Score -3.14317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232843 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -31431714.000000 Penalty: 6134.182129
	Iteration 108Q: 3 clusters Score -3.143171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232852 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -31431708.000000 Penalty: 6134.182129
	Iteration 109Q: 3 clusters Score -3.143171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232859 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -31431682.000000 Penalty: 6134.182129
	Iteration 110Q: 3 clusters Score -3.143168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232866 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -31431702.000000 Penalty: 6134.182129
	Iteration 111Q: 3 clusters Score -3.14317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232875 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -31431700.000000 Penalty: 6134.182129
	Iteration 112Q: 3 clusters Score -3.14317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232881 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -31431710.000000 Penalty: 6134.182129
	Iteration 113Q: 3 clusters Score -3.143171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232885 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -31431684.000000 Penalty: 6134.182129
	Iteration 114Q: 3 clusters Score -3.143168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232888 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -31431680.000000 Penalty: 6134.182129
	Iteration 115Q: 3 clusters Score -3.143168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232892 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -31431686.000000 Penalty: 6134.182129
	Iteration 116Q: 3 clusters Score -3.143169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232895 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -31431690.000000 Penalty: 6134.182129
	Iteration 117Q: 3 clusters Score -3.143169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232898 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -31431692.000000 Penalty: 6134.182129
	Iteration 118Q: 3 clusters Score -3.143169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232900 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -31431690.000000 Penalty: 6134.182129
	Iteration 119Q: 3 clusters Score -3.143169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232902 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -31431688.000000 Penalty: 6134.182129
	Iteration 120F: 3 clusters Score -3.143169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232903 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -31431690.000000 Penalty: 6134.182129
	Iteration 121Q: 3 clusters Score -3.143169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232904 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -31431682.000000 Penalty: 6134.182129
	Iteration 122Q: 3 clusters Score -3.143168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232905 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -31431708.000000 Penalty: 6134.182129
	Iteration 123Q: 3 clusters Score -3.143171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232906 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -31431688.000000 Penalty: 6134.182129
	Iteration 124Q: 3 clusters Score -3.143169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232907 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -31431680.000000 Penalty: 6134.182129
	Iteration 125Q: 3 clusters Score -3.143168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232908 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -31431670.000000 Penalty: 6134.182129
	Iteration 126Q: 3 clusters Score -3.143167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232908 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -31431670.000000 Penalty: 6134.182129
	Iteration 127F: 3 clusters Score -3.143167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 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 279 members 
Entering Unmasked Estep 
Score: -70243.960938 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70243.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70584.132812 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70584.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70798.085938 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70798.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71081.500000 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -71081.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71184.914062 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -71184.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71295.890625 Penalty: 3163.699219
	Iteration 5F: 3 clusters Score -71295.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71343.929688 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -71343.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71371.257812 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -71371.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71393.320312 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -71393.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71414.539062 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -71414.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71426.507812 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -71426.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71435.515625 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71435.515625 Penalty: 3163.699219
	Iteration 12F: 3 clusters Score -71435.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -183930.093750 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -183930.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181641.984375 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -181642 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182021.265625 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -182021.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182141.968750 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -182142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -182190.281250 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -182190.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -182228.375000 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -182228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182250.921875 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -182250.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182267.671875 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -182267.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182290.296875 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -182290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182308.468750 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -182308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182322.109375 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -182322.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182333.609375 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -182333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182342.140625 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -182342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182352.718750 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -182352.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182357.640625 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -182357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182362.593750 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -182362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182366.437500 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -182366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182369.609375 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -182369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182372.281250 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -182372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182374.546875 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -182374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182376.656250 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -182376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182381.625000 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -182381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182384.125000 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -182384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182385.859375 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -182385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182388.234375 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -182388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182389.234375 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -182389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182389.234375 Penalty: 3615.985107
	Iteration 25F: 3 clusters Score -182389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104626.132812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102794.046875 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102794 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103091.460938 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103091.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103182.007812 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -103182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103250.578125 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -103250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103301.250000 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -103301.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103348.218750 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -103348.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103416.484375 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -103416.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103566.085938 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -103566.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103728.671875 Penalty: 3353.165527
	Iteration 8F: 3 clusters Score -103728.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103897.226562 Penalty: 3353.165527
	Iteration 9F: 3 clusters Score -103897.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104015.953125 Penalty: 3353.165527
	Iteration 10F: 3 clusters Score -104016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104112.875000 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -104112.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104183.304688 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -104183.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104341.218750 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -104341.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104605.492188 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -104605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104703.039062 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -104703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104733.414062 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -104733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104737.921875 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -104737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104737.921875 Penalty: 3353.165527
	Iteration 18F: 3 clusters Score -104737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234991 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158953 members 
Mstep: Class 9 contains 189338 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38966 members 
Mstep: Class 12 contains 162405 members 
Mstep: Class 13 contains 126341 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119498 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201419 members 
Mstep: Class 21 contains 14303 members 
Entering Unmasked Estep 
Score: -180324544.000000 Penalty: 73593.648438
Splitting cluster 5 changes total score from -180325888.000000 to -180324544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -527828.500000 Penalty: 2065.575684
	Iteration 0F: 2 clusters Score -527828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -523825.718750 Penalty: 4131.151367
	Iteration 0F: 3 clusters Score -523825.7 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -524686.375000 Penalty: 4131.151367
	Iteration 1F: 3 clusters Score -524686.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -524875.375000 Penalty: 4131.151367
	Iteration 2F: 3 clusters Score -524875.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -525004.375000 Penalty: 4131.151367
	Iteration 3Q: 3 clusters Score -525004.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -525114.125000 Penalty: 4131.151367
	Iteration 4Q: 3 clusters Score -525114.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -525230.687500 Penalty: 4131.151367
	Iteration 5Q: 3 clusters Score -525230.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -525345.250000 Penalty: 4131.151367
	Iteration 6Q: 3 clusters Score -525345.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -525469.750000 Penalty: 4131.151367
	Iteration 7Q: 3 clusters Score -525469.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -525585.812500 Penalty: 4131.151367
	Iteration 8Q: 3 clusters Score -525585.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -525700.875000 Penalty: 4131.151367
	Iteration 9Q: 3 clusters Score -525700.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -525809.437500 Penalty: 4131.151367
	Iteration 10Q: 3 clusters Score -525809.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -525910.687500 Penalty: 4131.151367
	Iteration 11Q: 3 clusters Score -525910.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -526005.875000 Penalty: 4131.151367
	Iteration 12Q: 3 clusters Score -526005.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -526083.062500 Penalty: 4131.151367
	Iteration 13Q: 3 clusters Score -526083.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -526139.375000 Penalty: 4131.151367
	Iteration 14Q: 3 clusters Score -526139.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -526172.250000 Penalty: 4131.151367
	Iteration 15Q: 3 clusters Score -526172.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -526203.000000 Penalty: 4131.151367
	Iteration 16Q: 3 clusters Score -526203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -526230.500000 Penalty: 4131.151367
	Iteration 17Q: 3 clusters Score -526230.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -526249.625000 Penalty: 4131.151367
	Iteration 18Q: 3 clusters Score -526249.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -526267.250000 Penalty: 4131.151367
	Iteration 19Q: 3 clusters Score -526267.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -526282.375000 Penalty: 4131.151367
	Iteration 20F: 3 clusters Score -526282.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -526294.125000 Penalty: 4131.151367
	Iteration 21Q: 3 clusters Score -526294.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -526301.937500 Penalty: 4131.151367
	Iteration 22Q: 3 clusters Score -526301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -526312.625000 Penalty: 4131.151367
	Iteration 23Q: 3 clusters Score -526312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -526325.187500 Penalty: 4131.151367
	Iteration 24Q: 3 clusters Score -526325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -526335.187500 Penalty: 4131.151367
	Iteration 25Q: 3 clusters Score -526335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -526340.687500 Penalty: 4131.151367
	Iteration 26Q: 3 clusters Score -526340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -526347.250000 Penalty: 4131.151367
	Iteration 27Q: 3 clusters Score -526347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -526355.437500 Penalty: 4131.151367
	Iteration 28Q: 3 clusters Score -526355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -526362.187500 Penalty: 4131.151367
	Iteration 29Q: 3 clusters Score -526362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -526369.375000 Penalty: 4131.151367
	Iteration 30Q: 3 clusters Score -526369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -526376.687500 Penalty: 4131.151367
	Iteration 31Q: 3 clusters Score -526376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -526381.125000 Penalty: 4131.151367
	Iteration 32Q: 3 clusters Score -526381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -526381.062500 Penalty: 4131.151367
	Iteration 33Q: 3 clusters Score -526381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -526381.062500 Penalty: 4131.151367
	Iteration 34F: 3 clusters Score -526381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -403518.687500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -403518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -400210.312500 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -400210.3 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -400958.562500 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -400958.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -401210.437500 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -401210.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -401427.468750 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -401427.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -401678.281250 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -401678.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -401947.812500 Penalty: 3979.356689
	Iteration 5F: 3 clusters Score -401947.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402193.781250 Penalty: 3979.356689
	Iteration 6F: 3 clusters Score -402193.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -402369.218750 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -402369.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -402481.156250 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -402481.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -402562.687500 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -402562.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -402622.406250 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -402622.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -402667.906250 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -402667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -402703.843750 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -402703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -402732.843750 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -402732.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -402749.312500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -402749.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -402765.718750 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -402765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -402780.375000 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -402780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -402794.000000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -402794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -402809.312500 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -402809.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -402819.531250 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -402819.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -402840.531250 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -402840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -402852.781250 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -402852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -402861.968750 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -402862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -402869.968750 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -402870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -402880.781250 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -402880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -402888.468750 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -402888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -402892.406250 Penalty: 3979.356689
	Iteration 26Q: 3 clusters Score -402892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -402893.843750 Penalty: 3979.356689
	Iteration 27Q: 3 clusters Score -402893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -402896.125000 Penalty: 3979.356689
	Iteration 28Q: 3 clusters Score -402896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -402897.000000 Penalty: 3979.356689
	Iteration 29Q: 3 clusters Score -402897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -402898.000000 Penalty: 3979.356689
	Iteration 30Q: 3 clusters Score -402898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -402898.000000 Penalty: 3979.356689
	Iteration 31F: 3 clusters Score -402898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (158953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Entering Unmasked Estep 
Score: -21439506.000000 Penalty: 2970.138184
	Iteration 0F: 2 clusters Score -2.143951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -21335094.000000 Penalty: 5940.276367
	Iteration 0F: 3 clusters Score -2.133509e+07 nChanged 75979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -21379058.000000 Penalty: 5940.276367
	Iteration 1F: 3 clusters Score -2.137906e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -21379966.000000 Penalty: 5940.276367
	Iteration 2Q: 3 clusters Score -2.137997e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -21381092.000000 Penalty: 5940.276367
	Iteration 3Q: 3 clusters Score -2.138109e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -21382242.000000 Penalty: 5940.276367
	Iteration 4Q: 3 clusters Score -2.138224e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -21383774.000000 Penalty: 5940.276367
	Iteration 5Q: 3 clusters Score -2.138377e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -21385380.000000 Penalty: 5940.276367
	Iteration 6Q: 3 clusters Score -2.138538e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -21387904.000000 Penalty: 5940.276367
	Iteration 7Q: 3 clusters Score -2.13879e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -21391826.000000 Penalty: 5940.276367
	Iteration 8Q: 3 clusters Score -2.139183e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -21397636.000000 Penalty: 5940.276367
	Iteration 9F: 3 clusters Score -2.139764e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -21405312.000000 Penalty: 5940.276367
	Iteration 10F: 3 clusters Score -2.140531e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119981 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -21413586.000000 Penalty: 5940.276367
	Iteration 11F: 3 clusters Score -2.141359e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125993 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -21419850.000000 Penalty: 5940.276367
	Iteration 12Q: 3 clusters Score -2.141985e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -21423696.000000 Penalty: 5940.276367
	Iteration 13Q: 3 clusters Score -2.14237e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -21426034.000000 Penalty: 5940.276367
	Iteration 14Q: 3 clusters Score -2.142603e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -21427558.000000 Penalty: 5940.276367
	Iteration 15Q: 3 clusters Score -2.142756e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -21428874.000000 Penalty: 5940.276367
	Iteration 16Q: 3 clusters Score -2.142887e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -21430124.000000 Penalty: 5940.276367
	Iteration 17Q: 3 clusters Score -2.143012e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -21431190.000000 Penalty: 5940.276367
	Iteration 18Q: 3 clusters Score -2.143119e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -21432276.000000 Penalty: 5940.276367
	Iteration 19Q: 3 clusters Score -2.143228e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -21433180.000000 Penalty: 5940.276367
	Iteration 20F: 3 clusters Score -2.143318e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -21433936.000000 Penalty: 5940.276367
	Iteration 21Q: 3 clusters Score -2.143394e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151799 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -21434616.000000 Penalty: 5940.276367
	Iteration 22Q: 3 clusters Score -2.143462e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -21435176.000000 Penalty: 5940.276367
	Iteration 23Q: 3 clusters Score -2.143518e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -21435584.000000 Penalty: 5940.276367
	Iteration 24Q: 3 clusters Score -2.143558e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -21436000.000000 Penalty: 5940.276367
	Iteration 25Q: 3 clusters Score -2.1436e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -21436266.000000 Penalty: 5940.276367
	Iteration 26Q: 3 clusters Score -2.143627e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21436478.000000 Penalty: 5940.276367
	Iteration 27Q: 3 clusters Score -2.143648e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21436652.000000 Penalty: 5940.276367
	Iteration 28Q: 3 clusters Score -2.143665e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156796 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21436680.000000 Penalty: 5940.276367
	Iteration 29Q: 3 clusters Score -2.143668e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21436736.000000 Penalty: 5940.276367
	Iteration 30Q: 3 clusters Score -2.143674e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21436818.000000 Penalty: 5940.276367
	Iteration 31Q: 3 clusters Score -2.143682e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21436854.000000 Penalty: 5940.276367
	Iteration 32Q: 3 clusters Score -2.143685e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -21436918.000000 Penalty: 5940.276367
	Iteration 33Q: 3 clusters Score -2.143692e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21436956.000000 Penalty: 5940.276367
	Iteration 34Q: 3 clusters Score -2.143696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21436990.000000 Penalty: 5940.276367
	Iteration 35Q: 3 clusters Score -2.143699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21436994.000000 Penalty: 5940.276367
	Iteration 36Q: 3 clusters Score -2.143699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21437012.000000 Penalty: 5940.276367
	Iteration 37Q: 3 clusters Score -2.143701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21437008.000000 Penalty: 5940.276367
	Iteration 38Q: 3 clusters Score -2.143701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157724 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21437014.000000 Penalty: 5940.276367
	Iteration 39Q: 3 clusters Score -2.143701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21437014.000000 Penalty: 5940.276367
	Iteration 40F: 3 clusters Score -2.143701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21437020.000000 Penalty: 5940.276367
	Iteration 41Q: 3 clusters Score -2.143702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21437024.000000 Penalty: 5940.276367
	Iteration 42Q: 3 clusters Score -2.143702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -21437050.000000 Penalty: 5940.276367
	Iteration 43Q: 3 clusters Score -2.143705e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157838 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21437066.000000 Penalty: 5940.276367
	Iteration 44Q: 3 clusters Score -2.143707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21437086.000000 Penalty: 5940.276367
	Iteration 45Q: 3 clusters Score -2.143709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21437094.000000 Penalty: 5940.276367
	Iteration 46Q: 3 clusters Score -2.143709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21437108.000000 Penalty: 5940.276367
	Iteration 47Q: 3 clusters Score -2.143711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -21437146.000000 Penalty: 5940.276367
	Iteration 48Q: 3 clusters Score -2.143715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21437128.000000 Penalty: 5940.276367
	Iteration 49Q: 3 clusters Score -2.143713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21437114.000000 Penalty: 5940.276367
	Iteration 50Q: 3 clusters Score -2.143711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21437128.000000 Penalty: 5940.276367
	Iteration 51Q: 3 clusters Score -2.143713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21437130.000000 Penalty: 5940.276367
	Iteration 52Q: 3 clusters Score -2.143713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21437150.000000 Penalty: 5940.276367
	Iteration 53Q: 3 clusters Score -2.143715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21437174.000000 Penalty: 5940.276367
	Iteration 54Q: 3 clusters Score -2.143717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21437174.000000 Penalty: 5940.276367
	Iteration 55Q: 3 clusters Score -2.143717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21437168.000000 Penalty: 5940.276367
	Iteration 56Q: 3 clusters Score -2.143717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21437168.000000 Penalty: 5940.276367
	Iteration 57Q: 3 clusters Score -2.143717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21437178.000000 Penalty: 5940.276367
	Iteration 58Q: 3 clusters Score -2.143718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21437174.000000 Penalty: 5940.276367
	Iteration 59Q: 3 clusters Score -2.143717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21437172.000000 Penalty: 5940.276367
	Iteration 60F: 3 clusters Score -2.143717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21437172.000000 Penalty: 5940.276367
	Iteration 61Q: 3 clusters Score -2.143717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21437188.000000 Penalty: 5940.276367
	Iteration 62Q: 3 clusters Score -2.143719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21437176.000000 Penalty: 5940.276367
	Iteration 63Q: 3 clusters Score -2.143718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21437178.000000 Penalty: 5940.276367
	Iteration 64Q: 3 clusters Score -2.143718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21437190.000000 Penalty: 5940.276367
	Iteration 65Q: 3 clusters Score -2.143719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21437184.000000 Penalty: 5940.276367
	Iteration 66Q: 3 clusters Score -2.143718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21437190.000000 Penalty: 5940.276367
	Iteration 67Q: 3 clusters Score -2.143719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21437192.000000 Penalty: 5940.276367
	Iteration 68Q: 3 clusters Score -2.143719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21437192.000000 Penalty: 5940.276367
	Iteration 69Q: 3 clusters Score -2.143719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21437192.000000 Penalty: 5940.276367
	Iteration 70F: 3 clusters Score -2.143719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189338 members 
Entering Unmasked Estep 
Score: -25417936.000000 Penalty: 3013.519775
	Iteration 0F: 2 clusters Score -2.541794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -25295762.000000 Penalty: 6027.039551
	Iteration 0F: 3 clusters Score -2.529576e+07 nChanged 90677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -25348096.000000 Penalty: 6027.039551
	Iteration 1F: 3 clusters Score -2.53481e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -25348954.000000 Penalty: 6027.039551
	Iteration 2Q: 3 clusters Score -2.534895e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -25350012.000000 Penalty: 6027.039551
	Iteration 3Q: 3 clusters Score -2.535001e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -25351158.000000 Penalty: 6027.039551
	Iteration 4Q: 3 clusters Score -2.535116e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -25353020.000000 Penalty: 6027.039551
	Iteration 5Q: 3 clusters Score -2.535302e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106580 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -25355842.000000 Penalty: 6027.039551
	Iteration 6Q: 3 clusters Score -2.535584e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -25360146.000000 Penalty: 6027.039551
	Iteration 7Q: 3 clusters Score -2.536015e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118963 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -25365962.000000 Penalty: 6027.039551
	Iteration 8F: 3 clusters Score -2.536596e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -25373830.000000 Penalty: 6027.039551
	Iteration 9F: 3 clusters Score -2.537383e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -25382904.000000 Penalty: 6027.039551
	Iteration 10F: 3 clusters Score -2.53829e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140846 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -25391294.000000 Penalty: 6027.039551
	Iteration 11F: 3 clusters Score -2.539129e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -25396934.000000 Penalty: 6027.039551
	Iteration 12Q: 3 clusters Score -2.539693e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -25400182.000000 Penalty: 6027.039551
	Iteration 13Q: 3 clusters Score -2.540018e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -25402234.000000 Penalty: 6027.039551
	Iteration 14Q: 3 clusters Score -2.540223e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -25403896.000000 Penalty: 6027.039551
	Iteration 15Q: 3 clusters Score -2.54039e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -25405360.000000 Penalty: 6027.039551
	Iteration 16Q: 3 clusters Score -2.540536e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -25406628.000000 Penalty: 6027.039551
	Iteration 17Q: 3 clusters Score -2.540663e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -25407798.000000 Penalty: 6027.039551
	Iteration 18Q: 3 clusters Score -2.54078e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -25408772.000000 Penalty: 6027.039551
	Iteration 19Q: 3 clusters Score -2.540877e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -25409726.000000 Penalty: 6027.039551
	Iteration 20F: 3 clusters Score -2.540973e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -25410390.000000 Penalty: 6027.039551
	Iteration 21Q: 3 clusters Score -2.541039e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -25411166.000000 Penalty: 6027.039551
	Iteration 22Q: 3 clusters Score -2.541117e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -25411826.000000 Penalty: 6027.039551
	Iteration 23Q: 3 clusters Score -2.541183e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -25412438.000000 Penalty: 6027.039551
	Iteration 24Q: 3 clusters Score -2.541244e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -25413050.000000 Penalty: 6027.039551
	Iteration 25Q: 3 clusters Score -2.541305e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -25413494.000000 Penalty: 6027.039551
	Iteration 26Q: 3 clusters Score -2.541349e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -25413846.000000 Penalty: 6027.039551
	Iteration 27Q: 3 clusters Score -2.541385e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -25414198.000000 Penalty: 6027.039551
	Iteration 28Q: 3 clusters Score -2.54142e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178853 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -25414512.000000 Penalty: 6027.039551
	Iteration 29Q: 3 clusters Score -2.541451e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179797 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -25414806.000000 Penalty: 6027.039551
	Iteration 30Q: 3 clusters Score -2.541481e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -25415116.000000 Penalty: 6027.039551
	Iteration 31Q: 3 clusters Score -2.541512e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -25415308.000000 Penalty: 6027.039551
	Iteration 32Q: 3 clusters Score -2.541531e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182208 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -25415510.000000 Penalty: 6027.039551
	Iteration 33Q: 3 clusters Score -2.541551e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -25415688.000000 Penalty: 6027.039551
	Iteration 34Q: 3 clusters Score -2.541569e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183369 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -25415862.000000 Penalty: 6027.039551
	Iteration 35Q: 3 clusters Score -2.541586e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -25415920.000000 Penalty: 6027.039551
	Iteration 36Q: 3 clusters Score -2.541592e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -25416034.000000 Penalty: 6027.039551
	Iteration 37Q: 3 clusters Score -2.541603e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -25416168.000000 Penalty: 6027.039551
	Iteration 38Q: 3 clusters Score -2.541617e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -25416196.000000 Penalty: 6027.039551
	Iteration 39Q: 3 clusters Score -2.54162e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -25416282.000000 Penalty: 6027.039551
	Iteration 40F: 3 clusters Score -2.541628e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185435 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -25416282.000000 Penalty: 6027.039551
	Iteration 41Q: 3 clusters Score -2.541628e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -25416316.000000 Penalty: 6027.039551
	Iteration 42Q: 3 clusters Score -2.541632e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185801 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -25416352.000000 Penalty: 6027.039551
	Iteration 43Q: 3 clusters Score -2.541635e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185949 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25416386.000000 Penalty: 6027.039551
	Iteration 44Q: 3 clusters Score -2.541639e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -25416426.000000 Penalty: 6027.039551
	Iteration 45Q: 3 clusters Score -2.541643e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186197 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -25416480.000000 Penalty: 6027.039551
	Iteration 46Q: 3 clusters Score -2.541648e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186286 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -25416506.000000 Penalty: 6027.039551
	Iteration 47Q: 3 clusters Score -2.541651e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186377 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -25416464.000000 Penalty: 6027.039551
	Iteration 48Q: 3 clusters Score -2.541646e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186449 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -25416478.000000 Penalty: 6027.039551
	Iteration 49Q: 3 clusters Score -2.541648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -25416522.000000 Penalty: 6027.039551
	Iteration 50Q: 3 clusters Score -2.541652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -25416538.000000 Penalty: 6027.039551
	Iteration 51Q: 3 clusters Score -2.541654e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -25416536.000000 Penalty: 6027.039551
	Iteration 52Q: 3 clusters Score -2.541654e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186694 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -25416554.000000 Penalty: 6027.039551
	Iteration 53Q: 3 clusters Score -2.541655e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186738 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -25416550.000000 Penalty: 6027.039551
	Iteration 54Q: 3 clusters Score -2.541655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -25416566.000000 Penalty: 6027.039551
	Iteration 55Q: 3 clusters Score -2.541657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25416564.000000 Penalty: 6027.039551
	Iteration 56Q: 3 clusters Score -2.541656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186811 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -25416552.000000 Penalty: 6027.039551
	Iteration 57Q: 3 clusters Score -2.541655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -25416576.000000 Penalty: 6027.039551
	Iteration 58Q: 3 clusters Score -2.541658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -25416600.000000 Penalty: 6027.039551
	Iteration 59Q: 3 clusters Score -2.54166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186849 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25416594.000000 Penalty: 6027.039551
	Iteration 60F: 3 clusters Score -2.541659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186856 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -25416598.000000 Penalty: 6027.039551
	Iteration 61Q: 3 clusters Score -2.54166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -25416584.000000 Penalty: 6027.039551
	Iteration 62Q: 3 clusters Score -2.541658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186873 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -25416568.000000 Penalty: 6027.039551
	Iteration 63Q: 3 clusters Score -2.541657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25416574.000000 Penalty: 6027.039551
	Iteration 64Q: 3 clusters Score -2.541657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186876 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -25416586.000000 Penalty: 6027.039551
	Iteration 65Q: 3 clusters Score -2.541659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -25416596.000000 Penalty: 6027.039551
	Iteration 66Q: 3 clusters Score -2.54166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186878 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25416576.000000 Penalty: 6027.039551
	Iteration 67Q: 3 clusters Score -2.541658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186880 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -25416574.000000 Penalty: 6027.039551
	Iteration 68Q: 3 clusters Score -2.541657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186880 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -25416574.000000 Penalty: 6027.039551
	Iteration 69F: 3 clusters Score -2.541657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116675.546875 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116675.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117007.343750 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117007.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117176.859375 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117176.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117282.898438 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -117282.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117352.984375 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117386.007812 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117398.796875 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117409.398438 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117416.617188 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117422.015625 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117427.578125 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117429.453125 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117430.679688 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117431.187500 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117433.015625 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117436.281250 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117440.078125 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117443.984375 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117447.101562 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117447.101562 Penalty: 3395.028320
	Iteration 19F: 3 clusters Score -117447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Entering Unmasked Estep 
Score: -5137659.500000 Penalty: 2621.470459
	Iteration 0F: 2 clusters Score -5137660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5111216.500000 Penalty: 5242.940918
	Iteration 0F: 3 clusters Score -5111216 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5121113.500000 Penalty: 5242.940918
	Iteration 1F: 3 clusters Score -5121114 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5121767.000000 Penalty: 5242.940918
	Iteration 2Q: 3 clusters Score -5121767 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5122561.500000 Penalty: 5242.940918
	Iteration 3Q: 3 clusters Score -5122562 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -5123437.500000 Penalty: 5242.940918
	Iteration 4F: 3 clusters Score -5123438 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5124334.000000 Penalty: 5242.940918
	Iteration 5F: 3 clusters Score -5124334 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5125301.500000 Penalty: 5242.940918
	Iteration 6F: 3 clusters Score -5125302 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5126346.500000 Penalty: 5242.940918
	Iteration 7F: 3 clusters Score -5126346 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5127508.500000 Penalty: 5242.940918
	Iteration 8F: 3 clusters Score -5127508 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5128676.000000 Penalty: 5242.940918
	Iteration 9Q: 3 clusters Score -5128676 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5129707.000000 Penalty: 5242.940918
	Iteration 10Q: 3 clusters Score -5129707 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5130635.000000 Penalty: 5242.940918
	Iteration 11Q: 3 clusters Score -5130635 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5131464.500000 Penalty: 5242.940918
	Iteration 12Q: 3 clusters Score -5131464 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5132205.500000 Penalty: 5242.940918
	Iteration 13Q: 3 clusters Score -5132206 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5132887.000000 Penalty: 5242.940918
	Iteration 14Q: 3 clusters Score -5132887 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5133563.500000 Penalty: 5242.940918
	Iteration 15Q: 3 clusters Score -5133564 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5134225.500000 Penalty: 5242.940918
	Iteration 16Q: 3 clusters Score -5134226 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -5134770.500000 Penalty: 5242.940918
	Iteration 17Q: 3 clusters Score -5134770 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -5135140.000000 Penalty: 5242.940918
	Iteration 18Q: 3 clusters Score -5135140 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5135340.000000 Penalty: 5242.940918
	Iteration 19Q: 3 clusters Score -5135340 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5135485.000000 Penalty: 5242.940918
	Iteration 20F: 3 clusters Score -5135485 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -5135589.000000 Penalty: 5242.940918
	Iteration 21Q: 3 clusters Score -5135589 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -5135655.000000 Penalty: 5242.940918
	Iteration 22Q: 3 clusters Score -5135655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -5135713.500000 Penalty: 5242.940918
	Iteration 23Q: 3 clusters Score -5135714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5135768.500000 Penalty: 5242.940918
	Iteration 24Q: 3 clusters Score -5135768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5135799.000000 Penalty: 5242.940918
	Iteration 25Q: 3 clusters Score -5135799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5135830.000000 Penalty: 5242.940918
	Iteration 26Q: 3 clusters Score -5135830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5135837.000000 Penalty: 5242.940918
	Iteration 27Q: 3 clusters Score -5135837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5135861.500000 Penalty: 5242.940918
	Iteration 28Q: 3 clusters Score -5135862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5135871.000000 Penalty: 5242.940918
	Iteration 29Q: 3 clusters Score -5135871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5135881.000000 Penalty: 5242.940918
	Iteration 30Q: 3 clusters Score -5135881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5135886.000000 Penalty: 5242.940918
	Iteration 31Q: 3 clusters Score -5135886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5135894.000000 Penalty: 5242.940918
	Iteration 32Q: 3 clusters Score -5135894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5135905.000000 Penalty: 5242.940918
	Iteration 33Q: 3 clusters Score -5135905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5135909.500000 Penalty: 5242.940918
	Iteration 34Q: 3 clusters Score -5135910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5135916.500000 Penalty: 5242.940918
	Iteration 35Q: 3 clusters Score -5135916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5135920.500000 Penalty: 5242.940918
	Iteration 36Q: 3 clusters Score -5135920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5135924.000000 Penalty: 5242.940918
	Iteration 37Q: 3 clusters Score -5135924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5135921.500000 Penalty: 5242.940918
	Iteration 38Q: 3 clusters Score -5135922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5135929.000000 Penalty: 5242.940918
	Iteration 39Q: 3 clusters Score -5135929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5135926.500000 Penalty: 5242.940918
	Iteration 40F: 3 clusters Score -5135926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5135931.500000 Penalty: 5242.940918
	Iteration 41Q: 3 clusters Score -5135932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -5135931.000000 Penalty: 5242.940918
	Iteration 42Q: 3 clusters Score -5135931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -5135938.000000 Penalty: 5242.940918
	Iteration 43Q: 3 clusters Score -5135938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5135942.000000 Penalty: 5242.940918
	Iteration 44Q: 3 clusters Score -5135942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5135949.500000 Penalty: 5242.940918
	Iteration 45Q: 3 clusters Score -5135950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -5135945.500000 Penalty: 5242.940918
	Iteration 46Q: 3 clusters Score -5135946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5135951.500000 Penalty: 5242.940918
	Iteration 47Q: 3 clusters Score -5135952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -5135953.500000 Penalty: 5242.940918
	Iteration 48Q: 3 clusters Score -5135954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -5135951.500000 Penalty: 5242.940918
	Iteration 49Q: 3 clusters Score -5135952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5135957.500000 Penalty: 5242.940918
	Iteration 50Q: 3 clusters Score -5135958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5135957.500000 Penalty: 5242.940918
	Iteration 51F: 3 clusters Score -5135958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Entering Unmasked Estep 
Score: -21883438.000000 Penalty: 2975.466309
	Iteration 0F: 2 clusters Score -2.188344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -21777096.000000 Penalty: 5950.932617
	Iteration 0F: 3 clusters Score -2.17771e+07 nChanged 77711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -21822894.000000 Penalty: 5950.932617
	Iteration 1F: 3 clusters Score -2.182289e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -21825142.000000 Penalty: 5950.932617
	Iteration 2Q: 3 clusters Score -2.182514e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -21829456.000000 Penalty: 5950.932617
	Iteration 3F: 3 clusters Score -2.182946e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -21836500.000000 Penalty: 5950.932617
	Iteration 4F: 3 clusters Score -2.18365e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 119462 members 
Entering Unmasked Estep 
Score: -21846652.000000 Penalty: 5950.932617
	Iteration 5F: 3 clusters Score -2.184665e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -21858900.000000 Penalty: 5950.932617
	Iteration 6F: 3 clusters Score -2.18589e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -21869068.000000 Penalty: 5950.932617
	Iteration 7F: 3 clusters Score -2.186907e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -21875198.000000 Penalty: 5950.932617
	Iteration 8Q: 3 clusters Score -2.18752e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -21877936.000000 Penalty: 5950.932617
	Iteration 9Q: 3 clusters Score -2.187794e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -21879174.000000 Penalty: 5950.932617
	Iteration 10Q: 3 clusters Score -2.187917e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -21879804.000000 Penalty: 5950.932617
	Iteration 11Q: 3 clusters Score -2.18798e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -21880190.000000 Penalty: 5950.932617
	Iteration 12Q: 3 clusters Score -2.188019e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -21880394.000000 Penalty: 5950.932617
	Iteration 13Q: 3 clusters Score -2.188039e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 156982 members 
Entering Unmasked Estep 
Score: -21880686.000000 Penalty: 5950.932617
	Iteration 14Q: 3 clusters Score -2.188069e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 157635 members 
Entering Unmasked Estep 
Score: -21880898.000000 Penalty: 5950.932617
	Iteration 15Q: 3 clusters Score -2.18809e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -21881080.000000 Penalty: 5950.932617
	Iteration 16Q: 3 clusters Score -2.188108e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -21881102.000000 Penalty: 5950.932617
	Iteration 17Q: 3 clusters Score -2.18811e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -21881112.000000 Penalty: 5950.932617
	Iteration 18Q: 3 clusters Score -2.188111e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -21881168.000000 Penalty: 5950.932617
	Iteration 19Q: 3 clusters Score -2.188117e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -21881250.000000 Penalty: 5950.932617
	Iteration 20F: 3 clusters Score -2.188125e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -21881252.000000 Penalty: 5950.932617
	Iteration 21Q: 3 clusters Score -2.188125e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 159772 members 
Entering Unmasked Estep 
Score: -21881306.000000 Penalty: 5950.932617
	Iteration 22Q: 3 clusters Score -2.188131e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -21881314.000000 Penalty: 5950.932617
	Iteration 23Q: 3 clusters Score -2.188131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 159977 members 
Entering Unmasked Estep 
Score: -21881340.000000 Penalty: 5950.932617
	Iteration 24Q: 3 clusters Score -2.188134e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -21881372.000000 Penalty: 5950.932617
	Iteration 25Q: 3 clusters Score -2.188137e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -21881398.000000 Penalty: 5950.932617
	Iteration 26Q: 3 clusters Score -2.18814e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -21881410.000000 Penalty: 5950.932617
	Iteration 27Q: 3 clusters Score -2.188141e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -21881402.000000 Penalty: 5950.932617
	Iteration 28Q: 3 clusters Score -2.18814e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -21881410.000000 Penalty: 5950.932617
	Iteration 29Q: 3 clusters Score -2.188141e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -21881430.000000 Penalty: 5950.932617
	Iteration 30Q: 3 clusters Score -2.188143e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -21881436.000000 Penalty: 5950.932617
	Iteration 31Q: 3 clusters Score -2.188144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -21881454.000000 Penalty: 5950.932617
	Iteration 32Q: 3 clusters Score -2.188145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -21881448.000000 Penalty: 5950.932617
	Iteration 33Q: 3 clusters Score -2.188145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -21881474.000000 Penalty: 5950.932617
	Iteration 34Q: 3 clusters Score -2.188147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 160447 members 
Entering Unmasked Estep 
Score: -21881488.000000 Penalty: 5950.932617
	Iteration 35Q: 3 clusters Score -2.188149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -21881500.000000 Penalty: 5950.932617
	Iteration 36Q: 3 clusters Score -2.18815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -21881492.000000 Penalty: 5950.932617
	Iteration 37Q: 3 clusters Score -2.188149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -21881512.000000 Penalty: 5950.932617
	Iteration 38Q: 3 clusters Score -2.188151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 160523 members 
Entering Unmasked Estep 
Score: -21881508.000000 Penalty: 5950.932617
	Iteration 39Q: 3 clusters Score -2.188151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 160537 members 
Entering Unmasked Estep 
Score: -21881478.000000 Penalty: 5950.932617
	Iteration 40F: 3 clusters Score -2.188148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -21881470.000000 Penalty: 5950.932617
	Iteration 41Q: 3 clusters Score -2.188147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -21881468.000000 Penalty: 5950.932617
	Iteration 42Q: 3 clusters Score -2.188147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -21881468.000000 Penalty: 5950.932617
	Iteration 43Q: 3 clusters Score -2.188147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -21881490.000000 Penalty: 5950.932617
	Iteration 44Q: 3 clusters Score -2.188149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 160602 members 
Entering Unmasked Estep 
Score: -21881500.000000 Penalty: 5950.932617
	Iteration 45Q: 3 clusters Score -2.18815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 160611 members 
Entering Unmasked Estep 
Score: -21881496.000000 Penalty: 5950.932617
	Iteration 46Q: 3 clusters Score -2.18815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -21881498.000000 Penalty: 5950.932617
	Iteration 47Q: 3 clusters Score -2.18815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -21881500.000000 Penalty: 5950.932617
	Iteration 48Q: 3 clusters Score -2.18815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -21881484.000000 Penalty: 5950.932617
	Iteration 49Q: 3 clusters Score -2.188148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -21881510.000000 Penalty: 5950.932617
	Iteration 50Q: 3 clusters Score -2.188151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -21881476.000000 Penalty: 5950.932617
	Iteration 51Q: 3 clusters Score -2.188148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 160656 members 
Entering Unmasked Estep 
Score: -21881470.000000 Penalty: 5950.932617
	Iteration 52Q: 3 clusters Score -2.188147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 160662 members 
Entering Unmasked Estep 
Score: -21881470.000000 Penalty: 5950.932617
	Iteration 53Q: 3 clusters Score -2.188147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -21881472.000000 Penalty: 5950.932617
	Iteration 54Q: 3 clusters Score -2.188147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -21881478.000000 Penalty: 5950.932617
	Iteration 55Q: 3 clusters Score -2.188148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -21881472.000000 Penalty: 5950.932617
	Iteration 56Q: 3 clusters Score -2.188147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -21881472.000000 Penalty: 5950.932617
	Iteration 57F: 3 clusters Score -2.188147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126341 members 
Entering Unmasked Estep 
Score: -17081414.000000 Penalty: 2913.191650
	Iteration 0F: 2 clusters Score -1.708141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -16996904.000000 Penalty: 5826.383301
	Iteration 0F: 3 clusters Score -1.69969e+07 nChanged 60126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -17031276.000000 Penalty: 5826.383301
	Iteration 1F: 3 clusters Score -1.703128e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -17032156.000000 Penalty: 5826.383301
	Iteration 2Q: 3 clusters Score -1.703216e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -17033750.000000 Penalty: 5826.383301
	Iteration 3Q: 3 clusters Score -1.703375e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -17036484.000000 Penalty: 5826.383301
	Iteration 4Q: 3 clusters Score -1.703648e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -17041706.000000 Penalty: 5826.383301
	Iteration 5F: 3 clusters Score -1.704171e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -17050660.000000 Penalty: 5826.383301
	Iteration 6F: 3 clusters Score -1.705066e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -17062638.000000 Penalty: 5826.383301
	Iteration 7F: 3 clusters Score -1.706264e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -17072444.000000 Penalty: 5826.383301
	Iteration 8F: 3 clusters Score -1.707244e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -17076840.000000 Penalty: 5826.383301
	Iteration 9Q: 3 clusters Score -1.707684e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 125735 members 
Entering Unmasked Estep 
Score: -17078168.000000 Penalty: 5826.383301
	Iteration 10Q: 3 clusters Score -1.707817e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -17078582.000000 Penalty: 5826.383301
	Iteration 11Q: 3 clusters Score -1.707858e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -17078706.000000 Penalty: 5826.383301
	Iteration 12Q: 3 clusters Score -1.707871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126147 members 
Entering Unmasked Estep 
Score: -17078748.000000 Penalty: 5826.383301
	Iteration 13Q: 3 clusters Score -1.707875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126154 members 
Entering Unmasked Estep 
Score: -17078768.000000 Penalty: 5826.383301
	Iteration 14Q: 3 clusters Score -1.707877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -17078786.000000 Penalty: 5826.383301
	Iteration 15Q: 3 clusters Score -1.707879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -17078796.000000 Penalty: 5826.383301
	Iteration 16Q: 3 clusters Score -1.70788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -17078804.000000 Penalty: 5826.383301
	Iteration 17Q: 3 clusters Score -1.70788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -17078804.000000 Penalty: 5826.383301
	Iteration 18F: 3 clusters Score -1.70788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52174.527344 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52174.53 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52535.148438 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52535.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52693.140625 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52693.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52857.113281 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -52857.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52928.074219 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -52928.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52971.906250 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -52971.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52979.230469 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -52979.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52980.582031 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -52980.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52980.582031 Penalty: 3069.378906
	Iteration 8F: 3 clusters Score -52980.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -833592.250000 Penalty: 2184.734863
	Iteration 0F: 2 clusters Score -833592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -828039.687500 Penalty: 4369.469727
	Iteration 0F: 3 clusters Score -828039.7 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -829468.187500 Penalty: 4369.469727
	Iteration 1F: 3 clusters Score -829468.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -829692.500000 Penalty: 4369.469727
	Iteration 2F: 3 clusters Score -829692.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -829871.625000 Penalty: 4369.469727
	Iteration 3Q: 3 clusters Score -829871.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -830004.750000 Penalty: 4369.469727
	Iteration 4Q: 3 clusters Score -830004.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -830098.125000 Penalty: 4369.469727
	Iteration 5Q: 3 clusters Score -830098.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -830158.937500 Penalty: 4369.469727
	Iteration 6Q: 3 clusters Score -830158.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -830211.562500 Penalty: 4369.469727
	Iteration 7Q: 3 clusters Score -830211.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -830255.937500 Penalty: 4369.469727
	Iteration 8Q: 3 clusters Score -830255.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -830294.750000 Penalty: 4369.469727
	Iteration 9Q: 3 clusters Score -830294.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -830327.437500 Penalty: 4369.469727
	Iteration 10Q: 3 clusters Score -830327.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -830362.312500 Penalty: 4369.469727
	Iteration 11Q: 3 clusters Score -830362.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -830391.687500 Penalty: 4369.469727
	Iteration 12Q: 3 clusters Score -830391.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -830415.687500 Penalty: 4369.469727
	Iteration 13Q: 3 clusters Score -830415.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -830430.937500 Penalty: 4369.469727
	Iteration 14Q: 3 clusters Score -830430.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -830446.437500 Penalty: 4369.469727
	Iteration 15Q: 3 clusters Score -830446.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -830459.687500 Penalty: 4369.469727
	Iteration 16Q: 3 clusters Score -830459.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -830478.062500 Penalty: 4369.469727
	Iteration 17Q: 3 clusters Score -830478.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -830490.250000 Penalty: 4369.469727
	Iteration 18Q: 3 clusters Score -830490.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -830498.812500 Penalty: 4369.469727
	Iteration 19Q: 3 clusters Score -830498.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -830507.750000 Penalty: 4369.469727
	Iteration 20F: 3 clusters Score -830507.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -830523.562500 Penalty: 4369.469727
	Iteration 21Q: 3 clusters Score -830523.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -830535.062500 Penalty: 4369.469727
	Iteration 22Q: 3 clusters Score -830535.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -830545.500000 Penalty: 4369.469727
	Iteration 23Q: 3 clusters Score -830545.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -830550.375000 Penalty: 4369.469727
	Iteration 24Q: 3 clusters Score -830550.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -830560.625000 Penalty: 4369.469727
	Iteration 25Q: 3 clusters Score -830560.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -830575.375000 Penalty: 4369.469727
	Iteration 26Q: 3 clusters Score -830575.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -830589.437500 Penalty: 4369.469727
	Iteration 27Q: 3 clusters Score -830589.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -830605.125000 Penalty: 4369.469727
	Iteration 28Q: 3 clusters Score -830605.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -830616.812500 Penalty: 4369.469727
	Iteration 29Q: 3 clusters Score -830616.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -830629.625000 Penalty: 4369.469727
	Iteration 30Q: 3 clusters Score -830629.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -830639.625000 Penalty: 4369.469727
	Iteration 31Q: 3 clusters Score -830639.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -830652.250000 Penalty: 4369.469727
	Iteration 32Q: 3 clusters Score -830652.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -830663.250000 Penalty: 4369.469727
	Iteration 33Q: 3 clusters Score -830663.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -830672.500000 Penalty: 4369.469727
	Iteration 34Q: 3 clusters Score -830672.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -830684.375000 Penalty: 4369.469727
	Iteration 35Q: 3 clusters Score -830684.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -830694.500000 Penalty: 4369.469727
	Iteration 36Q: 3 clusters Score -830694.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -830707.875000 Penalty: 4369.469727
	Iteration 37Q: 3 clusters Score -830707.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -830725.250000 Penalty: 4369.469727
	Iteration 38Q: 3 clusters Score -830725.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -830733.562500 Penalty: 4369.469727
	Iteration 39Q: 3 clusters Score -830733.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -830743.875000 Penalty: 4369.469727
	Iteration 40F: 3 clusters Score -830743.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -830750.000000 Penalty: 4369.469727
	Iteration 41Q: 3 clusters Score -830750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -830758.312500 Penalty: 4369.469727
	Iteration 42Q: 3 clusters Score -830758.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -830760.687500 Penalty: 4369.469727
	Iteration 43Q: 3 clusters Score -830760.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -830767.000000 Penalty: 4369.469727
	Iteration 44Q: 3 clusters Score -830767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -830774.187500 Penalty: 4369.469727
	Iteration 45Q: 3 clusters Score -830774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -830779.500000 Penalty: 4369.469727
	Iteration 46Q: 3 clusters Score -830779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -830785.312500 Penalty: 4369.469727
	Iteration 47Q: 3 clusters Score -830785.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -830788.250000 Penalty: 4369.469727
	Iteration 48Q: 3 clusters Score -830788.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -830794.937500 Penalty: 4369.469727
	Iteration 49Q: 3 clusters Score -830794.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -830795.375000 Penalty: 4369.469727
	Iteration 50Q: 3 clusters Score -830795.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -830804.187500 Penalty: 4369.469727
	Iteration 51Q: 3 clusters Score -830804.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -830811.750000 Penalty: 4369.469727
	Iteration 52Q: 3 clusters Score -830811.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -830822.062500 Penalty: 4369.469727
	Iteration 53Q: 3 clusters Score -830822.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -830829.625000 Penalty: 4369.469727
	Iteration 54Q: 3 clusters Score -830829.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -830846.125000 Penalty: 4369.469727
	Iteration 55Q: 3 clusters Score -830846.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -830860.625000 Penalty: 4369.469727
	Iteration 56Q: 3 clusters Score -830860.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -830881.812500 Penalty: 4369.469727
	Iteration 57Q: 3 clusters Score -830881.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -830901.250000 Penalty: 4369.469727
	Iteration 58Q: 3 clusters Score -830901.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -830921.937500 Penalty: 4369.469727
	Iteration 59Q: 3 clusters Score -830921.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -830943.250000 Penalty: 4369.469727
	Iteration 60F: 3 clusters Score -830943.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -830970.312500 Penalty: 4369.469727
	Iteration 61Q: 3 clusters Score -830970.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -830987.687500 Penalty: 4369.469727
	Iteration 62Q: 3 clusters Score -830987.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -831004.750000 Penalty: 4369.469727
	Iteration 63Q: 3 clusters Score -831004.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -831023.687500 Penalty: 4369.469727
	Iteration 64Q: 3 clusters Score -831023.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -831042.375000 Penalty: 4369.469727
	Iteration 65Q: 3 clusters Score -831042.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -831065.750000 Penalty: 4369.469727
	Iteration 66Q: 3 clusters Score -831065.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -831095.875000 Penalty: 4369.469727
	Iteration 67Q: 3 clusters Score -831095.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -831127.312500 Penalty: 4369.469727
	Iteration 68Q: 3 clusters Score -831127.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -831156.500000 Penalty: 4369.469727
	Iteration 69Q: 3 clusters Score -831156.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -831181.625000 Penalty: 4369.469727
	Iteration 70Q: 3 clusters Score -831181.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -831218.500000 Penalty: 4369.469727
	Iteration 71Q: 3 clusters Score -831218.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -831250.125000 Penalty: 4369.469727
	Iteration 72Q: 3 clusters Score -831250.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -831283.375000 Penalty: 4369.469727
	Iteration 73Q: 3 clusters Score -831283.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -831332.812500 Penalty: 4369.469727
	Iteration 74Q: 3 clusters Score -831332.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -831378.062500 Penalty: 4369.469727
	Iteration 75Q: 3 clusters Score -831378.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -831413.125000 Penalty: 4369.469727
	Iteration 76Q: 3 clusters Score -831413.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -831438.812500 Penalty: 4369.469727
	Iteration 77Q: 3 clusters Score -831438.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -831472.562500 Penalty: 4369.469727
	Iteration 78Q: 3 clusters Score -831472.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -831498.562500 Penalty: 4369.469727
	Iteration 79Q: 3 clusters Score -831498.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -831530.750000 Penalty: 4369.469727
	Iteration 80F: 3 clusters Score -831530.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -831560.937500 Penalty: 4369.469727
	Iteration 81Q: 3 clusters Score -831560.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -831591.312500 Penalty: 4369.469727
	Iteration 82Q: 3 clusters Score -831591.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -831625.375000 Penalty: 4369.469727
	Iteration 83Q: 3 clusters Score -831625.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -831649.125000 Penalty: 4369.469727
	Iteration 84Q: 3 clusters Score -831649.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -831665.000000 Penalty: 4369.469727
	Iteration 85Q: 3 clusters Score -831665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -831678.937500 Penalty: 4369.469727
	Iteration 86Q: 3 clusters Score -831678.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -831693.875000 Penalty: 4369.469727
	Iteration 87Q: 3 clusters Score -831693.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -831701.812500 Penalty: 4369.469727
	Iteration 88Q: 3 clusters Score -831701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -831710.312500 Penalty: 4369.469727
	Iteration 89Q: 3 clusters Score -831710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -831717.437500 Penalty: 4369.469727
	Iteration 90Q: 3 clusters Score -831717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -831727.312500 Penalty: 4369.469727
	Iteration 91Q: 3 clusters Score -831727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -831731.687500 Penalty: 4369.469727
	Iteration 92Q: 3 clusters Score -831731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -831738.312500 Penalty: 4369.469727
	Iteration 93Q: 3 clusters Score -831738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -831745.375000 Penalty: 4369.469727
	Iteration 94Q: 3 clusters Score -831745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -831745.500000 Penalty: 4369.469727
	Iteration 95Q: 3 clusters Score -831745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -831749.000000 Penalty: 4369.469727
	Iteration 96Q: 3 clusters Score -831749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -831752.812500 Penalty: 4369.469727
	Iteration 97Q: 3 clusters Score -831752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -831753.125000 Penalty: 4369.469727
	Iteration 98Q: 3 clusters Score -831753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -831756.562500 Penalty: 4369.469727
	Iteration 99Q: 3 clusters Score -831756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -831758.875000 Penalty: 4369.469727
	Iteration 100F: 3 clusters Score -831758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -831759.750000 Penalty: 4369.469727
	Iteration 101Q: 3 clusters Score -831759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -831760.062500 Penalty: 4369.469727
	Iteration 102Q: 3 clusters Score -831760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -831760.437500 Penalty: 4369.469727
	Iteration 103Q: 3 clusters Score -831760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -831760.875000 Penalty: 4369.469727
	Iteration 104Q: 3 clusters Score -831760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -831760.875000 Penalty: 4369.469727
	Iteration 105F: 3 clusters Score -831760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Entering Unmasked Estep 
Score: -16138238.000000 Penalty: 2899.381836
	Iteration 0F: 2 clusters Score -1.613824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -16058404.000000 Penalty: 5798.763672
	Iteration 0F: 3 clusters Score -1.60584e+07 nChanged 56841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -16090682.000000 Penalty: 5798.763672
	Iteration 1F: 3 clusters Score -1.609068e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -16091459.000000 Penalty: 5798.763672
	Iteration 2Q: 3 clusters Score -1.609146e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -16092278.000000 Penalty: 5798.763672
	Iteration 3Q: 3 clusters Score -1.609228e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -16093156.000000 Penalty: 5798.763672
	Iteration 4Q: 3 clusters Score -1.609316e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -16094505.000000 Penalty: 5798.763672
	Iteration 5Q: 3 clusters Score -1.60945e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -16096484.000000 Penalty: 5798.763672
	Iteration 6Q: 3 clusters Score -1.609648e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -16099507.000000 Penalty: 5798.763672
	Iteration 7Q: 3 clusters Score -1.609951e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -16104046.000000 Penalty: 5798.763672
	Iteration 8F: 3 clusters Score -1.610405e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -16109964.000000 Penalty: 5798.763672
	Iteration 9F: 3 clusters Score -1.610996e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -16115324.000000 Penalty: 5798.763672
	Iteration 10F: 3 clusters Score -1.611532e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -16118344.000000 Penalty: 5798.763672
	Iteration 11F: 3 clusters Score -1.611834e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -16119699.000000 Penalty: 5798.763672
	Iteration 12Q: 3 clusters Score -1.61197e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -16120512.000000 Penalty: 5798.763672
	Iteration 13Q: 3 clusters Score -1.612051e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -16121235.000000 Penalty: 5798.763672
	Iteration 14Q: 3 clusters Score -1.612124e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -16121985.000000 Penalty: 5798.763672
	Iteration 15Q: 3 clusters Score -1.612198e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -16122798.000000 Penalty: 5798.763672
	Iteration 16Q: 3 clusters Score -1.61228e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -16123657.000000 Penalty: 5798.763672
	Iteration 17Q: 3 clusters Score -1.612366e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -16124500.000000 Penalty: 5798.763672
	Iteration 18Q: 3 clusters Score -1.61245e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -16125429.000000 Penalty: 5798.763672
	Iteration 19Q: 3 clusters Score -1.612543e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -16126207.000000 Penalty: 5798.763672
	Iteration 20F: 3 clusters Score -1.612621e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -16126762.000000 Penalty: 5798.763672
	Iteration 21Q: 3 clusters Score -1.612676e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -16127413.000000 Penalty: 5798.763672
	Iteration 22Q: 3 clusters Score -1.612741e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -16127925.000000 Penalty: 5798.763672
	Iteration 23Q: 3 clusters Score -1.612792e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -16128406.000000 Penalty: 5798.763672
	Iteration 24Q: 3 clusters Score -1.612841e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -16128891.000000 Penalty: 5798.763672
	Iteration 25Q: 3 clusters Score -1.612889e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -16129375.000000 Penalty: 5798.763672
	Iteration 26Q: 3 clusters Score -1.612938e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -16129813.000000 Penalty: 5798.763672
	Iteration 27Q: 3 clusters Score -1.612981e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -16130180.000000 Penalty: 5798.763672
	Iteration 28Q: 3 clusters Score -1.613018e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -16130582.000000 Penalty: 5798.763672
	Iteration 29Q: 3 clusters Score -1.613058e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -16131031.000000 Penalty: 5798.763672
	Iteration 30Q: 3 clusters Score -1.613103e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -16131401.000000 Penalty: 5798.763672
	Iteration 31Q: 3 clusters Score -1.61314e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -16131753.000000 Penalty: 5798.763672
	Iteration 32Q: 3 clusters Score -1.613175e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -16132012.000000 Penalty: 5798.763672
	Iteration 33Q: 3 clusters Score -1.613201e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -16132285.000000 Penalty: 5798.763672
	Iteration 34Q: 3 clusters Score -1.613228e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -16132524.000000 Penalty: 5798.763672
	Iteration 35Q: 3 clusters Score -1.613252e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -16132767.000000 Penalty: 5798.763672
	Iteration 36Q: 3 clusters Score -1.613277e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -16132981.000000 Penalty: 5798.763672
	Iteration 37Q: 3 clusters Score -1.613298e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -16133178.000000 Penalty: 5798.763672
	Iteration 38Q: 3 clusters Score -1.613318e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -16133374.000000 Penalty: 5798.763672
	Iteration 39Q: 3 clusters Score -1.613337e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -16133584.000000 Penalty: 5798.763672
	Iteration 40F: 3 clusters Score -1.613358e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -16133825.000000 Penalty: 5798.763672
	Iteration 41Q: 3 clusters Score -1.613382e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -16134091.000000 Penalty: 5798.763672
	Iteration 42Q: 3 clusters Score -1.613409e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -16134283.000000 Penalty: 5798.763672
	Iteration 43Q: 3 clusters Score -1.613428e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -16134591.000000 Penalty: 5798.763672
	Iteration 44Q: 3 clusters Score -1.613459e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -16134848.000000 Penalty: 5798.763672
	Iteration 45Q: 3 clusters Score -1.613485e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -16135005.000000 Penalty: 5798.763672
	Iteration 46Q: 3 clusters Score -1.6135e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -16135232.000000 Penalty: 5798.763672
	Iteration 47Q: 3 clusters Score -1.613523e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 115565 members 
Entering Unmasked Estep 
Score: -16135381.000000 Penalty: 5798.763672
	Iteration 48Q: 3 clusters Score -1.613538e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -16135470.000000 Penalty: 5798.763672
	Iteration 49Q: 3 clusters Score -1.613547e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 116239 members 
Entering Unmasked Estep 
Score: -16135567.000000 Penalty: 5798.763672
	Iteration 50Q: 3 clusters Score -1.613557e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -16135708.000000 Penalty: 5798.763672
	Iteration 51Q: 3 clusters Score -1.613571e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 116758 members 
Entering Unmasked Estep 
Score: -16135812.000000 Penalty: 5798.763672
	Iteration 52Q: 3 clusters Score -1.613581e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -16135812.000000 Penalty: 5798.763672
	Iteration 53Q: 3 clusters Score -1.613581e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 5798.763672
	Iteration 54Q: 3 clusters Score -1.613589e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -16135903.000000 Penalty: 5798.763672
	Iteration 55Q: 3 clusters Score -1.61359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -16135953.000000 Penalty: 5798.763672
	Iteration 56Q: 3 clusters Score -1.613595e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 117331 members 
Entering Unmasked Estep 
Score: -16135943.000000 Penalty: 5798.763672
	Iteration 57Q: 3 clusters Score -1.613594e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -16136005.000000 Penalty: 5798.763672
	Iteration 58Q: 3 clusters Score -1.6136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -16136024.000000 Penalty: 5798.763672
	Iteration 59Q: 3 clusters Score -1.613602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -16136049.000000 Penalty: 5798.763672
	Iteration 60F: 3 clusters Score -1.613605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -16136050.000000 Penalty: 5798.763672
	Iteration 61Q: 3 clusters Score -1.613605e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -16136036.000000 Penalty: 5798.763672
	Iteration 62Q: 3 clusters Score -1.613604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 117652 members 
Entering Unmasked Estep 
Score: -16136042.000000 Penalty: 5798.763672
	Iteration 63Q: 3 clusters Score -1.613604e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -16136083.000000 Penalty: 5798.763672
	Iteration 64Q: 3 clusters Score -1.613608e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -16136099.000000 Penalty: 5798.763672
	Iteration 65Q: 3 clusters Score -1.61361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -16136088.000000 Penalty: 5798.763672
	Iteration 66Q: 3 clusters Score -1.613609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -16136102.000000 Penalty: 5798.763672
	Iteration 67Q: 3 clusters Score -1.61361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 117813 members 
Entering Unmasked Estep 
Score: -16136099.000000 Penalty: 5798.763672
	Iteration 68Q: 3 clusters Score -1.61361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -16136113.000000 Penalty: 5798.763672
	Iteration 69Q: 3 clusters Score -1.613611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -16136112.000000 Penalty: 5798.763672
	Iteration 70Q: 3 clusters Score -1.613611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -16136123.000000 Penalty: 5798.763672
	Iteration 71Q: 3 clusters Score -1.613612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -16136138.000000 Penalty: 5798.763672
	Iteration 72Q: 3 clusters Score -1.613614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -16136147.000000 Penalty: 5798.763672
	Iteration 73Q: 3 clusters Score -1.613615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -16136143.000000 Penalty: 5798.763672
	Iteration 74Q: 3 clusters Score -1.613614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -16136143.000000 Penalty: 5798.763672
	Iteration 75Q: 3 clusters Score -1.613614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -16136144.000000 Penalty: 5798.763672
	Iteration 76Q: 3 clusters Score -1.613614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 117928 members 
Entering Unmasked Estep 
Score: -16136149.000000 Penalty: 5798.763672
	Iteration 77Q: 3 clusters Score -1.613615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -16136152.000000 Penalty: 5798.763672
	Iteration 78Q: 3 clusters Score -1.613615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -16136135.000000 Penalty: 5798.763672
	Iteration 79Q: 3 clusters Score -1.613614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 117938 members 
Entering Unmasked Estep 
Score: -16136130.000000 Penalty: 5798.763672
	Iteration 80F: 3 clusters Score -1.613613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 117940 members 
Entering Unmasked Estep 
Score: -16136135.000000 Penalty: 5798.763672
	Iteration 81Q: 3 clusters Score -1.613614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
Score: -16136140.000000 Penalty: 5798.763672
	Iteration 82Q: 3 clusters Score -1.613614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -16136143.000000 Penalty: 5798.763672
	Iteration 83Q: 3 clusters Score -1.613614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -16136139.000000 Penalty: 5798.763672
	Iteration 84Q: 3 clusters Score -1.613614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -16136130.000000 Penalty: 5798.763672
	Iteration 85Q: 3 clusters Score -1.613613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -16136133.000000 Penalty: 5798.763672
	Iteration 86Q: 3 clusters Score -1.613613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -16136133.000000 Penalty: 5798.763672
	Iteration 87Q: 3 clusters Score -1.613613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -16136133.000000 Penalty: 5798.763672
	Iteration 88F: 3 clusters Score -1.613613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Entering Unmasked Estep 
Score: -5495721.000000 Penalty: 2630.899170
	Iteration 0F: 2 clusters Score -5495721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5468496.000000 Penalty: 5261.798340
	Iteration 0F: 3 clusters Score -5468496 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5478778.000000 Penalty: 5261.798340
	Iteration 1F: 3 clusters Score -5478778 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5479530.000000 Penalty: 5261.798340
	Iteration 2Q: 3 clusters Score -5479530 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -5480489.000000 Penalty: 5261.798340
	Iteration 3F: 3 clusters Score -5480489 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5481824.500000 Penalty: 5261.798340
	Iteration 4F: 3 clusters Score -5481824 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -5483717.000000 Penalty: 5261.798340
	Iteration 5F: 3 clusters Score -5483717 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5486312.500000 Penalty: 5261.798340
	Iteration 6F: 3 clusters Score -5486312 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5488895.500000 Penalty: 5261.798340
	Iteration 7F: 3 clusters Score -5488896 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5490948.000000 Penalty: 5261.798340
	Iteration 8F: 3 clusters Score -5490948 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5492180.000000 Penalty: 5261.798340
	Iteration 9Q: 3 clusters Score -5492180 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5492710.000000 Penalty: 5261.798340
	Iteration 10Q: 3 clusters Score -5492710 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5492970.500000 Penalty: 5261.798340
	Iteration 11Q: 3 clusters Score -5492970 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5493117.500000 Penalty: 5261.798340
	Iteration 12Q: 3 clusters Score -5493118 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5493243.000000 Penalty: 5261.798340
	Iteration 13Q: 3 clusters Score -5493243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5493324.500000 Penalty: 5261.798340
	Iteration 14Q: 3 clusters Score -5493324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5493376.500000 Penalty: 5261.798340
	Iteration 15Q: 3 clusters Score -5493376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5493433.500000 Penalty: 5261.798340
	Iteration 16Q: 3 clusters Score -5493434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5493467.500000 Penalty: 5261.798340
	Iteration 17Q: 3 clusters Score -5493468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5493501.000000 Penalty: 5261.798340
	Iteration 18Q: 3 clusters Score -5493501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5493533.000000 Penalty: 5261.798340
	Iteration 19Q: 3 clusters Score -5493533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5493559.500000 Penalty: 5261.798340
	Iteration 20F: 3 clusters Score -5493560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5493579.500000 Penalty: 5261.798340
	Iteration 21Q: 3 clusters Score -5493580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5493588.000000 Penalty: 5261.798340
	Iteration 22Q: 3 clusters Score -5493588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5493596.000000 Penalty: 5261.798340
	Iteration 23Q: 3 clusters Score -5493596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5493622.500000 Penalty: 5261.798340
	Iteration 24Q: 3 clusters Score -5493622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5493618.500000 Penalty: 5261.798340
	Iteration 25Q: 3 clusters Score -5493618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5493628.000000 Penalty: 5261.798340
	Iteration 26Q: 3 clusters Score -5493628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5493653.500000 Penalty: 5261.798340
	Iteration 27Q: 3 clusters Score -5493654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5493659.500000 Penalty: 5261.798340
	Iteration 28Q: 3 clusters Score -5493660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5493670.000000 Penalty: 5261.798340
	Iteration 29Q: 3 clusters Score -5493670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5493677.500000 Penalty: 5261.798340
	Iteration 30Q: 3 clusters Score -5493678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5493671.000000 Penalty: 5261.798340
	Iteration 31Q: 3 clusters Score -5493671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5493680.500000 Penalty: 5261.798340
	Iteration 32Q: 3 clusters Score -5493680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5493686.500000 Penalty: 5261.798340
	Iteration 33Q: 3 clusters Score -5493686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5493695.000000 Penalty: 5261.798340
	Iteration 34Q: 3 clusters Score -5493695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5493692.000000 Penalty: 5261.798340
	Iteration 35Q: 3 clusters Score -5493692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5493704.500000 Penalty: 5261.798340
	Iteration 36Q: 3 clusters Score -5493704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5493707.500000 Penalty: 5261.798340
	Iteration 37Q: 3 clusters Score -5493708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5493711.000000 Penalty: 5261.798340
	Iteration 38Q: 3 clusters Score -5493711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5493719.500000 Penalty: 5261.798340
	Iteration 39Q: 3 clusters Score -5493720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5493726.500000 Penalty: 5261.798340
	Iteration 40F: 3 clusters Score -5493726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5493734.000000 Penalty: 5261.798340
	Iteration 41Q: 3 clusters Score -5493734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5493741.500000 Penalty: 5261.798340
	Iteration 42Q: 3 clusters Score -5493742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5493731.000000 Penalty: 5261.798340
	Iteration 43Q: 3 clusters Score -5493731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5493739.000000 Penalty: 5261.798340
	Iteration 44Q: 3 clusters Score -5493739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5493731.500000 Penalty: 5261.798340
	Iteration 45Q: 3 clusters Score -5493732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5493735.000000 Penalty: 5261.798340
	Iteration 46Q: 3 clusters Score -5493735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5493730.500000 Penalty: 5261.798340
	Iteration 47Q: 3 clusters Score -5493730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5493737.500000 Penalty: 5261.798340
	Iteration 48Q: 3 clusters Score -5493738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5493740.500000 Penalty: 5261.798340
	Iteration 49Q: 3 clusters Score -5493740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5493747.000000 Penalty: 5261.798340
	Iteration 50Q: 3 clusters Score -5493747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5493751.500000 Penalty: 5261.798340
	Iteration 51Q: 3 clusters Score -5493752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5493756.000000 Penalty: 5261.798340
	Iteration 52Q: 3 clusters Score -5493756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5493761.500000 Penalty: 5261.798340
	Iteration 53Q: 3 clusters Score -5493762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5493761.500000 Penalty: 5261.798340
	Iteration 54Q: 3 clusters Score -5493762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5493762.500000 Penalty: 5261.798340
	Iteration 55Q: 3 clusters Score -5493762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5493759.000000 Penalty: 5261.798340
	Iteration 56Q: 3 clusters Score -5493759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5493762.500000 Penalty: 5261.798340
	Iteration 57Q: 3 clusters Score -5493762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5493769.500000 Penalty: 5261.798340
	Iteration 58Q: 3 clusters Score -5493770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5493774.500000 Penalty: 5261.798340
	Iteration 59Q: 3 clusters Score -5493774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5493779.500000 Penalty: 5261.798340
	Iteration 60F: 3 clusters Score -5493780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5493782.500000 Penalty: 5261.798340
	Iteration 61Q: 3 clusters Score -5493782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5493781.000000 Penalty: 5261.798340
	Iteration 62Q: 3 clusters Score -5493781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5493778.500000 Penalty: 5261.798340
	Iteration 63Q: 3 clusters Score -5493778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5493782.000000 Penalty: 5261.798340
	Iteration 64Q: 3 clusters Score -5493782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5493788.000000 Penalty: 5261.798340
	Iteration 65Q: 3 clusters Score -5493788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5493781.500000 Penalty: 5261.798340
	Iteration 66Q: 3 clusters Score -5493782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5493787.500000 Penalty: 5261.798340
	Iteration 67Q: 3 clusters Score -5493788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5493784.500000 Penalty: 5261.798340
	Iteration 68Q: 3 clusters Score -5493784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5493784.500000 Penalty: 5261.798340
	Iteration 69Q: 3 clusters Score -5493784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5493792.500000 Penalty: 5261.798340
	Iteration 70Q: 3 clusters Score -5493792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5493784.500000 Penalty: 5261.798340
	Iteration 71Q: 3 clusters Score -5493784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5493784.500000 Penalty: 5261.798340
	Iteration 72F: 3 clusters Score -5493784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Entering Unmasked Estep 
Score: -8504447.000000 Penalty: 2749.657471
	Iteration 0F: 2 clusters Score -8504447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8460808.000000 Penalty: 5499.314941
	Iteration 0F: 3 clusters Score -8460808 nChanged 30445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -8477919.000000 Penalty: 5499.314941
	Iteration 1F: 3 clusters Score -8477919 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8478548.000000 Penalty: 5499.314941
	Iteration 2Q: 3 clusters Score -8478548 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -8479127.000000 Penalty: 5499.314941
	Iteration 3Q: 3 clusters Score -8479127 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -8479714.000000 Penalty: 5499.314941
	Iteration 4Q: 3 clusters Score -8479714 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -8480234.000000 Penalty: 5499.314941
	Iteration 5Q: 3 clusters Score -8480234 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8480896.000000 Penalty: 5499.314941
	Iteration 6Q: 3 clusters Score -8480896 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8481552.000000 Penalty: 5499.314941
	Iteration 7Q: 3 clusters Score -8481552 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8482142.000000 Penalty: 5499.314941
	Iteration 8Q: 3 clusters Score -8482142 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -8482795.000000 Penalty: 5499.314941
	Iteration 9Q: 3 clusters Score -8482795 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -8483506.000000 Penalty: 5499.314941
	Iteration 10Q: 3 clusters Score -8483506 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -8484326.000000 Penalty: 5499.314941
	Iteration 11Q: 3 clusters Score -8484326 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8485479.000000 Penalty: 5499.314941
	Iteration 12Q: 3 clusters Score -8485479 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8487094.000000 Penalty: 5499.314941
	Iteration 13Q: 3 clusters Score -8487094 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -8489441.000000 Penalty: 5499.314941
	Iteration 14F: 3 clusters Score -8489441 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8492341.000000 Penalty: 5499.314941
	Iteration 15F: 3 clusters Score -8492341 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -8495437.000000 Penalty: 5499.314941
	Iteration 16F: 3 clusters Score -8495437 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8498297.000000 Penalty: 5499.314941
	Iteration 17F: 3 clusters Score -8498297 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -8500263.000000 Penalty: 5499.314941
	Iteration 18Q: 3 clusters Score -8500263 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -8501301.000000 Penalty: 5499.314941
	Iteration 19Q: 3 clusters Score -8501301 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -8501845.000000 Penalty: 5499.314941
	Iteration 20F: 3 clusters Score -8501845 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8502093.000000 Penalty: 5499.314941
	Iteration 21Q: 3 clusters Score -8502093 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -8502190.000000 Penalty: 5499.314941
	Iteration 22Q: 3 clusters Score -8502190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -8502246.000000 Penalty: 5499.314941
	Iteration 23Q: 3 clusters Score -8502246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -8502263.000000 Penalty: 5499.314941
	Iteration 24Q: 3 clusters Score -8502263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -8502281.000000 Penalty: 5499.314941
	Iteration 25Q: 3 clusters Score -8502281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -8502295.000000 Penalty: 5499.314941
	Iteration 26Q: 3 clusters Score -8502295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -8502299.000000 Penalty: 5499.314941
	Iteration 27Q: 3 clusters Score -8502299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -8502303.000000 Penalty: 5499.314941
	Iteration 28Q: 3 clusters Score -8502303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -8502307.000000 Penalty: 5499.314941
	Iteration 29Q: 3 clusters Score -8502307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -8502313.000000 Penalty: 5499.314941
	Iteration 30Q: 3 clusters Score -8502313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -8502314.000000 Penalty: 5499.314941
	Iteration 31Q: 3 clusters Score -8502314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8502310.000000 Penalty: 5499.314941
	Iteration 32Q: 3 clusters Score -8502310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -8502309.000000 Penalty: 5499.314941
	Iteration 33Q: 3 clusters Score -8502309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -8502312.000000 Penalty: 5499.314941
	Iteration 34Q: 3 clusters Score -8502312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -8502314.000000 Penalty: 5499.314941
	Iteration 35Q: 3 clusters Score -8502314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -8502320.000000 Penalty: 5499.314941
	Iteration 36Q: 3 clusters Score -8502320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -8502322.000000 Penalty: 5499.314941
	Iteration 37Q: 3 clusters Score -8502322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -8502329.000000 Penalty: 5499.314941
	Iteration 38Q: 3 clusters Score -8502329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8502333.000000 Penalty: 5499.314941
	Iteration 39Q: 3 clusters Score -8502333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8502332.000000 Penalty: 5499.314941
	Iteration 40F: 3 clusters Score -8502332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -8502332.000000 Penalty: 5499.314941
	Iteration 41Q: 3 clusters Score -8502332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -8502334.000000 Penalty: 5499.314941
	Iteration 42Q: 3 clusters Score -8502334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8502338.000000 Penalty: 5499.314941
	Iteration 43Q: 3 clusters Score -8502338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -8502336.000000 Penalty: 5499.314941
	Iteration 44Q: 3 clusters Score -8502336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8502342.000000 Penalty: 5499.314941
	Iteration 45Q: 3 clusters Score -8502342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8502343.000000 Penalty: 5499.314941
	Iteration 46Q: 3 clusters Score -8502343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8502343.000000 Penalty: 5499.314941
	Iteration 47F: 3 clusters Score -8502343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201419 members 
Entering Unmasked Estep 
Score: -27190062.000000 Penalty: 3028.859375
	Iteration 0F: 2 clusters Score -2.719006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
Score: -27079198.000000 Penalty: 6057.718750
	Iteration 0F: 3 clusters Score -2.70792e+07 nChanged 96904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -27135782.000000 Penalty: 6057.718750
	Iteration 1F: 3 clusters Score -2.713578e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -27137162.000000 Penalty: 6057.718750
	Iteration 2Q: 3 clusters Score -2.713716e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -27139328.000000 Penalty: 6057.718750
	Iteration 3Q: 3 clusters Score -2.713933e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -27142742.000000 Penalty: 6057.718750
	Iteration 4Q: 3 clusters Score -2.714274e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 125381 members 
Entering Unmasked Estep 
Score: -27148710.000000 Penalty: 6057.718750
	Iteration 5F: 3 clusters Score -2.714871e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -27158086.000000 Penalty: 6057.718750
	Iteration 6F: 3 clusters Score -2.715809e+07 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -27169726.000000 Penalty: 6057.718750
	Iteration 7F: 3 clusters Score -2.716973e+07 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -27180518.000000 Penalty: 6057.718750
	Iteration 8F: 3 clusters Score -2.718052e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -27187670.000000 Penalty: 6057.718750
	Iteration 9F: 3 clusters Score -2.718767e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -27191282.000000 Penalty: 6057.718750
	Iteration 10Q: 3 clusters Score -2.719128e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -27192828.000000 Penalty: 6057.718750
	Iteration 11Q: 3 clusters Score -2.719283e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 182087 members 
Entering Unmasked Estep 
Score: -27193196.000000 Penalty: 6057.718750
	Iteration 12Q: 3 clusters Score -2.71932e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 184786 members 
Entering Unmasked Estep 
Score: -27193012.000000 Penalty: 6057.718750
	Iteration 13Q: 3 clusters Score -2.719301e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -27192642.000000 Penalty: 6057.718750
	Iteration 14Q: 3 clusters Score -2.719264e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 188989 members 
Entering Unmasked Estep 
Score: -27192100.000000 Penalty: 6057.718750
	Iteration 15Q: 3 clusters Score -2.71921e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -27191924.000000 Penalty: 6057.718750
	Iteration 16Q: 3 clusters Score -2.719192e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 192168 members 
Entering Unmasked Estep 
Score: -27191538.000000 Penalty: 6057.718750
	Iteration 17Q: 3 clusters Score -2.719154e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 193482 members 
Entering Unmasked Estep 
Score: -27191252.000000 Penalty: 6057.718750
	Iteration 18Q: 3 clusters Score -2.719125e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 194638 members 
Entering Unmasked Estep 
Score: -27190988.000000 Penalty: 6057.718750
	Iteration 19Q: 3 clusters Score -2.719099e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -27190784.000000 Penalty: 6057.718750
	Iteration 20F: 3 clusters Score -2.719078e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 196357 members 
Entering Unmasked Estep 
Score: -27190516.000000 Penalty: 6057.718750
	Iteration 21Q: 3 clusters Score -2.719052e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 196943 members 
Entering Unmasked Estep 
Score: -27190356.000000 Penalty: 6057.718750
	Iteration 22Q: 3 clusters Score -2.719036e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 197417 members 
Entering Unmasked Estep 
Score: -27190152.000000 Penalty: 6057.718750
	Iteration 23Q: 3 clusters Score -2.719015e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 197770 members 
Entering Unmasked Estep 
Score: -27189956.000000 Penalty: 6057.718750
	Iteration 24Q: 3 clusters Score -2.718996e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -27189812.000000 Penalty: 6057.718750
	Iteration 25Q: 3 clusters Score -2.718981e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 198349 members 
Entering Unmasked Estep 
Score: -27189654.000000 Penalty: 6057.718750
	Iteration 26Q: 3 clusters Score -2.718965e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 198552 members 
Entering Unmasked Estep 
Score: -27189610.000000 Penalty: 6057.718750
	Iteration 27Q: 3 clusters Score -2.718961e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 198718 members 
Entering Unmasked Estep 
Score: -27189548.000000 Penalty: 6057.718750
	Iteration 28Q: 3 clusters Score -2.718955e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 198863 members 
Entering Unmasked Estep 
Score: -27189426.000000 Penalty: 6057.718750
	Iteration 29Q: 3 clusters Score -2.718943e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 198990 members 
Entering Unmasked Estep 
Score: -27189422.000000 Penalty: 6057.718750
	Iteration 30Q: 3 clusters Score -2.718942e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 199089 members 
Entering Unmasked Estep 
Score: -27189334.000000 Penalty: 6057.718750
	Iteration 31Q: 3 clusters Score -2.718933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 199169 members 
Entering Unmasked Estep 
Score: -27189274.000000 Penalty: 6057.718750
	Iteration 32Q: 3 clusters Score -2.718927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 199243 members 
Entering Unmasked Estep 
Score: -27189230.000000 Penalty: 6057.718750
	Iteration 33Q: 3 clusters Score -2.718923e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 199320 members 
Entering Unmasked Estep 
Score: -27189236.000000 Penalty: 6057.718750
	Iteration 34Q: 3 clusters Score -2.718924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 199389 members 
Entering Unmasked Estep 
Score: -27189220.000000 Penalty: 6057.718750
	Iteration 35Q: 3 clusters Score -2.718922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -27189164.000000 Penalty: 6057.718750
	Iteration 36Q: 3 clusters Score -2.718916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 199489 members 
Entering Unmasked Estep 
Score: -27189150.000000 Penalty: 6057.718750
	Iteration 37Q: 3 clusters Score -2.718915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 199525 members 
Entering Unmasked Estep 
Score: -27189126.000000 Penalty: 6057.718750
	Iteration 38Q: 3 clusters Score -2.718913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 199550 members 
Entering Unmasked Estep 
Score: -27189068.000000 Penalty: 6057.718750
	Iteration 39Q: 3 clusters Score -2.718907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -27189052.000000 Penalty: 6057.718750
	Iteration 40F: 3 clusters Score -2.718905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 199594 members 
Entering Unmasked Estep 
Score: -27189008.000000 Penalty: 6057.718750
	Iteration 41Q: 3 clusters Score -2.718901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 199610 members 
Entering Unmasked Estep 
Score: -27188988.000000 Penalty: 6057.718750
	Iteration 42Q: 3 clusters Score -2.718899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 199619 members 
Entering Unmasked Estep 
Score: -27188990.000000 Penalty: 6057.718750
	Iteration 43Q: 3 clusters Score -2.718899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 199625 members 
Entering Unmasked Estep 
Score: -27188992.000000 Penalty: 6057.718750
	Iteration 44Q: 3 clusters Score -2.718899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -27188998.000000 Penalty: 6057.718750
	Iteration 45Q: 3 clusters Score -2.7189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 199636 members 
Entering Unmasked Estep 
Score: -27188986.000000 Penalty: 6057.718750
	Iteration 46Q: 3 clusters Score -2.718899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 199644 members 
Entering Unmasked Estep 
Score: -27188982.000000 Penalty: 6057.718750
	Iteration 47Q: 3 clusters Score -2.718898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 199653 members 
Entering Unmasked Estep 
Score: -27188954.000000 Penalty: 6057.718750
	Iteration 48Q: 3 clusters Score -2.718895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 199661 members 
Entering Unmasked Estep 
Score: -27188956.000000 Penalty: 6057.718750
	Iteration 49Q: 3 clusters Score -2.718896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 199665 members 
Entering Unmasked Estep 
Score: -27188960.000000 Penalty: 6057.718750
	Iteration 50Q: 3 clusters Score -2.718896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 199668 members 
Entering Unmasked Estep 
Score: -27188954.000000 Penalty: 6057.718750
	Iteration 51Q: 3 clusters Score -2.718895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 199669 members 
Entering Unmasked Estep 
Score: -27188948.000000 Penalty: 6057.718750
	Iteration 52Q: 3 clusters Score -2.718895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 199669 members 
Entering Unmasked Estep 
Score: -27188948.000000 Penalty: 6057.718750
	Iteration 53F: 3 clusters Score -2.718895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Entering Unmasked Estep 
Score: -1864797.625000 Penalty: 2372.919678
	Iteration 0F: 2 clusters Score -1864798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1854297.250000 Penalty: 4745.839355
	Iteration 0F: 3 clusters Score -1854297 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1857549.500000 Penalty: 4745.839355
	Iteration 1F: 3 clusters Score -1857550 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1857907.000000 Penalty: 4745.839355
	Iteration 2F: 3 clusters Score -1857907 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1858179.375000 Penalty: 4745.839355
	Iteration 3F: 3 clusters Score -1858179 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1858410.375000 Penalty: 4745.839355
	Iteration 4Q: 3 clusters Score -1858410 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1858655.750000 Penalty: 4745.839355
	Iteration 5Q: 3 clusters Score -1858656 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1858925.250000 Penalty: 4745.839355
	Iteration 6Q: 3 clusters Score -1858925 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1859204.500000 Penalty: 4745.839355
	Iteration 7Q: 3 clusters Score -1859204 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1859569.250000 Penalty: 4745.839355
	Iteration 8Q: 3 clusters Score -1859569 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1860025.000000 Penalty: 4745.839355
	Iteration 9Q: 3 clusters Score -1860025 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1860547.375000 Penalty: 4745.839355
	Iteration 10F: 3 clusters Score -1860547 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1861104.500000 Penalty: 4745.839355
	Iteration 11Q: 3 clusters Score -1861104 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1861626.250000 Penalty: 4745.839355
	Iteration 12Q: 3 clusters Score -1861626 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1862018.750000 Penalty: 4745.839355
	Iteration 13Q: 3 clusters Score -1862019 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1862290.875000 Penalty: 4745.839355
	Iteration 14Q: 3 clusters Score -1862291 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1862452.375000 Penalty: 4745.839355
	Iteration 15Q: 3 clusters Score -1862452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1862563.125000 Penalty: 4745.839355
	Iteration 16Q: 3 clusters Score -1862563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1862600.250000 Penalty: 4745.839355
	Iteration 17Q: 3 clusters Score -1862600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1862626.125000 Penalty: 4745.839355
	Iteration 18Q: 3 clusters Score -1862626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1862642.125000 Penalty: 4745.839355
	Iteration 19Q: 3 clusters Score -1862642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1862656.750000 Penalty: 4745.839355
	Iteration 20F: 3 clusters Score -1862657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1862670.000000 Penalty: 4745.839355
	Iteration 21Q: 3 clusters Score -1862670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1862677.250000 Penalty: 4745.839355
	Iteration 22Q: 3 clusters Score -1862677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1862684.875000 Penalty: 4745.839355
	Iteration 23Q: 3 clusters Score -1862685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1862692.500000 Penalty: 4745.839355
	Iteration 24Q: 3 clusters Score -1862692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1862696.000000 Penalty: 4745.839355
	Iteration 25Q: 3 clusters Score -1862696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1862696.125000 Penalty: 4745.839355
	Iteration 26Q: 3 clusters Score -1862696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1862697.625000 Penalty: 4745.839355
	Iteration 27Q: 3 clusters Score -1862698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1862697.625000 Penalty: 4745.839355
	Iteration 28F: 3 clusters Score -1862698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234991 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158953 members 
Mstep: Class 9 contains 189338 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 38966 members 
Mstep: Class 12 contains 162405 members 
Mstep: Class 13 contains 126341 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119498 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201419 members 
Mstep: Class 21 contains 14303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 239Q: 21 clusters Score -1.80326e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234986 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158955 members 
Mstep: Class 9 contains 189337 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39000 members 
Mstep: Class 12 contains 162395 members 
Mstep: Class 13 contains 126336 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119494 members 
Mstep: Class 18 contains 40477 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201412 members 
Mstep: Class 21 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 240F: 21 clusters Score -1.803259e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234987 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158955 members 
Mstep: Class 9 contains 189334 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39033 members 
Mstep: Class 12 contains 162388 members 
Mstep: Class 13 contains 126329 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119488 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65340 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325840.000000 Penalty: 70089.187500
Iteration 241Q: 21 clusters Score -1.803258e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234981 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158957 members 
Mstep: Class 9 contains 189333 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39058 members 
Mstep: Class 12 contains 162380 members 
Mstep: Class 13 contains 126331 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119482 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65341 members 
Mstep: Class 20 contains 201407 members 
Mstep: Class 21 contains 14285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325776.000000 Penalty: 70089.187500
Iteration 242Q: 21 clusters Score -1.803258e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234979 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158963 members 
Mstep: Class 9 contains 189334 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39080 members 
Mstep: Class 12 contains 162365 members 
Mstep: Class 13 contains 126333 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119477 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325856.000000 Penalty: 70089.187500
Iteration 243Q: 21 clusters Score -1.803259e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234966 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158971 members 
Mstep: Class 9 contains 189338 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39102 members 
Mstep: Class 12 contains 162353 members 
Mstep: Class 13 contains 126336 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119470 members 
Mstep: Class 18 contains 40476 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201409 members 
Mstep: Class 21 contains 14271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 244Q: 21 clusters Score -1.803259e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234953 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158980 members 
Mstep: Class 9 contains 189343 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39119 members 
Mstep: Class 12 contains 162346 members 
Mstep: Class 13 contains 126331 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119465 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201412 members 
Mstep: Class 21 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 245Q: 21 clusters Score -1.80326e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234939 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158986 members 
Mstep: Class 9 contains 189351 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39139 members 
Mstep: Class 12 contains 162340 members 
Mstep: Class 13 contains 126329 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119458 members 
Mstep: Class 18 contains 40474 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201411 members 
Mstep: Class 21 contains 14264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 246Q: 21 clusters Score -1.80326e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234923 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158990 members 
Mstep: Class 9 contains 189360 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39156 members 
Mstep: Class 12 contains 162339 members 
Mstep: Class 13 contains 126331 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119450 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 65340 members 
Mstep: Class 20 contains 201406 members 
Mstep: Class 21 contains 14258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325920.000000 Penalty: 70089.187500
Iteration 247Q: 21 clusters Score -1.803259e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234914 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 158996 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39179 members 
Mstep: Class 12 contains 162325 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119443 members 
Mstep: Class 18 contains 40474 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201401 members 
Mstep: Class 21 contains 14256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 248Q: 21 clusters Score -1.803259e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234914 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159002 members 
Mstep: Class 9 contains 189372 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39199 members 
Mstep: Class 12 contains 162313 members 
Mstep: Class 13 contains 126336 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119436 members 
Mstep: Class 18 contains 40473 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201392 members 
Mstep: Class 21 contains 14254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 249Q: 21 clusters Score -1.80326e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234918 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159008 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39219 members 
Mstep: Class 12 contains 162302 members 
Mstep: Class 13 contains 126337 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119430 members 
Mstep: Class 18 contains 40472 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201393 members 
Mstep: Class 21 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 250Q: 21 clusters Score -1.803259e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234915 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159012 members 
Mstep: Class 9 contains 189364 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39238 members 
Mstep: Class 12 contains 162293 members 
Mstep: Class 13 contains 126337 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119429 members 
Mstep: Class 18 contains 40472 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201389 members 
Mstep: Class 21 contains 14241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 251Q: 21 clusters Score -1.803259e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234914 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159018 members 
Mstep: Class 9 contains 189364 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39261 members 
Mstep: Class 12 contains 162283 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119429 members 
Mstep: Class 18 contains 40472 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201387 members 
Mstep: Class 21 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 252Q: 21 clusters Score -1.803259e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234906 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159024 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39279 members 
Mstep: Class 12 contains 162281 members 
Mstep: Class 13 contains 126331 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119428 members 
Mstep: Class 18 contains 40471 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201383 members 
Mstep: Class 21 contains 14221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 253Q: 21 clusters Score -1.80326e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234896 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159030 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39291 members 
Mstep: Class 12 contains 162279 members 
Mstep: Class 13 contains 126332 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119428 members 
Mstep: Class 18 contains 40471 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 14218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325840.000000 Penalty: 70089.187500
Iteration 254Q: 21 clusters Score -1.803258e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234891 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159040 members 
Mstep: Class 9 contains 189363 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39300 members 
Mstep: Class 12 contains 162279 members 
Mstep: Class 13 contains 126333 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119426 members 
Mstep: Class 18 contains 40470 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201376 members 
Mstep: Class 21 contains 14216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325824.000000 Penalty: 70089.187500
Iteration 255Q: 21 clusters Score -1.803258e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234881 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189366 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39312 members 
Mstep: Class 12 contains 162274 members 
Mstep: Class 13 contains 126332 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119424 members 
Mstep: Class 18 contains 40468 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201379 members 
Mstep: Class 21 contains 14211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 256Q: 21 clusters Score -1.803259e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234868 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159050 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39322 members 
Mstep: Class 12 contains 162274 members 
Mstep: Class 13 contains 126335 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119422 members 
Mstep: Class 18 contains 40467 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201384 members 
Mstep: Class 21 contains 14206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 257Q: 21 clusters Score -1.80326e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234867 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159058 members 
Mstep: Class 9 contains 189366 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39323 members 
Mstep: Class 12 contains 162275 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119423 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201376 members 
Mstep: Class 21 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325888.000000 Penalty: 70089.187500
Iteration 258Q: 21 clusters Score -1.803259e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234867 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159062 members 
Mstep: Class 9 contains 189365 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39341 members 
Mstep: Class 12 contains 162264 members 
Mstep: Class 13 contains 126337 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119421 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201375 members 
Mstep: Class 21 contains 14201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 259Q: 21 clusters Score -1.803259e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234855 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159063 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39359 members 
Mstep: Class 12 contains 162255 members 
Mstep: Class 13 contains 126342 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119421 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201371 members 
Mstep: Class 21 contains 14201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 260F: 21 clusters Score -1.80326e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234848 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159066 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39371 members 
Mstep: Class 12 contains 162247 members 
Mstep: Class 13 contains 126343 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119419 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65330 members 
Mstep: Class 20 contains 201371 members 
Mstep: Class 21 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 261Q: 21 clusters Score -1.80326e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234839 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159068 members 
Mstep: Class 9 contains 189377 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39389 members 
Mstep: Class 12 contains 162240 members 
Mstep: Class 13 contains 126345 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119417 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65330 members 
Mstep: Class 20 contains 201370 members 
Mstep: Class 21 contains 14192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 262Q: 21 clusters Score -1.80326e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234826 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159075 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39411 members 
Mstep: Class 12 contains 162237 members 
Mstep: Class 13 contains 126346 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119415 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65330 members 
Mstep: Class 20 contains 201369 members 
Mstep: Class 21 contains 14177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 263Q: 21 clusters Score -1.80326e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234823 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159078 members 
Mstep: Class 9 contains 189377 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39425 members 
Mstep: Class 12 contains 162241 members 
Mstep: Class 13 contains 126348 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119411 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 65330 members 
Mstep: Class 20 contains 201369 members 
Mstep: Class 21 contains 14170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 264Q: 21 clusters Score -1.80326e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234813 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39436 members 
Mstep: Class 12 contains 162238 members 
Mstep: Class 13 contains 126351 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201370 members 
Mstep: Class 21 contains 14162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 265Q: 21 clusters Score -1.803261e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234805 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39444 members 
Mstep: Class 12 contains 162229 members 
Mstep: Class 13 contains 126357 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119414 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201370 members 
Mstep: Class 21 contains 14157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 266Q: 21 clusters Score -1.80326e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234794 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159093 members 
Mstep: Class 9 contains 189377 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39455 members 
Mstep: Class 12 contains 162226 members 
Mstep: Class 13 contains 126360 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119416 members 
Mstep: Class 18 contains 40454 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201367 members 
Mstep: Class 21 contains 14147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 267Q: 21 clusters Score -1.80326e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234792 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 189379 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39474 members 
Mstep: Class 12 contains 162223 members 
Mstep: Class 13 contains 126360 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 119418 members 
Mstep: Class 18 contains 40454 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201362 members 
Mstep: Class 21 contains 14136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 268Q: 21 clusters Score -1.80326e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234787 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39495 members 
Mstep: Class 12 contains 162219 members 
Mstep: Class 13 contains 126364 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119420 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201355 members 
Mstep: Class 21 contains 14126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 269Q: 21 clusters Score -1.803261e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234782 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189379 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39507 members 
Mstep: Class 12 contains 162218 members 
Mstep: Class 13 contains 126364 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119419 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201354 members 
Mstep: Class 21 contains 14119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 270Q: 21 clusters Score -1.803261e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234778 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159085 members 
Mstep: Class 9 contains 189377 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39518 members 
Mstep: Class 12 contains 162208 members 
Mstep: Class 13 contains 126373 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119422 members 
Mstep: Class 18 contains 40459 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201361 members 
Mstep: Class 21 contains 14109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 271Q: 21 clusters Score -1.803261e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234771 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159084 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39533 members 
Mstep: Class 12 contains 162204 members 
Mstep: Class 13 contains 126377 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119414 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201359 members 
Mstep: Class 21 contains 14105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325920.000000 Penalty: 70089.187500
Iteration 272Q: 21 clusters Score -1.803259e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234769 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39546 members 
Mstep: Class 12 contains 162205 members 
Mstep: Class 13 contains 126377 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119412 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201357 members 
Mstep: Class 21 contains 14097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 273Q: 21 clusters Score -1.803259e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234763 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 189386 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39565 members 
Mstep: Class 12 contains 162205 members 
Mstep: Class 13 contains 126376 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201349 members 
Mstep: Class 21 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 274Q: 21 clusters Score -1.803259e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234752 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189388 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39597 members 
Mstep: Class 12 contains 162197 members 
Mstep: Class 13 contains 126386 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65340 members 
Mstep: Class 20 contains 201342 members 
Mstep: Class 21 contains 14066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325856.000000 Penalty: 70089.187500
Iteration 275Q: 21 clusters Score -1.803259e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234755 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189385 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39621 members 
Mstep: Class 12 contains 162190 members 
Mstep: Class 13 contains 126389 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201334 members 
Mstep: Class 21 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 276Q: 21 clusters Score -1.80326e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234757 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159087 members 
Mstep: Class 9 contains 189386 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39643 members 
Mstep: Class 12 contains 162184 members 
Mstep: Class 13 contains 126388 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201334 members 
Mstep: Class 21 contains 14036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325904.000000 Penalty: 70089.187500
Iteration 277Q: 21 clusters Score -1.803259e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39669 members 
Mstep: Class 12 contains 162178 members 
Mstep: Class 13 contains 126388 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 119409 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201335 members 
Mstep: Class 21 contains 14019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325680.000000 Penalty: 70089.187500
Iteration 278Q: 21 clusters Score -1.803257e+08 nChanged 99
Entering ConstructFrom: 
Score: -180325680.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 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 241 members 
Entering Unmasked Estep 
Score: -54812.191406 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54812.19 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55143.031250 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55143.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55323.636719 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55323.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55416.945312 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55416.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55528.519531 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -55528.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55619.839844 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55619.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55663.363281 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55663.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55709.375000 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55709.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -55752.042969 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55752.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -55768.523438 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55768.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -55786.519531 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55786.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -55850.316406 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -55850.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55873.058594 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -55873.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55896.667969 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -55896.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -55918.109375 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -55918.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -55924.316406 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -55924.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -55924.316406 Penalty: 3079.460693
	Iteration 16F: 3 clusters Score -55924.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234751 members 
Entering Unmasked Estep 
Score: -31401420.000000 Penalty: 3066.837646
	Iteration 0F: 2 clusters Score -3.140142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -31254558.000000 Penalty: 6133.675293
	Iteration 0F: 3 clusters Score -3.125456e+07 nChanged 113646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -31322922.000000 Penalty: 6133.675293
	Iteration 1F: 3 clusters Score -3.132292e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 132602 members 
Entering Unmasked Estep 
Score: -31325408.000000 Penalty: 6133.675293
	Iteration 2Q: 3 clusters Score -3.132541e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -31329578.000000 Penalty: 6133.675293
	Iteration 3Q: 3 clusters Score -3.132958e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -31337538.000000 Penalty: 6133.675293
	Iteration 4F: 3 clusters Score -3.133754e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 169428 members 
Entering Unmasked Estep 
Score: -31351304.000000 Penalty: 6133.675293
	Iteration 5F: 3 clusters Score -3.13513e+07 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 187320 members 
Entering Unmasked Estep 
Score: -31366430.000000 Penalty: 6133.675293
	Iteration 6F: 3 clusters Score -3.136643e+07 nChanged 14589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 201447 members 
Entering Unmasked Estep 
Score: -31377942.000000 Penalty: 6133.675293
	Iteration 7F: 3 clusters Score -3.137794e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 210617 members 
Entering Unmasked Estep 
Score: -31384744.000000 Penalty: 6133.675293
	Iteration 8Q: 3 clusters Score -3.138474e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 216315 members 
Entering Unmasked Estep 
Score: -31388492.000000 Penalty: 6133.675293
	Iteration 9Q: 3 clusters Score -3.138849e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 220120 members 
Entering Unmasked Estep 
Score: -31390946.000000 Penalty: 6133.675293
	Iteration 10Q: 3 clusters Score -3.139095e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 222827 members 
Entering Unmasked Estep 
Score: -31392254.000000 Penalty: 6133.675293
	Iteration 11Q: 3 clusters Score -3.139225e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 224896 members 
Entering Unmasked Estep 
Score: -31393420.000000 Penalty: 6133.675293
	Iteration 12Q: 3 clusters Score -3.139342e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 226463 members 
Entering Unmasked Estep 
Score: -31394460.000000 Penalty: 6133.675293
	Iteration 13Q: 3 clusters Score -3.139446e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 227774 members 
Entering Unmasked Estep 
Score: -31395344.000000 Penalty: 6133.675293
	Iteration 14Q: 3 clusters Score -3.139534e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 228837 members 
Entering Unmasked Estep 
Score: -31396016.000000 Penalty: 6133.675293
	Iteration 15Q: 3 clusters Score -3.139602e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 229659 members 
Entering Unmasked Estep 
Score: -31396476.000000 Penalty: 6133.675293
	Iteration 16Q: 3 clusters Score -3.139648e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -31396858.000000 Penalty: 6133.675293
	Iteration 17Q: 3 clusters Score -3.139686e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 230854 members 
Entering Unmasked Estep 
Score: -31397238.000000 Penalty: 6133.675293
	Iteration 18Q: 3 clusters Score -3.139724e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 231283 members 
Entering Unmasked Estep 
Score: -31397510.000000 Penalty: 6133.675293
	Iteration 19Q: 3 clusters Score -3.139751e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 231611 members 
Entering Unmasked Estep 
Score: -31397656.000000 Penalty: 6133.675293
	Iteration 20F: 3 clusters Score -3.139766e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 231899 members 
Entering Unmasked Estep 
Score: -31397776.000000 Penalty: 6133.675293
	Iteration 21Q: 3 clusters Score -3.139778e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 232128 members 
Entering Unmasked Estep 
Score: -31397882.000000 Penalty: 6133.675293
	Iteration 22Q: 3 clusters Score -3.139788e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 232313 members 
Entering Unmasked Estep 
Score: -31397994.000000 Penalty: 6133.675293
	Iteration 23Q: 3 clusters Score -3.139799e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 232459 members 
Entering Unmasked Estep 
Score: -31398104.000000 Penalty: 6133.675293
	Iteration 24Q: 3 clusters Score -3.13981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 232591 members 
Entering Unmasked Estep 
Score: -31398152.000000 Penalty: 6133.675293
	Iteration 25Q: 3 clusters Score -3.139815e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 232696 members 
Entering Unmasked Estep 
Score: -31398238.000000 Penalty: 6133.675293
	Iteration 26Q: 3 clusters Score -3.139824e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 232788 members 
Entering Unmasked Estep 
Score: -31398252.000000 Penalty: 6133.675293
	Iteration 27Q: 3 clusters Score -3.139825e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 232854 members 
Entering Unmasked Estep 
Score: -31398290.000000 Penalty: 6133.675293
	Iteration 28Q: 3 clusters Score -3.139829e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 232894 members 
Entering Unmasked Estep 
Score: -31398332.000000 Penalty: 6133.675293
	Iteration 29Q: 3 clusters Score -3.139833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 232931 members 
Entering Unmasked Estep 
Score: -31398358.000000 Penalty: 6133.675293
	Iteration 30Q: 3 clusters Score -3.139836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 232966 members 
Entering Unmasked Estep 
Score: -31398372.000000 Penalty: 6133.675293
	Iteration 31Q: 3 clusters Score -3.139837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 232995 members 
Entering Unmasked Estep 
Score: -31398390.000000 Penalty: 6133.675293
	Iteration 32Q: 3 clusters Score -3.139839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 233022 members 
Entering Unmasked Estep 
Score: -31398430.000000 Penalty: 6133.675293
	Iteration 33Q: 3 clusters Score -3.139843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 233039 members 
Entering Unmasked Estep 
Score: -31398430.000000 Penalty: 6133.675293
	Iteration 34Q: 3 clusters Score -3.139843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 233052 members 
Entering Unmasked Estep 
Score: -31398428.000000 Penalty: 6133.675293
	Iteration 35Q: 3 clusters Score -3.139843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 233066 members 
Entering Unmasked Estep 
Score: -31398464.000000 Penalty: 6133.675293
	Iteration 36Q: 3 clusters Score -3.139846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 233081 members 
Entering Unmasked Estep 
Score: -31398486.000000 Penalty: 6133.675293
	Iteration 37Q: 3 clusters Score -3.139849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 233101 members 
Entering Unmasked Estep 
Score: -31398484.000000 Penalty: 6133.675293
	Iteration 38Q: 3 clusters Score -3.139848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 233121 members 
Entering Unmasked Estep 
Score: -31398496.000000 Penalty: 6133.675293
	Iteration 39Q: 3 clusters Score -3.13985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 233135 members 
Entering Unmasked Estep 
Score: -31398506.000000 Penalty: 6133.675293
	Iteration 40F: 3 clusters Score -3.139851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 233149 members 
Entering Unmasked Estep 
Score: -31398506.000000 Penalty: 6133.675293
	Iteration 41Q: 3 clusters Score -3.139851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 233169 members 
Entering Unmasked Estep 
Score: -31398518.000000 Penalty: 6133.675293
	Iteration 42Q: 3 clusters Score -3.139852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 233196 members 
Entering Unmasked Estep 
Score: -31398530.000000 Penalty: 6133.675293
	Iteration 43Q: 3 clusters Score -3.139853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 233210 members 
Entering Unmasked Estep 
Score: -31398516.000000 Penalty: 6133.675293
	Iteration 44Q: 3 clusters Score -3.139852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 233224 members 
Entering Unmasked Estep 
Score: -31398534.000000 Penalty: 6133.675293
	Iteration 45Q: 3 clusters Score -3.139853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 233239 members 
Entering Unmasked Estep 
Score: -31398530.000000 Penalty: 6133.675293
	Iteration 46Q: 3 clusters Score -3.139853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 233250 members 
Entering Unmasked Estep 
Score: -31398530.000000 Penalty: 6133.675293
	Iteration 47Q: 3 clusters Score -3.139853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 233260 members 
Entering Unmasked Estep 
Score: -31398516.000000 Penalty: 6133.675293
	Iteration 48Q: 3 clusters Score -3.139852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 233270 members 
Entering Unmasked Estep 
Score: -31398526.000000 Penalty: 6133.675293
	Iteration 49Q: 3 clusters Score -3.139853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 233279 members 
Entering Unmasked Estep 
Score: -31398518.000000 Penalty: 6133.675293
	Iteration 50Q: 3 clusters Score -3.139852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 233287 members 
Entering Unmasked Estep 
Score: -31398534.000000 Penalty: 6133.675293
	Iteration 51Q: 3 clusters Score -3.139853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 233292 members 
Entering Unmasked Estep 
Score: -31398546.000000 Penalty: 6133.675293
	Iteration 52Q: 3 clusters Score -3.139855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 233298 members 
Entering Unmasked Estep 
Score: -31398542.000000 Penalty: 6133.675293
	Iteration 53Q: 3 clusters Score -3.139854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 233305 members 
Entering Unmasked Estep 
Score: -31398544.000000 Penalty: 6133.675293
	Iteration 54Q: 3 clusters Score -3.139854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 233318 members 
Entering Unmasked Estep 
Score: -31398532.000000 Penalty: 6133.675293
	Iteration 55Q: 3 clusters Score -3.139853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 233322 members 
Entering Unmasked Estep 
Score: -31398554.000000 Penalty: 6133.675293
	Iteration 56Q: 3 clusters Score -3.139855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 233326 members 
Entering Unmasked Estep 
Score: -31398558.000000 Penalty: 6133.675293
	Iteration 57Q: 3 clusters Score -3.139856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 233328 members 
Entering Unmasked Estep 
Score: -31398562.000000 Penalty: 6133.675293
	Iteration 58Q: 3 clusters Score -3.139856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 233331 members 
Entering Unmasked Estep 
Score: -31398564.000000 Penalty: 6133.675293
	Iteration 59Q: 3 clusters Score -3.139856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 233330 members 
Entering Unmasked Estep 
Score: -31398568.000000 Penalty: 6133.675293
	Iteration 60F: 3 clusters Score -3.139857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 233335 members 
Entering Unmasked Estep 
Score: -31398576.000000 Penalty: 6133.675293
	Iteration 61Q: 3 clusters Score -3.139858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 233341 members 
Entering Unmasked Estep 
Score: -31398580.000000 Penalty: 6133.675293
	Iteration 62Q: 3 clusters Score -3.139858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 233344 members 
Entering Unmasked Estep 
Score: -31398596.000000 Penalty: 6133.675293
	Iteration 63Q: 3 clusters Score -3.13986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 233344 members 
Entering Unmasked Estep 
Score: -31398584.000000 Penalty: 6133.675293
	Iteration 64Q: 3 clusters Score -3.139858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 233344 members 
Entering Unmasked Estep 
Score: -31398586.000000 Penalty: 6133.675293
	Iteration 65Q: 3 clusters Score -3.139859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 233347 members 
Entering Unmasked Estep 
Score: -31398596.000000 Penalty: 6133.675293
	Iteration 66Q: 3 clusters Score -3.13986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 233351 members 
Entering Unmasked Estep 
Score: -31398582.000000 Penalty: 6133.675293
	Iteration 67Q: 3 clusters Score -3.139858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 233354 members 
Entering Unmasked Estep 
Score: -31398582.000000 Penalty: 6133.675293
	Iteration 68Q: 3 clusters Score -3.139858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 233354 members 
Entering Unmasked Estep 
Score: -31398580.000000 Penalty: 6133.675293
	Iteration 69Q: 3 clusters Score -3.139858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 233355 members 
Entering Unmasked Estep 
Score: -31398582.000000 Penalty: 6133.675293
	Iteration 70Q: 3 clusters Score -3.139858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 233356 members 
Entering Unmasked Estep 
Score: -31398580.000000 Penalty: 6133.675293
	Iteration 71Q: 3 clusters Score -3.139858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 233356 members 
Entering Unmasked Estep 
Score: -31398580.000000 Penalty: 6133.675293
	Iteration 72F: 3 clusters Score -3.139858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 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 314 members 
Entering Unmasked Estep 
Score: -70219.890625 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70219.89 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70515.585938 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70515.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70639.453125 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70639.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70732.242188 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -70732.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70783.992188 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -70783.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70798.921875 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -70798.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70804.875000 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -70804.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70804.875000 Penalty: 3163.699219
	Iteration 7F: 3 clusters Score -70804.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -184433.656250 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -184433.7 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 721 members 
Entering Unmasked Estep 
Score: -182165.328125 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -182165.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182575.796875 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -182575.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -182737.718750 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -182737.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -182810.375000 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -182810.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -182855.703125 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -182855.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182882.625000 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -182882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182894.140625 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -182894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182904.031250 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -182904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182912.093750 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -182912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -182916.765625 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -182916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -182919.953125 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -182920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182921.140625 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -182921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182921.140625 Penalty: 3617.336914
	Iteration 12F: 3 clusters Score -182921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104626.132812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102777.765625 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102777.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103103.101562 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103103.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103285.695312 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -103285.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103428.757812 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -103428.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103615.492188 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -103615.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103842.054688 Penalty: 3353.165527
	Iteration 5F: 3 clusters Score -103842.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104182.375000 Penalty: 3353.165527
	Iteration 6F: 3 clusters Score -104182.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104579.242188 Penalty: 3353.165527
	Iteration 7F: 3 clusters Score -104579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104691.335938 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -104691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104708.468750 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -104708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104711.765625 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -104711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104713.601562 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -104713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104714.882812 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -104714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104717.585938 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -104717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104717.585938 Penalty: 3353.165527
	Iteration 14F: 3 clusters Score -104717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234751 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159085 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 162170 members 
Mstep: Class 13 contains 126393 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201326 members 
Mstep: Class 21 contains 14006 members 
Entering Unmasked Estep 
Score: -180324432.000000 Penalty: 73593.648438
Splitting cluster 5 changes total score from -180325680.000000 to -180324432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -527828.500000 Penalty: 2065.575684
	Iteration 0F: 2 clusters Score -527828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -523811.375000 Penalty: 4131.151367
	Iteration 0F: 3 clusters Score -523811.4 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -524741.437500 Penalty: 4131.151367
	Iteration 1F: 3 clusters Score -524741.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -525024.437500 Penalty: 4131.151367
	Iteration 2F: 3 clusters Score -525024.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -525202.437500 Penalty: 4131.151367
	Iteration 3F: 3 clusters Score -525202.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -525344.250000 Penalty: 4131.151367
	Iteration 4Q: 3 clusters Score -525344.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -525470.000000 Penalty: 4131.151367
	Iteration 5Q: 3 clusters Score -525470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -525602.625000 Penalty: 4131.151367
	Iteration 6Q: 3 clusters Score -525602.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -525711.875000 Penalty: 4131.151367
	Iteration 7Q: 3 clusters Score -525711.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -525799.687500 Penalty: 4131.151367
	Iteration 8Q: 3 clusters Score -525799.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -525865.937500 Penalty: 4131.151367
	Iteration 9Q: 3 clusters Score -525865.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -525916.562500 Penalty: 4131.151367
	Iteration 10Q: 3 clusters Score -525916.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -525965.500000 Penalty: 4131.151367
	Iteration 11Q: 3 clusters Score -525965.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -525996.562500 Penalty: 4131.151367
	Iteration 12Q: 3 clusters Score -525996.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -526021.500000 Penalty: 4131.151367
	Iteration 13Q: 3 clusters Score -526021.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -526045.687500 Penalty: 4131.151367
	Iteration 14Q: 3 clusters Score -526045.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -526073.250000 Penalty: 4131.151367
	Iteration 15Q: 3 clusters Score -526073.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -526104.312500 Penalty: 4131.151367
	Iteration 16Q: 3 clusters Score -526104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -526130.750000 Penalty: 4131.151367
	Iteration 17Q: 3 clusters Score -526130.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -526164.625000 Penalty: 4131.151367
	Iteration 18Q: 3 clusters Score -526164.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -526190.500000 Penalty: 4131.151367
	Iteration 19Q: 3 clusters Score -526190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -526203.062500 Penalty: 4131.151367
	Iteration 20F: 3 clusters Score -526203.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -526213.187500 Penalty: 4131.151367
	Iteration 21Q: 3 clusters Score -526213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -526226.312500 Penalty: 4131.151367
	Iteration 22Q: 3 clusters Score -526226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -526232.625000 Penalty: 4131.151367
	Iteration 23Q: 3 clusters Score -526232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -526243.375000 Penalty: 4131.151367
	Iteration 24Q: 3 clusters Score -526243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -526249.625000 Penalty: 4131.151367
	Iteration 25Q: 3 clusters Score -526249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -526261.562500 Penalty: 4131.151367
	Iteration 26Q: 3 clusters Score -526261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -526268.625000 Penalty: 4131.151367
	Iteration 27Q: 3 clusters Score -526268.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -526275.937500 Penalty: 4131.151367
	Iteration 28Q: 3 clusters Score -526275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -526282.312500 Penalty: 4131.151367
	Iteration 29Q: 3 clusters Score -526282.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -526289.125000 Penalty: 4131.151367
	Iteration 30Q: 3 clusters Score -526289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -526294.312500 Penalty: 4131.151367
	Iteration 31Q: 3 clusters Score -526294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -526296.000000 Penalty: 4131.151367
	Iteration 32Q: 3 clusters Score -526296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -526297.312500 Penalty: 4131.151367
	Iteration 33Q: 3 clusters Score -526297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -526296.562500 Penalty: 4131.151367
	Iteration 34Q: 3 clusters Score -526296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -526296.562500 Penalty: 4131.151367
	Iteration 35F: 3 clusters Score -526296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -403518.687500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -403518.7 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 1529 members 
Entering Unmasked Estep 
Score: -400252.125000 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -400252.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -400899.093750 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -400899.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -401156.625000 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -401156.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -401416.250000 Penalty: 3979.356689
	Iteration 3F: 3 clusters Score -401416.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401706.906250 Penalty: 3979.356689
	Iteration 4F: 3 clusters Score -401706.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -402043.250000 Penalty: 3979.356689
	Iteration 5F: 3 clusters Score -402043.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -402244.687500 Penalty: 3979.356689
	Iteration 6F: 3 clusters Score -402244.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -402385.562500 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -402385.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -402507.812500 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -402507.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -402596.468750 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -402596.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -402693.718750 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -402693.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -402772.250000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -402772.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -402834.656250 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -402834.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -402913.218750 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -402913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -402963.093750 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -402963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -402992.000000 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -402992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -403013.281250 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -403013.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -403025.125000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -403025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -403040.218750 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -403040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -403045.625000 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -403045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -403048.781250 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -403048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Entering Unmasked Estep 
Score: -21457100.000000 Penalty: 2970.343994
	Iteration 0F: 2 clusters Score -2.14571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -21352580.000000 Penalty: 5940.687988
	Iteration 0F: 3 clusters Score -2.135258e+07 nChanged 76034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -21396956.000000 Penalty: 5940.687988
	Iteration 1F: 3 clusters Score -2.139696e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -21397950.000000 Penalty: 5940.687988
	Iteration 2Q: 3 clusters Score -2.139795e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -21398922.000000 Penalty: 5940.687988
	Iteration 3Q: 3 clusters Score -2.139892e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -21400082.000000 Penalty: 5940.687988
	Iteration 4Q: 3 clusters Score -2.140008e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -21401512.000000 Penalty: 5940.687988
	Iteration 5Q: 3 clusters Score -2.140151e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -21403280.000000 Penalty: 5940.687988
	Iteration 6Q: 3 clusters Score -2.140328e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -21405800.000000 Penalty: 5940.687988
	Iteration 7Q: 3 clusters Score -2.14058e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -21409688.000000 Penalty: 5940.687988
	Iteration 8Q: 3 clusters Score -2.140969e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -21415414.000000 Penalty: 5940.687988
	Iteration 9F: 3 clusters Score -2.141541e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -21422868.000000 Penalty: 5940.687988
	Iteration 10F: 3 clusters Score -2.142287e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -21431154.000000 Penalty: 5940.687988
	Iteration 11F: 3 clusters Score -2.143115e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 130552 members 
Entering Unmasked Estep 
Score: -21437994.000000 Penalty: 5940.687988
	Iteration 12F: 3 clusters Score -2.143799e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -21442466.000000 Penalty: 5940.687988
	Iteration 13Q: 3 clusters Score -2.144247e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 139271 members 
Entering Unmasked Estep 
Score: -21445064.000000 Penalty: 5940.687988
	Iteration 14Q: 3 clusters Score -2.144506e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -21446718.000000 Penalty: 5940.687988
	Iteration 15Q: 3 clusters Score -2.144672e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 145083 members 
Entering Unmasked Estep 
Score: -21448106.000000 Penalty: 5940.687988
	Iteration 16Q: 3 clusters Score -2.144811e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -21449462.000000 Penalty: 5940.687988
	Iteration 17Q: 3 clusters Score -2.144946e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -21450590.000000 Penalty: 5940.687988
	Iteration 18Q: 3 clusters Score -2.145059e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -21451486.000000 Penalty: 5940.687988
	Iteration 19Q: 3 clusters Score -2.145149e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -21452200.000000 Penalty: 5940.687988
	Iteration 20F: 3 clusters Score -2.14522e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -21452764.000000 Penalty: 5940.687988
	Iteration 21Q: 3 clusters Score -2.145276e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -21453208.000000 Penalty: 5940.687988
	Iteration 22Q: 3 clusters Score -2.145321e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 155765 members 
Entering Unmasked Estep 
Score: -21453492.000000 Penalty: 5940.687988
	Iteration 23Q: 3 clusters Score -2.145349e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 156343 members 
Entering Unmasked Estep 
Score: -21453718.000000 Penalty: 5940.687988
	Iteration 24Q: 3 clusters Score -2.145372e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -21453896.000000 Penalty: 5940.687988
	Iteration 25Q: 3 clusters Score -2.14539e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -21454054.000000 Penalty: 5940.687988
	Iteration 26Q: 3 clusters Score -2.145405e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 157401 members 
Entering Unmasked Estep 
Score: -21454180.000000 Penalty: 5940.687988
	Iteration 27Q: 3 clusters Score -2.145418e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -21454246.000000 Penalty: 5940.687988
	Iteration 28Q: 3 clusters Score -2.145425e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -21454336.000000 Penalty: 5940.687988
	Iteration 29Q: 3 clusters Score -2.145434e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 157804 members 
Entering Unmasked Estep 
Score: -21454384.000000 Penalty: 5940.687988
	Iteration 30Q: 3 clusters Score -2.145438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -21454458.000000 Penalty: 5940.687988
	Iteration 31Q: 3 clusters Score -2.145446e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 157980 members 
Entering Unmasked Estep 
Score: -21454516.000000 Penalty: 5940.687988
	Iteration 32Q: 3 clusters Score -2.145452e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 158050 members 
Entering Unmasked Estep 
Score: -21454554.000000 Penalty: 5940.687988
	Iteration 33Q: 3 clusters Score -2.145455e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 158106 members 
Entering Unmasked Estep 
Score: -21454618.000000 Penalty: 5940.687988
	Iteration 34Q: 3 clusters Score -2.145462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -21454640.000000 Penalty: 5940.687988
	Iteration 35Q: 3 clusters Score -2.145464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -21454644.000000 Penalty: 5940.687988
	Iteration 36Q: 3 clusters Score -2.145464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -21454664.000000 Penalty: 5940.687988
	Iteration 37Q: 3 clusters Score -2.145466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -21454662.000000 Penalty: 5940.687988
	Iteration 38Q: 3 clusters Score -2.145466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -21454690.000000 Penalty: 5940.687988
	Iteration 39Q: 3 clusters Score -2.145469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -21454700.000000 Penalty: 5940.687988
	Iteration 40F: 3 clusters Score -2.14547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 158258 members 
Entering Unmasked Estep 
Score: -21454710.000000 Penalty: 5940.687988
	Iteration 41Q: 3 clusters Score -2.145471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -21454718.000000 Penalty: 5940.687988
	Iteration 42Q: 3 clusters Score -2.145472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -21454742.000000 Penalty: 5940.687988
	Iteration 43Q: 3 clusters Score -2.145474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -21454730.000000 Penalty: 5940.687988
	Iteration 44Q: 3 clusters Score -2.145473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -21454738.000000 Penalty: 5940.687988
	Iteration 45Q: 3 clusters Score -2.145474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -21454738.000000 Penalty: 5940.687988
	Iteration 46Q: 3 clusters Score -2.145474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -21454734.000000 Penalty: 5940.687988
	Iteration 47Q: 3 clusters Score -2.145473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -21454734.000000 Penalty: 5940.687988
	Iteration 48Q: 3 clusters Score -2.145473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -21454730.000000 Penalty: 5940.687988
	Iteration 49Q: 3 clusters Score -2.145473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -21454730.000000 Penalty: 5940.687988
	Iteration 50F: 3 clusters Score -2.145473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189381 members 
Entering Unmasked Estep 
Score: -25423488.000000 Penalty: 3013.575928
	Iteration 0F: 2 clusters Score -2.542349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
Score: -25300644.000000 Penalty: 6027.151855
	Iteration 0F: 3 clusters Score -2.530064e+07 nChanged 90882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -25354030.000000 Penalty: 6027.151855
	Iteration 1F: 3 clusters Score -2.535403e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -25355630.000000 Penalty: 6027.151855
	Iteration 2Q: 3 clusters Score -2.535563e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -25358250.000000 Penalty: 6027.151855
	Iteration 3Q: 3 clusters Score -2.535825e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -25362932.000000 Penalty: 6027.151855
	Iteration 4F: 3 clusters Score -2.536293e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -25371766.000000 Penalty: 6027.151855
	Iteration 5F: 3 clusters Score -2.537177e+07 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -25385372.000000 Penalty: 6027.151855
	Iteration 6F: 3 clusters Score -2.538537e+07 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -25400976.000000 Penalty: 6027.151855
	Iteration 7F: 3 clusters Score -2.540098e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177351 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -25412958.000000 Penalty: 6027.151855
	Iteration 8F: 3 clusters Score -2.541296e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -25418572.000000 Penalty: 6027.151855
	Iteration 9Q: 3 clusters Score -2.541857e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25420416.000000 Penalty: 6027.151855
	Iteration 10Q: 3 clusters Score -2.542042e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188324 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25421084.000000 Penalty: 6027.151855
	Iteration 11Q: 3 clusters Score -2.542108e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188601 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25421236.000000 Penalty: 6027.151855
	Iteration 12Q: 3 clusters Score -2.542124e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25421336.000000 Penalty: 6027.151855
	Iteration 13Q: 3 clusters Score -2.542134e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -25421370.000000 Penalty: 6027.151855
	Iteration 14Q: 3 clusters Score -2.542137e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25421408.000000 Penalty: 6027.151855
	Iteration 15Q: 3 clusters Score -2.542141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188741 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -25421460.000000 Penalty: 6027.151855
	Iteration 16Q: 3 clusters Score -2.542146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25421488.000000 Penalty: 6027.151855
	Iteration 17Q: 3 clusters Score -2.542149e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188752 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -25421540.000000 Penalty: 6027.151855
	Iteration 18Q: 3 clusters Score -2.542154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25421564.000000 Penalty: 6027.151855
	Iteration 19Q: 3 clusters Score -2.542156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188755 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25421550.000000 Penalty: 6027.151855
	Iteration 20F: 3 clusters Score -2.542155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25421594.000000 Penalty: 6027.151855
	Iteration 21Q: 3 clusters Score -2.542159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -25421592.000000 Penalty: 6027.151855
	Iteration 22Q: 3 clusters Score -2.542159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188757 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -25421580.000000 Penalty: 6027.151855
	Iteration 23Q: 3 clusters Score -2.542158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188757 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -25421602.000000 Penalty: 6027.151855
	Iteration 24Q: 3 clusters Score -2.54216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188759 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -25421592.000000 Penalty: 6027.151855
	Iteration 25Q: 3 clusters Score -2.542159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -25421612.000000 Penalty: 6027.151855
	Iteration 26Q: 3 clusters Score -2.542161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188764 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25421636.000000 Penalty: 6027.151855
	Iteration 27Q: 3 clusters Score -2.542164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25421632.000000 Penalty: 6027.151855
	Iteration 28Q: 3 clusters Score -2.542163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25421658.000000 Penalty: 6027.151855
	Iteration 29Q: 3 clusters Score -2.542166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25421662.000000 Penalty: 6027.151855
	Iteration 30Q: 3 clusters Score -2.542166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188758 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -25421664.000000 Penalty: 6027.151855
	Iteration 31Q: 3 clusters Score -2.542166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188758 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -25421664.000000 Penalty: 6027.151855
	Iteration 32F: 3 clusters Score -2.542166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116656.023438 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116656 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116909.023438 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117037.367188 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117037.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117141.000000 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -117141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117226.679688 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117226.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117291.156250 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117291.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117347.203125 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117388.546875 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117388.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117424.953125 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117452.914062 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117484.070312 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117484.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117517.351562 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117517.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117562.148438 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117562.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117602.875000 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117647.226562 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117647.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117699.710938 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117699.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117751.976562 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117805.039062 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117833.710938 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117833.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117881.226562 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -117881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117944.398438 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -117944.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118126.921875 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -118126.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118383.906250 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -118383.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118447.234375 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -118447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118526.640625 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -118526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118623.828125 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -118623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118640.203125 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -118640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118640.203125 Penalty: 3395.028320
	Iteration 27F: 3 clusters Score -118640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234751 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159085 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 349 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 162170 members 
Mstep: Class 13 contains 126393 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201326 members 
Mstep: Class 21 contains 14006 members 
Entering Unmasked Estep 
Score: -180324400.000000 Penalty: 73593.648438
Splitting cluster 10 changes total score from -180325680.000000 to -180324400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Entering Unmasked Estep 
Score: -5234766.000000 Penalty: 2626.085938
	Iteration 0F: 2 clusters Score -5234766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5207805.000000 Penalty: 5252.171875
	Iteration 0F: 3 clusters Score -5207805 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5217796.500000 Penalty: 5252.171875
	Iteration 1F: 3 clusters Score -5217796 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5218214.500000 Penalty: 5252.171875
	Iteration 2Q: 3 clusters Score -5218214 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5218553.500000 Penalty: 5252.171875
	Iteration 3Q: 3 clusters Score -5218554 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -5218852.000000 Penalty: 5252.171875
	Iteration 4Q: 3 clusters Score -5218852 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5219145.000000 Penalty: 5252.171875
	Iteration 5Q: 3 clusters Score -5219145 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5219413.000000 Penalty: 5252.171875
	Iteration 6Q: 3 clusters Score -5219413 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5219643.500000 Penalty: 5252.171875
	Iteration 7Q: 3 clusters Score -5219644 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5219831.000000 Penalty: 5252.171875
	Iteration 8Q: 3 clusters Score -5219831 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5220096.500000 Penalty: 5252.171875
	Iteration 9Q: 3 clusters Score -5220096 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5220444.000000 Penalty: 5252.171875
	Iteration 10Q: 3 clusters Score -5220444 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5220787.000000 Penalty: 5252.171875
	Iteration 11Q: 3 clusters Score -5220787 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5221194.500000 Penalty: 5252.171875
	Iteration 12Q: 3 clusters Score -5221194 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5221710.000000 Penalty: 5252.171875
	Iteration 13Q: 3 clusters Score -5221710 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5222506.500000 Penalty: 5252.171875
	Iteration 14Q: 3 clusters Score -5222506 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5223471.500000 Penalty: 5252.171875
	Iteration 15Q: 3 clusters Score -5223472 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5224708.000000 Penalty: 5252.171875
	Iteration 16F: 3 clusters Score -5224708 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5225999.500000 Penalty: 5252.171875
	Iteration 17F: 3 clusters Score -5226000 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -5227286.500000 Penalty: 5252.171875
	Iteration 18F: 3 clusters Score -5227286 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5228361.500000 Penalty: 5252.171875
	Iteration 19Q: 3 clusters Score -5228362 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5229286.500000 Penalty: 5252.171875
	Iteration 20F: 3 clusters Score -5229286 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -5230063.500000 Penalty: 5252.171875
	Iteration 21Q: 3 clusters Score -5230064 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -5230781.000000 Penalty: 5252.171875
	Iteration 22Q: 3 clusters Score -5230781 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -5231409.000000 Penalty: 5252.171875
	Iteration 23Q: 3 clusters Score -5231409 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -5231887.000000 Penalty: 5252.171875
	Iteration 24Q: 3 clusters Score -5231887 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5232219.500000 Penalty: 5252.171875
	Iteration 25Q: 3 clusters Score -5232220 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5232457.500000 Penalty: 5252.171875
	Iteration 26Q: 3 clusters Score -5232458 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5232650.000000 Penalty: 5252.171875
	Iteration 27Q: 3 clusters Score -5232650 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5232781.000000 Penalty: 5252.171875
	Iteration 28Q: 3 clusters Score -5232781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5232856.500000 Penalty: 5252.171875
	Iteration 29Q: 3 clusters Score -5232856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5232896.500000 Penalty: 5252.171875
	Iteration 30Q: 3 clusters Score -5232896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -5232907.500000 Penalty: 5252.171875
	Iteration 31Q: 3 clusters Score -5232908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -5232931.500000 Penalty: 5252.171875
	Iteration 32Q: 3 clusters Score -5232932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5232947.500000 Penalty: 5252.171875
	Iteration 33Q: 3 clusters Score -5232948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -5232979.000000 Penalty: 5252.171875
	Iteration 34Q: 3 clusters Score -5232979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5233004.000000 Penalty: 5252.171875
	Iteration 35Q: 3 clusters Score -5233004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5233016.500000 Penalty: 5252.171875
	Iteration 36Q: 3 clusters Score -5233016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5233029.500000 Penalty: 5252.171875
	Iteration 37Q: 3 clusters Score -5233030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5233043.000000 Penalty: 5252.171875
	Iteration 38Q: 3 clusters Score -5233043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5233056.000000 Penalty: 5252.171875
	Iteration 39Q: 3 clusters Score -5233056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -5233061.500000 Penalty: 5252.171875
	Iteration 40F: 3 clusters Score -5233062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5233071.000000 Penalty: 5252.171875
	Iteration 41Q: 3 clusters Score -5233071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5233080.500000 Penalty: 5252.171875
	Iteration 42Q: 3 clusters Score -5233080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -5233091.500000 Penalty: 5252.171875
	Iteration 43Q: 3 clusters Score -5233092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5233101.000000 Penalty: 5252.171875
	Iteration 44Q: 3 clusters Score -5233101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5233107.500000 Penalty: 5252.171875
	Iteration 45Q: 3 clusters Score -5233108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5233109.000000 Penalty: 5252.171875
	Iteration 46Q: 3 clusters Score -5233109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -5233105.500000 Penalty: 5252.171875
	Iteration 47Q: 3 clusters Score -5233106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5233115.500000 Penalty: 5252.171875
	Iteration 48Q: 3 clusters Score -5233116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5233117.500000 Penalty: 5252.171875
	Iteration 49Q: 3 clusters Score -5233118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5233120.500000 Penalty: 5252.171875
	Iteration 50Q: 3 clusters Score -5233120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -5233126.500000 Penalty: 5252.171875
	Iteration 51Q: 3 clusters Score -5233126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5233117.500000 Penalty: 5252.171875
	Iteration 52Q: 3 clusters Score -5233118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5233116.500000 Penalty: 5252.171875
	Iteration 53Q: 3 clusters Score -5233116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5233124.500000 Penalty: 5252.171875
	Iteration 54Q: 3 clusters Score -5233124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5233117.000000 Penalty: 5252.171875
	Iteration 55Q: 3 clusters Score -5233117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5233118.500000 Penalty: 5252.171875
	Iteration 56Q: 3 clusters Score -5233118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5233116.500000 Penalty: 5252.171875
	Iteration 57Q: 3 clusters Score -5233116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5233116.500000 Penalty: 5252.171875
	Iteration 58F: 3 clusters Score -5233116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162170 members 
Entering Unmasked Estep 
Score: -21852160.000000 Penalty: 2975.107422
	Iteration 0F: 2 clusters Score -2.185216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -21746102.000000 Penalty: 5950.214844
	Iteration 0F: 3 clusters Score -2.17461e+07 nChanged 77428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -21790816.000000 Penalty: 5950.214844
	Iteration 1F: 3 clusters Score -2.179082e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -21792266.000000 Penalty: 5950.214844
	Iteration 2Q: 3 clusters Score -2.179227e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -21794366.000000 Penalty: 5950.214844
	Iteration 3Q: 3 clusters Score -2.179437e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -21797854.000000 Penalty: 5950.214844
	Iteration 4Q: 3 clusters Score -2.179785e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -21804170.000000 Penalty: 5950.214844
	Iteration 5F: 3 clusters Score -2.180417e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -21813360.000000 Penalty: 5950.214844
	Iteration 6F: 3 clusters Score -2.181336e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -21824344.000000 Penalty: 5950.214844
	Iteration 7F: 3 clusters Score -2.182434e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 143421 members 
Entering Unmasked Estep 
Score: -21834688.000000 Penalty: 5950.214844
	Iteration 8F: 3 clusters Score -2.183469e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -21841910.000000 Penalty: 5950.214844
	Iteration 9F: 3 clusters Score -2.184191e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -21845600.000000 Penalty: 5950.214844
	Iteration 10Q: 3 clusters Score -2.18456e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -21847466.000000 Penalty: 5950.214844
	Iteration 11Q: 3 clusters Score -2.184747e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -21848408.000000 Penalty: 5950.214844
	Iteration 12Q: 3 clusters Score -2.184841e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -21848890.000000 Penalty: 5950.214844
	Iteration 13Q: 3 clusters Score -2.184889e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 161215 members 
Entering Unmasked Estep 
Score: -21849106.000000 Penalty: 5950.214844
	Iteration 14Q: 3 clusters Score -2.184911e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -21849276.000000 Penalty: 5950.214844
	Iteration 15Q: 3 clusters Score -2.184928e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -21849364.000000 Penalty: 5950.214844
	Iteration 16Q: 3 clusters Score -2.184936e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -21849452.000000 Penalty: 5950.214844
	Iteration 17Q: 3 clusters Score -2.184945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 161551 members 
Entering Unmasked Estep 
Score: -21849490.000000 Penalty: 5950.214844
	Iteration 18Q: 3 clusters Score -2.184949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -21849572.000000 Penalty: 5950.214844
	Iteration 19Q: 3 clusters Score -2.184957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -21849584.000000 Penalty: 5950.214844
	Iteration 20F: 3 clusters Score -2.184958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -21849604.000000 Penalty: 5950.214844
	Iteration 21Q: 3 clusters Score -2.18496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 161628 members 
Entering Unmasked Estep 
Score: -21849612.000000 Penalty: 5950.214844
	Iteration 22Q: 3 clusters Score -2.184961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 161638 members 
Entering Unmasked Estep 
Score: -21849642.000000 Penalty: 5950.214844
	Iteration 23Q: 3 clusters Score -2.184964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -21849664.000000 Penalty: 5950.214844
	Iteration 24Q: 3 clusters Score -2.184966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 161650 members 
Entering Unmasked Estep 
Score: -21849670.000000 Penalty: 5950.214844
	Iteration 25Q: 3 clusters Score -2.184967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -21849674.000000 Penalty: 5950.214844
	Iteration 26Q: 3 clusters Score -2.184967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -21849676.000000 Penalty: 5950.214844
	Iteration 27Q: 3 clusters Score -2.184968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -21849680.000000 Penalty: 5950.214844
	Iteration 28Q: 3 clusters Score -2.184968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -21849696.000000 Penalty: 5950.214844
	Iteration 29Q: 3 clusters Score -2.18497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -21849696.000000 Penalty: 5950.214844
	Iteration 30Q: 3 clusters Score -2.18497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -21849698.000000 Penalty: 5950.214844
	Iteration 31Q: 3 clusters Score -2.18497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -21849698.000000 Penalty: 5950.214844
	Iteration 32Q: 3 clusters Score -2.18497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -21849708.000000 Penalty: 5950.214844
	Iteration 33Q: 3 clusters Score -2.184971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -21849704.000000 Penalty: 5950.214844
	Iteration 34Q: 3 clusters Score -2.18497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 161675 members 
Entering Unmasked Estep 
Score: -21849704.000000 Penalty: 5950.214844
	Iteration 35F: 3 clusters Score -2.18497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Entering Unmasked Estep 
Score: -17088702.000000 Penalty: 2913.293457
	Iteration 0F: 2 clusters Score -1.70887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -17003924.000000 Penalty: 5826.586914
	Iteration 0F: 3 clusters Score -1.700392e+07 nChanged 60129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -17038792.000000 Penalty: 5826.586914
	Iteration 1F: 3 clusters Score -1.703879e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -17039460.000000 Penalty: 5826.586914
	Iteration 2Q: 3 clusters Score -1.703946e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -17040378.000000 Penalty: 5826.586914
	Iteration 3Q: 3 clusters Score -1.704038e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -17041766.000000 Penalty: 5826.586914
	Iteration 4Q: 3 clusters Score -1.704177e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -17043952.000000 Penalty: 5826.586914
	Iteration 5Q: 3 clusters Score -1.704395e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -17047666.000000 Penalty: 5826.586914
	Iteration 6F: 3 clusters Score -1.704767e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -17053760.000000 Penalty: 5826.586914
	Iteration 7F: 3 clusters Score -1.705376e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -17062048.000000 Penalty: 5826.586914
	Iteration 8F: 3 clusters Score -1.706205e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -17070760.000000 Penalty: 5826.586914
	Iteration 9F: 3 clusters Score -1.707076e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -17076914.000000 Penalty: 5826.586914
	Iteration 10F: 3 clusters Score -1.707691e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -17080304.000000 Penalty: 5826.586914
	Iteration 11Q: 3 clusters Score -1.70803e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -17081900.000000 Penalty: 5826.586914
	Iteration 12Q: 3 clusters Score -1.70819e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -17082720.000000 Penalty: 5826.586914
	Iteration 13Q: 3 clusters Score -1.708272e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -17083392.000000 Penalty: 5826.586914
	Iteration 14Q: 3 clusters Score -1.708339e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -17083832.000000 Penalty: 5826.586914
	Iteration 15Q: 3 clusters Score -1.708383e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -17084210.000000 Penalty: 5826.586914
	Iteration 16Q: 3 clusters Score -1.708421e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -17084482.000000 Penalty: 5826.586914
	Iteration 17Q: 3 clusters Score -1.708448e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -17084684.000000 Penalty: 5826.586914
	Iteration 18Q: 3 clusters Score -1.708468e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -17084916.000000 Penalty: 5826.586914
	Iteration 19Q: 3 clusters Score -1.708492e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -17085012.000000 Penalty: 5826.586914
	Iteration 20F: 3 clusters Score -1.708501e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121923 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -17085166.000000 Penalty: 5826.586914
	Iteration 21Q: 3 clusters Score -1.708517e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -17085336.000000 Penalty: 5826.586914
	Iteration 22Q: 3 clusters Score -1.708534e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -17085538.000000 Penalty: 5826.586914
	Iteration 23Q: 3 clusters Score -1.708554e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -17085704.000000 Penalty: 5826.586914
	Iteration 24Q: 3 clusters Score -1.70857e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -17085820.000000 Penalty: 5826.586914
	Iteration 25Q: 3 clusters Score -1.708582e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17085908.000000 Penalty: 5826.586914
	Iteration 26Q: 3 clusters Score -1.708591e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123790 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -17086004.000000 Penalty: 5826.586914
	Iteration 27Q: 3 clusters Score -1.7086e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123936 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -17086044.000000 Penalty: 5826.586914
	Iteration 28Q: 3 clusters Score -1.708604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -17086074.000000 Penalty: 5826.586914
	Iteration 29Q: 3 clusters Score -1.708607e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -17086082.000000 Penalty: 5826.586914
	Iteration 30Q: 3 clusters Score -1.708608e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17086098.000000 Penalty: 5826.586914
	Iteration 31Q: 3 clusters Score -1.70861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17086132.000000 Penalty: 5826.586914
	Iteration 32Q: 3 clusters Score -1.708613e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -17086182.000000 Penalty: 5826.586914
	Iteration 33Q: 3 clusters Score -1.708618e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17086186.000000 Penalty: 5826.586914
	Iteration 34Q: 3 clusters Score -1.708619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -17086190.000000 Penalty: 5826.586914
	Iteration 35Q: 3 clusters Score -1.708619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -17086196.000000 Penalty: 5826.586914
	Iteration 36Q: 3 clusters Score -1.70862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124682 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17086204.000000 Penalty: 5826.586914
	Iteration 37Q: 3 clusters Score -1.70862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -17086234.000000 Penalty: 5826.586914
	Iteration 38Q: 3 clusters Score -1.708623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17086260.000000 Penalty: 5826.586914
	Iteration 39Q: 3 clusters Score -1.708626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124852 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -17086292.000000 Penalty: 5826.586914
	Iteration 40F: 3 clusters Score -1.708629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17086302.000000 Penalty: 5826.586914
	Iteration 41Q: 3 clusters Score -1.70863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -17086316.000000 Penalty: 5826.586914
	Iteration 42Q: 3 clusters Score -1.708632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17086344.000000 Penalty: 5826.586914
	Iteration 43Q: 3 clusters Score -1.708634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -17086340.000000 Penalty: 5826.586914
	Iteration 44Q: 3 clusters Score -1.708634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17086310.000000 Penalty: 5826.586914
	Iteration 45Q: 3 clusters Score -1.708631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17086318.000000 Penalty: 5826.586914
	Iteration 46Q: 3 clusters Score -1.708632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17086312.000000 Penalty: 5826.586914
	Iteration 47Q: 3 clusters Score -1.708631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -17086328.000000 Penalty: 5826.586914
	Iteration 48Q: 3 clusters Score -1.708633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17086330.000000 Penalty: 5826.586914
	Iteration 49Q: 3 clusters Score -1.708633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17086348.000000 Penalty: 5826.586914
	Iteration 50Q: 3 clusters Score -1.708635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17086358.000000 Penalty: 5826.586914
	Iteration 51Q: 3 clusters Score -1.708636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17086370.000000 Penalty: 5826.586914
	Iteration 52Q: 3 clusters Score -1.708637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -17086360.000000 Penalty: 5826.586914
	Iteration 53Q: 3 clusters Score -1.708636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17086370.000000 Penalty: 5826.586914
	Iteration 54Q: 3 clusters Score -1.708637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17086382.000000 Penalty: 5826.586914
	Iteration 55Q: 3 clusters Score -1.708638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17086368.000000 Penalty: 5826.586914
	Iteration 56Q: 3 clusters Score -1.708637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125229 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17086376.000000 Penalty: 5826.586914
	Iteration 57Q: 3 clusters Score -1.708638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17086372.000000 Penalty: 5826.586914
	Iteration 58Q: 3 clusters Score -1.708637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -17086368.000000 Penalty: 5826.586914
	Iteration 59Q: 3 clusters Score -1.708637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17086384.000000 Penalty: 5826.586914
	Iteration 60F: 3 clusters Score -1.708638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17086396.000000 Penalty: 5826.586914
	Iteration 61Q: 3 clusters Score -1.70864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125254 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17086394.000000 Penalty: 5826.586914
	Iteration 62Q: 3 clusters Score -1.708639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -17086390.000000 Penalty: 5826.586914
	Iteration 63Q: 3 clusters Score -1.708639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17086388.000000 Penalty: 5826.586914
	Iteration 64Q: 3 clusters Score -1.708639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17086384.000000 Penalty: 5826.586914
	Iteration 65Q: 3 clusters Score -1.708638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17086382.000000 Penalty: 5826.586914
	Iteration 66Q: 3 clusters Score -1.708638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -17086384.000000 Penalty: 5826.586914
	Iteration 67Q: 3 clusters Score -1.708638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17086380.000000 Penalty: 5826.586914
	Iteration 68Q: 3 clusters Score -1.708638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17086382.000000 Penalty: 5826.586914
	Iteration 69Q: 3 clusters Score -1.708638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17086378.000000 Penalty: 5826.586914
	Iteration 70Q: 3 clusters Score -1.708638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125284 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17086374.000000 Penalty: 5826.586914
	Iteration 71Q: 3 clusters Score -1.708637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17086366.000000 Penalty: 5826.586914
	Iteration 72Q: 3 clusters Score -1.708637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17086364.000000 Penalty: 5826.586914
	Iteration 73Q: 3 clusters Score -1.708636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17086368.000000 Penalty: 5826.586914
	Iteration 74Q: 3 clusters Score -1.708637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -17086368.000000 Penalty: 5826.586914
	Iteration 75Q: 3 clusters Score -1.708637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17086384.000000 Penalty: 5826.586914
	Iteration 76Q: 3 clusters Score -1.708638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -17086386.000000 Penalty: 5826.586914
	Iteration 77Q: 3 clusters Score -1.708639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17086394.000000 Penalty: 5826.586914
	Iteration 78Q: 3 clusters Score -1.708639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17086398.000000 Penalty: 5826.586914
	Iteration 79Q: 3 clusters Score -1.70864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17086402.000000 Penalty: 5826.586914
	Iteration 80F: 3 clusters Score -1.70864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17086400.000000 Penalty: 5826.586914
	Iteration 81Q: 3 clusters Score -1.70864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17086400.000000 Penalty: 5826.586914
	Iteration 82F: 3 clusters Score -1.70864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52169.203125 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52169.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52576.242188 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52576.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52762.375000 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52762.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52961.765625 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -52961.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53198.304688 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -53198.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53356.187500 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -53356.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53529.449219 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -53529.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53718.343750 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -53718.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53850.347656 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -53850.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53955.003906 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -53955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54032.468750 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -54032.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54045.894531 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -54045.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54057.453125 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -54057.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54080.230469 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -54080.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54087.855469 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -54087.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54199.625000 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -54199.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54304.277344 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -54304.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54304.277344 Penalty: 3069.378906
	Iteration 17F: 3 clusters Score -54304.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234751 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159085 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 162170 members 
Mstep: Class 13 contains 126393 members 
Mstep: Class 14 contains 183 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201326 members 
Mstep: Class 21 contains 14006 members 
Entering Unmasked Estep 
Score: -180324528.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180325680.000000 to -180324528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -834349.062500 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -834349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -828780.750000 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -828780.8 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -830344.062500 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -830344.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -830676.250000 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -830676.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -830944.125000 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -830944.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -831168.000000 Penalty: 4369.914062
	Iteration 4F: 3 clusters Score -831168 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -831347.750000 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -831347.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -831507.812500 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -831507.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -831633.625000 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -831633.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -831752.750000 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -831752.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -831834.687500 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -831834.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -831896.562500 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -831896.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -831948.500000 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -831948.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -831986.562500 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -831986.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -832030.125000 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -832030.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -832058.875000 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -832058.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -832080.187500 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -832080.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -832102.625000 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -832102.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -832118.125000 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -832118.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -832135.187500 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -832135.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -832151.812500 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -832151.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -832170.187500 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -832170.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -832201.687500 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -832201.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -832221.062500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -832221.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -832237.562500 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -832237.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -832244.750000 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -832244.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -832253.562500 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -832253.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -832258.125000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -832258.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -832264.750000 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -832264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -832276.562500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -832276.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -832292.812500 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -832292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -832305.125000 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -832305.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -832312.312500 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -832312.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -832324.437500 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -832324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -832335.187500 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -832335.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -832339.750000 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -832339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -832347.125000 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -832347.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -832360.375000 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -832360.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -832370.562500 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -832370.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -832384.812500 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -832384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -832395.750000 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -832395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -832408.000000 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -832408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -832420.750000 Penalty: 4369.914062
	Iteration 41Q: 3 clusters Score -832420.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -832432.250000 Penalty: 4369.914062
	Iteration 42Q: 3 clusters Score -832432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -832437.937500 Penalty: 4369.914062
	Iteration 43Q: 3 clusters Score -832437.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -832441.500000 Penalty: 4369.914062
	Iteration 44Q: 3 clusters Score -832441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -832446.250000 Penalty: 4369.914062
	Iteration 45Q: 3 clusters Score -832446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -832446.625000 Penalty: 4369.914062
	Iteration 46Q: 3 clusters Score -832446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -832447.125000 Penalty: 4369.914062
	Iteration 47Q: 3 clusters Score -832447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -832449.562500 Penalty: 4369.914062
	Iteration 48Q: 3 clusters Score -832449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -832452.750000 Penalty: 4369.914062
	Iteration 49Q: 3 clusters Score -832452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -832454.125000 Penalty: 4369.914062
	Iteration 50Q: 3 clusters Score -832454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -832455.625000 Penalty: 4369.914062
	Iteration 51Q: 3 clusters Score -832455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -832458.750000 Penalty: 4369.914062
	Iteration 52Q: 3 clusters Score -832458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -832458.562500 Penalty: 4369.914062
	Iteration 53Q: 3 clusters Score -832458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -832461.000000 Penalty: 4369.914062
	Iteration 54Q: 3 clusters Score -832461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -832463.562500 Penalty: 4369.914062
	Iteration 55Q: 3 clusters Score -832463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -832465.750000 Penalty: 4369.914062
	Iteration 56Q: 3 clusters Score -832465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -832466.937500 Penalty: 4369.914062
	Iteration 57Q: 3 clusters Score -832466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -832468.500000 Penalty: 4369.914062
	Iteration 58Q: 3 clusters Score -832468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -832468.750000 Penalty: 4369.914062
	Iteration 59Q: 3 clusters Score -832468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -832470.437500 Penalty: 4369.914062
	Iteration 60F: 3 clusters Score -832470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -832471.562500 Penalty: 4369.914062
	Iteration 61Q: 3 clusters Score -832471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -832474.000000 Penalty: 4369.914062
	Iteration 62Q: 3 clusters Score -832474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -832473.250000 Penalty: 4369.914062
	Iteration 63Q: 3 clusters Score -832473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -832476.937500 Penalty: 4369.914062
	Iteration 64Q: 3 clusters Score -832476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -832476.750000 Penalty: 4369.914062
	Iteration 65Q: 3 clusters Score -832476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -832478.500000 Penalty: 4369.914062
	Iteration 66Q: 3 clusters Score -832478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -832480.625000 Penalty: 4369.914062
	Iteration 67Q: 3 clusters Score -832480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -832481.437500 Penalty: 4369.914062
	Iteration 68Q: 3 clusters Score -832481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -832484.062500 Penalty: 4369.914062
	Iteration 69Q: 3 clusters Score -832484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -832486.437500 Penalty: 4369.914062
	Iteration 70Q: 3 clusters Score -832486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -832489.750000 Penalty: 4369.914062
	Iteration 71Q: 3 clusters Score -832489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -832490.562500 Penalty: 4369.914062
	Iteration 72Q: 3 clusters Score -832490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -832489.375000 Penalty: 4369.914062
	Iteration 73Q: 3 clusters Score -832489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -832489.187500 Penalty: 4369.914062
	Iteration 74Q: 3 clusters Score -832489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -832489.750000 Penalty: 4369.914062
	Iteration 75Q: 3 clusters Score -832489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -832489.750000 Penalty: 4369.914062
	Iteration 76F: 3 clusters Score -832489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Entering Unmasked Estep 
Score: -16126523.000000 Penalty: 2899.198975
	Iteration 0F: 2 clusters Score -1.612652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -16046697.000000 Penalty: 5798.397949
	Iteration 0F: 3 clusters Score -1.60467e+07 nChanged 56704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -16079694.000000 Penalty: 5798.397949
	Iteration 1F: 3 clusters Score -1.607969e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -16080722.000000 Penalty: 5798.397949
	Iteration 2Q: 3 clusters Score -1.608072e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -16082251.000000 Penalty: 5798.397949
	Iteration 3Q: 3 clusters Score -1.608225e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -16084877.000000 Penalty: 5798.397949
	Iteration 4Q: 3 clusters Score -1.608488e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -16089458.000000 Penalty: 5798.397949
	Iteration 5F: 3 clusters Score -1.608946e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -16096931.000000 Penalty: 5798.397949
	Iteration 6F: 3 clusters Score -1.609693e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -16106985.000000 Penalty: 5798.397949
	Iteration 7F: 3 clusters Score -1.610698e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -16115981.000000 Penalty: 5798.397949
	Iteration 8F: 3 clusters Score -1.611598e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -16121118.000000 Penalty: 5798.397949
	Iteration 9Q: 3 clusters Score -1.612112e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16123130.000000 Penalty: 5798.397949
	Iteration 10Q: 3 clusters Score -1.612313e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118589 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16123807.000000 Penalty: 5798.397949
	Iteration 11Q: 3 clusters Score -1.612381e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16124045.000000 Penalty: 5798.397949
	Iteration 12Q: 3 clusters Score -1.612404e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16124176.000000 Penalty: 5798.397949
	Iteration 13Q: 3 clusters Score -1.612418e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16124243.000000 Penalty: 5798.397949
	Iteration 14Q: 3 clusters Score -1.612424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16124295.000000 Penalty: 5798.397949
	Iteration 15Q: 3 clusters Score -1.61243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118976 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16124305.000000 Penalty: 5798.397949
	Iteration 16Q: 3 clusters Score -1.61243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16124306.000000 Penalty: 5798.397949
	Iteration 17Q: 3 clusters Score -1.612431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16124334.000000 Penalty: 5798.397949
	Iteration 18Q: 3 clusters Score -1.612433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16124334.000000 Penalty: 5798.397949
	Iteration 19Q: 3 clusters Score -1.612433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16124342.000000 Penalty: 5798.397949
	Iteration 20F: 3 clusters Score -1.612434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -16124352.000000 Penalty: 5798.397949
	Iteration 21Q: 3 clusters Score -1.612435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118985 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16124340.000000 Penalty: 5798.397949
	Iteration 22Q: 3 clusters Score -1.612434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16124337.000000 Penalty: 5798.397949
	Iteration 23Q: 3 clusters Score -1.612434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16124343.000000 Penalty: 5798.397949
	Iteration 24Q: 3 clusters Score -1.612434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16124353.000000 Penalty: 5798.397949
	Iteration 25Q: 3 clusters Score -1.612435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16124353.000000 Penalty: 5798.397949
	Iteration 26F: 3 clusters Score -1.612435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -5493641.000000 Penalty: 2630.807373
	Iteration 0F: 2 clusters Score -5493641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5466269.500000 Penalty: 5261.614746
	Iteration 0F: 3 clusters Score -5466270 nChanged 18334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5476516.000000 Penalty: 5261.614746
	Iteration 1F: 3 clusters Score -5476516 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -5477172.000000 Penalty: 5261.614746
	Iteration 2Q: 3 clusters Score -5477172 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5477837.500000 Penalty: 5261.614746
	Iteration 3Q: 3 clusters Score -5477838 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5478682.500000 Penalty: 5261.614746
	Iteration 4Q: 3 clusters Score -5478682 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -5479958.500000 Penalty: 5261.614746
	Iteration 5F: 3 clusters Score -5479958 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5481684.000000 Penalty: 5261.614746
	Iteration 6F: 3 clusters Score -5481684 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5484066.000000 Penalty: 5261.614746
	Iteration 7F: 3 clusters Score -5484066 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5486493.000000 Penalty: 5261.614746
	Iteration 8F: 3 clusters Score -5486493 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5488303.500000 Penalty: 5261.614746
	Iteration 9F: 3 clusters Score -5488304 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5489222.500000 Penalty: 5261.614746
	Iteration 10Q: 3 clusters Score -5489222 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -5489694.000000 Penalty: 5261.614746
	Iteration 11Q: 3 clusters Score -5489694 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -5489931.000000 Penalty: 5261.614746
	Iteration 12Q: 3 clusters Score -5489931 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5490138.500000 Penalty: 5261.614746
	Iteration 13Q: 3 clusters Score -5490138 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5490287.000000 Penalty: 5261.614746
	Iteration 14Q: 3 clusters Score -5490287 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5490414.500000 Penalty: 5261.614746
	Iteration 15Q: 3 clusters Score -5490414 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5490515.000000 Penalty: 5261.614746
	Iteration 16Q: 3 clusters Score -5490515 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -5490605.500000 Penalty: 5261.614746
	Iteration 17Q: 3 clusters Score -5490606 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5490708.500000 Penalty: 5261.614746
	Iteration 18Q: 3 clusters Score -5490708 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5490780.500000 Penalty: 5261.614746
	Iteration 19Q: 3 clusters Score -5490780 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -5490848.500000 Penalty: 5261.614746
	Iteration 20F: 3 clusters Score -5490848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5490953.500000 Penalty: 5261.614746
	Iteration 21Q: 3 clusters Score -5490954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -5491007.500000 Penalty: 5261.614746
	Iteration 22Q: 3 clusters Score -5491008 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -5491064.000000 Penalty: 5261.614746
	Iteration 23Q: 3 clusters Score -5491064 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -5491109.500000 Penalty: 5261.614746
	Iteration 24Q: 3 clusters Score -5491110 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5491158.000000 Penalty: 5261.614746
	Iteration 25Q: 3 clusters Score -5491158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5491190.000000 Penalty: 5261.614746
	Iteration 26Q: 3 clusters Score -5491190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -5491217.500000 Penalty: 5261.614746
	Iteration 27Q: 3 clusters Score -5491218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5491226.500000 Penalty: 5261.614746
	Iteration 28Q: 3 clusters Score -5491226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5491248.000000 Penalty: 5261.614746
	Iteration 29Q: 3 clusters Score -5491248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5491270.500000 Penalty: 5261.614746
	Iteration 30Q: 3 clusters Score -5491270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5491274.000000 Penalty: 5261.614746
	Iteration 31Q: 3 clusters Score -5491274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5491306.000000 Penalty: 5261.614746
	Iteration 32Q: 3 clusters Score -5491306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -5491322.500000 Penalty: 5261.614746
	Iteration 33Q: 3 clusters Score -5491322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5491332.000000 Penalty: 5261.614746
	Iteration 34Q: 3 clusters Score -5491332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5491347.000000 Penalty: 5261.614746
	Iteration 35Q: 3 clusters Score -5491347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5491359.500000 Penalty: 5261.614746
	Iteration 36Q: 3 clusters Score -5491360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5491374.500000 Penalty: 5261.614746
	Iteration 37Q: 3 clusters Score -5491374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5491397.500000 Penalty: 5261.614746
	Iteration 38Q: 3 clusters Score -5491398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -5491419.000000 Penalty: 5261.614746
	Iteration 39Q: 3 clusters Score -5491419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5491416.000000 Penalty: 5261.614746
	Iteration 40F: 3 clusters Score -5491416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5491439.000000 Penalty: 5261.614746
	Iteration 41Q: 3 clusters Score -5491439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5491458.500000 Penalty: 5261.614746
	Iteration 42Q: 3 clusters Score -5491458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5491477.500000 Penalty: 5261.614746
	Iteration 43Q: 3 clusters Score -5491478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -5491480.500000 Penalty: 5261.614746
	Iteration 44Q: 3 clusters Score -5491480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -5491492.500000 Penalty: 5261.614746
	Iteration 45Q: 3 clusters Score -5491492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5491503.500000 Penalty: 5261.614746
	Iteration 46Q: 3 clusters Score -5491504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -5491498.500000 Penalty: 5261.614746
	Iteration 47Q: 3 clusters Score -5491498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5491519.500000 Penalty: 5261.614746
	Iteration 48Q: 3 clusters Score -5491520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5491524.000000 Penalty: 5261.614746
	Iteration 49Q: 3 clusters Score -5491524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5491527.000000 Penalty: 5261.614746
	Iteration 50Q: 3 clusters Score -5491527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5491554.000000 Penalty: 5261.614746
	Iteration 51Q: 3 clusters Score -5491554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5491543.000000 Penalty: 5261.614746
	Iteration 52Q: 3 clusters Score -5491543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5491544.000000 Penalty: 5261.614746
	Iteration 53Q: 3 clusters Score -5491544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5491545.000000 Penalty: 5261.614746
	Iteration 54Q: 3 clusters Score -5491545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5491539.500000 Penalty: 5261.614746
	Iteration 55Q: 3 clusters Score -5491540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5491553.500000 Penalty: 5261.614746
	Iteration 56Q: 3 clusters Score -5491554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5491552.500000 Penalty: 5261.614746
	Iteration 57Q: 3 clusters Score -5491552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5491562.500000 Penalty: 5261.614746
	Iteration 58Q: 3 clusters Score -5491562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -5491562.500000 Penalty: 5261.614746
	Iteration 59Q: 3 clusters Score -5491562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -5491561.500000 Penalty: 5261.614746
	Iteration 60F: 3 clusters Score -5491562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5491562.500000 Penalty: 5261.614746
	Iteration 61Q: 3 clusters Score -5491562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -5491559.000000 Penalty: 5261.614746
	Iteration 62Q: 3 clusters Score -5491559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5491568.000000 Penalty: 5261.614746
	Iteration 63Q: 3 clusters Score -5491568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5491569.000000 Penalty: 5261.614746
	Iteration 64Q: 3 clusters Score -5491569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5491570.000000 Penalty: 5261.614746
	Iteration 65Q: 3 clusters Score -5491570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5491580.500000 Penalty: 5261.614746
	Iteration 66Q: 3 clusters Score -5491580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5491582.500000 Penalty: 5261.614746
	Iteration 67Q: 3 clusters Score -5491582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5491583.500000 Penalty: 5261.614746
	Iteration 68Q: 3 clusters Score -5491584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5491580.000000 Penalty: 5261.614746
	Iteration 69Q: 3 clusters Score -5491580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5491596.000000 Penalty: 5261.614746
	Iteration 70Q: 3 clusters Score -5491596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5491604.500000 Penalty: 5261.614746
	Iteration 71Q: 3 clusters Score -5491604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5491606.500000 Penalty: 5261.614746
	Iteration 72Q: 3 clusters Score -5491606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5491614.000000 Penalty: 5261.614746
	Iteration 73Q: 3 clusters Score -5491614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5491629.000000 Penalty: 5261.614746
	Iteration 74Q: 3 clusters Score -5491629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5491634.000000 Penalty: 5261.614746
	Iteration 75Q: 3 clusters Score -5491634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5491630.500000 Penalty: 5261.614746
	Iteration 76Q: 3 clusters Score -5491630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5491635.500000 Penalty: 5261.614746
	Iteration 77Q: 3 clusters Score -5491636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5491621.000000 Penalty: 5261.614746
	Iteration 78Q: 3 clusters Score -5491621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5491646.000000 Penalty: 5261.614746
	Iteration 79Q: 3 clusters Score -5491646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5491646.500000 Penalty: 5261.614746
	Iteration 80F: 3 clusters Score -5491646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5491656.500000 Penalty: 5261.614746
	Iteration 81Q: 3 clusters Score -5491656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -5491652.000000 Penalty: 5261.614746
	Iteration 82Q: 3 clusters Score -5491652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5491653.500000 Penalty: 5261.614746
	Iteration 83Q: 3 clusters Score -5491654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5491652.000000 Penalty: 5261.614746
	Iteration 84Q: 3 clusters Score -5491652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5491652.500000 Penalty: 5261.614746
	Iteration 85Q: 3 clusters Score -5491652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5491647.500000 Penalty: 5261.614746
	Iteration 86Q: 3 clusters Score -5491648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5491656.500000 Penalty: 5261.614746
	Iteration 87Q: 3 clusters Score -5491656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5491653.500000 Penalty: 5261.614746
	Iteration 88Q: 3 clusters Score -5491654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5491660.500000 Penalty: 5261.614746
	Iteration 89Q: 3 clusters Score -5491660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5491662.000000 Penalty: 5261.614746
	Iteration 90Q: 3 clusters Score -5491662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -5491662.000000 Penalty: 5261.614746
	Iteration 91Q: 3 clusters Score -5491662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5491668.500000 Penalty: 5261.614746
	Iteration 92Q: 3 clusters Score -5491668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5491667.000000 Penalty: 5261.614746
	Iteration 93Q: 3 clusters Score -5491667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5491666.000000 Penalty: 5261.614746
	Iteration 94Q: 3 clusters Score -5491666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5491668.500000 Penalty: 5261.614746
	Iteration 95Q: 3 clusters Score -5491668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5491668.500000 Penalty: 5261.614746
	Iteration 96F: 3 clusters Score -5491668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Entering Unmasked Estep 
Score: -8504277.000000 Penalty: 2749.653809
	Iteration 0F: 2 clusters Score -8504277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8460176.000000 Penalty: 5499.307617
	Iteration 0F: 3 clusters Score -8460176 nChanged 30667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -8477424.000000 Penalty: 5499.307617
	Iteration 1F: 3 clusters Score -8477424 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8477985.000000 Penalty: 5499.307617
	Iteration 2Q: 3 clusters Score -8477985 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8478456.000000 Penalty: 5499.307617
	Iteration 3Q: 3 clusters Score -8478456 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -8479089.000000 Penalty: 5499.307617
	Iteration 4Q: 3 clusters Score -8479089 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -8479780.000000 Penalty: 5499.307617
	Iteration 5Q: 3 clusters Score -8479780 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -8480732.000000 Penalty: 5499.307617
	Iteration 6Q: 3 clusters Score -8480732 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8482260.000000 Penalty: 5499.307617
	Iteration 7Q: 3 clusters Score -8482260 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -8484882.000000 Penalty: 5499.307617
	Iteration 8F: 3 clusters Score -8484882 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -8488904.000000 Penalty: 5499.307617
	Iteration 9F: 3 clusters Score -8488904 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -8493891.000000 Penalty: 5499.307617
	Iteration 10F: 3 clusters Score -8493891 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8498222.000000 Penalty: 5499.307617
	Iteration 11F: 3 clusters Score -8498222 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8500656.000000 Penalty: 5499.307617
	Iteration 12Q: 3 clusters Score -8500656 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8501607.000000 Penalty: 5499.307617
	Iteration 13Q: 3 clusters Score -8501607 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8501884.000000 Penalty: 5499.307617
	Iteration 14Q: 3 clusters Score -8501884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8502022.000000 Penalty: 5499.307617
	Iteration 15Q: 3 clusters Score -8502022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8502059.000000 Penalty: 5499.307617
	Iteration 16Q: 3 clusters Score -8502059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8502085.000000 Penalty: 5499.307617
	Iteration 17Q: 3 clusters Score -8502085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8502113.000000 Penalty: 5499.307617
	Iteration 18Q: 3 clusters Score -8502113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8502137.000000 Penalty: 5499.307617
	Iteration 19Q: 3 clusters Score -8502137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8502146.000000 Penalty: 5499.307617
	Iteration 20F: 3 clusters Score -8502146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8502168.000000 Penalty: 5499.307617
	Iteration 21Q: 3 clusters Score -8502168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8502168.000000 Penalty: 5499.307617
	Iteration 22Q: 3 clusters Score -8502168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8502166.000000 Penalty: 5499.307617
	Iteration 23Q: 3 clusters Score -8502166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8502170.000000 Penalty: 5499.307617
	Iteration 24Q: 3 clusters Score -8502170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8502170.000000 Penalty: 5499.307617
	Iteration 25Q: 3 clusters Score -8502170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8502177.000000 Penalty: 5499.307617
	Iteration 26Q: 3 clusters Score -8502177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8502180.000000 Penalty: 5499.307617
	Iteration 27Q: 3 clusters Score -8502180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8502175.000000 Penalty: 5499.307617
	Iteration 28Q: 3 clusters Score -8502175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8502175.000000 Penalty: 5499.307617
	Iteration 29F: 3 clusters Score -8502175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201326 members 
Entering Unmasked Estep 
Score: -27177740.000000 Penalty: 3028.744873
	Iteration 0F: 2 clusters Score -2.717774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -27066610.000000 Penalty: 6057.489746
	Iteration 0F: 3 clusters Score -2.706661e+07 nChanged 96910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -27123304.000000 Penalty: 6057.489746
	Iteration 1F: 3 clusters Score -2.71233e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -27124700.000000 Penalty: 6057.489746
	Iteration 2Q: 3 clusters Score -2.71247e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -27126634.000000 Penalty: 6057.489746
	Iteration 3Q: 3 clusters Score -2.712663e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -27129926.000000 Penalty: 6057.489746
	Iteration 4Q: 3 clusters Score -2.712993e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -27134754.000000 Penalty: 6057.489746
	Iteration 5F: 3 clusters Score -2.713475e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 138733 members 
Entering Unmasked Estep 
Score: -27142734.000000 Penalty: 6057.489746
	Iteration 6F: 3 clusters Score -2.714273e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 152380 members 
Entering Unmasked Estep 
Score: -27151742.000000 Penalty: 6057.489746
	Iteration 7F: 3 clusters Score -2.715174e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -27159038.000000 Penalty: 6057.489746
	Iteration 8F: 3 clusters Score -2.715904e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -27164750.000000 Penalty: 6057.489746
	Iteration 9F: 3 clusters Score -2.716475e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -27168136.000000 Penalty: 6057.489746
	Iteration 10Q: 3 clusters Score -2.716814e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 186372 members 
Entering Unmasked Estep 
Score: -27170470.000000 Penalty: 6057.489746
	Iteration 11Q: 3 clusters Score -2.717047e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 188491 members 
Entering Unmasked Estep 
Score: -27171756.000000 Penalty: 6057.489746
	Iteration 12Q: 3 clusters Score -2.717176e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 189848 members 
Entering Unmasked Estep 
Score: -27172590.000000 Penalty: 6057.489746
	Iteration 13Q: 3 clusters Score -2.717259e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 190887 members 
Entering Unmasked Estep 
Score: -27172986.000000 Penalty: 6057.489746
	Iteration 14Q: 3 clusters Score -2.717299e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 191701 members 
Entering Unmasked Estep 
Score: -27173308.000000 Penalty: 6057.489746
	Iteration 15Q: 3 clusters Score -2.717331e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 192372 members 
Entering Unmasked Estep 
Score: -27173424.000000 Penalty: 6057.489746
	Iteration 16Q: 3 clusters Score -2.717342e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -27173538.000000 Penalty: 6057.489746
	Iteration 17Q: 3 clusters Score -2.717354e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 193413 members 
Entering Unmasked Estep 
Score: -27173622.000000 Penalty: 6057.489746
	Iteration 18Q: 3 clusters Score -2.717362e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -27173712.000000 Penalty: 6057.489746
	Iteration 19Q: 3 clusters Score -2.717371e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 194167 members 
Entering Unmasked Estep 
Score: -27173702.000000 Penalty: 6057.489746
	Iteration 20F: 3 clusters Score -2.71737e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -27173694.000000 Penalty: 6057.489746
	Iteration 21Q: 3 clusters Score -2.717369e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 194709 members 
Entering Unmasked Estep 
Score: -27173722.000000 Penalty: 6057.489746
	Iteration 22Q: 3 clusters Score -2.717372e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 194955 members 
Entering Unmasked Estep 
Score: -27173800.000000 Penalty: 6057.489746
	Iteration 23Q: 3 clusters Score -2.71738e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 195187 members 
Entering Unmasked Estep 
Score: -27173890.000000 Penalty: 6057.489746
	Iteration 24Q: 3 clusters Score -2.717389e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 195393 members 
Entering Unmasked Estep 
Score: -27174062.000000 Penalty: 6057.489746
	Iteration 25Q: 3 clusters Score -2.717406e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -27174124.000000 Penalty: 6057.489746
	Iteration 26Q: 3 clusters Score -2.717412e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -27174124.000000 Penalty: 6057.489746
	Iteration 27Q: 3 clusters Score -2.717412e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 195859 members 
Entering Unmasked Estep 
Score: -27174196.000000 Penalty: 6057.489746
	Iteration 28Q: 3 clusters Score -2.71742e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -27174192.000000 Penalty: 6057.489746
	Iteration 29Q: 3 clusters Score -2.717419e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 196120 members 
Entering Unmasked Estep 
Score: -27174250.000000 Penalty: 6057.489746
	Iteration 30Q: 3 clusters Score -2.717425e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 196227 members 
Entering Unmasked Estep 
Score: -27174274.000000 Penalty: 6057.489746
	Iteration 31Q: 3 clusters Score -2.717427e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 196343 members 
Entering Unmasked Estep 
Score: -27174320.000000 Penalty: 6057.489746
	Iteration 32Q: 3 clusters Score -2.717432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 196463 members 
Entering Unmasked Estep 
Score: -27174316.000000 Penalty: 6057.489746
	Iteration 33Q: 3 clusters Score -2.717432e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 196573 members 
Entering Unmasked Estep 
Score: -27174304.000000 Penalty: 6057.489746
	Iteration 34Q: 3 clusters Score -2.71743e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 196693 members 
Entering Unmasked Estep 
Score: -27174364.000000 Penalty: 6057.489746
	Iteration 35Q: 3 clusters Score -2.717436e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 196787 members 
Entering Unmasked Estep 
Score: -27174382.000000 Penalty: 6057.489746
	Iteration 36Q: 3 clusters Score -2.717438e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -27174366.000000 Penalty: 6057.489746
	Iteration 37Q: 3 clusters Score -2.717437e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 196956 members 
Entering Unmasked Estep 
Score: -27174398.000000 Penalty: 6057.489746
	Iteration 38Q: 3 clusters Score -2.71744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 197041 members 
Entering Unmasked Estep 
Score: -27174422.000000 Penalty: 6057.489746
	Iteration 39Q: 3 clusters Score -2.717442e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 197119 members 
Entering Unmasked Estep 
Score: -27174456.000000 Penalty: 6057.489746
	Iteration 40F: 3 clusters Score -2.717446e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 197184 members 
Entering Unmasked Estep 
Score: -27174502.000000 Penalty: 6057.489746
	Iteration 41Q: 3 clusters Score -2.71745e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 197243 members 
Entering Unmasked Estep 
Score: -27174502.000000 Penalty: 6057.489746
	Iteration 42Q: 3 clusters Score -2.71745e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 197302 members 
Entering Unmasked Estep 
Score: -27174538.000000 Penalty: 6057.489746
	Iteration 43Q: 3 clusters Score -2.717454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -27174572.000000 Penalty: 6057.489746
	Iteration 44Q: 3 clusters Score -2.717457e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 197401 members 
Entering Unmasked Estep 
Score: -27174600.000000 Penalty: 6057.489746
	Iteration 45Q: 3 clusters Score -2.71746e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 197451 members 
Entering Unmasked Estep 
Score: -27174570.000000 Penalty: 6057.489746
	Iteration 46Q: 3 clusters Score -2.717457e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 197497 members 
Entering Unmasked Estep 
Score: -27174570.000000 Penalty: 6057.489746
	Iteration 47Q: 3 clusters Score -2.717457e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 197545 members 
Entering Unmasked Estep 
Score: -27174558.000000 Penalty: 6057.489746
	Iteration 48Q: 3 clusters Score -2.717456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 197598 members 
Entering Unmasked Estep 
Score: -27174592.000000 Penalty: 6057.489746
	Iteration 49Q: 3 clusters Score -2.717459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 197640 members 
Entering Unmasked Estep 
Score: -27174604.000000 Penalty: 6057.489746
	Iteration 50Q: 3 clusters Score -2.71746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 197667 members 
Entering Unmasked Estep 
Score: -27174586.000000 Penalty: 6057.489746
	Iteration 51Q: 3 clusters Score -2.717459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 197706 members 
Entering Unmasked Estep 
Score: -27174578.000000 Penalty: 6057.489746
	Iteration 52Q: 3 clusters Score -2.717458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 197742 members 
Entering Unmasked Estep 
Score: -27174548.000000 Penalty: 6057.489746
	Iteration 53Q: 3 clusters Score -2.717455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -27174580.000000 Penalty: 6057.489746
	Iteration 54Q: 3 clusters Score -2.717458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 197800 members 
Entering Unmasked Estep 
Score: -27174596.000000 Penalty: 6057.489746
	Iteration 55Q: 3 clusters Score -2.71746e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 197830 members 
Entering Unmasked Estep 
Score: -27174618.000000 Penalty: 6057.489746
	Iteration 56Q: 3 clusters Score -2.717462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 197846 members 
Entering Unmasked Estep 
Score: -27174646.000000 Penalty: 6057.489746
	Iteration 57Q: 3 clusters Score -2.717465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 197867 members 
Entering Unmasked Estep 
Score: -27174648.000000 Penalty: 6057.489746
	Iteration 58Q: 3 clusters Score -2.717465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 197893 members 
Entering Unmasked Estep 
Score: -27174676.000000 Penalty: 6057.489746
	Iteration 59Q: 3 clusters Score -2.717468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 197923 members 
Entering Unmasked Estep 
Score: -27174674.000000 Penalty: 6057.489746
	Iteration 60F: 3 clusters Score -2.717467e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -27174712.000000 Penalty: 6057.489746
	Iteration 61Q: 3 clusters Score -2.717471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 197982 members 
Entering Unmasked Estep 
Score: -27174756.000000 Penalty: 6057.489746
	Iteration 62Q: 3 clusters Score -2.717476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 198003 members 
Entering Unmasked Estep 
Score: -27174752.000000 Penalty: 6057.489746
	Iteration 63Q: 3 clusters Score -2.717475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 198029 members 
Entering Unmasked Estep 
Score: -27174760.000000 Penalty: 6057.489746
	Iteration 64Q: 3 clusters Score -2.717476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 198040 members 
Entering Unmasked Estep 
Score: -27174764.000000 Penalty: 6057.489746
	Iteration 65Q: 3 clusters Score -2.717476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 198057 members 
Entering Unmasked Estep 
Score: -27174770.000000 Penalty: 6057.489746
	Iteration 66Q: 3 clusters Score -2.717477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 198075 members 
Entering Unmasked Estep 
Score: -27174784.000000 Penalty: 6057.489746
	Iteration 67Q: 3 clusters Score -2.717478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 198092 members 
Entering Unmasked Estep 
Score: -27174778.000000 Penalty: 6057.489746
	Iteration 68Q: 3 clusters Score -2.717478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 198104 members 
Entering Unmasked Estep 
Score: -27174814.000000 Penalty: 6057.489746
	Iteration 69Q: 3 clusters Score -2.717481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 198121 members 
Entering Unmasked Estep 
Score: -27174794.000000 Penalty: 6057.489746
	Iteration 70Q: 3 clusters Score -2.717479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 198133 members 
Entering Unmasked Estep 
Score: -27174824.000000 Penalty: 6057.489746
	Iteration 71Q: 3 clusters Score -2.717482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 198147 members 
Entering Unmasked Estep 
Score: -27174824.000000 Penalty: 6057.489746
	Iteration 72Q: 3 clusters Score -2.717482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 198157 members 
Entering Unmasked Estep 
Score: -27174848.000000 Penalty: 6057.489746
	Iteration 73Q: 3 clusters Score -2.717485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 198164 members 
Entering Unmasked Estep 
Score: -27174826.000000 Penalty: 6057.489746
	Iteration 74Q: 3 clusters Score -2.717483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 198173 members 
Entering Unmasked Estep 
Score: -27174846.000000 Penalty: 6057.489746
	Iteration 75Q: 3 clusters Score -2.717485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 198179 members 
Entering Unmasked Estep 
Score: -27174828.000000 Penalty: 6057.489746
	Iteration 76Q: 3 clusters Score -2.717483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 198180 members 
Entering Unmasked Estep 
Score: -27174842.000000 Penalty: 6057.489746
	Iteration 77Q: 3 clusters Score -2.717484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 198182 members 
Entering Unmasked Estep 
Score: -27174840.000000 Penalty: 6057.489746
	Iteration 78Q: 3 clusters Score -2.717484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 198182 members 
Entering Unmasked Estep 
Score: -27174840.000000 Penalty: 6057.489746
	Iteration 79F: 3 clusters Score -2.717484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Entering Unmasked Estep 
Score: -1825876.000000 Penalty: 2367.715820
	Iteration 0F: 2 clusters Score -1825876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1815604.625000 Penalty: 4735.431641
	Iteration 0F: 3 clusters Score -1815605 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1818801.125000 Penalty: 4735.431641
	Iteration 1F: 3 clusters Score -1818801 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1819211.500000 Penalty: 4735.431641
	Iteration 2F: 3 clusters Score -1819212 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1819579.250000 Penalty: 4735.431641
	Iteration 3F: 3 clusters Score -1819579 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1819897.875000 Penalty: 4735.431641
	Iteration 4Q: 3 clusters Score -1819898 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1820306.625000 Penalty: 4735.431641
	Iteration 5Q: 3 clusters Score -1820307 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1820803.000000 Penalty: 4735.431641
	Iteration 6F: 3 clusters Score -1820803 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1821382.125000 Penalty: 4735.431641
	Iteration 7F: 3 clusters Score -1821382 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1821984.625000 Penalty: 4735.431641
	Iteration 8F: 3 clusters Score -1821985 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1822592.375000 Penalty: 4735.431641
	Iteration 9Q: 3 clusters Score -1822592 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1823042.375000 Penalty: 4735.431641
	Iteration 10Q: 3 clusters Score -1823042 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1823309.875000 Penalty: 4735.431641
	Iteration 11Q: 3 clusters Score -1823310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1823474.000000 Penalty: 4735.431641
	Iteration 12Q: 3 clusters Score -1823474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1823580.500000 Penalty: 4735.431641
	Iteration 13Q: 3 clusters Score -1823580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1823663.750000 Penalty: 4735.431641
	Iteration 14Q: 3 clusters Score -1823664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1823719.750000 Penalty: 4735.431641
	Iteration 15Q: 3 clusters Score -1823720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1823761.750000 Penalty: 4735.431641
	Iteration 16Q: 3 clusters Score -1823762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1823780.375000 Penalty: 4735.431641
	Iteration 17Q: 3 clusters Score -1823780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1823791.000000 Penalty: 4735.431641
	Iteration 18Q: 3 clusters Score -1823791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1823795.625000 Penalty: 4735.431641
	Iteration 19Q: 3 clusters Score -1823796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1823799.625000 Penalty: 4735.431641
	Iteration 20F: 3 clusters Score -1823800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1823809.250000 Penalty: 4735.431641
	Iteration 21Q: 3 clusters Score -1823809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1823817.375000 Penalty: 4735.431641
	Iteration 22Q: 3 clusters Score -1823817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1823825.500000 Penalty: 4735.431641
	Iteration 23Q: 3 clusters Score -1823826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1823831.125000 Penalty: 4735.431641
	Iteration 24Q: 3 clusters Score -1823831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1823838.750000 Penalty: 4735.431641
	Iteration 25Q: 3 clusters Score -1823839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1823837.125000 Penalty: 4735.431641
	Iteration 26Q: 3 clusters Score -1823837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1823839.500000 Penalty: 4735.431641
	Iteration 27Q: 3 clusters Score -1823840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1823841.250000 Penalty: 4735.431641
	Iteration 28Q: 3 clusters Score -1823841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1823841.375000 Penalty: 4735.431641
	Iteration 29Q: 3 clusters Score -1823841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1823841.375000 Penalty: 4735.431641
	Iteration 30Q: 3 clusters Score -1823841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1823841.375000 Penalty: 4735.431641
	Iteration 31F: 3 clusters Score -1823841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234751 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159085 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39698 members 
Mstep: Class 12 contains 162170 members 
Mstep: Class 13 contains 126393 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 119410 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201326 members 
Mstep: Class 21 contains 14006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325840.000000 Penalty: 70089.187500
Iteration 279Q: 21 clusters Score -1.803258e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234741 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39720 members 
Mstep: Class 12 contains 162171 members 
Mstep: Class 13 contains 126393 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 119408 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65338 members 
Mstep: Class 20 contains 201325 members 
Mstep: Class 21 contains 13991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 280F: 21 clusters Score -1.80326e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234737 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159092 members 
Mstep: Class 9 contains 189378 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 162165 members 
Mstep: Class 13 contains 126396 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 119408 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201322 members 
Mstep: Class 21 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 281Q: 21 clusters Score -1.80326e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234740 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159101 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39777 members 
Mstep: Class 12 contains 162151 members 
Mstep: Class 13 contains 126404 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 119405 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201311 members 
Mstep: Class 21 contains 13962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 282Q: 21 clusters Score -1.803261e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234738 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159105 members 
Mstep: Class 9 contains 189366 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39810 members 
Mstep: Class 12 contains 162143 members 
Mstep: Class 13 contains 126403 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 119405 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201296 members 
Mstep: Class 21 contains 13952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 283Q: 21 clusters Score -1.80326e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234743 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159103 members 
Mstep: Class 9 contains 189361 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39835 members 
Mstep: Class 12 contains 162146 members 
Mstep: Class 13 contains 126406 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119402 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201281 members 
Mstep: Class 21 contains 13941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 284Q: 21 clusters Score -1.803261e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234743 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159096 members 
Mstep: Class 9 contains 189361 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39861 members 
Mstep: Class 12 contains 162143 members 
Mstep: Class 13 contains 126405 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119398 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201278 members 
Mstep: Class 21 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 285Q: 21 clusters Score -1.80326e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234740 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159102 members 
Mstep: Class 9 contains 189359 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39892 members 
Mstep: Class 12 contains 162139 members 
Mstep: Class 13 contains 126403 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119394 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201266 members 
Mstep: Class 21 contains 13923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 286Q: 21 clusters Score -1.80326e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234744 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159098 members 
Mstep: Class 9 contains 189360 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39922 members 
Mstep: Class 12 contains 162130 members 
Mstep: Class 13 contains 126404 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119391 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201256 members 
Mstep: Class 21 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 287Q: 21 clusters Score -1.80326e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234741 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159093 members 
Mstep: Class 9 contains 189363 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39942 members 
Mstep: Class 12 contains 162127 members 
Mstep: Class 13 contains 126405 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119389 members 
Mstep: Class 18 contains 40467 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201247 members 
Mstep: Class 21 contains 13906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 288Q: 21 clusters Score -1.80326e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234742 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 189366 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39951 members 
Mstep: Class 12 contains 162126 members 
Mstep: Class 13 contains 126403 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119387 members 
Mstep: Class 18 contains 40467 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201248 members 
Mstep: Class 21 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 289Q: 21 clusters Score -1.80326e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234737 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159089 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39963 members 
Mstep: Class 12 contains 162128 members 
Mstep: Class 13 contains 126402 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119387 members 
Mstep: Class 18 contains 40467 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201246 members 
Mstep: Class 21 contains 13892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 290Q: 21 clusters Score -1.80326e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234730 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189366 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 39982 members 
Mstep: Class 12 contains 162128 members 
Mstep: Class 13 contains 126401 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119386 members 
Mstep: Class 18 contains 40468 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201239 members 
Mstep: Class 21 contains 13891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 291Q: 21 clusters Score -1.80326e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234726 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40001 members 
Mstep: Class 12 contains 162127 members 
Mstep: Class 13 contains 126396 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119383 members 
Mstep: Class 18 contains 40467 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201235 members 
Mstep: Class 21 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 292Q: 21 clusters Score -1.80326e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234729 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40016 members 
Mstep: Class 12 contains 162124 members 
Mstep: Class 13 contains 126387 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119380 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201230 members 
Mstep: Class 21 contains 13882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 293Q: 21 clusters Score -1.80326e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234729 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159087 members 
Mstep: Class 9 contains 189370 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 162119 members 
Mstep: Class 13 contains 126390 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119378 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201225 members 
Mstep: Class 21 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 294Q: 21 clusters Score -1.80326e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234725 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159081 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40041 members 
Mstep: Class 12 contains 162116 members 
Mstep: Class 13 contains 126389 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119378 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201226 members 
Mstep: Class 21 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 295Q: 21 clusters Score -1.80326e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234728 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159080 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40060 members 
Mstep: Class 12 contains 162112 members 
Mstep: Class 13 contains 126391 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119379 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201212 members 
Mstep: Class 21 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 296Q: 21 clusters Score -1.80326e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234723 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159080 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40073 members 
Mstep: Class 12 contains 162110 members 
Mstep: Class 13 contains 126399 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119383 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201201 members 
Mstep: Class 21 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 297Q: 21 clusters Score -1.80326e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234720 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159078 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 162106 members 
Mstep: Class 13 contains 126401 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119383 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201191 members 
Mstep: Class 21 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326064.000000 Penalty: 70089.187500
Iteration 298Q: 21 clusters Score -1.803261e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234723 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159079 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40115 members 
Mstep: Class 12 contains 162093 members 
Mstep: Class 13 contains 126406 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119385 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201178 members 
Mstep: Class 21 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325856.000000 Penalty: 70089.187500
Iteration 299Q: 21 clusters Score -1.803259e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234707 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159083 members 
Mstep: Class 9 contains 189379 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 162086 members 
Mstep: Class 13 contains 126411 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119388 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65337 members 
Mstep: Class 20 contains 201173 members 
Mstep: Class 21 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 300F: 21 clusters Score -1.80326e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234694 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40146 members 
Mstep: Class 12 contains 162088 members 
Mstep: Class 13 contains 126411 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119391 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 201161 members 
Mstep: Class 21 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 301Q: 21 clusters Score -1.803261e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234692 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159089 members 
Mstep: Class 9 contains 189382 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40170 members 
Mstep: Class 12 contains 162086 members 
Mstep: Class 13 contains 126406 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119392 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201152 members 
Mstep: Class 21 contains 13841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 302Q: 21 clusters Score -1.80326e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234692 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159091 members 
Mstep: Class 9 contains 189378 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40186 members 
Mstep: Class 12 contains 162084 members 
Mstep: Class 13 contains 126403 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119392 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201145 members 
Mstep: Class 21 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 303Q: 21 clusters Score -1.80326e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234695 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159087 members 
Mstep: Class 9 contains 189378 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40207 members 
Mstep: Class 12 contains 162076 members 
Mstep: Class 13 contains 126403 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119394 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201134 members 
Mstep: Class 21 contains 13837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 304Q: 21 clusters Score -1.80326e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234696 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 159089 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40226 members 
Mstep: Class 12 contains 162064 members 
Mstep: Class 13 contains 126400 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119395 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201126 members 
Mstep: Class 21 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 305Q: 21 clusters Score -1.80326e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234694 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3049 members 
Mstep: Class 8 contains 159088 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40247 members 
Mstep: Class 12 contains 162057 members 
Mstep: Class 13 contains 126395 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119397 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201120 members 
Mstep: Class 21 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 306Q: 21 clusters Score -1.80326e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234694 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159086 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 162055 members 
Mstep: Class 13 contains 126388 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119400 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65331 members 
Mstep: Class 20 contains 201118 members 
Mstep: Class 21 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 307Q: 21 clusters Score -1.80326e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234695 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159084 members 
Mstep: Class 9 contains 189377 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 162048 members 
Mstep: Class 13 contains 126383 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119398 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65331 members 
Mstep: Class 20 contains 201118 members 
Mstep: Class 21 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 308Q: 21 clusters Score -1.80326e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234695 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159080 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 162049 members 
Mstep: Class 13 contains 126380 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 119395 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201111 members 
Mstep: Class 21 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325920.000000 Penalty: 70089.187500
Iteration 309Q: 21 clusters Score -1.803259e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234693 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159078 members 
Mstep: Class 9 contains 189375 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40308 members 
Mstep: Class 12 contains 162045 members 
Mstep: Class 13 contains 126380 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 119394 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201107 members 
Mstep: Class 21 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 310Q: 21 clusters Score -1.80326e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234695 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159071 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40325 members 
Mstep: Class 12 contains 162045 members 
Mstep: Class 13 contains 126376 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119392 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201103 members 
Mstep: Class 21 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325872.000000 Penalty: 70089.187500
Iteration 311Q: 21 clusters Score -1.803259e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234692 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159069 members 
Mstep: Class 9 contains 189374 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40339 members 
Mstep: Class 12 contains 162052 members 
Mstep: Class 13 contains 126365 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119389 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201099 members 
Mstep: Class 21 contains 13828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325888.000000 Penalty: 70089.187500
Iteration 312Q: 21 clusters Score -1.803259e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234689 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159067 members 
Mstep: Class 9 contains 189375 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40352 members 
Mstep: Class 12 contains 162051 members 
Mstep: Class 13 contains 126366 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119387 members 
Mstep: Class 18 contains 40466 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201093 members 
Mstep: Class 21 contains 13827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325888.000000 Penalty: 70089.187500
Iteration 313Q: 21 clusters Score -1.803259e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234679 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159068 members 
Mstep: Class 9 contains 189375 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40368 members 
Mstep: Class 12 contains 162048 members 
Mstep: Class 13 contains 126367 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119385 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201092 members 
Mstep: Class 21 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 314Q: 21 clusters Score -1.80326e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234677 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159066 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40382 members 
Mstep: Class 12 contains 162040 members 
Mstep: Class 13 contains 126362 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119386 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201093 members 
Mstep: Class 21 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 315Q: 21 clusters Score -1.80326e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234677 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159065 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40395 members 
Mstep: Class 12 contains 162039 members 
Mstep: Class 13 contains 126359 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119383 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201088 members 
Mstep: Class 21 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 316Q: 21 clusters Score -1.80326e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234675 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159065 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40415 members 
Mstep: Class 12 contains 162040 members 
Mstep: Class 13 contains 126351 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201082 members 
Mstep: Class 21 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 317Q: 21 clusters Score -1.80326e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234677 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159064 members 
Mstep: Class 9 contains 189372 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 162032 members 
Mstep: Class 13 contains 126346 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119381 members 
Mstep: Class 18 contains 40465 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201074 members 
Mstep: Class 21 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 318Q: 21 clusters Score -1.80326e+08 nChanged 45
Entering ConstructFrom: 
Score: -180325952.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54819.320312 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54819.32 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55152.085938 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55152.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55331.511719 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55331.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55432.292969 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -55432.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55513.593750 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55513.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55613.578125 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55613.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55730.582031 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55730.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55841.539062 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55841.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55924.054688 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55924.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55958.683594 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55958.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55984.500000 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -55984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55996.316406 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -55996.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56004.101562 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -56004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56017.167969 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -56017.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56020.308594 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -56020.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56020.308594 Penalty: 3079.460693
	Iteration 15F: 3 clusters Score -56020.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234680 members 
Entering Unmasked Estep 
Score: -31391918.000000 Penalty: 3066.762695
	Iteration 0F: 2 clusters Score -3.139192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117690 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -31245618.000000 Penalty: 6133.525391
	Iteration 0F: 3 clusters Score -3.124562e+07 nChanged 113483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -31311914.000000 Penalty: 6133.525391
	Iteration 1F: 3 clusters Score -3.131191e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -31313176.000000 Penalty: 6133.525391
	Iteration 2Q: 3 clusters Score -3.131318e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -31315104.000000 Penalty: 6133.525391
	Iteration 3Q: 3 clusters Score -3.13151e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -31318854.000000 Penalty: 6133.525391
	Iteration 4Q: 3 clusters Score -3.131885e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -31325822.000000 Penalty: 6133.525391
	Iteration 5F: 3 clusters Score -3.132582e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162700 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -31337452.000000 Penalty: 6133.525391
	Iteration 6F: 3 clusters Score -3.133745e+07 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -31354244.000000 Penalty: 6133.525391
	Iteration 7F: 3 clusters Score -3.135424e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197557 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -31370772.000000 Penalty: 6133.525391
	Iteration 8F: 3 clusters Score -3.137077e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211207 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -31382654.000000 Penalty: 6133.525391
	Iteration 9F: 3 clusters Score -3.138265e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218326 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -31388878.000000 Penalty: 6133.525391
	Iteration 10Q: 3 clusters Score -3.138888e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221204 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -31390904.000000 Penalty: 6133.525391
	Iteration 11Q: 3 clusters Score -3.13909e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222847 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -31391208.000000 Penalty: 6133.525391
	Iteration 12Q: 3 clusters Score -3.139121e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223994 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -31391384.000000 Penalty: 6133.525391
	Iteration 13Q: 3 clusters Score -3.139138e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224873 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -31391454.000000 Penalty: 6133.525391
	Iteration 14Q: 3 clusters Score -3.139145e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225573 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -31391492.000000 Penalty: 6133.525391
	Iteration 15Q: 3 clusters Score -3.139149e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226156 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -31391430.000000 Penalty: 6133.525391
	Iteration 16Q: 3 clusters Score -3.139143e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226697 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -31391372.000000 Penalty: 6133.525391
	Iteration 17Q: 3 clusters Score -3.139137e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227175 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -31391290.000000 Penalty: 6133.525391
	Iteration 18Q: 3 clusters Score -3.139129e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227620 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -31391212.000000 Penalty: 6133.525391
	Iteration 19Q: 3 clusters Score -3.139121e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228034 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -31391146.000000 Penalty: 6133.525391
	Iteration 20F: 3 clusters Score -3.139115e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228358 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -31391094.000000 Penalty: 6133.525391
	Iteration 21Q: 3 clusters Score -3.139109e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228654 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -31391054.000000 Penalty: 6133.525391
	Iteration 22Q: 3 clusters Score -3.139105e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228910 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -31390992.000000 Penalty: 6133.525391
	Iteration 23Q: 3 clusters Score -3.139099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229145 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -31390922.000000 Penalty: 6133.525391
	Iteration 24Q: 3 clusters Score -3.139092e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229365 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -31390870.000000 Penalty: 6133.525391
	Iteration 25Q: 3 clusters Score -3.139087e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229564 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -31390846.000000 Penalty: 6133.525391
	Iteration 26Q: 3 clusters Score -3.139085e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -31390910.000000 Penalty: 6133.525391
	Iteration 27Q: 3 clusters Score -3.139091e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229917 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -31390900.000000 Penalty: 6133.525391
	Iteration 28Q: 3 clusters Score -3.13909e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230069 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -31390856.000000 Penalty: 6133.525391
	Iteration 29Q: 3 clusters Score -3.139086e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230206 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -31390782.000000 Penalty: 6133.525391
	Iteration 30Q: 3 clusters Score -3.139078e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230354 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -31390740.000000 Penalty: 6133.525391
	Iteration 31Q: 3 clusters Score -3.139074e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230491 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -31390716.000000 Penalty: 6133.525391
	Iteration 32Q: 3 clusters Score -3.139072e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230623 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -31390684.000000 Penalty: 6133.525391
	Iteration 33Q: 3 clusters Score -3.139068e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -31390706.000000 Penalty: 6133.525391
	Iteration 34Q: 3 clusters Score -3.139071e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230847 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -31390670.000000 Penalty: 6133.525391
	Iteration 35Q: 3 clusters Score -3.139067e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230934 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -31390642.000000 Penalty: 6133.525391
	Iteration 36Q: 3 clusters Score -3.139064e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231013 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -31390596.000000 Penalty: 6133.525391
	Iteration 37Q: 3 clusters Score -3.13906e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231095 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -31390576.000000 Penalty: 6133.525391
	Iteration 38Q: 3 clusters Score -3.139058e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231191 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -31390576.000000 Penalty: 6133.525391
	Iteration 39Q: 3 clusters Score -3.139058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231278 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -31390546.000000 Penalty: 6133.525391
	Iteration 40F: 3 clusters Score -3.139055e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231368 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -31390510.000000 Penalty: 6133.525391
	Iteration 41Q: 3 clusters Score -3.139051e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231445 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -31390502.000000 Penalty: 6133.525391
	Iteration 42Q: 3 clusters Score -3.13905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231515 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -31390512.000000 Penalty: 6133.525391
	Iteration 43Q: 3 clusters Score -3.139051e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231585 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -31390480.000000 Penalty: 6133.525391
	Iteration 44Q: 3 clusters Score -3.139048e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231658 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -31390460.000000 Penalty: 6133.525391
	Iteration 45Q: 3 clusters Score -3.139046e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231722 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -31390408.000000 Penalty: 6133.525391
	Iteration 46Q: 3 clusters Score -3.139041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231796 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31390346.000000 Penalty: 6133.525391
	Iteration 47Q: 3 clusters Score -3.139035e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231859 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -31390378.000000 Penalty: 6133.525391
	Iteration 48Q: 3 clusters Score -3.139038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231923 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -31390362.000000 Penalty: 6133.525391
	Iteration 49Q: 3 clusters Score -3.139036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231978 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -31390328.000000 Penalty: 6133.525391
	Iteration 50Q: 3 clusters Score -3.139033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232017 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -31390334.000000 Penalty: 6133.525391
	Iteration 51Q: 3 clusters Score -3.139033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232043 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -31390298.000000 Penalty: 6133.525391
	Iteration 52Q: 3 clusters Score -3.13903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232072 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -31390290.000000 Penalty: 6133.525391
	Iteration 53Q: 3 clusters Score -3.139029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232090 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -31390274.000000 Penalty: 6133.525391
	Iteration 54Q: 3 clusters Score -3.139027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232102 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -31390250.000000 Penalty: 6133.525391
	Iteration 55Q: 3 clusters Score -3.139025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232116 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -31390240.000000 Penalty: 6133.525391
	Iteration 56Q: 3 clusters Score -3.139024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232139 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -31390230.000000 Penalty: 6133.525391
	Iteration 57Q: 3 clusters Score -3.139023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232164 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -31390222.000000 Penalty: 6133.525391
	Iteration 58Q: 3 clusters Score -3.139022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232184 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -31390180.000000 Penalty: 6133.525391
	Iteration 59Q: 3 clusters Score -3.139018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232204 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -31390212.000000 Penalty: 6133.525391
	Iteration 60F: 3 clusters Score -3.139021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -31390184.000000 Penalty: 6133.525391
	Iteration 61Q: 3 clusters Score -3.139018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232232 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -31390190.000000 Penalty: 6133.525391
	Iteration 62Q: 3 clusters Score -3.139019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232248 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -31390164.000000 Penalty: 6133.525391
	Iteration 63Q: 3 clusters Score -3.139016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232261 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -31390150.000000 Penalty: 6133.525391
	Iteration 64Q: 3 clusters Score -3.139015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232272 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -31390156.000000 Penalty: 6133.525391
	Iteration 65Q: 3 clusters Score -3.139016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232288 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -31390134.000000 Penalty: 6133.525391
	Iteration 66Q: 3 clusters Score -3.139013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232303 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31390148.000000 Penalty: 6133.525391
	Iteration 67Q: 3 clusters Score -3.139015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232319 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -31390150.000000 Penalty: 6133.525391
	Iteration 68Q: 3 clusters Score -3.139015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232336 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -31390136.000000 Penalty: 6133.525391
	Iteration 69Q: 3 clusters Score -3.139014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232357 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -31390158.000000 Penalty: 6133.525391
	Iteration 70Q: 3 clusters Score -3.139016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232377 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -31390148.000000 Penalty: 6133.525391
	Iteration 71Q: 3 clusters Score -3.139015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -31390154.000000 Penalty: 6133.525391
	Iteration 72Q: 3 clusters Score -3.139015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232417 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -31390146.000000 Penalty: 6133.525391
	Iteration 73Q: 3 clusters Score -3.139015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232434 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -31390146.000000 Penalty: 6133.525391
	Iteration 74Q: 3 clusters Score -3.139015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232448 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -31390142.000000 Penalty: 6133.525391
	Iteration 75Q: 3 clusters Score -3.139014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232466 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -31390154.000000 Penalty: 6133.525391
	Iteration 76Q: 3 clusters Score -3.139015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232479 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -31390132.000000 Penalty: 6133.525391
	Iteration 77Q: 3 clusters Score -3.139013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232493 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -31390110.000000 Penalty: 6133.525391
	Iteration 78Q: 3 clusters Score -3.139011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232506 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -31390108.000000 Penalty: 6133.525391
	Iteration 79Q: 3 clusters Score -3.139011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232515 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -31390104.000000 Penalty: 6133.525391
	Iteration 80F: 3 clusters Score -3.13901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232521 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -31390092.000000 Penalty: 6133.525391
	Iteration 81Q: 3 clusters Score -3.139009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232525 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -31390100.000000 Penalty: 6133.525391
	Iteration 82Q: 3 clusters Score -3.13901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232531 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -31390070.000000 Penalty: 6133.525391
	Iteration 83Q: 3 clusters Score -3.139007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232538 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -31390080.000000 Penalty: 6133.525391
	Iteration 84Q: 3 clusters Score -3.139008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232542 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -31390078.000000 Penalty: 6133.525391
	Iteration 85Q: 3 clusters Score -3.139008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232551 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -31390080.000000 Penalty: 6133.525391
	Iteration 86Q: 3 clusters Score -3.139008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232558 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -31390078.000000 Penalty: 6133.525391
	Iteration 87Q: 3 clusters Score -3.139008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232566 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -31390072.000000 Penalty: 6133.525391
	Iteration 88Q: 3 clusters Score -3.139007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232577 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -31390070.000000 Penalty: 6133.525391
	Iteration 89Q: 3 clusters Score -3.139007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -31390070.000000 Penalty: 6133.525391
	Iteration 90Q: 3 clusters Score -3.139007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232603 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -31390070.000000 Penalty: 6133.525391
	Iteration 91Q: 3 clusters Score -3.139007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232610 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -31390068.000000 Penalty: 6133.525391
	Iteration 92Q: 3 clusters Score -3.139007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232616 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -31390044.000000 Penalty: 6133.525391
	Iteration 93Q: 3 clusters Score -3.139004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232617 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -31390032.000000 Penalty: 6133.525391
	Iteration 94Q: 3 clusters Score -3.139003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232622 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -31390044.000000 Penalty: 6133.525391
	Iteration 95Q: 3 clusters Score -3.139004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232623 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -31390038.000000 Penalty: 6133.525391
	Iteration 96Q: 3 clusters Score -3.139004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232624 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -31390050.000000 Penalty: 6133.525391
	Iteration 97Q: 3 clusters Score -3.139005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232623 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -31390058.000000 Penalty: 6133.525391
	Iteration 98Q: 3 clusters Score -3.139006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232623 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -31390058.000000 Penalty: 6133.525391
	Iteration 99F: 3 clusters Score -3.139006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 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 288 members 
Entering Unmasked Estep 
Score: -70262.476562 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70262.48 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70499.445312 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70499.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70578.570312 Penalty: 3163.699219
	Iteration 2Q: 3 clusters Score -70578.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70674.093750 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -70674.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70790.718750 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -70790.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70925.468750 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -70925.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70967.867188 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -70967.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71026.046875 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -71026.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71055.804688 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -71055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71105.750000 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -71105.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71249.648438 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -71249.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71315.234375 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71315.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71379.601562 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -71379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71419.250000 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -71419.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71445.953125 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -71445.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71469.578125 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -71469.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71470.914062 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -71470.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71472.851562 Penalty: 3163.699219
	Iteration 17F: 3 clusters Score -71472.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71479.085938 Penalty: 3163.699219
	Iteration 18Q: 3 clusters Score -71479.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71479.085938 Penalty: 3163.699219
	Iteration 19F: 3 clusters Score -71479.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -186734.453125 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -186734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -184443.031250 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -184443 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184809.765625 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -184809.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184929.781250 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -184929.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184984.046875 Penalty: 3623.373291
	Iteration 3Q: 3 clusters Score -184984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -185023.421875 Penalty: 3623.373291
	Iteration 4Q: 3 clusters Score -185023.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -185048.218750 Penalty: 3623.373291
	Iteration 5Q: 3 clusters Score -185048.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185068.703125 Penalty: 3623.373291
	Iteration 6Q: 3 clusters Score -185068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185085.312500 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -185085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185091.984375 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -185092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185097.625000 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -185097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185100.484375 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -185100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185101.890625 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -185101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185102.703125 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -185102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185102.703125 Penalty: 3623.373291
	Iteration 13F: 3 clusters Score -185102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -104626.132812 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -104626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102845.984375 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -102846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103262.726562 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -103262.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103539.750000 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -103539.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103771.093750 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -103771.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103952.867188 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -103952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104040.726562 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -104040.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104085.351562 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -104085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104116.234375 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -104116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104145.445312 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -104145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104152.484375 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -104152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104170.726562 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -104170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104192.882812 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -104192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -104206.671875 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -104206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104217.632812 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -104217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104224.609375 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -104224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104232.039062 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -104232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104234.382812 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -104234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104238.601562 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -104238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104239.789062 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -104239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104239.789062 Penalty: 3353.165527
	Iteration 19F: 3 clusters Score -104239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -527951.312500 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -527951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -523986.375000 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -523986.4 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -524990.625000 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -524990.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -525250.937500 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -525250.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -525414.875000 Penalty: 4131.270996
	Iteration 3F: 3 clusters Score -525414.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -525557.437500 Penalty: 4131.270996
	Iteration 4Q: 3 clusters Score -525557.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -525661.687500 Penalty: 4131.270996
	Iteration 5Q: 3 clusters Score -525661.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -525738.937500 Penalty: 4131.270996
	Iteration 6Q: 3 clusters Score -525738.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -525807.562500 Penalty: 4131.270996
	Iteration 7Q: 3 clusters Score -525807.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -525868.750000 Penalty: 4131.270996
	Iteration 8Q: 3 clusters Score -525868.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -525932.062500 Penalty: 4131.270996
	Iteration 9Q: 3 clusters Score -525932.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -525984.437500 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -525984.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -526038.125000 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -526038.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -526090.937500 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -526090.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -526129.875000 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -526129.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -526159.562500 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -526159.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -526183.812500 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -526183.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -526207.250000 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -526207.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -526235.875000 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -526235.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -526265.437500 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -526265.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -526307.875000 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -526307.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -526338.875000 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -526338.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -526357.562500 Penalty: 4131.270996
	Iteration 21Q: 3 clusters Score -526357.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -526376.375000 Penalty: 4131.270996
	Iteration 22Q: 3 clusters Score -526376.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -526389.812500 Penalty: 4131.270996
	Iteration 23Q: 3 clusters Score -526389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -526398.375000 Penalty: 4131.270996
	Iteration 24Q: 3 clusters Score -526398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -526404.062500 Penalty: 4131.270996
	Iteration 25Q: 3 clusters Score -526404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -526410.875000 Penalty: 4131.270996
	Iteration 26Q: 3 clusters Score -526410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -526418.875000 Penalty: 4131.270996
	Iteration 27Q: 3 clusters Score -526418.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -526429.250000 Penalty: 4131.270996
	Iteration 28Q: 3 clusters Score -526429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -526437.375000 Penalty: 4131.270996
	Iteration 29Q: 3 clusters Score -526437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -526449.187500 Penalty: 4131.270996
	Iteration 30Q: 3 clusters Score -526449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -526463.562500 Penalty: 4131.270996
	Iteration 31Q: 3 clusters Score -526463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -526475.687500 Penalty: 4131.270996
	Iteration 32Q: 3 clusters Score -526475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -526486.250000 Penalty: 4131.270996
	Iteration 33Q: 3 clusters Score -526486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -526493.625000 Penalty: 4131.270996
	Iteration 34Q: 3 clusters Score -526493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -526498.750000 Penalty: 4131.270996
	Iteration 35Q: 3 clusters Score -526498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -526501.812500 Penalty: 4131.270996
	Iteration 36Q: 3 clusters Score -526501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -526503.250000 Penalty: 4131.270996
	Iteration 37Q: 3 clusters Score -526503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -526504.250000 Penalty: 4131.270996
	Iteration 38Q: 3 clusters Score -526504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -526504.125000 Penalty: 4131.270996
	Iteration 39Q: 3 clusters Score -526504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -526505.500000 Penalty: 4131.270996
	Iteration 40F: 3 clusters Score -526505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -403249.593750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -403249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -400000.187500 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -400000.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -400725.093750 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -400725.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -400932.406250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -400932.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -401098.281250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -401098.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -401280.093750 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -401280.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -401475.031250 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -401475 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -401688.093750 Penalty: 3979.031250
	Iteration 6F: 3 clusters Score -401688.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -401865.250000 Penalty: 3979.031250
	Iteration 7F: 3 clusters Score -401865.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -401995.718750 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -401995.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -402073.062500 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -402073.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -402148.625000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -402148.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -402202.906250 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -402202.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -402250.031250 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -402250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -402304.812500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -402304.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -402363.625000 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -402363.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -402409.156250 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -402409.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402454.968750 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -402455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -402497.218750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -402497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -402525.125000 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -402525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -402540.406250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -402540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -402547.187500 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -402547.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -402555.312500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -402555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -402560.750000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -402560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -402565.437500 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -402565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -402568.656250 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -402568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -402571.937500 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -402571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -402575.187500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -402575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -402580.437500 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -402580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -402581.687500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -402581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402583.312500 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -402583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -402583.593750 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -402583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -402583.593750 Penalty: 3979.031250
	Iteration 31F: 3 clusters Score -402583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Entering Unmasked Estep 
Score: -21454164.000000 Penalty: 2970.311523
	Iteration 0F: 2 clusters Score -2.145416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -21349456.000000 Penalty: 5940.623047
	Iteration 0F: 3 clusters Score -2.134946e+07 nChanged 76325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -21394860.000000 Penalty: 5940.623047
	Iteration 1F: 3 clusters Score -2.139486e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -21396378.000000 Penalty: 5940.623047
	Iteration 2Q: 3 clusters Score -2.139638e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -21398376.000000 Penalty: 5940.623047
	Iteration 3Q: 3 clusters Score -2.139838e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -21401208.000000 Penalty: 5940.623047
	Iteration 4Q: 3 clusters Score -2.140121e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -21404892.000000 Penalty: 5940.623047
	Iteration 5Q: 3 clusters Score -2.140489e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -21409660.000000 Penalty: 5940.623047
	Iteration 6F: 3 clusters Score -2.140966e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -21416110.000000 Penalty: 5940.623047
	Iteration 7F: 3 clusters Score -2.141611e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -21423256.000000 Penalty: 5940.623047
	Iteration 8F: 3 clusters Score -2.142326e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -21429450.000000 Penalty: 5940.623047
	Iteration 9F: 3 clusters Score -2.142945e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -21433228.000000 Penalty: 5940.623047
	Iteration 10Q: 3 clusters Score -2.143323e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 121789 members 
Entering Unmasked Estep 
Score: -21435136.000000 Penalty: 5940.623047
	Iteration 11Q: 3 clusters Score -2.143514e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 124535 members 
Entering Unmasked Estep 
Score: -21436402.000000 Penalty: 5940.623047
	Iteration 12Q: 3 clusters Score -2.14364e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 127392 members 
Entering Unmasked Estep 
Score: -21437592.000000 Penalty: 5940.623047
	Iteration 13Q: 3 clusters Score -2.143759e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 130322 members 
Entering Unmasked Estep 
Score: -21438718.000000 Penalty: 5940.623047
	Iteration 14Q: 3 clusters Score -2.143872e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -21439944.000000 Penalty: 5940.623047
	Iteration 15Q: 3 clusters Score -2.143994e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -21441226.000000 Penalty: 5940.623047
	Iteration 16Q: 3 clusters Score -2.144123e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -21442520.000000 Penalty: 5940.623047
	Iteration 17Q: 3 clusters Score -2.144252e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -21443864.000000 Penalty: 5940.623047
	Iteration 18Q: 3 clusters Score -2.144386e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -21445060.000000 Penalty: 5940.623047
	Iteration 19Q: 3 clusters Score -2.144506e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 146851 members 
Entering Unmasked Estep 
Score: -21446384.000000 Penalty: 5940.623047
	Iteration 20F: 3 clusters Score -2.144638e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -21447474.000000 Penalty: 5940.623047
	Iteration 21Q: 3 clusters Score -2.144747e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -21448568.000000 Penalty: 5940.623047
	Iteration 22Q: 3 clusters Score -2.144857e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -21449244.000000 Penalty: 5940.623047
	Iteration 23Q: 3 clusters Score -2.144924e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -21449804.000000 Penalty: 5940.623047
	Iteration 24Q: 3 clusters Score -2.14498e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -21450290.000000 Penalty: 5940.623047
	Iteration 25Q: 3 clusters Score -2.145029e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 155686 members 
Entering Unmasked Estep 
Score: -21450640.000000 Penalty: 5940.623047
	Iteration 26Q: 3 clusters Score -2.145064e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -21450874.000000 Penalty: 5940.623047
	Iteration 27Q: 3 clusters Score -2.145087e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -21451012.000000 Penalty: 5940.623047
	Iteration 28Q: 3 clusters Score -2.145101e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 157117 members 
Entering Unmasked Estep 
Score: -21451192.000000 Penalty: 5940.623047
	Iteration 29Q: 3 clusters Score -2.145119e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -21451322.000000 Penalty: 5940.623047
	Iteration 30Q: 3 clusters Score -2.145132e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -21451426.000000 Penalty: 5940.623047
	Iteration 31Q: 3 clusters Score -2.145143e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -21451510.000000 Penalty: 5940.623047
	Iteration 32Q: 3 clusters Score -2.145151e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -21451586.000000 Penalty: 5940.623047
	Iteration 33Q: 3 clusters Score -2.145159e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
Score: -21451620.000000 Penalty: 5940.623047
	Iteration 34Q: 3 clusters Score -2.145162e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -21451628.000000 Penalty: 5940.623047
	Iteration 35Q: 3 clusters Score -2.145163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -21451616.000000 Penalty: 5940.623047
	Iteration 36Q: 3 clusters Score -2.145162e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -21451638.000000 Penalty: 5940.623047
	Iteration 37Q: 3 clusters Score -2.145164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -21451650.000000 Penalty: 5940.623047
	Iteration 38Q: 3 clusters Score -2.145165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -21451674.000000 Penalty: 5940.623047
	Iteration 39Q: 3 clusters Score -2.145167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -21451682.000000 Penalty: 5940.623047
	Iteration 40F: 3 clusters Score -2.145168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -21451686.000000 Penalty: 5940.623047
	Iteration 41Q: 3 clusters Score -2.145169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -21451684.000000 Penalty: 5940.623047
	Iteration 42Q: 3 clusters Score -2.145168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -21451694.000000 Penalty: 5940.623047
	Iteration 43Q: 3 clusters Score -2.145169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -21451728.000000 Penalty: 5940.623047
	Iteration 44Q: 3 clusters Score -2.145173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -21451736.000000 Penalty: 5940.623047
	Iteration 45Q: 3 clusters Score -2.145174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 158204 members 
Entering Unmasked Estep 
Score: -21451722.000000 Penalty: 5940.623047
	Iteration 46Q: 3 clusters Score -2.145172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -21451716.000000 Penalty: 5940.623047
	Iteration 47Q: 3 clusters Score -2.145172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -21451722.000000 Penalty: 5940.623047
	Iteration 48Q: 3 clusters Score -2.145172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -21451732.000000 Penalty: 5940.623047
	Iteration 49Q: 3 clusters Score -2.145173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -21451730.000000 Penalty: 5940.623047
	Iteration 50Q: 3 clusters Score -2.145173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -21451748.000000 Penalty: 5940.623047
	Iteration 51Q: 3 clusters Score -2.145175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -21451748.000000 Penalty: 5940.623047
	Iteration 52F: 3 clusters Score -2.145175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189368 members 
Entering Unmasked Estep 
Score: -25421548.000000 Penalty: 3013.558838
	Iteration 0F: 2 clusters Score -2.542155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -25298672.000000 Penalty: 6027.117676
	Iteration 0F: 3 clusters Score -2.529867e+07 nChanged 90997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -25352188.000000 Penalty: 6027.117676
	Iteration 1F: 3 clusters Score -2.535219e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -25353714.000000 Penalty: 6027.117676
	Iteration 2Q: 3 clusters Score -2.535371e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -25356240.000000 Penalty: 6027.117676
	Iteration 3Q: 3 clusters Score -2.535624e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -25360820.000000 Penalty: 6027.117676
	Iteration 4F: 3 clusters Score -2.536082e+07 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -25369950.000000 Penalty: 6027.117676
	Iteration 5F: 3 clusters Score -2.536995e+07 nChanged 17219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -25384926.000000 Penalty: 6027.117676
	Iteration 6F: 3 clusters Score -2.538493e+07 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 167649 members 
Entering Unmasked Estep 
Score: -25401718.000000 Penalty: 6027.117676
	Iteration 7F: 3 clusters Score -2.540172e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -25413222.000000 Penalty: 6027.117676
	Iteration 8F: 3 clusters Score -2.541322e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 185990 members 
Entering Unmasked Estep 
Score: -25417364.000000 Penalty: 6027.117676
	Iteration 9Q: 3 clusters Score -2.541736e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -25418692.000000 Penalty: 6027.117676
	Iteration 10Q: 3 clusters Score -2.541869e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 188512 members 
Entering Unmasked Estep 
Score: -25419054.000000 Penalty: 6027.117676
	Iteration 11Q: 3 clusters Score -2.541905e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 188674 members 
Entering Unmasked Estep 
Score: -25419264.000000 Penalty: 6027.117676
	Iteration 12Q: 3 clusters Score -2.541926e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 188728 members 
Entering Unmasked Estep 
Score: -25419366.000000 Penalty: 6027.117676
	Iteration 13Q: 3 clusters Score -2.541937e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 188747 members 
Entering Unmasked Estep 
Score: -25419430.000000 Penalty: 6027.117676
	Iteration 14Q: 3 clusters Score -2.541943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 188762 members 
Entering Unmasked Estep 
Score: -25419446.000000 Penalty: 6027.117676
	Iteration 15Q: 3 clusters Score -2.541945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 188766 members 
Entering Unmasked Estep 
Score: -25419440.000000 Penalty: 6027.117676
	Iteration 16Q: 3 clusters Score -2.541944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 188778 members 
Entering Unmasked Estep 
Score: -25419446.000000 Penalty: 6027.117676
	Iteration 17Q: 3 clusters Score -2.541945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 188779 members 
Entering Unmasked Estep 
Score: -25419438.000000 Penalty: 6027.117676
	Iteration 18Q: 3 clusters Score -2.541944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 188782 members 
Entering Unmasked Estep 
Score: -25419466.000000 Penalty: 6027.117676
	Iteration 19Q: 3 clusters Score -2.541947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 188782 members 
Entering Unmasked Estep 
Score: -25419484.000000 Penalty: 6027.117676
	Iteration 20F: 3 clusters Score -2.541948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 188788 members 
Entering Unmasked Estep 
Score: -25419480.000000 Penalty: 6027.117676
	Iteration 21Q: 3 clusters Score -2.541948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 188787 members 
Entering Unmasked Estep 
Score: -25419490.000000 Penalty: 6027.117676
	Iteration 22Q: 3 clusters Score -2.541949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -25419484.000000 Penalty: 6027.117676
	Iteration 23Q: 3 clusters Score -2.541948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 188783 members 
Entering Unmasked Estep 
Score: -25419486.000000 Penalty: 6027.117676
	Iteration 24Q: 3 clusters Score -2.541949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 188784 members 
Entering Unmasked Estep 
Score: -25419492.000000 Penalty: 6027.117676
	Iteration 25Q: 3 clusters Score -2.541949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 188784 members 
Entering Unmasked Estep 
Score: -25419492.000000 Penalty: 6027.117676
	Iteration 26F: 3 clusters Score -2.541949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 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 469 members 
Entering Unmasked Estep 
Score: -116661.843750 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116661.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116951.960938 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117123.312500 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117123.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117276.515625 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -117276.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117371.445312 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117371.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117423.078125 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117423.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117449.562500 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117449.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117480.828125 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117508.789062 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117565.929688 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117565.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117627.703125 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117627.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117716.898438 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117716.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117807.523438 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117807.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117924.726562 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117924.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118049.929688 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -118049.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118159.890625 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -118159.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118213.960938 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -118214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118244.039062 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -118244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118272.460938 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -118272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118388.445312 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -118388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118649.593750 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -118649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234680 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159064 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 162029 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201068 members 
Mstep: Class 21 contains 13823 members 
Entering Unmasked Estep 
Score: -180324672.000000 Penalty: 73593.648438
Splitting cluster 10 changes total score from -180325952.000000 to -180324672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (40459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Entering Unmasked Estep 
Score: -5335874.000000 Penalty: 2630.795166
	Iteration 0F: 2 clusters Score -5335874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5308521.000000 Penalty: 5261.590332
	Iteration 0F: 3 clusters Score -5308521 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5318892.500000 Penalty: 5261.590332
	Iteration 1F: 3 clusters Score -5318892 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5319444.000000 Penalty: 5261.590332
	Iteration 2Q: 3 clusters Score -5319444 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5319938.000000 Penalty: 5261.590332
	Iteration 3Q: 3 clusters Score -5319938 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5320537.000000 Penalty: 5261.590332
	Iteration 4Q: 3 clusters Score -5320537 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -5321175.500000 Penalty: 5261.590332
	Iteration 5Q: 3 clusters Score -5321176 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5321984.000000 Penalty: 5261.590332
	Iteration 6Q: 3 clusters Score -5321984 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -5323017.500000 Penalty: 5261.590332
	Iteration 7F: 3 clusters Score -5323018 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5324330.000000 Penalty: 5261.590332
	Iteration 8F: 3 clusters Score -5324330 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5325825.000000 Penalty: 5261.590332
	Iteration 9F: 3 clusters Score -5325825 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -5327513.500000 Penalty: 5261.590332
	Iteration 10F: 3 clusters Score -5327514 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -5328949.000000 Penalty: 5261.590332
	Iteration 11F: 3 clusters Score -5328949 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -5330194.000000 Penalty: 5261.590332
	Iteration 12Q: 3 clusters Score -5330194 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -5331064.500000 Penalty: 5261.590332
	Iteration 13Q: 3 clusters Score -5331064 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5331780.500000 Penalty: 5261.590332
	Iteration 14Q: 3 clusters Score -5331780 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5332430.000000 Penalty: 5261.590332
	Iteration 15Q: 3 clusters Score -5332430 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5333176.000000 Penalty: 5261.590332
	Iteration 16Q: 3 clusters Score -5333176 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5333764.000000 Penalty: 5261.590332
	Iteration 17Q: 3 clusters Score -5333764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5333977.500000 Penalty: 5261.590332
	Iteration 18Q: 3 clusters Score -5333978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5334078.000000 Penalty: 5261.590332
	Iteration 19Q: 3 clusters Score -5334078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5334138.500000 Penalty: 5261.590332
	Iteration 20F: 3 clusters Score -5334138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5334185.000000 Penalty: 5261.590332
	Iteration 21Q: 3 clusters Score -5334185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5334196.500000 Penalty: 5261.590332
	Iteration 22Q: 3 clusters Score -5334196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5334219.000000 Penalty: 5261.590332
	Iteration 23Q: 3 clusters Score -5334219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5334232.000000 Penalty: 5261.590332
	Iteration 24Q: 3 clusters Score -5334232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5334232.000000 Penalty: 5261.590332
	Iteration 25Q: 3 clusters Score -5334232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5334228.000000 Penalty: 5261.590332
	Iteration 26Q: 3 clusters Score -5334228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5334231.500000 Penalty: 5261.590332
	Iteration 27Q: 3 clusters Score -5334232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5334231.000000 Penalty: 5261.590332
	Iteration 28Q: 3 clusters Score -5334231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5334240.500000 Penalty: 5261.590332
	Iteration 29Q: 3 clusters Score -5334240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5334239.500000 Penalty: 5261.590332
	Iteration 30Q: 3 clusters Score -5334240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5334240.000000 Penalty: 5261.590332
	Iteration 31Q: 3 clusters Score -5334240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5334237.500000 Penalty: 5261.590332
	Iteration 32Q: 3 clusters Score -5334238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5334238.500000 Penalty: 5261.590332
	Iteration 33Q: 3 clusters Score -5334238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5334251.000000 Penalty: 5261.590332
	Iteration 34Q: 3 clusters Score -5334251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5334255.500000 Penalty: 5261.590332
	Iteration 35Q: 3 clusters Score -5334256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5334260.000000 Penalty: 5261.590332
	Iteration 36Q: 3 clusters Score -5334260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5334261.500000 Penalty: 5261.590332
	Iteration 37Q: 3 clusters Score -5334262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5334255.000000 Penalty: 5261.590332
	Iteration 38Q: 3 clusters Score -5334255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5334263.500000 Penalty: 5261.590332
	Iteration 39Q: 3 clusters Score -5334264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5334264.000000 Penalty: 5261.590332
	Iteration 40F: 3 clusters Score -5334264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5334261.500000 Penalty: 5261.590332
	Iteration 41Q: 3 clusters Score -5334262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 5261.590332
	Iteration 42Q: 3 clusters Score -5334263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5334260.500000 Penalty: 5261.590332
	Iteration 43Q: 3 clusters Score -5334260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5334260.000000 Penalty: 5261.590332
	Iteration 44Q: 3 clusters Score -5334260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5334263.500000 Penalty: 5261.590332
	Iteration 45Q: 3 clusters Score -5334264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5334264.500000 Penalty: 5261.590332
	Iteration 46Q: 3 clusters Score -5334264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5334263.500000 Penalty: 5261.590332
	Iteration 47Q: 3 clusters Score -5334264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5334266.000000 Penalty: 5261.590332
	Iteration 48Q: 3 clusters Score -5334266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5334266.000000 Penalty: 5261.590332
	Iteration 49Q: 3 clusters Score -5334266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5334264.000000 Penalty: 5261.590332
	Iteration 50Q: 3 clusters Score -5334264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 5261.590332
	Iteration 51Q: 3 clusters Score -5334263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5334261.000000 Penalty: 5261.590332
	Iteration 52Q: 3 clusters Score -5334261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 5261.590332
	Iteration 53Q: 3 clusters Score -5334263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 5261.590332
	Iteration 54F: 3 clusters Score -5334263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162029 members 
Entering Unmasked Estep 
Score: -21833700.000000 Penalty: 2974.891602
	Iteration 0F: 2 clusters Score -2.18337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -21727742.000000 Penalty: 5949.783203
	Iteration 0F: 3 clusters Score -2.172774e+07 nChanged 77531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -21772262.000000 Penalty: 5949.783203
	Iteration 1F: 3 clusters Score -2.177226e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -21773202.000000 Penalty: 5949.783203
	Iteration 2Q: 3 clusters Score -2.17732e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -21774312.000000 Penalty: 5949.783203
	Iteration 3Q: 3 clusters Score -2.177431e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -21776122.000000 Penalty: 5949.783203
	Iteration 4Q: 3 clusters Score -2.177612e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -21779062.000000 Penalty: 5949.783203
	Iteration 5Q: 3 clusters Score -2.177906e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 110319 members 
Entering Unmasked Estep 
Score: -21784890.000000 Penalty: 5949.783203
	Iteration 6F: 3 clusters Score -2.178489e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -21795240.000000 Penalty: 5949.783203
	Iteration 7F: 3 clusters Score -2.179524e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -21809488.000000 Penalty: 5949.783203
	Iteration 8F: 3 clusters Score -2.180949e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -21822074.000000 Penalty: 5949.783203
	Iteration 9F: 3 clusters Score -2.182207e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 158630 members 
Entering Unmasked Estep 
Score: -21828154.000000 Penalty: 5949.783203
	Iteration 10Q: 3 clusters Score -2.182815e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -21830094.000000 Penalty: 5949.783203
	Iteration 11Q: 3 clusters Score -2.183009e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -21830664.000000 Penalty: 5949.783203
	Iteration 12Q: 3 clusters Score -2.183066e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -21830922.000000 Penalty: 5949.783203
	Iteration 13Q: 3 clusters Score -2.183092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -21831020.000000 Penalty: 5949.783203
	Iteration 14Q: 3 clusters Score -2.183102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 161739 members 
Entering Unmasked Estep 
Score: -21831082.000000 Penalty: 5949.783203
	Iteration 15Q: 3 clusters Score -2.183108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 161750 members 
Entering Unmasked Estep 
Score: -21831128.000000 Penalty: 5949.783203
	Iteration 16Q: 3 clusters Score -2.183113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161749 members 
Entering Unmasked Estep 
Score: -21831148.000000 Penalty: 5949.783203
	Iteration 17Q: 3 clusters Score -2.183115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161749 members 
Entering Unmasked Estep 
Score: -21831158.000000 Penalty: 5949.783203
	Iteration 18Q: 3 clusters Score -2.183116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 161753 members 
Entering Unmasked Estep 
Score: -21831178.000000 Penalty: 5949.783203
	Iteration 19Q: 3 clusters Score -2.183118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -21831190.000000 Penalty: 5949.783203
	Iteration 20F: 3 clusters Score -2.183119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -21831204.000000 Penalty: 5949.783203
	Iteration 21Q: 3 clusters Score -2.18312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -21831228.000000 Penalty: 5949.783203
	Iteration 22Q: 3 clusters Score -2.183123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 161759 members 
Entering Unmasked Estep 
Score: -21831234.000000 Penalty: 5949.783203
	Iteration 23Q: 3 clusters Score -2.183123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -21831256.000000 Penalty: 5949.783203
	Iteration 24Q: 3 clusters Score -2.183126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -21831236.000000 Penalty: 5949.783203
	Iteration 25Q: 3 clusters Score -2.183124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -21831252.000000 Penalty: 5949.783203
	Iteration 26Q: 3 clusters Score -2.183125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161766 members 
Entering Unmasked Estep 
Score: -21831264.000000 Penalty: 5949.783203
	Iteration 27Q: 3 clusters Score -2.183126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161766 members 
Entering Unmasked Estep 
Score: -21831278.000000 Penalty: 5949.783203
	Iteration 28Q: 3 clusters Score -2.183128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 161767 members 
Entering Unmasked Estep 
Score: -21831284.000000 Penalty: 5949.783203
	Iteration 29Q: 3 clusters Score -2.183128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -21831308.000000 Penalty: 5949.783203
	Iteration 30Q: 3 clusters Score -2.183131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161773 members 
Entering Unmasked Estep 
Score: -21831292.000000 Penalty: 5949.783203
	Iteration 31Q: 3 clusters Score -2.183129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161774 members 
Entering Unmasked Estep 
Score: -21831302.000000 Penalty: 5949.783203
	Iteration 32Q: 3 clusters Score -2.18313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161774 members 
Entering Unmasked Estep 
Score: -21831296.000000 Penalty: 5949.783203
	Iteration 33Q: 3 clusters Score -2.18313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161774 members 
Entering Unmasked Estep 
Score: -21831296.000000 Penalty: 5949.783203
	Iteration 34F: 3 clusters Score -2.18313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Entering Unmasked Estep 
Score: -17080850.000000 Penalty: 2913.177734
	Iteration 0F: 2 clusters Score -1.708085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -16996550.000000 Penalty: 5826.355469
	Iteration 0F: 3 clusters Score -1.699655e+07 nChanged 60063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -17030832.000000 Penalty: 5826.355469
	Iteration 1F: 3 clusters Score -1.703083e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -17031416.000000 Penalty: 5826.355469
	Iteration 2Q: 3 clusters Score -1.703142e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -17031950.000000 Penalty: 5826.355469
	Iteration 3Q: 3 clusters Score -1.703195e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -17032500.000000 Penalty: 5826.355469
	Iteration 4Q: 3 clusters Score -1.70325e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -17033028.000000 Penalty: 5826.355469
	Iteration 5Q: 3 clusters Score -1.703303e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -17033524.000000 Penalty: 5826.355469
	Iteration 6Q: 3 clusters Score -1.703352e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -17034282.000000 Penalty: 5826.355469
	Iteration 7Q: 3 clusters Score -1.703428e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -17035032.000000 Penalty: 5826.355469
	Iteration 8Q: 3 clusters Score -1.703503e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -17036060.000000 Penalty: 5826.355469
	Iteration 9Q: 3 clusters Score -1.703606e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -17037534.000000 Penalty: 5826.355469
	Iteration 10Q: 3 clusters Score -1.703753e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -17039766.000000 Penalty: 5826.355469
	Iteration 11Q: 3 clusters Score -1.703977e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -17043158.000000 Penalty: 5826.355469
	Iteration 12F: 3 clusters Score -1.704316e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -17048180.000000 Penalty: 5826.355469
	Iteration 13F: 3 clusters Score -1.704818e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -17054914.000000 Penalty: 5826.355469
	Iteration 14F: 3 clusters Score -1.705491e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -17061610.000000 Penalty: 5826.355469
	Iteration 15F: 3 clusters Score -1.706161e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -17066334.000000 Penalty: 5826.355469
	Iteration 16Q: 3 clusters Score -1.706633e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -17068650.000000 Penalty: 5826.355469
	Iteration 17Q: 3 clusters Score -1.706865e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -17069842.000000 Penalty: 5826.355469
	Iteration 18Q: 3 clusters Score -1.706984e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -17070786.000000 Penalty: 5826.355469
	Iteration 19Q: 3 clusters Score -1.707079e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -17071592.000000 Penalty: 5826.355469
	Iteration 20F: 3 clusters Score -1.707159e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -17072252.000000 Penalty: 5826.355469
	Iteration 21Q: 3 clusters Score -1.707225e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -17072900.000000 Penalty: 5826.355469
	Iteration 22Q: 3 clusters Score -1.70729e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -17073366.000000 Penalty: 5826.355469
	Iteration 23Q: 3 clusters Score -1.707337e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -17073860.000000 Penalty: 5826.355469
	Iteration 24Q: 3 clusters Score -1.707386e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -17074274.000000 Penalty: 5826.355469
	Iteration 25Q: 3 clusters Score -1.707427e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -17074714.000000 Penalty: 5826.355469
	Iteration 26Q: 3 clusters Score -1.707471e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -17075060.000000 Penalty: 5826.355469
	Iteration 27Q: 3 clusters Score -1.707506e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -17075430.000000 Penalty: 5826.355469
	Iteration 28Q: 3 clusters Score -1.707543e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -17075804.000000 Penalty: 5826.355469
	Iteration 29Q: 3 clusters Score -1.70758e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -17076208.000000 Penalty: 5826.355469
	Iteration 30Q: 3 clusters Score -1.707621e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -17076454.000000 Penalty: 5826.355469
	Iteration 31Q: 3 clusters Score -1.707645e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119271 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -17076686.000000 Penalty: 5826.355469
	Iteration 32Q: 3 clusters Score -1.707669e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17076906.000000 Penalty: 5826.355469
	Iteration 33Q: 3 clusters Score -1.707691e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120491 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -17077062.000000 Penalty: 5826.355469
	Iteration 34Q: 3 clusters Score -1.707706e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -17077254.000000 Penalty: 5826.355469
	Iteration 35Q: 3 clusters Score -1.707725e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -17077388.000000 Penalty: 5826.355469
	Iteration 36Q: 3 clusters Score -1.707739e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -17077522.000000 Penalty: 5826.355469
	Iteration 37Q: 3 clusters Score -1.707752e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -17077674.000000 Penalty: 5826.355469
	Iteration 38Q: 3 clusters Score -1.707767e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -17077804.000000 Penalty: 5826.355469
	Iteration 39Q: 3 clusters Score -1.70778e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122988 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -17077924.000000 Penalty: 5826.355469
	Iteration 40F: 3 clusters Score -1.707792e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17078006.000000 Penalty: 5826.355469
	Iteration 41Q: 3 clusters Score -1.707801e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17078060.000000 Penalty: 5826.355469
	Iteration 42Q: 3 clusters Score -1.707806e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123672 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17078114.000000 Penalty: 5826.355469
	Iteration 43Q: 3 clusters Score -1.707811e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17078164.000000 Penalty: 5826.355469
	Iteration 44Q: 3 clusters Score -1.707816e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123934 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -17078234.000000 Penalty: 5826.355469
	Iteration 45Q: 3 clusters Score -1.707823e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124044 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -17078262.000000 Penalty: 5826.355469
	Iteration 46Q: 3 clusters Score -1.707826e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17078296.000000 Penalty: 5826.355469
	Iteration 47Q: 3 clusters Score -1.70783e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124223 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17078282.000000 Penalty: 5826.355469
	Iteration 48Q: 3 clusters Score -1.707828e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17078308.000000 Penalty: 5826.355469
	Iteration 49Q: 3 clusters Score -1.707831e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17078336.000000 Penalty: 5826.355469
	Iteration 50Q: 3 clusters Score -1.707834e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124453 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17078350.000000 Penalty: 5826.355469
	Iteration 51Q: 3 clusters Score -1.707835e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124526 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -17078370.000000 Penalty: 5826.355469
	Iteration 52Q: 3 clusters Score -1.707837e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124587 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -17078384.000000 Penalty: 5826.355469
	Iteration 53Q: 3 clusters Score -1.707838e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17078414.000000 Penalty: 5826.355469
	Iteration 54Q: 3 clusters Score -1.707841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17078420.000000 Penalty: 5826.355469
	Iteration 55Q: 3 clusters Score -1.707842e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17078450.000000 Penalty: 5826.355469
	Iteration 56Q: 3 clusters Score -1.707845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17078434.000000 Penalty: 5826.355469
	Iteration 57Q: 3 clusters Score -1.707843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -17078454.000000 Penalty: 5826.355469
	Iteration 58Q: 3 clusters Score -1.707845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17078466.000000 Penalty: 5826.355469
	Iteration 59Q: 3 clusters Score -1.707847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -17078468.000000 Penalty: 5826.355469
	Iteration 60F: 3 clusters Score -1.707847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -17078460.000000 Penalty: 5826.355469
	Iteration 61Q: 3 clusters Score -1.707846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -17078476.000000 Penalty: 5826.355469
	Iteration 62Q: 3 clusters Score -1.707848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17078466.000000 Penalty: 5826.355469
	Iteration 63Q: 3 clusters Score -1.707847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17078464.000000 Penalty: 5826.355469
	Iteration 64Q: 3 clusters Score -1.707846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124910 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17078456.000000 Penalty: 5826.355469
	Iteration 65Q: 3 clusters Score -1.707846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17078470.000000 Penalty: 5826.355469
	Iteration 66Q: 3 clusters Score -1.707847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17078474.000000 Penalty: 5826.355469
	Iteration 67Q: 3 clusters Score -1.707847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17078482.000000 Penalty: 5826.355469
	Iteration 68Q: 3 clusters Score -1.707848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17078482.000000 Penalty: 5826.355469
	Iteration 69Q: 3 clusters Score -1.707848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17078500.000000 Penalty: 5826.355469
	Iteration 70Q: 3 clusters Score -1.70785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17078480.000000 Penalty: 5826.355469
	Iteration 71Q: 3 clusters Score -1.707848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124991 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17078496.000000 Penalty: 5826.355469
	Iteration 72Q: 3 clusters Score -1.70785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17078496.000000 Penalty: 5826.355469
	Iteration 73Q: 3 clusters Score -1.70785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17078504.000000 Penalty: 5826.355469
	Iteration 74Q: 3 clusters Score -1.70785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17078504.000000 Penalty: 5826.355469
	Iteration 75Q: 3 clusters Score -1.70785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17078510.000000 Penalty: 5826.355469
	Iteration 76Q: 3 clusters Score -1.707851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17078524.000000 Penalty: 5826.355469
	Iteration 77Q: 3 clusters Score -1.707852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17078548.000000 Penalty: 5826.355469
	Iteration 78Q: 3 clusters Score -1.707855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17078550.000000 Penalty: 5826.355469
	Iteration 79Q: 3 clusters Score -1.707855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -17078538.000000 Penalty: 5826.355469
	Iteration 80F: 3 clusters Score -1.707854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -17078548.000000 Penalty: 5826.355469
	Iteration 81Q: 3 clusters Score -1.707855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125156 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17078562.000000 Penalty: 5826.355469
	Iteration 82Q: 3 clusters Score -1.707856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125161 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -17078560.000000 Penalty: 5826.355469
	Iteration 83Q: 3 clusters Score -1.707856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17078558.000000 Penalty: 5826.355469
	Iteration 84Q: 3 clusters Score -1.707856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17078566.000000 Penalty: 5826.355469
	Iteration 85Q: 3 clusters Score -1.707857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17078560.000000 Penalty: 5826.355469
	Iteration 86Q: 3 clusters Score -1.707856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17078560.000000 Penalty: 5826.355469
	Iteration 87Q: 3 clusters Score -1.707856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17078570.000000 Penalty: 5826.355469
	Iteration 88Q: 3 clusters Score -1.707857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17078560.000000 Penalty: 5826.355469
	Iteration 89Q: 3 clusters Score -1.707856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17078570.000000 Penalty: 5826.355469
	Iteration 90Q: 3 clusters Score -1.707857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17078570.000000 Penalty: 5826.355469
	Iteration 91F: 3 clusters Score -1.707857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52243.410156 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52243.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52669.281250 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52669.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52882.050781 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52882.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53011.156250 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -53011.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53097.960938 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -53097.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53172.238281 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -53172.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53213.128906 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -53213.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53237.222656 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -53237.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53297.191406 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -53297.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53362.808594 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -53362.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53461.917969 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -53461.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53537.246094 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -53537.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53604.378906 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -53604.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53642.351562 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -53642.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53675.000000 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -53675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53741.535156 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -53741.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53786.980469 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -53786.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53792.421875 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -53792.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53796.230469 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -53796.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53800.542969 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -53800.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53800.542969 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -53800.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234680 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159064 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 162029 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 212 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201068 members 
Mstep: Class 21 contains 13823 members 
Entering Unmasked Estep 
Score: -180324240.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180325952.000000 to -180324240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -833755.312500 Penalty: 2184.771973
	Iteration 0F: 2 clusters Score -833755.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -828221.125000 Penalty: 4369.543945
	Iteration 0F: 3 clusters Score -828221.1 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -829660.187500 Penalty: 4369.543945
	Iteration 1F: 3 clusters Score -829660.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -829958.250000 Penalty: 4369.543945
	Iteration 2F: 3 clusters Score -829958.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -830173.000000 Penalty: 4369.543945
	Iteration 3F: 3 clusters Score -830173 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -830346.687500 Penalty: 4369.543945
	Iteration 4Q: 3 clusters Score -830346.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -830492.625000 Penalty: 4369.543945
	Iteration 5Q: 3 clusters Score -830492.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -830636.625000 Penalty: 4369.543945
	Iteration 6Q: 3 clusters Score -830636.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -830766.437500 Penalty: 4369.543945
	Iteration 7Q: 3 clusters Score -830766.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -830894.125000 Penalty: 4369.543945
	Iteration 8Q: 3 clusters Score -830894.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -831015.750000 Penalty: 4369.543945
	Iteration 9Q: 3 clusters Score -831015.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -831127.500000 Penalty: 4369.543945
	Iteration 10Q: 3 clusters Score -831127.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -831252.250000 Penalty: 4369.543945
	Iteration 11Q: 3 clusters Score -831252.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -831364.250000 Penalty: 4369.543945
	Iteration 12Q: 3 clusters Score -831364.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -831461.687500 Penalty: 4369.543945
	Iteration 13Q: 3 clusters Score -831461.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -831553.625000 Penalty: 4369.543945
	Iteration 14Q: 3 clusters Score -831553.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -831644.437500 Penalty: 4369.543945
	Iteration 15Q: 3 clusters Score -831644.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -831720.062500 Penalty: 4369.543945
	Iteration 16Q: 3 clusters Score -831720.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -831768.125000 Penalty: 4369.543945
	Iteration 17Q: 3 clusters Score -831768.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -831799.312500 Penalty: 4369.543945
	Iteration 18Q: 3 clusters Score -831799.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -831830.250000 Penalty: 4369.543945
	Iteration 19Q: 3 clusters Score -831830.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -831852.562500 Penalty: 4369.543945
	Iteration 20F: 3 clusters Score -831852.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -831880.437500 Penalty: 4369.543945
	Iteration 21Q: 3 clusters Score -831880.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -831906.937500 Penalty: 4369.543945
	Iteration 22Q: 3 clusters Score -831906.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -831935.062500 Penalty: 4369.543945
	Iteration 23Q: 3 clusters Score -831935.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -831962.375000 Penalty: 4369.543945
	Iteration 24Q: 3 clusters Score -831962.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -831983.562500 Penalty: 4369.543945
	Iteration 25Q: 3 clusters Score -831983.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -831998.500000 Penalty: 4369.543945
	Iteration 26Q: 3 clusters Score -831998.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -832020.500000 Penalty: 4369.543945
	Iteration 27Q: 3 clusters Score -832020.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -832047.562500 Penalty: 4369.543945
	Iteration 28Q: 3 clusters Score -832047.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -832067.312500 Penalty: 4369.543945
	Iteration 29Q: 3 clusters Score -832067.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -832083.062500 Penalty: 4369.543945
	Iteration 30Q: 3 clusters Score -832083.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -832101.875000 Penalty: 4369.543945
	Iteration 31Q: 3 clusters Score -832101.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -832119.562500 Penalty: 4369.543945
	Iteration 32Q: 3 clusters Score -832119.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -832137.062500 Penalty: 4369.543945
	Iteration 33Q: 3 clusters Score -832137.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -832158.312500 Penalty: 4369.543945
	Iteration 34Q: 3 clusters Score -832158.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -832171.437500 Penalty: 4369.543945
	Iteration 35Q: 3 clusters Score -832171.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -832181.375000 Penalty: 4369.543945
	Iteration 36Q: 3 clusters Score -832181.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -832189.687500 Penalty: 4369.543945
	Iteration 37Q: 3 clusters Score -832189.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -832197.937500 Penalty: 4369.543945
	Iteration 38Q: 3 clusters Score -832197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -832208.437500 Penalty: 4369.543945
	Iteration 39Q: 3 clusters Score -832208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -832218.500000 Penalty: 4369.543945
	Iteration 40F: 3 clusters Score -832218.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -832225.250000 Penalty: 4369.543945
	Iteration 41Q: 3 clusters Score -832225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -832234.375000 Penalty: 4369.543945
	Iteration 42Q: 3 clusters Score -832234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -832241.375000 Penalty: 4369.543945
	Iteration 43Q: 3 clusters Score -832241.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -832244.875000 Penalty: 4369.543945
	Iteration 44Q: 3 clusters Score -832244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -832251.812500 Penalty: 4369.543945
	Iteration 45Q: 3 clusters Score -832251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -832257.625000 Penalty: 4369.543945
	Iteration 46Q: 3 clusters Score -832257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -832263.937500 Penalty: 4369.543945
	Iteration 47Q: 3 clusters Score -832263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -832274.375000 Penalty: 4369.543945
	Iteration 48Q: 3 clusters Score -832274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -832277.812500 Penalty: 4369.543945
	Iteration 49Q: 3 clusters Score -832277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -832281.312500 Penalty: 4369.543945
	Iteration 50Q: 3 clusters Score -832281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -832285.687500 Penalty: 4369.543945
	Iteration 51Q: 3 clusters Score -832285.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -832289.750000 Penalty: 4369.543945
	Iteration 52Q: 3 clusters Score -832289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -832294.687500 Penalty: 4369.543945
	Iteration 53Q: 3 clusters Score -832294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -832297.750000 Penalty: 4369.543945
	Iteration 54Q: 3 clusters Score -832297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -832299.625000 Penalty: 4369.543945
	Iteration 55Q: 3 clusters Score -832299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -832299.250000 Penalty: 4369.543945
	Iteration 56Q: 3 clusters Score -832299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -832300.750000 Penalty: 4369.543945
	Iteration 57Q: 3 clusters Score -832300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -832302.250000 Penalty: 4369.543945
	Iteration 58Q: 3 clusters Score -832302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -832302.250000 Penalty: 4369.543945
	Iteration 59F: 3 clusters Score -832302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Entering Unmasked Estep 
Score: -16122895.000000 Penalty: 2899.140625
	Iteration 0F: 2 clusters Score -1.61229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -16043328.000000 Penalty: 5798.281250
	Iteration 0F: 3 clusters Score -1.604333e+07 nChanged 56527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -16075400.000000 Penalty: 5798.281250
	Iteration 1F: 3 clusters Score -1.60754e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -16076255.000000 Penalty: 5798.281250
	Iteration 2Q: 3 clusters Score -1.607626e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -16077418.000000 Penalty: 5798.281250
	Iteration 3Q: 3 clusters Score -1.607742e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -16078908.000000 Penalty: 5798.281250
	Iteration 4Q: 3 clusters Score -1.607891e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -16081209.000000 Penalty: 5798.281250
	Iteration 5Q: 3 clusters Score -1.608121e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -16085291.000000 Penalty: 5798.281250
	Iteration 6F: 3 clusters Score -1.608529e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -16091104.000000 Penalty: 5798.281250
	Iteration 7F: 3 clusters Score -1.60911e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -16098966.000000 Penalty: 5798.281250
	Iteration 8F: 3 clusters Score -1.609897e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -16107255.000000 Penalty: 5798.281250
	Iteration 9F: 3 clusters Score -1.610726e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -16114014.000000 Penalty: 5798.281250
	Iteration 10F: 3 clusters Score -1.611401e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -16117663.000000 Penalty: 5798.281250
	Iteration 11Q: 3 clusters Score -1.611766e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16119303.000000 Penalty: 5798.281250
	Iteration 12Q: 3 clusters Score -1.61193e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16119864.000000 Penalty: 5798.281250
	Iteration 13Q: 3 clusters Score -1.611986e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16120096.000000 Penalty: 5798.281250
	Iteration 14Q: 3 clusters Score -1.61201e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16120254.000000 Penalty: 5798.281250
	Iteration 15Q: 3 clusters Score -1.612025e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16120318.000000 Penalty: 5798.281250
	Iteration 16Q: 3 clusters Score -1.612032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16120349.000000 Penalty: 5798.281250
	Iteration 17Q: 3 clusters Score -1.612035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16120374.000000 Penalty: 5798.281250
	Iteration 18Q: 3 clusters Score -1.612037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16120390.000000 Penalty: 5798.281250
	Iteration 19Q: 3 clusters Score -1.612039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16120378.000000 Penalty: 5798.281250
	Iteration 20F: 3 clusters Score -1.612038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16120389.000000 Penalty: 5798.281250
	Iteration 21Q: 3 clusters Score -1.612039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16120386.000000 Penalty: 5798.281250
	Iteration 22Q: 3 clusters Score -1.612039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16120411.000000 Penalty: 5798.281250
	Iteration 23Q: 3 clusters Score -1.612041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16120407.000000 Penalty: 5798.281250
	Iteration 24Q: 3 clusters Score -1.612041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16120410.000000 Penalty: 5798.281250
	Iteration 25Q: 3 clusters Score -1.612041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16120420.000000 Penalty: 5798.281250
	Iteration 26Q: 3 clusters Score -1.612042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16120424.000000 Penalty: 5798.281250
	Iteration 27Q: 3 clusters Score -1.612042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16120437.000000 Penalty: 5798.281250
	Iteration 28Q: 3 clusters Score -1.612044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16120436.000000 Penalty: 5798.281250
	Iteration 29Q: 3 clusters Score -1.612044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16120433.000000 Penalty: 5798.281250
	Iteration 30Q: 3 clusters Score -1.612043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119017 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16120440.000000 Penalty: 5798.281250
	Iteration 31Q: 3 clusters Score -1.612044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16120440.000000 Penalty: 5798.281250
	Iteration 32Q: 3 clusters Score -1.612044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16120447.000000 Penalty: 5798.281250
	Iteration 33Q: 3 clusters Score -1.612045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16120456.000000 Penalty: 5798.281250
	Iteration 34Q: 3 clusters Score -1.612046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16120452.000000 Penalty: 5798.281250
	Iteration 35Q: 3 clusters Score -1.612045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16120457.000000 Penalty: 5798.281250
	Iteration 36Q: 3 clusters Score -1.612046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16120464.000000 Penalty: 5798.281250
	Iteration 37Q: 3 clusters Score -1.612046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -16120464.000000 Penalty: 5798.281250
	Iteration 38F: 3 clusters Score -1.612046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Entering Unmasked Estep 
Score: -5494029.000000 Penalty: 2630.825684
	Iteration 0F: 2 clusters Score -5494029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -5466515.500000 Penalty: 5261.651367
	Iteration 0F: 3 clusters Score -5466516 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -5476759.500000 Penalty: 5261.651367
	Iteration 1F: 3 clusters Score -5476760 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5477248.500000 Penalty: 5261.651367
	Iteration 2Q: 3 clusters Score -5477248 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5477791.000000 Penalty: 5261.651367
	Iteration 3Q: 3 clusters Score -5477791 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5478396.500000 Penalty: 5261.651367
	Iteration 4Q: 3 clusters Score -5478396 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5479379.000000 Penalty: 5261.651367
	Iteration 5Q: 3 clusters Score -5479379 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -5481004.500000 Penalty: 5261.651367
	Iteration 6F: 3 clusters Score -5481004 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -5483576.000000 Penalty: 5261.651367
	Iteration 7F: 3 clusters Score -5483576 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5486711.500000 Penalty: 5261.651367
	Iteration 8F: 3 clusters Score -5486712 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5489250.000000 Penalty: 5261.651367
	Iteration 9F: 3 clusters Score -5489250 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5490690.000000 Penalty: 5261.651367
	Iteration 10Q: 3 clusters Score -5490690 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5491266.000000 Penalty: 5261.651367
	Iteration 11Q: 3 clusters Score -5491266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5491496.500000 Penalty: 5261.651367
	Iteration 12Q: 3 clusters Score -5491496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5491602.500000 Penalty: 5261.651367
	Iteration 13Q: 3 clusters Score -5491602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5491649.000000 Penalty: 5261.651367
	Iteration 14Q: 3 clusters Score -5491649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5491669.500000 Penalty: 5261.651367
	Iteration 15Q: 3 clusters Score -5491670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5491688.000000 Penalty: 5261.651367
	Iteration 16Q: 3 clusters Score -5491688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5491702.000000 Penalty: 5261.651367
	Iteration 17Q: 3 clusters Score -5491702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5491720.500000 Penalty: 5261.651367
	Iteration 18Q: 3 clusters Score -5491720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5491725.500000 Penalty: 5261.651367
	Iteration 19Q: 3 clusters Score -5491726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5491733.000000 Penalty: 5261.651367
	Iteration 20F: 3 clusters Score -5491733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5491737.000000 Penalty: 5261.651367
	Iteration 21Q: 3 clusters Score -5491737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5491740.500000 Penalty: 5261.651367
	Iteration 22Q: 3 clusters Score -5491740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5491751.000000 Penalty: 5261.651367
	Iteration 23Q: 3 clusters Score -5491751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5491751.500000 Penalty: 5261.651367
	Iteration 24Q: 3 clusters Score -5491752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5491755.500000 Penalty: 5261.651367
	Iteration 25Q: 3 clusters Score -5491756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5491760.500000 Penalty: 5261.651367
	Iteration 26Q: 3 clusters Score -5491760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5491760.500000 Penalty: 5261.651367
	Iteration 27F: 3 clusters Score -5491760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Entering Unmasked Estep 
Score: -8504022.000000 Penalty: 2749.646240
	Iteration 0F: 2 clusters Score -8504022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -8460404.000000 Penalty: 5499.292480
	Iteration 0F: 3 clusters Score -8460404 nChanged 30356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -8476982.000000 Penalty: 5499.292480
	Iteration 1F: 3 clusters Score -8476982 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8477549.000000 Penalty: 5499.292480
	Iteration 2Q: 3 clusters Score -8477549 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -8478171.000000 Penalty: 5499.292480
	Iteration 3Q: 3 clusters Score -8478171 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8478936.000000 Penalty: 5499.292480
	Iteration 4Q: 3 clusters Score -8478936 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8480028.000000 Penalty: 5499.292480
	Iteration 5Q: 3 clusters Score -8480028 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -8481697.000000 Penalty: 5499.292480
	Iteration 6F: 3 clusters Score -8481697 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -8484323.000000 Penalty: 5499.292480
	Iteration 7F: 3 clusters Score -8484323 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -8487971.000000 Penalty: 5499.292480
	Iteration 8F: 3 clusters Score -8487971 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8492359.000000 Penalty: 5499.292480
	Iteration 9F: 3 clusters Score -8492359 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -8496359.000000 Penalty: 5499.292480
	Iteration 10F: 3 clusters Score -8496359 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8499090.000000 Penalty: 5499.292480
	Iteration 11Q: 3 clusters Score -8499090 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8500559.000000 Penalty: 5499.292480
	Iteration 12Q: 3 clusters Score -8500559 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8501247.000000 Penalty: 5499.292480
	Iteration 13Q: 3 clusters Score -8501247 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8501544.000000 Penalty: 5499.292480
	Iteration 14Q: 3 clusters Score -8501544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8501705.000000 Penalty: 5499.292480
	Iteration 15Q: 3 clusters Score -8501705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8501762.000000 Penalty: 5499.292480
	Iteration 16Q: 3 clusters Score -8501762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8501807.000000 Penalty: 5499.292480
	Iteration 17Q: 3 clusters Score -8501807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8501838.000000 Penalty: 5499.292480
	Iteration 18Q: 3 clusters Score -8501838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8501856.000000 Penalty: 5499.292480
	Iteration 19Q: 3 clusters Score -8501856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8501874.000000 Penalty: 5499.292480
	Iteration 20F: 3 clusters Score -8501874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8501882.000000 Penalty: 5499.292480
	Iteration 21Q: 3 clusters Score -8501882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8501891.000000 Penalty: 5499.292480
	Iteration 22Q: 3 clusters Score -8501891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8501896.000000 Penalty: 5499.292480
	Iteration 23Q: 3 clusters Score -8501896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8501897.000000 Penalty: 5499.292480
	Iteration 24Q: 3 clusters Score -8501897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8501905.000000 Penalty: 5499.292480
	Iteration 25Q: 3 clusters Score -8501905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8501910.000000 Penalty: 5499.292480
	Iteration 26Q: 3 clusters Score -8501910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8501910.000000 Penalty: 5499.292480
	Iteration 27F: 3 clusters Score -8501910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201068 members 
Entering Unmasked Estep 
Score: -27144188.000000 Penalty: 3028.426758
	Iteration 0F: 2 clusters Score -2.714419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -27033024.000000 Penalty: 6056.853516
	Iteration 0F: 3 clusters Score -2.703302e+07 nChanged 96810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -27089644.000000 Penalty: 6056.853516
	Iteration 1F: 3 clusters Score -2.708964e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -27090402.000000 Penalty: 6056.853516
	Iteration 2Q: 3 clusters Score -2.70904e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -27091078.000000 Penalty: 6056.853516
	Iteration 3Q: 3 clusters Score -2.709108e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -27092008.000000 Penalty: 6056.853516
	Iteration 4Q: 3 clusters Score -2.709201e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -27092938.000000 Penalty: 6056.853516
	Iteration 5Q: 3 clusters Score -2.709294e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -27094542.000000 Penalty: 6056.853516
	Iteration 6Q: 3 clusters Score -2.709454e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111014 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -27096878.000000 Penalty: 6056.853516
	Iteration 7Q: 3 clusters Score -2.709688e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -27100860.000000 Penalty: 6056.853516
	Iteration 8Q: 3 clusters Score -2.710086e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -27107112.000000 Penalty: 6056.853516
	Iteration 9F: 3 clusters Score -2.710711e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131676 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -27116174.000000 Penalty: 6056.853516
	Iteration 10F: 3 clusters Score -2.711617e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -27126516.000000 Penalty: 6056.853516
	Iteration 11F: 3 clusters Score -2.712652e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145619 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -27134294.000000 Penalty: 6056.853516
	Iteration 12F: 3 clusters Score -2.713429e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -27138192.000000 Penalty: 6056.853516
	Iteration 13Q: 3 clusters Score -2.713819e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -27140186.000000 Penalty: 6056.853516
	Iteration 14Q: 3 clusters Score -2.714019e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -27141492.000000 Penalty: 6056.853516
	Iteration 15Q: 3 clusters Score -2.714149e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -27142356.000000 Penalty: 6056.853516
	Iteration 16Q: 3 clusters Score -2.714236e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -27143140.000000 Penalty: 6056.853516
	Iteration 17Q: 3 clusters Score -2.714314e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168263 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -27143612.000000 Penalty: 6056.853516
	Iteration 18Q: 3 clusters Score -2.714361e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -27144106.000000 Penalty: 6056.853516
	Iteration 19Q: 3 clusters Score -2.714411e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -27144708.000000 Penalty: 6056.853516
	Iteration 20F: 3 clusters Score -2.714471e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -27145198.000000 Penalty: 6056.853516
	Iteration 21Q: 3 clusters Score -2.71452e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -27145262.000000 Penalty: 6056.853516
	Iteration 22Q: 3 clusters Score -2.714526e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -27145154.000000 Penalty: 6056.853516
	Iteration 23Q: 3 clusters Score -2.714515e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -27144796.000000 Penalty: 6056.853516
	Iteration 24Q: 3 clusters Score -2.71448e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -27144562.000000 Penalty: 6056.853516
	Iteration 25Q: 3 clusters Score -2.714456e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -27144396.000000 Penalty: 6056.853516
	Iteration 26Q: 3 clusters Score -2.71444e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192739 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -27144306.000000 Penalty: 6056.853516
	Iteration 27Q: 3 clusters Score -2.714431e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -27144284.000000 Penalty: 6056.853516
	Iteration 28Q: 3 clusters Score -2.714428e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -27143984.000000 Penalty: 6056.853516
	Iteration 29Q: 3 clusters Score -2.714398e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195988 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -27143898.000000 Penalty: 6056.853516
	Iteration 30Q: 3 clusters Score -2.71439e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -27143702.000000 Penalty: 6056.853516
	Iteration 31Q: 3 clusters Score -2.71437e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197212 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -27143570.000000 Penalty: 6056.853516
	Iteration 32Q: 3 clusters Score -2.714357e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -27143420.000000 Penalty: 6056.853516
	Iteration 33Q: 3 clusters Score -2.714342e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198003 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -27143358.000000 Penalty: 6056.853516
	Iteration 34Q: 3 clusters Score -2.714336e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198279 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -27143254.000000 Penalty: 6056.853516
	Iteration 35Q: 3 clusters Score -2.714325e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198531 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -27143228.000000 Penalty: 6056.853516
	Iteration 36Q: 3 clusters Score -2.714323e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198733 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -27143144.000000 Penalty: 6056.853516
	Iteration 37Q: 3 clusters Score -2.714314e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198896 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -27143050.000000 Penalty: 6056.853516
	Iteration 38Q: 3 clusters Score -2.714305e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199026 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -27143030.000000 Penalty: 6056.853516
	Iteration 39Q: 3 clusters Score -2.714303e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199128 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -27143010.000000 Penalty: 6056.853516
	Iteration 40F: 3 clusters Score -2.714301e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -27142926.000000 Penalty: 6056.853516
	Iteration 41Q: 3 clusters Score -2.714293e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199274 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -27142928.000000 Penalty: 6056.853516
	Iteration 42Q: 3 clusters Score -2.714293e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199325 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -27142904.000000 Penalty: 6056.853516
	Iteration 43Q: 3 clusters Score -2.71429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199372 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -27142902.000000 Penalty: 6056.853516
	Iteration 44Q: 3 clusters Score -2.71429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199420 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -27142864.000000 Penalty: 6056.853516
	Iteration 45Q: 3 clusters Score -2.714286e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199451 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -27142844.000000 Penalty: 6056.853516
	Iteration 46Q: 3 clusters Score -2.714284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199474 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -27142850.000000 Penalty: 6056.853516
	Iteration 47Q: 3 clusters Score -2.714285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199498 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -27142836.000000 Penalty: 6056.853516
	Iteration 48Q: 3 clusters Score -2.714284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -27142842.000000 Penalty: 6056.853516
	Iteration 49Q: 3 clusters Score -2.714284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -27142842.000000 Penalty: 6056.853516
	Iteration 50Q: 3 clusters Score -2.714284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -27142868.000000 Penalty: 6056.853516
	Iteration 51Q: 3 clusters Score -2.714287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -27142834.000000 Penalty: 6056.853516
	Iteration 52Q: 3 clusters Score -2.714283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199618 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -27142842.000000 Penalty: 6056.853516
	Iteration 53Q: 3 clusters Score -2.714284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -27142846.000000 Penalty: 6056.853516
	Iteration 54Q: 3 clusters Score -2.714285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199666 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -27142832.000000 Penalty: 6056.853516
	Iteration 55Q: 3 clusters Score -2.714283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199690 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -27142846.000000 Penalty: 6056.853516
	Iteration 56Q: 3 clusters Score -2.714285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199709 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -27142828.000000 Penalty: 6056.853516
	Iteration 57Q: 3 clusters Score -2.714283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -27142810.000000 Penalty: 6056.853516
	Iteration 58Q: 3 clusters Score -2.714281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199731 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -27142820.000000 Penalty: 6056.853516
	Iteration 59Q: 3 clusters Score -2.714282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199738 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -27142800.000000 Penalty: 6056.853516
	Iteration 60F: 3 clusters Score -2.71428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199748 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -27142786.000000 Penalty: 6056.853516
	Iteration 61Q: 3 clusters Score -2.714279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -27142740.000000 Penalty: 6056.853516
	Iteration 62Q: 3 clusters Score -2.714274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199772 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -27142726.000000 Penalty: 6056.853516
	Iteration 63Q: 3 clusters Score -2.714273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199784 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -27142720.000000 Penalty: 6056.853516
	Iteration 64Q: 3 clusters Score -2.714272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199787 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -27142710.000000 Penalty: 6056.853516
	Iteration 65Q: 3 clusters Score -2.714271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199792 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -27142712.000000 Penalty: 6056.853516
	Iteration 66Q: 3 clusters Score -2.714271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199795 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -27142698.000000 Penalty: 6056.853516
	Iteration 67Q: 3 clusters Score -2.71427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199797 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -27142698.000000 Penalty: 6056.853516
	Iteration 68Q: 3 clusters Score -2.71427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199801 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -27142704.000000 Penalty: 6056.853516
	Iteration 69Q: 3 clusters Score -2.71427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199807 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27142692.000000 Penalty: 6056.853516
	Iteration 70Q: 3 clusters Score -2.714269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199812 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27142692.000000 Penalty: 6056.853516
	Iteration 71Q: 3 clusters Score -2.714269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -27142678.000000 Penalty: 6056.853516
	Iteration 72Q: 3 clusters Score -2.714268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -27142686.000000 Penalty: 6056.853516
	Iteration 73Q: 3 clusters Score -2.714269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27142690.000000 Penalty: 6056.853516
	Iteration 74Q: 3 clusters Score -2.714269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27142698.000000 Penalty: 6056.853516
	Iteration 75Q: 3 clusters Score -2.71427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199826 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -27142704.000000 Penalty: 6056.853516
	Iteration 76Q: 3 clusters Score -2.71427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199828 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -27142696.000000 Penalty: 6056.853516
	Iteration 77Q: 3 clusters Score -2.71427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199830 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27142702.000000 Penalty: 6056.853516
	Iteration 78Q: 3 clusters Score -2.71427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199831 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27142688.000000 Penalty: 6056.853516
	Iteration 79Q: 3 clusters Score -2.714269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199831 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27142688.000000 Penalty: 6056.853516
	Iteration 80F: 3 clusters Score -2.714269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Entering Unmasked Estep 
Score: -1801879.000000 Penalty: 2364.454102
	Iteration 0F: 2 clusters Score -1801879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1791747.375000 Penalty: 4728.908203
	Iteration 0F: 3 clusters Score -1791747 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1794835.875000 Penalty: 4728.908203
	Iteration 1F: 3 clusters Score -1794836 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1795145.375000 Penalty: 4728.908203
	Iteration 2F: 3 clusters Score -1795145 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1795364.250000 Penalty: 4728.908203
	Iteration 3Q: 3 clusters Score -1795364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1795546.125000 Penalty: 4728.908203
	Iteration 4Q: 3 clusters Score -1795546 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1795717.375000 Penalty: 4728.908203
	Iteration 5Q: 3 clusters Score -1795717 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1795855.250000 Penalty: 4728.908203
	Iteration 6Q: 3 clusters Score -1795855 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1796000.375000 Penalty: 4728.908203
	Iteration 7Q: 3 clusters Score -1796000 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1796131.375000 Penalty: 4728.908203
	Iteration 8Q: 3 clusters Score -1796131 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1796251.875000 Penalty: 4728.908203
	Iteration 9Q: 3 clusters Score -1796252 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1796390.250000 Penalty: 4728.908203
	Iteration 10Q: 3 clusters Score -1796390 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1796521.375000 Penalty: 4728.908203
	Iteration 11Q: 3 clusters Score -1796521 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1796644.750000 Penalty: 4728.908203
	Iteration 12Q: 3 clusters Score -1796645 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1796735.750000 Penalty: 4728.908203
	Iteration 13Q: 3 clusters Score -1796736 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1796833.625000 Penalty: 4728.908203
	Iteration 14Q: 3 clusters Score -1796834 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1796940.625000 Penalty: 4728.908203
	Iteration 15Q: 3 clusters Score -1796941 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1797050.625000 Penalty: 4728.908203
	Iteration 16Q: 3 clusters Score -1797051 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1797177.750000 Penalty: 4728.908203
	Iteration 17Q: 3 clusters Score -1797178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1797306.500000 Penalty: 4728.908203
	Iteration 18Q: 3 clusters Score -1797306 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1797436.000000 Penalty: 4728.908203
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Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4722 members 
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Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4476 members 
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Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4195 members 
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Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3902 members 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3668 members 
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Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3449 members 
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Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3250 members 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3078 members 
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Mstep: Class 1 contains 10892 members 
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Mstep: Class 1 contains 11032 members 
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Mstep: Class 1 contains 11164 members 
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2540 members 
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Mstep: Class 1 contains 11566 members 
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Mstep: Class 1 contains 11662 members 
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Mstep: Class 1 contains 11838 members 
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Mstep: Class 1 contains 12036 members 
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	Iteration 40F: 3 clusters Score -1799333 nChanged 57
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Mstep: Class 1 contains 12089 members 
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Mstep: Class 1 contains 12183 members 
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Mstep: Class 1 contains 12214 members 
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Mstep: Class 1 contains 12244 members 
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Mstep: Class 1 contains 12273 members 
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Mstep: Class 1 contains 12400 members 
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Mstep: Class 1 contains 12430 members 
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Mstep: Class 1 contains 12749 members 
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	Iteration 69Q: 3 clusters Score -1799622 nChanged 9
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Mstep: Class 1 contains 12772 members 
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Mstep: Class 1 contains 12789 members 
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Mstep: Class 1 contains 12796 members 
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	Iteration 73Q: 3 clusters Score -1799630 nChanged 7
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Mstep: Class 1 contains 12799 members 
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	Iteration 74Q: 3 clusters Score -1799635 nChanged 7
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Mstep: Class 1 contains 12804 members 
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	Iteration 75Q: 3 clusters Score -1799639 nChanged 12
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Mstep: Class 1 contains 12826 members 
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Mstep: Class 1 contains 12848 members 
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	Iteration 79Q: 3 clusters Score -1799660 nChanged 14
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	Iteration 80F: 3 clusters Score -1799664 nChanged 9
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Mstep: Class 1 contains 12871 members 
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	Iteration 81Q: 3 clusters Score -1799670 nChanged 5
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Mstep: Class 1 contains 12876 members 
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	Iteration 82Q: 3 clusters Score -1799671 nChanged 6
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Mstep: Class 1 contains 12880 members 
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	Iteration 83Q: 3 clusters Score -1799674 nChanged 7
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	Iteration 84Q: 3 clusters Score -1799676 nChanged 4
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	Iteration 85Q: 3 clusters Score -1799680 nChanged 6
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	Iteration 86Q: 3 clusters Score -1799686 nChanged 8
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	Iteration 90Q: 3 clusters Score -1799706 nChanged 8
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	Iteration 91Q: 3 clusters Score -1799709 nChanged 8
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	Iteration 92Q: 3 clusters Score -1799714 nChanged 6
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	Iteration 93Q: 3 clusters Score -1799712 nChanged 4
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	Iteration 94Q: 3 clusters Score -1799717 nChanged 4
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	Iteration 95Q: 3 clusters Score -1799720 nChanged 8
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	Iteration 96Q: 3 clusters Score -1799723 nChanged 8
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	Iteration 98Q: 3 clusters Score -1799729 nChanged 7
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	Iteration 99Q: 3 clusters Score -1799728 nChanged 9
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	Iteration 100F: 3 clusters Score -1799735 nChanged 3
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	Iteration 102Q: 3 clusters Score -1799738 nChanged 3
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	Iteration 103Q: 3 clusters Score -1799740 nChanged 2
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	Iteration 105Q: 3 clusters Score -1799740 nChanged 4
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	Iteration 106Q: 3 clusters Score -1799739 nChanged 4
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	Iteration 107Q: 3 clusters Score -1799741 nChanged 4
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	Iteration 108Q: 3 clusters Score -1799742 nChanged 5
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	Iteration 109Q: 3 clusters Score -1799744 nChanged 4
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	Iteration 110Q: 3 clusters Score -1799748 nChanged 7
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	Iteration 111Q: 3 clusters Score -1799747 nChanged 3
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	Iteration 112Q: 3 clusters Score -1799750 nChanged 5
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1799755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1799754.125000 Penalty: 4728.908203
	Iteration 114Q: 3 clusters Score -1799754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1799755.375000 Penalty: 4728.908203
	Iteration 115Q: 3 clusters Score -1799755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1799760.125000 Penalty: 4728.908203
	Iteration 116Q: 3 clusters Score -1799760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1799760.125000 Penalty: 4728.908203
	Iteration 117Q: 3 clusters Score -1799760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1799762.875000 Penalty: 4728.908203
	Iteration 118Q: 3 clusters Score -1799763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1799769.250000 Penalty: 4728.908203
	Iteration 119Q: 3 clusters Score -1799769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1799766.750000 Penalty: 4728.908203
	Iteration 120F: 3 clusters Score -1799767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1799766.500000 Penalty: 4728.908203
	Iteration 121Q: 3 clusters Score -1799766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1799767.625000 Penalty: 4728.908203
	Iteration 122Q: 3 clusters Score -1799768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1799768.000000 Penalty: 4728.908203
	Iteration 123Q: 3 clusters Score -1799768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1799769.375000 Penalty: 4728.908203
	Iteration 124Q: 3 clusters Score -1799769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1799770.875000 Penalty: 4728.908203
	Iteration 125Q: 3 clusters Score -1799771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1799775.875000 Penalty: 4728.908203
	Iteration 126Q: 3 clusters Score -1799776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1799773.625000 Penalty: 4728.908203
	Iteration 127Q: 3 clusters Score -1799774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1799775.875000 Penalty: 4728.908203
	Iteration 128Q: 3 clusters Score -1799776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1799776.250000 Penalty: 4728.908203
	Iteration 129Q: 3 clusters Score -1799776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1799776.875000 Penalty: 4728.908203
	Iteration 130Q: 3 clusters Score -1799777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1799777.250000 Penalty: 4728.908203
	Iteration 131Q: 3 clusters Score -1799777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1799780.250000 Penalty: 4728.908203
	Iteration 132Q: 3 clusters Score -1799780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1799780.875000 Penalty: 4728.908203
	Iteration 133Q: 3 clusters Score -1799781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1799781.875000 Penalty: 4728.908203
	Iteration 134Q: 3 clusters Score -1799782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1799782.875000 Penalty: 4728.908203
	Iteration 135Q: 3 clusters Score -1799783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1799782.875000 Penalty: 4728.908203
	Iteration 136F: 3 clusters Score -1799783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234680 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159064 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 162029 members 
Mstep: Class 13 contains 126334 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201068 members 
Mstep: Class 21 contains 13823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 319Q: 21 clusters Score -1.80326e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234682 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159063 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40483 members 
Mstep: Class 12 contains 162020 members 
Mstep: Class 13 contains 126328 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119383 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201059 members 
Mstep: Class 21 contains 13821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325936.000000 Penalty: 70089.187500
Iteration 320F: 21 clusters Score -1.803259e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234685 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159062 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40501 members 
Mstep: Class 12 contains 162014 members 
Mstep: Class 13 contains 126325 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201055 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 321Q: 21 clusters Score -1.80326e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234687 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159062 members 
Mstep: Class 9 contains 189363 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40510 members 
Mstep: Class 12 contains 162008 members 
Mstep: Class 13 contains 126328 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119382 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201053 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 322Q: 21 clusters Score -1.80326e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234686 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159060 members 
Mstep: Class 9 contains 189362 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40519 members 
Mstep: Class 12 contains 162008 members 
Mstep: Class 13 contains 126326 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119381 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201051 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 323Q: 21 clusters Score -1.80326e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234690 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159060 members 
Mstep: Class 9 contains 189360 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40531 members 
Mstep: Class 12 contains 162003 members 
Mstep: Class 13 contains 126323 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119380 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201047 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 324Q: 21 clusters Score -1.80326e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234692 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159059 members 
Mstep: Class 9 contains 189360 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40539 members 
Mstep: Class 12 contains 162001 members 
Mstep: Class 13 contains 126322 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119380 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201043 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326208.000000 Penalty: 70089.187500
Iteration 325Q: 21 clusters Score -1.803262e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234690 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159059 members 
Mstep: Class 9 contains 189364 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40542 members 
Mstep: Class 12 contains 161995 members 
Mstep: Class 13 contains 126321 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 119378 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201047 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 326Q: 21 clusters Score -1.803261e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234687 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159056 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40544 members 
Mstep: Class 12 contains 161993 members 
Mstep: Class 13 contains 126319 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119375 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201050 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 327Q: 21 clusters Score -1.803261e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234681 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159058 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40544 members 
Mstep: Class 12 contains 161990 members 
Mstep: Class 13 contains 126321 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119376 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201053 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 328Q: 21 clusters Score -1.803261e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234680 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159058 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40545 members 
Mstep: Class 12 contains 161988 members 
Mstep: Class 13 contains 126318 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119375 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201059 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 329Q: 21 clusters Score -1.803262e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234683 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159056 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40546 members 
Mstep: Class 12 contains 161988 members 
Mstep: Class 13 contains 126317 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119374 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201058 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 330Q: 21 clusters Score -1.803261e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234682 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159057 members 
Mstep: Class 9 contains 189376 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40550 members 
Mstep: Class 12 contains 161984 members 
Mstep: Class 13 contains 126318 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201058 members 
Mstep: Class 21 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 331Q: 21 clusters Score -1.803261e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234675 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159058 members 
Mstep: Class 9 contains 189378 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40554 members 
Mstep: Class 12 contains 161980 members 
Mstep: Class 13 contains 126320 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201059 members 
Mstep: Class 21 contains 13817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 332Q: 21 clusters Score -1.803261e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234671 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159059 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40560 members 
Mstep: Class 12 contains 161976 members 
Mstep: Class 13 contains 126320 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40464 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201058 members 
Mstep: Class 21 contains 13815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 333Q: 21 clusters Score -1.803261e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234668 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159057 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40576 members 
Mstep: Class 12 contains 161968 members 
Mstep: Class 13 contains 126320 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119373 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201053 members 
Mstep: Class 21 contains 13811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326096.000000 Penalty: 70089.187500
Iteration 334Q: 21 clusters Score -1.803261e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234667 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159060 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40583 members 
Mstep: Class 12 contains 161963 members 
Mstep: Class 13 contains 126319 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201052 members 
Mstep: Class 21 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 335Q: 21 clusters Score -1.803262e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159060 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40594 members 
Mstep: Class 12 contains 161961 members 
Mstep: Class 13 contains 126318 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40462 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201052 members 
Mstep: Class 21 contains 13806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 336Q: 21 clusters Score -1.803261e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159057 members 
Mstep: Class 9 contains 189385 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40609 members 
Mstep: Class 12 contains 161957 members 
Mstep: Class 13 contains 126317 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119368 members 
Mstep: Class 18 contains 40461 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201048 members 
Mstep: Class 21 contains 13806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326128.000000 Penalty: 70089.187500
Iteration 337Q: 21 clusters Score -1.803261e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159054 members 
Mstep: Class 9 contains 189389 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40625 members 
Mstep: Class 12 contains 161952 members 
Mstep: Class 13 contains 126316 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119367 members 
Mstep: Class 18 contains 40460 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201040 members 
Mstep: Class 21 contains 13806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 338Q: 21 clusters Score -1.803262e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159056 members 
Mstep: Class 9 contains 189391 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 161952 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119366 members 
Mstep: Class 18 contains 40459 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201033 members 
Mstep: Class 21 contains 13804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326240.000000 Penalty: 70089.187500
Iteration 339Q: 21 clusters Score -1.803262e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234663 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159052 members 
Mstep: Class 9 contains 189392 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40642 members 
Mstep: Class 12 contains 161949 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119366 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201032 members 
Mstep: Class 21 contains 13802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326272.000000 Penalty: 70089.187500
Iteration 340F: 21 clusters Score -1.803263e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159053 members 
Mstep: Class 9 contains 189393 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40646 members 
Mstep: Class 12 contains 161944 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119367 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 65336 members 
Mstep: Class 20 contains 201033 members 
Mstep: Class 21 contains 13799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326160.000000 Penalty: 70089.187500
Iteration 341Q: 21 clusters Score -1.803262e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159054 members 
Mstep: Class 9 contains 189393 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40654 members 
Mstep: Class 12 contains 161940 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 119367 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201032 members 
Mstep: Class 21 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326112.000000 Penalty: 70089.187500
Iteration 342Q: 21 clusters Score -1.803261e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159054 members 
Mstep: Class 9 contains 189394 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40660 members 
Mstep: Class 12 contains 161935 members 
Mstep: Class 13 contains 126312 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40458 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201034 members 
Mstep: Class 21 contains 13796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 343Q: 21 clusters Score -1.80326e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159053 members 
Mstep: Class 9 contains 189397 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40663 members 
Mstep: Class 12 contains 161932 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40459 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201032 members 
Mstep: Class 21 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 344Q: 21 clusters Score -1.803261e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159052 members 
Mstep: Class 9 contains 189396 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 12 contains 161934 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40459 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201033 members 
Mstep: Class 21 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 345Q: 21 clusters Score -1.80326e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234664 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159051 members 
Mstep: Class 9 contains 189394 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40665 members 
Mstep: Class 12 contains 161935 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201032 members 
Mstep: Class 21 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 346Q: 21 clusters Score -1.80326e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234663 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159050 members 
Mstep: Class 9 contains 189394 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40667 members 
Mstep: Class 12 contains 161936 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201031 members 
Mstep: Class 21 contains 13792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 347Q: 21 clusters Score -1.80326e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189397 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40669 members 
Mstep: Class 12 contains 161937 members 
Mstep: Class 13 contains 126312 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201031 members 
Mstep: Class 21 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 348Q: 21 clusters Score -1.80326e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189396 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40670 members 
Mstep: Class 12 contains 161940 members 
Mstep: Class 13 contains 126311 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201030 members 
Mstep: Class 21 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 349Q: 21 clusters Score -1.80326e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189391 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40672 members 
Mstep: Class 12 contains 161943 members 
Mstep: Class 13 contains 126310 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201031 members 
Mstep: Class 21 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 350Q: 21 clusters Score -1.80326e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189387 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40673 members 
Mstep: Class 12 contains 161941 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119366 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201031 members 
Mstep: Class 21 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 351Q: 21 clusters Score -1.80326e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1493 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159048 members 
Mstep: Class 9 contains 189387 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40674 members 
Mstep: Class 12 contains 161941 members 
Mstep: Class 13 contains 126312 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119367 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201029 members 
Mstep: Class 21 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 352Q: 21 clusters Score -1.80326e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159046 members 
Mstep: Class 9 contains 189386 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40672 members 
Mstep: Class 12 contains 161942 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119368 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201029 members 
Mstep: Class 21 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 353Q: 21 clusters Score -1.80326e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159043 members 
Mstep: Class 9 contains 189387 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40679 members 
Mstep: Class 12 contains 161940 members 
Mstep: Class 13 contains 126319 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201025 members 
Mstep: Class 21 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325968.000000 Penalty: 70089.187500
Iteration 354Q: 21 clusters Score -1.80326e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159041 members 
Mstep: Class 9 contains 189387 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40692 members 
Mstep: Class 12 contains 161935 members 
Mstep: Class 13 contains 126319 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 355Q: 21 clusters Score -1.80326e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234657 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159041 members 
Mstep: Class 9 contains 189389 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40702 members 
Mstep: Class 12 contains 161931 members 
Mstep: Class 13 contains 126317 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 13784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 356Q: 21 clusters Score -1.80326e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234656 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159042 members 
Mstep: Class 9 contains 189387 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40711 members 
Mstep: Class 12 contains 161931 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119364 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201016 members 
Mstep: Class 21 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326064.000000 Penalty: 70089.187500
Iteration 357Q: 21 clusters Score -1.803261e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234655 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159044 members 
Mstep: Class 9 contains 189383 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40717 members 
Mstep: Class 12 contains 161934 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6698 members 
Mstep: Class 17 contains 119365 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201015 members 
Mstep: Class 21 contains 13778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 358Q: 21 clusters Score -1.80326e+08 nChanged 24
Entering ConstructFrom: 
Score: -180325984.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 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 247 members 
Entering Unmasked Estep 
Score: -54802.609375 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54802.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55075.519531 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55075.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55200.902344 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55263.753906 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -55263.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55316.882812 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -55316.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55342.820312 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -55342.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55390.914062 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -55390.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55469.035156 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -55469.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55477.546875 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -55477.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55484.082031 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -55484.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55484.082031 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -55484.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234657 members 
Entering Unmasked Estep 
Score: -31388872.000000 Penalty: 3066.738281
	Iteration 0F: 2 clusters Score -3.138887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -31242882.000000 Penalty: 6133.476562
	Iteration 0F: 3 clusters Score -3.124288e+07 nChanged 112979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -31309122.000000 Penalty: 6133.476562
	Iteration 1F: 3 clusters Score -3.130912e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -31310162.000000 Penalty: 6133.476562
	Iteration 2Q: 3 clusters Score -3.131016e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -31311242.000000 Penalty: 6133.476562
	Iteration 3Q: 3 clusters Score -3.131124e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -31312916.000000 Penalty: 6133.476562
	Iteration 4Q: 3 clusters Score -3.131292e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -31315944.000000 Penalty: 6133.476562
	Iteration 5Q: 3 clusters Score -3.131594e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104132 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -31321562.000000 Penalty: 6133.476562
	Iteration 6Q: 3 clusters Score -3.132156e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -31331768.000000 Penalty: 6133.476562
	Iteration 7F: 3 clusters Score -3.133177e+07 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -31346788.000000 Penalty: 6133.476562
	Iteration 8F: 3 clusters Score -3.134679e+07 nChanged 17679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -31362210.000000 Penalty: 6133.476562
	Iteration 9F: 3 clusters Score -3.136221e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 156641 members 
Entering Unmasked Estep 
Score: -31371048.000000 Penalty: 6133.476562
	Iteration 10F: 3 clusters Score -3.137105e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -31374412.000000 Penalty: 6133.476562
	Iteration 11Q: 3 clusters Score -3.137441e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -31375646.000000 Penalty: 6133.476562
	Iteration 12Q: 3 clusters Score -3.137565e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -31376794.000000 Penalty: 6133.476562
	Iteration 13Q: 3 clusters Score -3.137679e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -31377722.000000 Penalty: 6133.476562
	Iteration 14Q: 3 clusters Score -3.137772e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 166149 members 
Entering Unmasked Estep 
Score: -31378550.000000 Penalty: 6133.476562
	Iteration 15Q: 3 clusters Score -3.137855e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -31379210.000000 Penalty: 6133.476562
	Iteration 16Q: 3 clusters Score -3.137921e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -31379972.000000 Penalty: 6133.476562
	Iteration 17Q: 3 clusters Score -3.137997e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -31380652.000000 Penalty: 6133.476562
	Iteration 18Q: 3 clusters Score -3.138065e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -31381732.000000 Penalty: 6133.476562
	Iteration 19Q: 3 clusters Score -3.138173e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -31382740.000000 Penalty: 6133.476562
	Iteration 20F: 3 clusters Score -3.138274e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -31383548.000000 Penalty: 6133.476562
	Iteration 21Q: 3 clusters Score -3.138355e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -31384706.000000 Penalty: 6133.476562
	Iteration 22Q: 3 clusters Score -3.138471e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 180735 members 
Entering Unmasked Estep 
Score: -31385762.000000 Penalty: 6133.476562
	Iteration 23Q: 3 clusters Score -3.138576e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -31386736.000000 Penalty: 6133.476562
	Iteration 24Q: 3 clusters Score -3.138674e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 186821 members 
Entering Unmasked Estep 
Score: -31387674.000000 Penalty: 6133.476562
	Iteration 25Q: 3 clusters Score -3.138767e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 190229 members 
Entering Unmasked Estep 
Score: -31388680.000000 Penalty: 6133.476562
	Iteration 26Q: 3 clusters Score -3.138868e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 193660 members 
Entering Unmasked Estep 
Score: -31389578.000000 Penalty: 6133.476562
	Iteration 27Q: 3 clusters Score -3.138958e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 196995 members 
Entering Unmasked Estep 
Score: -31390140.000000 Penalty: 6133.476562
	Iteration 28Q: 3 clusters Score -3.139014e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -31390272.000000 Penalty: 6133.476562
	Iteration 29Q: 3 clusters Score -3.139027e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 203084 members 
Entering Unmasked Estep 
Score: -31390326.000000 Penalty: 6133.476562
	Iteration 30Q: 3 clusters Score -3.139033e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -31390420.000000 Penalty: 6133.476562
	Iteration 31Q: 3 clusters Score -3.139042e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 208230 members 
Entering Unmasked Estep 
Score: -31390430.000000 Penalty: 6133.476562
	Iteration 32Q: 3 clusters Score -3.139043e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -31390422.000000 Penalty: 6133.476562
	Iteration 33Q: 3 clusters Score -3.139042e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 212392 members 
Entering Unmasked Estep 
Score: -31390240.000000 Penalty: 6133.476562
	Iteration 34Q: 3 clusters Score -3.139024e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 214124 members 
Entering Unmasked Estep 
Score: -31390088.000000 Penalty: 6133.476562
	Iteration 35Q: 3 clusters Score -3.139009e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 215644 members 
Entering Unmasked Estep 
Score: -31390032.000000 Penalty: 6133.476562
	Iteration 36Q: 3 clusters Score -3.139003e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -31389910.000000 Penalty: 6133.476562
	Iteration 37Q: 3 clusters Score -3.138991e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 218120 members 
Entering Unmasked Estep 
Score: -31389682.000000 Penalty: 6133.476562
	Iteration 38Q: 3 clusters Score -3.138968e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 219109 members 
Entering Unmasked Estep 
Score: -31389524.000000 Penalty: 6133.476562
	Iteration 39Q: 3 clusters Score -3.138952e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 219964 members 
Entering Unmasked Estep 
Score: -31389506.000000 Penalty: 6133.476562
	Iteration 40F: 3 clusters Score -3.138951e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 220863 members 
Entering Unmasked Estep 
Score: -31389352.000000 Penalty: 6133.476562
	Iteration 41Q: 3 clusters Score -3.138935e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -31389216.000000 Penalty: 6133.476562
	Iteration 42Q: 3 clusters Score -3.138922e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 222420 members 
Entering Unmasked Estep 
Score: -31389082.000000 Penalty: 6133.476562
	Iteration 43Q: 3 clusters Score -3.138908e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 223100 members 
Entering Unmasked Estep 
Score: -31388822.000000 Penalty: 6133.476562
	Iteration 44Q: 3 clusters Score -3.138882e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 223731 members 
Entering Unmasked Estep 
Score: -31388686.000000 Penalty: 6133.476562
	Iteration 45Q: 3 clusters Score -3.138869e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 224305 members 
Entering Unmasked Estep 
Score: -31388610.000000 Penalty: 6133.476562
	Iteration 46Q: 3 clusters Score -3.138861e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 224817 members 
Entering Unmasked Estep 
Score: -31388622.000000 Penalty: 6133.476562
	Iteration 47Q: 3 clusters Score -3.138862e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 225296 members 
Entering Unmasked Estep 
Score: -31388468.000000 Penalty: 6133.476562
	Iteration 48Q: 3 clusters Score -3.138847e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -31388338.000000 Penalty: 6133.476562
	Iteration 49Q: 3 clusters Score -3.138834e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 226155 members 
Entering Unmasked Estep 
Score: -31388222.000000 Penalty: 6133.476562
	Iteration 50Q: 3 clusters Score -3.138822e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 226518 members 
Entering Unmasked Estep 
Score: -31388158.000000 Penalty: 6133.476562
	Iteration 51Q: 3 clusters Score -3.138816e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 226834 members 
Entering Unmasked Estep 
Score: -31388152.000000 Penalty: 6133.476562
	Iteration 52Q: 3 clusters Score -3.138815e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 227128 members 
Entering Unmasked Estep 
Score: -31388082.000000 Penalty: 6133.476562
	Iteration 53Q: 3 clusters Score -3.138808e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 227406 members 
Entering Unmasked Estep 
Score: -31387996.000000 Penalty: 6133.476562
	Iteration 54Q: 3 clusters Score -3.1388e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 227692 members 
Entering Unmasked Estep 
Score: -31388030.000000 Penalty: 6133.476562
	Iteration 55Q: 3 clusters Score -3.138803e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 227967 members 
Entering Unmasked Estep 
Score: -31387982.000000 Penalty: 6133.476562
	Iteration 56Q: 3 clusters Score -3.138798e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 228225 members 
Entering Unmasked Estep 
Score: -31387946.000000 Penalty: 6133.476562
	Iteration 57Q: 3 clusters Score -3.138795e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 228461 members 
Entering Unmasked Estep 
Score: -31387856.000000 Penalty: 6133.476562
	Iteration 58Q: 3 clusters Score -3.138786e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 228672 members 
Entering Unmasked Estep 
Score: -31387796.000000 Penalty: 6133.476562
	Iteration 59Q: 3 clusters Score -3.13878e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 228871 members 
Entering Unmasked Estep 
Score: -31387784.000000 Penalty: 6133.476562
	Iteration 60F: 3 clusters Score -3.138778e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 229073 members 
Entering Unmasked Estep 
Score: -31387736.000000 Penalty: 6133.476562
	Iteration 61Q: 3 clusters Score -3.138774e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 229267 members 
Entering Unmasked Estep 
Score: -31387720.000000 Penalty: 6133.476562
	Iteration 62Q: 3 clusters Score -3.138772e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 229455 members 
Entering Unmasked Estep 
Score: -31387724.000000 Penalty: 6133.476562
	Iteration 63Q: 3 clusters Score -3.138772e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -31387750.000000 Penalty: 6133.476562
	Iteration 64Q: 3 clusters Score -3.138775e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 229762 members 
Entering Unmasked Estep 
Score: -31387692.000000 Penalty: 6133.476562
	Iteration 65Q: 3 clusters Score -3.138769e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 229904 members 
Entering Unmasked Estep 
Score: -31387738.000000 Penalty: 6133.476562
	Iteration 66Q: 3 clusters Score -3.138774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 230042 members 
Entering Unmasked Estep 
Score: -31387696.000000 Penalty: 6133.476562
	Iteration 67Q: 3 clusters Score -3.13877e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 230178 members 
Entering Unmasked Estep 
Score: -31387620.000000 Penalty: 6133.476562
	Iteration 68Q: 3 clusters Score -3.138762e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 230309 members 
Entering Unmasked Estep 
Score: -31387576.000000 Penalty: 6133.476562
	Iteration 69Q: 3 clusters Score -3.138758e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 230430 members 
Entering Unmasked Estep 
Score: -31387596.000000 Penalty: 6133.476562
	Iteration 70Q: 3 clusters Score -3.13876e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 230537 members 
Entering Unmasked Estep 
Score: -31387606.000000 Penalty: 6133.476562
	Iteration 71Q: 3 clusters Score -3.138761e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 230635 members 
Entering Unmasked Estep 
Score: -31387550.000000 Penalty: 6133.476562
	Iteration 72Q: 3 clusters Score -3.138755e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 230717 members 
Entering Unmasked Estep 
Score: -31387568.000000 Penalty: 6133.476562
	Iteration 73Q: 3 clusters Score -3.138757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 230795 members 
Entering Unmasked Estep 
Score: -31387522.000000 Penalty: 6133.476562
	Iteration 74Q: 3 clusters Score -3.138752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 230857 members 
Entering Unmasked Estep 
Score: -31387484.000000 Penalty: 6133.476562
	Iteration 75Q: 3 clusters Score -3.138748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 230928 members 
Entering Unmasked Estep 
Score: -31387440.000000 Penalty: 6133.476562
	Iteration 76Q: 3 clusters Score -3.138744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 231002 members 
Entering Unmasked Estep 
Score: -31387456.000000 Penalty: 6133.476562
	Iteration 77Q: 3 clusters Score -3.138746e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 231072 members 
Entering Unmasked Estep 
Score: -31387454.000000 Penalty: 6133.476562
	Iteration 78Q: 3 clusters Score -3.138745e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 231133 members 
Entering Unmasked Estep 
Score: -31387456.000000 Penalty: 6133.476562
	Iteration 79Q: 3 clusters Score -3.138746e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 231201 members 
Entering Unmasked Estep 
Score: -31387466.000000 Penalty: 6133.476562
	Iteration 80F: 3 clusters Score -3.138747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 231275 members 
Entering Unmasked Estep 
Score: -31387486.000000 Penalty: 6133.476562
	Iteration 81Q: 3 clusters Score -3.138749e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 231346 members 
Entering Unmasked Estep 
Score: -31387494.000000 Penalty: 6133.476562
	Iteration 82Q: 3 clusters Score -3.138749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 231416 members 
Entering Unmasked Estep 
Score: -31387430.000000 Penalty: 6133.476562
	Iteration 83Q: 3 clusters Score -3.138743e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 231496 members 
Entering Unmasked Estep 
Score: -31387394.000000 Penalty: 6133.476562
	Iteration 84Q: 3 clusters Score -3.138739e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 231570 members 
Entering Unmasked Estep 
Score: -31387380.000000 Penalty: 6133.476562
	Iteration 85Q: 3 clusters Score -3.138738e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 231656 members 
Entering Unmasked Estep 
Score: -31387350.000000 Penalty: 6133.476562
	Iteration 86Q: 3 clusters Score -3.138735e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 231723 members 
Entering Unmasked Estep 
Score: -31387334.000000 Penalty: 6133.476562
	Iteration 87Q: 3 clusters Score -3.138733e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 231786 members 
Entering Unmasked Estep 
Score: -31387336.000000 Penalty: 6133.476562
	Iteration 88Q: 3 clusters Score -3.138734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 231850 members 
Entering Unmasked Estep 
Score: -31387296.000000 Penalty: 6133.476562
	Iteration 89Q: 3 clusters Score -3.13873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 231908 members 
Entering Unmasked Estep 
Score: -31387286.000000 Penalty: 6133.476562
	Iteration 90Q: 3 clusters Score -3.138729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 231959 members 
Entering Unmasked Estep 
Score: -31387236.000000 Penalty: 6133.476562
	Iteration 91Q: 3 clusters Score -3.138724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 232003 members 
Entering Unmasked Estep 
Score: -31387228.000000 Penalty: 6133.476562
	Iteration 92Q: 3 clusters Score -3.138723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 232048 members 
Entering Unmasked Estep 
Score: -31387214.000000 Penalty: 6133.476562
	Iteration 93Q: 3 clusters Score -3.138721e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 232090 members 
Entering Unmasked Estep 
Score: -31387204.000000 Penalty: 6133.476562
	Iteration 94Q: 3 clusters Score -3.13872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 232122 members 
Entering Unmasked Estep 
Score: -31387170.000000 Penalty: 6133.476562
	Iteration 95Q: 3 clusters Score -3.138717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 232158 members 
Entering Unmasked Estep 
Score: -31387144.000000 Penalty: 6133.476562
	Iteration 96Q: 3 clusters Score -3.138714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 232196 members 
Entering Unmasked Estep 
Score: -31387114.000000 Penalty: 6133.476562
	Iteration 97Q: 3 clusters Score -3.138711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 232230 members 
Entering Unmasked Estep 
Score: -31387124.000000 Penalty: 6133.476562
	Iteration 98Q: 3 clusters Score -3.138712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 232257 members 
Entering Unmasked Estep 
Score: -31387078.000000 Penalty: 6133.476562
	Iteration 99Q: 3 clusters Score -3.138708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 232281 members 
Entering Unmasked Estep 
Score: -31387082.000000 Penalty: 6133.476562
	Iteration 100F: 3 clusters Score -3.138708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 232301 members 
Entering Unmasked Estep 
Score: -31387066.000000 Penalty: 6133.476562
	Iteration 101Q: 3 clusters Score -3.138707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 232316 members 
Entering Unmasked Estep 
Score: -31387040.000000 Penalty: 6133.476562
	Iteration 102Q: 3 clusters Score -3.138704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 232331 members 
Entering Unmasked Estep 
Score: -31387070.000000 Penalty: 6133.476562
	Iteration 103Q: 3 clusters Score -3.138707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 232342 members 
Entering Unmasked Estep 
Score: -31387088.000000 Penalty: 6133.476562
	Iteration 104Q: 3 clusters Score -3.138709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 232353 members 
Entering Unmasked Estep 
Score: -31387076.000000 Penalty: 6133.476562
	Iteration 105Q: 3 clusters Score -3.138708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 232369 members 
Entering Unmasked Estep 
Score: -31387046.000000 Penalty: 6133.476562
	Iteration 106Q: 3 clusters Score -3.138705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 232382 members 
Entering Unmasked Estep 
Score: -31387064.000000 Penalty: 6133.476562
	Iteration 107Q: 3 clusters Score -3.138706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 232397 members 
Entering Unmasked Estep 
Score: -31387054.000000 Penalty: 6133.476562
	Iteration 108Q: 3 clusters Score -3.138705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 232413 members 
Entering Unmasked Estep 
Score: -31387060.000000 Penalty: 6133.476562
	Iteration 109Q: 3 clusters Score -3.138706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 232429 members 
Entering Unmasked Estep 
Score: -31387050.000000 Penalty: 6133.476562
	Iteration 110Q: 3 clusters Score -3.138705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 232443 members 
Entering Unmasked Estep 
Score: -31387048.000000 Penalty: 6133.476562
	Iteration 111Q: 3 clusters Score -3.138705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 232455 members 
Entering Unmasked Estep 
Score: -31387058.000000 Penalty: 6133.476562
	Iteration 112Q: 3 clusters Score -3.138706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 232471 members 
Entering Unmasked Estep 
Score: -31387054.000000 Penalty: 6133.476562
	Iteration 113Q: 3 clusters Score -3.138705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 232484 members 
Entering Unmasked Estep 
Score: -31387028.000000 Penalty: 6133.476562
	Iteration 114Q: 3 clusters Score -3.138703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 232489 members 
Entering Unmasked Estep 
Score: -31387018.000000 Penalty: 6133.476562
	Iteration 115Q: 3 clusters Score -3.138702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 232495 members 
Entering Unmasked Estep 
Score: -31387022.000000 Penalty: 6133.476562
	Iteration 116Q: 3 clusters Score -3.138702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 232507 members 
Entering Unmasked Estep 
Score: -31387032.000000 Penalty: 6133.476562
	Iteration 117Q: 3 clusters Score -3.138703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 232519 members 
Entering Unmasked Estep 
Score: -31387034.000000 Penalty: 6133.476562
	Iteration 118Q: 3 clusters Score -3.138703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 232529 members 
Entering Unmasked Estep 
Score: -31387026.000000 Penalty: 6133.476562
	Iteration 119Q: 3 clusters Score -3.138703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 232537 members 
Entering Unmasked Estep 
Score: -31387022.000000 Penalty: 6133.476562
	Iteration 120F: 3 clusters Score -3.138702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 232544 members 
Entering Unmasked Estep 
Score: -31387018.000000 Penalty: 6133.476562
	Iteration 121Q: 3 clusters Score -3.138702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 232553 members 
Entering Unmasked Estep 
Score: -31387024.000000 Penalty: 6133.476562
	Iteration 122Q: 3 clusters Score -3.138702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -31387030.000000 Penalty: 6133.476562
	Iteration 123Q: 3 clusters Score -3.138703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 232566 members 
Entering Unmasked Estep 
Score: -31387032.000000 Penalty: 6133.476562
	Iteration 124Q: 3 clusters Score -3.138703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 232577 members 
Entering Unmasked Estep 
Score: -31387032.000000 Penalty: 6133.476562
	Iteration 125Q: 3 clusters Score -3.138703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -31387022.000000 Penalty: 6133.476562
	Iteration 126Q: 3 clusters Score -3.138702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 232591 members 
Entering Unmasked Estep 
Score: -31387020.000000 Penalty: 6133.476562
	Iteration 127Q: 3 clusters Score -3.138702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -31387006.000000 Penalty: 6133.476562
	Iteration 128Q: 3 clusters Score -3.138701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 232611 members 
Entering Unmasked Estep 
Score: -31387024.000000 Penalty: 6133.476562
	Iteration 129Q: 3 clusters Score -3.138702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 232625 members 
Entering Unmasked Estep 
Score: -31387030.000000 Penalty: 6133.476562
	Iteration 130Q: 3 clusters Score -3.138703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -31387022.000000 Penalty: 6133.476562
	Iteration 131Q: 3 clusters Score -3.138702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 232647 members 
Entering Unmasked Estep 
Score: -31387040.000000 Penalty: 6133.476562
	Iteration 132Q: 3 clusters Score -3.138704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 232659 members 
Entering Unmasked Estep 
Score: -31387022.000000 Penalty: 6133.476562
	Iteration 133Q: 3 clusters Score -3.138702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 232671 members 
Entering Unmasked Estep 
Score: -31387006.000000 Penalty: 6133.476562
	Iteration 134Q: 3 clusters Score -3.138701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 232671 members 
Entering Unmasked Estep 
Score: -31387010.000000 Penalty: 6133.476562
	Iteration 135Q: 3 clusters Score -3.138701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 232680 members 
Entering Unmasked Estep 
Score: -31387016.000000 Penalty: 6133.476562
	Iteration 136Q: 3 clusters Score -3.138702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 232686 members 
Entering Unmasked Estep 
Score: -31387018.000000 Penalty: 6133.476562
	Iteration 137Q: 3 clusters Score -3.138702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 232694 members 
Entering Unmasked Estep 
Score: -31387008.000000 Penalty: 6133.476562
	Iteration 138Q: 3 clusters Score -3.138701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 232701 members 
Entering Unmasked Estep 
Score: -31386996.000000 Penalty: 6133.476562
	Iteration 139Q: 3 clusters Score -3.1387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -31386996.000000 Penalty: 6133.476562
	Iteration 140F: 3 clusters Score -3.1387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 232711 members 
Entering Unmasked Estep 
Score: -31387000.000000 Penalty: 6133.476562
	Iteration 141Q: 3 clusters Score -3.1387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 232716 members 
Entering Unmasked Estep 
Score: -31386984.000000 Penalty: 6133.476562
	Iteration 142Q: 3 clusters Score -3.138698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 232719 members 
Entering Unmasked Estep 
Score: -31386976.000000 Penalty: 6133.476562
	Iteration 143Q: 3 clusters Score -3.138698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 232721 members 
Entering Unmasked Estep 
Score: -31386978.000000 Penalty: 6133.476562
	Iteration 144Q: 3 clusters Score -3.138698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 232724 members 
Entering Unmasked Estep 
Score: -31386968.000000 Penalty: 6133.476562
	Iteration 145Q: 3 clusters Score -3.138697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 232726 members 
Entering Unmasked Estep 
Score: -31386984.000000 Penalty: 6133.476562
	Iteration 146Q: 3 clusters Score -3.138698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 232728 members 
Entering Unmasked Estep 
Score: -31386958.000000 Penalty: 6133.476562
	Iteration 147Q: 3 clusters Score -3.138696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 232731 members 
Entering Unmasked Estep 
Score: -31386974.000000 Penalty: 6133.476562
	Iteration 148Q: 3 clusters Score -3.138697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 232736 members 
Entering Unmasked Estep 
Score: -31386962.000000 Penalty: 6133.476562
	Iteration 149Q: 3 clusters Score -3.138696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 232742 members 
Entering Unmasked Estep 
Score: -31386962.000000 Penalty: 6133.476562
	Iteration 150Q: 3 clusters Score -3.138696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -31386970.000000 Penalty: 6133.476562
	Iteration 151Q: 3 clusters Score -3.138697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 232747 members 
Entering Unmasked Estep 
Score: -31386958.000000 Penalty: 6133.476562
	Iteration 152Q: 3 clusters Score -3.138696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 232749 members 
Entering Unmasked Estep 
Score: -31386958.000000 Penalty: 6133.476562
	Iteration 153Q: 3 clusters Score -3.138696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 232750 members 
Entering Unmasked Estep 
Score: -31386950.000000 Penalty: 6133.476562
	Iteration 154Q: 3 clusters Score -3.138695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 232753 members 
Entering Unmasked Estep 
Score: -31386962.000000 Penalty: 6133.476562
	Iteration 155Q: 3 clusters Score -3.138696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 232755 members 
Entering Unmasked Estep 
Score: -31386952.000000 Penalty: 6133.476562
	Iteration 156Q: 3 clusters Score -3.138695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 232757 members 
Entering Unmasked Estep 
Score: -31386956.000000 Penalty: 6133.476562
	Iteration 157Q: 3 clusters Score -3.138696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 232758 members 
Entering Unmasked Estep 
Score: -31386976.000000 Penalty: 6133.476562
	Iteration 158Q: 3 clusters Score -3.138698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 232761 members 
Entering Unmasked Estep 
Score: -31386966.000000 Penalty: 6133.476562
	Iteration 159Q: 3 clusters Score -3.138697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 232764 members 
Entering Unmasked Estep 
Score: -31386958.000000 Penalty: 6133.476562
	Iteration 160F: 3 clusters Score -3.138696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 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 300 members 
Entering Unmasked Estep 
Score: -70266.546875 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70266.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70512.539062 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70512.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70613.570312 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70613.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70708.851562 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -70708.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70763.632812 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -70763.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70779.593750 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -70779.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70798.695312 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -70798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70810.414062 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -70810.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70824.390625 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -70824.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70843.257812 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -70843.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70893.406250 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -70893.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71003.109375 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71003.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71102.773438 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -71102.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71166.273438 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -71166.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71222.531250 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -71222.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71356.281250 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -71356.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71474.656250 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -71474.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71529.671875 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -71529.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71559.828125 Penalty: 3163.699219
	Iteration 18Q: 3 clusters Score -71559.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71575.054688 Penalty: 3163.699219
	Iteration 19Q: 3 clusters Score -71575.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71604.898438 Penalty: 3163.699219
	Iteration 20F: 3 clusters Score -71604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71616.328125 Penalty: 3163.699219
	Iteration 21Q: 3 clusters Score -71616.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71620.101562 Penalty: 3163.699219
	Iteration 22Q: 3 clusters Score -71620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71620.101562 Penalty: 3163.699219
	Iteration 23F: 3 clusters Score -71620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -187747.140625 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -187747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -185460.296875 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -185460.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185839.328125 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -185839.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -185945.156250 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -185945.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186018.078125 Penalty: 3626.032959
	Iteration 3Q: 3 clusters Score -186018.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186061.953125 Penalty: 3626.032959
	Iteration 4Q: 3 clusters Score -186062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186097.218750 Penalty: 3626.032959
	Iteration 5Q: 3 clusters Score -186097.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186126.921875 Penalty: 3626.032959
	Iteration 6Q: 3 clusters Score -186126.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186145.203125 Penalty: 3626.032959
	Iteration 7Q: 3 clusters Score -186145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186153.593750 Penalty: 3626.032959
	Iteration 8Q: 3 clusters Score -186153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186158.046875 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -186158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -186163.046875 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -186163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186165.531250 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -186165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186167.718750 Penalty: 3626.032959
	Iteration 12Q: 3 clusters Score -186167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -186169.859375 Penalty: 3626.032959
	Iteration 13Q: 3 clusters Score -186169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -186173.687500 Penalty: 3626.032959
	Iteration 14Q: 3 clusters Score -186173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -186176.156250 Penalty: 3626.032959
	Iteration 15Q: 3 clusters Score -186176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186179.984375 Penalty: 3626.032959
	Iteration 16Q: 3 clusters Score -186180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186181.328125 Penalty: 3626.032959
	Iteration 17Q: 3 clusters Score -186181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -186182.875000 Penalty: 3626.032959
	Iteration 18Q: 3 clusters Score -186182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186184.109375 Penalty: 3626.032959
	Iteration 19Q: 3 clusters Score -186184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186184.984375 Penalty: 3626.032959
	Iteration 20F: 3 clusters Score -186185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186186.296875 Penalty: 3626.032959
	Iteration 21Q: 3 clusters Score -186186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -186186.546875 Penalty: 3626.032959
	Iteration 22Q: 3 clusters Score -186186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -186186.546875 Penalty: 3626.032959
	Iteration 23F: 3 clusters Score -186186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -104752.062500 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -104752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102985.492188 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -102985.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103358.000000 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -103358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103484.304688 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -103484.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103590.937500 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -103590.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103726.625000 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -103726.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103883.781250 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -103883.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104071.117188 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -104071.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104192.148438 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -104192.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104256.953125 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -104257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104322.570312 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -104322.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104352.367188 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -104352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104377.968750 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -104378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -104415.523438 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -104415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104448.851562 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -104448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104478.546875 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -104478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104499.492188 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -104499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -104510.070312 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -104510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104514.093750 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -104514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104520.343750 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -104520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104524.125000 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -104524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104530.773438 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -104530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104535.460938 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -104535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104538.031250 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -104538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104538.648438 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -104538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104538.648438 Penalty: 3353.740234
	Iteration 24F: 3 clusters Score -104538.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -527951.312500 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -527951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -523963.593750 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -523963.6 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -524808.750000 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -524808.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -524992.125000 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -524992.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -525137.937500 Penalty: 4131.270996
	Iteration 3Q: 3 clusters Score -525137.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -525272.125000 Penalty: 4131.270996
	Iteration 4Q: 3 clusters Score -525272.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -525382.687500 Penalty: 4131.270996
	Iteration 5Q: 3 clusters Score -525382.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -525465.250000 Penalty: 4131.270996
	Iteration 6Q: 3 clusters Score -525465.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525530.937500 Penalty: 4131.270996
	Iteration 7Q: 3 clusters Score -525530.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -525600.187500 Penalty: 4131.270996
	Iteration 8Q: 3 clusters Score -525600.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -525661.187500 Penalty: 4131.270996
	Iteration 9Q: 3 clusters Score -525661.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -525712.187500 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -525712.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -525755.437500 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -525755.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -525796.375000 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -525796.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -525842.187500 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -525842.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -525884.562500 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -525884.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -525922.562500 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -525922.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -525960.375000 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -525960.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -526000.750000 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -526000.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -526050.250000 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -526050.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -526104.437500 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -526104.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -526155.812500 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -526155.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -526194.375000 Penalty: 4131.270996
	Iteration 21Q: 3 clusters Score -526194.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -526224.750000 Penalty: 4131.270996
	Iteration 22Q: 3 clusters Score -526224.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -526244.562500 Penalty: 4131.270996
	Iteration 23Q: 3 clusters Score -526244.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -526262.062500 Penalty: 4131.270996
	Iteration 24Q: 3 clusters Score -526262.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -526278.687500 Penalty: 4131.270996
	Iteration 25Q: 3 clusters Score -526278.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -526289.312500 Penalty: 4131.270996
	Iteration 26Q: 3 clusters Score -526289.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -526296.187500 Penalty: 4131.270996
	Iteration 27Q: 3 clusters Score -526296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -526302.312500 Penalty: 4131.270996
	Iteration 28Q: 3 clusters Score -526302.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -526308.187500 Penalty: 4131.270996
	Iteration 29Q: 3 clusters Score -526308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -526315.125000 Penalty: 4131.270996
	Iteration 30Q: 3 clusters Score -526315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -526320.500000 Penalty: 4131.270996
	Iteration 31Q: 3 clusters Score -526320.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -526327.562500 Penalty: 4131.270996
	Iteration 32Q: 3 clusters Score -526327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -526333.125000 Penalty: 4131.270996
	Iteration 33Q: 3 clusters Score -526333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -526337.250000 Penalty: 4131.270996
	Iteration 34Q: 3 clusters Score -526337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -526342.125000 Penalty: 4131.270996
	Iteration 35Q: 3 clusters Score -526342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -526346.562500 Penalty: 4131.270996
	Iteration 36Q: 3 clusters Score -526346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -526350.562500 Penalty: 4131.270996
	Iteration 37Q: 3 clusters Score -526350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -526356.875000 Penalty: 4131.270996
	Iteration 38Q: 3 clusters Score -526356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -526361.875000 Penalty: 4131.270996
	Iteration 39Q: 3 clusters Score -526361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -526365.312500 Penalty: 4131.270996
	Iteration 40F: 3 clusters Score -526365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -526368.437500 Penalty: 4131.270996
	Iteration 41Q: 3 clusters Score -526368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -526370.125000 Penalty: 4131.270996
	Iteration 42Q: 3 clusters Score -526370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -526371.875000 Penalty: 4131.270996
	Iteration 43Q: 3 clusters Score -526371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -526372.312500 Penalty: 4131.270996
	Iteration 44Q: 3 clusters Score -526372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -526373.312500 Penalty: 4131.270996
	Iteration 45Q: 3 clusters Score -526373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -526374.312500 Penalty: 4131.270996
	Iteration 46Q: 3 clusters Score -526374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -526375.000000 Penalty: 4131.270996
	Iteration 47Q: 3 clusters Score -526375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -526374.500000 Penalty: 4131.270996
	Iteration 48Q: 3 clusters Score -526374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -526374.375000 Penalty: 4131.270996
	Iteration 49Q: 3 clusters Score -526374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -526374.375000 Penalty: 4131.270996
	Iteration 50F: 3 clusters Score -526374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -403249.593750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -403249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -399965.531250 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -399965.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -400621.625000 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -400621.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -400849.406250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -400849.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -401037.531250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -401037.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -401175.593750 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -401175.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -401271.875000 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -401271.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -401358.781250 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -401358.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -401441.437500 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -401441.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -401502.406250 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -401502.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -401573.031250 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -401573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -401644.875000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -401644.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -401749.093750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -401749.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -401893.781250 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -401893.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402028.343750 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -402028.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -402143.968750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -402144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -402270.562500 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -402270.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -402386.125000 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -402386.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402479.218750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -402479.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -402533.156250 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -402533.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -402573.875000 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -402573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -402602.656250 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -402602.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402651.281250 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -402651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -402697.562500 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -402697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -402728.000000 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -402728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -402747.000000 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -402747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -402770.125000 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -402770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -402781.187500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -402781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -402785.875000 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -402785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402786.437500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -402786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -402786.437500 Penalty: 3979.031250
	Iteration 29F: 3 clusters Score -402786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159043 members 
Entering Unmasked Estep 
Score: -21451334.000000 Penalty: 2970.278564
	Iteration 0F: 2 clusters Score -2.145133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -21346852.000000 Penalty: 5940.557129
	Iteration 0F: 3 clusters Score -2.134685e+07 nChanged 76049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -21391992.000000 Penalty: 5940.557129
	Iteration 1F: 3 clusters Score -2.139199e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -21394284.000000 Penalty: 5940.557129
	Iteration 2Q: 3 clusters Score -2.139428e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -21398918.000000 Penalty: 5940.557129
	Iteration 3F: 3 clusters Score -2.139892e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111154 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -21406396.000000 Penalty: 5940.557129
	Iteration 4F: 3 clusters Score -2.14064e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -21418080.000000 Penalty: 5940.557129
	Iteration 5F: 3 clusters Score -2.141808e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137790 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -21430424.000000 Penalty: 5940.557129
	Iteration 6F: 3 clusters Score -2.143042e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -21440028.000000 Penalty: 5940.557129
	Iteration 7F: 3 clusters Score -2.144003e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -21445060.000000 Penalty: 5940.557129
	Iteration 8Q: 3 clusters Score -2.144506e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21447152.000000 Penalty: 5940.557129
	Iteration 9Q: 3 clusters Score -2.144715e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21447996.000000 Penalty: 5940.557129
	Iteration 10Q: 3 clusters Score -2.1448e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21448390.000000 Penalty: 5940.557129
	Iteration 11Q: 3 clusters Score -2.144839e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21448626.000000 Penalty: 5940.557129
	Iteration 12Q: 3 clusters Score -2.144863e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158283 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21448702.000000 Penalty: 5940.557129
	Iteration 13Q: 3 clusters Score -2.14487e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21448770.000000 Penalty: 5940.557129
	Iteration 14Q: 3 clusters Score -2.144877e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21448804.000000 Penalty: 5940.557129
	Iteration 15Q: 3 clusters Score -2.14488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21448840.000000 Penalty: 5940.557129
	Iteration 16Q: 3 clusters Score -2.144884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21448844.000000 Penalty: 5940.557129
	Iteration 17Q: 3 clusters Score -2.144884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158405 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21448864.000000 Penalty: 5940.557129
	Iteration 18Q: 3 clusters Score -2.144886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21448854.000000 Penalty: 5940.557129
	Iteration 19Q: 3 clusters Score -2.144885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21448874.000000 Penalty: 5940.557129
	Iteration 20F: 3 clusters Score -2.144887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21448886.000000 Penalty: 5940.557129
	Iteration 21Q: 3 clusters Score -2.144889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21448884.000000 Penalty: 5940.557129
	Iteration 22Q: 3 clusters Score -2.144888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21448894.000000 Penalty: 5940.557129
	Iteration 23Q: 3 clusters Score -2.144889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21448886.000000 Penalty: 5940.557129
	Iteration 24Q: 3 clusters Score -2.144889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21448876.000000 Penalty: 5940.557129
	Iteration 25Q: 3 clusters Score -2.144888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21448910.000000 Penalty: 5940.557129
	Iteration 26Q: 3 clusters Score -2.144891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21448908.000000 Penalty: 5940.557129
	Iteration 27Q: 3 clusters Score -2.144891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21448904.000000 Penalty: 5940.557129
	Iteration 28Q: 3 clusters Score -2.14489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21448904.000000 Penalty: 5940.557129
	Iteration 29Q: 3 clusters Score -2.14489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21448906.000000 Penalty: 5940.557129
	Iteration 30Q: 3 clusters Score -2.144891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21448896.000000 Penalty: 5940.557129
	Iteration 31Q: 3 clusters Score -2.14489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21448896.000000 Penalty: 5940.557129
	Iteration 32F: 3 clusters Score -2.14489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189380 members 
Entering Unmasked Estep 
Score: -25423108.000000 Penalty: 3013.574707
	Iteration 0F: 2 clusters Score -2.542311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -25300292.000000 Penalty: 6027.149414
	Iteration 0F: 3 clusters Score -2.530029e+07 nChanged 90850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -25353292.000000 Penalty: 6027.149414
	Iteration 1F: 3 clusters Score -2.535329e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -25354122.000000 Penalty: 6027.149414
	Iteration 2Q: 3 clusters Score -2.535412e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -25355196.000000 Penalty: 6027.149414
	Iteration 3Q: 3 clusters Score -2.53552e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -25356440.000000 Penalty: 6027.149414
	Iteration 4Q: 3 clusters Score -2.535644e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -25358104.000000 Penalty: 6027.149414
	Iteration 5Q: 3 clusters Score -2.53581e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -25360684.000000 Penalty: 6027.149414
	Iteration 6Q: 3 clusters Score -2.536068e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -25364638.000000 Penalty: 6027.149414
	Iteration 7Q: 3 clusters Score -2.536464e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -25371298.000000 Penalty: 6027.149414
	Iteration 8F: 3 clusters Score -2.53713e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -25380736.000000 Penalty: 6027.149414
	Iteration 9F: 3 clusters Score -2.538074e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129073 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -25390724.000000 Penalty: 6027.149414
	Iteration 10F: 3 clusters Score -2.539072e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -25398316.000000 Penalty: 6027.149414
	Iteration 11F: 3 clusters Score -2.539832e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -25402376.000000 Penalty: 6027.149414
	Iteration 12Q: 3 clusters Score -2.540238e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -25404590.000000 Penalty: 6027.149414
	Iteration 13Q: 3 clusters Score -2.540459e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -25406296.000000 Penalty: 6027.149414
	Iteration 14Q: 3 clusters Score -2.54063e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149868 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -25408086.000000 Penalty: 6027.149414
	Iteration 15Q: 3 clusters Score -2.540809e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -25409684.000000 Penalty: 6027.149414
	Iteration 16Q: 3 clusters Score -2.540968e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -25411402.000000 Penalty: 6027.149414
	Iteration 17Q: 3 clusters Score -2.54114e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -25413108.000000 Penalty: 6027.149414
	Iteration 18Q: 3 clusters Score -2.541311e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -25414662.000000 Penalty: 6027.149414
	Iteration 19Q: 3 clusters Score -2.541466e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -25416364.000000 Penalty: 6027.149414
	Iteration 20F: 3 clusters Score -2.541636e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -25417508.000000 Penalty: 6027.149414
	Iteration 21Q: 3 clusters Score -2.541751e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -25418440.000000 Penalty: 6027.149414
	Iteration 22Q: 3 clusters Score -2.541844e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -25419458.000000 Penalty: 6027.149414
	Iteration 23Q: 3 clusters Score -2.541946e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176873 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -25420288.000000 Penalty: 6027.149414
	Iteration 24Q: 3 clusters Score -2.542029e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178719 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -25420978.000000 Penalty: 6027.149414
	Iteration 25Q: 3 clusters Score -2.542098e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180273 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -25421574.000000 Penalty: 6027.149414
	Iteration 26Q: 3 clusters Score -2.542157e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181558 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -25421928.000000 Penalty: 6027.149414
	Iteration 27Q: 3 clusters Score -2.542193e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182624 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -25422046.000000 Penalty: 6027.149414
	Iteration 28Q: 3 clusters Score -2.542205e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -25422102.000000 Penalty: 6027.149414
	Iteration 29Q: 3 clusters Score -2.54221e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -25422040.000000 Penalty: 6027.149414
	Iteration 30Q: 3 clusters Score -2.542204e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184727 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -25422046.000000 Penalty: 6027.149414
	Iteration 31Q: 3 clusters Score -2.542205e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25421956.000000 Penalty: 6027.149414
	Iteration 32Q: 3 clusters Score -2.542196e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -25421916.000000 Penalty: 6027.149414
	Iteration 33Q: 3 clusters Score -2.542192e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186001 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -25421816.000000 Penalty: 6027.149414
	Iteration 34Q: 3 clusters Score -2.542182e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -25421866.000000 Penalty: 6027.149414
	Iteration 35Q: 3 clusters Score -2.542187e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186542 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -25421872.000000 Penalty: 6027.149414
	Iteration 36Q: 3 clusters Score -2.542187e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -25421846.000000 Penalty: 6027.149414
	Iteration 37Q: 3 clusters Score -2.542185e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186974 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -25421822.000000 Penalty: 6027.149414
	Iteration 38Q: 3 clusters Score -2.542182e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187143 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -25421820.000000 Penalty: 6027.149414
	Iteration 39Q: 3 clusters Score -2.542182e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -25421778.000000 Penalty: 6027.149414
	Iteration 40F: 3 clusters Score -2.542178e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187370 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -25421792.000000 Penalty: 6027.149414
	Iteration 41Q: 3 clusters Score -2.542179e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187437 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -25421720.000000 Penalty: 6027.149414
	Iteration 42Q: 3 clusters Score -2.542172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187487 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25421708.000000 Penalty: 6027.149414
	Iteration 43Q: 3 clusters Score -2.542171e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -25421712.000000 Penalty: 6027.149414
	Iteration 44Q: 3 clusters Score -2.542171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -25421688.000000 Penalty: 6027.149414
	Iteration 45Q: 3 clusters Score -2.542169e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187602 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25421670.000000 Penalty: 6027.149414
	Iteration 46Q: 3 clusters Score -2.542167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25421678.000000 Penalty: 6027.149414
	Iteration 47Q: 3 clusters Score -2.542168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187642 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -25421694.000000 Penalty: 6027.149414
	Iteration 48Q: 3 clusters Score -2.542169e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187669 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25421736.000000 Penalty: 6027.149414
	Iteration 49Q: 3 clusters Score -2.542174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25421726.000000 Penalty: 6027.149414
	Iteration 50Q: 3 clusters Score -2.542173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -25421702.000000 Penalty: 6027.149414
	Iteration 51Q: 3 clusters Score -2.54217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -25421686.000000 Penalty: 6027.149414
	Iteration 52Q: 3 clusters Score -2.542169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187756 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25421688.000000 Penalty: 6027.149414
	Iteration 53Q: 3 clusters Score -2.542169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187772 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25421690.000000 Penalty: 6027.149414
	Iteration 54Q: 3 clusters Score -2.542169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187786 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25421692.000000 Penalty: 6027.149414
	Iteration 55Q: 3 clusters Score -2.542169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187802 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -25421724.000000 Penalty: 6027.149414
	Iteration 56Q: 3 clusters Score -2.542172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187817 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -25421694.000000 Penalty: 6027.149414
	Iteration 57Q: 3 clusters Score -2.542169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187829 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -25421706.000000 Penalty: 6027.149414
	Iteration 58Q: 3 clusters Score -2.542171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25421692.000000 Penalty: 6027.149414
	Iteration 59Q: 3 clusters Score -2.542169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187842 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -25421696.000000 Penalty: 6027.149414
	Iteration 60F: 3 clusters Score -2.54217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -25421706.000000 Penalty: 6027.149414
	Iteration 61Q: 3 clusters Score -2.542171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187855 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -25421722.000000 Penalty: 6027.149414
	Iteration 62Q: 3 clusters Score -2.542172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187859 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -25421706.000000 Penalty: 6027.149414
	Iteration 63Q: 3 clusters Score -2.542171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187861 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -25421706.000000 Penalty: 6027.149414
	Iteration 64Q: 3 clusters Score -2.542171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25421726.000000 Penalty: 6027.149414
	Iteration 65Q: 3 clusters Score -2.542173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25421726.000000 Penalty: 6027.149414
	Iteration 66F: 3 clusters Score -2.542173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116615.765625 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116615.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116899.023438 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116978.515625 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -116978.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117037.312500 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -117037.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117076.296875 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117076.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117112.437500 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117112.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117147.804688 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117178.734375 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117203.875000 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117236.867188 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117270.210938 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117270.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117312.257812 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117312.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117340.867188 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117379.828125 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117409.468750 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117409.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117440.007812 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117462.281250 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117494.375000 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117525.703125 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117525.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117554.164062 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -117554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117575.656250 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -117575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117593.812500 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -117593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117602.671875 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -117602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117615.664062 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -117615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117630.039062 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -117630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117638.328125 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -117638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117646.960938 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -117647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117659.562500 Penalty: 3395.028320
	Iteration 27Q: 3 clusters Score -117659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117671.921875 Penalty: 3395.028320
	Iteration 28Q: 3 clusters Score -117671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117687.757812 Penalty: 3395.028320
	Iteration 29Q: 3 clusters Score -117687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117701.015625 Penalty: 3395.028320
	Iteration 30Q: 3 clusters Score -117701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117720.070312 Penalty: 3395.028320
	Iteration 31Q: 3 clusters Score -117720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117732.304688 Penalty: 3395.028320
	Iteration 32Q: 3 clusters Score -117732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117747.812500 Penalty: 3395.028320
	Iteration 33Q: 3 clusters Score -117747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117780.734375 Penalty: 3395.028320
	Iteration 34Q: 3 clusters Score -117780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117822.164062 Penalty: 3395.028320
	Iteration 35Q: 3 clusters Score -117822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117860.429688 Penalty: 3395.028320
	Iteration 36Q: 3 clusters Score -117860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117872.179688 Penalty: 3395.028320
	Iteration 37Q: 3 clusters Score -117872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117896.546875 Penalty: 3395.028320
	Iteration 38Q: 3 clusters Score -117896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117902.187500 Penalty: 3395.028320
	Iteration 39Q: 3 clusters Score -117902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117911.132812 Penalty: 3395.028320
	Iteration 40F: 3 clusters Score -117911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117948.531250 Penalty: 3395.028320
	Iteration 41Q: 3 clusters Score -117948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118050.859375 Penalty: 3395.028320
	Iteration 42Q: 3 clusters Score -118050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118104.562500 Penalty: 3395.028320
	Iteration 43Q: 3 clusters Score -118104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118111.617188 Penalty: 3395.028320
	Iteration 44Q: 3 clusters Score -118111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118112.671875 Penalty: 3395.028320
	Iteration 45Q: 3 clusters Score -118112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118114.609375 Penalty: 3395.028320
	Iteration 46Q: 3 clusters Score -118114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118116.773438 Penalty: 3395.028320
	Iteration 47Q: 3 clusters Score -118116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118116.773438 Penalty: 3395.028320
	Iteration 48F: 3 clusters Score -118116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Entering Unmasked Estep 
Score: -5371219.500000 Penalty: 2632.414062
	Iteration 0F: 2 clusters Score -5371220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5343672.500000 Penalty: 5264.828125
	Iteration 0F: 3 clusters Score -5343672 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5353932.000000 Penalty: 5264.828125
	Iteration 1F: 3 clusters Score -5353932 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5354441.500000 Penalty: 5264.828125
	Iteration 2Q: 3 clusters Score -5354442 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5355034.500000 Penalty: 5264.828125
	Iteration 3Q: 3 clusters Score -5355034 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5355897.500000 Penalty: 5264.828125
	Iteration 4Q: 3 clusters Score -5355898 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5357191.500000 Penalty: 5264.828125
	Iteration 5F: 3 clusters Score -5357192 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5359173.000000 Penalty: 5264.828125
	Iteration 6F: 3 clusters Score -5359173 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5361642.000000 Penalty: 5264.828125
	Iteration 7F: 3 clusters Score -5361642 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -5364192.000000 Penalty: 5264.828125
	Iteration 8F: 3 clusters Score -5364192 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -5366268.500000 Penalty: 5264.828125
	Iteration 9F: 3 clusters Score -5366268 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5367623.500000 Penalty: 5264.828125
	Iteration 10Q: 3 clusters Score -5367624 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5368670.000000 Penalty: 5264.828125
	Iteration 11Q: 3 clusters Score -5368670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5369219.000000 Penalty: 5264.828125
	Iteration 12Q: 3 clusters Score -5369219 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5369391.500000 Penalty: 5264.828125
	Iteration 13Q: 3 clusters Score -5369392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5369458.500000 Penalty: 5264.828125
	Iteration 14Q: 3 clusters Score -5369458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5369496.000000 Penalty: 5264.828125
	Iteration 15Q: 3 clusters Score -5369496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5369520.000000 Penalty: 5264.828125
	Iteration 16Q: 3 clusters Score -5369520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5369537.500000 Penalty: 5264.828125
	Iteration 17Q: 3 clusters Score -5369538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5369542.500000 Penalty: 5264.828125
	Iteration 18Q: 3 clusters Score -5369542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5369542.000000 Penalty: 5264.828125
	Iteration 19Q: 3 clusters Score -5369542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -5369545.000000 Penalty: 5264.828125
	Iteration 20F: 3 clusters Score -5369545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5369555.000000 Penalty: 5264.828125
	Iteration 21Q: 3 clusters Score -5369555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -5369568.000000 Penalty: 5264.828125
	Iteration 22Q: 3 clusters Score -5369568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5369571.500000 Penalty: 5264.828125
	Iteration 23Q: 3 clusters Score -5369572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5369579.000000 Penalty: 5264.828125
	Iteration 24Q: 3 clusters Score -5369579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -5369575.500000 Penalty: 5264.828125
	Iteration 25Q: 3 clusters Score -5369576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5369573.500000 Penalty: 5264.828125
	Iteration 26Q: 3 clusters Score -5369574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5369575.000000 Penalty: 5264.828125
	Iteration 27Q: 3 clusters Score -5369575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5369572.000000 Penalty: 5264.828125
	Iteration 28Q: 3 clusters Score -5369572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5369576.500000 Penalty: 5264.828125
	Iteration 29Q: 3 clusters Score -5369576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5369584.500000 Penalty: 5264.828125
	Iteration 30Q: 3 clusters Score -5369584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5369589.000000 Penalty: 5264.828125
	Iteration 31Q: 3 clusters Score -5369589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5369584.500000 Penalty: 5264.828125
	Iteration 32Q: 3 clusters Score -5369584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5369583.000000 Penalty: 5264.828125
	Iteration 33Q: 3 clusters Score -5369583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5369586.000000 Penalty: 5264.828125
	Iteration 34Q: 3 clusters Score -5369586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5369587.500000 Penalty: 5264.828125
	Iteration 35Q: 3 clusters Score -5369588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -5369588.500000 Penalty: 5264.828125
	Iteration 36Q: 3 clusters Score -5369588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -5369588.500000 Penalty: 5264.828125
	Iteration 37F: 3 clusters Score -5369588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161929 members 
Entering Unmasked Estep 
Score: -21820360.000000 Penalty: 2974.738525
	Iteration 0F: 2 clusters Score -2.182036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -21714222.000000 Penalty: 5949.477051
	Iteration 0F: 3 clusters Score -2.171422e+07 nChanged 77486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -21759378.000000 Penalty: 5949.477051
	Iteration 1F: 3 clusters Score -2.175938e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -21760100.000000 Penalty: 5949.477051
	Iteration 2Q: 3 clusters Score -2.17601e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -21760976.000000 Penalty: 5949.477051
	Iteration 3Q: 3 clusters Score -2.176098e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -21761940.000000 Penalty: 5949.477051
	Iteration 4Q: 3 clusters Score -2.176194e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -21763418.000000 Penalty: 5949.477051
	Iteration 5Q: 3 clusters Score -2.176342e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -21764912.000000 Penalty: 5949.477051
	Iteration 6Q: 3 clusters Score -2.176491e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -21766866.000000 Penalty: 5949.477051
	Iteration 7Q: 3 clusters Score -2.176687e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -21769388.000000 Penalty: 5949.477051
	Iteration 8Q: 3 clusters Score -2.176939e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -21773234.000000 Penalty: 5949.477051
	Iteration 9Q: 3 clusters Score -2.177323e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -21778836.000000 Penalty: 5949.477051
	Iteration 10F: 3 clusters Score -2.177884e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -21785784.000000 Penalty: 5949.477051
	Iteration 11F: 3 clusters Score -2.178578e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -21792412.000000 Penalty: 5949.477051
	Iteration 12F: 3 clusters Score -2.179241e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -21796152.000000 Penalty: 5949.477051
	Iteration 13F: 3 clusters Score -2.179615e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -21797734.000000 Penalty: 5949.477051
	Iteration 14Q: 3 clusters Score -2.179773e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -21798458.000000 Penalty: 5949.477051
	Iteration 15Q: 3 clusters Score -2.179846e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -21798798.000000 Penalty: 5949.477051
	Iteration 16Q: 3 clusters Score -2.17988e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -21799178.000000 Penalty: 5949.477051
	Iteration 17Q: 3 clusters Score -2.179918e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -21799466.000000 Penalty: 5949.477051
	Iteration 18Q: 3 clusters Score -2.179947e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -21799658.000000 Penalty: 5949.477051
	Iteration 19Q: 3 clusters Score -2.179966e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -21799850.000000 Penalty: 5949.477051
	Iteration 20F: 3 clusters Score -2.179985e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -21800064.000000 Penalty: 5949.477051
	Iteration 21Q: 3 clusters Score -2.180006e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -21800278.000000 Penalty: 5949.477051
	Iteration 22Q: 3 clusters Score -2.180028e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -21800354.000000 Penalty: 5949.477051
	Iteration 23Q: 3 clusters Score -2.180035e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -21800536.000000 Penalty: 5949.477051
	Iteration 24Q: 3 clusters Score -2.180054e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -21800746.000000 Penalty: 5949.477051
	Iteration 25Q: 3 clusters Score -2.180075e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -21800998.000000 Penalty: 5949.477051
	Iteration 26Q: 3 clusters Score -2.1801e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -21801154.000000 Penalty: 5949.477051
	Iteration 27Q: 3 clusters Score -2.180115e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -21801384.000000 Penalty: 5949.477051
	Iteration 28Q: 3 clusters Score -2.180138e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -21801480.000000 Penalty: 5949.477051
	Iteration 29Q: 3 clusters Score -2.180148e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -21801610.000000 Penalty: 5949.477051
	Iteration 30Q: 3 clusters Score -2.180161e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -21801588.000000 Penalty: 5949.477051
	Iteration 31Q: 3 clusters Score -2.180159e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -21801748.000000 Penalty: 5949.477051
	Iteration 32Q: 3 clusters Score -2.180175e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -21801918.000000 Penalty: 5949.477051
	Iteration 33Q: 3 clusters Score -2.180192e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -21802024.000000 Penalty: 5949.477051
	Iteration 34Q: 3 clusters Score -2.180202e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -21802172.000000 Penalty: 5949.477051
	Iteration 35Q: 3 clusters Score -2.180217e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -21802320.000000 Penalty: 5949.477051
	Iteration 36Q: 3 clusters Score -2.180232e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -21802424.000000 Penalty: 5949.477051
	Iteration 37Q: 3 clusters Score -2.180242e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -21802476.000000 Penalty: 5949.477051
	Iteration 38Q: 3 clusters Score -2.180248e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -21802640.000000 Penalty: 5949.477051
	Iteration 39Q: 3 clusters Score -2.180264e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -21802752.000000 Penalty: 5949.477051
	Iteration 40F: 3 clusters Score -2.180275e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -21802866.000000 Penalty: 5949.477051
	Iteration 41Q: 3 clusters Score -2.180287e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -21802880.000000 Penalty: 5949.477051
	Iteration 42Q: 3 clusters Score -2.180288e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -21803036.000000 Penalty: 5949.477051
	Iteration 43Q: 3 clusters Score -2.180304e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -21803240.000000 Penalty: 5949.477051
	Iteration 44Q: 3 clusters Score -2.180324e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -21803368.000000 Penalty: 5949.477051
	Iteration 45Q: 3 clusters Score -2.180337e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -21803624.000000 Penalty: 5949.477051
	Iteration 46Q: 3 clusters Score -2.180362e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -21803798.000000 Penalty: 5949.477051
	Iteration 47Q: 3 clusters Score -2.18038e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -21804108.000000 Penalty: 5949.477051
	Iteration 48Q: 3 clusters Score -2.180411e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 111850 members 
Entering Unmasked Estep 
Score: -21804228.000000 Penalty: 5949.477051
	Iteration 49Q: 3 clusters Score -2.180423e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -21804502.000000 Penalty: 5949.477051
	Iteration 50Q: 3 clusters Score -2.18045e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 114791 members 
Entering Unmasked Estep 
Score: -21804624.000000 Penalty: 5949.477051
	Iteration 51Q: 3 clusters Score -2.180462e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -21804916.000000 Penalty: 5949.477051
	Iteration 52Q: 3 clusters Score -2.180492e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -21805166.000000 Penalty: 5949.477051
	Iteration 53Q: 3 clusters Score -2.180517e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -21805502.000000 Penalty: 5949.477051
	Iteration 54Q: 3 clusters Score -2.18055e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 121370 members 
Entering Unmasked Estep 
Score: -21805868.000000 Penalty: 5949.477051
	Iteration 55Q: 3 clusters Score -2.180587e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -21806132.000000 Penalty: 5949.477051
	Iteration 56Q: 3 clusters Score -2.180613e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -21806502.000000 Penalty: 5949.477051
	Iteration 57Q: 3 clusters Score -2.18065e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -21806888.000000 Penalty: 5949.477051
	Iteration 58Q: 3 clusters Score -2.180689e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -21807412.000000 Penalty: 5949.477051
	Iteration 59Q: 3 clusters Score -2.180741e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 131314 members 
Entering Unmasked Estep 
Score: -21808066.000000 Penalty: 5949.477051
	Iteration 60F: 3 clusters Score -2.180807e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -21808754.000000 Penalty: 5949.477051
	Iteration 61Q: 3 clusters Score -2.180875e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -21809336.000000 Penalty: 5949.477051
	Iteration 62Q: 3 clusters Score -2.180934e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -21810132.000000 Penalty: 5949.477051
	Iteration 63Q: 3 clusters Score -2.181013e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 140641 members 
Entering Unmasked Estep 
Score: -21810822.000000 Penalty: 5949.477051
	Iteration 64Q: 3 clusters Score -2.181082e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -21811540.000000 Penalty: 5949.477051
	Iteration 65Q: 3 clusters Score -2.181154e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -21812302.000000 Penalty: 5949.477051
	Iteration 66Q: 3 clusters Score -2.18123e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -21813090.000000 Penalty: 5949.477051
	Iteration 67Q: 3 clusters Score -2.181309e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -21813848.000000 Penalty: 5949.477051
	Iteration 68Q: 3 clusters Score -2.181385e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 150986 members 
Entering Unmasked Estep 
Score: -21814462.000000 Penalty: 5949.477051
	Iteration 69Q: 3 clusters Score -2.181446e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -21815030.000000 Penalty: 5949.477051
	Iteration 70Q: 3 clusters Score -2.181503e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -21815596.000000 Penalty: 5949.477051
	Iteration 71Q: 3 clusters Score -2.18156e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -21815980.000000 Penalty: 5949.477051
	Iteration 72Q: 3 clusters Score -2.181598e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -21816382.000000 Penalty: 5949.477051
	Iteration 73Q: 3 clusters Score -2.181638e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -21816654.000000 Penalty: 5949.477051
	Iteration 74Q: 3 clusters Score -2.181665e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -21816908.000000 Penalty: 5949.477051
	Iteration 75Q: 3 clusters Score -2.181691e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -21817106.000000 Penalty: 5949.477051
	Iteration 76Q: 3 clusters Score -2.181711e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -21817218.000000 Penalty: 5949.477051
	Iteration 77Q: 3 clusters Score -2.181722e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -21817330.000000 Penalty: 5949.477051
	Iteration 78Q: 3 clusters Score -2.181733e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -21817428.000000 Penalty: 5949.477051
	Iteration 79Q: 3 clusters Score -2.181743e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -21817536.000000 Penalty: 5949.477051
	Iteration 80F: 3 clusters Score -2.181754e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -21817606.000000 Penalty: 5949.477051
	Iteration 81Q: 3 clusters Score -2.181761e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -21817648.000000 Penalty: 5949.477051
	Iteration 82Q: 3 clusters Score -2.181765e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -21817708.000000 Penalty: 5949.477051
	Iteration 83Q: 3 clusters Score -2.181771e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -21817740.000000 Penalty: 5949.477051
	Iteration 84Q: 3 clusters Score -2.181774e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -21817756.000000 Penalty: 5949.477051
	Iteration 85Q: 3 clusters Score -2.181776e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -21817794.000000 Penalty: 5949.477051
	Iteration 86Q: 3 clusters Score -2.181779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -21817798.000000 Penalty: 5949.477051
	Iteration 87Q: 3 clusters Score -2.18178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -21817808.000000 Penalty: 5949.477051
	Iteration 88Q: 3 clusters Score -2.181781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -21817804.000000 Penalty: 5949.477051
	Iteration 89Q: 3 clusters Score -2.18178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -21817802.000000 Penalty: 5949.477051
	Iteration 90Q: 3 clusters Score -2.18178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -21817800.000000 Penalty: 5949.477051
	Iteration 91Q: 3 clusters Score -2.18178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -21817796.000000 Penalty: 5949.477051
	Iteration 92Q: 3 clusters Score -2.18178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -21817796.000000 Penalty: 5949.477051
	Iteration 93Q: 3 clusters Score -2.18178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 160734 members 
Entering Unmasked Estep 
Score: -21817834.000000 Penalty: 5949.477051
	Iteration 94Q: 3 clusters Score -2.181783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -21817834.000000 Penalty: 5949.477051
	Iteration 95Q: 3 clusters Score -2.181783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -21817832.000000 Penalty: 5949.477051
	Iteration 96Q: 3 clusters Score -2.181783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -21817830.000000 Penalty: 5949.477051
	Iteration 97Q: 3 clusters Score -2.181783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -21817858.000000 Penalty: 5949.477051
	Iteration 98Q: 3 clusters Score -2.181786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -21817832.000000 Penalty: 5949.477051
	Iteration 99Q: 3 clusters Score -2.181783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -21817848.000000 Penalty: 5949.477051
	Iteration 100F: 3 clusters Score -2.181785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -21817860.000000 Penalty: 5949.477051
	Iteration 101Q: 3 clusters Score -2.181786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 160869 members 
Entering Unmasked Estep 
Score: -21817870.000000 Penalty: 5949.477051
	Iteration 102Q: 3 clusters Score -2.181787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 160886 members 
Entering Unmasked Estep 
Score: -21817884.000000 Penalty: 5949.477051
	Iteration 103Q: 3 clusters Score -2.181788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 160902 members 
Entering Unmasked Estep 
Score: -21817890.000000 Penalty: 5949.477051
	Iteration 104Q: 3 clusters Score -2.181789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 160919 members 
Entering Unmasked Estep 
Score: -21817894.000000 Penalty: 5949.477051
	Iteration 105Q: 3 clusters Score -2.181789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 160928 members 
Entering Unmasked Estep 
Score: -21817914.000000 Penalty: 5949.477051
	Iteration 106Q: 3 clusters Score -2.181791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -21817916.000000 Penalty: 5949.477051
	Iteration 107Q: 3 clusters Score -2.181792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -21817914.000000 Penalty: 5949.477051
	Iteration 108Q: 3 clusters Score -2.181791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -21817918.000000 Penalty: 5949.477051
	Iteration 109Q: 3 clusters Score -2.181792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -21817908.000000 Penalty: 5949.477051
	Iteration 110Q: 3 clusters Score -2.181791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -21817916.000000 Penalty: 5949.477051
	Iteration 111Q: 3 clusters Score -2.181792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -21817948.000000 Penalty: 5949.477051
	Iteration 112Q: 3 clusters Score -2.181795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -21817946.000000 Penalty: 5949.477051
	Iteration 113Q: 3 clusters Score -2.181795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -21817958.000000 Penalty: 5949.477051
	Iteration 114Q: 3 clusters Score -2.181796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -21817960.000000 Penalty: 5949.477051
	Iteration 115Q: 3 clusters Score -2.181796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -21817952.000000 Penalty: 5949.477051
	Iteration 116Q: 3 clusters Score -2.181795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 161013 members 
Entering Unmasked Estep 
Score: -21817934.000000 Penalty: 5949.477051
	Iteration 117Q: 3 clusters Score -2.181793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -21817934.000000 Penalty: 5949.477051
	Iteration 118Q: 3 clusters Score -2.181793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -21817948.000000 Penalty: 5949.477051
	Iteration 119Q: 3 clusters Score -2.181795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -21817950.000000 Penalty: 5949.477051
	Iteration 120F: 3 clusters Score -2.181795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -21817956.000000 Penalty: 5949.477051
	Iteration 121Q: 3 clusters Score -2.181796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -21817972.000000 Penalty: 5949.477051
	Iteration 122Q: 3 clusters Score -2.181797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -21817960.000000 Penalty: 5949.477051
	Iteration 123Q: 3 clusters Score -2.181796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 161027 members 
Entering Unmasked Estep 
Score: -21817966.000000 Penalty: 5949.477051
	Iteration 124Q: 3 clusters Score -2.181797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 161029 members 
Entering Unmasked Estep 
Score: -21817976.000000 Penalty: 5949.477051
	Iteration 125Q: 3 clusters Score -2.181798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -21817972.000000 Penalty: 5949.477051
	Iteration 126Q: 3 clusters Score -2.181797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -21817982.000000 Penalty: 5949.477051
	Iteration 127Q: 3 clusters Score -2.181798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -21817982.000000 Penalty: 5949.477051
	Iteration 128F: 3 clusters Score -2.181798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Entering Unmasked Estep 
Score: -17078362.000000 Penalty: 2913.140625
	Iteration 0F: 2 clusters Score -1.707836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -16993800.000000 Penalty: 5826.281250
	Iteration 0F: 3 clusters Score -1.69938e+07 nChanged 59931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -17028770.000000 Penalty: 5826.281250
	Iteration 1F: 3 clusters Score -1.702877e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -17029770.000000 Penalty: 5826.281250
	Iteration 2Q: 3 clusters Score -1.702977e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -17031082.000000 Penalty: 5826.281250
	Iteration 3Q: 3 clusters Score -1.703108e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -17032886.000000 Penalty: 5826.281250
	Iteration 4Q: 3 clusters Score -1.703289e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -17035286.000000 Penalty: 5826.281250
	Iteration 5Q: 3 clusters Score -1.703529e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -17038686.000000 Penalty: 5826.281250
	Iteration 6Q: 3 clusters Score -1.703869e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -17042842.000000 Penalty: 5826.281250
	Iteration 7F: 3 clusters Score -1.704284e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -17047452.000000 Penalty: 5826.281250
	Iteration 8F: 3 clusters Score -1.704745e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -17052448.000000 Penalty: 5826.281250
	Iteration 9F: 3 clusters Score -1.705245e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -17056692.000000 Penalty: 5826.281250
	Iteration 10F: 3 clusters Score -1.705669e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -17059664.000000 Penalty: 5826.281250
	Iteration 11Q: 3 clusters Score -1.705966e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -17061200.000000 Penalty: 5826.281250
	Iteration 12Q: 3 clusters Score -1.70612e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -17062070.000000 Penalty: 5826.281250
	Iteration 13Q: 3 clusters Score -1.706207e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -17062740.000000 Penalty: 5826.281250
	Iteration 14Q: 3 clusters Score -1.706274e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -17063342.000000 Penalty: 5826.281250
	Iteration 15Q: 3 clusters Score -1.706334e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -17063830.000000 Penalty: 5826.281250
	Iteration 16Q: 3 clusters Score -1.706383e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -17064338.000000 Penalty: 5826.281250
	Iteration 17Q: 3 clusters Score -1.706434e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -17064908.000000 Penalty: 5826.281250
	Iteration 18Q: 3 clusters Score -1.706491e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -17065470.000000 Penalty: 5826.281250
	Iteration 19Q: 3 clusters Score -1.706547e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -17066130.000000 Penalty: 5826.281250
	Iteration 20F: 3 clusters Score -1.706613e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -17066860.000000 Penalty: 5826.281250
	Iteration 21Q: 3 clusters Score -1.706686e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -17067558.000000 Penalty: 5826.281250
	Iteration 22Q: 3 clusters Score -1.706756e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -17068302.000000 Penalty: 5826.281250
	Iteration 23Q: 3 clusters Score -1.70683e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 111086 members 
Entering Unmasked Estep 
Score: -17069068.000000 Penalty: 5826.281250
	Iteration 24Q: 3 clusters Score -1.706907e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -17069904.000000 Penalty: 5826.281250
	Iteration 25Q: 3 clusters Score -1.70699e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -17070662.000000 Penalty: 5826.281250
	Iteration 26Q: 3 clusters Score -1.707066e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -17071382.000000 Penalty: 5826.281250
	Iteration 27Q: 3 clusters Score -1.707138e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -17072082.000000 Penalty: 5826.281250
	Iteration 28Q: 3 clusters Score -1.707208e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -17072730.000000 Penalty: 5826.281250
	Iteration 29Q: 3 clusters Score -1.707273e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -17073312.000000 Penalty: 5826.281250
	Iteration 30Q: 3 clusters Score -1.707331e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -17073750.000000 Penalty: 5826.281250
	Iteration 31Q: 3 clusters Score -1.707375e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 122180 members 
Entering Unmasked Estep 
Score: -17074160.000000 Penalty: 5826.281250
	Iteration 32Q: 3 clusters Score -1.707416e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -17074526.000000 Penalty: 5826.281250
	Iteration 33Q: 3 clusters Score -1.707453e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
Score: -17074850.000000 Penalty: 5826.281250
	Iteration 34Q: 3 clusters Score -1.707485e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -17075082.000000 Penalty: 5826.281250
	Iteration 35Q: 3 clusters Score -1.707508e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -17075232.000000 Penalty: 5826.281250
	Iteration 36Q: 3 clusters Score -1.707523e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -17075374.000000 Penalty: 5826.281250
	Iteration 37Q: 3 clusters Score -1.707537e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -17075486.000000 Penalty: 5826.281250
	Iteration 38Q: 3 clusters Score -1.707549e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -17075548.000000 Penalty: 5826.281250
	Iteration 39Q: 3 clusters Score -1.707555e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 125043 members 
Entering Unmasked Estep 
Score: -17075626.000000 Penalty: 5826.281250
	Iteration 40F: 3 clusters Score -1.707563e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 125131 members 
Entering Unmasked Estep 
Score: -17075694.000000 Penalty: 5826.281250
	Iteration 41Q: 3 clusters Score -1.707569e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 125191 members 
Entering Unmasked Estep 
Score: -17075740.000000 Penalty: 5826.281250
	Iteration 42Q: 3 clusters Score -1.707574e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125241 members 
Entering Unmasked Estep 
Score: -17075744.000000 Penalty: 5826.281250
	Iteration 43Q: 3 clusters Score -1.707574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -17075764.000000 Penalty: 5826.281250
	Iteration 44Q: 3 clusters Score -1.707576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -17075788.000000 Penalty: 5826.281250
	Iteration 45Q: 3 clusters Score -1.707579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -17075806.000000 Penalty: 5826.281250
	Iteration 46Q: 3 clusters Score -1.707581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 125388 members 
Entering Unmasked Estep 
Score: -17075836.000000 Penalty: 5826.281250
	Iteration 47Q: 3 clusters Score -1.707584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -17075854.000000 Penalty: 5826.281250
	Iteration 48Q: 3 clusters Score -1.707585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -17075854.000000 Penalty: 5826.281250
	Iteration 49Q: 3 clusters Score -1.707585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -17075852.000000 Penalty: 5826.281250
	Iteration 50Q: 3 clusters Score -1.707585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 125457 members 
Entering Unmasked Estep 
Score: -17075872.000000 Penalty: 5826.281250
	Iteration 51Q: 3 clusters Score -1.707587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -17075874.000000 Penalty: 5826.281250
	Iteration 52Q: 3 clusters Score -1.707587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -17075884.000000 Penalty: 5826.281250
	Iteration 53Q: 3 clusters Score -1.707588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 125489 members 
Entering Unmasked Estep 
Score: -17075890.000000 Penalty: 5826.281250
	Iteration 54Q: 3 clusters Score -1.707589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -17075892.000000 Penalty: 5826.281250
	Iteration 55Q: 3 clusters Score -1.707589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
Score: -17075914.000000 Penalty: 5826.281250
	Iteration 56Q: 3 clusters Score -1.707591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -17075896.000000 Penalty: 5826.281250
	Iteration 57Q: 3 clusters Score -1.70759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -17075904.000000 Penalty: 5826.281250
	Iteration 58Q: 3 clusters Score -1.70759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
Score: -17075896.000000 Penalty: 5826.281250
	Iteration 59Q: 3 clusters Score -1.70759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 125517 members 
Entering Unmasked Estep 
Score: -17075900.000000 Penalty: 5826.281250
	Iteration 60F: 3 clusters Score -1.70759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 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 234 members 
Entering Unmasked Estep 
Score: -52158.257812 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52158.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52507.714844 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52507.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52740.933594 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -52740.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52833.968750 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -52833.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52946.187500 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -52946.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53034.460938 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -53034.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53086.074219 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -53086.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53133.289062 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -53133.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53157.476562 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -53157.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53171.503906 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -53171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53184.046875 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -53184.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -53185.824219 Penalty: 3069.378906
	Iteration 11F: 3 clusters Score -53185.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53192.585938 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -53192.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53192.585938 Penalty: 3069.378906
	Iteration 13F: 3 clusters Score -53192.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -833873.625000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -833873.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -828299.562500 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -828299.6 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -829804.312500 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -829804.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -830127.187500 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -830127.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -830388.312500 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -830388.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -830568.250000 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -830568.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -830724.375000 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -830724.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -830850.687500 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -830850.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -830969.625000 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -830969.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -831071.250000 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -831071.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -831168.437500 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -831168.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -831248.875000 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -831248.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -831311.625000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -831311.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -831375.187500 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -831375.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -831427.062500 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -831427.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -831471.500000 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -831471.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -831507.000000 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -831507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -831530.125000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -831530.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -831552.437500 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -831552.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -831566.812500 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -831566.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -831581.562500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -831581.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -831592.187500 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -831592.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -831604.062500 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -831604.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -831615.562500 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -831615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -831628.875000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -831628.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -831639.812500 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -831639.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -831651.500000 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -831651.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -831663.625000 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -831663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -831668.125000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -831668.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -831678.437500 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -831678.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -831684.625000 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -831684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -831697.062500 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -831697.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -831711.500000 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -831711.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -831722.062500 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -831722.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -831729.687500 Penalty: 4369.617676
	Iteration 33Q: 3 clusters Score -831729.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -831738.812500 Penalty: 4369.617676
	Iteration 34Q: 3 clusters Score -831738.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -831752.437500 Penalty: 4369.617676
	Iteration 35Q: 3 clusters Score -831752.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -831760.937500 Penalty: 4369.617676
	Iteration 36Q: 3 clusters Score -831760.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -831776.687500 Penalty: 4369.617676
	Iteration 37Q: 3 clusters Score -831776.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -831785.812500 Penalty: 4369.617676
	Iteration 38Q: 3 clusters Score -831785.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -831792.312500 Penalty: 4369.617676
	Iteration 39Q: 3 clusters Score -831792.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -831797.812500 Penalty: 4369.617676
	Iteration 40F: 3 clusters Score -831797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -831803.750000 Penalty: 4369.617676
	Iteration 41Q: 3 clusters Score -831803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -831807.500000 Penalty: 4369.617676
	Iteration 42Q: 3 clusters Score -831807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -831812.062500 Penalty: 4369.617676
	Iteration 43Q: 3 clusters Score -831812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -831815.375000 Penalty: 4369.617676
	Iteration 44Q: 3 clusters Score -831815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -831820.812500 Penalty: 4369.617676
	Iteration 45Q: 3 clusters Score -831820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -831824.812500 Penalty: 4369.617676
	Iteration 46Q: 3 clusters Score -831824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -831827.187500 Penalty: 4369.617676
	Iteration 47Q: 3 clusters Score -831827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -831830.062500 Penalty: 4369.617676
	Iteration 48Q: 3 clusters Score -831830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -831836.687500 Penalty: 4369.617676
	Iteration 49Q: 3 clusters Score -831836.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -831840.625000 Penalty: 4369.617676
	Iteration 50Q: 3 clusters Score -831840.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -831850.500000 Penalty: 4369.617676
	Iteration 51Q: 3 clusters Score -831850.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -831862.312500 Penalty: 4369.617676
	Iteration 52Q: 3 clusters Score -831862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -831868.687500 Penalty: 4369.617676
	Iteration 53Q: 3 clusters Score -831868.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -831878.250000 Penalty: 4369.617676
	Iteration 54Q: 3 clusters Score -831878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -831884.750000 Penalty: 4369.617676
	Iteration 55Q: 3 clusters Score -831884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -831898.875000 Penalty: 4369.617676
	Iteration 56Q: 3 clusters Score -831898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -831905.000000 Penalty: 4369.617676
	Iteration 57Q: 3 clusters Score -831905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -831911.187500 Penalty: 4369.617676
	Iteration 58Q: 3 clusters Score -831911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -831914.937500 Penalty: 4369.617676
	Iteration 59Q: 3 clusters Score -831914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -831925.812500 Penalty: 4369.617676
	Iteration 60F: 3 clusters Score -831925.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -831930.437500 Penalty: 4369.617676
	Iteration 61Q: 3 clusters Score -831930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -831937.937500 Penalty: 4369.617676
	Iteration 62Q: 3 clusters Score -831937.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -831942.187500 Penalty: 4369.617676
	Iteration 63Q: 3 clusters Score -831942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -831947.500000 Penalty: 4369.617676
	Iteration 64Q: 3 clusters Score -831947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -831952.750000 Penalty: 4369.617676
	Iteration 65Q: 3 clusters Score -831952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -831959.750000 Penalty: 4369.617676
	Iteration 66Q: 3 clusters Score -831959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -831964.062500 Penalty: 4369.617676
	Iteration 67Q: 3 clusters Score -831964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -831966.250000 Penalty: 4369.617676
	Iteration 68Q: 3 clusters Score -831966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -831968.562500 Penalty: 4369.617676
	Iteration 69Q: 3 clusters Score -831968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -831968.562500 Penalty: 4369.617676
	Iteration 70Q: 3 clusters Score -831968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -831973.187500 Penalty: 4369.617676
	Iteration 71Q: 3 clusters Score -831973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -831978.062500 Penalty: 4369.617676
	Iteration 72Q: 3 clusters Score -831978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -831985.312500 Penalty: 4369.617676
	Iteration 73Q: 3 clusters Score -831985.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -831989.187500 Penalty: 4369.617676
	Iteration 74Q: 3 clusters Score -831989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -831991.812500 Penalty: 4369.617676
	Iteration 75Q: 3 clusters Score -831991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -831995.875000 Penalty: 4369.617676
	Iteration 76Q: 3 clusters Score -831995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -831997.437500 Penalty: 4369.617676
	Iteration 77Q: 3 clusters Score -831997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -832003.187500 Penalty: 4369.617676
	Iteration 78Q: 3 clusters Score -832003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -832007.250000 Penalty: 4369.617676
	Iteration 79Q: 3 clusters Score -832007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -832008.125000 Penalty: 4369.617676
	Iteration 80F: 3 clusters Score -832008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -832009.062500 Penalty: 4369.617676
	Iteration 81Q: 3 clusters Score -832009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -832010.062500 Penalty: 4369.617676
	Iteration 82Q: 3 clusters Score -832010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -832009.250000 Penalty: 4369.617676
	Iteration 83Q: 3 clusters Score -832009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -832011.812500 Penalty: 4369.617676
	Iteration 84Q: 3 clusters Score -832011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -832014.500000 Penalty: 4369.617676
	Iteration 85Q: 3 clusters Score -832014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -832016.937500 Penalty: 4369.617676
	Iteration 86Q: 3 clusters Score -832016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -832023.562500 Penalty: 4369.617676
	Iteration 87Q: 3 clusters Score -832023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -832025.750000 Penalty: 4369.617676
	Iteration 88Q: 3 clusters Score -832025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -832030.187500 Penalty: 4369.617676
	Iteration 89Q: 3 clusters Score -832030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -832034.937500 Penalty: 4369.617676
	Iteration 90Q: 3 clusters Score -832034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -832037.625000 Penalty: 4369.617676
	Iteration 91Q: 3 clusters Score -832037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -832039.250000 Penalty: 4369.617676
	Iteration 92Q: 3 clusters Score -832039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -832041.812500 Penalty: 4369.617676
	Iteration 93Q: 3 clusters Score -832041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -832045.937500 Penalty: 4369.617676
	Iteration 94Q: 3 clusters Score -832045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -832049.875000 Penalty: 4369.617676
	Iteration 95Q: 3 clusters Score -832049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -832051.562500 Penalty: 4369.617676
	Iteration 96Q: 3 clusters Score -832051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -832053.187500 Penalty: 4369.617676
	Iteration 97Q: 3 clusters Score -832053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -832054.812500 Penalty: 4369.617676
	Iteration 98Q: 3 clusters Score -832054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -832055.750000 Penalty: 4369.617676
	Iteration 99Q: 3 clusters Score -832055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -832054.937500 Penalty: 4369.617676
	Iteration 100F: 3 clusters Score -832054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -832055.875000 Penalty: 4369.617676
	Iteration 101Q: 3 clusters Score -832055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -832058.062500 Penalty: 4369.617676
	Iteration 102Q: 3 clusters Score -832058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -832058.250000 Penalty: 4369.617676
	Iteration 103Q: 3 clusters Score -832058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -832059.125000 Penalty: 4369.617676
	Iteration 104Q: 3 clusters Score -832059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -832060.312500 Penalty: 4369.617676
	Iteration 105Q: 3 clusters Score -832060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -832061.750000 Penalty: 4369.617676
	Iteration 106Q: 3 clusters Score -832061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -832060.687500 Penalty: 4369.617676
	Iteration 107Q: 3 clusters Score -832060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -832062.812500 Penalty: 4369.617676
	Iteration 108Q: 3 clusters Score -832062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -832062.812500 Penalty: 4369.617676
	Iteration 109F: 3 clusters Score -832062.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Entering Unmasked Estep 
Score: -16120807.000000 Penalty: 2899.107666
	Iteration 0F: 2 clusters Score -1.612081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -16041078.000000 Penalty: 5798.215332
	Iteration 0F: 3 clusters Score -1.604108e+07 nChanged 56787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -16073559.000000 Penalty: 5798.215332
	Iteration 1F: 3 clusters Score -1.607356e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -16074684.000000 Penalty: 5798.215332
	Iteration 2Q: 3 clusters Score -1.607468e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -16076538.000000 Penalty: 5798.215332
	Iteration 3Q: 3 clusters Score -1.607654e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -16079734.000000 Penalty: 5798.215332
	Iteration 4F: 3 clusters Score -1.607973e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -16085177.000000 Penalty: 5798.215332
	Iteration 5F: 3 clusters Score -1.608518e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -16093337.000000 Penalty: 5798.215332
	Iteration 6F: 3 clusters Score -1.609334e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -16103203.000000 Penalty: 5798.215332
	Iteration 7F: 3 clusters Score -1.61032e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -16111431.000000 Penalty: 5798.215332
	Iteration 8F: 3 clusters Score -1.611143e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -16115755.000000 Penalty: 5798.215332
	Iteration 9Q: 3 clusters Score -1.611576e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -16117364.000000 Penalty: 5798.215332
	Iteration 10Q: 3 clusters Score -1.611736e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -16117924.000000 Penalty: 5798.215332
	Iteration 11Q: 3 clusters Score -1.611792e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -16118056.000000 Penalty: 5798.215332
	Iteration 12Q: 3 clusters Score -1.611806e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -16118111.000000 Penalty: 5798.215332
	Iteration 13Q: 3 clusters Score -1.611811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -16118154.000000 Penalty: 5798.215332
	Iteration 14Q: 3 clusters Score -1.611815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 119112 members 
Entering Unmasked Estep 
Score: -16118191.000000 Penalty: 5798.215332
	Iteration 15Q: 3 clusters Score -1.611819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 119119 members 
Entering Unmasked Estep 
Score: -16118220.000000 Penalty: 5798.215332
	Iteration 16Q: 3 clusters Score -1.611822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -16118228.000000 Penalty: 5798.215332
	Iteration 17Q: 3 clusters Score -1.611823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -16118243.000000 Penalty: 5798.215332
	Iteration 18Q: 3 clusters Score -1.611824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -16118242.000000 Penalty: 5798.215332
	Iteration 19Q: 3 clusters Score -1.611824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 119125 members 
Entering Unmasked Estep 
Score: -16118240.000000 Penalty: 5798.215332
	Iteration 20F: 3 clusters Score -1.611824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -16118246.000000 Penalty: 5798.215332
	Iteration 21Q: 3 clusters Score -1.611825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -16118246.000000 Penalty: 5798.215332
	Iteration 22F: 3 clusters Score -1.611825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Entering Unmasked Estep 
Score: -5493075.500000 Penalty: 2630.782715
	Iteration 0F: 2 clusters Score -5493076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -5465656.500000 Penalty: 5261.565430
	Iteration 0F: 3 clusters Score -5465656 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5475633.000000 Penalty: 5261.565430
	Iteration 1F: 3 clusters Score -5475633 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5476096.500000 Penalty: 5261.565430
	Iteration 2Q: 3 clusters Score -5476096 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -5476641.000000 Penalty: 5261.565430
	Iteration 3Q: 3 clusters Score -5476641 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5477249.500000 Penalty: 5261.565430
	Iteration 4Q: 3 clusters Score -5477250 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5478156.500000 Penalty: 5261.565430
	Iteration 5Q: 3 clusters Score -5478156 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5479569.000000 Penalty: 5261.565430
	Iteration 6F: 3 clusters Score -5479569 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -5481660.000000 Penalty: 5261.565430
	Iteration 7F: 3 clusters Score -5481660 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5484379.000000 Penalty: 5261.565430
	Iteration 8F: 3 clusters Score -5484379 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5486968.500000 Penalty: 5261.565430
	Iteration 9F: 3 clusters Score -5486968 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5488762.000000 Penalty: 5261.565430
	Iteration 10Q: 3 clusters Score -5488762 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -5489727.500000 Penalty: 5261.565430
	Iteration 11Q: 3 clusters Score -5489728 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5490272.000000 Penalty: 5261.565430
	Iteration 12Q: 3 clusters Score -5490272 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5490644.000000 Penalty: 5261.565430
	Iteration 13Q: 3 clusters Score -5490644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5490823.500000 Penalty: 5261.565430
	Iteration 14Q: 3 clusters Score -5490824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5490919.000000 Penalty: 5261.565430
	Iteration 15Q: 3 clusters Score -5490919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5491004.000000 Penalty: 5261.565430
	Iteration 16Q: 3 clusters Score -5491004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5491052.500000 Penalty: 5261.565430
	Iteration 17Q: 3 clusters Score -5491052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -5491080.500000 Penalty: 5261.565430
	Iteration 18Q: 3 clusters Score -5491080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5491101.500000 Penalty: 5261.565430
	Iteration 19Q: 3 clusters Score -5491102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5491130.500000 Penalty: 5261.565430
	Iteration 20F: 3 clusters Score -5491130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5491145.500000 Penalty: 5261.565430
	Iteration 21Q: 3 clusters Score -5491146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5491155.500000 Penalty: 5261.565430
	Iteration 22Q: 3 clusters Score -5491156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -5491169.000000 Penalty: 5261.565430
	Iteration 23Q: 3 clusters Score -5491169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5491170.000000 Penalty: 5261.565430
	Iteration 24Q: 3 clusters Score -5491170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5491175.500000 Penalty: 5261.565430
	Iteration 25Q: 3 clusters Score -5491176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5491185.500000 Penalty: 5261.565430
	Iteration 26Q: 3 clusters Score -5491186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5491188.000000 Penalty: 5261.565430
	Iteration 27Q: 3 clusters Score -5491188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5491186.500000 Penalty: 5261.565430
	Iteration 28Q: 3 clusters Score -5491186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5491184.000000 Penalty: 5261.565430
	Iteration 29Q: 3 clusters Score -5491184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5491189.000000 Penalty: 5261.565430
	Iteration 30Q: 3 clusters Score -5491189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5491189.000000 Penalty: 5261.565430
	Iteration 31Q: 3 clusters Score -5491189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5491189.000000 Penalty: 5261.565430
	Iteration 32F: 3 clusters Score -5491189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Entering Unmasked Estep 
Score: -8504026.000000 Penalty: 2749.646240
	Iteration 0F: 2 clusters Score -8504026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -8460371.000000 Penalty: 5499.292480
	Iteration 0F: 3 clusters Score -8460371 nChanged 30398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -8477393.000000 Penalty: 5499.292480
	Iteration 1F: 3 clusters Score -8477393 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -8478327.000000 Penalty: 5499.292480
	Iteration 2Q: 3 clusters Score -8478327 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -8479732.000000 Penalty: 5499.292480
	Iteration 3Q: 3 clusters Score -8479732 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8481976.000000 Penalty: 5499.292480
	Iteration 4F: 3 clusters Score -8481976 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -8485788.000000 Penalty: 5499.292480
	Iteration 5F: 3 clusters Score -8485788 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -8491086.000000 Penalty: 5499.292480
	Iteration 6F: 3 clusters Score -8491086 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -8496331.000000 Penalty: 5499.292480
	Iteration 7F: 3 clusters Score -8496331 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -8499522.000000 Penalty: 5499.292480
	Iteration 8F: 3 clusters Score -8499522 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -8500932.000000 Penalty: 5499.292480
	Iteration 9Q: 3 clusters Score -8500932 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -8501481.000000 Penalty: 5499.292480
	Iteration 10Q: 3 clusters Score -8501481 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -8501679.000000 Penalty: 5499.292480
	Iteration 11Q: 3 clusters Score -8501679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -8501762.000000 Penalty: 5499.292480
	Iteration 12Q: 3 clusters Score -8501762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -8501822.000000 Penalty: 5499.292480
	Iteration 13Q: 3 clusters Score -8501822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -8501831.000000 Penalty: 5499.292480
	Iteration 14Q: 3 clusters Score -8501831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8501856.000000 Penalty: 5499.292480
	Iteration 15Q: 3 clusters Score -8501856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8501880.000000 Penalty: 5499.292480
	Iteration 16Q: 3 clusters Score -8501880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -8501891.000000 Penalty: 5499.292480
	Iteration 17Q: 3 clusters Score -8501891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -8501885.000000 Penalty: 5499.292480
	Iteration 18Q: 3 clusters Score -8501885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -8501893.000000 Penalty: 5499.292480
	Iteration 19Q: 3 clusters Score -8501893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -8501896.000000 Penalty: 5499.292480
	Iteration 20F: 3 clusters Score -8501896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -8501900.000000 Penalty: 5499.292480
	Iteration 21Q: 3 clusters Score -8501900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -8501900.000000 Penalty: 5499.292480
	Iteration 22Q: 3 clusters Score -8501900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -8501899.000000 Penalty: 5499.292480
	Iteration 23Q: 3 clusters Score -8501899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8501898.000000 Penalty: 5499.292480
	Iteration 24Q: 3 clusters Score -8501898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -8501900.000000 Penalty: 5499.292480
	Iteration 25Q: 3 clusters Score -8501900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -8501900.000000 Penalty: 5499.292480
	Iteration 26Q: 3 clusters Score -8501900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -8501902.000000 Penalty: 5499.292480
	Iteration 27Q: 3 clusters Score -8501902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -8501899.000000 Penalty: 5499.292480
	Iteration 28Q: 3 clusters Score -8501899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -8501901.000000 Penalty: 5499.292480
	Iteration 29Q: 3 clusters Score -8501901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -8501904.000000 Penalty: 5499.292480
	Iteration 30Q: 3 clusters Score -8501904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -8501906.000000 Penalty: 5499.292480
	Iteration 31Q: 3 clusters Score -8501906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -8501909.000000 Penalty: 5499.292480
	Iteration 32Q: 3 clusters Score -8501909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -8501909.000000 Penalty: 5499.292480
	Iteration 33F: 3 clusters Score -8501909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201012 members 
Entering Unmasked Estep 
Score: -27136954.000000 Penalty: 3028.357666
	Iteration 0F: 2 clusters Score -2.713695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -27025756.000000 Penalty: 6056.715332
	Iteration 0F: 3 clusters Score -2.702576e+07 nChanged 97081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -27083688.000000 Penalty: 6056.715332
	Iteration 1F: 3 clusters Score -2.708369e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -27085944.000000 Penalty: 6056.715332
	Iteration 2Q: 3 clusters Score -2.708594e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -27089538.000000 Penalty: 6056.715332
	Iteration 3Q: 3 clusters Score -2.708954e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -27095004.000000 Penalty: 6056.715332
	Iteration 4F: 3 clusters Score -2.7095e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -27103134.000000 Penalty: 6056.715332
	Iteration 5F: 3 clusters Score -2.710313e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -27113398.000000 Penalty: 6056.715332
	Iteration 6F: 3 clusters Score -2.71134e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -27124224.000000 Penalty: 6056.715332
	Iteration 7F: 3 clusters Score -2.712422e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -27130262.000000 Penalty: 6056.715332
	Iteration 8F: 3 clusters Score -2.713026e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -27132396.000000 Penalty: 6056.715332
	Iteration 9Q: 3 clusters Score -2.71324e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -27133226.000000 Penalty: 6056.715332
	Iteration 10Q: 3 clusters Score -2.713323e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -27133808.000000 Penalty: 6056.715332
	Iteration 11Q: 3 clusters Score -2.713381e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -27134198.000000 Penalty: 6056.715332
	Iteration 12Q: 3 clusters Score -2.71342e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 113389 members 
Entering Unmasked Estep 
Score: -27134622.000000 Penalty: 6056.715332
	Iteration 13Q: 3 clusters Score -2.713462e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -27135262.000000 Penalty: 6056.715332
	Iteration 14Q: 3 clusters Score -2.713526e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -27135834.000000 Penalty: 6056.715332
	Iteration 15Q: 3 clusters Score -2.713583e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -27136060.000000 Penalty: 6056.715332
	Iteration 16Q: 3 clusters Score -2.713606e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -27136326.000000 Penalty: 6056.715332
	Iteration 17Q: 3 clusters Score -2.713633e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -27136750.000000 Penalty: 6056.715332
	Iteration 18Q: 3 clusters Score -2.713675e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -27137064.000000 Penalty: 6056.715332
	Iteration 19Q: 3 clusters Score -2.713706e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 120509 members 
Entering Unmasked Estep 
Score: -27137366.000000 Penalty: 6056.715332
	Iteration 20F: 3 clusters Score -2.713737e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -27137466.000000 Penalty: 6056.715332
	Iteration 21Q: 3 clusters Score -2.713747e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -27137620.000000 Penalty: 6056.715332
	Iteration 22Q: 3 clusters Score -2.713762e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -27137712.000000 Penalty: 6056.715332
	Iteration 23Q: 3 clusters Score -2.713771e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 125026 members 
Entering Unmasked Estep 
Score: -27137762.000000 Penalty: 6056.715332
	Iteration 24Q: 3 clusters Score -2.713776e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -27137910.000000 Penalty: 6056.715332
	Iteration 25Q: 3 clusters Score -2.713791e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -27138118.000000 Penalty: 6056.715332
	Iteration 26Q: 3 clusters Score -2.713812e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 128644 members 
Entering Unmasked Estep 
Score: -27138284.000000 Penalty: 6056.715332
	Iteration 27Q: 3 clusters Score -2.713828e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -27138496.000000 Penalty: 6056.715332
	Iteration 28Q: 3 clusters Score -2.71385e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -27138666.000000 Penalty: 6056.715332
	Iteration 29Q: 3 clusters Score -2.713867e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -27138918.000000 Penalty: 6056.715332
	Iteration 30Q: 3 clusters Score -2.713892e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -27139062.000000 Penalty: 6056.715332
	Iteration 31Q: 3 clusters Score -2.713906e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 135165 members 
Entering Unmasked Estep 
Score: -27139248.000000 Penalty: 6056.715332
	Iteration 32Q: 3 clusters Score -2.713925e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -27139366.000000 Penalty: 6056.715332
	Iteration 33Q: 3 clusters Score -2.713937e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -27139630.000000 Penalty: 6056.715332
	Iteration 34Q: 3 clusters Score -2.713963e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -27139934.000000 Penalty: 6056.715332
	Iteration 35Q: 3 clusters Score -2.713993e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 141514 members 
Entering Unmasked Estep 
Score: -27140182.000000 Penalty: 6056.715332
	Iteration 36Q: 3 clusters Score -2.714018e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -27140404.000000 Penalty: 6056.715332
	Iteration 37Q: 3 clusters Score -2.71404e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -27140518.000000 Penalty: 6056.715332
	Iteration 38Q: 3 clusters Score -2.714052e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -27140678.000000 Penalty: 6056.715332
	Iteration 39Q: 3 clusters Score -2.714068e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -27140792.000000 Penalty: 6056.715332
	Iteration 40F: 3 clusters Score -2.714079e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 151892 members 
Entering Unmasked Estep 
Score: -27141028.000000 Penalty: 6056.715332
	Iteration 41Q: 3 clusters Score -2.714103e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -27141232.000000 Penalty: 6056.715332
	Iteration 42Q: 3 clusters Score -2.714123e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -27141472.000000 Penalty: 6056.715332
	Iteration 43Q: 3 clusters Score -2.714147e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -27141794.000000 Penalty: 6056.715332
	Iteration 44Q: 3 clusters Score -2.714179e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -27141742.000000 Penalty: 6056.715332
	Iteration 45Q: 3 clusters Score -2.714174e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -27141698.000000 Penalty: 6056.715332
	Iteration 46Q: 3 clusters Score -2.71417e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -27141802.000000 Penalty: 6056.715332
	Iteration 47Q: 3 clusters Score -2.71418e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -27141834.000000 Penalty: 6056.715332
	Iteration 48Q: 3 clusters Score -2.714183e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -27141856.000000 Penalty: 6056.715332
	Iteration 49Q: 3 clusters Score -2.714186e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -27141732.000000 Penalty: 6056.715332
	Iteration 50Q: 3 clusters Score -2.714173e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -27141690.000000 Penalty: 6056.715332
	Iteration 51Q: 3 clusters Score -2.714169e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 178756 members 
Entering Unmasked Estep 
Score: -27141440.000000 Penalty: 6056.715332
	Iteration 52Q: 3 clusters Score -2.714144e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -27141190.000000 Penalty: 6056.715332
	Iteration 53Q: 3 clusters Score -2.714119e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 183003 members 
Entering Unmasked Estep 
Score: -27140944.000000 Penalty: 6056.715332
	Iteration 54Q: 3 clusters Score -2.714094e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -27140636.000000 Penalty: 6056.715332
	Iteration 55Q: 3 clusters Score -2.714064e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -27140246.000000 Penalty: 6056.715332
	Iteration 56Q: 3 clusters Score -2.714025e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 188285 members 
Entering Unmasked Estep 
Score: -27139798.000000 Penalty: 6056.715332
	Iteration 57Q: 3 clusters Score -2.71398e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 189781 members 
Entering Unmasked Estep 
Score: -27139228.000000 Penalty: 6056.715332
	Iteration 58Q: 3 clusters Score -2.713923e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 191094 members 
Entering Unmasked Estep 
Score: -27138858.000000 Penalty: 6056.715332
	Iteration 59Q: 3 clusters Score -2.713886e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 192277 members 
Entering Unmasked Estep 
Score: -27138580.000000 Penalty: 6056.715332
	Iteration 60F: 3 clusters Score -2.713858e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 193390 members 
Entering Unmasked Estep 
Score: -27138340.000000 Penalty: 6056.715332
	Iteration 61Q: 3 clusters Score -2.713834e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 194339 members 
Entering Unmasked Estep 
Score: -27138044.000000 Penalty: 6056.715332
	Iteration 62Q: 3 clusters Score -2.713804e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 195149 members 
Entering Unmasked Estep 
Score: -27137836.000000 Penalty: 6056.715332
	Iteration 63Q: 3 clusters Score -2.713784e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 195812 members 
Entering Unmasked Estep 
Score: -27137586.000000 Penalty: 6056.715332
	Iteration 64Q: 3 clusters Score -2.713759e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 196369 members 
Entering Unmasked Estep 
Score: -27137394.000000 Penalty: 6056.715332
	Iteration 65Q: 3 clusters Score -2.713739e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 196826 members 
Entering Unmasked Estep 
Score: -27137162.000000 Penalty: 6056.715332
	Iteration 66Q: 3 clusters Score -2.713716e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 197188 members 
Entering Unmasked Estep 
Score: -27136964.000000 Penalty: 6056.715332
	Iteration 67Q: 3 clusters Score -2.713696e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 197498 members 
Entering Unmasked Estep 
Score: -27136830.000000 Penalty: 6056.715332
	Iteration 68Q: 3 clusters Score -2.713683e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 197763 members 
Entering Unmasked Estep 
Score: -27136670.000000 Penalty: 6056.715332
	Iteration 69Q: 3 clusters Score -2.713667e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 197985 members 
Entering Unmasked Estep 
Score: -27136574.000000 Penalty: 6056.715332
	Iteration 70Q: 3 clusters Score -2.713657e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 198179 members 
Entering Unmasked Estep 
Score: -27136440.000000 Penalty: 6056.715332
	Iteration 71Q: 3 clusters Score -2.713644e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 198352 members 
Entering Unmasked Estep 
Score: -27136396.000000 Penalty: 6056.715332
	Iteration 72Q: 3 clusters Score -2.71364e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 198489 members 
Entering Unmasked Estep 
Score: -27136280.000000 Penalty: 6056.715332
	Iteration 73Q: 3 clusters Score -2.713628e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 198602 members 
Entering Unmasked Estep 
Score: -27136250.000000 Penalty: 6056.715332
	Iteration 74Q: 3 clusters Score -2.713625e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 198687 members 
Entering Unmasked Estep 
Score: -27136202.000000 Penalty: 6056.715332
	Iteration 75Q: 3 clusters Score -2.71362e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 198748 members 
Entering Unmasked Estep 
Score: -27136184.000000 Penalty: 6056.715332
	Iteration 76Q: 3 clusters Score -2.713618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 198813 members 
Entering Unmasked Estep 
Score: -27136140.000000 Penalty: 6056.715332
	Iteration 77Q: 3 clusters Score -2.713614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 198864 members 
Entering Unmasked Estep 
Score: -27136086.000000 Penalty: 6056.715332
	Iteration 78Q: 3 clusters Score -2.713609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 198897 members 
Entering Unmasked Estep 
Score: -27136090.000000 Penalty: 6056.715332
	Iteration 79Q: 3 clusters Score -2.713609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 198925 members 
Entering Unmasked Estep 
Score: -27136104.000000 Penalty: 6056.715332
	Iteration 80F: 3 clusters Score -2.71361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 198954 members 
Entering Unmasked Estep 
Score: -27136110.000000 Penalty: 6056.715332
	Iteration 81Q: 3 clusters Score -2.713611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 198981 members 
Entering Unmasked Estep 
Score: -27136086.000000 Penalty: 6056.715332
	Iteration 82Q: 3 clusters Score -2.713609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 199006 members 
Entering Unmasked Estep 
Score: -27136100.000000 Penalty: 6056.715332
	Iteration 83Q: 3 clusters Score -2.71361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 199029 members 
Entering Unmasked Estep 
Score: -27136066.000000 Penalty: 6056.715332
	Iteration 84Q: 3 clusters Score -2.713607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -27136064.000000 Penalty: 6056.715332
	Iteration 85Q: 3 clusters Score -2.713606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 199070 members 
Entering Unmasked Estep 
Score: -27136054.000000 Penalty: 6056.715332
	Iteration 86Q: 3 clusters Score -2.713605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 199084 members 
Entering Unmasked Estep 
Score: -27136026.000000 Penalty: 6056.715332
	Iteration 87Q: 3 clusters Score -2.713603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 199095 members 
Entering Unmasked Estep 
Score: -27136024.000000 Penalty: 6056.715332
	Iteration 88Q: 3 clusters Score -2.713602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 199106 members 
Entering Unmasked Estep 
Score: -27136034.000000 Penalty: 6056.715332
	Iteration 89Q: 3 clusters Score -2.713603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 199124 members 
Entering Unmasked Estep 
Score: -27136036.000000 Penalty: 6056.715332
	Iteration 90Q: 3 clusters Score -2.713604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 199145 members 
Entering Unmasked Estep 
Score: -27136040.000000 Penalty: 6056.715332
	Iteration 91Q: 3 clusters Score -2.713604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 199160 members 
Entering Unmasked Estep 
Score: -27136026.000000 Penalty: 6056.715332
	Iteration 92Q: 3 clusters Score -2.713603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 199173 members 
Entering Unmasked Estep 
Score: -27136006.000000 Penalty: 6056.715332
	Iteration 93Q: 3 clusters Score -2.713601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 199178 members 
Entering Unmasked Estep 
Score: -27136010.000000 Penalty: 6056.715332
	Iteration 94Q: 3 clusters Score -2.713601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 199185 members 
Entering Unmasked Estep 
Score: -27135996.000000 Penalty: 6056.715332
	Iteration 95Q: 3 clusters Score -2.7136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 199188 members 
Entering Unmasked Estep 
Score: -27136004.000000 Penalty: 6056.715332
	Iteration 96Q: 3 clusters Score -2.7136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 199189 members 
Entering Unmasked Estep 
Score: -27135996.000000 Penalty: 6056.715332
	Iteration 97Q: 3 clusters Score -2.7136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 199191 members 
Entering Unmasked Estep 
Score: -27135994.000000 Penalty: 6056.715332
	Iteration 98Q: 3 clusters Score -2.713599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 199191 members 
Entering Unmasked Estep 
Score: -27135996.000000 Penalty: 6056.715332
	Iteration 99Q: 3 clusters Score -2.7136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 199191 members 
Entering Unmasked Estep 
Score: -27135996.000000 Penalty: 6056.715332
	Iteration 100F: 3 clusters Score -2.7136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1796063.000000 Penalty: 2363.645508
	Iteration 0F: 2 clusters Score -1796063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1785957.750000 Penalty: 4727.291016
	Iteration 0F: 3 clusters Score -1785958 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1789048.375000 Penalty: 4727.291016
	Iteration 1F: 3 clusters Score -1789048 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1789384.000000 Penalty: 4727.291016
	Iteration 2F: 3 clusters Score -1789384 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1789631.125000 Penalty: 4727.291016
	Iteration 3Q: 3 clusters Score -1789631 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1789821.500000 Penalty: 4727.291016
	Iteration 4Q: 3 clusters Score -1789822 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1789992.125000 Penalty: 4727.291016
	Iteration 5Q: 3 clusters Score -1789992 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1790168.125000 Penalty: 4727.291016
	Iteration 6Q: 3 clusters Score -1790168 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1790361.000000 Penalty: 4727.291016
	Iteration 7Q: 3 clusters Score -1790361 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1790574.000000 Penalty: 4727.291016
	Iteration 8Q: 3 clusters Score -1790574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1790833.000000 Penalty: 4727.291016
	Iteration 9Q: 3 clusters Score -1790833 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1791185.125000 Penalty: 4727.291016
	Iteration 10Q: 3 clusters Score -1791185 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1791577.000000 Penalty: 4727.291016
	Iteration 11Q: 3 clusters Score -1791577 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1792022.000000 Penalty: 4727.291016
	Iteration 12Q: 3 clusters Score -1792022 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1792491.875000 Penalty: 4727.291016
	Iteration 13Q: 3 clusters Score -1792492 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1792942.250000 Penalty: 4727.291016
	Iteration 14Q: 3 clusters Score -1792942 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1793286.500000 Penalty: 4727.291016
	Iteration 15Q: 3 clusters Score -1793286 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1793526.500000 Penalty: 4727.291016
	Iteration 16Q: 3 clusters Score -1793526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1793667.250000 Penalty: 4727.291016
	Iteration 17Q: 3 clusters Score -1793667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1793768.750000 Penalty: 4727.291016
	Iteration 18Q: 3 clusters Score -1793769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1793836.375000 Penalty: 4727.291016
	Iteration 19Q: 3 clusters Score -1793836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1793885.375000 Penalty: 4727.291016
	Iteration 20F: 3 clusters Score -1793885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1793930.500000 Penalty: 4727.291016
	Iteration 21Q: 3 clusters Score -1793930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1793958.625000 Penalty: 4727.291016
	Iteration 22Q: 3 clusters Score -1793959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1793970.875000 Penalty: 4727.291016
	Iteration 23Q: 3 clusters Score -1793971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1793988.375000 Penalty: 4727.291016
	Iteration 24Q: 3 clusters Score -1793988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1793995.875000 Penalty: 4727.291016
	Iteration 25Q: 3 clusters Score -1793996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1794001.875000 Penalty: 4727.291016
	Iteration 26Q: 3 clusters Score -1794002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1794009.750000 Penalty: 4727.291016
	Iteration 27Q: 3 clusters Score -1794010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1794014.000000 Penalty: 4727.291016
	Iteration 28Q: 3 clusters Score -1794014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1794024.125000 Penalty: 4727.291016
	Iteration 29Q: 3 clusters Score -1794024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1794026.375000 Penalty: 4727.291016
	Iteration 30Q: 3 clusters Score -1794026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1794033.500000 Penalty: 4727.291016
	Iteration 31Q: 3 clusters Score -1794034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1794040.250000 Penalty: 4727.291016
	Iteration 32Q: 3 clusters Score -1794040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1794047.625000 Penalty: 4727.291016
	Iteration 33Q: 3 clusters Score -1794048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1794049.375000 Penalty: 4727.291016
	Iteration 34Q: 3 clusters Score -1794049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1794052.875000 Penalty: 4727.291016
	Iteration 35Q: 3 clusters Score -1794053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1794050.875000 Penalty: 4727.291016
	Iteration 36Q: 3 clusters Score -1794051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1794054.500000 Penalty: 4727.291016
	Iteration 37Q: 3 clusters Score -1794054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1794054.500000 Penalty: 4727.291016
	Iteration 38Q: 3 clusters Score -1794054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1794057.625000 Penalty: 4727.291016
	Iteration 39Q: 3 clusters Score -1794058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1794057.625000 Penalty: 4727.291016
	Iteration 40F: 3 clusters Score -1794058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234657 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159043 members 
Mstep: Class 9 contains 189380 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40724 members 
Mstep: Class 12 contains 161929 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119366 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201012 members 
Mstep: Class 21 contains 13778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 359Q: 21 clusters Score -1.80326e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234655 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159041 members 
Mstep: Class 9 contains 189379 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40730 members 
Mstep: Class 12 contains 161927 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119366 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201011 members 
Mstep: Class 21 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 360F: 21 clusters Score -1.80326e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234654 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159040 members 
Mstep: Class 9 contains 189379 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40734 members 
Mstep: Class 12 contains 161926 members 
Mstep: Class 13 contains 126312 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119368 members 
Mstep: Class 18 contains 40457 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201011 members 
Mstep: Class 21 contains 13780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 361Q: 21 clusters Score -1.80326e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234655 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159041 members 
Mstep: Class 9 contains 189375 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40737 members 
Mstep: Class 12 contains 161924 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 65335 members 
Mstep: Class 20 contains 201013 members 
Mstep: Class 21 contains 13778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 362Q: 21 clusters Score -1.80326e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234655 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159042 members 
Mstep: Class 9 contains 189372 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40740 members 
Mstep: Class 12 contains 161923 members 
Mstep: Class 13 contains 126311 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 65334 members 
Mstep: Class 20 contains 201016 members 
Mstep: Class 21 contains 13776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 363Q: 21 clusters Score -1.80326e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234657 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159040 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40743 members 
Mstep: Class 12 contains 161922 members 
Mstep: Class 13 contains 126311 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 65333 members 
Mstep: Class 20 contains 201018 members 
Mstep: Class 21 contains 13774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325920.000000 Penalty: 70089.187500
Iteration 364Q: 21 clusters Score -1.803259e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159038 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40746 members 
Mstep: Class 12 contains 161920 members 
Mstep: Class 13 contains 126312 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325952.000000 Penalty: 70089.187500
Iteration 365Q: 21 clusters Score -1.80326e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234657 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40751 members 
Mstep: Class 12 contains 161914 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201024 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 366Q: 21 clusters Score -1.80326e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234656 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40755 members 
Mstep: Class 12 contains 161913 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201025 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 367Q: 21 clusters Score -1.80326e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234653 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159037 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 161915 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201023 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 368Q: 21 clusters Score -1.80326e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234653 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159037 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40758 members 
Mstep: Class 12 contains 161914 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119371 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 369Q: 21 clusters Score -1.80326e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234654 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159036 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40760 members 
Mstep: Class 12 contains 161913 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119370 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 370Q: 21 clusters Score -1.80326e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234655 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40761 members 
Mstep: Class 12 contains 161911 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 371Q: 21 clusters Score -1.80326e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234656 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189371 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40762 members 
Mstep: Class 12 contains 161910 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 372Q: 21 clusters Score -1.80326e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189370 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161908 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 373Q: 21 clusters Score -1.80326e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234658 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161908 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326000.000000 Penalty: 70089.187500
Iteration 374Q: 21 clusters Score -1.80326e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159035 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126315 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326048.000000 Penalty: 70089.187500
Iteration 375Q: 21 clusters Score -1.80326e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234659 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161909 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326080.000000 Penalty: 70089.187500
Iteration 376Q: 21 clusters Score -1.803261e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234660 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161909 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 377Q: 21 clusters Score -1.80326e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 161908 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201022 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 378Q: 21 clusters Score -1.80326e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234662 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189368 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201021 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326032.000000 Penalty: 70089.187500
Iteration 379Q: 21 clusters Score -1.80326e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326016.000000 Penalty: 70089.187500
Iteration 380F: 21 clusters Score -1.80326e+08 nChanged 0
Entering ConstructFrom: 
Score: -180326016.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -56274.582031 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -56274.58 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 244 members 
Entering Unmasked Estep 
Score: -54803.277344 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -54803.28 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55170.695312 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -55170.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55454.492188 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -55454.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55691.863281 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -55691.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55995.078125 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -55995.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56079.320312 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -56079.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56131.664062 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -56131.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56147.500000 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -56147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56167.175781 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -56167.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56182.300781 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -56182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56182.300781 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -56182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234661 members 
Entering Unmasked Estep 
Score: -31389422.000000 Penalty: 3066.742432
	Iteration 0F: 2 clusters Score -3.138942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117484 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -31243334.000000 Penalty: 6133.484863
	Iteration 0F: 3 clusters Score -3.124333e+07 nChanged 113028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 114581 members 
Entering Unmasked Estep 
Score: -31309220.000000 Penalty: 6133.484863
	Iteration 1F: 3 clusters Score -3.130922e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -31310092.000000 Penalty: 6133.484863
	Iteration 2Q: 3 clusters Score -3.131009e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -31311568.000000 Penalty: 6133.484863
	Iteration 3Q: 3 clusters Score -3.131157e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -31313106.000000 Penalty: 6133.484863
	Iteration 4Q: 3 clusters Score -3.131311e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133992 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -31315834.000000 Penalty: 6133.484863
	Iteration 5Q: 3 clusters Score -3.131583e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142853 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -31321172.000000 Penalty: 6133.484863
	Iteration 6Q: 3 clusters Score -3.132117e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -31330246.000000 Penalty: 6133.484863
	Iteration 7F: 3 clusters Score -3.133025e+07 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -31344070.000000 Penalty: 6133.484863
	Iteration 8F: 3 clusters Score -3.134407e+07 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -31358974.000000 Penalty: 6133.484863
	Iteration 9F: 3 clusters Score -3.135897e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192603 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -31369616.000000 Penalty: 6133.484863
	Iteration 10F: 3 clusters Score -3.136962e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198997 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -31375214.000000 Penalty: 6133.484863
	Iteration 11Q: 3 clusters Score -3.137521e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203768 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -31378272.000000 Penalty: 6133.484863
	Iteration 12Q: 3 clusters Score -3.137827e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207868 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -31380112.000000 Penalty: 6133.484863
	Iteration 13Q: 3 clusters Score -3.138011e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -31381802.000000 Penalty: 6133.484863
	Iteration 14Q: 3 clusters Score -3.13818e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214881 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -31383424.000000 Penalty: 6133.484863
	Iteration 15Q: 3 clusters Score -3.138342e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217690 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -31384712.000000 Penalty: 6133.484863
	Iteration 16Q: 3 clusters Score -3.138471e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219913 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -31385630.000000 Penalty: 6133.484863
	Iteration 17Q: 3 clusters Score -3.138563e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221747 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -31386506.000000 Penalty: 6133.484863
	Iteration 18Q: 3 clusters Score -3.138651e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223217 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -31387108.000000 Penalty: 6133.484863
	Iteration 19Q: 3 clusters Score -3.138711e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224395 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -31387506.000000 Penalty: 6133.484863
	Iteration 20F: 3 clusters Score -3.138751e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225359 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -31387772.000000 Penalty: 6133.484863
	Iteration 21Q: 3 clusters Score -3.138777e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226167 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -31387972.000000 Penalty: 6133.484863
	Iteration 22Q: 3 clusters Score -3.138797e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226809 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -31388110.000000 Penalty: 6133.484863
	Iteration 23Q: 3 clusters Score -3.138811e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227363 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -31388148.000000 Penalty: 6133.484863
	Iteration 24Q: 3 clusters Score -3.138815e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227866 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -31388098.000000 Penalty: 6133.484863
	Iteration 25Q: 3 clusters Score -3.13881e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228295 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -31388084.000000 Penalty: 6133.484863
	Iteration 26Q: 3 clusters Score -3.138808e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228693 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -31388090.000000 Penalty: 6133.484863
	Iteration 27Q: 3 clusters Score -3.138809e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229068 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -31388136.000000 Penalty: 6133.484863
	Iteration 28Q: 3 clusters Score -3.138814e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229396 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -31388190.000000 Penalty: 6133.484863
	Iteration 29Q: 3 clusters Score -3.138819e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229696 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -31388200.000000 Penalty: 6133.484863
	Iteration 30Q: 3 clusters Score -3.13882e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229965 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -31388180.000000 Penalty: 6133.484863
	Iteration 31Q: 3 clusters Score -3.138818e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230197 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -31388176.000000 Penalty: 6133.484863
	Iteration 32Q: 3 clusters Score -3.138818e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230408 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -31388114.000000 Penalty: 6133.484863
	Iteration 33Q: 3 clusters Score -3.138811e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -31388064.000000 Penalty: 6133.484863
	Iteration 34Q: 3 clusters Score -3.138806e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230742 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -31388058.000000 Penalty: 6133.484863
	Iteration 35Q: 3 clusters Score -3.138806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230875 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -31388052.000000 Penalty: 6133.484863
	Iteration 36Q: 3 clusters Score -3.138805e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231000 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -31388004.000000 Penalty: 6133.484863
	Iteration 37Q: 3 clusters Score -3.1388e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231103 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -31388002.000000 Penalty: 6133.484863
	Iteration 38Q: 3 clusters Score -3.1388e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231195 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -31387986.000000 Penalty: 6133.484863
	Iteration 39Q: 3 clusters Score -3.138799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231285 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -31387970.000000 Penalty: 6133.484863
	Iteration 40F: 3 clusters Score -3.138797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231371 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -31387940.000000 Penalty: 6133.484863
	Iteration 41Q: 3 clusters Score -3.138794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231444 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -31387910.000000 Penalty: 6133.484863
	Iteration 42Q: 3 clusters Score -3.138791e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231512 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -31387890.000000 Penalty: 6133.484863
	Iteration 43Q: 3 clusters Score -3.138789e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231571 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -31387870.000000 Penalty: 6133.484863
	Iteration 44Q: 3 clusters Score -3.138787e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231634 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -31387840.000000 Penalty: 6133.484863
	Iteration 45Q: 3 clusters Score -3.138784e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231691 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -31387838.000000 Penalty: 6133.484863
	Iteration 46Q: 3 clusters Score -3.138784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231749 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -31387814.000000 Penalty: 6133.484863
	Iteration 47Q: 3 clusters Score -3.138781e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231811 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -31387774.000000 Penalty: 6133.484863
	Iteration 48Q: 3 clusters Score -3.138777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231862 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -31387776.000000 Penalty: 6133.484863
	Iteration 49Q: 3 clusters Score -3.138778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231916 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -31387784.000000 Penalty: 6133.484863
	Iteration 50Q: 3 clusters Score -3.138778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -31387744.000000 Penalty: 6133.484863
	Iteration 51Q: 3 clusters Score -3.138774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232008 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -31387736.000000 Penalty: 6133.484863
	Iteration 52Q: 3 clusters Score -3.138774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232048 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -31387724.000000 Penalty: 6133.484863
	Iteration 53Q: 3 clusters Score -3.138772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232079 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -31387734.000000 Penalty: 6133.484863
	Iteration 54Q: 3 clusters Score -3.138773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232103 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -31387736.000000 Penalty: 6133.484863
	Iteration 55Q: 3 clusters Score -3.138774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232127 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -31387720.000000 Penalty: 6133.484863
	Iteration 56Q: 3 clusters Score -3.138772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232152 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -31387714.000000 Penalty: 6133.484863
	Iteration 57Q: 3 clusters Score -3.138771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -31387720.000000 Penalty: 6133.484863
	Iteration 58Q: 3 clusters Score -3.138772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232187 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -31387714.000000 Penalty: 6133.484863
	Iteration 59Q: 3 clusters Score -3.138771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232201 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -31387686.000000 Penalty: 6133.484863
	Iteration 60F: 3 clusters Score -3.138769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232216 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -31387714.000000 Penalty: 6133.484863
	Iteration 61Q: 3 clusters Score -3.138771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232229 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -31387682.000000 Penalty: 6133.484863
	Iteration 62Q: 3 clusters Score -3.138768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232240 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -31387662.000000 Penalty: 6133.484863
	Iteration 63Q: 3 clusters Score -3.138766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232252 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -31387692.000000 Penalty: 6133.484863
	Iteration 64Q: 3 clusters Score -3.138769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232263 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -31387688.000000 Penalty: 6133.484863
	Iteration 65Q: 3 clusters Score -3.138769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232272 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -31387682.000000 Penalty: 6133.484863
	Iteration 66Q: 3 clusters Score -3.138768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232284 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -31387696.000000 Penalty: 6133.484863
	Iteration 67Q: 3 clusters Score -3.13877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232296 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -31387696.000000 Penalty: 6133.484863
	Iteration 68Q: 3 clusters Score -3.13877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232317 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -31387680.000000 Penalty: 6133.484863
	Iteration 69Q: 3 clusters Score -3.138768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232339 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -31387672.000000 Penalty: 6133.484863
	Iteration 70Q: 3 clusters Score -3.138767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232357 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -31387700.000000 Penalty: 6133.484863
	Iteration 71Q: 3 clusters Score -3.13877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232385 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -31387684.000000 Penalty: 6133.484863
	Iteration 72Q: 3 clusters Score -3.138768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232412 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -31387672.000000 Penalty: 6133.484863
	Iteration 73Q: 3 clusters Score -3.138767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232438 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -31387650.000000 Penalty: 6133.484863
	Iteration 74Q: 3 clusters Score -3.138765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232469 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -31387636.000000 Penalty: 6133.484863
	Iteration 75Q: 3 clusters Score -3.138764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232496 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -31387618.000000 Penalty: 6133.484863
	Iteration 76Q: 3 clusters Score -3.138762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232514 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -31387614.000000 Penalty: 6133.484863
	Iteration 77Q: 3 clusters Score -3.138761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232531 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -31387604.000000 Penalty: 6133.484863
	Iteration 78Q: 3 clusters Score -3.13876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232544 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -31387582.000000 Penalty: 6133.484863
	Iteration 79Q: 3 clusters Score -3.138758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232563 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -31387574.000000 Penalty: 6133.484863
	Iteration 80F: 3 clusters Score -3.138757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232573 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -31387540.000000 Penalty: 6133.484863
	Iteration 81Q: 3 clusters Score -3.138754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232578 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -31387574.000000 Penalty: 6133.484863
	Iteration 82Q: 3 clusters Score -3.138757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232584 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -31387562.000000 Penalty: 6133.484863
	Iteration 83Q: 3 clusters Score -3.138756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -31387576.000000 Penalty: 6133.484863
	Iteration 84Q: 3 clusters Score -3.138758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232595 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -31387576.000000 Penalty: 6133.484863
	Iteration 85Q: 3 clusters Score -3.138758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232603 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -31387556.000000 Penalty: 6133.484863
	Iteration 86Q: 3 clusters Score -3.138756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232616 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -31387532.000000 Penalty: 6133.484863
	Iteration 87Q: 3 clusters Score -3.138753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232628 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -31387546.000000 Penalty: 6133.484863
	Iteration 88Q: 3 clusters Score -3.138755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232637 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -31387552.000000 Penalty: 6133.484863
	Iteration 89Q: 3 clusters Score -3.138755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232648 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -31387532.000000 Penalty: 6133.484863
	Iteration 90Q: 3 clusters Score -3.138753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232658 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -31387522.000000 Penalty: 6133.484863
	Iteration 91Q: 3 clusters Score -3.138752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232672 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -31387520.000000 Penalty: 6133.484863
	Iteration 92Q: 3 clusters Score -3.138752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232684 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -31387526.000000 Penalty: 6133.484863
	Iteration 93Q: 3 clusters Score -3.138753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232695 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -31387534.000000 Penalty: 6133.484863
	Iteration 94Q: 3 clusters Score -3.138753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232701 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -31387536.000000 Penalty: 6133.484863
	Iteration 95Q: 3 clusters Score -3.138754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232707 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -31387532.000000 Penalty: 6133.484863
	Iteration 96Q: 3 clusters Score -3.138753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232712 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -31387526.000000 Penalty: 6133.484863
	Iteration 97Q: 3 clusters Score -3.138753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -31387524.000000 Penalty: 6133.484863
	Iteration 98Q: 3 clusters Score -3.138752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -31387534.000000 Penalty: 6133.484863
	Iteration 99Q: 3 clusters Score -3.138753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232721 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -31387524.000000 Penalty: 6133.484863
	Iteration 100F: 3 clusters Score -3.138752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232723 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -31387520.000000 Penalty: 6133.484863
	Iteration 101Q: 3 clusters Score -3.138752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232725 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -31387520.000000 Penalty: 6133.484863
	Iteration 102Q: 3 clusters Score -3.138752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232732 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -31387522.000000 Penalty: 6133.484863
	Iteration 103Q: 3 clusters Score -3.138752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232735 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -31387508.000000 Penalty: 6133.484863
	Iteration 104Q: 3 clusters Score -3.138751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232737 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -31387542.000000 Penalty: 6133.484863
	Iteration 105Q: 3 clusters Score -3.138754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232740 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -31387542.000000 Penalty: 6133.484863
	Iteration 106Q: 3 clusters Score -3.138754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232744 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -31387522.000000 Penalty: 6133.484863
	Iteration 107Q: 3 clusters Score -3.138752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232747 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -31387524.000000 Penalty: 6133.484863
	Iteration 108Q: 3 clusters Score -3.138752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232747 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -31387524.000000 Penalty: 6133.484863
	Iteration 109F: 3 clusters Score -3.138752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -71852.070312 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -71852.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70263.593750 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -70263.59 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70549.156250 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -70549.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70887.226562 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -70887.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71363.554688 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -71363.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71600.429688 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -71600.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71674.367188 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -71674.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71718.062500 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -71718.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71763.328125 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -71763.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71811.945312 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -71811.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71848.507812 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -71848.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71877.109375 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -71877.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71898.250000 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -71898.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71920.875000 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -71920.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71920.875000 Penalty: 3163.699219
	Iteration 13F: 3 clusters Score -71920.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 159 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
Score: -180324224.000000 Penalty: 73593.648438
Splitting cluster 3 changes total score from -180326016.000000 to -180324224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -187747.140625 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -187747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185473.109375 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -185473.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185874.671875 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -185874.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185971.421875 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -185971.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186023.500000 Penalty: 3626.032959
	Iteration 3Q: 3 clusters Score -186023.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186064.484375 Penalty: 3626.032959
	Iteration 4Q: 3 clusters Score -186064.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186096.078125 Penalty: 3626.032959
	Iteration 5Q: 3 clusters Score -186096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186119.187500 Penalty: 3626.032959
	Iteration 6Q: 3 clusters Score -186119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186135.312500 Penalty: 3626.032959
	Iteration 7Q: 3 clusters Score -186135.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -186143.421875 Penalty: 3626.032959
	Iteration 8Q: 3 clusters Score -186143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186148.859375 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -186148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186152.578125 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -186152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186154.531250 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -186154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186154.984375 Penalty: 3626.032959
	Iteration 12Q: 3 clusters Score -186155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186154.984375 Penalty: 3626.032959
	Iteration 13F: 3 clusters Score -186155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -104752.062500 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -104752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102980.476562 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -102980.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103308.703125 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -103308.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103476.859375 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -103476.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103571.265625 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -103571.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103629.453125 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -103629.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103705.601562 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -103705.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103802.062500 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -103802.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103914.476562 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -103914.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104088.648438 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -104088.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104343.828125 Penalty: 3353.740234
	Iteration 9F: 3 clusters Score -104343.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104494.945312 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -104494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104543.265625 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -104543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104587.664062 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -104587.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104654.085938 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -104654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104722.148438 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -104722.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104760.859375 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -104760.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104787.054688 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -104787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104796.687500 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -104796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104799.117188 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -104799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104801.218750 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -104801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104803.421875 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -104803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104805.000000 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -104805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104807.835938 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -104807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104811.632812 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -104811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104813.585938 Penalty: 3353.740234
	Iteration 24Q: 3 clusters Score -104813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104813.585938 Penalty: 3353.740234
	Iteration 25F: 3 clusters Score -104813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 345 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
Score: -180324464.000000 Penalty: 73593.648438
Splitting cluster 5 changes total score from -180326016.000000 to -180324464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -527951.312500 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -527951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523949.875000 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -523949.9 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -524920.875000 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -524920.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -525197.562500 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -525197.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -525422.750000 Penalty: 4131.270996
	Iteration 3F: 3 clusters Score -525422.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -525566.750000 Penalty: 4131.270996
	Iteration 4Q: 3 clusters Score -525566.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -525682.375000 Penalty: 4131.270996
	Iteration 5Q: 3 clusters Score -525682.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -525766.687500 Penalty: 4131.270996
	Iteration 6Q: 3 clusters Score -525766.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -525847.000000 Penalty: 4131.270996
	Iteration 7Q: 3 clusters Score -525847 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -525920.375000 Penalty: 4131.270996
	Iteration 8Q: 3 clusters Score -525920.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -525987.750000 Penalty: 4131.270996
	Iteration 9Q: 3 clusters Score -525987.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -526039.062500 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -526039.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -526089.562500 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -526089.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -526130.875000 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -526130.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -526160.750000 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -526160.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -526176.187500 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -526176.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -526191.625000 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -526191.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -526206.125000 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -526206.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -526219.250000 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -526219.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -526231.187500 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -526231.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -526245.500000 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -526245.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -526259.500000 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -526259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -526270.125000 Penalty: 4131.270996
	Iteration 21Q: 3 clusters Score -526270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -526275.250000 Penalty: 4131.270996
	Iteration 22Q: 3 clusters Score -526275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -526281.437500 Penalty: 4131.270996
	Iteration 23Q: 3 clusters Score -526281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -526288.562500 Penalty: 4131.270996
	Iteration 24Q: 3 clusters Score -526288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -526296.625000 Penalty: 4131.270996
	Iteration 25Q: 3 clusters Score -526296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -526300.812500 Penalty: 4131.270996
	Iteration 26Q: 3 clusters Score -526300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -526307.687500 Penalty: 4131.270996
	Iteration 27Q: 3 clusters Score -526307.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -526315.625000 Penalty: 4131.270996
	Iteration 28Q: 3 clusters Score -526315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -526322.000000 Penalty: 4131.270996
	Iteration 29Q: 3 clusters Score -526322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -526326.875000 Penalty: 4131.270996
	Iteration 30Q: 3 clusters Score -526326.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -526332.000000 Penalty: 4131.270996
	Iteration 31Q: 3 clusters Score -526332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -526335.312500 Penalty: 4131.270996
	Iteration 32Q: 3 clusters Score -526335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526338.937500 Penalty: 4131.270996
	Iteration 33Q: 3 clusters Score -526338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -526340.750000 Penalty: 4131.270996
	Iteration 34Q: 3 clusters Score -526340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -526343.312500 Penalty: 4131.270996
	Iteration 35Q: 3 clusters Score -526343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -526344.000000 Penalty: 4131.270996
	Iteration 36Q: 3 clusters Score -526344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -526346.000000 Penalty: 4131.270996
	Iteration 37Q: 3 clusters Score -526346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -526347.125000 Penalty: 4131.270996
	Iteration 38Q: 3 clusters Score -526347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -526348.812500 Penalty: 4131.270996
	Iteration 39Q: 3 clusters Score -526348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -526348.750000 Penalty: 4131.270996
	Iteration 40F: 3 clusters Score -526348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -526349.375000 Penalty: 4131.270996
	Iteration 41Q: 3 clusters Score -526349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -526349.187500 Penalty: 4131.270996
	Iteration 42Q: 3 clusters Score -526349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -526349.187500 Penalty: 4131.270996
	Iteration 43F: 3 clusters Score -526349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -403249.593750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -403249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -399937.625000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -399937.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -400657.468750 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -400657.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -400888.781250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -400888.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -401072.031250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -401072 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -401210.437500 Penalty: 3979.031250
	Iteration 4Q: 3 clusters Score -401210.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -401363.656250 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -401363.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -401510.593750 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -401510.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -401682.750000 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -401682.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -401909.156250 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -401909.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -402139.281250 Penalty: 3979.031250
	Iteration 9F: 3 clusters Score -402139.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -402311.500000 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -402311.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -402471.343750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -402471.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -402576.031250 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -402576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -402653.937500 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -402653.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -402714.531250 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -402714.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -402740.500000 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -402740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -402764.656250 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -402764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -402776.812500 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -402776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -402782.125000 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -402782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -402785.437500 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -402785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -402786.125000 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -402786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -402787.625000 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -402787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -402788.875000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -402788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -402788.531250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -402788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -402788.531250 Penalty: 3979.031250
	Iteration 24F: 3 clusters Score -402788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159034 members 
Entering Unmasked Estep 
Score: -21450156.000000 Penalty: 2970.264648
	Iteration 0F: 2 clusters Score -2.145016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -21345794.000000 Penalty: 5940.529297
	Iteration 0F: 3 clusters Score -2.134579e+07 nChanged 76090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -21390596.000000 Penalty: 5940.529297
	Iteration 1F: 3 clusters Score -2.13906e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -21392030.000000 Penalty: 5940.529297
	Iteration 2Q: 3 clusters Score -2.139203e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -21394002.000000 Penalty: 5940.529297
	Iteration 3Q: 3 clusters Score -2.1394e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -21396748.000000 Penalty: 5940.529297
	Iteration 4Q: 3 clusters Score -2.139675e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -21400412.000000 Penalty: 5940.529297
	Iteration 5Q: 3 clusters Score -2.140041e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -21405598.000000 Penalty: 5940.529297
	Iteration 6F: 3 clusters Score -2.14056e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -21412086.000000 Penalty: 5940.529297
	Iteration 7F: 3 clusters Score -2.141209e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -21418884.000000 Penalty: 5940.529297
	Iteration 8F: 3 clusters Score -2.141888e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -21424662.000000 Penalty: 5940.529297
	Iteration 9F: 3 clusters Score -2.142466e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -21428830.000000 Penalty: 5940.529297
	Iteration 10Q: 3 clusters Score -2.142883e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -21431160.000000 Penalty: 5940.529297
	Iteration 11Q: 3 clusters Score -2.143116e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -21432220.000000 Penalty: 5940.529297
	Iteration 12Q: 3 clusters Score -2.143222e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -21432712.000000 Penalty: 5940.529297
	Iteration 13Q: 3 clusters Score -2.143271e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -21433214.000000 Penalty: 5940.529297
	Iteration 14Q: 3 clusters Score -2.143321e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -21433674.000000 Penalty: 5940.529297
	Iteration 15Q: 3 clusters Score -2.143367e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -21433896.000000 Penalty: 5940.529297
	Iteration 16Q: 3 clusters Score -2.14339e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -21434258.000000 Penalty: 5940.529297
	Iteration 17Q: 3 clusters Score -2.143426e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -21434454.000000 Penalty: 5940.529297
	Iteration 18Q: 3 clusters Score -2.143445e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -21434602.000000 Penalty: 5940.529297
	Iteration 19Q: 3 clusters Score -2.14346e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -21434718.000000 Penalty: 5940.529297
	Iteration 20F: 3 clusters Score -2.143472e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -21434998.000000 Penalty: 5940.529297
	Iteration 21Q: 3 clusters Score -2.1435e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -21435302.000000 Penalty: 5940.529297
	Iteration 22Q: 3 clusters Score -2.14353e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -21435362.000000 Penalty: 5940.529297
	Iteration 23Q: 3 clusters Score -2.143536e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -21435456.000000 Penalty: 5940.529297
	Iteration 24Q: 3 clusters Score -2.143546e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -21435590.000000 Penalty: 5940.529297
	Iteration 25Q: 3 clusters Score -2.143559e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -21435780.000000 Penalty: 5940.529297
	Iteration 26Q: 3 clusters Score -2.143578e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -21435854.000000 Penalty: 5940.529297
	Iteration 27Q: 3 clusters Score -2.143585e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -21436030.000000 Penalty: 5940.529297
	Iteration 28Q: 3 clusters Score -2.143603e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -21436246.000000 Penalty: 5940.529297
	Iteration 29Q: 3 clusters Score -2.143625e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -21436346.000000 Penalty: 5940.529297
	Iteration 30Q: 3 clusters Score -2.143635e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -21436440.000000 Penalty: 5940.529297
	Iteration 31Q: 3 clusters Score -2.143644e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -21436492.000000 Penalty: 5940.529297
	Iteration 32Q: 3 clusters Score -2.143649e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -21436620.000000 Penalty: 5940.529297
	Iteration 33Q: 3 clusters Score -2.143662e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -21436798.000000 Penalty: 5940.529297
	Iteration 34Q: 3 clusters Score -2.14368e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -21437062.000000 Penalty: 5940.529297
	Iteration 35Q: 3 clusters Score -2.143706e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -21437254.000000 Penalty: 5940.529297
	Iteration 36Q: 3 clusters Score -2.143725e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -21437464.000000 Penalty: 5940.529297
	Iteration 37Q: 3 clusters Score -2.143746e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -21437676.000000 Penalty: 5940.529297
	Iteration 38Q: 3 clusters Score -2.143768e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -21438018.000000 Penalty: 5940.529297
	Iteration 39Q: 3 clusters Score -2.143802e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -21438272.000000 Penalty: 5940.529297
	Iteration 40F: 3 clusters Score -2.143827e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -21438436.000000 Penalty: 5940.529297
	Iteration 41Q: 3 clusters Score -2.143844e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -21438656.000000 Penalty: 5940.529297
	Iteration 42Q: 3 clusters Score -2.143866e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -21438964.000000 Penalty: 5940.529297
	Iteration 43Q: 3 clusters Score -2.143896e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -21439106.000000 Penalty: 5940.529297
	Iteration 44Q: 3 clusters Score -2.143911e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -21439382.000000 Penalty: 5940.529297
	Iteration 45Q: 3 clusters Score -2.143938e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -21439618.000000 Penalty: 5940.529297
	Iteration 46Q: 3 clusters Score -2.143962e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -21439932.000000 Penalty: 5940.529297
	Iteration 47Q: 3 clusters Score -2.143993e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -21440160.000000 Penalty: 5940.529297
	Iteration 48Q: 3 clusters Score -2.144016e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -21440334.000000 Penalty: 5940.529297
	Iteration 49Q: 3 clusters Score -2.144033e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -21440542.000000 Penalty: 5940.529297
	Iteration 50Q: 3 clusters Score -2.144054e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -21440666.000000 Penalty: 5940.529297
	Iteration 51Q: 3 clusters Score -2.144067e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -21440874.000000 Penalty: 5940.529297
	Iteration 52Q: 3 clusters Score -2.144087e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104225 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -21441002.000000 Penalty: 5940.529297
	Iteration 53Q: 3 clusters Score -2.1441e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -21441058.000000 Penalty: 5940.529297
	Iteration 54Q: 3 clusters Score -2.144106e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -21441276.000000 Penalty: 5940.529297
	Iteration 55Q: 3 clusters Score -2.144128e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -21441388.000000 Penalty: 5940.529297
	Iteration 56Q: 3 clusters Score -2.144139e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -21441570.000000 Penalty: 5940.529297
	Iteration 57Q: 3 clusters Score -2.144157e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -21441614.000000 Penalty: 5940.529297
	Iteration 58Q: 3 clusters Score -2.144161e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -21441736.000000 Penalty: 5940.529297
	Iteration 59Q: 3 clusters Score -2.144174e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -21441746.000000 Penalty: 5940.529297
	Iteration 60F: 3 clusters Score -2.144175e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -21441806.000000 Penalty: 5940.529297
	Iteration 61Q: 3 clusters Score -2.144181e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -21441806.000000 Penalty: 5940.529297
	Iteration 62Q: 3 clusters Score -2.144181e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -21441736.000000 Penalty: 5940.529297
	Iteration 63Q: 3 clusters Score -2.144174e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112603 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -21441820.000000 Penalty: 5940.529297
	Iteration 64Q: 3 clusters Score -2.144182e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113148 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -21441868.000000 Penalty: 5940.529297
	Iteration 65Q: 3 clusters Score -2.144187e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113654 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -21441930.000000 Penalty: 5940.529297
	Iteration 66Q: 3 clusters Score -2.144193e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -21441962.000000 Penalty: 5940.529297
	Iteration 67Q: 3 clusters Score -2.144196e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -21441924.000000 Penalty: 5940.529297
	Iteration 68Q: 3 clusters Score -2.144192e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115030 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -21441974.000000 Penalty: 5940.529297
	Iteration 69Q: 3 clusters Score -2.144197e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -21442014.000000 Penalty: 5940.529297
	Iteration 70Q: 3 clusters Score -2.144201e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115834 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -21442040.000000 Penalty: 5940.529297
	Iteration 71Q: 3 clusters Score -2.144204e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -21442094.000000 Penalty: 5940.529297
	Iteration 72Q: 3 clusters Score -2.144209e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116592 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -21442134.000000 Penalty: 5940.529297
	Iteration 73Q: 3 clusters Score -2.144213e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116969 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -21442160.000000 Penalty: 5940.529297
	Iteration 74Q: 3 clusters Score -2.144216e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -21442192.000000 Penalty: 5940.529297
	Iteration 75Q: 3 clusters Score -2.144219e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -21442178.000000 Penalty: 5940.529297
	Iteration 76Q: 3 clusters Score -2.144218e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -21442220.000000 Penalty: 5940.529297
	Iteration 77Q: 3 clusters Score -2.144222e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -21442274.000000 Penalty: 5940.529297
	Iteration 78Q: 3 clusters Score -2.144227e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -21442270.000000 Penalty: 5940.529297
	Iteration 79Q: 3 clusters Score -2.144227e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -21442244.000000 Penalty: 5940.529297
	Iteration 80F: 3 clusters Score -2.144224e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119453 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -21442208.000000 Penalty: 5940.529297
	Iteration 81Q: 3 clusters Score -2.144221e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119780 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -21442208.000000 Penalty: 5940.529297
	Iteration 82Q: 3 clusters Score -2.144221e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -21442214.000000 Penalty: 5940.529297
	Iteration 83Q: 3 clusters Score -2.144221e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -21442198.000000 Penalty: 5940.529297
	Iteration 84Q: 3 clusters Score -2.14422e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -21442230.000000 Penalty: 5940.529297
	Iteration 85Q: 3 clusters Score -2.144223e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -21442228.000000 Penalty: 5940.529297
	Iteration 86Q: 3 clusters Score -2.144223e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -21442246.000000 Penalty: 5940.529297
	Iteration 87Q: 3 clusters Score -2.144225e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -21442282.000000 Penalty: 5940.529297
	Iteration 88Q: 3 clusters Score -2.144228e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -21442312.000000 Penalty: 5940.529297
	Iteration 89Q: 3 clusters Score -2.144231e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -21442250.000000 Penalty: 5940.529297
	Iteration 90Q: 3 clusters Score -2.144225e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -21442222.000000 Penalty: 5940.529297
	Iteration 91Q: 3 clusters Score -2.144222e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -21442284.000000 Penalty: 5940.529297
	Iteration 92Q: 3 clusters Score -2.144228e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122652 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -21442258.000000 Penalty: 5940.529297
	Iteration 93Q: 3 clusters Score -2.144226e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -21442282.000000 Penalty: 5940.529297
	Iteration 94Q: 3 clusters Score -2.144228e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -21442298.000000 Penalty: 5940.529297
	Iteration 95Q: 3 clusters Score -2.14423e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -21442326.000000 Penalty: 5940.529297
	Iteration 96Q: 3 clusters Score -2.144233e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -21442342.000000 Penalty: 5940.529297
	Iteration 97Q: 3 clusters Score -2.144234e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -21442350.000000 Penalty: 5940.529297
	Iteration 98Q: 3 clusters Score -2.144235e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -21442326.000000 Penalty: 5940.529297
	Iteration 99Q: 3 clusters Score -2.144233e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124502 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -21442338.000000 Penalty: 5940.529297
	Iteration 100F: 3 clusters Score -2.144234e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124748 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -21442348.000000 Penalty: 5940.529297
	Iteration 101Q: 3 clusters Score -2.144235e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -21442398.000000 Penalty: 5940.529297
	Iteration 102Q: 3 clusters Score -2.14424e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -21442454.000000 Penalty: 5940.529297
	Iteration 103Q: 3 clusters Score -2.144245e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -21442474.000000 Penalty: 5940.529297
	Iteration 104Q: 3 clusters Score -2.144247e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -21442502.000000 Penalty: 5940.529297
	Iteration 105Q: 3 clusters Score -2.14425e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -21442530.000000 Penalty: 5940.529297
	Iteration 106Q: 3 clusters Score -2.144253e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -21442548.000000 Penalty: 5940.529297
	Iteration 107Q: 3 clusters Score -2.144255e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -21442576.000000 Penalty: 5940.529297
	Iteration 108Q: 3 clusters Score -2.144258e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -21442578.000000 Penalty: 5940.529297
	Iteration 109Q: 3 clusters Score -2.144258e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -21442572.000000 Penalty: 5940.529297
	Iteration 110Q: 3 clusters Score -2.144257e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -21442580.000000 Penalty: 5940.529297
	Iteration 111Q: 3 clusters Score -2.144258e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -21442594.000000 Penalty: 5940.529297
	Iteration 112Q: 3 clusters Score -2.144259e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -21442612.000000 Penalty: 5940.529297
	Iteration 113Q: 3 clusters Score -2.144261e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127259 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -21442608.000000 Penalty: 5940.529297
	Iteration 114Q: 3 clusters Score -2.144261e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -21442654.000000 Penalty: 5940.529297
	Iteration 115Q: 3 clusters Score -2.144265e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -21442640.000000 Penalty: 5940.529297
	Iteration 116Q: 3 clusters Score -2.144264e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -21442620.000000 Penalty: 5940.529297
	Iteration 117Q: 3 clusters Score -2.144262e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -21442624.000000 Penalty: 5940.529297
	Iteration 118Q: 3 clusters Score -2.144262e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -21442682.000000 Penalty: 5940.529297
	Iteration 119Q: 3 clusters Score -2.144268e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -21442698.000000 Penalty: 5940.529297
	Iteration 120F: 3 clusters Score -2.14427e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -21442688.000000 Penalty: 5940.529297
	Iteration 121Q: 3 clusters Score -2.144269e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -21442782.000000 Penalty: 5940.529297
	Iteration 122Q: 3 clusters Score -2.144278e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -21442722.000000 Penalty: 5940.529297
	Iteration 123Q: 3 clusters Score -2.144272e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -21442734.000000 Penalty: 5940.529297
	Iteration 124Q: 3 clusters Score -2.144273e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -21442730.000000 Penalty: 5940.529297
	Iteration 125Q: 3 clusters Score -2.144273e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129624 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -21442670.000000 Penalty: 5940.529297
	Iteration 126Q: 3 clusters Score -2.144267e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -21442642.000000 Penalty: 5940.529297
	Iteration 127Q: 3 clusters Score -2.144264e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129976 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -21442660.000000 Penalty: 5940.529297
	Iteration 128Q: 3 clusters Score -2.144266e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130189 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -21442716.000000 Penalty: 5940.529297
	Iteration 129Q: 3 clusters Score -2.144272e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -21442722.000000 Penalty: 5940.529297
	Iteration 130Q: 3 clusters Score -2.144272e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -21442742.000000 Penalty: 5940.529297
	Iteration 131Q: 3 clusters Score -2.144274e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130896 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -21442796.000000 Penalty: 5940.529297
	Iteration 132Q: 3 clusters Score -2.14428e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131146 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -21442784.000000 Penalty: 5940.529297
	Iteration 133Q: 3 clusters Score -2.144278e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -21442842.000000 Penalty: 5940.529297
	Iteration 134Q: 3 clusters Score -2.144284e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -21442862.000000 Penalty: 5940.529297
	Iteration 135Q: 3 clusters Score -2.144286e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -21442918.000000 Penalty: 5940.529297
	Iteration 136Q: 3 clusters Score -2.144292e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -21442918.000000 Penalty: 5940.529297
	Iteration 137Q: 3 clusters Score -2.144292e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132212 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -21442916.000000 Penalty: 5940.529297
	Iteration 138Q: 3 clusters Score -2.144292e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -21442906.000000 Penalty: 5940.529297
	Iteration 139Q: 3 clusters Score -2.144291e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132573 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -21442902.000000 Penalty: 5940.529297
	Iteration 140F: 3 clusters Score -2.14429e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -21442910.000000 Penalty: 5940.529297
	Iteration 141Q: 3 clusters Score -2.144291e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132941 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -21442918.000000 Penalty: 5940.529297
	Iteration 142Q: 3 clusters Score -2.144292e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -21442934.000000 Penalty: 5940.529297
	Iteration 143Q: 3 clusters Score -2.144293e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -21442966.000000 Penalty: 5940.529297
	Iteration 144Q: 3 clusters Score -2.144297e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -21443006.000000 Penalty: 5940.529297
	Iteration 145Q: 3 clusters Score -2.144301e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133823 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -21443080.000000 Penalty: 5940.529297
	Iteration 146Q: 3 clusters Score -2.144308e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -21443124.000000 Penalty: 5940.529297
	Iteration 147Q: 3 clusters Score -2.144312e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134377 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -21443142.000000 Penalty: 5940.529297
	Iteration 148Q: 3 clusters Score -2.144314e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134686 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -21443156.000000 Penalty: 5940.529297
	Iteration 149Q: 3 clusters Score -2.144316e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -21443174.000000 Penalty: 5940.529297
	Iteration 150Q: 3 clusters Score -2.144317e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135330 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -21443246.000000 Penalty: 5940.529297
	Iteration 151Q: 3 clusters Score -2.144325e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -21443280.000000 Penalty: 5940.529297
	Iteration 152Q: 3 clusters Score -2.144328e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -21443276.000000 Penalty: 5940.529297
	Iteration 153Q: 3 clusters Score -2.144328e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -21443262.000000 Penalty: 5940.529297
	Iteration 154Q: 3 clusters Score -2.144326e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -21443350.000000 Penalty: 5940.529297
	Iteration 155Q: 3 clusters Score -2.144335e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -21443426.000000 Penalty: 5940.529297
	Iteration 156Q: 3 clusters Score -2.144343e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137719 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -21443454.000000 Penalty: 5940.529297
	Iteration 157Q: 3 clusters Score -2.144345e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -21443474.000000 Penalty: 5940.529297
	Iteration 158Q: 3 clusters Score -2.144347e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -21443508.000000 Penalty: 5940.529297
	Iteration 159Q: 3 clusters Score -2.144351e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139014 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -21443548.000000 Penalty: 5940.529297
	Iteration 160F: 3 clusters Score -2.144355e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -21443580.000000 Penalty: 5940.529297
	Iteration 161Q: 3 clusters Score -2.144358e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -21443578.000000 Penalty: 5940.529297
	Iteration 162Q: 3 clusters Score -2.144358e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -21443644.000000 Penalty: 5940.529297
	Iteration 163Q: 3 clusters Score -2.144364e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -21443744.000000 Penalty: 5940.529297
	Iteration 164Q: 3 clusters Score -2.144374e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -21443860.000000 Penalty: 5940.529297
	Iteration 165Q: 3 clusters Score -2.144386e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142047 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -21443992.000000 Penalty: 5940.529297
	Iteration 166Q: 3 clusters Score -2.144399e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -21444108.000000 Penalty: 5940.529297
	Iteration 167Q: 3 clusters Score -2.144411e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -21444128.000000 Penalty: 5940.529297
	Iteration 168Q: 3 clusters Score -2.144413e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -21444188.000000 Penalty: 5940.529297
	Iteration 169Q: 3 clusters Score -2.144419e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -21444298.000000 Penalty: 5940.529297
	Iteration 170Q: 3 clusters Score -2.14443e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -21444368.000000 Penalty: 5940.529297
	Iteration 171Q: 3 clusters Score -2.144437e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -21444446.000000 Penalty: 5940.529297
	Iteration 172Q: 3 clusters Score -2.144445e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -21444532.000000 Penalty: 5940.529297
	Iteration 173Q: 3 clusters Score -2.144453e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -21444666.000000 Penalty: 5940.529297
	Iteration 174Q: 3 clusters Score -2.144467e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147524 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -21444770.000000 Penalty: 5940.529297
	Iteration 175Q: 3 clusters Score -2.144477e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -21444958.000000 Penalty: 5940.529297
	Iteration 176Q: 3 clusters Score -2.144496e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -21445154.000000 Penalty: 5940.529297
	Iteration 177Q: 3 clusters Score -2.144515e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -21445302.000000 Penalty: 5940.529297
	Iteration 178Q: 3 clusters Score -2.14453e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -21445448.000000 Penalty: 5940.529297
	Iteration 179Q: 3 clusters Score -2.144545e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -21445550.000000 Penalty: 5940.529297
	Iteration 180F: 3 clusters Score -2.144555e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -21445726.000000 Penalty: 5940.529297
	Iteration 181Q: 3 clusters Score -2.144573e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -21445846.000000 Penalty: 5940.529297
	Iteration 182Q: 3 clusters Score -2.144585e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -21445916.000000 Penalty: 5940.529297
	Iteration 183Q: 3 clusters Score -2.144592e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -21445976.000000 Penalty: 5940.529297
	Iteration 184Q: 3 clusters Score -2.144598e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -21446110.000000 Penalty: 5940.529297
	Iteration 185Q: 3 clusters Score -2.144611e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21446304.000000 Penalty: 5940.529297
	Iteration 186Q: 3 clusters Score -2.14463e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -21446440.000000 Penalty: 5940.529297
	Iteration 187Q: 3 clusters Score -2.144644e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -21446566.000000 Penalty: 5940.529297
	Iteration 188Q: 3 clusters Score -2.144657e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21446662.000000 Penalty: 5940.529297
	Iteration 189Q: 3 clusters Score -2.144666e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -21446812.000000 Penalty: 5940.529297
	Iteration 190Q: 3 clusters Score -2.144681e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -21446890.000000 Penalty: 5940.529297
	Iteration 191Q: 3 clusters Score -2.144689e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21446964.000000 Penalty: 5940.529297
	Iteration 192Q: 3 clusters Score -2.144696e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21447068.000000 Penalty: 5940.529297
	Iteration 193Q: 3 clusters Score -2.144707e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21447122.000000 Penalty: 5940.529297
	Iteration 194Q: 3 clusters Score -2.144712e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21447192.000000 Penalty: 5940.529297
	Iteration 195Q: 3 clusters Score -2.144719e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156623 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -21447198.000000 Penalty: 5940.529297
	Iteration 196Q: 3 clusters Score -2.14472e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21447248.000000 Penalty: 5940.529297
	Iteration 197Q: 3 clusters Score -2.144725e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21447278.000000 Penalty: 5940.529297
	Iteration 198Q: 3 clusters Score -2.144728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21447312.000000 Penalty: 5940.529297
	Iteration 199Q: 3 clusters Score -2.144731e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21447306.000000 Penalty: 5940.529297
	Iteration 200F: 3 clusters Score -2.144731e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21447332.000000 Penalty: 5940.529297
	Iteration 201Q: 3 clusters Score -2.144733e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21447328.000000 Penalty: 5940.529297
	Iteration 202Q: 3 clusters Score -2.144733e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21447372.000000 Penalty: 5940.529297
	Iteration 203Q: 3 clusters Score -2.144737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21447422.000000 Penalty: 5940.529297
	Iteration 204Q: 3 clusters Score -2.144742e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -21447446.000000 Penalty: 5940.529297
	Iteration 205Q: 3 clusters Score -2.144745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21447428.000000 Penalty: 5940.529297
	Iteration 206Q: 3 clusters Score -2.144743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21447442.000000 Penalty: 5940.529297
	Iteration 207Q: 3 clusters Score -2.144744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21447460.000000 Penalty: 5940.529297
	Iteration 208Q: 3 clusters Score -2.144746e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21447432.000000 Penalty: 5940.529297
	Iteration 209Q: 3 clusters Score -2.144743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21447444.000000 Penalty: 5940.529297
	Iteration 210Q: 3 clusters Score -2.144744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -21447434.000000 Penalty: 5940.529297
	Iteration 211Q: 3 clusters Score -2.144743e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21447472.000000 Penalty: 5940.529297
	Iteration 212Q: 3 clusters Score -2.144747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157636 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21447486.000000 Penalty: 5940.529297
	Iteration 213Q: 3 clusters Score -2.144749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157665 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21447472.000000 Penalty: 5940.529297
	Iteration 214Q: 3 clusters Score -2.144747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21447458.000000 Penalty: 5940.529297
	Iteration 215Q: 3 clusters Score -2.144746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21447496.000000 Penalty: 5940.529297
	Iteration 216Q: 3 clusters Score -2.14475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157730 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21447528.000000 Penalty: 5940.529297
	Iteration 217Q: 3 clusters Score -2.144753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21447528.000000 Penalty: 5940.529297
	Iteration 218Q: 3 clusters Score -2.144753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21447536.000000 Penalty: 5940.529297
	Iteration 219Q: 3 clusters Score -2.144754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21447540.000000 Penalty: 5940.529297
	Iteration 220F: 3 clusters Score -2.144754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21447526.000000 Penalty: 5940.529297
	Iteration 221Q: 3 clusters Score -2.144753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21447542.000000 Penalty: 5940.529297
	Iteration 222Q: 3 clusters Score -2.144754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21447534.000000 Penalty: 5940.529297
	Iteration 223Q: 3 clusters Score -2.144753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21447550.000000 Penalty: 5940.529297
	Iteration 224Q: 3 clusters Score -2.144755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21447550.000000 Penalty: 5940.529297
	Iteration 225Q: 3 clusters Score -2.144755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21447572.000000 Penalty: 5940.529297
	Iteration 226Q: 3 clusters Score -2.144757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21447578.000000 Penalty: 5940.529297
	Iteration 227Q: 3 clusters Score -2.144758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157835 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21447588.000000 Penalty: 5940.529297
	Iteration 228Q: 3 clusters Score -2.144759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157843 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21447594.000000 Penalty: 5940.529297
	Iteration 229Q: 3 clusters Score -2.144759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21447612.000000 Penalty: 5940.529297
	Iteration 230Q: 3 clusters Score -2.144761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 231Q: 3 clusters Score -2.14476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21447594.000000 Penalty: 5940.529297
	Iteration 232Q: 3 clusters Score -2.144759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21447602.000000 Penalty: 5940.529297
	Iteration 233Q: 3 clusters Score -2.14476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 234Q: 3 clusters Score -2.14476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21447594.000000 Penalty: 5940.529297
	Iteration 235Q: 3 clusters Score -2.144759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21447592.000000 Penalty: 5940.529297
	Iteration 236Q: 3 clusters Score -2.144759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21447590.000000 Penalty: 5940.529297
	Iteration 237Q: 3 clusters Score -2.144759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 238Q: 3 clusters Score -2.14476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157921 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21447584.000000 Penalty: 5940.529297
	Iteration 239Q: 3 clusters Score -2.144758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21447594.000000 Penalty: 5940.529297
	Iteration 240F: 3 clusters Score -2.144759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157939 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21447614.000000 Penalty: 5940.529297
	Iteration 241Q: 3 clusters Score -2.144761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 242Q: 3 clusters Score -2.14476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 243Q: 3 clusters Score -2.14476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21447596.000000 Penalty: 5940.529297
	Iteration 244Q: 3 clusters Score -2.14476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21447602.000000 Penalty: 5940.529297
	Iteration 245Q: 3 clusters Score -2.14476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21447590.000000 Penalty: 5940.529297
	Iteration 246Q: 3 clusters Score -2.144759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157969 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21447604.000000 Penalty: 5940.529297
	Iteration 247Q: 3 clusters Score -2.14476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21447606.000000 Penalty: 5940.529297
	Iteration 248Q: 3 clusters Score -2.144761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21447594.000000 Penalty: 5940.529297
	Iteration 249Q: 3 clusters Score -2.144759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21447598.000000 Penalty: 5940.529297
	Iteration 250Q: 3 clusters Score -2.14476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21447616.000000 Penalty: 5940.529297
	Iteration 251Q: 3 clusters Score -2.144762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21447610.000000 Penalty: 5940.529297
	Iteration 252Q: 3 clusters Score -2.144761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21447612.000000 Penalty: 5940.529297
	Iteration 253Q: 3 clusters Score -2.144761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21447620.000000 Penalty: 5940.529297
	Iteration 254Q: 3 clusters Score -2.144762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21447620.000000 Penalty: 5940.529297
	Iteration 255Q: 3 clusters Score -2.144762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21447612.000000 Penalty: 5940.529297
	Iteration 256Q: 3 clusters Score -2.144761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21447630.000000 Penalty: 5940.529297
	Iteration 257Q: 3 clusters Score -2.144763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21447634.000000 Penalty: 5940.529297
	Iteration 258Q: 3 clusters Score -2.144763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21447634.000000 Penalty: 5940.529297
	Iteration 259Q: 3 clusters Score -2.144763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21447638.000000 Penalty: 5940.529297
	Iteration 260F: 3 clusters Score -2.144764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21447652.000000 Penalty: 5940.529297
	Iteration 261Q: 3 clusters Score -2.144765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21447642.000000 Penalty: 5940.529297
	Iteration 262Q: 3 clusters Score -2.144764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158022 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21447620.000000 Penalty: 5940.529297
	Iteration 263Q: 3 clusters Score -2.144762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21447634.000000 Penalty: 5940.529297
	Iteration 264Q: 3 clusters Score -2.144763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21447638.000000 Penalty: 5940.529297
	Iteration 265Q: 3 clusters Score -2.144764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21447640.000000 Penalty: 5940.529297
	Iteration 266Q: 3 clusters Score -2.144764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21447652.000000 Penalty: 5940.529297
	Iteration 267Q: 3 clusters Score -2.144765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21447652.000000 Penalty: 5940.529297
	Iteration 268F: 3 clusters Score -2.144765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Entering Unmasked Estep 
Score: -25421622.000000 Penalty: 3013.560303
	Iteration 0F: 2 clusters Score -2.542162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -25298964.000000 Penalty: 6027.120605
	Iteration 0F: 3 clusters Score -2.529896e+07 nChanged 90731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -25351280.000000 Penalty: 6027.120605
	Iteration 1F: 3 clusters Score -2.535128e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -25352318.000000 Penalty: 6027.120605
	Iteration 2Q: 3 clusters Score -2.535232e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -25353456.000000 Penalty: 6027.120605
	Iteration 3Q: 3 clusters Score -2.535346e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -25355088.000000 Penalty: 6027.120605
	Iteration 4Q: 3 clusters Score -2.535509e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -25357366.000000 Penalty: 6027.120605
	Iteration 5Q: 3 clusters Score -2.535737e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -25360930.000000 Penalty: 6027.120605
	Iteration 6Q: 3 clusters Score -2.536093e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -25366008.000000 Penalty: 6027.120605
	Iteration 7Q: 3 clusters Score -2.536601e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -25373078.000000 Penalty: 6027.120605
	Iteration 8F: 3 clusters Score -2.537308e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -25382400.000000 Penalty: 6027.120605
	Iteration 9F: 3 clusters Score -2.53824e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127702 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -25390812.000000 Penalty: 6027.120605
	Iteration 10F: 3 clusters Score -2.539081e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -25396560.000000 Penalty: 6027.120605
	Iteration 11F: 3 clusters Score -2.539656e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -25399346.000000 Penalty: 6027.120605
	Iteration 12Q: 3 clusters Score -2.539935e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -25400786.000000 Penalty: 6027.120605
	Iteration 13Q: 3 clusters Score -2.540079e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -25401912.000000 Penalty: 6027.120605
	Iteration 14Q: 3 clusters Score -2.540191e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -25403096.000000 Penalty: 6027.120605
	Iteration 15Q: 3 clusters Score -2.54031e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -25404046.000000 Penalty: 6027.120605
	Iteration 16Q: 3 clusters Score -2.540405e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -25404958.000000 Penalty: 6027.120605
	Iteration 17Q: 3 clusters Score -2.540496e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -25405910.000000 Penalty: 6027.120605
	Iteration 18Q: 3 clusters Score -2.540591e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -25407164.000000 Penalty: 6027.120605
	Iteration 19Q: 3 clusters Score -2.540716e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -25408484.000000 Penalty: 6027.120605
	Iteration 20F: 3 clusters Score -2.540848e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -25409984.000000 Penalty: 6027.120605
	Iteration 21Q: 3 clusters Score -2.540998e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -25411408.000000 Penalty: 6027.120605
	Iteration 22Q: 3 clusters Score -2.541141e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172484 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -25412398.000000 Penalty: 6027.120605
	Iteration 23Q: 3 clusters Score -2.54124e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -25413628.000000 Penalty: 6027.120605
	Iteration 24Q: 3 clusters Score -2.541363e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -25414618.000000 Penalty: 6027.120605
	Iteration 25Q: 3 clusters Score -2.541462e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179482 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -25415572.000000 Penalty: 6027.120605
	Iteration 26Q: 3 clusters Score -2.541557e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181215 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -25416084.000000 Penalty: 6027.120605
	Iteration 27Q: 3 clusters Score -2.541608e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -25416714.000000 Penalty: 6027.120605
	Iteration 28Q: 3 clusters Score -2.541671e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183695 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -25417232.000000 Penalty: 6027.120605
	Iteration 29Q: 3 clusters Score -2.541723e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -25417662.000000 Penalty: 6027.120605
	Iteration 30Q: 3 clusters Score -2.541766e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185335 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -25417856.000000 Penalty: 6027.120605
	Iteration 31Q: 3 clusters Score -2.541786e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185936 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -25418136.000000 Penalty: 6027.120605
	Iteration 32Q: 3 clusters Score -2.541814e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -25418320.000000 Penalty: 6027.120605
	Iteration 33Q: 3 clusters Score -2.541832e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186778 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -25418552.000000 Penalty: 6027.120605
	Iteration 34Q: 3 clusters Score -2.541855e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -25418646.000000 Penalty: 6027.120605
	Iteration 35Q: 3 clusters Score -2.541865e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187316 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -25418728.000000 Penalty: 6027.120605
	Iteration 36Q: 3 clusters Score -2.541873e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187480 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -25418858.000000 Penalty: 6027.120605
	Iteration 37Q: 3 clusters Score -2.541886e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187611 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -25418914.000000 Penalty: 6027.120605
	Iteration 38Q: 3 clusters Score -2.541891e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -25418938.000000 Penalty: 6027.120605
	Iteration 39Q: 3 clusters Score -2.541894e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187804 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -25419006.000000 Penalty: 6027.120605
	Iteration 40F: 3 clusters Score -2.541901e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187865 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25419026.000000 Penalty: 6027.120605
	Iteration 41Q: 3 clusters Score -2.541903e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -25419096.000000 Penalty: 6027.120605
	Iteration 42Q: 3 clusters Score -2.54191e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187991 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -25419130.000000 Penalty: 6027.120605
	Iteration 43Q: 3 clusters Score -2.541913e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188043 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -25419168.000000 Penalty: 6027.120605
	Iteration 44Q: 3 clusters Score -2.541917e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -25419214.000000 Penalty: 6027.120605
	Iteration 45Q: 3 clusters Score -2.541921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -25419246.000000 Penalty: 6027.120605
	Iteration 46Q: 3 clusters Score -2.541925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -25419254.000000 Penalty: 6027.120605
	Iteration 47Q: 3 clusters Score -2.541925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188178 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -25419254.000000 Penalty: 6027.120605
	Iteration 48Q: 3 clusters Score -2.541925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -25419258.000000 Penalty: 6027.120605
	Iteration 49Q: 3 clusters Score -2.541926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188216 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -25419268.000000 Penalty: 6027.120605
	Iteration 50Q: 3 clusters Score -2.541927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188234 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -25419284.000000 Penalty: 6027.120605
	Iteration 51Q: 3 clusters Score -2.541928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188242 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -25419296.000000 Penalty: 6027.120605
	Iteration 52Q: 3 clusters Score -2.54193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188248 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -25419292.000000 Penalty: 6027.120605
	Iteration 53Q: 3 clusters Score -2.541929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -25419282.000000 Penalty: 6027.120605
	Iteration 54Q: 3 clusters Score -2.541928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25419276.000000 Penalty: 6027.120605
	Iteration 55Q: 3 clusters Score -2.541928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -25419280.000000 Penalty: 6027.120605
	Iteration 56Q: 3 clusters Score -2.541928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188296 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -25419300.000000 Penalty: 6027.120605
	Iteration 57Q: 3 clusters Score -2.54193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25419296.000000 Penalty: 6027.120605
	Iteration 58Q: 3 clusters Score -2.54193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188322 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -25419302.000000 Penalty: 6027.120605
	Iteration 59Q: 3 clusters Score -2.54193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188336 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -25419310.000000 Penalty: 6027.120605
	Iteration 60F: 3 clusters Score -2.541931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -25419324.000000 Penalty: 6027.120605
	Iteration 61Q: 3 clusters Score -2.541932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -25419336.000000 Penalty: 6027.120605
	Iteration 62Q: 3 clusters Score -2.541934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188356 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -25419312.000000 Penalty: 6027.120605
	Iteration 63Q: 3 clusters Score -2.541931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188357 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -25419318.000000 Penalty: 6027.120605
	Iteration 64Q: 3 clusters Score -2.541932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -25419332.000000 Penalty: 6027.120605
	Iteration 65Q: 3 clusters Score -2.541933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25419322.000000 Penalty: 6027.120605
	Iteration 66Q: 3 clusters Score -2.541932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25419316.000000 Penalty: 6027.120605
	Iteration 67Q: 3 clusters Score -2.541932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25419324.000000 Penalty: 6027.120605
	Iteration 68Q: 3 clusters Score -2.541932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25419326.000000 Penalty: 6027.120605
	Iteration 69Q: 3 clusters Score -2.541933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -25419326.000000 Penalty: 6027.120605
	Iteration 70F: 3 clusters Score -2.541933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -118544.171875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -118544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116618.554688 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -116618.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116899.382812 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -116899.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117026.757812 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117163.093750 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -117163.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117272.648438 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117352.835938 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117421.117188 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117421.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117490.789062 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -117490.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117590.078125 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -117590.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117644.617188 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -117644.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117675.289062 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -117675.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117692.843750 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -117692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117702.179688 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -117702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117709.742188 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -117709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117712.406250 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -117712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117719.046875 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -117719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117732.187500 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -117732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117737.085938 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -117737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117739.906250 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -117739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117739.906250 Penalty: 3395.028320
	Iteration 19F: 3 clusters Score -117739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Entering Unmasked Estep 
Score: -5376596.500000 Penalty: 2632.657715
	Iteration 0F: 2 clusters Score -5376596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5349020.000000 Penalty: 5265.315430
	Iteration 0F: 3 clusters Score -5349020 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5359132.000000 Penalty: 5265.315430
	Iteration 1F: 3 clusters Score -5359132 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5359630.000000 Penalty: 5265.315430
	Iteration 2Q: 3 clusters Score -5359630 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5360073.500000 Penalty: 5265.315430
	Iteration 3Q: 3 clusters Score -5360074 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5360550.000000 Penalty: 5265.315430
	Iteration 4Q: 3 clusters Score -5360550 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5361111.000000 Penalty: 5265.315430
	Iteration 5Q: 3 clusters Score -5361111 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -5361877.500000 Penalty: 5265.315430
	Iteration 6Q: 3 clusters Score -5361878 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5362963.000000 Penalty: 5265.315430
	Iteration 7Q: 3 clusters Score -5362963 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5364295.500000 Penalty: 5265.315430
	Iteration 8Q: 3 clusters Score -5364296 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -5365945.500000 Penalty: 5265.315430
	Iteration 9F: 3 clusters Score -5365946 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5367594.000000 Penalty: 5265.315430
	Iteration 10F: 3 clusters Score -5367594 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5369101.000000 Penalty: 5265.315430
	Iteration 11Q: 3 clusters Score -5369101 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5370117.000000 Penalty: 5265.315430
	Iteration 12Q: 3 clusters Score -5370117 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5370823.500000 Penalty: 5265.315430
	Iteration 13Q: 3 clusters Score -5370824 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5371261.500000 Penalty: 5265.315430
	Iteration 14Q: 3 clusters Score -5371262 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5371629.500000 Penalty: 5265.315430
	Iteration 15Q: 3 clusters Score -5371630 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -5372013.000000 Penalty: 5265.315430
	Iteration 16Q: 3 clusters Score -5372013 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5372387.500000 Penalty: 5265.315430
	Iteration 17Q: 3 clusters Score -5372388 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5372721.500000 Penalty: 5265.315430
	Iteration 18Q: 3 clusters Score -5372722 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5373052.500000 Penalty: 5265.315430
	Iteration 19Q: 3 clusters Score -5373052 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5373295.500000 Penalty: 5265.315430
	Iteration 20F: 3 clusters Score -5373296 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5373493.000000 Penalty: 5265.315430
	Iteration 21Q: 3 clusters Score -5373493 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5373613.500000 Penalty: 5265.315430
	Iteration 22Q: 3 clusters Score -5373614 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -5373743.500000 Penalty: 5265.315430
	Iteration 23Q: 3 clusters Score -5373744 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5373849.000000 Penalty: 5265.315430
	Iteration 24Q: 3 clusters Score -5373849 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5373919.000000 Penalty: 5265.315430
	Iteration 25Q: 3 clusters Score -5373919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5373976.000000 Penalty: 5265.315430
	Iteration 26Q: 3 clusters Score -5373976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5374018.000000 Penalty: 5265.315430
	Iteration 27Q: 3 clusters Score -5374018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -5374070.000000 Penalty: 5265.315430
	Iteration 28Q: 3 clusters Score -5374070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5374131.000000 Penalty: 5265.315430
	Iteration 29Q: 3 clusters Score -5374131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5374174.500000 Penalty: 5265.315430
	Iteration 30Q: 3 clusters Score -5374174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5374192.000000 Penalty: 5265.315430
	Iteration 31Q: 3 clusters Score -5374192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -5374216.000000 Penalty: 5265.315430
	Iteration 32Q: 3 clusters Score -5374216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5374230.500000 Penalty: 5265.315430
	Iteration 33Q: 3 clusters Score -5374230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5374244.500000 Penalty: 5265.315430
	Iteration 34Q: 3 clusters Score -5374244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5374248.500000 Penalty: 5265.315430
	Iteration 35Q: 3 clusters Score -5374248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5374264.000000 Penalty: 5265.315430
	Iteration 36Q: 3 clusters Score -5374264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5374271.500000 Penalty: 5265.315430
	Iteration 37Q: 3 clusters Score -5374272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5374274.500000 Penalty: 5265.315430
	Iteration 38Q: 3 clusters Score -5374274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5374281.000000 Penalty: 5265.315430
	Iteration 39Q: 3 clusters Score -5374281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5374287.000000 Penalty: 5265.315430
	Iteration 40F: 3 clusters Score -5374287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5374290.500000 Penalty: 5265.315430
	Iteration 41Q: 3 clusters Score -5374290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5374296.000000 Penalty: 5265.315430
	Iteration 42Q: 3 clusters Score -5374296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5374301.000000 Penalty: 5265.315430
	Iteration 43Q: 3 clusters Score -5374301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5374306.500000 Penalty: 5265.315430
	Iteration 44Q: 3 clusters Score -5374306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5374312.000000 Penalty: 5265.315430
	Iteration 45Q: 3 clusters Score -5374312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -5374314.500000 Penalty: 5265.315430
	Iteration 46Q: 3 clusters Score -5374314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5374321.000000 Penalty: 5265.315430
	Iteration 47Q: 3 clusters Score -5374321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5374322.500000 Penalty: 5265.315430
	Iteration 48Q: 3 clusters Score -5374322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5374323.500000 Penalty: 5265.315430
	Iteration 49Q: 3 clusters Score -5374324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5374330.500000 Penalty: 5265.315430
	Iteration 50Q: 3 clusters Score -5374330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5374329.000000 Penalty: 5265.315430
	Iteration 51Q: 3 clusters Score -5374329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5374328.500000 Penalty: 5265.315430
	Iteration 52Q: 3 clusters Score -5374328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5374330.500000 Penalty: 5265.315430
	Iteration 53Q: 3 clusters Score -5374330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5374331.000000 Penalty: 5265.315430
	Iteration 54Q: 3 clusters Score -5374331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5374331.000000 Penalty: 5265.315430
	Iteration 55F: 3 clusters Score -5374331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161907 members 
Entering Unmasked Estep 
Score: -21817406.000000 Penalty: 2974.704834
	Iteration 0F: 2 clusters Score -2.181741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -21710984.000000 Penalty: 5949.409668
	Iteration 0F: 3 clusters Score -2.171098e+07 nChanged 77709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -21756010.000000 Penalty: 5949.409668
	Iteration 1F: 3 clusters Score -2.175601e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -21756848.000000 Penalty: 5949.409668
	Iteration 2Q: 3 clusters Score -2.175685e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -21757918.000000 Penalty: 5949.409668
	Iteration 3Q: 3 clusters Score -2.175792e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -21759392.000000 Penalty: 5949.409668
	Iteration 4Q: 3 clusters Score -2.175939e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -21761134.000000 Penalty: 5949.409668
	Iteration 5Q: 3 clusters Score -2.176113e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -21763832.000000 Penalty: 5949.409668
	Iteration 6Q: 3 clusters Score -2.176383e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -21767840.000000 Penalty: 5949.409668
	Iteration 7Q: 3 clusters Score -2.176784e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -21774120.000000 Penalty: 5949.409668
	Iteration 8F: 3 clusters Score -2.177412e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -21783242.000000 Penalty: 5949.409668
	Iteration 9F: 3 clusters Score -2.178324e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -21793900.000000 Penalty: 5949.409668
	Iteration 10F: 3 clusters Score -2.17939e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -21803224.000000 Penalty: 5949.409668
	Iteration 11F: 3 clusters Score -2.180322e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -21809238.000000 Penalty: 5949.409668
	Iteration 12Q: 3 clusters Score -2.180924e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -21812354.000000 Penalty: 5949.409668
	Iteration 13Q: 3 clusters Score -2.181235e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -21813608.000000 Penalty: 5949.409668
	Iteration 14Q: 3 clusters Score -2.181361e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -21814232.000000 Penalty: 5949.409668
	Iteration 15Q: 3 clusters Score -2.181423e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 161095 members 
Entering Unmasked Estep 
Score: -21814508.000000 Penalty: 5949.409668
	Iteration 16Q: 3 clusters Score -2.181451e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -21814656.000000 Penalty: 5949.409668
	Iteration 17Q: 3 clusters Score -2.181466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -21814754.000000 Penalty: 5949.409668
	Iteration 18Q: 3 clusters Score -2.181475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161340 members 
Entering Unmasked Estep 
Score: -21814830.000000 Penalty: 5949.409668
	Iteration 19Q: 3 clusters Score -2.181483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 161357 members 
Entering Unmasked Estep 
Score: -21814838.000000 Penalty: 5949.409668
	Iteration 20F: 3 clusters Score -2.181484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 161380 members 
Entering Unmasked Estep 
Score: -21814884.000000 Penalty: 5949.409668
	Iteration 21Q: 3 clusters Score -2.181488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 161386 members 
Entering Unmasked Estep 
Score: -21814912.000000 Penalty: 5949.409668
	Iteration 22Q: 3 clusters Score -2.181491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 161386 members 
Entering Unmasked Estep 
Score: -21814914.000000 Penalty: 5949.409668
	Iteration 23Q: 3 clusters Score -2.181491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -21814928.000000 Penalty: 5949.409668
	Iteration 24Q: 3 clusters Score -2.181493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -21814932.000000 Penalty: 5949.409668
	Iteration 25Q: 3 clusters Score -2.181493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -21814936.000000 Penalty: 5949.409668
	Iteration 26Q: 3 clusters Score -2.181494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -21814932.000000 Penalty: 5949.409668
	Iteration 27Q: 3 clusters Score -2.181493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -21814940.000000 Penalty: 5949.409668
	Iteration 28Q: 3 clusters Score -2.181494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -21814940.000000 Penalty: 5949.409668
	Iteration 29Q: 3 clusters Score -2.181494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -21814944.000000 Penalty: 5949.409668
	Iteration 30Q: 3 clusters Score -2.181494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -21814944.000000 Penalty: 5949.409668
	Iteration 31F: 3 clusters Score -2.181494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Entering Unmasked Estep 
Score: -17078078.000000 Penalty: 2913.136475
	Iteration 0F: 2 clusters Score -1.707808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -16993570.000000 Penalty: 5826.272949
	Iteration 0F: 3 clusters Score -1.699357e+07 nChanged 60258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -17028468.000000 Penalty: 5826.272949
	Iteration 1F: 3 clusters Score -1.702847e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -17029916.000000 Penalty: 5826.272949
	Iteration 2Q: 3 clusters Score -1.702992e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -17031858.000000 Penalty: 5826.272949
	Iteration 3Q: 3 clusters Score -1.703186e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -17035218.000000 Penalty: 5826.272949
	Iteration 4F: 3 clusters Score -1.703522e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -17041170.000000 Penalty: 5826.272949
	Iteration 5F: 3 clusters Score -1.704117e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -17050224.000000 Penalty: 5826.272949
	Iteration 6F: 3 clusters Score -1.705022e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -17060466.000000 Penalty: 5826.272949
	Iteration 7F: 3 clusters Score -1.706047e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -17068330.000000 Penalty: 5826.272949
	Iteration 8F: 3 clusters Score -1.706833e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -17072330.000000 Penalty: 5826.272949
	Iteration 9Q: 3 clusters Score -1.707233e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -17074136.000000 Penalty: 5826.272949
	Iteration 10Q: 3 clusters Score -1.707414e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124145 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17074888.000000 Penalty: 5826.272949
	Iteration 11Q: 3 clusters Score -1.707489e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -17075262.000000 Penalty: 5826.272949
	Iteration 12Q: 3 clusters Score -1.707526e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17075414.000000 Penalty: 5826.272949
	Iteration 13Q: 3 clusters Score -1.707541e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -17075510.000000 Penalty: 5826.272949
	Iteration 14Q: 3 clusters Score -1.707551e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125042 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -17075584.000000 Penalty: 5826.272949
	Iteration 15Q: 3 clusters Score -1.707558e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17075654.000000 Penalty: 5826.272949
	Iteration 16Q: 3 clusters Score -1.707565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17075650.000000 Penalty: 5826.272949
	Iteration 17Q: 3 clusters Score -1.707565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17075680.000000 Penalty: 5826.272949
	Iteration 18Q: 3 clusters Score -1.707568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17075720.000000 Penalty: 5826.272949
	Iteration 19Q: 3 clusters Score -1.707572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17075720.000000 Penalty: 5826.272949
	Iteration 20F: 3 clusters Score -1.707572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17075724.000000 Penalty: 5826.272949
	Iteration 21Q: 3 clusters Score -1.707572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17075700.000000 Penalty: 5826.272949
	Iteration 22Q: 3 clusters Score -1.70757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17075722.000000 Penalty: 5826.272949
	Iteration 23Q: 3 clusters Score -1.707572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17075754.000000 Penalty: 5826.272949
	Iteration 24Q: 3 clusters Score -1.707575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125352 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17075738.000000 Penalty: 5826.272949
	Iteration 25Q: 3 clusters Score -1.707574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125356 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17075744.000000 Penalty: 5826.272949
	Iteration 26Q: 3 clusters Score -1.707574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125359 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17075754.000000 Penalty: 5826.272949
	Iteration 27Q: 3 clusters Score -1.707575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -17075750.000000 Penalty: 5826.272949
	Iteration 28Q: 3 clusters Score -1.707575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125364 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17075764.000000 Penalty: 5826.272949
	Iteration 29Q: 3 clusters Score -1.707576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17075762.000000 Penalty: 5826.272949
	Iteration 30Q: 3 clusters Score -1.707576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17075762.000000 Penalty: 5826.272949
	Iteration 31Q: 3 clusters Score -1.707576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -17075764.000000 Penalty: 5826.272949
	Iteration 32Q: 3 clusters Score -1.707576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17075756.000000 Penalty: 5826.272949
	Iteration 33Q: 3 clusters Score -1.707576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125369 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17075758.000000 Penalty: 5826.272949
	Iteration 34Q: 3 clusters Score -1.707576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17075762.000000 Penalty: 5826.272949
	Iteration 35Q: 3 clusters Score -1.707576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17075762.000000 Penalty: 5826.272949
	Iteration 36Q: 3 clusters Score -1.707576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17075762.000000 Penalty: 5826.272949
	Iteration 37F: 3 clusters Score -1.707576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -53575.039062 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -53575.04 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 239 members 
Entering Unmasked Estep 
Score: -52200.386719 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -52200.39 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52739.218750 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -52739.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53225.699219 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -53225.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53608.695312 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -53608.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53832.179688 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -53832.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54017.097656 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -54017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54180.082031 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -54180.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54180.082031 Penalty: 3069.378906
	Iteration 7F: 3 clusters Score -54180.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 234661 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 1496 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 8 contains 159034 members 
Mstep: Class 9 contains 189369 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 161907 members 
Mstep: Class 13 contains 126313 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 119369 members 
Mstep: Class 18 contains 40455 members 
Mstep: Class 19 contains 65332 members 
Mstep: Class 20 contains 201020 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
Score: -180324608.000000 Penalty: 73593.648438
Splitting cluster 14 changes total score from -180326016.000000 to -180324608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -833998.062500 Penalty: 2184.845947
	Iteration 0F: 2 clusters Score -833998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -828396.562500 Penalty: 4369.691895
	Iteration 0F: 3 clusters Score -828396.6 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -829897.375000 Penalty: 4369.691895
	Iteration 1F: 3 clusters Score -829897.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -830223.687500 Penalty: 4369.691895
	Iteration 2F: 3 clusters Score -830223.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -830437.687500 Penalty: 4369.691895
	Iteration 3F: 3 clusters Score -830437.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -830574.187500 Penalty: 4369.691895
	Iteration 4Q: 3 clusters Score -830574.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -830691.000000 Penalty: 4369.691895
	Iteration 5Q: 3 clusters Score -830691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -830794.437500 Penalty: 4369.691895
	Iteration 6Q: 3 clusters Score -830794.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -830905.937500 Penalty: 4369.691895
	Iteration 7Q: 3 clusters Score -830905.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -831030.375000 Penalty: 4369.691895
	Iteration 8Q: 3 clusters Score -831030.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -831141.062500 Penalty: 4369.691895
	Iteration 9Q: 3 clusters Score -831141.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -831267.000000 Penalty: 4369.691895
	Iteration 10Q: 3 clusters Score -831267 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -831424.750000 Penalty: 4369.691895
	Iteration 11Q: 3 clusters Score -831424.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -831565.687500 Penalty: 4369.691895
	Iteration 12Q: 3 clusters Score -831565.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -831697.187500 Penalty: 4369.691895
	Iteration 13Q: 3 clusters Score -831697.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -831847.000000 Penalty: 4369.691895
	Iteration 14Q: 3 clusters Score -831847 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -831996.125000 Penalty: 4369.691895
	Iteration 15Q: 3 clusters Score -831996.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -832127.812500 Penalty: 4369.691895
	Iteration 16Q: 3 clusters Score -832127.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -832212.562500 Penalty: 4369.691895
	Iteration 17Q: 3 clusters Score -832212.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -832261.312500 Penalty: 4369.691895
	Iteration 18Q: 3 clusters Score -832261.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -832297.625000 Penalty: 4369.691895
	Iteration 19Q: 3 clusters Score -832297.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -832329.312500 Penalty: 4369.691895
	Iteration 20F: 3 clusters Score -832329.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -832365.187500 Penalty: 4369.691895
	Iteration 21Q: 3 clusters Score -832365.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -832386.562500 Penalty: 4369.691895
	Iteration 22Q: 3 clusters Score -832386.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -832405.500000 Penalty: 4369.691895
	Iteration 23Q: 3 clusters Score -832405.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -832423.250000 Penalty: 4369.691895
	Iteration 24Q: 3 clusters Score -832423.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -832445.250000 Penalty: 4369.691895
	Iteration 25Q: 3 clusters Score -832445.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -832460.937500 Penalty: 4369.691895
	Iteration 26Q: 3 clusters Score -832460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -832469.750000 Penalty: 4369.691895
	Iteration 27Q: 3 clusters Score -832469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -832480.500000 Penalty: 4369.691895
	Iteration 28Q: 3 clusters Score -832480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -832487.750000 Penalty: 4369.691895
	Iteration 29Q: 3 clusters Score -832487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -832490.875000 Penalty: 4369.691895
	Iteration 30Q: 3 clusters Score -832490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -832492.875000 Penalty: 4369.691895
	Iteration 31Q: 3 clusters Score -832492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -832492.625000 Penalty: 4369.691895
	Iteration 32Q: 3 clusters Score -832492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -832492.687500 Penalty: 4369.691895
	Iteration 33Q: 3 clusters Score -832492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -832494.000000 Penalty: 4369.691895
	Iteration 34Q: 3 clusters Score -832494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -832495.500000 Penalty: 4369.691895
	Iteration 35Q: 3 clusters Score -832495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -832494.812500 Penalty: 4369.691895
	Iteration 36Q: 3 clusters Score -832494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -832494.812500 Penalty: 4369.691895
	Iteration 37F: 3 clusters Score -832494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Entering Unmasked Estep 
Score: -16121198.000000 Penalty: 2899.113770
	Iteration 0F: 2 clusters Score -1.61212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -16041428.000000 Penalty: 5798.227539
	Iteration 0F: 3 clusters Score -1.604143e+07 nChanged 56884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -16073986.000000 Penalty: 5798.227539
	Iteration 1F: 3 clusters Score -1.607399e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -16074881.000000 Penalty: 5798.227539
	Iteration 2Q: 3 clusters Score -1.607488e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -16075808.000000 Penalty: 5798.227539
	Iteration 3Q: 3 clusters Score -1.607581e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -16077238.000000 Penalty: 5798.227539
	Iteration 4Q: 3 clusters Score -1.607724e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -16079446.000000 Penalty: 5798.227539
	Iteration 5Q: 3 clusters Score -1.607945e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -16083437.000000 Penalty: 5798.227539
	Iteration 6F: 3 clusters Score -1.608344e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -16089709.000000 Penalty: 5798.227539
	Iteration 7F: 3 clusters Score -1.608971e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -16098709.000000 Penalty: 5798.227539
	Iteration 8F: 3 clusters Score -1.609871e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108089 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -16107913.000000 Penalty: 5798.227539
	Iteration 9F: 3 clusters Score -1.610791e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -16114188.000000 Penalty: 5798.227539
	Iteration 10F: 3 clusters Score -1.611419e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16117087.000000 Penalty: 5798.227539
	Iteration 11Q: 3 clusters Score -1.611709e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118669 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16118057.000000 Penalty: 5798.227539
	Iteration 12Q: 3 clusters Score -1.611806e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118976 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16118356.000000 Penalty: 5798.227539
	Iteration 13Q: 3 clusters Score -1.611836e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16118480.000000 Penalty: 5798.227539
	Iteration 14Q: 3 clusters Score -1.611848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16118550.000000 Penalty: 5798.227539
	Iteration 15Q: 3 clusters Score -1.611855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16118586.000000 Penalty: 5798.227539
	Iteration 16Q: 3 clusters Score -1.611859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119143 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16118585.000000 Penalty: 5798.227539
	Iteration 17Q: 3 clusters Score -1.611858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119146 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16118610.000000 Penalty: 5798.227539
	Iteration 18Q: 3 clusters Score -1.611861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16118624.000000 Penalty: 5798.227539
	Iteration 19Q: 3 clusters Score -1.611862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16118623.000000 Penalty: 5798.227539
	Iteration 20F: 3 clusters Score -1.611862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16118629.000000 Penalty: 5798.227539
	Iteration 21Q: 3 clusters Score -1.611863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16118634.000000 Penalty: 5798.227539
	Iteration 22Q: 3 clusters Score -1.611863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16118636.000000 Penalty: 5798.227539
	Iteration 23Q: 3 clusters Score -1.611864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16118636.000000 Penalty: 5798.227539
	Iteration 24F: 3 clusters Score -1.611864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Entering Unmasked Estep 
Score: -5492818.500000 Penalty: 2630.770508
	Iteration 0F: 2 clusters Score -5492818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5465551.000000 Penalty: 5261.541016
	Iteration 0F: 3 clusters Score -5465551 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5475552.500000 Penalty: 5261.541016
	Iteration 1F: 3 clusters Score -5475552 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5475962.000000 Penalty: 5261.541016
	Iteration 2Q: 3 clusters Score -5475962 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5476351.000000 Penalty: 5261.541016
	Iteration 3Q: 3 clusters Score -5476351 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5476737.000000 Penalty: 5261.541016
	Iteration 4Q: 3 clusters Score -5476737 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5477170.500000 Penalty: 5261.541016
	Iteration 5Q: 3 clusters Score -5477170 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5477675.000000 Penalty: 5261.541016
	Iteration 6Q: 3 clusters Score -5477675 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5478346.500000 Penalty: 5261.541016
	Iteration 7Q: 3 clusters Score -5478346 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5479242.500000 Penalty: 5261.541016
	Iteration 8Q: 3 clusters Score -5479242 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5480482.500000 Penalty: 5261.541016
	Iteration 9F: 3 clusters Score -5480482 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5482057.000000 Penalty: 5261.541016
	Iteration 10F: 3 clusters Score -5482057 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5484000.000000 Penalty: 5261.541016
	Iteration 11F: 3 clusters Score -5484000 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5485911.000000 Penalty: 5261.541016
	Iteration 12F: 3 clusters Score -5485911 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -5487166.000000 Penalty: 5261.541016
	Iteration 13Q: 3 clusters Score -5487166 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5487816.500000 Penalty: 5261.541016
	Iteration 14Q: 3 clusters Score -5487816 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5488162.500000 Penalty: 5261.541016
	Iteration 15Q: 3 clusters Score -5488162 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5488411.500000 Penalty: 5261.541016
	Iteration 16Q: 3 clusters Score -5488412 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5488582.000000 Penalty: 5261.541016
	Iteration 17Q: 3 clusters Score -5488582 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5488768.500000 Penalty: 5261.541016
	Iteration 18Q: 3 clusters Score -5488768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5488874.500000 Penalty: 5261.541016
	Iteration 19Q: 3 clusters Score -5488874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5488993.000000 Penalty: 5261.541016
	Iteration 20F: 3 clusters Score -5488993 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5489081.500000 Penalty: 5261.541016
	Iteration 21Q: 3 clusters Score -5489082 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5489194 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5489281.000000 Penalty: 5261.541016
	Iteration 23Q: 3 clusters Score -5489281 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -5489372.500000 Penalty: 5261.541016
	Iteration 24Q: 3 clusters Score -5489372 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5489439.000000 Penalty: 5261.541016
	Iteration 25Q: 3 clusters Score -5489439 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5489510 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -5489580.500000 Penalty: 5261.541016
	Iteration 27Q: 3 clusters Score -5489580 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5489663.000000 Penalty: 5261.541016
	Iteration 28Q: 3 clusters Score -5489663 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5489731.500000 Penalty: 5261.541016
	Iteration 29Q: 3 clusters Score -5489732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -5489781.000000 Penalty: 5261.541016
	Iteration 30Q: 3 clusters Score -5489781 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5489853.500000 Penalty: 5261.541016
	Iteration 31Q: 3 clusters Score -5489854 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -5489928.500000 Penalty: 5261.541016
	Iteration 32Q: 3 clusters Score -5489928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5489974.500000 Penalty: 5261.541016
	Iteration 33Q: 3 clusters Score -5489974 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -5490038.500000 Penalty: 5261.541016
	Iteration 34Q: 3 clusters Score -5490038 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5490117.500000 Penalty: 5261.541016
	Iteration 35Q: 3 clusters Score -5490118 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5490194.000000 Penalty: 5261.541016
	Iteration 36Q: 3 clusters Score -5490194 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -5490232.500000 Penalty: 5261.541016
	Iteration 37Q: 3 clusters Score -5490232 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5490290.000000 Penalty: 5261.541016
	Iteration 38Q: 3 clusters Score -5490290 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5490323.500000 Penalty: 5261.541016
	Iteration 39Q: 3 clusters Score -5490324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5490357.000000 Penalty: 5261.541016
	Iteration 40F: 3 clusters Score -5490357 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5490382.000000 Penalty: 5261.541016
	Iteration 41Q: 3 clusters Score -5490382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5490404.000000 Penalty: 5261.541016
	Iteration 42Q: 3 clusters Score -5490404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5490440.000000 Penalty: 5261.541016
	Iteration 43Q: 3 clusters Score -5490440 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5490461.500000 Penalty: 5261.541016
	Iteration 44Q: 3 clusters Score -5490462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -5490486.000000 Penalty: 5261.541016
	Iteration 45Q: 3 clusters Score -5490486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -5490497.000000 Penalty: 5261.541016
	Iteration 46Q: 3 clusters Score -5490497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -5490509.000000 Penalty: 5261.541016
	Iteration 47Q: 3 clusters Score -5490509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5490511.000000 Penalty: 5261.541016
	Iteration 48Q: 3 clusters Score -5490511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5490537.000000 Penalty: 5261.541016
	Iteration 49Q: 3 clusters Score -5490537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -5490556.000000 Penalty: 5261.541016
	Iteration 50Q: 3 clusters Score -5490556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5490585.000000 Penalty: 5261.541016
	Iteration 51Q: 3 clusters Score -5490585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5490582.500000 Penalty: 5261.541016
	Iteration 52Q: 3 clusters Score -5490582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5490604.000000 Penalty: 5261.541016
	Iteration 53Q: 3 clusters Score -5490604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5490617.000000 Penalty: 5261.541016
	Iteration 54Q: 3 clusters Score -5490617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5490625.000000 Penalty: 5261.541016
	Iteration 55Q: 3 clusters Score -5490625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5490627.500000 Penalty: 5261.541016
	Iteration 56Q: 3 clusters Score -5490628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5490620.500000 Penalty: 5261.541016
	Iteration 57Q: 3 clusters Score -5490620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5490635.000000 Penalty: 5261.541016
	Iteration 58Q: 3 clusters Score -5490635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5490647.000000 Penalty: 5261.541016
	Iteration 59Q: 3 clusters Score -5490647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -5490663.000000 Penalty: 5261.541016
	Iteration 60F: 3 clusters Score -5490663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -5490680.000000 Penalty: 5261.541016
	Iteration 61Q: 3 clusters Score -5490680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5490684.000000 Penalty: 5261.541016
	Iteration 62Q: 3 clusters Score -5490684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5490687.000000 Penalty: 5261.541016
	Iteration 63Q: 3 clusters Score -5490687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5490695.500000 Penalty: 5261.541016
	Iteration 64Q: 3 clusters Score -5490696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -5490706.000000 Penalty: 5261.541016
	Iteration 65Q: 3 clusters Score -5490706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5490713.500000 Penalty: 5261.541016
	Iteration 66Q: 3 clusters Score -5490714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5490717.000000 Penalty: 5261.541016
	Iteration 67Q: 3 clusters Score -5490717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5490720.000000 Penalty: 5261.541016
	Iteration 68Q: 3 clusters Score -5490720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5490721.500000 Penalty: 5261.541016
	Iteration 69Q: 3 clusters Score -5490722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5490731.500000 Penalty: 5261.541016
	Iteration 70Q: 3 clusters Score -5490732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5490733.000000 Penalty: 5261.541016
	Iteration 71Q: 3 clusters Score -5490733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5490735.000000 Penalty: 5261.541016
	Iteration 72Q: 3 clusters Score -5490735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5490744.000000 Penalty: 5261.541016
	Iteration 73Q: 3 clusters Score -5490744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5490739.500000 Penalty: 5261.541016
	Iteration 74Q: 3 clusters Score -5490740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5490736.000000 Penalty: 5261.541016
	Iteration 75Q: 3 clusters Score -5490736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5490734.500000 Penalty: 5261.541016
	Iteration 76Q: 3 clusters Score -5490734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5490737.000000 Penalty: 5261.541016
	Iteration 77Q: 3 clusters Score -5490737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5490746.500000 Penalty: 5261.541016
	Iteration 78Q: 3 clusters Score -5490746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -5490761.500000 Penalty: 5261.541016
	Iteration 79Q: 3 clusters Score -5490762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -5490764.000000 Penalty: 5261.541016
	Iteration 80F: 3 clusters Score -5490764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5490760.500000 Penalty: 5261.541016
	Iteration 81Q: 3 clusters Score -5490760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5490752.500000 Penalty: 5261.541016
	Iteration 82Q: 3 clusters Score -5490752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5490758.500000 Penalty: 5261.541016
	Iteration 83Q: 3 clusters Score -5490758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5490782.500000 Penalty: 5261.541016
	Iteration 84Q: 3 clusters Score -5490782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5490790.000000 Penalty: 5261.541016
	Iteration 85Q: 3 clusters Score -5490790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5490795.500000 Penalty: 5261.541016
	Iteration 86Q: 3 clusters Score -5490796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5490792.500000 Penalty: 5261.541016
	Iteration 87Q: 3 clusters Score -5490792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5490795.000000 Penalty: 5261.541016
	Iteration 88Q: 3 clusters Score -5490795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -5490797.500000 Penalty: 5261.541016
	Iteration 89Q: 3 clusters Score -5490798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5490801.000000 Penalty: 5261.541016
	Iteration 90Q: 3 clusters Score -5490801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5490801.500000 Penalty: 5261.541016
	Iteration 91Q: 3 clusters Score -5490802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5490808.000000 Penalty: 5261.541016
	Iteration 92Q: 3 clusters Score -5490808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5490810.500000 Penalty: 5261.541016
	Iteration 93Q: 3 clusters Score -5490810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5490806.500000 Penalty: 5261.541016
	Iteration 94Q: 3 clusters Score -5490806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -5490822.000000 Penalty: 5261.541016
	Iteration 95Q: 3 clusters Score -5490822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5490824.000000 Penalty: 5261.541016
	Iteration 96Q: 3 clusters Score -5490824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5490819.000000 Penalty: 5261.541016
	Iteration 97Q: 3 clusters Score -5490819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5490816.000000 Penalty: 5261.541016
	Iteration 98Q: 3 clusters Score -5490816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5490812.000000 Penalty: 5261.541016
	Iteration 99Q: 3 clusters Score -5490812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -5490817.000000 Penalty: 5261.541016
	Iteration 100F: 3 clusters Score -5490817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5490823.000000 Penalty: 5261.541016
	Iteration 101Q: 3 clusters Score -5490823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5490818.500000 Penalty: 5261.541016
	Iteration 102Q: 3 clusters Score -5490818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5490814.500000 Penalty: 5261.541016
	Iteration 103Q: 3 clusters Score -5490814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5490814.500000 Penalty: 5261.541016
	Iteration 104F: 3 clusters Score -5490814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Entering Unmasked Estep 
Score: -8503634.000000 Penalty: 2749.634766
	Iteration 0F: 2 clusters Score -8503634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -8459751.000000 Penalty: 5499.269531
	Iteration 0F: 3 clusters Score -8459751 nChanged 30507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -8476867.000000 Penalty: 5499.269531
	Iteration 1F: 3 clusters Score -8476867 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -8477467.000000 Penalty: 5499.269531
	Iteration 2Q: 3 clusters Score -8477467 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -8478067.000000 Penalty: 5499.269531
	Iteration 3Q: 3 clusters Score -8478067 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -8478732.000000 Penalty: 5499.269531
	Iteration 4Q: 3 clusters Score -8478732 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8479643.000000 Penalty: 5499.269531
	Iteration 5Q: 3 clusters Score -8479643 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8481042.000000 Penalty: 5499.269531
	Iteration 6Q: 3 clusters Score -8481042 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -8483304.000000 Penalty: 5499.269531
	Iteration 7F: 3 clusters Score -8483304 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -8487000.000000 Penalty: 5499.269531
	Iteration 8F: 3 clusters Score -8487000 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -8491745.000000 Penalty: 5499.269531
	Iteration 9F: 3 clusters Score -8491745 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -8496329.000000 Penalty: 5499.269531
	Iteration 10F: 3 clusters Score -8496329 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8499260.000000 Penalty: 5499.269531
	Iteration 11Q: 3 clusters Score -8499260 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8500627.000000 Penalty: 5499.269531
	Iteration 12Q: 3 clusters Score -8500627 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8501110.000000 Penalty: 5499.269531
	Iteration 13Q: 3 clusters Score -8501110 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8501277.000000 Penalty: 5499.269531
	Iteration 14Q: 3 clusters Score -8501277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8501367.000000 Penalty: 5499.269531
	Iteration 15Q: 3 clusters Score -8501367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8501431.000000 Penalty: 5499.269531
	Iteration 16Q: 3 clusters Score -8501431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8501467.000000 Penalty: 5499.269531
	Iteration 17Q: 3 clusters Score -8501467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8501492.000000 Penalty: 5499.269531
	Iteration 18Q: 3 clusters Score -8501492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8501517.000000 Penalty: 5499.269531
	Iteration 19Q: 3 clusters Score -8501517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8501526.000000 Penalty: 5499.269531
	Iteration 20F: 3 clusters Score -8501526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8501528.000000 Penalty: 5499.269531
	Iteration 21Q: 3 clusters Score -8501528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8501537.000000 Penalty: 5499.269531
	Iteration 22Q: 3 clusters Score -8501537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8501538.000000 Penalty: 5499.269531
	Iteration 23Q: 3 clusters Score -8501538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8501541.000000 Penalty: 5499.269531
	Iteration 24Q: 3 clusters Score -8501541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8501555.000000 Penalty: 5499.269531
	Iteration 25Q: 3 clusters Score -8501555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8501560.000000 Penalty: 5499.269531
	Iteration 26Q: 3 clusters Score -8501560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8501562.000000 Penalty: 5499.269531
	Iteration 27Q: 3 clusters Score -8501562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8501563.000000 Penalty: 5499.269531
	Iteration 28Q: 3 clusters Score -8501563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8501565.000000 Penalty: 5499.269531
	Iteration 29Q: 3 clusters Score -8501565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8501565.000000 Penalty: 5499.269531
	Iteration 30F: 3 clusters Score -8501565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201020 members 
Entering Unmasked Estep 
Score: -27138034.000000 Penalty: 3028.367676
	Iteration 0F: 2 clusters Score -2.713803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -27026990.000000 Penalty: 6056.735352
	Iteration 0F: 3 clusters Score -2.702699e+07 nChanged 96769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -27084154.000000 Penalty: 6056.735352
	Iteration 1F: 3 clusters Score -2.708415e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -27085738.000000 Penalty: 6056.735352
	Iteration 2Q: 3 clusters Score -2.708574e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -27087768.000000 Penalty: 6056.735352
	Iteration 3Q: 3 clusters Score -2.708777e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -27090898.000000 Penalty: 6056.735352
	Iteration 4Q: 3 clusters Score -2.70909e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 123092 members 
Entering Unmasked Estep 
Score: -27096276.000000 Penalty: 6056.735352
	Iteration 5Q: 3 clusters Score -2.709628e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 133993 members 
Entering Unmasked Estep 
Score: -27104240.000000 Penalty: 6056.735352
	Iteration 6F: 3 clusters Score -2.710424e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 147328 members 
Entering Unmasked Estep 
Score: -27114112.000000 Penalty: 6056.735352
	Iteration 7F: 3 clusters Score -2.711411e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -27122968.000000 Penalty: 6056.735352
	Iteration 8F: 3 clusters Score -2.712297e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -27129046.000000 Penalty: 6056.735352
	Iteration 9F: 3 clusters Score -2.712905e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -27132150.000000 Penalty: 6056.735352
	Iteration 10Q: 3 clusters Score -2.713215e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 183308 members 
Entering Unmasked Estep 
Score: -27133476.000000 Penalty: 6056.735352
	Iteration 11Q: 3 clusters Score -2.713348e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -27133946.000000 Penalty: 6056.735352
	Iteration 12Q: 3 clusters Score -2.713395e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 188701 members 
Entering Unmasked Estep 
Score: -27134464.000000 Penalty: 6056.735352
	Iteration 13Q: 3 clusters Score -2.713446e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 190376 members 
Entering Unmasked Estep 
Score: -27134760.000000 Penalty: 6056.735352
	Iteration 14Q: 3 clusters Score -2.713476e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 191666 members 
Entering Unmasked Estep 
Score: -27134954.000000 Penalty: 6056.735352
	Iteration 15Q: 3 clusters Score -2.713495e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 192728 members 
Entering Unmasked Estep 
Score: -27135182.000000 Penalty: 6056.735352
	Iteration 16Q: 3 clusters Score -2.713518e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 193604 members 
Entering Unmasked Estep 
Score: -27135260.000000 Penalty: 6056.735352
	Iteration 17Q: 3 clusters Score -2.713526e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -27135258.000000 Penalty: 6056.735352
	Iteration 18Q: 3 clusters Score -2.713526e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 194905 members 
Entering Unmasked Estep 
Score: -27135458.000000 Penalty: 6056.735352
	Iteration 19Q: 3 clusters Score -2.713546e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 195368 members 
Entering Unmasked Estep 
Score: -27135654.000000 Penalty: 6056.735352
	Iteration 20F: 3 clusters Score -2.713565e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -27135696.000000 Penalty: 6056.735352
	Iteration 21Q: 3 clusters Score -2.71357e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -27135764.000000 Penalty: 6056.735352
	Iteration 22Q: 3 clusters Score -2.713576e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 196410 members 
Entering Unmasked Estep 
Score: -27135812.000000 Penalty: 6056.735352
	Iteration 23Q: 3 clusters Score -2.713581e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 196680 members 
Entering Unmasked Estep 
Score: -27135874.000000 Penalty: 6056.735352
	Iteration 24Q: 3 clusters Score -2.713587e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -27135876.000000 Penalty: 6056.735352
	Iteration 25Q: 3 clusters Score -2.713588e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 197083 members 
Entering Unmasked Estep 
Score: -27135872.000000 Penalty: 6056.735352
	Iteration 26Q: 3 clusters Score -2.713587e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 197235 members 
Entering Unmasked Estep 
Score: -27135874.000000 Penalty: 6056.735352
	Iteration 27Q: 3 clusters Score -2.713587e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 197351 members 
Entering Unmasked Estep 
Score: -27135936.000000 Penalty: 6056.735352
	Iteration 28Q: 3 clusters Score -2.713594e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 197477 members 
Entering Unmasked Estep 
Score: -27135956.000000 Penalty: 6056.735352
	Iteration 29Q: 3 clusters Score -2.713596e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 197596 members 
Entering Unmasked Estep 
Score: -27136028.000000 Penalty: 6056.735352
	Iteration 30Q: 3 clusters Score -2.713603e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 197693 members 
Entering Unmasked Estep 
Score: -27136018.000000 Penalty: 6056.735352
	Iteration 31Q: 3 clusters Score -2.713602e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 197791 members 
Entering Unmasked Estep 
Score: -27136064.000000 Penalty: 6056.735352
	Iteration 32Q: 3 clusters Score -2.713606e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 197899 members 
Entering Unmasked Estep 
Score: -27136082.000000 Penalty: 6056.735352
	Iteration 33Q: 3 clusters Score -2.713608e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 197968 members 
Entering Unmasked Estep 
Score: -27136070.000000 Penalty: 6056.735352
	Iteration 34Q: 3 clusters Score -2.713607e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 198034 members 
Entering Unmasked Estep 
Score: -27136110.000000 Penalty: 6056.735352
	Iteration 35Q: 3 clusters Score -2.713611e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 198091 members 
Entering Unmasked Estep 
Score: -27136112.000000 Penalty: 6056.735352
	Iteration 36Q: 3 clusters Score -2.713611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 198155 members 
Entering Unmasked Estep 
Score: -27136136.000000 Penalty: 6056.735352
	Iteration 37Q: 3 clusters Score -2.713614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -27136154.000000 Penalty: 6056.735352
	Iteration 38Q: 3 clusters Score -2.713615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 198244 members 
Entering Unmasked Estep 
Score: -27136194.000000 Penalty: 6056.735352
	Iteration 39Q: 3 clusters Score -2.713619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 198288 members 
Entering Unmasked Estep 
Score: -27136198.000000 Penalty: 6056.735352
	Iteration 40F: 3 clusters Score -2.71362e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 198315 members 
Entering Unmasked Estep 
Score: -27136216.000000 Penalty: 6056.735352
	Iteration 41Q: 3 clusters Score -2.713622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 198340 members 
Entering Unmasked Estep 
Score: -27136194.000000 Penalty: 6056.735352
	Iteration 42Q: 3 clusters Score -2.713619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 198366 members 
Entering Unmasked Estep 
Score: -27136182.000000 Penalty: 6056.735352
	Iteration 43Q: 3 clusters Score -2.713618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -27136216.000000 Penalty: 6056.735352
	Iteration 44Q: 3 clusters Score -2.713622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -27136176.000000 Penalty: 6056.735352
	Iteration 45Q: 3 clusters Score -2.713618e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -27136218.000000 Penalty: 6056.735352
	Iteration 46Q: 3 clusters Score -2.713622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -27136218.000000 Penalty: 6056.735352
	Iteration 47Q: 3 clusters Score -2.713622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 198504 members 
Entering Unmasked Estep 
Score: -27136234.000000 Penalty: 6056.735352
	Iteration 48Q: 3 clusters Score -2.713623e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 198530 members 
Entering Unmasked Estep 
Score: -27136244.000000 Penalty: 6056.735352
	Iteration 49Q: 3 clusters Score -2.713624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 198551 members 
Entering Unmasked Estep 
Score: -27136196.000000 Penalty: 6056.735352
	Iteration 50Q: 3 clusters Score -2.71362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 198564 members 
Entering Unmasked Estep 
Score: -27136196.000000 Penalty: 6056.735352
	Iteration 51Q: 3 clusters Score -2.71362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 198580 members 
Entering Unmasked Estep 
Score: -27136206.000000 Penalty: 6056.735352
	Iteration 52Q: 3 clusters Score -2.713621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 198593 members 
Entering Unmasked Estep 
Score: -27136210.000000 Penalty: 6056.735352
	Iteration 53Q: 3 clusters Score -2.713621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 198605 members 
Entering Unmasked Estep 
Score: -27136210.000000 Penalty: 6056.735352
	Iteration 54Q: 3 clusters Score -2.713621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 198610 members 
Entering Unmasked Estep 
Score: -27136226.000000 Penalty: 6056.735352
	Iteration 55Q: 3 clusters Score -2.713623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -27136222.000000 Penalty: 6056.735352
	Iteration 56Q: 3 clusters Score -2.713622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 198626 members 
Entering Unmasked Estep 
Score: -27136238.000000 Penalty: 6056.735352
	Iteration 57Q: 3 clusters Score -2.713624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 198631 members 
Entering Unmasked Estep 
Score: -27136246.000000 Penalty: 6056.735352
	Iteration 58Q: 3 clusters Score -2.713625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 198635 members 
Entering Unmasked Estep 
Score: -27136264.000000 Penalty: 6056.735352
	Iteration 59Q: 3 clusters Score -2.713626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 198641 members 
Entering Unmasked Estep 
Score: -27136258.000000 Penalty: 6056.735352
	Iteration 60F: 3 clusters Score -2.713626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 198642 members 
Entering Unmasked Estep 
Score: -27136258.000000 Penalty: 6056.735352
	Iteration 61Q: 3 clusters Score -2.713626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -27136252.000000 Penalty: 6056.735352
	Iteration 62Q: 3 clusters Score -2.713625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 198644 members 
Entering Unmasked Estep 
Score: -27136274.000000 Penalty: 6056.735352
	Iteration 63Q: 3 clusters Score -2.713627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 198646 members 
Entering Unmasked Estep 
Score: -27136272.000000 Penalty: 6056.735352
	Iteration 64Q: 3 clusters Score -2.713627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 198651 members 
Entering Unmasked Estep 
Score: -27136278.000000 Penalty: 6056.735352
	Iteration 65Q: 3 clusters Score -2.713628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 198652 members 
Entering Unmasked Estep 
Score: -27136278.000000 Penalty: 6056.735352
	Iteration 66Q: 3 clusters Score -2.713628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 198654 members 
Entering Unmasked Estep 
Score: -27136274.000000 Penalty: 6056.735352
	Iteration 67Q: 3 clusters Score -2.713627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 198657 members 
Entering Unmasked Estep 
Score: -27136280.000000 Penalty: 6056.735352
	Iteration 68Q: 3 clusters Score -2.713628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 198666 members 
Entering Unmasked Estep 
Score: -27136278.000000 Penalty: 6056.735352
	Iteration 69Q: 3 clusters Score -2.713628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -27136292.000000 Penalty: 6056.735352
	Iteration 70Q: 3 clusters Score -2.713629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 198671 members 
Entering Unmasked Estep 
Score: -27136282.000000 Penalty: 6056.735352
	Iteration 71Q: 3 clusters Score -2.713628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 198671 members 
Entering Unmasked Estep 
Score: -27136304.000000 Penalty: 6056.735352
	Iteration 72Q: 3 clusters Score -2.71363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -27136284.000000 Penalty: 6056.735352
	Iteration 73Q: 3 clusters Score -2.713628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 198677 members 
Entering Unmasked Estep 
Score: -27136288.000000 Penalty: 6056.735352
	Iteration 74Q: 3 clusters Score -2.713629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 198678 members 
Entering Unmasked Estep 
Score: -27136312.000000 Penalty: 6056.735352
	Iteration 75Q: 3 clusters Score -2.713631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 198682 members 
Entering Unmasked Estep 
Score: -27136308.000000 Penalty: 6056.735352
	Iteration 76Q: 3 clusters Score -2.713631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 198683 members 
Entering Unmasked Estep 
Score: -27136306.000000 Penalty: 6056.735352
	Iteration 77Q: 3 clusters Score -2.713631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 198683 members 
Entering Unmasked Estep 
Score: -27136306.000000 Penalty: 6056.735352
	Iteration 78F: 3 clusters Score -2.713631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -1795136.375000 Penalty: 2363.519287
	Iteration 0F: 2 clusters Score -1795136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1785070.500000 Penalty: 4727.038574
	Iteration 0F: 3 clusters Score -1785070 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1788213.875000 Penalty: 4727.038574
	Iteration 1F: 3 clusters Score -1788214 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1788537.000000 Penalty: 4727.038574
	Iteration 2F: 3 clusters Score -1788537 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1788749.875000 Penalty: 4727.038574
	Iteration 3Q: 3 clusters Score -1788750 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1788872.500000 Penalty: 4727.038574
	Iteration 4Q: 3 clusters Score -1788872 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1788981.250000 Penalty: 4727.038574
	Iteration 5Q: 3 clusters Score -1788981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1789063.125000 Penalty: 4727.038574
	Iteration 6Q: 3 clusters Score -1789063 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1789138.625000 Penalty: 4727.038574
	Iteration 7Q: 3 clusters Score -1789139 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1789208.000000 Penalty: 4727.038574
	Iteration 8Q: 3 clusters Score -1789208 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1789267.125000 Penalty: 4727.038574
	Iteration 9Q: 3 clusters Score -1789267 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1789328.750000 Penalty: 4727.038574
	Iteration 10Q: 3 clusters Score -1789329 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1789385.000000 Penalty: 4727.038574
	Iteration 11Q: 3 clusters Score -1789385 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1789424.375000 Penalty: 4727.038574
	Iteration 12Q: 3 clusters Score -1789424 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1789488.000000 Penalty: 4727.038574
	Iteration 13Q: 3 clusters Score -1789488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1789527.875000 Penalty: 4727.038574
	Iteration 14Q: 3 clusters Score -1789528 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1789565.500000 Penalty: 4727.038574
	Iteration 15Q: 3 clusters Score -1789566 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1789615.250000 Penalty: 4727.038574
	Iteration 16Q: 3 clusters Score -1789615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1789656.375000 Penalty: 4727.038574
	Iteration 17Q: 3 clusters Score -1789656 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1789705.375000 Penalty: 4727.038574
	Iteration 18Q: 3 clusters Score -1789705 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1789762.625000 Penalty: 4727.038574
	Iteration 19Q: 3 clusters Score -1789763 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1789836.750000 Penalty: 4727.038574
	Iteration 20F: 3 clusters Score -1789837 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1789925.375000 Penalty: 4727.038574
	Iteration 21Q: 3 clusters Score -1789925 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1790034.125000 Penalty: 4727.038574
	Iteration 22Q: 3 clusters Score -1790034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1790174.000000 Penalty: 4727.038574
	Iteration 23Q: 3 clusters Score -1790174 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1790341.125000 Penalty: 4727.038574
	Iteration 24Q: 3 clusters Score -1790341 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1790559.125000 Penalty: 4727.038574
	Iteration 25Q: 3 clusters Score -1790559 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1790786.250000 Penalty: 4727.038574
	Iteration 26Q: 3 clusters Score -1790786 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1790974.625000 Penalty: 4727.038574
	Iteration 27Q: 3 clusters Score -1790975 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1791178.500000 Penalty: 4727.038574
	Iteration 28Q: 3 clusters Score -1791178 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1791372.500000 Penalty: 4727.038574
	Iteration 29Q: 3 clusters Score -1791372 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1791572.375000 Penalty: 4727.038574
	Iteration 30Q: 3 clusters Score -1791572 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1791748.125000 Penalty: 4727.038574
	Iteration 31Q: 3 clusters Score -1791748 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1791883.625000 Penalty: 4727.038574
	Iteration 32Q: 3 clusters Score -1791884 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1792011.375000 Penalty: 4727.038574
	Iteration 33Q: 3 clusters Score -1792011 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1792123.625000 Penalty: 4727.038574
	Iteration 34Q: 3 clusters Score -1792124 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1792256.875000 Penalty: 4727.038574
	Iteration 35Q: 3 clusters Score -1792257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1792369.750000 Penalty: 4727.038574
	Iteration 36Q: 3 clusters Score -1792370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1792485.375000 Penalty: 4727.038574
	Iteration 37Q: 3 clusters Score -1792485 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1792605.000000 Penalty: 4727.038574
	Iteration 38Q: 3 clusters Score -1792605 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1792693.625000 Penalty: 4727.038574
	Iteration 39Q: 3 clusters Score -1792694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1792764.000000 Penalty: 4727.038574
	Iteration 40F: 3 clusters Score -1792764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1792812.500000 Penalty: 4727.038574
	Iteration 41Q: 3 clusters Score -1792812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1792847.750000 Penalty: 4727.038574
	Iteration 42Q: 3 clusters Score -1792848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1792863.250000 Penalty: 4727.038574
	Iteration 43Q: 3 clusters Score -1792863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1792882.000000 Penalty: 4727.038574
	Iteration 44Q: 3 clusters Score -1792882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1792900.625000 Penalty: 4727.038574
	Iteration 45Q: 3 clusters Score -1792901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1792920.250000 Penalty: 4727.038574
	Iteration 46Q: 3 clusters Score -1792920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1792940.750000 Penalty: 4727.038574
	Iteration 47Q: 3 clusters Score -1792941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1792953.000000 Penalty: 4727.038574
	Iteration 48Q: 3 clusters Score -1792953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1792965.750000 Penalty: 4727.038574
	Iteration 49Q: 3 clusters Score -1792966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1792979.375000 Penalty: 4727.038574
	Iteration 50Q: 3 clusters Score -1792979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1792984.750000 Penalty: 4727.038574
	Iteration 51Q: 3 clusters Score -1792985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1792986.750000 Penalty: 4727.038574
	Iteration 52Q: 3 clusters Score -1792987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1792989.625000 Penalty: 4727.038574
	Iteration 53Q: 3 clusters Score -1792990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1792995.500000 Penalty: 4727.038574
	Iteration 54Q: 3 clusters Score -1792996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1793000.375000 Penalty: 4727.038574
	Iteration 55Q: 3 clusters Score -1793000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1793003.375000 Penalty: 4727.038574
	Iteration 56Q: 3 clusters Score -1793003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1793003.875000 Penalty: 4727.038574
	Iteration 57Q: 3 clusters Score -1793004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1793011.000000 Penalty: 4727.038574
	Iteration 58Q: 3 clusters Score -1793011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1793014.875000 Penalty: 4727.038574
	Iteration 59Q: 3 clusters Score -1793015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1793017.625000 Penalty: 4727.038574
	Iteration 60F: 3 clusters Score -1793018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1793018.375000 Penalty: 4727.038574
	Iteration 61Q: 3 clusters Score -1793018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1793021.000000 Penalty: 4727.038574
	Iteration 62Q: 3 clusters Score -1793021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1793026.875000 Penalty: 4727.038574
	Iteration 63Q: 3 clusters Score -1793027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1793026.375000 Penalty: 4727.038574
	Iteration 64Q: 3 clusters Score -1793026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1793026.500000 Penalty: 4727.038574
	Iteration 65Q: 3 clusters Score -1793026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1793026.250000 Penalty: 4727.038574
	Iteration 66Q: 3 clusters Score -1793026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1793026.875000 Penalty: 4727.038574
	Iteration 67Q: 3 clusters Score -1793027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1793030.250000 Penalty: 4727.038574
	Iteration 68Q: 3 clusters Score -1793030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1793033.500000 Penalty: 4727.038574
	Iteration 69Q: 3 clusters Score -1793034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1793033.125000 Penalty: 4727.038574
	Iteration 70Q: 3 clusters Score -1793033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1793036.000000 Penalty: 4727.038574
	Iteration 71Q: 3 clusters Score -1793036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1793036.125000 Penalty: 4727.038574
	Iteration 72Q: 3 clusters Score -1793036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1793037.750000 Penalty: 4727.038574
	Iteration 73Q: 3 clusters Score -1793038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1793041.250000 Penalty: 4727.038574
	Iteration 74Q: 3 clusters Score -1793041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1793041.125000 Penalty: 4727.038574
	Iteration 75Q: 3 clusters Score -1793041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1793042.875000 Penalty: 4727.038574
	Iteration 76Q: 3 clusters Score -1793043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1793046.125000 Penalty: 4727.038574
	Iteration 77Q: 3 clusters Score -1793046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1793046.125000 Penalty: 4727.038574
	Iteration 78F: 3 clusters Score -1793046 nChanged 0
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -531903232.000000 Penalty: 75538.312500
22->21 Clusters: Score -531903232.000000, best is -532525216.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 61977 members 
Mstep: Class 3 contains 62108 members 
Mstep: Class 4 contains 62326 members 
Mstep: Class 5 contains 62039 members 
Mstep: Class 6 contains 62306 members 
Mstep: Class 7 contains 62531 members 
Mstep: Class 8 contains 62274 members 
Mstep: Class 9 contains 62237 members 
Mstep: Class 10 contains 62604 members 
Mstep: Class 11 contains 62466 members 
Mstep: Class 12 contains 62148 members 
Mstep: Class 13 contains 62551 members 
Mstep: Class 14 contains 62281 members 
Mstep: Class 15 contains 62123 members 
Mstep: Class 16 contains 62590 members 
Mstep: Class 17 contains 61976 members 
Mstep: Class 18 contains 62226 members 
Mstep: Class 19 contains 62533 members 
Mstep: Class 20 contains 62374 members 
Mstep: Class 21 contains 62470 members 
Mstep: Class 22 contains 62053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 317.580322 but Gain 3504.460938
Score: -174962720.000000 Penalty: 73593.648438
Iteration 0F: 22 clusters Score -1.749627e+08 nChanged 1304223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2356 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 17330 members 
Mstep: Class 4 contains 353145 members 
Mstep: Class 5 contains 11343 members 
Mstep: Class 6 contains 9420 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 103687 members 
Mstep: Class 9 contains 119105 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 39056 members 
Mstep: Class 12 contains 7759 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 118928 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 9332 members 
Mstep: Class 18 contains 12317 members 
Mstep: Class 19 contains 172878 members 
Mstep: Class 20 contains 135892 members 
Mstep: Class 21 contains 9629 members 
Mstep: Class 22 contains 92259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178339744.000000 Penalty: 73593.648438
Iteration 1F: 22 clusters Score -1.783397e+08 nChanged 478463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1739 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 4 contains 316466 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 102022 members 
Mstep: Class 9 contains 164628 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 45368 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 5519 members 
Mstep: Class 14 contains 7005 members 
Mstep: Class 15 contains 130213 members 
Mstep: Class 16 contains 37631 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 9495 members 
Mstep: Class 19 contains 246222 members 
Mstep: Class 20 contains 135553 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 76774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2691.192627 but Gain 3504.460938
Score: -179000400.000000 Penalty: 70089.187500
Iteration 2F: 21 clusters Score -1.790004e+08 nChanged 319916
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 4 contains 271205 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 97737 members 
Mstep: Class 9 contains 194375 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 44655 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 153862 members 
Mstep: Class 16 contains 29063 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 19 contains 293040 members 
Mstep: Class 20 contains 147332 members 
Mstep: Class 22 contains 67057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2079.233398 but Gain 3504.453125
Score: -179326960.000000 Penalty: 66584.734375
Iteration 3F: 20 clusters Score -1.79327e+08 nChanged 282080
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 4 contains 251471 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 8 contains 97594 members 
Mstep: Class 9 contains 210661 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 182089 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 266215 members 
Mstep: Class 20 contains 181123 members 
Mstep: Class 22 contains 63956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1854.956177 but Gain 3504.464844
Score: -179542064.000000 Penalty: 63080.269531
Iteration 4F: 19 clusters Score -1.795421e+08 nChanged 204632
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 4 contains 235812 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 8 contains 94768 members 
Mstep: Class 9 contains 193262 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 42298 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 15 contains 208643 members 
Mstep: Class 16 contains 13895 members 
Mstep: Class 17 contains 2352 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 243351 members 
Mstep: Class 20 contains 224081 members 
Mstep: Class 22 contains 63774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2380.237305 but Gain 3504.457031
Score: -179699936.000000 Penalty: 59575.812500
Iteration 5F: 18 clusters Score -1.796999e+08 nChanged 177776
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 6570 members 
Mstep: Class 4 contains 215058 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 8 contains 89269 members 
Mstep: Class 9 contains 171031 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 43619 members 
Mstep: Class 12 contains 2871 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 15 contains 227757 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2985 members 
Mstep: Class 19 contains 228454 members 
Mstep: Class 20 contains 268834 members 
Mstep: Class 22 contains 64568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3398.755859 but Gain 3504.460938
Score: -179826528.000000 Penalty: 56071.351562
Iteration 6F: 17 clusters Score -1.798265e+08 nChanged 159742
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 4 contains 196048 members 
Mstep: Class 8 contains 82958 members 
Mstep: Class 9 contains 155131 members 
Mstep: Class 10 contains 11874 members 
Mstep: Class 11 contains 46305 members 
Mstep: Class 12 contains 2904 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 15 contains 234760 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 3009 members 
Mstep: Class 19 contains 209584 members 
Mstep: Class 20 contains 316042 members 
Mstep: Class 22 contains 65239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179884720.000000 Penalty: 56071.351562
Iteration 7F: 17 clusters Score -1.798847e+08 nChanged 142424
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 8 contains 80842 members 
Mstep: Class 9 contains 149621 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 49396 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 15 contains 234492 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 3335 members 
Mstep: Class 19 contains 196719 members 
Mstep: Class 20 contains 335791 members 
Mstep: Class 22 contains 67935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179894160.000000 Penalty: 56071.351562
Iteration 8F: 17 clusters Score -1.798942e+08 nChanged 113101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 7803 members 
Mstep: Class 4 contains 183301 members 
Mstep: Class 8 contains 84346 members 
Mstep: Class 9 contains 148134 members 
Mstep: Class 10 contains 18244 members 
Mstep: Class 11 contains 53537 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 15 contains 231663 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 193503 members 
Mstep: Class 20 contains 325375 members 
Mstep: Class 22 contains 72634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179945264.000000 Penalty: 56071.351562
Iteration 9F: 17 clusters Score -1.799453e+08 nChanged 90839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 7980 members 
Mstep: Class 4 contains 181869 members 
Mstep: Class 8 contains 89123 members 
Mstep: Class 9 contains 147752 members 
Mstep: Class 10 contains 21420 members 
Mstep: Class 11 contains 58242 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 15 contains 224955 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 4704 members 
Mstep: Class 19 contains 191717 members 
Mstep: Class 20 contains 315453 members 
Mstep: Class 22 contains 76799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179991248.000000 Penalty: 56071.351562
Iteration 10F: 17 clusters Score -1.799912e+08 nChanged 76874
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 8017 members 
Mstep: Class 4 contains 180196 members 
Mstep: Class 8 contains 95658 members 
Mstep: Class 9 contains 148154 members 
Mstep: Class 10 contains 24149 members 
Mstep: Class 11 contains 63073 members 
Mstep: Class 12 contains 2921 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 15 contains 216046 members 
Mstep: Class 16 contains 2891 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 190018 members 
Mstep: Class 20 contains 306774 members 
Mstep: Class 22 contains 80332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3470.701172 but Gain 3504.457031
Score: -180024736.000000 Penalty: 52566.894531
Iteration 11F: 16 clusters Score -1.800247e+08 nChanged 69892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 8014 members 
Mstep: Class 4 contains 178705 members 
Mstep: Class 8 contains 104242 members 
Mstep: Class 9 contains 148446 members 
Mstep: Class 10 contains 26911 members 
Mstep: Class 11 contains 68330 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 15 contains 206640 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 6639 members 
Mstep: Class 19 contains 188735 members 
Mstep: Class 20 contains 298781 members 
Mstep: Class 22 contains 83359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180057440.000000 Penalty: 52566.894531
Iteration 12F: 16 clusters Score -1.800574e+08 nChanged 61542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 4 contains 176187 members 
Mstep: Class 8 contains 114621 members 
Mstep: Class 9 contains 147773 members 
Mstep: Class 10 contains 29018 members 
Mstep: Class 11 contains 73592 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 15 contains 196922 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 186807 members 
Mstep: Class 20 contains 290704 members 
Mstep: Class 22 contains 85633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180087648.000000 Penalty: 52566.894531
Iteration 13Q: 16 clusters Score -1.800876e+08 nChanged 56931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 4 contains 173437 members 
Mstep: Class 8 contains 126494 members 
Mstep: Class 9 contains 146680 members 
Mstep: Class 10 contains 30796 members 
Mstep: Class 11 contains 78507 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 15 contains 187782 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 184645 members 
Mstep: Class 20 contains 283066 members 
Mstep: Class 22 contains 87225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180113360.000000 Penalty: 52566.894531
Iteration 14Q: 16 clusters Score -1.801134e+08 nChanged 53177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 4 contains 170397 members 
Mstep: Class 8 contains 140128 members 
Mstep: Class 9 contains 145036 members 
Mstep: Class 10 contains 32359 members 
Mstep: Class 11 contains 83051 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 15 contains 179054 members 
Mstep: Class 17 contains 4936 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 181945 members 
Mstep: Class 20 contains 275964 members 
Mstep: Class 22 contains 88116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180138304.000000 Penalty: 52566.894531
Iteration 15Q: 16 clusters Score -1.801383e+08 nChanged 51181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 4 contains 166851 members 
Mstep: Class 8 contains 155056 members 
Mstep: Class 9 contains 142570 members 
Mstep: Class 10 contains 33685 members 
Mstep: Class 11 contains 87251 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 15 contains 170656 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 178611 members 
Mstep: Class 20 contains 270692 members 
Mstep: Class 22 contains 88239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180157728.000000 Penalty: 52566.894531
Iteration 16Q: 16 clusters Score -1.801577e+08 nChanged 50953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 7594 members 
Mstep: Class 4 contains 162956 members 
Mstep: Class 8 contains 170849 members 
Mstep: Class 9 contains 139430 members 
Mstep: Class 10 contains 34751 members 
Mstep: Class 11 contains 91226 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 15 contains 162347 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 174433 members 
Mstep: Class 20 contains 267367 members 
Mstep: Class 22 contains 87866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180172272.000000 Penalty: 52566.894531
Iteration 17Q: 16 clusters Score -1.801723e+08 nChanged 50518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 4 contains 158772 members 
Mstep: Class 8 contains 187137 members 
Mstep: Class 9 contains 135841 members 
Mstep: Class 10 contains 35583 members 
Mstep: Class 11 contains 94792 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 15 contains 155272 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 169966 members 
Mstep: Class 20 contains 264268 members 
Mstep: Class 22 contains 87301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180185168.000000 Penalty: 52566.894531
Iteration 18Q: 16 clusters Score -1.801852e+08 nChanged 49974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 4 contains 154004 members 
Mstep: Class 8 contains 202659 members 
Mstep: Class 9 contains 132291 members 
Mstep: Class 10 contains 36294 members 
Mstep: Class 11 contains 98101 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 15 contains 149530 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 15185 members 
Mstep: Class 19 contains 165841 members 
Mstep: Class 20 contains 261409 members 
Mstep: Class 22 contains 86542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180194560.000000 Penalty: 52566.894531
Iteration 19Q: 16 clusters Score -1.801946e+08 nChanged 48609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 4 contains 148874 members 
Mstep: Class 8 contains 215570 members 
Mstep: Class 9 contains 129032 members 
Mstep: Class 10 contains 36887 members 
Mstep: Class 11 contains 101341 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2223 members 
Mstep: Class 15 contains 145343 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 16227 members 
Mstep: Class 19 contains 162545 members 
Mstep: Class 20 contains 259036 members 
Mstep: Class 22 contains 85850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180202096.000000 Penalty: 52566.894531
Iteration 20F: 16 clusters Score -1.802021e+08 nChanged 47029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 4 contains 143881 members 
Mstep: Class 8 contains 226698 members 
Mstep: Class 9 contains 126258 members 
Mstep: Class 10 contains 37456 members 
Mstep: Class 11 contains 104531 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 15 contains 141884 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 17155 members 
Mstep: Class 19 contains 159598 members 
Mstep: Class 20 contains 256921 members 
Mstep: Class 22 contains 85234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180207984.000000 Penalty: 52566.894531
Iteration 21Q: 16 clusters Score -1.80208e+08 nChanged 45371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 6987 members 
Mstep: Class 4 contains 139341 members 
Mstep: Class 8 contains 233794 members 
Mstep: Class 9 contains 124212 members 
Mstep: Class 10 contains 37986 members 
Mstep: Class 11 contains 107847 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 15 contains 139369 members 
Mstep: Class 17 contains 7107 members 
Mstep: Class 18 contains 18128 members 
Mstep: Class 19 contains 157355 members 
Mstep: Class 20 contains 255672 members 
Mstep: Class 22 contains 84878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180210304.000000 Penalty: 52566.894531
Iteration 22Q: 16 clusters Score -1.802103e+08 nChanged 43248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 4 contains 135662 members 
Mstep: Class 8 contains 236681 members 
Mstep: Class 9 contains 123063 members 
Mstep: Class 10 contains 38554 members 
Mstep: Class 11 contains 111222 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 15 contains 137723 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 19062 members 
Mstep: Class 19 contains 156130 members 
Mstep: Class 20 contains 254972 members 
Mstep: Class 22 contains 84484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180211968.000000 Penalty: 52566.894531
Iteration 23Q: 16 clusters Score -1.80212e+08 nChanged 40439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 4 contains 132894 members 
Mstep: Class 8 contains 235928 members 
Mstep: Class 9 contains 122721 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 11 contains 114757 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 15 contains 136840 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 18 contains 19936 members 
Mstep: Class 19 contains 155791 members 
Mstep: Class 20 contains 254685 members 
Mstep: Class 22 contains 83905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180216192.000000 Penalty: 52566.894531
Iteration 24Q: 16 clusters Score -1.802162e+08 nChanged 37280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 4 contains 131120 members 
Mstep: Class 8 contains 232193 members 
Mstep: Class 9 contains 123093 members 
Mstep: Class 10 contains 39586 members 
Mstep: Class 11 contains 118519 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 15 contains 136404 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 156095 members 
Mstep: Class 20 contains 254552 members 
Mstep: Class 22 contains 83216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180221520.000000 Penalty: 52566.894531
Iteration 25Q: 16 clusters Score -1.802215e+08 nChanged 34792
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 4 contains 130246 members 
Mstep: Class 8 contains 226456 members 
Mstep: Class 9 contains 123976 members 
Mstep: Class 10 contains 40051 members 
Mstep: Class 11 contains 122561 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 15 contains 136072 members 
Mstep: Class 17 contains 8744 members 
Mstep: Class 18 contains 21709 members 
Mstep: Class 19 contains 156883 members 
Mstep: Class 20 contains 254443 members 
Mstep: Class 22 contains 82332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180227872.000000 Penalty: 52566.894531
Iteration 26Q: 16 clusters Score -1.802279e+08 nChanged 33517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 4 contains 129884 members 
Mstep: Class 8 contains 219356 members 
Mstep: Class 9 contains 125021 members 
Mstep: Class 10 contains 40494 members 
Mstep: Class 11 contains 127260 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 15 contains 135776 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 22666 members 
Mstep: Class 19 contains 157891 members 
Mstep: Class 20 contains 254162 members 
Mstep: Class 22 contains 81387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180235184.000000 Penalty: 52566.894531
Iteration 27Q: 16 clusters Score -1.802352e+08 nChanged 32189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 6975 members 
Mstep: Class 4 contains 129558 members 
Mstep: Class 8 contains 211661 members 
Mstep: Class 9 contains 126377 members 
Mstep: Class 10 contains 40917 members 
Mstep: Class 11 contains 132362 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 15 contains 135571 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 23641 members 
Mstep: Class 19 contains 159073 members 
Mstep: Class 20 contains 253638 members 
Mstep: Class 22 contains 80342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180242736.000000 Penalty: 52566.894531
Iteration 28Q: 16 clusters Score -1.802427e+08 nChanged 31184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 4 contains 129184 members 
Mstep: Class 8 contains 204040 members 
Mstep: Class 9 contains 127807 members 
Mstep: Class 10 contains 41265 members 
Mstep: Class 11 contains 137720 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 15 contains 135512 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 24579 members 
Mstep: Class 19 contains 160347 members 
Mstep: Class 20 contains 252787 members 
Mstep: Class 22 contains 79157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180251296.000000 Penalty: 52566.894531
Iteration 29Q: 16 clusters Score -1.802513e+08 nChanged 31304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 4 contains 129005 members 
Mstep: Class 8 contains 195785 members 
Mstep: Class 9 contains 129437 members 
Mstep: Class 10 contains 41509 members 
Mstep: Class 11 contains 143614 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2253 members 
Mstep: Class 15 contains 135228 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 161550 members 
Mstep: Class 20 contains 252133 members 
Mstep: Class 22 contains 77928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180259536.000000 Penalty: 52566.894531
Iteration 30Q: 16 clusters Score -1.802595e+08 nChanged 31019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 4 contains 128763 members 
Mstep: Class 8 contains 187480 members 
Mstep: Class 9 contains 131276 members 
Mstep: Class 10 contains 41673 members 
Mstep: Class 11 contains 149881 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2261 members 
Mstep: Class 15 contains 134712 members 
Mstep: Class 17 contains 10747 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 162539 members 
Mstep: Class 20 contains 251672 members 
Mstep: Class 22 contains 76719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180267696.000000 Penalty: 52566.894531
Iteration 31Q: 16 clusters Score -1.802677e+08 nChanged 30268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 4 contains 128421 members 
Mstep: Class 8 contains 179547 members 
Mstep: Class 9 contains 133229 members 
Mstep: Class 10 contains 41850 members 
Mstep: Class 11 contains 156273 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2266 members 
Mstep: Class 15 contains 134135 members 
Mstep: Class 17 contains 11112 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 163475 members 
Mstep: Class 20 contains 250871 members 
Mstep: Class 22 contains 75537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180275216.000000 Penalty: 52566.894531
Iteration 32Q: 16 clusters Score -1.802752e+08 nChanged 29152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 4 contains 128060 members 
Mstep: Class 8 contains 172136 members 
Mstep: Class 9 contains 135177 members 
Mstep: Class 10 contains 42023 members 
Mstep: Class 11 contains 162741 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 15 contains 133460 members 
Mstep: Class 17 contains 11403 members 
Mstep: Class 18 contains 27989 members 
Mstep: Class 19 contains 164326 members 
Mstep: Class 20 contains 249909 members 
Mstep: Class 22 contains 74307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180282048.000000 Penalty: 52566.894531
Iteration 33Q: 16 clusters Score -1.80282e+08 nChanged 27484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 7214 members 
Mstep: Class 4 contains 127715 members 
Mstep: Class 8 contains 165432 members 
Mstep: Class 9 contains 137329 members 
Mstep: Class 10 contains 42107 members 
Mstep: Class 11 contains 168721 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 15 contains 132533 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 28702 members 
Mstep: Class 19 contains 165298 members 
Mstep: Class 20 contains 248907 members 
Mstep: Class 22 contains 73052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180287440.000000 Penalty: 52566.894531
Iteration 34Q: 16 clusters Score -1.802874e+08 nChanged 26238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 4 contains 127251 members 
Mstep: Class 8 contains 159422 members 
Mstep: Class 9 contains 139856 members 
Mstep: Class 10 contains 42188 members 
Mstep: Class 11 contains 173979 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 15 contains 131449 members 
Mstep: Class 17 contains 11903 members 
Mstep: Class 18 contains 29358 members 
Mstep: Class 19 contains 166285 members 
Mstep: Class 20 contains 247867 members 
Mstep: Class 22 contains 71853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292992.000000 Penalty: 52566.894531
Iteration 35Q: 16 clusters Score -1.80293e+08 nChanged 24663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 7224 members 
Mstep: Class 4 contains 126515 members 
Mstep: Class 8 contains 154316 members 
Mstep: Class 9 contains 142603 members 
Mstep: Class 10 contains 42273 members 
Mstep: Class 11 contains 177943 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 15 contains 130461 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 30045 members 
Mstep: Class 19 contains 167414 members 
Mstep: Class 20 contains 246992 members 
Mstep: Class 22 contains 70732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296992.000000 Penalty: 52566.894531
Iteration 36Q: 16 clusters Score -1.80297e+08 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 4 contains 125511 members 
Mstep: Class 8 contains 150802 members 
Mstep: Class 9 contains 145392 members 
Mstep: Class 10 contains 42266 members 
Mstep: Class 11 contains 180615 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 15 contains 129396 members 
Mstep: Class 17 contains 12303 members 
Mstep: Class 18 contains 30712 members 
Mstep: Class 19 contains 168765 members 
Mstep: Class 20 contains 245978 members 
Mstep: Class 22 contains 69678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180299392.000000 Penalty: 52566.894531
Iteration 37Q: 16 clusters Score -1.802994e+08 nChanged 21690
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 4 contains 124411 members 
Mstep: Class 8 contains 148252 members 
Mstep: Class 9 contains 148199 members 
Mstep: Class 10 contains 42287 members 
Mstep: Class 11 contains 182060 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 15 contains 128456 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 31517 members 
Mstep: Class 19 contains 170217 members 
Mstep: Class 20 contains 244927 members 
Mstep: Class 22 contains 68651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302944.000000 Penalty: 52566.894531
Iteration 38Q: 16 clusters Score -1.803029e+08 nChanged 20491
Entering ConstructFrom: 
Score: -180302944.000000 Penalty: 52566.894531
Entering ConstructFrom: 
Trying to split cluster 1 (56928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Entering Unmasked Estep 
Score: -7367849.500000 Penalty: 2715.486572
	Iteration 0F: 2 clusters Score -7367850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -7329600.000000 Penalty: 5430.973145
	Iteration 0F: 3 clusters Score -7329600 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7344830.500000 Penalty: 5430.973145
	Iteration 1F: 3 clusters Score -7344830 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -7346217.500000 Penalty: 5430.973145
	Iteration 2Q: 3 clusters Score -7346218 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -7348111.000000 Penalty: 5430.973145
	Iteration 3F: 3 clusters Score -7348111 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7350810.000000 Penalty: 5430.973145
	Iteration 4F: 3 clusters Score -7350810 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7354085.500000 Penalty: 5430.973145
	Iteration 5F: 3 clusters Score -7354086 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -7357295.500000 Penalty: 5430.973145
	Iteration 6F: 3 clusters Score -7357296 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7359722.500000 Penalty: 5430.973145
	Iteration 7F: 3 clusters Score -7359722 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -7361250.000000 Penalty: 5430.973145
	Iteration 8F: 3 clusters Score -7361250 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -7362073.500000 Penalty: 5430.973145
	Iteration 9Q: 3 clusters Score -7362074 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -7362549.000000 Penalty: 5430.973145
	Iteration 10Q: 3 clusters Score -7362549 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -7362805.500000 Penalty: 5430.973145
	Iteration 11Q: 3 clusters Score -7362806 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -7363079.500000 Penalty: 5430.973145
	Iteration 12Q: 3 clusters Score -7363080 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -7363368.000000 Penalty: 5430.973145
	Iteration 13Q: 3 clusters Score -7363368 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -7363684.500000 Penalty: 5430.973145
	Iteration 14Q: 3 clusters Score -7363684 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -7364328.000000 Penalty: 5430.973145
	Iteration 15Q: 3 clusters Score -7364328 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -7365394.500000 Penalty: 5430.973145
	Iteration 16Q: 3 clusters Score -7365394 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7367040.000000 Penalty: 5430.973145
	Iteration 17Q: 3 clusters Score -7367040 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7368559.000000 Penalty: 5430.973145
	Iteration 18Q: 3 clusters Score -7368559 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7369305.000000 Penalty: 5430.973145
	Iteration 19Q: 3 clusters Score -7369305 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7369747.500000 Penalty: 5430.973145
	Iteration 20F: 3 clusters Score -7369748 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7369942.500000 Penalty: 5430.973145
	Iteration 21Q: 3 clusters Score -7369942 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7370030.000000 Penalty: 5430.973145
	Iteration 22Q: 3 clusters Score -7370030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7370067.500000 Penalty: 5430.973145
	Iteration 23Q: 3 clusters Score -7370068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7370084.000000 Penalty: 5430.973145
	Iteration 24Q: 3 clusters Score -7370084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7370101.000000 Penalty: 5430.973145
	Iteration 25Q: 3 clusters Score -7370101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7370105.000000 Penalty: 5430.973145
	Iteration 26Q: 3 clusters Score -7370105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7370107.000000 Penalty: 5430.973145
	Iteration 27Q: 3 clusters Score -7370107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7370122.000000 Penalty: 5430.973145
	Iteration 28Q: 3 clusters Score -7370122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7370117.000000 Penalty: 5430.973145
	Iteration 29Q: 3 clusters Score -7370117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7370124.000000 Penalty: 5430.973145
	Iteration 30Q: 3 clusters Score -7370124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7370132.500000 Penalty: 5430.973145
	Iteration 31Q: 3 clusters Score -7370132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7370127.500000 Penalty: 5430.973145
	Iteration 32Q: 3 clusters Score -7370128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7370129.500000 Penalty: 5430.973145
	Iteration 33Q: 3 clusters Score -7370130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7370132.500000 Penalty: 5430.973145
	Iteration 34Q: 3 clusters Score -7370132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7370126.500000 Penalty: 5430.973145
	Iteration 35Q: 3 clusters Score -7370126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7370117.000000 Penalty: 5430.973145
	Iteration 36Q: 3 clusters Score -7370117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7370112.000000 Penalty: 5430.973145
	Iteration 37Q: 3 clusters Score -7370112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7370118.500000 Penalty: 5430.973145
	Iteration 38Q: 3 clusters Score -7370118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7370115.000000 Penalty: 5430.973145
	Iteration 39Q: 3 clusters Score -7370115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7370121.500000 Penalty: 5430.973145
	Iteration 40F: 3 clusters Score -7370122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 123368 members 
Mstep: Class 8 contains 146589 members 
Mstep: Class 9 contains 150935 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 182431 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 15 contains 127609 members 
Mstep: Class 17 contains 12612 members 
Mstep: Class 18 contains 32293 members 
Mstep: Class 19 contains 171746 members 
Mstep: Class 20 contains 243942 members 
Mstep: Class 22 contains 67688 members 
Entering Unmasked Estep 
Score: -180306864.000000 Penalty: 56071.351562
Splitting cluster 1 changes total score from -180302944.000000 to -180306864.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -945919.812500 Penalty: 2198.947266
	Iteration 0F: 2 clusters Score -945919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -940073.125000 Penalty: 4397.894531
	Iteration 0F: 3 clusters Score -940073.1 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -941513.375000 Penalty: 4397.894531
	Iteration 1F: 3 clusters Score -941513.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -941727.312500 Penalty: 4397.894531
	Iteration 2F: 3 clusters Score -941727.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -941885.062500 Penalty: 4397.894531
	Iteration 3Q: 3 clusters Score -941885.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -942005.375000 Penalty: 4397.894531
	Iteration 4Q: 3 clusters Score -942005.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -942091.125000 Penalty: 4397.894531
	Iteration 5Q: 3 clusters Score -942091.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -942173.187500 Penalty: 4397.894531
	Iteration 6Q: 3 clusters Score -942173.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -942255.000000 Penalty: 4397.894531
	Iteration 7Q: 3 clusters Score -942255 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -942318.687500 Penalty: 4397.894531
	Iteration 8Q: 3 clusters Score -942318.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -942378.375000 Penalty: 4397.894531
	Iteration 9Q: 3 clusters Score -942378.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -942445.187500 Penalty: 4397.894531
	Iteration 10Q: 3 clusters Score -942445.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -942517.250000 Penalty: 4397.894531
	Iteration 11Q: 3 clusters Score -942517.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -942578.875000 Penalty: 4397.894531
	Iteration 12Q: 3 clusters Score -942578.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -942628.500000 Penalty: 4397.894531
	Iteration 13Q: 3 clusters Score -942628.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -942679.625000 Penalty: 4397.894531
	Iteration 14Q: 3 clusters Score -942679.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -942742.812500 Penalty: 4397.894531
	Iteration 15Q: 3 clusters Score -942742.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -942811.687500 Penalty: 4397.894531
	Iteration 16Q: 3 clusters Score -942811.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -942898.687500 Penalty: 4397.894531
	Iteration 17Q: 3 clusters Score -942898.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -942985.625000 Penalty: 4397.894531
	Iteration 18Q: 3 clusters Score -942985.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -943072.562500 Penalty: 4397.894531
	Iteration 19Q: 3 clusters Score -943072.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -943147.187500 Penalty: 4397.894531
	Iteration 20F: 3 clusters Score -943147.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -943223.187500 Penalty: 4397.894531
	Iteration 21Q: 3 clusters Score -943223.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -943316.500000 Penalty: 4397.894531
	Iteration 22Q: 3 clusters Score -943316.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -943415.812500 Penalty: 4397.894531
	Iteration 23Q: 3 clusters Score -943415.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -943491.937500 Penalty: 4397.894531
	Iteration 24Q: 3 clusters Score -943491.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -943560.125000 Penalty: 4397.894531
	Iteration 25Q: 3 clusters Score -943560.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -943624.750000 Penalty: 4397.894531
	Iteration 26Q: 3 clusters Score -943624.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -943675.875000 Penalty: 4397.894531
	Iteration 27Q: 3 clusters Score -943675.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -943702.187500 Penalty: 4397.894531
	Iteration 28Q: 3 clusters Score -943702.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -943734.062500 Penalty: 4397.894531
	Iteration 29Q: 3 clusters Score -943734.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -943778.062500 Penalty: 4397.894531
	Iteration 30Q: 3 clusters Score -943778.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -943819.312500 Penalty: 4397.894531
	Iteration 31Q: 3 clusters Score -943819.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -943862.875000 Penalty: 4397.894531
	Iteration 32Q: 3 clusters Score -943862.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -943900.062500 Penalty: 4397.894531
	Iteration 33Q: 3 clusters Score -943900.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -943933.125000 Penalty: 4397.894531
	Iteration 34Q: 3 clusters Score -943933.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -943962.687500 Penalty: 4397.894531
	Iteration 35Q: 3 clusters Score -943962.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -943975.562500 Penalty: 4397.894531
	Iteration 36Q: 3 clusters Score -943975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -943989.937500 Penalty: 4397.894531
	Iteration 37Q: 3 clusters Score -943989.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -944005.625000 Penalty: 4397.894531
	Iteration 38Q: 3 clusters Score -944005.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -944020.687500 Penalty: 4397.894531
	Iteration 39Q: 3 clusters Score -944020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -944025.875000 Penalty: 4397.894531
	Iteration 40F: 3 clusters Score -944025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -944028.312500 Penalty: 4397.894531
	Iteration 41Q: 3 clusters Score -944028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -944037.000000 Penalty: 4397.894531
	Iteration 42Q: 3 clusters Score -944037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -944045.250000 Penalty: 4397.894531
	Iteration 43Q: 3 clusters Score -944045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -944051.562500 Penalty: 4397.894531
	Iteration 44Q: 3 clusters Score -944051.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -944058.625000 Penalty: 4397.894531
	Iteration 45Q: 3 clusters Score -944058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -944062.250000 Penalty: 4397.894531
	Iteration 46Q: 3 clusters Score -944062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -944065.437500 Penalty: 4397.894531
	Iteration 47Q: 3 clusters Score -944065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -944067.500000 Penalty: 4397.894531
	Iteration 48Q: 3 clusters Score -944067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -944072.437500 Penalty: 4397.894531
	Iteration 49Q: 3 clusters Score -944072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -944072.937500 Penalty: 4397.894531
	Iteration 50Q: 3 clusters Score -944072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -944073.937500 Penalty: 4397.894531
	Iteration 51Q: 3 clusters Score -944073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -944081.000000 Penalty: 4397.894531
	Iteration 52Q: 3 clusters Score -944081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -944082.125000 Penalty: 4397.894531
	Iteration 53Q: 3 clusters Score -944082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -944081.937500 Penalty: 4397.894531
	Iteration 54Q: 3 clusters Score -944081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -944081.937500 Penalty: 4397.894531
	Iteration 55F: 3 clusters Score -944081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Entering Unmasked Estep 
Score: -16651051.000000 Penalty: 2907.285889
	Iteration 0F: 2 clusters Score -1.665105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -16568389.000000 Penalty: 5814.571777
	Iteration 0F: 3 clusters Score -1.656839e+07 nChanged 58627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -16603053.000000 Penalty: 5814.571777
	Iteration 1F: 3 clusters Score -1.660305e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -16604178.000000 Penalty: 5814.571777
	Iteration 2Q: 3 clusters Score -1.660418e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -16605353.000000 Penalty: 5814.571777
	Iteration 3Q: 3 clusters Score -1.660535e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -16606808.000000 Penalty: 5814.571777
	Iteration 4Q: 3 clusters Score -1.660681e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -16608873.000000 Penalty: 5814.571777
	Iteration 5Q: 3 clusters Score -1.660887e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -16611851.000000 Penalty: 5814.571777
	Iteration 6Q: 3 clusters Score -1.661185e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -16615752.000000 Penalty: 5814.571777
	Iteration 7F: 3 clusters Score -1.661575e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -16620391.000000 Penalty: 5814.571777
	Iteration 8F: 3 clusters Score -1.662039e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -16624594.000000 Penalty: 5814.571777
	Iteration 9F: 3 clusters Score -1.662459e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -16626900.000000 Penalty: 5814.571777
	Iteration 10Q: 3 clusters Score -1.66269e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -16627829.000000 Penalty: 5814.571777
	Iteration 11Q: 3 clusters Score -1.662783e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -16628246.000000 Penalty: 5814.571777
	Iteration 12Q: 3 clusters Score -1.662825e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -16628625.000000 Penalty: 5814.571777
	Iteration 13Q: 3 clusters Score -1.662862e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -16628980.000000 Penalty: 5814.571777
	Iteration 14Q: 3 clusters Score -1.662898e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -16629360.000000 Penalty: 5814.571777
	Iteration 15Q: 3 clusters Score -1.662936e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -16629802.000000 Penalty: 5814.571777
	Iteration 16Q: 3 clusters Score -1.66298e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -16630253.000000 Penalty: 5814.571777
	Iteration 17Q: 3 clusters Score -1.663025e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -16630776.000000 Penalty: 5814.571777
	Iteration 18Q: 3 clusters Score -1.663078e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -16631289.000000 Penalty: 5814.571777
	Iteration 19Q: 3 clusters Score -1.663129e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -16632054.000000 Penalty: 5814.571777
	Iteration 20F: 3 clusters Score -1.663205e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -16632961.000000 Penalty: 5814.571777
	Iteration 21Q: 3 clusters Score -1.663296e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -16633722.000000 Penalty: 5814.571777
	Iteration 22Q: 3 clusters Score -1.663372e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -16634664.000000 Penalty: 5814.571777
	Iteration 23Q: 3 clusters Score -1.663466e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -16635592.000000 Penalty: 5814.571777
	Iteration 24Q: 3 clusters Score -1.663559e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -16636529.000000 Penalty: 5814.571777
	Iteration 25Q: 3 clusters Score -1.663653e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -16637539.000000 Penalty: 5814.571777
	Iteration 26Q: 3 clusters Score -1.663754e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -16638579.000000 Penalty: 5814.571777
	Iteration 27Q: 3 clusters Score -1.663858e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -16639688.000000 Penalty: 5814.571777
	Iteration 28Q: 3 clusters Score -1.663969e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107927 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -16640839.000000 Penalty: 5814.571777
	Iteration 29Q: 3 clusters Score -1.664084e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -16641939.000000 Penalty: 5814.571777
	Iteration 30Q: 3 clusters Score -1.664194e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111827 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -16642880.000000 Penalty: 5814.571777
	Iteration 31Q: 3 clusters Score -1.664288e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -16643793.000000 Penalty: 5814.571777
	Iteration 32Q: 3 clusters Score -1.664379e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115067 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -16644612.000000 Penalty: 5814.571777
	Iteration 33Q: 3 clusters Score -1.664461e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -16645428.000000 Penalty: 5814.571777
	Iteration 34Q: 3 clusters Score -1.664543e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -16646202.000000 Penalty: 5814.571777
	Iteration 35Q: 3 clusters Score -1.66462e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -16646631.000000 Penalty: 5814.571777
	Iteration 36Q: 3 clusters Score -1.664663e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -16647041.000000 Penalty: 5814.571777
	Iteration 37Q: 3 clusters Score -1.664704e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -16647377.000000 Penalty: 5814.571777
	Iteration 38Q: 3 clusters Score -1.664738e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -16647640.000000 Penalty: 5814.571777
	Iteration 39Q: 3 clusters Score -1.664764e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16647893.000000 Penalty: 5814.571777
	Iteration 40F: 3 clusters Score -1.664789e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121402 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -16648106.000000 Penalty: 5814.571777
	Iteration 41Q: 3 clusters Score -1.664811e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -16648273.000000 Penalty: 5814.571777
	Iteration 42Q: 3 clusters Score -1.664827e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16648383.000000 Penalty: 5814.571777
	Iteration 43Q: 3 clusters Score -1.664838e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16648443.000000 Penalty: 5814.571777
	Iteration 44Q: 3 clusters Score -1.664844e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122081 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16648474.000000 Penalty: 5814.571777
	Iteration 45Q: 3 clusters Score -1.664847e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -16648511.000000 Penalty: 5814.571777
	Iteration 46Q: 3 clusters Score -1.664851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122207 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16648516.000000 Penalty: 5814.571777
	Iteration 47Q: 3 clusters Score -1.664852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16648564.000000 Penalty: 5814.571777
	Iteration 48Q: 3 clusters Score -1.664856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16648594.000000 Penalty: 5814.571777
	Iteration 49Q: 3 clusters Score -1.664859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122329 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16648615.000000 Penalty: 5814.571777
	Iteration 50Q: 3 clusters Score -1.664862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122367 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16648628.000000 Penalty: 5814.571777
	Iteration 51Q: 3 clusters Score -1.664863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16648638.000000 Penalty: 5814.571777
	Iteration 52Q: 3 clusters Score -1.664864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16648637.000000 Penalty: 5814.571777
	Iteration 53Q: 3 clusters Score -1.664864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16648649.000000 Penalty: 5814.571777
	Iteration 54Q: 3 clusters Score -1.664865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122431 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16648651.000000 Penalty: 5814.571777
	Iteration 55Q: 3 clusters Score -1.664865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16648672.000000 Penalty: 5814.571777
	Iteration 56Q: 3 clusters Score -1.664867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16648682.000000 Penalty: 5814.571777
	Iteration 57Q: 3 clusters Score -1.664868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16648695.000000 Penalty: 5814.571777
	Iteration 58Q: 3 clusters Score -1.66487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16648700.000000 Penalty: 5814.571777
	Iteration 59Q: 3 clusters Score -1.66487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16648707.000000 Penalty: 5814.571777
	Iteration 60F: 3 clusters Score -1.664871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16648704.000000 Penalty: 5814.571777
	Iteration 61Q: 3 clusters Score -1.66487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16648704.000000 Penalty: 5814.571777
	Iteration 62Q: 3 clusters Score -1.66487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16648711.000000 Penalty: 5814.571777
	Iteration 63Q: 3 clusters Score -1.664871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16648706.000000 Penalty: 5814.571777
	Iteration 64Q: 3 clusters Score -1.664871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16648721.000000 Penalty: 5814.571777
	Iteration 65Q: 3 clusters Score -1.664872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16648720.000000 Penalty: 5814.571777
	Iteration 66Q: 3 clusters Score -1.664872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16648719.000000 Penalty: 5814.571777
	Iteration 67Q: 3 clusters Score -1.664872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16648719.000000 Penalty: 5814.571777
	Iteration 68F: 3 clusters Score -1.664872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146589 members 
Entering Unmasked Estep 
Score: -19768100.000000 Penalty: 2950.056152
	Iteration 0F: 2 clusters Score -1.97681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -19670500.000000 Penalty: 5900.112305
	Iteration 0F: 3 clusters Score -1.96705e+07 nChanged 70127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -19711586.000000 Penalty: 5900.112305
	Iteration 1F: 3 clusters Score -1.971159e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -19713098.000000 Penalty: 5900.112305
	Iteration 2Q: 3 clusters Score -1.97131e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -19715306.000000 Penalty: 5900.112305
	Iteration 3Q: 3 clusters Score -1.971531e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -19718578.000000 Penalty: 5900.112305
	Iteration 4Q: 3 clusters Score -1.971858e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -19723672.000000 Penalty: 5900.112305
	Iteration 5F: 3 clusters Score -1.972367e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -19730874.000000 Penalty: 5900.112305
	Iteration 6F: 3 clusters Score -1.973087e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -19740402.000000 Penalty: 5900.112305
	Iteration 7F: 3 clusters Score -1.97404e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -19749912.000000 Penalty: 5900.112305
	Iteration 8F: 3 clusters Score -1.974991e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 108555 members 
Entering Unmasked Estep 
Score: -19754542.000000 Penalty: 5900.112305
	Iteration 9Q: 3 clusters Score -1.975454e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -19756064.000000 Penalty: 5900.112305
	Iteration 10Q: 3 clusters Score -1.975606e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
Score: -19756798.000000 Penalty: 5900.112305
	Iteration 11Q: 3 clusters Score -1.97568e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -19757354.000000 Penalty: 5900.112305
	Iteration 12Q: 3 clusters Score -1.975735e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -19757818.000000 Penalty: 5900.112305
	Iteration 13Q: 3 clusters Score -1.975782e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 116582 members 
Entering Unmasked Estep 
Score: -19758308.000000 Penalty: 5900.112305
	Iteration 14Q: 3 clusters Score -1.975831e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 117978 members 
Entering Unmasked Estep 
Score: -19758764.000000 Penalty: 5900.112305
	Iteration 15Q: 3 clusters Score -1.975876e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 119238 members 
Entering Unmasked Estep 
Score: -19759066.000000 Penalty: 5900.112305
	Iteration 16Q: 3 clusters Score -1.975907e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -19759330.000000 Penalty: 5900.112305
	Iteration 17Q: 3 clusters Score -1.975933e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -19759572.000000 Penalty: 5900.112305
	Iteration 18Q: 3 clusters Score -1.975957e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -19759762.000000 Penalty: 5900.112305
	Iteration 19Q: 3 clusters Score -1.975976e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -19760126.000000 Penalty: 5900.112305
	Iteration 20F: 3 clusters Score -1.976013e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -19760420.000000 Penalty: 5900.112305
	Iteration 21Q: 3 clusters Score -1.976042e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 125979 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5900.112305
	Iteration 22Q: 3 clusters Score -1.976059e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 126975 members 
Entering Unmasked Estep 
Score: -19760836.000000 Penalty: 5900.112305
	Iteration 23Q: 3 clusters Score -1.976084e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 127950 members 
Entering Unmasked Estep 
Score: -19761100.000000 Penalty: 5900.112305
	Iteration 24Q: 3 clusters Score -1.97611e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -19761328.000000 Penalty: 5900.112305
	Iteration 25Q: 3 clusters Score -1.976133e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -19761584.000000 Penalty: 5900.112305
	Iteration 26Q: 3 clusters Score -1.976158e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -19761940.000000 Penalty: 5900.112305
	Iteration 27Q: 3 clusters Score -1.976194e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -19762254.000000 Penalty: 5900.112305
	Iteration 28Q: 3 clusters Score -1.976225e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -19762540.000000 Penalty: 5900.112305
	Iteration 29Q: 3 clusters Score -1.976254e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 133475 members 
Entering Unmasked Estep 
Score: -19762762.000000 Penalty: 5900.112305
	Iteration 30Q: 3 clusters Score -1.976276e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -19763032.000000 Penalty: 5900.112305
	Iteration 31Q: 3 clusters Score -1.976303e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -19763218.000000 Penalty: 5900.112305
	Iteration 32Q: 3 clusters Score -1.976322e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 135986 members 
Entering Unmasked Estep 
Score: -19763556.000000 Penalty: 5900.112305
	Iteration 33Q: 3 clusters Score -1.976356e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -19763846.000000 Penalty: 5900.112305
	Iteration 34Q: 3 clusters Score -1.976385e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -19764128.000000 Penalty: 5900.112305
	Iteration 35Q: 3 clusters Score -1.976413e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 138592 members 
Entering Unmasked Estep 
Score: -19764270.000000 Penalty: 5900.112305
	Iteration 36Q: 3 clusters Score -1.976427e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 139457 members 
Entering Unmasked Estep 
Score: -19764462.000000 Penalty: 5900.112305
	Iteration 37Q: 3 clusters Score -1.976446e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -19764694.000000 Penalty: 5900.112305
	Iteration 38Q: 3 clusters Score -1.976469e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -19765006.000000 Penalty: 5900.112305
	Iteration 39Q: 3 clusters Score -1.976501e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 141711 members 
Entering Unmasked Estep 
Score: -19765138.000000 Penalty: 5900.112305
	Iteration 40F: 3 clusters Score -1.976514e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -19765286.000000 Penalty: 5900.112305
	Iteration 41Q: 3 clusters Score -1.976529e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -19765394.000000 Penalty: 5900.112305
	Iteration 42Q: 3 clusters Score -1.976539e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -19765460.000000 Penalty: 5900.112305
	Iteration 43Q: 3 clusters Score -1.976546e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -19765532.000000 Penalty: 5900.112305
	Iteration 44Q: 3 clusters Score -1.976553e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -19765546.000000 Penalty: 5900.112305
	Iteration 45Q: 3 clusters Score -1.976555e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -19765636.000000 Penalty: 5900.112305
	Iteration 46Q: 3 clusters Score -1.976564e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 144221 members 
Entering Unmasked Estep 
Score: -19765620.000000 Penalty: 5900.112305
	Iteration 47Q: 3 clusters Score -1.976562e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -19765678.000000 Penalty: 5900.112305
	Iteration 48Q: 3 clusters Score -1.976568e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -19765680.000000 Penalty: 5900.112305
	Iteration 49Q: 3 clusters Score -1.976568e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 144618 members 
Entering Unmasked Estep 
Score: -19765720.000000 Penalty: 5900.112305
	Iteration 50Q: 3 clusters Score -1.976572e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 144724 members 
Entering Unmasked Estep 
Score: -19765736.000000 Penalty: 5900.112305
	Iteration 51Q: 3 clusters Score -1.976574e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -19765758.000000 Penalty: 5900.112305
	Iteration 52Q: 3 clusters Score -1.976576e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 144890 members 
Entering Unmasked Estep 
Score: -19765786.000000 Penalty: 5900.112305
	Iteration 53Q: 3 clusters Score -1.976579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -19765808.000000 Penalty: 5900.112305
	Iteration 54Q: 3 clusters Score -1.976581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -19765798.000000 Penalty: 5900.112305
	Iteration 55Q: 3 clusters Score -1.97658e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -19765800.000000 Penalty: 5900.112305
	Iteration 56Q: 3 clusters Score -1.97658e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -19765794.000000 Penalty: 5900.112305
	Iteration 57Q: 3 clusters Score -1.976579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 145169 members 
Entering Unmasked Estep 
Score: -19765810.000000 Penalty: 5900.112305
	Iteration 58Q: 3 clusters Score -1.976581e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -19765798.000000 Penalty: 5900.112305
	Iteration 59Q: 3 clusters Score -1.97658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 145250 members 
Entering Unmasked Estep 
Score: -19765796.000000 Penalty: 5900.112305
	Iteration 60F: 3 clusters Score -1.97658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 145286 members 
Entering Unmasked Estep 
Score: -19765788.000000 Penalty: 5900.112305
	Iteration 61Q: 3 clusters Score -1.976579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -19765796.000000 Penalty: 5900.112305
	Iteration 62Q: 3 clusters Score -1.97658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 145346 members 
Entering Unmasked Estep 
Score: -19765804.000000 Penalty: 5900.112305
	Iteration 63Q: 3 clusters Score -1.97658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 145364 members 
Entering Unmasked Estep 
Score: -19765802.000000 Penalty: 5900.112305
	Iteration 64Q: 3 clusters Score -1.97658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -19765816.000000 Penalty: 5900.112305
	Iteration 65Q: 3 clusters Score -1.976582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -19765798.000000 Penalty: 5900.112305
	Iteration 66Q: 3 clusters Score -1.97658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -19765798.000000 Penalty: 5900.112305
	Iteration 67Q: 3 clusters Score -1.97658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -19765808.000000 Penalty: 5900.112305
	Iteration 68Q: 3 clusters Score -1.976581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 145440 members 
Entering Unmasked Estep 
Score: -19765818.000000 Penalty: 5900.112305
	Iteration 69Q: 3 clusters Score -1.976582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 145448 members 
Entering Unmasked Estep 
Score: -19765810.000000 Penalty: 5900.112305
	Iteration 70Q: 3 clusters Score -1.976581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -19765816.000000 Penalty: 5900.112305
	Iteration 71Q: 3 clusters Score -1.976582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -19765808.000000 Penalty: 5900.112305
	Iteration 72Q: 3 clusters Score -1.976581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -19765790.000000 Penalty: 5900.112305
	Iteration 73Q: 3 clusters Score -1.976579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -19765800.000000 Penalty: 5900.112305
	Iteration 74Q: 3 clusters Score -1.97658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -19765790.000000 Penalty: 5900.112305
	Iteration 75Q: 3 clusters Score -1.976579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -19765812.000000 Penalty: 5900.112305
	Iteration 76Q: 3 clusters Score -1.976581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -19765806.000000 Penalty: 5900.112305
	Iteration 77Q: 3 clusters Score -1.976581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 145489 members 
Entering Unmasked Estep 
Score: -19765798.000000 Penalty: 5900.112305
	Iteration 78Q: 3 clusters Score -1.97658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -19765788.000000 Penalty: 5900.112305
	Iteration 79Q: 3 clusters Score -1.976579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 145495 members 
Entering Unmasked Estep 
Score: -19765782.000000 Penalty: 5900.112305
	Iteration 80F: 3 clusters Score -1.976578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -19765792.000000 Penalty: 5900.112305
	Iteration 81Q: 3 clusters Score -1.976579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -19765792.000000 Penalty: 5900.112305
	Iteration 82F: 3 clusters Score -1.976579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Entering Unmasked Estep 
Score: -20519268.000000 Penalty: 2957.302002
	Iteration 0F: 2 clusters Score -2.051927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -20420394.000000 Penalty: 5914.604004
	Iteration 0F: 3 clusters Score -2.042039e+07 nChanged 72190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -20463046.000000 Penalty: 5914.604004
	Iteration 1F: 3 clusters Score -2.046305e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -20464008.000000 Penalty: 5914.604004
	Iteration 2Q: 3 clusters Score -2.046401e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -20465320.000000 Penalty: 5914.604004
	Iteration 3Q: 3 clusters Score -2.046532e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -20467078.000000 Penalty: 5914.604004
	Iteration 4Q: 3 clusters Score -2.046708e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -20469650.000000 Penalty: 5914.604004
	Iteration 5Q: 3 clusters Score -2.046965e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -20473330.000000 Penalty: 5914.604004
	Iteration 6Q: 3 clusters Score -2.047333e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -20478576.000000 Penalty: 5914.604004
	Iteration 7F: 3 clusters Score -2.047858e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -20485576.000000 Penalty: 5914.604004
	Iteration 8F: 3 clusters Score -2.048558e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -20491862.000000 Penalty: 5914.604004
	Iteration 9F: 3 clusters Score -2.049186e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -20495078.000000 Penalty: 5914.604004
	Iteration 10F: 3 clusters Score -2.049508e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -20496406.000000 Penalty: 5914.604004
	Iteration 11Q: 3 clusters Score -2.049641e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -20496852.000000 Penalty: 5914.604004
	Iteration 12Q: 3 clusters Score -2.049685e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -20497260.000000 Penalty: 5914.604004
	Iteration 13Q: 3 clusters Score -2.049726e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -20497538.000000 Penalty: 5914.604004
	Iteration 14Q: 3 clusters Score -2.049754e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -20497882.000000 Penalty: 5914.604004
	Iteration 15Q: 3 clusters Score -2.049788e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -20498056.000000 Penalty: 5914.604004
	Iteration 16Q: 3 clusters Score -2.049806e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -20498392.000000 Penalty: 5914.604004
	Iteration 17Q: 3 clusters Score -2.049839e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -20498590.000000 Penalty: 5914.604004
	Iteration 18Q: 3 clusters Score -2.049859e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -20498734.000000 Penalty: 5914.604004
	Iteration 19Q: 3 clusters Score -2.049873e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -20499030.000000 Penalty: 5914.604004
	Iteration 20F: 3 clusters Score -2.049903e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -20499322.000000 Penalty: 5914.604004
	Iteration 21Q: 3 clusters Score -2.049932e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -20499588.000000 Penalty: 5914.604004
	Iteration 22Q: 3 clusters Score -2.049959e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -20499832.000000 Penalty: 5914.604004
	Iteration 23Q: 3 clusters Score -2.049983e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -20500110.000000 Penalty: 5914.604004
	Iteration 24Q: 3 clusters Score -2.050011e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -20500430.000000 Penalty: 5914.604004
	Iteration 25Q: 3 clusters Score -2.050043e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -20500604.000000 Penalty: 5914.604004
	Iteration 26Q: 3 clusters Score -2.05006e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -20500752.000000 Penalty: 5914.604004
	Iteration 27Q: 3 clusters Score -2.050075e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -20500988.000000 Penalty: 5914.604004
	Iteration 28Q: 3 clusters Score -2.050099e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -20501232.000000 Penalty: 5914.604004
	Iteration 29Q: 3 clusters Score -2.050123e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -20501506.000000 Penalty: 5914.604004
	Iteration 30Q: 3 clusters Score -2.050151e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -20501746.000000 Penalty: 5914.604004
	Iteration 31Q: 3 clusters Score -2.050175e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -20501904.000000 Penalty: 5914.604004
	Iteration 32Q: 3 clusters Score -2.05019e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -20502142.000000 Penalty: 5914.604004
	Iteration 33Q: 3 clusters Score -2.050214e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -20502440.000000 Penalty: 5914.604004
	Iteration 34Q: 3 clusters Score -2.050244e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -20502550.000000 Penalty: 5914.604004
	Iteration 35Q: 3 clusters Score -2.050255e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -20502724.000000 Penalty: 5914.604004
	Iteration 36Q: 3 clusters Score -2.050272e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -20502870.000000 Penalty: 5914.604004
	Iteration 37Q: 3 clusters Score -2.050287e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -20503034.000000 Penalty: 5914.604004
	Iteration 38Q: 3 clusters Score -2.050303e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -20503218.000000 Penalty: 5914.604004
	Iteration 39Q: 3 clusters Score -2.050322e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -20503466.000000 Penalty: 5914.604004
	Iteration 40F: 3 clusters Score -2.050347e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -20503644.000000 Penalty: 5914.604004
	Iteration 41Q: 3 clusters Score -2.050364e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -20503964.000000 Penalty: 5914.604004
	Iteration 42Q: 3 clusters Score -2.050396e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -20504282.000000 Penalty: 5914.604004
	Iteration 43Q: 3 clusters Score -2.050428e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -20504540.000000 Penalty: 5914.604004
	Iteration 44Q: 3 clusters Score -2.050454e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -20504874.000000 Penalty: 5914.604004
	Iteration 45Q: 3 clusters Score -2.050487e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -20505178.000000 Penalty: 5914.604004
	Iteration 46Q: 3 clusters Score -2.050518e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -20505464.000000 Penalty: 5914.604004
	Iteration 47Q: 3 clusters Score -2.050546e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -20505802.000000 Penalty: 5914.604004
	Iteration 48Q: 3 clusters Score -2.05058e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -20506174.000000 Penalty: 5914.604004
	Iteration 49Q: 3 clusters Score -2.050617e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -20506598.000000 Penalty: 5914.604004
	Iteration 50Q: 3 clusters Score -2.05066e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -20506822.000000 Penalty: 5914.604004
	Iteration 51Q: 3 clusters Score -2.050682e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -20507138.000000 Penalty: 5914.604004
	Iteration 52Q: 3 clusters Score -2.050714e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -20507708.000000 Penalty: 5914.604004
	Iteration 53Q: 3 clusters Score -2.050771e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -20508332.000000 Penalty: 5914.604004
	Iteration 54Q: 3 clusters Score -2.050833e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -20508820.000000 Penalty: 5914.604004
	Iteration 55Q: 3 clusters Score -2.050882e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -20509402.000000 Penalty: 5914.604004
	Iteration 56Q: 3 clusters Score -2.05094e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -20510060.000000 Penalty: 5914.604004
	Iteration 57Q: 3 clusters Score -2.051006e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -20510612.000000 Penalty: 5914.604004
	Iteration 58Q: 3 clusters Score -2.051061e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -20511196.000000 Penalty: 5914.604004
	Iteration 59Q: 3 clusters Score -2.05112e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -20511666.000000 Penalty: 5914.604004
	Iteration 60F: 3 clusters Score -2.051167e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133473 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -20512084.000000 Penalty: 5914.604004
	Iteration 61Q: 3 clusters Score -2.051208e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135283 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -20512534.000000 Penalty: 5914.604004
	Iteration 62Q: 3 clusters Score -2.051253e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -20513056.000000 Penalty: 5914.604004
	Iteration 63Q: 3 clusters Score -2.051306e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -20513626.000000 Penalty: 5914.604004
	Iteration 64Q: 3 clusters Score -2.051363e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -20514130.000000 Penalty: 5914.604004
	Iteration 65Q: 3 clusters Score -2.051413e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141245 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -20514360.000000 Penalty: 5914.604004
	Iteration 66Q: 3 clusters Score -2.051436e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -20514712.000000 Penalty: 5914.604004
	Iteration 67Q: 3 clusters Score -2.051471e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143419 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -20515034.000000 Penalty: 5914.604004
	Iteration 68Q: 3 clusters Score -2.051503e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -20515292.000000 Penalty: 5914.604004
	Iteration 69Q: 3 clusters Score -2.051529e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -20515518.000000 Penalty: 5914.604004
	Iteration 70Q: 3 clusters Score -2.051552e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145918 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -20515788.000000 Penalty: 5914.604004
	Iteration 71Q: 3 clusters Score -2.051579e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146539 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -20516018.000000 Penalty: 5914.604004
	Iteration 72Q: 3 clusters Score -2.051602e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -20516182.000000 Penalty: 5914.604004
	Iteration 73Q: 3 clusters Score -2.051618e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147497 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -20516292.000000 Penalty: 5914.604004
	Iteration 74Q: 3 clusters Score -2.051629e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -20516422.000000 Penalty: 5914.604004
	Iteration 75Q: 3 clusters Score -2.051642e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -20516546.000000 Penalty: 5914.604004
	Iteration 76Q: 3 clusters Score -2.051655e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -20516600.000000 Penalty: 5914.604004
	Iteration 77Q: 3 clusters Score -2.05166e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148491 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20516686.000000 Penalty: 5914.604004
	Iteration 78Q: 3 clusters Score -2.051669e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20516686.000000 Penalty: 5914.604004
	Iteration 79Q: 3 clusters Score -2.051669e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20516710.000000 Penalty: 5914.604004
	Iteration 80F: 3 clusters Score -2.051671e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148856 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -20516700.000000 Penalty: 5914.604004
	Iteration 81Q: 3 clusters Score -2.05167e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20516734.000000 Penalty: 5914.604004
	Iteration 82Q: 3 clusters Score -2.051673e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -20516742.000000 Penalty: 5914.604004
	Iteration 83Q: 3 clusters Score -2.051674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20516736.000000 Penalty: 5914.604004
	Iteration 84Q: 3 clusters Score -2.051674e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20516746.000000 Penalty: 5914.604004
	Iteration 85Q: 3 clusters Score -2.051675e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20516796.000000 Penalty: 5914.604004
	Iteration 86Q: 3 clusters Score -2.05168e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20516822.000000 Penalty: 5914.604004
	Iteration 87Q: 3 clusters Score -2.051682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -20516840.000000 Penalty: 5914.604004
	Iteration 88Q: 3 clusters Score -2.051684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -20516844.000000 Penalty: 5914.604004
	Iteration 89Q: 3 clusters Score -2.051684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -20516870.000000 Penalty: 5914.604004
	Iteration 90Q: 3 clusters Score -2.051687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20516844.000000 Penalty: 5914.604004
	Iteration 91Q: 3 clusters Score -2.051684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20516848.000000 Penalty: 5914.604004
	Iteration 92Q: 3 clusters Score -2.051685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20516840.000000 Penalty: 5914.604004
	Iteration 93Q: 3 clusters Score -2.051684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20516866.000000 Penalty: 5914.604004
	Iteration 94Q: 3 clusters Score -2.051687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -20516868.000000 Penalty: 5914.604004
	Iteration 95Q: 3 clusters Score -2.051687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20516880.000000 Penalty: 5914.604004
	Iteration 96Q: 3 clusters Score -2.051688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20516896.000000 Penalty: 5914.604004
	Iteration 97Q: 3 clusters Score -2.05169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149580 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20516888.000000 Penalty: 5914.604004
	Iteration 98Q: 3 clusters Score -2.051689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20516896.000000 Penalty: 5914.604004
	Iteration 99Q: 3 clusters Score -2.05169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20516908.000000 Penalty: 5914.604004
	Iteration 100F: 3 clusters Score -2.051691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20516918.000000 Penalty: 5914.604004
	Iteration 101Q: 3 clusters Score -2.051692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20516924.000000 Penalty: 5914.604004
	Iteration 102Q: 3 clusters Score -2.051692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20516912.000000 Penalty: 5914.604004
	Iteration 103Q: 3 clusters Score -2.051691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20516910.000000 Penalty: 5914.604004
	Iteration 104Q: 3 clusters Score -2.051691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20516910.000000 Penalty: 5914.604004
	Iteration 105Q: 3 clusters Score -2.051691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20516918.000000 Penalty: 5914.604004
	Iteration 106Q: 3 clusters Score -2.051692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20516918.000000 Penalty: 5914.604004
	Iteration 107Q: 3 clusters Score -2.051692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20516926.000000 Penalty: 5914.604004
	Iteration 108Q: 3 clusters Score -2.051693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20516918.000000 Penalty: 5914.604004
	Iteration 109Q: 3 clusters Score -2.051692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20516934.000000 Penalty: 5914.604004
	Iteration 110Q: 3 clusters Score -2.051693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20516940.000000 Penalty: 5914.604004
	Iteration 111Q: 3 clusters Score -2.051694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20516920.000000 Penalty: 5914.604004
	Iteration 112Q: 3 clusters Score -2.051692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149743 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20516924.000000 Penalty: 5914.604004
	Iteration 113Q: 3 clusters Score -2.051692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20516932.000000 Penalty: 5914.604004
	Iteration 114Q: 3 clusters Score -2.051693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -20516936.000000 Penalty: 5914.604004
	Iteration 115Q: 3 clusters Score -2.051694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20516948.000000 Penalty: 5914.604004
	Iteration 116Q: 3 clusters Score -2.051695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20516948.000000 Penalty: 5914.604004
	Iteration 117Q: 3 clusters Score -2.051695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20516956.000000 Penalty: 5914.604004
	Iteration 118Q: 3 clusters Score -2.051696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20516942.000000 Penalty: 5914.604004
	Iteration 119Q: 3 clusters Score -2.051694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20516958.000000 Penalty: 5914.604004
	Iteration 120F: 3 clusters Score -2.051696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20516966.000000 Penalty: 5914.604004
	Iteration 121Q: 3 clusters Score -2.051697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -20516968.000000 Penalty: 5914.604004
	Iteration 122Q: 3 clusters Score -2.051697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149829 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20516960.000000 Penalty: 5914.604004
	Iteration 123Q: 3 clusters Score -2.051696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20516962.000000 Penalty: 5914.604004
	Iteration 124Q: 3 clusters Score -2.051696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20516960.000000 Penalty: 5914.604004
	Iteration 125Q: 3 clusters Score -2.051696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20516960.000000 Penalty: 5914.604004
	Iteration 126F: 3 clusters Score -2.051696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Entering Unmasked Estep 
Score: -5733492.500000 Penalty: 2641.859863
	Iteration 0F: 2 clusters Score -5733492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5704807.500000 Penalty: 5283.719727
	Iteration 0F: 3 clusters Score -5704808 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5715699.000000 Penalty: 5283.719727
	Iteration 1F: 3 clusters Score -5715699 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5716457.000000 Penalty: 5283.719727
	Iteration 2Q: 3 clusters Score -5716457 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -5717556.000000 Penalty: 5283.719727
	Iteration 3F: 3 clusters Score -5717556 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5719087.500000 Penalty: 5283.719727
	Iteration 4F: 3 clusters Score -5719088 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5721244.000000 Penalty: 5283.719727
	Iteration 5F: 3 clusters Score -5721244 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5724165.000000 Penalty: 5283.719727
	Iteration 6F: 3 clusters Score -5724165 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -5727062.500000 Penalty: 5283.719727
	Iteration 7F: 3 clusters Score -5727062 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5729232.000000 Penalty: 5283.719727
	Iteration 8F: 3 clusters Score -5729232 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5730443.500000 Penalty: 5283.719727
	Iteration 9Q: 3 clusters Score -5730444 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5730960.500000 Penalty: 5283.719727
	Iteration 10Q: 3 clusters Score -5730960 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5731189.500000 Penalty: 5283.719727
	Iteration 11Q: 3 clusters Score -5731190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5731285.500000 Penalty: 5283.719727
	Iteration 12Q: 3 clusters Score -5731286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5731360.500000 Penalty: 5283.719727
	Iteration 13Q: 3 clusters Score -5731360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5731399.500000 Penalty: 5283.719727
	Iteration 14Q: 3 clusters Score -5731400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5731425.000000 Penalty: 5283.719727
	Iteration 15Q: 3 clusters Score -5731425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5731433.000000 Penalty: 5283.719727
	Iteration 16Q: 3 clusters Score -5731433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5731449.500000 Penalty: 5283.719727
	Iteration 17Q: 3 clusters Score -5731450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5731448.000000 Penalty: 5283.719727
	Iteration 18Q: 3 clusters Score -5731448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5731462.000000 Penalty: 5283.719727
	Iteration 19Q: 3 clusters Score -5731462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5731468.000000 Penalty: 5283.719727
	Iteration 20F: 3 clusters Score -5731468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5731472.500000 Penalty: 5283.719727
	Iteration 21Q: 3 clusters Score -5731472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5731474.000000 Penalty: 5283.719727
	Iteration 22Q: 3 clusters Score -5731474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5731476.500000 Penalty: 5283.719727
	Iteration 23Q: 3 clusters Score -5731476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5731476.500000 Penalty: 5283.719727
	Iteration 24Q: 3 clusters Score -5731476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5731480.000000 Penalty: 5283.719727
	Iteration 25Q: 3 clusters Score -5731480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5731480.000000 Penalty: 5283.719727
	Iteration 26Q: 3 clusters Score -5731480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5731482.500000 Penalty: 5283.719727
	Iteration 27Q: 3 clusters Score -5731482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5731482.500000 Penalty: 5283.719727
	Iteration 28F: 3 clusters Score -5731482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182431 members 
Entering Unmasked Estep 
Score: -24595210.000000 Penalty: 3004.303467
	Iteration 0F: 2 clusters Score -2.459521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -24478134.000000 Penalty: 6008.606934
	Iteration 0F: 3 clusters Score -2.447813e+07 nChanged 87537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -24529494.000000 Penalty: 6008.606934
	Iteration 1F: 3 clusters Score -2.452949e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -24530704.000000 Penalty: 6008.606934
	Iteration 2Q: 3 clusters Score -2.45307e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -24531964.000000 Penalty: 6008.606934
	Iteration 3Q: 3 clusters Score -2.453196e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -24533632.000000 Penalty: 6008.606934
	Iteration 4Q: 3 clusters Score -2.453363e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -24535972.000000 Penalty: 6008.606934
	Iteration 5Q: 3 clusters Score -2.453597e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -24538828.000000 Penalty: 6008.606934
	Iteration 6Q: 3 clusters Score -2.453883e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -24543236.000000 Penalty: 6008.606934
	Iteration 7Q: 3 clusters Score -2.454324e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -24549276.000000 Penalty: 6008.606934
	Iteration 8F: 3 clusters Score -2.454928e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130389 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -24556436.000000 Penalty: 6008.606934
	Iteration 9F: 3 clusters Score -2.455644e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -24564114.000000 Penalty: 6008.606934
	Iteration 10F: 3 clusters Score -2.456411e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -24571856.000000 Penalty: 6008.606934
	Iteration 11F: 3 clusters Score -2.457186e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -24578240.000000 Penalty: 6008.606934
	Iteration 12F: 3 clusters Score -2.457824e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -24583382.000000 Penalty: 6008.606934
	Iteration 13Q: 3 clusters Score -2.458338e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -24586640.000000 Penalty: 6008.606934
	Iteration 14Q: 3 clusters Score -2.458664e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -24588816.000000 Penalty: 6008.606934
	Iteration 15Q: 3 clusters Score -2.458882e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177750 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -24590216.000000 Penalty: 6008.606934
	Iteration 16Q: 3 clusters Score -2.459022e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -24591040.000000 Penalty: 6008.606934
	Iteration 17Q: 3 clusters Score -2.459104e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180044 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -24591622.000000 Penalty: 6008.606934
	Iteration 18Q: 3 clusters Score -2.459162e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24591944.000000 Penalty: 6008.606934
	Iteration 19Q: 3 clusters Score -2.459194e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180929 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24592164.000000 Penalty: 6008.606934
	Iteration 20F: 3 clusters Score -2.459216e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -24592340.000000 Penalty: 6008.606934
	Iteration 21Q: 3 clusters Score -2.459234e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24592412.000000 Penalty: 6008.606934
	Iteration 22Q: 3 clusters Score -2.459241e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -24592480.000000 Penalty: 6008.606934
	Iteration 23Q: 3 clusters Score -2.459248e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181498 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24592518.000000 Penalty: 6008.606934
	Iteration 24Q: 3 clusters Score -2.459252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181541 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -24592564.000000 Penalty: 6008.606934
	Iteration 25Q: 3 clusters Score -2.459256e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24592586.000000 Penalty: 6008.606934
	Iteration 26Q: 3 clusters Score -2.459259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -24592622.000000 Penalty: 6008.606934
	Iteration 27Q: 3 clusters Score -2.459262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181618 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24592626.000000 Penalty: 6008.606934
	Iteration 28Q: 3 clusters Score -2.459263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181637 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -24592646.000000 Penalty: 6008.606934
	Iteration 29Q: 3 clusters Score -2.459265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24592652.000000 Penalty: 6008.606934
	Iteration 30Q: 3 clusters Score -2.459265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181667 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24592654.000000 Penalty: 6008.606934
	Iteration 31Q: 3 clusters Score -2.459265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181675 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -24592654.000000 Penalty: 6008.606934
	Iteration 32Q: 3 clusters Score -2.459265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -24592646.000000 Penalty: 6008.606934
	Iteration 33Q: 3 clusters Score -2.459265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181688 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -24592658.000000 Penalty: 6008.606934
	Iteration 34Q: 3 clusters Score -2.459266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -24592694.000000 Penalty: 6008.606934
	Iteration 35Q: 3 clusters Score -2.459269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -24592672.000000 Penalty: 6008.606934
	Iteration 36Q: 3 clusters Score -2.459267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -24592682.000000 Penalty: 6008.606934
	Iteration 37Q: 3 clusters Score -2.459268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181714 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -24592712.000000 Penalty: 6008.606934
	Iteration 38Q: 3 clusters Score -2.459271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -24592720.000000 Penalty: 6008.606934
	Iteration 39Q: 3 clusters Score -2.459272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -24592720.000000 Penalty: 6008.606934
	Iteration 40F: 3 clusters Score -2.459272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181731 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -24592726.000000 Penalty: 6008.606934
	Iteration 41Q: 3 clusters Score -2.459273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -24592740.000000 Penalty: 6008.606934
	Iteration 42Q: 3 clusters Score -2.459274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -24592752.000000 Penalty: 6008.606934
	Iteration 43Q: 3 clusters Score -2.459275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -24592762.000000 Penalty: 6008.606934
	Iteration 44Q: 3 clusters Score -2.459276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181737 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -24592768.000000 Penalty: 6008.606934
	Iteration 45Q: 3 clusters Score -2.459277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -24592752.000000 Penalty: 6008.606934
	Iteration 46Q: 3 clusters Score -2.459275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -24592758.000000 Penalty: 6008.606934
	Iteration 47Q: 3 clusters Score -2.459276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181742 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -24592756.000000 Penalty: 6008.606934
	Iteration 48Q: 3 clusters Score -2.459276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181743 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -24592750.000000 Penalty: 6008.606934
	Iteration 49Q: 3 clusters Score -2.459275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181743 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -24592750.000000 Penalty: 6008.606934
	Iteration 50F: 3 clusters Score -2.459275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -337840.812500 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -337840.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -334726.250000 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -334726.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -336602.312500 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -336602.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -339288.250000 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -339288.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -341300.406250 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -341300.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -342506.250000 Penalty: 3961.812256
	Iteration 4F: 3 clusters Score -342506.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -343224.968750 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -343225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -343420.437500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -343420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -343470.062500 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -343470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -343484.000000 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -343484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -343492.968750 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -343493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -343495.437500 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -343495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -343502.406250 Penalty: 3961.812256
	Iteration 11F: 3 clusters Score -343502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -343510.625000 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -343510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -343515.812500 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -343515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -343516.375000 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -343516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -343516.375000 Penalty: 3961.812256
	Iteration 15F: 3 clusters Score -343516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 123368 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 8 contains 146589 members 
Mstep: Class 9 contains 150935 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 182431 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 15 contains 127609 members 
Mstep: Class 17 contains 12612 members 
Mstep: Class 18 contains 32293 members 
Mstep: Class 19 contains 171746 members 
Mstep: Class 20 contains 243942 members 
Mstep: Class 22 contains 67688 members 
Entering Unmasked Estep 
Score: -180310992.000000 Penalty: 59575.812500
Splitting cluster 12 changes total score from -180302944.000000 to -180310992.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -285585.093750 Penalty: 1917.844971
	Iteration 0F: 2 clusters Score -285585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -283029.593750 Penalty: 3835.689941
	Iteration 0F: 3 clusters Score -283029.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284612.312500 Penalty: 3835.689941
	Iteration 1F: 3 clusters Score -284612.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -287703.281250 Penalty: 3835.689941
	Iteration 2F: 3 clusters Score -287703.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -290838.968750 Penalty: 3835.689941
	Iteration 3F: 3 clusters Score -290839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -292853.375000 Penalty: 3835.689941
	Iteration 4Q: 3 clusters Score -292853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -293338.125000 Penalty: 3835.689941
	Iteration 5Q: 3 clusters Score -293338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -293386.312500 Penalty: 3835.689941
	Iteration 6Q: 3 clusters Score -293386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -293408.531250 Penalty: 3835.689941
	Iteration 7Q: 3 clusters Score -293408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -293414.062500 Penalty: 3835.689941
	Iteration 8Q: 3 clusters Score -293414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -293420.125000 Penalty: 3835.689941
	Iteration 9Q: 3 clusters Score -293420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -293425.593750 Penalty: 3835.689941
	Iteration 10Q: 3 clusters Score -293425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -293425.593750 Penalty: 3835.689941
	Iteration 11F: 3 clusters Score -293425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 123368 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 8 contains 146589 members 
Mstep: Class 9 contains 150935 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 182431 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 15 contains 127609 members 
Mstep: Class 17 contains 12612 members 
Mstep: Class 18 contains 32293 members 
Mstep: Class 19 contains 171746 members 
Mstep: Class 20 contains 243942 members 
Mstep: Class 22 contains 67688 members 
Entering Unmasked Estep 
Score: -180316640.000000 Penalty: 63080.269531
Splitting cluster 13 changes total score from -180302944.000000 to -180316640.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (127609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Entering Unmasked Estep 
Score: -16906904.000000 Penalty: 2915.668213
	Iteration 0F: 2 clusters Score -1.69069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -16821684.000000 Penalty: 5831.336426
	Iteration 0F: 3 clusters Score -1.682168e+07 nChanged 60635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -16856326.000000 Penalty: 5831.336426
	Iteration 1F: 3 clusters Score -1.685633e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -16857196.000000 Penalty: 5831.336426
	Iteration 2Q: 3 clusters Score -1.68572e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -16858342.000000 Penalty: 5831.336426
	Iteration 3Q: 3 clusters Score -1.685834e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -16860206.000000 Penalty: 5831.336426
	Iteration 4Q: 3 clusters Score -1.686021e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -16863410.000000 Penalty: 5831.336426
	Iteration 5Q: 3 clusters Score -1.686341e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -16868658.000000 Penalty: 5831.336426
	Iteration 6F: 3 clusters Score -1.686866e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -16876430.000000 Penalty: 5831.336426
	Iteration 7F: 3 clusters Score -1.687643e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -16886098.000000 Penalty: 5831.336426
	Iteration 8F: 3 clusters Score -1.68861e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -16894942.000000 Penalty: 5831.336426
	Iteration 9F: 3 clusters Score -1.689494e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 5831.336426
	Iteration 10Q: 3 clusters Score -1.69006e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -16902912.000000 Penalty: 5831.336426
	Iteration 11Q: 3 clusters Score -1.690291e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -16903710.000000 Penalty: 5831.336426
	Iteration 12Q: 3 clusters Score -1.690371e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -16904030.000000 Penalty: 5831.336426
	Iteration 13Q: 3 clusters Score -1.690403e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -16904156.000000 Penalty: 5831.336426
	Iteration 14Q: 3 clusters Score -1.690416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -16904212.000000 Penalty: 5831.336426
	Iteration 15Q: 3 clusters Score -1.690421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 127342 members 
Entering Unmasked Estep 
Score: -16904260.000000 Penalty: 5831.336426
	Iteration 16Q: 3 clusters Score -1.690426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -16904276.000000 Penalty: 5831.336426
	Iteration 17Q: 3 clusters Score -1.690428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -16904278.000000 Penalty: 5831.336426
	Iteration 18Q: 3 clusters Score -1.690428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127354 members 
Entering Unmasked Estep 
Score: -16904280.000000 Penalty: 5831.336426
	Iteration 19Q: 3 clusters Score -1.690428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -16904290.000000 Penalty: 5831.336426
	Iteration 20F: 3 clusters Score -1.690429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -16904280.000000 Penalty: 5831.336426
	Iteration 21Q: 3 clusters Score -1.690428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -16904282.000000 Penalty: 5831.336426
	Iteration 22Q: 3 clusters Score -1.690428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -16904282.000000 Penalty: 5831.336426
	Iteration 23F: 3 clusters Score -1.690428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Entering Unmasked Estep 
Score: -1570297.750000 Penalty: 2341.716064
	Iteration 0F: 2 clusters Score -1570298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1560924.125000 Penalty: 4683.432129
	Iteration 0F: 3 clusters Score -1560924 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1564284.500000 Penalty: 4683.432129
	Iteration 1F: 3 clusters Score -1564284 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1565196.625000 Penalty: 4683.432129
	Iteration 2F: 3 clusters Score -1565197 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1566146.000000 Penalty: 4683.432129
	Iteration 3F: 3 clusters Score -1566146 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1567042.625000 Penalty: 4683.432129
	Iteration 4F: 3 clusters Score -1567043 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1568069.750000 Penalty: 4683.432129
	Iteration 5F: 3 clusters Score -1568070 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1568979.250000 Penalty: 4683.432129
	Iteration 6F: 3 clusters Score -1568979 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1569655.125000 Penalty: 4683.432129
	Iteration 7F: 3 clusters Score -1569655 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1570078.000000 Penalty: 4683.432129
	Iteration 8Q: 3 clusters Score -1570078 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1570387.625000 Penalty: 4683.432129
	Iteration 9Q: 3 clusters Score -1570388 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1570562.250000 Penalty: 4683.432129
	Iteration 10Q: 3 clusters Score -1570562 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1570700.000000 Penalty: 4683.432129
	Iteration 11Q: 3 clusters Score -1570700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1570790.250000 Penalty: 4683.432129
	Iteration 12Q: 3 clusters Score -1570790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1570856.625000 Penalty: 4683.432129
	Iteration 13Q: 3 clusters Score -1570857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1570921.375000 Penalty: 4683.432129
	Iteration 14Q: 3 clusters Score -1570921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1570989.750000 Penalty: 4683.432129
	Iteration 15Q: 3 clusters Score -1570990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1571055.875000 Penalty: 4683.432129
	Iteration 16Q: 3 clusters Score -1571056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1571099.250000 Penalty: 4683.432129
	Iteration 17Q: 3 clusters Score -1571099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1571155.875000 Penalty: 4683.432129
	Iteration 18Q: 3 clusters Score -1571156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1571197.000000 Penalty: 4683.432129
	Iteration 19Q: 3 clusters Score -1571197 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1571250.875000 Penalty: 4683.432129
	Iteration 20F: 3 clusters Score -1571251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1571284.750000 Penalty: 4683.432129
	Iteration 21Q: 3 clusters Score -1571285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1571300.750000 Penalty: 4683.432129
	Iteration 22Q: 3 clusters Score -1571301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1571323.000000 Penalty: 4683.432129
	Iteration 23Q: 3 clusters Score -1571323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1571333.750000 Penalty: 4683.432129
	Iteration 24Q: 3 clusters Score -1571334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1571356.000000 Penalty: 4683.432129
	Iteration 25Q: 3 clusters Score -1571356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1571367.000000 Penalty: 4683.432129
	Iteration 26Q: 3 clusters Score -1571367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1571380.000000 Penalty: 4683.432129
	Iteration 27Q: 3 clusters Score -1571380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1571379.125000 Penalty: 4683.432129
	Iteration 28Q: 3 clusters Score -1571379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1571386.000000 Penalty: 4683.432129
	Iteration 29Q: 3 clusters Score -1571386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1571388.000000 Penalty: 4683.432129
	Iteration 30Q: 3 clusters Score -1571388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1571386.750000 Penalty: 4683.432129
	Iteration 31Q: 3 clusters Score -1571387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1571388.125000 Penalty: 4683.432129
	Iteration 32Q: 3 clusters Score -1571388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1571390.625000 Penalty: 4683.432129
	Iteration 33Q: 3 clusters Score -1571391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1571390.625000 Penalty: 4683.432129
	Iteration 34Q: 3 clusters Score -1571391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1571391.125000 Penalty: 4683.432129
	Iteration 35Q: 3 clusters Score -1571391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1571388.750000 Penalty: 4683.432129
	Iteration 36Q: 3 clusters Score -1571389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1571390.750000 Penalty: 4683.432129
	Iteration 37Q: 3 clusters Score -1571391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1571392.125000 Penalty: 4683.432129
	Iteration 38Q: 3 clusters Score -1571392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1571389.125000 Penalty: 4683.432129
	Iteration 39Q: 3 clusters Score -1571389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1571391.875000 Penalty: 4683.432129
	Iteration 40F: 3 clusters Score -1571392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1571394.125000 Penalty: 4683.432129
	Iteration 41Q: 3 clusters Score -1571394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1571392.625000 Penalty: 4683.432129
	Iteration 42Q: 3 clusters Score -1571393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1571393.125000 Penalty: 4683.432129
	Iteration 43Q: 3 clusters Score -1571393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1571391.875000 Penalty: 4683.432129
	Iteration 44Q: 3 clusters Score -1571392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1571391.875000 Penalty: 4683.432129
	Iteration 45F: 3 clusters Score -1571392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 123368 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 146589 members 
Mstep: Class 9 contains 150935 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 182431 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 15 contains 127609 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 32293 members 
Mstep: Class 19 contains 171746 members 
Mstep: Class 20 contains 243942 members 
Mstep: Class 22 contains 67688 members 
Entering Unmasked Estep 
Score: -180316848.000000 Penalty: 66584.734375
Splitting cluster 17 changes total score from -180302944.000000 to -180316848.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (32293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Entering Unmasked Estep 
Score: -4414560.500000 Penalty: 2574.886230
	Iteration 0F: 2 clusters Score -4414560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4392434.000000 Penalty: 5149.772461
	Iteration 0F: 3 clusters Score -4392434 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4400269.000000 Penalty: 5149.772461
	Iteration 1F: 3 clusters Score -4400269 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4400730.500000 Penalty: 5149.772461
	Iteration 2Q: 3 clusters Score -4400730 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4401214.000000 Penalty: 5149.772461
	Iteration 3Q: 3 clusters Score -4401214 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4401648.000000 Penalty: 5149.772461
	Iteration 4Q: 3 clusters Score -4401648 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4402075.500000 Penalty: 5149.772461
	Iteration 5Q: 3 clusters Score -4402076 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4402610.500000 Penalty: 5149.772461
	Iteration 6Q: 3 clusters Score -4402610 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4403258.000000 Penalty: 5149.772461
	Iteration 7Q: 3 clusters Score -4403258 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4404193.000000 Penalty: 5149.772461
	Iteration 8Q: 3 clusters Score -4404193 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4405419.500000 Penalty: 5149.772461
	Iteration 9F: 3 clusters Score -4405420 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4406982.500000 Penalty: 5149.772461
	Iteration 10F: 3 clusters Score -4406982 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4408340.500000 Penalty: 5149.772461
	Iteration 11F: 3 clusters Score -4408340 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4409371.000000 Penalty: 5149.772461
	Iteration 12Q: 3 clusters Score -4409371 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4409977.000000 Penalty: 5149.772461
	Iteration 13Q: 3 clusters Score -4409977 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4410329.500000 Penalty: 5149.772461
	Iteration 14Q: 3 clusters Score -4410330 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4410567.500000 Penalty: 5149.772461
	Iteration 15Q: 3 clusters Score -4410568 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4410755.000000 Penalty: 5149.772461
	Iteration 16Q: 3 clusters Score -4410755 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4410915.000000 Penalty: 5149.772461
	Iteration 17Q: 3 clusters Score -4410915 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4411061.000000 Penalty: 5149.772461
	Iteration 18Q: 3 clusters Score -4411061 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4411195.500000 Penalty: 5149.772461
	Iteration 19Q: 3 clusters Score -4411196 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4411335.500000 Penalty: 5149.772461
	Iteration 20F: 3 clusters Score -4411336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4411431.500000 Penalty: 5149.772461
	Iteration 21Q: 3 clusters Score -4411432 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4411529.500000 Penalty: 5149.772461
	Iteration 22Q: 3 clusters Score -4411530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4411592.500000 Penalty: 5149.772461
	Iteration 23Q: 3 clusters Score -4411592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4411652.000000 Penalty: 5149.772461
	Iteration 24Q: 3 clusters Score -4411652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4411694.500000 Penalty: 5149.772461
	Iteration 25Q: 3 clusters Score -4411694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4411759.500000 Penalty: 5149.772461
	Iteration 26Q: 3 clusters Score -4411760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4411811.000000 Penalty: 5149.772461
	Iteration 27Q: 3 clusters Score -4411811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4411870.500000 Penalty: 5149.772461
	Iteration 28Q: 3 clusters Score -4411870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4411936.500000 Penalty: 5149.772461
	Iteration 29Q: 3 clusters Score -4411936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4411998.500000 Penalty: 5149.772461
	Iteration 30Q: 3 clusters Score -4411998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4412062.000000 Penalty: 5149.772461
	Iteration 31Q: 3 clusters Score -4412062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4412127.000000 Penalty: 5149.772461
	Iteration 32Q: 3 clusters Score -4412127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4412179.000000 Penalty: 5149.772461
	Iteration 33Q: 3 clusters Score -4412179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4412206.500000 Penalty: 5149.772461
	Iteration 34Q: 3 clusters Score -4412206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4412223.000000 Penalty: 5149.772461
	Iteration 35Q: 3 clusters Score -4412223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4412246.500000 Penalty: 5149.772461
	Iteration 36Q: 3 clusters Score -4412246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4412259.000000 Penalty: 5149.772461
	Iteration 37Q: 3 clusters Score -4412259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4412275.500000 Penalty: 5149.772461
	Iteration 38Q: 3 clusters Score -4412276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4412301.500000 Penalty: 5149.772461
	Iteration 39Q: 3 clusters Score -4412302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4412314.500000 Penalty: 5149.772461
	Iteration 40F: 3 clusters Score -4412314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4412346.000000 Penalty: 5149.772461
	Iteration 41Q: 3 clusters Score -4412346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4412364.500000 Penalty: 5149.772461
	Iteration 42Q: 3 clusters Score -4412364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4412368.000000 Penalty: 5149.772461
	Iteration 43Q: 3 clusters Score -4412368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4412372.500000 Penalty: 5149.772461
	Iteration 44Q: 3 clusters Score -4412372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4412384.500000 Penalty: 5149.772461
	Iteration 45Q: 3 clusters Score -4412384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4412380.500000 Penalty: 5149.772461
	Iteration 46Q: 3 clusters Score -4412380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4412383.000000 Penalty: 5149.772461
	Iteration 47Q: 3 clusters Score -4412383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4412383.500000 Penalty: 5149.772461
	Iteration 48Q: 3 clusters Score -4412384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4412385.500000 Penalty: 5149.772461
	Iteration 49Q: 3 clusters Score -4412386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4412388.500000 Penalty: 5149.772461
	Iteration 50Q: 3 clusters Score -4412388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4412394.000000 Penalty: 5149.772461
	Iteration 51Q: 3 clusters Score -4412394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4412395.500000 Penalty: 5149.772461
	Iteration 52Q: 3 clusters Score -4412396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4412393.000000 Penalty: 5149.772461
	Iteration 53Q: 3 clusters Score -4412393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4412394.500000 Penalty: 5149.772461
	Iteration 54Q: 3 clusters Score -4412394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4412396.500000 Penalty: 5149.772461
	Iteration 55Q: 3 clusters Score -4412396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -4412396.500000 Penalty: 5149.772461
	Iteration 56F: 3 clusters Score -4412396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171746 members 
Entering Unmasked Estep 
Score: -23124692.000000 Penalty: 2989.335449
	Iteration 0F: 2 clusters Score -2.312469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -23012126.000000 Penalty: 5978.670898
	Iteration 0F: 3 clusters Score -2.301213e+07 nChanged 82451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -23061840.000000 Penalty: 5978.670898
	Iteration 1F: 3 clusters Score -2.306184e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -23063982.000000 Penalty: 5978.670898
	Iteration 2Q: 3 clusters Score -2.306398e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -23067388.000000 Penalty: 5978.670898
	Iteration 3Q: 3 clusters Score -2.306739e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -23072042.000000 Penalty: 5978.670898
	Iteration 4Q: 3 clusters Score -2.307204e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -23078186.000000 Penalty: 5978.670898
	Iteration 5F: 3 clusters Score -2.307819e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -23085938.000000 Penalty: 5978.670898
	Iteration 6F: 3 clusters Score -2.308594e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -23093746.000000 Penalty: 5978.670898
	Iteration 7F: 3 clusters Score -2.309375e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -23099544.000000 Penalty: 5978.670898
	Iteration 8F: 3 clusters Score -2.309954e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 113955 members 
Entering Unmasked Estep 
Score: -23102526.000000 Penalty: 5978.670898
	Iteration 9Q: 3 clusters Score -2.310253e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -23103934.000000 Penalty: 5978.670898
	Iteration 10Q: 3 clusters Score -2.310393e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 118371 members 
Entering Unmasked Estep 
Score: -23104734.000000 Penalty: 5978.670898
	Iteration 11Q: 3 clusters Score -2.310473e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -23105478.000000 Penalty: 5978.670898
	Iteration 12Q: 3 clusters Score -2.310548e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -23106384.000000 Penalty: 5978.670898
	Iteration 13Q: 3 clusters Score -2.310638e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -23106996.000000 Penalty: 5978.670898
	Iteration 14Q: 3 clusters Score -2.3107e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -23107786.000000 Penalty: 5978.670898
	Iteration 15Q: 3 clusters Score -2.310779e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -23108638.000000 Penalty: 5978.670898
	Iteration 16Q: 3 clusters Score -2.310864e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 132013 members 
Entering Unmasked Estep 
Score: -23109462.000000 Penalty: 5978.670898
	Iteration 17Q: 3 clusters Score -2.310946e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -23110284.000000 Penalty: 5978.670898
	Iteration 18Q: 3 clusters Score -2.311028e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -23111128.000000 Penalty: 5978.670898
	Iteration 19Q: 3 clusters Score -2.311113e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -23112172.000000 Penalty: 5978.670898
	Iteration 20F: 3 clusters Score -2.311217e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 141563 members 
Entering Unmasked Estep 
Score: -23113144.000000 Penalty: 5978.670898
	Iteration 21Q: 3 clusters Score -2.311314e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -23114280.000000 Penalty: 5978.670898
	Iteration 22Q: 3 clusters Score -2.311428e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -23115204.000000 Penalty: 5978.670898
	Iteration 23Q: 3 clusters Score -2.31152e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -23116044.000000 Penalty: 5978.670898
	Iteration 24Q: 3 clusters Score -2.311604e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 149916 members 
Entering Unmasked Estep 
Score: -23116642.000000 Penalty: 5978.670898
	Iteration 25Q: 3 clusters Score -2.311664e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -23117176.000000 Penalty: 5978.670898
	Iteration 26Q: 3 clusters Score -2.311718e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 153232 members 
Entering Unmasked Estep 
Score: -23117618.000000 Penalty: 5978.670898
	Iteration 27Q: 3 clusters Score -2.311762e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -23118080.000000 Penalty: 5978.670898
	Iteration 28Q: 3 clusters Score -2.311808e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -23118560.000000 Penalty: 5978.670898
	Iteration 29Q: 3 clusters Score -2.311856e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -23118974.000000 Penalty: 5978.670898
	Iteration 30Q: 3 clusters Score -2.311897e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -23119322.000000 Penalty: 5978.670898
	Iteration 31Q: 3 clusters Score -2.311932e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 159777 members 
Entering Unmasked Estep 
Score: -23119676.000000 Penalty: 5978.670898
	Iteration 32Q: 3 clusters Score -2.311968e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -23119950.000000 Penalty: 5978.670898
	Iteration 33Q: 3 clusters Score -2.311995e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -23120334.000000 Penalty: 5978.670898
	Iteration 34Q: 3 clusters Score -2.312033e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 162560 members 
Entering Unmasked Estep 
Score: -23120614.000000 Penalty: 5978.670898
	Iteration 35Q: 3 clusters Score -2.312061e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -23120822.000000 Penalty: 5978.670898
	Iteration 36Q: 3 clusters Score -2.312082e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -23121050.000000 Penalty: 5978.670898
	Iteration 37Q: 3 clusters Score -2.312105e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 164517 members 
Entering Unmasked Estep 
Score: -23121224.000000 Penalty: 5978.670898
	Iteration 38Q: 3 clusters Score -2.312122e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -23121314.000000 Penalty: 5978.670898
	Iteration 39Q: 3 clusters Score -2.312131e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -23121392.000000 Penalty: 5978.670898
	Iteration 40F: 3 clusters Score -2.312139e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -23121490.000000 Penalty: 5978.670898
	Iteration 41Q: 3 clusters Score -2.312149e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -23121686.000000 Penalty: 5978.670898
	Iteration 42Q: 3 clusters Score -2.312169e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -23121710.000000 Penalty: 5978.670898
	Iteration 43Q: 3 clusters Score -2.312171e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -23121874.000000 Penalty: 5978.670898
	Iteration 44Q: 3 clusters Score -2.312187e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -23121970.000000 Penalty: 5978.670898
	Iteration 45Q: 3 clusters Score -2.312197e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -23122098.000000 Penalty: 5978.670898
	Iteration 46Q: 3 clusters Score -2.31221e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 167722 members 
Entering Unmasked Estep 
Score: -23122176.000000 Penalty: 5978.670898
	Iteration 47Q: 3 clusters Score -2.312218e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -23122198.000000 Penalty: 5978.670898
	Iteration 48Q: 3 clusters Score -2.31222e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -23122260.000000 Penalty: 5978.670898
	Iteration 49Q: 3 clusters Score -2.312226e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -23122316.000000 Penalty: 5978.670898
	Iteration 50Q: 3 clusters Score -2.312232e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -23122336.000000 Penalty: 5978.670898
	Iteration 51Q: 3 clusters Score -2.312234e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -23122386.000000 Penalty: 5978.670898
	Iteration 52Q: 3 clusters Score -2.312239e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -23122422.000000 Penalty: 5978.670898
	Iteration 53Q: 3 clusters Score -2.312242e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -23122404.000000 Penalty: 5978.670898
	Iteration 54Q: 3 clusters Score -2.31224e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 168737 members 
Entering Unmasked Estep 
Score: -23122420.000000 Penalty: 5978.670898
	Iteration 55Q: 3 clusters Score -2.312242e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -23122462.000000 Penalty: 5978.670898
	Iteration 56Q: 3 clusters Score -2.312246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -23122460.000000 Penalty: 5978.670898
	Iteration 57Q: 3 clusters Score -2.312246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -23122460.000000 Penalty: 5978.670898
	Iteration 58Q: 3 clusters Score -2.312246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -23122450.000000 Penalty: 5978.670898
	Iteration 59Q: 3 clusters Score -2.312245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 168984 members 
Entering Unmasked Estep 
Score: -23122418.000000 Penalty: 5978.670898
	Iteration 60F: 3 clusters Score -2.312242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 169019 members 
Entering Unmasked Estep 
Score: -23122434.000000 Penalty: 5978.670898
	Iteration 61Q: 3 clusters Score -2.312243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 169052 members 
Entering Unmasked Estep 
Score: -23122462.000000 Penalty: 5978.670898
	Iteration 62Q: 3 clusters Score -2.312246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -23122470.000000 Penalty: 5978.670898
	Iteration 63Q: 3 clusters Score -2.312247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -23122506.000000 Penalty: 5978.670898
	Iteration 64Q: 3 clusters Score -2.312251e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -23122504.000000 Penalty: 5978.670898
	Iteration 65Q: 3 clusters Score -2.31225e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 169224 members 
Entering Unmasked Estep 
Score: -23122508.000000 Penalty: 5978.670898
	Iteration 66Q: 3 clusters Score -2.312251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -23122530.000000 Penalty: 5978.670898
	Iteration 67Q: 3 clusters Score -2.312253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -23122522.000000 Penalty: 5978.670898
	Iteration 68Q: 3 clusters Score -2.312252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -23122516.000000 Penalty: 5978.670898
	Iteration 69Q: 3 clusters Score -2.312252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 169303 members 
Entering Unmasked Estep 
Score: -23122502.000000 Penalty: 5978.670898
	Iteration 70Q: 3 clusters Score -2.31225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -23122514.000000 Penalty: 5978.670898
	Iteration 71Q: 3 clusters Score -2.312251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -23122516.000000 Penalty: 5978.670898
	Iteration 72Q: 3 clusters Score -2.312252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23122528.000000 Penalty: 5978.670898
	Iteration 73Q: 3 clusters Score -2.312253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -23122544.000000 Penalty: 5978.670898
	Iteration 74Q: 3 clusters Score -2.312254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 169416 members 
Entering Unmasked Estep 
Score: -23122524.000000 Penalty: 5978.670898
	Iteration 75Q: 3 clusters Score -2.312252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -23122530.000000 Penalty: 5978.670898
	Iteration 76Q: 3 clusters Score -2.312253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -23122568.000000 Penalty: 5978.670898
	Iteration 77Q: 3 clusters Score -2.312257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 169474 members 
Entering Unmasked Estep 
Score: -23122580.000000 Penalty: 5978.670898
	Iteration 78Q: 3 clusters Score -2.312258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 169492 members 
Entering Unmasked Estep 
Score: -23122546.000000 Penalty: 5978.670898
	Iteration 79Q: 3 clusters Score -2.312255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -23122560.000000 Penalty: 5978.670898
	Iteration 80F: 3 clusters Score -2.312256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -23122564.000000 Penalty: 5978.670898
	Iteration 81Q: 3 clusters Score -2.312256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -23122572.000000 Penalty: 5978.670898
	Iteration 82Q: 3 clusters Score -2.312257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -23122578.000000 Penalty: 5978.670898
	Iteration 83Q: 3 clusters Score -2.312258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -23122570.000000 Penalty: 5978.670898
	Iteration 84Q: 3 clusters Score -2.312257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -23122586.000000 Penalty: 5978.670898
	Iteration 85Q: 3 clusters Score -2.312259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -23122592.000000 Penalty: 5978.670898
	Iteration 86Q: 3 clusters Score -2.312259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -23122622.000000 Penalty: 5978.670898
	Iteration 87Q: 3 clusters Score -2.312262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -23122616.000000 Penalty: 5978.670898
	Iteration 88Q: 3 clusters Score -2.312262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -23122606.000000 Penalty: 5978.670898
	Iteration 89Q: 3 clusters Score -2.312261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 169582 members 
Entering Unmasked Estep 
Score: -23122616.000000 Penalty: 5978.670898
	Iteration 90Q: 3 clusters Score -2.312262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 169585 members 
Entering Unmasked Estep 
Score: -23122610.000000 Penalty: 5978.670898
	Iteration 91Q: 3 clusters Score -2.312261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 169590 members 
Entering Unmasked Estep 
Score: -23122586.000000 Penalty: 5978.670898
	Iteration 92Q: 3 clusters Score -2.312259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 169594 members 
Entering Unmasked Estep 
Score: -23122594.000000 Penalty: 5978.670898
	Iteration 93Q: 3 clusters Score -2.312259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 169595 members 
Entering Unmasked Estep 
Score: -23122592.000000 Penalty: 5978.670898
	Iteration 94Q: 3 clusters Score -2.312259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 169595 members 
Entering Unmasked Estep 
Score: -23122596.000000 Penalty: 5978.670898
	Iteration 95Q: 3 clusters Score -2.31226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -23122594.000000 Penalty: 5978.670898
	Iteration 96Q: 3 clusters Score -2.312259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 169606 members 
Entering Unmasked Estep 
Score: -23122582.000000 Penalty: 5978.670898
	Iteration 97Q: 3 clusters Score -2.312258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -23122576.000000 Penalty: 5978.670898
	Iteration 98Q: 3 clusters Score -2.312258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -23122578.000000 Penalty: 5978.670898
	Iteration 99Q: 3 clusters Score -2.312258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -23122598.000000 Penalty: 5978.670898
	Iteration 100F: 3 clusters Score -2.31226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -23122594.000000 Penalty: 5978.670898
	Iteration 101Q: 3 clusters Score -2.312259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -23122606.000000 Penalty: 5978.670898
	Iteration 102Q: 3 clusters Score -2.312261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23122590.000000 Penalty: 5978.670898
	Iteration 103Q: 3 clusters Score -2.312259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -23122590.000000 Penalty: 5978.670898
	Iteration 104F: 3 clusters Score -2.312259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (243942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243942 members 
Entering Unmasked Estep 
Score: -32591304.000000 Penalty: 3076.362061
	Iteration 0F: 2 clusters Score -3.25913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 122194 members 
Entering Unmasked Estep 
Score: -32437118.000000 Penalty: 6152.724121
	Iteration 0F: 3 clusters Score -3.243712e+07 nChanged 117481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -32507072.000000 Penalty: 6152.724121
	Iteration 1F: 3 clusters Score -3.250707e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -32509756.000000 Penalty: 6152.724121
	Iteration 2Q: 3 clusters Score -3.250976e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -32514928.000000 Penalty: 6152.724121
	Iteration 3Q: 3 clusters Score -3.251493e+07 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 145448 members 
Entering Unmasked Estep 
Score: -32523800.000000 Penalty: 6152.724121
	Iteration 4F: 3 clusters Score -3.25238e+07 nChanged 18418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -32537508.000000 Penalty: 6152.724121
	Iteration 5F: 3 clusters Score -3.253751e+07 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 172334 members 
Entering Unmasked Estep 
Score: -32555050.000000 Penalty: 6152.724121
	Iteration 6F: 3 clusters Score -3.255505e+07 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -32571470.000000 Penalty: 6152.724121
	Iteration 7F: 3 clusters Score -3.257147e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -32581822.000000 Penalty: 6152.724121
	Iteration 8Q: 3 clusters Score -3.258182e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 199605 members 
Entering Unmasked Estep 
Score: -32586462.000000 Penalty: 6152.724121
	Iteration 9Q: 3 clusters Score -3.258646e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -32589134.000000 Penalty: 6152.724121
	Iteration 10Q: 3 clusters Score -3.258913e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 209314 members 
Entering Unmasked Estep 
Score: -32590748.000000 Penalty: 6152.724121
	Iteration 11Q: 3 clusters Score -3.259075e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 213103 members 
Entering Unmasked Estep 
Score: -32591866.000000 Penalty: 6152.724121
	Iteration 12Q: 3 clusters Score -3.259187e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 216243 members 
Entering Unmasked Estep 
Score: -32592452.000000 Penalty: 6152.724121
	Iteration 13Q: 3 clusters Score -3.259245e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 218917 members 
Entering Unmasked Estep 
Score: -32592754.000000 Penalty: 6152.724121
	Iteration 14Q: 3 clusters Score -3.259275e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -32592728.000000 Penalty: 6152.724121
	Iteration 15Q: 3 clusters Score -3.259273e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 223118 members 
Entering Unmasked Estep 
Score: -32592820.000000 Penalty: 6152.724121
	Iteration 16Q: 3 clusters Score -3.259282e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 224828 members 
Entering Unmasked Estep 
Score: -32592734.000000 Penalty: 6152.724121
	Iteration 17Q: 3 clusters Score -3.259273e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 226327 members 
Entering Unmasked Estep 
Score: -32592646.000000 Penalty: 6152.724121
	Iteration 18Q: 3 clusters Score -3.259265e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 227651 members 
Entering Unmasked Estep 
Score: -32592520.000000 Penalty: 6152.724121
	Iteration 19Q: 3 clusters Score -3.259252e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 228852 members 
Entering Unmasked Estep 
Score: -32592528.000000 Penalty: 6152.724121
	Iteration 20F: 3 clusters Score -3.259253e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 229896 members 
Entering Unmasked Estep 
Score: -32592494.000000 Penalty: 6152.724121
	Iteration 21Q: 3 clusters Score -3.259249e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 230847 members 
Entering Unmasked Estep 
Score: -32592566.000000 Penalty: 6152.724121
	Iteration 22Q: 3 clusters Score -3.259257e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 231644 members 
Entering Unmasked Estep 
Score: -32592632.000000 Penalty: 6152.724121
	Iteration 23Q: 3 clusters Score -3.259263e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 232307 members 
Entering Unmasked Estep 
Score: -32592700.000000 Penalty: 6152.724121
	Iteration 24Q: 3 clusters Score -3.25927e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 232937 members 
Entering Unmasked Estep 
Score: -32592606.000000 Penalty: 6152.724121
	Iteration 25Q: 3 clusters Score -3.259261e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 233505 members 
Entering Unmasked Estep 
Score: -32592454.000000 Penalty: 6152.724121
	Iteration 26Q: 3 clusters Score -3.259245e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 234042 members 
Entering Unmasked Estep 
Score: -32592352.000000 Penalty: 6152.724121
	Iteration 27Q: 3 clusters Score -3.259235e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 234514 members 
Entering Unmasked Estep 
Score: -32592210.000000 Penalty: 6152.724121
	Iteration 28Q: 3 clusters Score -3.259221e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 234966 members 
Entering Unmasked Estep 
Score: -32592086.000000 Penalty: 6152.724121
	Iteration 29Q: 3 clusters Score -3.259209e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 235366 members 
Entering Unmasked Estep 
Score: -32591928.000000 Penalty: 6152.724121
	Iteration 30Q: 3 clusters Score -3.259193e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 235709 members 
Entering Unmasked Estep 
Score: -32591880.000000 Penalty: 6152.724121
	Iteration 31Q: 3 clusters Score -3.259188e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 236021 members 
Entering Unmasked Estep 
Score: -32591856.000000 Penalty: 6152.724121
	Iteration 32Q: 3 clusters Score -3.259186e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 236287 members 
Entering Unmasked Estep 
Score: -32591836.000000 Penalty: 6152.724121
	Iteration 33Q: 3 clusters Score -3.259184e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 236532 members 
Entering Unmasked Estep 
Score: -32591764.000000 Penalty: 6152.724121
	Iteration 34Q: 3 clusters Score -3.259176e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 236768 members 
Entering Unmasked Estep 
Score: -32591702.000000 Penalty: 6152.724121
	Iteration 35Q: 3 clusters Score -3.25917e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 237009 members 
Entering Unmasked Estep 
Score: -32591564.000000 Penalty: 6152.724121
	Iteration 36Q: 3 clusters Score -3.259156e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 237235 members 
Entering Unmasked Estep 
Score: -32591454.000000 Penalty: 6152.724121
	Iteration 37Q: 3 clusters Score -3.259145e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 237461 members 
Entering Unmasked Estep 
Score: -32591404.000000 Penalty: 6152.724121
	Iteration 38Q: 3 clusters Score -3.25914e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 237662 members 
Entering Unmasked Estep 
Score: -32591364.000000 Penalty: 6152.724121
	Iteration 39Q: 3 clusters Score -3.259136e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 237863 members 
Entering Unmasked Estep 
Score: -32591190.000000 Penalty: 6152.724121
	Iteration 40F: 3 clusters Score -3.259119e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 238011 members 
Entering Unmasked Estep 
Score: -32591178.000000 Penalty: 6152.724121
	Iteration 41Q: 3 clusters Score -3.259118e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 238150 members 
Entering Unmasked Estep 
Score: -32591162.000000 Penalty: 6152.724121
	Iteration 42Q: 3 clusters Score -3.259116e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 238300 members 
Entering Unmasked Estep 
Score: -32591062.000000 Penalty: 6152.724121
	Iteration 43Q: 3 clusters Score -3.259106e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 238453 members 
Entering Unmasked Estep 
Score: -32591014.000000 Penalty: 6152.724121
	Iteration 44Q: 3 clusters Score -3.259101e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 238600 members 
Entering Unmasked Estep 
Score: -32590934.000000 Penalty: 6152.724121
	Iteration 45Q: 3 clusters Score -3.259093e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 238738 members 
Entering Unmasked Estep 
Score: -32590886.000000 Penalty: 6152.724121
	Iteration 46Q: 3 clusters Score -3.259089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 238851 members 
Entering Unmasked Estep 
Score: -32590836.000000 Penalty: 6152.724121
	Iteration 47Q: 3 clusters Score -3.259084e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 238969 members 
Entering Unmasked Estep 
Score: -32590830.000000 Penalty: 6152.724121
	Iteration 48Q: 3 clusters Score -3.259083e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 239074 members 
Entering Unmasked Estep 
Score: -32590814.000000 Penalty: 6152.724121
	Iteration 49Q: 3 clusters Score -3.259081e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 239185 members 
Entering Unmasked Estep 
Score: -32590792.000000 Penalty: 6152.724121
	Iteration 50Q: 3 clusters Score -3.259079e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 239292 members 
Entering Unmasked Estep 
Score: -32590754.000000 Penalty: 6152.724121
	Iteration 51Q: 3 clusters Score -3.259075e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 239393 members 
Entering Unmasked Estep 
Score: -32590704.000000 Penalty: 6152.724121
	Iteration 52Q: 3 clusters Score -3.25907e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 239494 members 
Entering Unmasked Estep 
Score: -32590694.000000 Penalty: 6152.724121
	Iteration 53Q: 3 clusters Score -3.259069e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 239607 members 
Entering Unmasked Estep 
Score: -32590692.000000 Penalty: 6152.724121
	Iteration 54Q: 3 clusters Score -3.259069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 239707 members 
Entering Unmasked Estep 
Score: -32590632.000000 Penalty: 6152.724121
	Iteration 55Q: 3 clusters Score -3.259063e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 239795 members 
Entering Unmasked Estep 
Score: -32590630.000000 Penalty: 6152.724121
	Iteration 56Q: 3 clusters Score -3.259063e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 239885 members 
Entering Unmasked Estep 
Score: -32590646.000000 Penalty: 6152.724121
	Iteration 57Q: 3 clusters Score -3.259065e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 239980 members 
Entering Unmasked Estep 
Score: -32590578.000000 Penalty: 6152.724121
	Iteration 58Q: 3 clusters Score -3.259058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 240061 members 
Entering Unmasked Estep 
Score: -32590544.000000 Penalty: 6152.724121
	Iteration 59Q: 3 clusters Score -3.259054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 240130 members 
Entering Unmasked Estep 
Score: -32590508.000000 Penalty: 6152.724121
	Iteration 60F: 3 clusters Score -3.259051e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 240183 members 
Entering Unmasked Estep 
Score: -32590510.000000 Penalty: 6152.724121
	Iteration 61Q: 3 clusters Score -3.259051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 240234 members 
Entering Unmasked Estep 
Score: -32590514.000000 Penalty: 6152.724121
	Iteration 62Q: 3 clusters Score -3.259051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 240273 members 
Entering Unmasked Estep 
Score: -32590512.000000 Penalty: 6152.724121
	Iteration 63Q: 3 clusters Score -3.259051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 240310 members 
Entering Unmasked Estep 
Score: -32590498.000000 Penalty: 6152.724121
	Iteration 64Q: 3 clusters Score -3.25905e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 240347 members 
Entering Unmasked Estep 
Score: -32590484.000000 Penalty: 6152.724121
	Iteration 65Q: 3 clusters Score -3.259048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 240370 members 
Entering Unmasked Estep 
Score: -32590464.000000 Penalty: 6152.724121
	Iteration 66Q: 3 clusters Score -3.259046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 240390 members 
Entering Unmasked Estep 
Score: -32590448.000000 Penalty: 6152.724121
	Iteration 67Q: 3 clusters Score -3.259045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 240421 members 
Entering Unmasked Estep 
Score: -32590446.000000 Penalty: 6152.724121
	Iteration 68Q: 3 clusters Score -3.259045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 240446 members 
Entering Unmasked Estep 
Score: -32590440.000000 Penalty: 6152.724121
	Iteration 69Q: 3 clusters Score -3.259044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 240472 members 
Entering Unmasked Estep 
Score: -32590454.000000 Penalty: 6152.724121
	Iteration 70Q: 3 clusters Score -3.259045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 240497 members 
Entering Unmasked Estep 
Score: -32590452.000000 Penalty: 6152.724121
	Iteration 71Q: 3 clusters Score -3.259045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 240511 members 
Entering Unmasked Estep 
Score: -32590470.000000 Penalty: 6152.724121
	Iteration 72Q: 3 clusters Score -3.259047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 240529 members 
Entering Unmasked Estep 
Score: -32590444.000000 Penalty: 6152.724121
	Iteration 73Q: 3 clusters Score -3.259044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 240543 members 
Entering Unmasked Estep 
Score: -32590416.000000 Penalty: 6152.724121
	Iteration 74Q: 3 clusters Score -3.259042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 240568 members 
Entering Unmasked Estep 
Score: -32590424.000000 Penalty: 6152.724121
	Iteration 75Q: 3 clusters Score -3.259042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 240592 members 
Entering Unmasked Estep 
Score: -32590404.000000 Penalty: 6152.724121
	Iteration 76Q: 3 clusters Score -3.25904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 240619 members 
Entering Unmasked Estep 
Score: -32590432.000000 Penalty: 6152.724121
	Iteration 77Q: 3 clusters Score -3.259043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 240634 members 
Entering Unmasked Estep 
Score: -32590382.000000 Penalty: 6152.724121
	Iteration 78Q: 3 clusters Score -3.259038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 240639 members 
Entering Unmasked Estep 
Score: -32590390.000000 Penalty: 6152.724121
	Iteration 79Q: 3 clusters Score -3.259039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 240647 members 
Entering Unmasked Estep 
Score: -32590396.000000 Penalty: 6152.724121
	Iteration 80F: 3 clusters Score -3.25904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 240655 members 
Entering Unmasked Estep 
Score: -32590378.000000 Penalty: 6152.724121
	Iteration 81Q: 3 clusters Score -3.259038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 240663 members 
Entering Unmasked Estep 
Score: -32590384.000000 Penalty: 6152.724121
	Iteration 82Q: 3 clusters Score -3.259038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 240672 members 
Entering Unmasked Estep 
Score: -32590416.000000 Penalty: 6152.724121
	Iteration 83Q: 3 clusters Score -3.259042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 240685 members 
Entering Unmasked Estep 
Score: -32590392.000000 Penalty: 6152.724121
	Iteration 84Q: 3 clusters Score -3.259039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 240695 members 
Entering Unmasked Estep 
Score: -32590402.000000 Penalty: 6152.724121
	Iteration 85Q: 3 clusters Score -3.25904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 240699 members 
Entering Unmasked Estep 
Score: -32590392.000000 Penalty: 6152.724121
	Iteration 86Q: 3 clusters Score -3.259039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 240703 members 
Entering Unmasked Estep 
Score: -32590418.000000 Penalty: 6152.724121
	Iteration 87Q: 3 clusters Score -3.259042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 240713 members 
Entering Unmasked Estep 
Score: -32590394.000000 Penalty: 6152.724121
	Iteration 88Q: 3 clusters Score -3.259039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 240719 members 
Entering Unmasked Estep 
Score: -32590396.000000 Penalty: 6152.724121
	Iteration 89Q: 3 clusters Score -3.25904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 240724 members 
Entering Unmasked Estep 
Score: -32590394.000000 Penalty: 6152.724121
	Iteration 90Q: 3 clusters Score -3.259039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 240731 members 
Entering Unmasked Estep 
Score: -32590378.000000 Penalty: 6152.724121
	Iteration 91Q: 3 clusters Score -3.259038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 240738 members 
Entering Unmasked Estep 
Score: -32590386.000000 Penalty: 6152.724121
	Iteration 92Q: 3 clusters Score -3.259039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 240746 members 
Entering Unmasked Estep 
Score: -32590348.000000 Penalty: 6152.724121
	Iteration 93Q: 3 clusters Score -3.259035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 240760 members 
Entering Unmasked Estep 
Score: -32590346.000000 Penalty: 6152.724121
	Iteration 94Q: 3 clusters Score -3.259035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 240773 members 
Entering Unmasked Estep 
Score: -32590372.000000 Penalty: 6152.724121
	Iteration 95Q: 3 clusters Score -3.259037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 240781 members 
Entering Unmasked Estep 
Score: -32590388.000000 Penalty: 6152.724121
	Iteration 96Q: 3 clusters Score -3.259039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 240787 members 
Entering Unmasked Estep 
Score: -32590374.000000 Penalty: 6152.724121
	Iteration 97Q: 3 clusters Score -3.259037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 240794 members 
Entering Unmasked Estep 
Score: -32590370.000000 Penalty: 6152.724121
	Iteration 98Q: 3 clusters Score -3.259037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 240799 members 
Entering Unmasked Estep 
Score: -32590364.000000 Penalty: 6152.724121
	Iteration 99Q: 3 clusters Score -3.259036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 240804 members 
Entering Unmasked Estep 
Score: -32590374.000000 Penalty: 6152.724121
	Iteration 100F: 3 clusters Score -3.259037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 240807 members 
Entering Unmasked Estep 
Score: -32590372.000000 Penalty: 6152.724121
	Iteration 101Q: 3 clusters Score -3.259037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 240813 members 
Entering Unmasked Estep 
Score: -32590374.000000 Penalty: 6152.724121
	Iteration 102Q: 3 clusters Score -3.259037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 240820 members 
Entering Unmasked Estep 
Score: -32590400.000000 Penalty: 6152.724121
	Iteration 103Q: 3 clusters Score -3.25904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 240825 members 
Entering Unmasked Estep 
Score: -32590406.000000 Penalty: 6152.724121
	Iteration 104Q: 3 clusters Score -3.259041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 240826 members 
Entering Unmasked Estep 
Score: -32590418.000000 Penalty: 6152.724121
	Iteration 105Q: 3 clusters Score -3.259042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 240828 members 
Entering Unmasked Estep 
Score: -32590398.000000 Penalty: 6152.724121
	Iteration 106Q: 3 clusters Score -3.25904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 240828 members 
Entering Unmasked Estep 
Score: -32590398.000000 Penalty: 6152.724121
	Iteration 107F: 3 clusters Score -3.25904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Entering Unmasked Estep 
Score: -9163110.000000 Penalty: 2758.420898
	Iteration 0F: 2 clusters Score -9163110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -9117836.000000 Penalty: 5516.841797
	Iteration 0F: 3 clusters Score -9117836 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -9135914.000000 Penalty: 5516.841797
	Iteration 1F: 3 clusters Score -9135914 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -9136798.000000 Penalty: 5516.841797
	Iteration 2Q: 3 clusters Score -9136798 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -9137890.000000 Penalty: 5516.841797
	Iteration 3Q: 3 clusters Score -9137890 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -9139397.000000 Penalty: 5516.841797
	Iteration 4Q: 3 clusters Score -9139397 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -9141550.000000 Penalty: 5516.841797
	Iteration 5F: 3 clusters Score -9141550 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -9144518.000000 Penalty: 5516.841797
	Iteration 6F: 3 clusters Score -9144518 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -9148125.000000 Penalty: 5516.841797
	Iteration 7F: 3 clusters Score -9148125 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -9151927.000000 Penalty: 5516.841797
	Iteration 8F: 3 clusters Score -9151927 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -9155133.000000 Penalty: 5516.841797
	Iteration 9F: 3 clusters Score -9155133 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -9157319.000000 Penalty: 5516.841797
	Iteration 10Q: 3 clusters Score -9157319 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9158606.000000 Penalty: 5516.841797
	Iteration 11Q: 3 clusters Score -9158606 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9159484.000000 Penalty: 5516.841797
	Iteration 12Q: 3 clusters Score -9159484 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9159952.000000 Penalty: 5516.841797
	Iteration 13Q: 3 clusters Score -9159952 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9160240.000000 Penalty: 5516.841797
	Iteration 14Q: 3 clusters Score -9160240 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9160382 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9160478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9160562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9160635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9160700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9160722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9160755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9160774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9160783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9160793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9160806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9160811.000000 Penalty: 5516.841797
	Iteration 26Q: 3 clusters Score -9160811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9160818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9160820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9160826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9160822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9160827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9160830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9160830.000000 Penalty: 5516.841797
	Iteration 33F: 3 clusters Score -9160830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 4 contains 123368 members 
Mstep: Class 8 contains 146589 members 
Mstep: Class 9 contains 150935 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 182431 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 15 contains 127609 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 32293 members 
Mstep: Class 19 contains 171746 members 
Mstep: Class 20 contains 243942 members 
Mstep: Class 22 contains 67688 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -1.803205e+08 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 122321 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 10975 members 
Mstep: Class 8 contains 145491 members 
Mstep: Class 9 contains 153661 members 
Mstep: Class 10 contains 42044 members 
Mstep: Class 11 contains 182207 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 15 contains 127117 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 33040 members 
Mstep: Class 19 contains 173227 members 
Mstep: Class 20 contains 241457 members 
Mstep: Class 22 contains 66893 members 
Entering Unmasked Estep 
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Iteration 40F: 20 clusters Score -1.803256e+08 nChanged 22791
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 120800 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 11413 members 
Mstep: Class 8 contains 143993 members 
Mstep: Class 9 contains 157223 members 
Mstep: Class 10 contains 41905 members 
Mstep: Class 11 contains 182409 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 15 contains 126478 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 33772 members 
Mstep: Class 19 contains 174033 members 
Mstep: Class 20 contains 239618 members 
Mstep: Class 22 contains 66006 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -1.80328e+08 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 6800 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 119368 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 11687 members 
Mstep: Class 8 contains 143117 members 
Mstep: Class 9 contains 160507 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 11 contains 181841 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 15 contains 126005 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 174802 members 
Mstep: Class 20 contains 238290 members 
Mstep: Class 22 contains 65192 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -1.803306e+08 nChanged 19594
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 6698 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 118147 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 11881 members 
Mstep: Class 8 contains 143107 members 
Mstep: Class 9 contains 163271 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 11 contains 180883 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 15 contains 125824 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 175405 members 
Mstep: Class 20 contains 236798 members 
Mstep: Class 22 contains 64436 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -1.803328e+08 nChanged 18062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 117097 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 143492 members 
Mstep: Class 9 contains 165656 members 
Mstep: Class 10 contains 41583 members 
Mstep: Class 11 contains 179742 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 15 contains 125762 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 35786 members 
Mstep: Class 19 contains 175850 members 
Mstep: Class 20 contains 235459 members 
Mstep: Class 22 contains 63767 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -1.803339e+08 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 116173 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 144272 members 
Mstep: Class 9 contains 167611 members 
Mstep: Class 10 contains 41471 members 
Mstep: Class 11 contains 178504 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 15 contains 125869 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 36361 members 
Mstep: Class 19 contains 175992 members 
Mstep: Class 20 contains 234383 members 
Mstep: Class 22 contains 63152 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -1.803347e+08 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 115393 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 145402 members 
Mstep: Class 9 contains 169310 members 
Mstep: Class 10 contains 41361 members 
Mstep: Class 11 contains 177318 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 15 contains 125928 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 36859 members 
Mstep: Class 19 contains 176000 members 
Mstep: Class 20 contains 233307 members 
Mstep: Class 22 contains 62558 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -1.803353e+08 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 114703 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 8 contains 146918 members 
Mstep: Class 9 contains 170497 members 
Mstep: Class 10 contains 41273 members 
Mstep: Class 11 contains 176196 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 15 contains 126070 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 37317 members 
Mstep: Class 19 contains 175907 members 
Mstep: Class 20 contains 232233 members 
Mstep: Class 22 contains 61991 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.803364e+08 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 3126 members 
Mstep: Class 4 contains 114076 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12382 members 
Mstep: Class 8 contains 148692 members 
Mstep: Class 9 contains 171211 members 
Mstep: Class 10 contains 41189 members 
Mstep: Class 11 contains 175185 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 15 contains 126316 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 37713 members 
Mstep: Class 19 contains 175689 members 
Mstep: Class 20 contains 231230 members 
Mstep: Class 22 contains 61459 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.803369e+08 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 113560 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 150703 members 
Mstep: Class 9 contains 171655 members 
Mstep: Class 10 contains 41079 members 
Mstep: Class 11 contains 174262 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 15 contains 126576 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 38064 members 
Mstep: Class 19 contains 175400 members 
Mstep: Class 20 contains 230217 members 
Mstep: Class 22 contains 60973 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.803375e+08 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 113147 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12485 members 
Mstep: Class 8 contains 152713 members 
Mstep: Class 9 contains 171943 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 173449 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 15 contains 126820 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 38371 members 
Mstep: Class 19 contains 175048 members 
Mstep: Class 20 contains 229256 members 
Mstep: Class 22 contains 60525 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.80337e+08 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 112844 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12555 members 
Mstep: Class 8 contains 154847 members 
Mstep: Class 9 contains 172063 members 
Mstep: Class 10 contains 40870 members 
Mstep: Class 11 contains 172634 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 15 contains 127018 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 38684 members 
Mstep: Class 19 contains 174525 members 
Mstep: Class 20 contains 228359 members 
Mstep: Class 22 contains 60146 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.803371e+08 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 112582 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 156900 members 
Mstep: Class 9 contains 172068 members 
Mstep: Class 10 contains 40788 members 
Mstep: Class 11 contains 172014 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 15 contains 127275 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 39019 members 
Mstep: Class 19 contains 173915 members 
Mstep: Class 20 contains 227397 members 
Mstep: Class 22 contains 59799 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.803371e+08 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 5871 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 112378 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 158675 members 
Mstep: Class 9 contains 172024 members 
Mstep: Class 10 contains 40720 members 
Mstep: Class 11 contains 171413 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 15 contains 127549 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 39285 members 
Mstep: Class 19 contains 173289 members 
Mstep: Class 20 contains 226673 members 
Mstep: Class 22 contains 59489 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.803372e+08 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 112277 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 160147 members 
Mstep: Class 9 contains 171943 members 
Mstep: Class 10 contains 40639 members 
Mstep: Class 11 contains 170847 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 15 contains 127864 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 39543 members 
Mstep: Class 19 contains 172633 members 
Mstep: Class 20 contains 226158 members 
Mstep: Class 22 contains 59205 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.803363e+08 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 5785 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 112210 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12822 members 
Mstep: Class 8 contains 161226 members 
Mstep: Class 9 contains 171974 members 
Mstep: Class 10 contains 40556 members 
Mstep: Class 11 contains 170416 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 15 contains 128144 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 18 contains 39775 members 
Mstep: Class 19 contains 172011 members 
Mstep: Class 20 contains 225783 members 
Mstep: Class 22 contains 58971 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.803357e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 112173 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12870 members 
Mstep: Class 8 contains 162085 members 
Mstep: Class 9 contains 172016 members 
Mstep: Class 10 contains 40500 members 
Mstep: Class 11 contains 170116 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 15 contains 128414 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 40013 members 
Mstep: Class 19 contains 171396 members 
Mstep: Class 20 contains 225456 members 
Mstep: Class 22 contains 58755 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.803358e+08 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 112195 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12913 members 
Mstep: Class 8 contains 162737 members 
Mstep: Class 9 contains 172052 members 
Mstep: Class 10 contains 40456 members 
Mstep: Class 11 contains 169827 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 15 contains 128737 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 40296 members 
Mstep: Class 19 contains 170813 members 
Mstep: Class 20 contains 225137 members 
Mstep: Class 22 contains 58529 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.803358e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 5685 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 112193 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 163232 members 
Mstep: Class 9 contains 172057 members 
Mstep: Class 10 contains 40398 members 
Mstep: Class 11 contains 169619 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 15 contains 129077 members 
Mstep: Class 17 contains 1982 members 
Mstep: Class 18 contains 40516 members 
Mstep: Class 19 contains 170388 members 
Mstep: Class 20 contains 224839 members 
Mstep: Class 22 contains 58312 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.803352e+08 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 112183 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13000 members 
Mstep: Class 8 contains 163521 members 
Mstep: Class 9 contains 172170 members 
Mstep: Class 10 contains 40349 members 
Mstep: Class 11 contains 169458 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 15 contains 129342 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 40755 members 
Mstep: Class 19 contains 170034 members 
Mstep: Class 20 contains 224581 members 
Mstep: Class 22 contains 58098 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.803352e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 112192 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 163733 members 
Mstep: Class 9 contains 172256 members 
Mstep: Class 10 contains 40290 members 
Mstep: Class 11 contains 169397 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 15 contains 129625 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 40970 members 
Mstep: Class 19 contains 169730 members 
Mstep: Class 20 contains 224251 members 
Mstep: Class 22 contains 57909 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.803353e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 3484 members 
Mstep: Class 4 contains 112211 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13071 members 
Mstep: Class 8 contains 163747 members 
Mstep: Class 9 contains 172355 members 
Mstep: Class 10 contains 40227 members 
Mstep: Class 11 contains 169352 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 15 contains 129947 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 41178 members 
Mstep: Class 19 contains 169426 members 
Mstep: Class 20 contains 224003 members 
Mstep: Class 22 contains 57765 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.803346e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 3493 members 
Mstep: Class 4 contains 112247 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13103 members 
Mstep: Class 8 contains 163628 members 
Mstep: Class 9 contains 172474 members 
Mstep: Class 10 contains 40161 members 
Mstep: Class 11 contains 169371 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 15 contains 130340 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 41363 members 
Mstep: Class 19 contains 169126 members 
Mstep: Class 20 contains 223788 members 
Mstep: Class 22 contains 57598 members 
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Iteration 62Q: 20 clusters Score -1.803342e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 112259 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 163606 members 
Mstep: Class 9 contains 172568 members 
Mstep: Class 10 contains 40104 members 
Mstep: Class 11 contains 169396 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 130720 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 41531 members 
Mstep: Class 19 contains 168863 members 
Mstep: Class 20 contains 223514 members 
Mstep: Class 22 contains 57457 members 
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Iteration 63Q: 20 clusters Score -1.803338e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 112258 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13169 members 
Mstep: Class 8 contains 163538 members 
Mstep: Class 9 contains 172634 members 
Mstep: Class 10 contains 40050 members 
Mstep: Class 11 contains 169471 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 131154 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 41712 members 
Mstep: Class 19 contains 168588 members 
Mstep: Class 20 contains 223227 members 
Mstep: Class 22 contains 57309 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.803338e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 112267 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 163478 members 
Mstep: Class 9 contains 172661 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 169552 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 131581 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 41909 members 
Mstep: Class 19 contains 168310 members 
Mstep: Class 20 contains 222914 members 
Mstep: Class 22 contains 57175 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.803335e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 112265 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13224 members 
Mstep: Class 8 contains 163314 members 
Mstep: Class 9 contains 172777 members 
Mstep: Class 10 contains 39971 members 
Mstep: Class 11 contains 169566 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 15 contains 131999 members 
Mstep: Class 17 contains 2024 members 
Mstep: Class 18 contains 42122 members 
Mstep: Class 19 contains 168068 members 
Mstep: Class 20 contains 222640 members 
Mstep: Class 22 contains 57057 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.803334e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 112243 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13233 members 
Mstep: Class 8 contains 163045 members 
Mstep: Class 9 contains 172914 members 
Mstep: Class 10 contains 39917 members 
Mstep: Class 11 contains 169579 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 15 contains 132440 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 42347 members 
Mstep: Class 19 contains 167835 members 
Mstep: Class 20 contains 222471 members 
Mstep: Class 22 contains 56942 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.803335e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 5634 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 112245 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 162765 members 
Mstep: Class 9 contains 173070 members 
Mstep: Class 10 contains 39879 members 
Mstep: Class 11 contains 169591 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 15 contains 132812 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 42597 members 
Mstep: Class 19 contains 167614 members 
Mstep: Class 20 contains 222296 members 
Mstep: Class 22 contains 56810 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.803338e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 112236 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 162444 members 
Mstep: Class 9 contains 173193 members 
Mstep: Class 10 contains 39830 members 
Mstep: Class 11 contains 169605 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 15 contains 133223 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 42861 members 
Mstep: Class 19 contains 167431 members 
Mstep: Class 20 contains 222112 members 
Mstep: Class 22 contains 56688 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.803333e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 112240 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13311 members 
Mstep: Class 8 contains 162052 members 
Mstep: Class 9 contains 173332 members 
Mstep: Class 10 contains 39779 members 
Mstep: Class 11 contains 169624 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 15 contains 133676 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 43058 members 
Mstep: Class 19 contains 167312 members 
Mstep: Class 20 contains 221895 members 
Mstep: Class 22 contains 56568 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.803334e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 112270 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13337 members 
Mstep: Class 8 contains 161657 members 
Mstep: Class 9 contains 173493 members 
Mstep: Class 10 contains 39747 members 
Mstep: Class 11 contains 169659 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 15 contains 134155 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 43255 members 
Mstep: Class 19 contains 167148 members 
Mstep: Class 20 contains 221673 members 
Mstep: Class 22 contains 56441 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.803337e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 112312 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13359 members 
Mstep: Class 8 contains 161312 members 
Mstep: Class 9 contains 173664 members 
Mstep: Class 10 contains 39717 members 
Mstep: Class 11 contains 169676 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 15 contains 134607 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 43441 members 
Mstep: Class 19 contains 166986 members 
Mstep: Class 20 contains 221414 members 
Mstep: Class 22 contains 56332 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -1.80334e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 112354 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13393 members 
Mstep: Class 8 contains 161032 members 
Mstep: Class 9 contains 173817 members 
Mstep: Class 10 contains 39672 members 
Mstep: Class 11 contains 169689 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 15 contains 135015 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 43637 members 
Mstep: Class 19 contains 166826 members 
Mstep: Class 20 contains 221121 members 
Mstep: Class 22 contains 56262 members 
Entering Unmasked Estep 
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Iteration 73Q: 20 clusters Score -1.803336e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 112354 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 160776 members 
Mstep: Class 9 contains 174026 members 
Mstep: Class 10 contains 39625 members 
Mstep: Class 11 contains 169713 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 15 contains 135379 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 43839 members 
Mstep: Class 19 contains 166633 members 
Mstep: Class 20 contains 220831 members 
Mstep: Class 22 contains 56201 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -1.803337e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 112349 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13462 members 
Mstep: Class 8 contains 160547 members 
Mstep: Class 9 contains 174148 members 
Mstep: Class 10 contains 39587 members 
Mstep: Class 11 contains 169745 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 15 contains 135790 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 44033 members 
Mstep: Class 19 contains 166478 members 
Mstep: Class 20 contains 220524 members 
Mstep: Class 22 contains 56121 members 
Entering Unmasked Estep 
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Iteration 75Q: 20 clusters Score -1.80334e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 112351 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13497 members 
Mstep: Class 8 contains 160260 members 
Mstep: Class 9 contains 174288 members 
Mstep: Class 10 contains 39557 members 
Mstep: Class 11 contains 169799 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 136129 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 44195 members 
Mstep: Class 19 contains 166356 members 
Mstep: Class 20 contains 220272 members 
Mstep: Class 22 contains 56060 members 
Entering Unmasked Estep 
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Iteration 76Q: 20 clusters Score -1.803334e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 112378 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13524 members 
Mstep: Class 8 contains 160034 members 
Mstep: Class 9 contains 174452 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 169829 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 136473 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 44327 members 
Mstep: Class 19 contains 166233 members 
Mstep: Class 20 contains 219970 members 
Mstep: Class 22 contains 56003 members 
Entering Unmasked Estep 
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Iteration 77Q: 20 clusters Score -1.803333e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 112403 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13552 members 
Mstep: Class 8 contains 159812 members 
Mstep: Class 9 contains 174644 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 169845 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 15 contains 136844 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 166098 members 
Mstep: Class 20 contains 219688 members 
Mstep: Class 22 contains 55952 members 
Entering Unmasked Estep 
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Iteration 78Q: 20 clusters Score -1.80333e+08 nChanged 2947
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (60856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Entering Unmasked Estep 
Score: -7914410.000000 Penalty: 2732.033936
	Iteration 0F: 2 clusters Score -7914410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7873638 nChanged 28287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7889347 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7889842 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7890389 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7891108 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7892126 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7893667 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7896276 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7900130 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7904716 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7908522 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7910614 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7911466 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7911748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7911880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7911922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7911956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7911970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7912002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7912013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7912034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7912048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7912060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7912072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7912078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7912076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7912084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7912086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7912086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7912098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7912102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7912100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7912106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7912104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7912101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -7912101.000000 Penalty: 5464.067871
	Iteration 35F: 3 clusters Score -7912101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -741722.312500 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -741722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -736832.562500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -736832.6 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -738024.875000 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -738024.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -738230.562500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -738230.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -738346.812500 Penalty: 4276.826660
	Iteration 3Q: 3 clusters Score -738346.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -738429.125000 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -738429.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -738489.500000 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -738489.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -738533.812500 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -738533.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -738578.312500 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -738578.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -738618.000000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -738618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -738650.750000 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -738650.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -738681.687500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -738681.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -738709.437500 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -738709.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -738729.687500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -738729.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -738748.500000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -738748.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -738765.500000 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -738765.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -738785.875000 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -738785.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -738803.875000 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -738803.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -738821.250000 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -738821.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -738836.187500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -738836.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -738848.187500 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -738848.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -738857.062500 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -738857.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -738868.875000 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -738868.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -738880.125000 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -738880.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -738893.812500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -738893.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -738907.937500 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -738907.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -738922.375000 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -738922.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -738945.375000 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -738945.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -738977.312500 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -738977.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -738999.375000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -738999.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -739022.812500 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -739022.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -739051.562500 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -739051.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -739092.000000 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -739092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -739128.000000 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -739128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -739165.437500 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -739165.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -739215.062500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -739215.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -739263.000000 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -739263 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -739318.875000 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -739318.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -739374.750000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -739374.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -739439.250000 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -739439.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -739493.312500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -739493.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -739566.125000 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -739566.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -739624.500000 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -739624.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -739667.562500 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -739667.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -739703.875000 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -739703.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -739736.375000 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -739736.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -739761.437500 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -739761.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -739777.062500 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -739777.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -739793.125000 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -739793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -739799.437500 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -739799.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -739803.375000 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -739803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -739812.625000 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -739812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -739823.875000 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -739823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -739830.312500 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -739830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -739836.875000 Penalty: 4276.826660
	Iteration 53Q: 3 clusters Score -739836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -739839.562500 Penalty: 4276.826660
	Iteration 54Q: 3 clusters Score -739839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -739850.062500 Penalty: 4276.826660
	Iteration 55Q: 3 clusters Score -739850.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -739860.375000 Penalty: 4276.826660
	Iteration 56Q: 3 clusters Score -739860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -739867.750000 Penalty: 4276.826660
	Iteration 57Q: 3 clusters Score -739867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -739873.437500 Penalty: 4276.826660
	Iteration 58Q: 3 clusters Score -739873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -739877.750000 Penalty: 4276.826660
	Iteration 59Q: 3 clusters Score -739877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -739882.625000 Penalty: 4276.826660
	Iteration 60F: 3 clusters Score -739882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -739889.187500 Penalty: 4276.826660
	Iteration 61Q: 3 clusters Score -739889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -739890.250000 Penalty: 4276.826660
	Iteration 62Q: 3 clusters Score -739890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -739891.500000 Penalty: 4276.826660
	Iteration 63Q: 3 clusters Score -739891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -739895.875000 Penalty: 4276.826660
	Iteration 64Q: 3 clusters Score -739895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -739897.062500 Penalty: 4276.826660
	Iteration 65Q: 3 clusters Score -739897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -739899.000000 Penalty: 4276.826660
	Iteration 66Q: 3 clusters Score -739899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -739900.312500 Penalty: 4276.826660
	Iteration 67Q: 3 clusters Score -739900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -739900.312500 Penalty: 4276.826660
	Iteration 68F: 3 clusters Score -739900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -459278.750000 Penalty: 2031.276733
	Iteration 0F: 2 clusters Score -459278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -455650.375000 Penalty: 4062.553467
	Iteration 0F: 3 clusters Score -455650.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456449.156250 Penalty: 4062.553467
	Iteration 1F: 3 clusters Score -456449.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -456629.406250 Penalty: 4062.553467
	Iteration 2F: 3 clusters Score -456629.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -456731.937500 Penalty: 4062.553467
	Iteration 3Q: 3 clusters Score -456731.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456801.156250 Penalty: 4062.553467
	Iteration 4Q: 3 clusters Score -456801.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -456852.781250 Penalty: 4062.553467
	Iteration 5Q: 3 clusters Score -456852.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -456907.375000 Penalty: 4062.553467
	Iteration 6Q: 3 clusters Score -456907.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -456967.312500 Penalty: 4062.553467
	Iteration 7Q: 3 clusters Score -456967.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -457018.281250 Penalty: 4062.553467
	Iteration 8Q: 3 clusters Score -457018.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -457069.812500 Penalty: 4062.553467
	Iteration 9Q: 3 clusters Score -457069.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457118.593750 Penalty: 4062.553467
	Iteration 10Q: 3 clusters Score -457118.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -457164.250000 Penalty: 4062.553467
	Iteration 11Q: 3 clusters Score -457164.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457197.000000 Penalty: 4062.553467
	Iteration 12Q: 3 clusters Score -457197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -457222.625000 Penalty: 4062.553467
	Iteration 13Q: 3 clusters Score -457222.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457244.000000 Penalty: 4062.553467
	Iteration 14Q: 3 clusters Score -457244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -457265.250000 Penalty: 4062.553467
	Iteration 15Q: 3 clusters Score -457265.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -457284.468750 Penalty: 4062.553467
	Iteration 16Q: 3 clusters Score -457284.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -457299.250000 Penalty: 4062.553467
	Iteration 17Q: 3 clusters Score -457299.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -457311.406250 Penalty: 4062.553467
	Iteration 18Q: 3 clusters Score -457311.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -457320.718750 Penalty: 4062.553467
	Iteration 19Q: 3 clusters Score -457320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -457326.906250 Penalty: 4062.553467
	Iteration 20F: 3 clusters Score -457326.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -457334.937500 Penalty: 4062.553467
	Iteration 21Q: 3 clusters Score -457334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -457342.906250 Penalty: 4062.553467
	Iteration 22Q: 3 clusters Score -457342.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -457354.968750 Penalty: 4062.553467
	Iteration 23Q: 3 clusters Score -457355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -457363.593750 Penalty: 4062.553467
	Iteration 24Q: 3 clusters Score -457363.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -457373.125000 Penalty: 4062.553467
	Iteration 25Q: 3 clusters Score -457373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -457382.500000 Penalty: 4062.553467
	Iteration 26Q: 3 clusters Score -457382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -457389.906250 Penalty: 4062.553467
	Iteration 27Q: 3 clusters Score -457389.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -457395.125000 Penalty: 4062.553467
	Iteration 28Q: 3 clusters Score -457395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -457400.312500 Penalty: 4062.553467
	Iteration 29Q: 3 clusters Score -457400.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -457406.625000 Penalty: 4062.553467
	Iteration 30Q: 3 clusters Score -457406.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -457414.593750 Penalty: 4062.553467
	Iteration 31Q: 3 clusters Score -457414.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -457425.281250 Penalty: 4062.553467
	Iteration 32Q: 3 clusters Score -457425.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -457436.375000 Penalty: 4062.553467
	Iteration 33Q: 3 clusters Score -457436.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -457445.156250 Penalty: 4062.553467
	Iteration 34Q: 3 clusters Score -457445.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -457456.781250 Penalty: 4062.553467
	Iteration 35Q: 3 clusters Score -457456.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -457468.937500 Penalty: 4062.553467
	Iteration 36Q: 3 clusters Score -457468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -457481.468750 Penalty: 4062.553467
	Iteration 37Q: 3 clusters Score -457481.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -457490.281250 Penalty: 4062.553467
	Iteration 38Q: 3 clusters Score -457490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -457496.031250 Penalty: 4062.553467
	Iteration 39Q: 3 clusters Score -457496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -457508.906250 Penalty: 4062.553467
	Iteration 40F: 3 clusters Score -457508.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -457523.500000 Penalty: 4062.553467
	Iteration 41Q: 3 clusters Score -457523.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -457539.250000 Penalty: 4062.553467
	Iteration 42Q: 3 clusters Score -457539.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -457553.062500 Penalty: 4062.553467
	Iteration 43Q: 3 clusters Score -457553.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -457568.531250 Penalty: 4062.553467
	Iteration 44Q: 3 clusters Score -457568.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -457582.250000 Penalty: 4062.553467
	Iteration 45Q: 3 clusters Score -457582.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -457595.281250 Penalty: 4062.553467
	Iteration 46Q: 3 clusters Score -457595.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -457608.218750 Penalty: 4062.553467
	Iteration 47Q: 3 clusters Score -457608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -457620.468750 Penalty: 4062.553467
	Iteration 48Q: 3 clusters Score -457620.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -457635.875000 Penalty: 4062.553467
	Iteration 49Q: 3 clusters Score -457635.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -457641.156250 Penalty: 4062.553467
	Iteration 50Q: 3 clusters Score -457641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -457647.468750 Penalty: 4062.553467
	Iteration 51Q: 3 clusters Score -457647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -457655.906250 Penalty: 4062.553467
	Iteration 52Q: 3 clusters Score -457655.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -457663.468750 Penalty: 4062.553467
	Iteration 53Q: 3 clusters Score -457663.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -457670.562500 Penalty: 4062.553467
	Iteration 54Q: 3 clusters Score -457670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -457676.500000 Penalty: 4062.553467
	Iteration 55Q: 3 clusters Score -457676.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -457683.593750 Penalty: 4062.553467
	Iteration 56Q: 3 clusters Score -457683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -457691.437500 Penalty: 4062.553467
	Iteration 57Q: 3 clusters Score -457691.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -457700.093750 Penalty: 4062.553467
	Iteration 58Q: 3 clusters Score -457700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -457707.812500 Penalty: 4062.553467
	Iteration 59Q: 3 clusters Score -457707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -457720.281250 Penalty: 4062.553467
	Iteration 60F: 3 clusters Score -457720.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -457734.687500 Penalty: 4062.553467
	Iteration 61Q: 3 clusters Score -457734.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -457747.968750 Penalty: 4062.553467
	Iteration 62Q: 3 clusters Score -457748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -457758.562500 Penalty: 4062.553467
	Iteration 63Q: 3 clusters Score -457758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -457766.531250 Penalty: 4062.553467
	Iteration 64Q: 3 clusters Score -457766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -457775.343750 Penalty: 4062.553467
	Iteration 65Q: 3 clusters Score -457775.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -457781.500000 Penalty: 4062.553467
	Iteration 66Q: 3 clusters Score -457781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -457787.562500 Penalty: 4062.553467
	Iteration 67Q: 3 clusters Score -457787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -457792.000000 Penalty: 4062.553467
	Iteration 68Q: 3 clusters Score -457792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -457795.218750 Penalty: 4062.553467
	Iteration 69Q: 3 clusters Score -457795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -457800.343750 Penalty: 4062.553467
	Iteration 70Q: 3 clusters Score -457800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -457804.562500 Penalty: 4062.553467
	Iteration 71Q: 3 clusters Score -457804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -457807.343750 Penalty: 4062.553467
	Iteration 72Q: 3 clusters Score -457807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -457808.937500 Penalty: 4062.553467
	Iteration 73Q: 3 clusters Score -457808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -457811.000000 Penalty: 4062.553467
	Iteration 74Q: 3 clusters Score -457811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -457816.125000 Penalty: 4062.553467
	Iteration 75Q: 3 clusters Score -457816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -457819.437500 Penalty: 4062.553467
	Iteration 76Q: 3 clusters Score -457819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -457822.343750 Penalty: 4062.553467
	Iteration 77Q: 3 clusters Score -457822.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -457822.343750 Penalty: 4062.553467
	Iteration 78F: 3 clusters Score -457822.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Entering Unmasked Estep 
Score: -15178708.000000 Penalty: 2884.232666
	Iteration 0F: 2 clusters Score -1.517871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -15103300.000000 Penalty: 5768.465332
	Iteration 0F: 3 clusters Score -1.51033e+07 nChanged 53505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -15133676.000000 Penalty: 5768.465332
	Iteration 1F: 3 clusters Score -1.513368e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -15134276.000000 Penalty: 5768.465332
	Iteration 2Q: 3 clusters Score -1.513428e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -15134977.000000 Penalty: 5768.465332
	Iteration 3Q: 3 clusters Score -1.513498e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -15135629.000000 Penalty: 5768.465332
	Iteration 4Q: 3 clusters Score -1.513563e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -15136389.000000 Penalty: 5768.465332
	Iteration 5Q: 3 clusters Score -1.513639e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -15137266.000000 Penalty: 5768.465332
	Iteration 6Q: 3 clusters Score -1.513727e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -15138400.000000 Penalty: 5768.465332
	Iteration 7Q: 3 clusters Score -1.51384e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -15139650.000000 Penalty: 5768.465332
	Iteration 8Q: 3 clusters Score -1.513965e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -15141239.000000 Penalty: 5768.465332
	Iteration 9Q: 3 clusters Score -1.514124e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -15143021.000000 Penalty: 5768.465332
	Iteration 10Q: 3 clusters Score -1.514302e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -15144927.000000 Penalty: 5768.465332
	Iteration 11Q: 3 clusters Score -1.514493e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -15146944.000000 Penalty: 5768.465332
	Iteration 12Q: 3 clusters Score -1.514694e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -15149187.000000 Penalty: 5768.465332
	Iteration 13Q: 3 clusters Score -1.514919e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -15151486.000000 Penalty: 5768.465332
	Iteration 14Q: 3 clusters Score -1.515149e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -15154370.000000 Penalty: 5768.465332
	Iteration 15Q: 3 clusters Score -1.515437e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -15157267.000000 Penalty: 5768.465332
	Iteration 16Q: 3 clusters Score -1.515727e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -15159444.000000 Penalty: 5768.465332
	Iteration 17Q: 3 clusters Score -1.515944e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -15160570.000000 Penalty: 5768.465332
	Iteration 18Q: 3 clusters Score -1.516057e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -15161198.000000 Penalty: 5768.465332
	Iteration 19Q: 3 clusters Score -1.51612e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -15161587.000000 Penalty: 5768.465332
	Iteration 20F: 3 clusters Score -1.516159e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -15161888.000000 Penalty: 5768.465332
	Iteration 21Q: 3 clusters Score -1.516189e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -15162226.000000 Penalty: 5768.465332
	Iteration 22Q: 3 clusters Score -1.516223e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -15162536.000000 Penalty: 5768.465332
	Iteration 23Q: 3 clusters Score -1.516254e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -15162825.000000 Penalty: 5768.465332
	Iteration 24Q: 3 clusters Score -1.516282e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -15163148.000000 Penalty: 5768.465332
	Iteration 25Q: 3 clusters Score -1.516315e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -15163442.000000 Penalty: 5768.465332
	Iteration 26Q: 3 clusters Score -1.516344e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -15163708.000000 Penalty: 5768.465332
	Iteration 27Q: 3 clusters Score -1.516371e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -15164094.000000 Penalty: 5768.465332
	Iteration 28Q: 3 clusters Score -1.516409e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -15164479.000000 Penalty: 5768.465332
	Iteration 29Q: 3 clusters Score -1.516448e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -15164778.000000 Penalty: 5768.465332
	Iteration 30Q: 3 clusters Score -1.516478e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -15165128.000000 Penalty: 5768.465332
	Iteration 31Q: 3 clusters Score -1.516513e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -15165652.000000 Penalty: 5768.465332
	Iteration 32Q: 3 clusters Score -1.516565e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -15166088.000000 Penalty: 5768.465332
	Iteration 33Q: 3 clusters Score -1.516609e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -15166589.000000 Penalty: 5768.465332
	Iteration 34Q: 3 clusters Score -1.516659e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -15167153.000000 Penalty: 5768.465332
	Iteration 35Q: 3 clusters Score -1.516715e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -15167747.000000 Penalty: 5768.465332
	Iteration 36Q: 3 clusters Score -1.516775e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -15168373.000000 Penalty: 5768.465332
	Iteration 37Q: 3 clusters Score -1.516837e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -15169014.000000 Penalty: 5768.465332
	Iteration 38Q: 3 clusters Score -1.516901e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -15169660.000000 Penalty: 5768.465332
	Iteration 39Q: 3 clusters Score -1.516966e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -15170387.000000 Penalty: 5768.465332
	Iteration 40F: 3 clusters Score -1.517039e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -15171083.000000 Penalty: 5768.465332
	Iteration 41Q: 3 clusters Score -1.517108e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -15171626.000000 Penalty: 5768.465332
	Iteration 42Q: 3 clusters Score -1.517163e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -15172190.000000 Penalty: 5768.465332
	Iteration 43Q: 3 clusters Score -1.517219e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -15172821.000000 Penalty: 5768.465332
	Iteration 44Q: 3 clusters Score -1.517282e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -15173349.000000 Penalty: 5768.465332
	Iteration 45Q: 3 clusters Score -1.517335e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -15173728.000000 Penalty: 5768.465332
	Iteration 46Q: 3 clusters Score -1.517373e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -15174041.000000 Penalty: 5768.465332
	Iteration 47Q: 3 clusters Score -1.517404e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -15174488.000000 Penalty: 5768.465332
	Iteration 48Q: 3 clusters Score -1.517449e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -15174803.000000 Penalty: 5768.465332
	Iteration 49Q: 3 clusters Score -1.51748e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -15175071.000000 Penalty: 5768.465332
	Iteration 50Q: 3 clusters Score -1.517507e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -15175265.000000 Penalty: 5768.465332
	Iteration 51Q: 3 clusters Score -1.517526e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15175424.000000 Penalty: 5768.465332
	Iteration 52Q: 3 clusters Score -1.517542e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15175563.000000 Penalty: 5768.465332
	Iteration 53Q: 3 clusters Score -1.517556e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110261 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -15175660.000000 Penalty: 5768.465332
	Iteration 54Q: 3 clusters Score -1.517566e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -15175801.000000 Penalty: 5768.465332
	Iteration 55Q: 3 clusters Score -1.51758e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15175880.000000 Penalty: 5768.465332
	Iteration 56Q: 3 clusters Score -1.517588e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15175964.000000 Penalty: 5768.465332
	Iteration 57Q: 3 clusters Score -1.517596e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15176014.000000 Penalty: 5768.465332
	Iteration 58Q: 3 clusters Score -1.517601e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110995 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15176064.000000 Penalty: 5768.465332
	Iteration 59Q: 3 clusters Score -1.517606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15176104.000000 Penalty: 5768.465332
	Iteration 60F: 3 clusters Score -1.51761e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15176108.000000 Penalty: 5768.465332
	Iteration 61Q: 3 clusters Score -1.517611e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -15176149.000000 Penalty: 5768.465332
	Iteration 62Q: 3 clusters Score -1.517615e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15176172.000000 Penalty: 5768.465332
	Iteration 63Q: 3 clusters Score -1.517617e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15176208.000000 Penalty: 5768.465332
	Iteration 64Q: 3 clusters Score -1.517621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -15176226.000000 Penalty: 5768.465332
	Iteration 65Q: 3 clusters Score -1.517623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15176249.000000 Penalty: 5768.465332
	Iteration 66Q: 3 clusters Score -1.517625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15176254.000000 Penalty: 5768.465332
	Iteration 67Q: 3 clusters Score -1.517625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15176268.000000 Penalty: 5768.465332
	Iteration 68Q: 3 clusters Score -1.517627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -15176282.000000 Penalty: 5768.465332
	Iteration 69Q: 3 clusters Score -1.517628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15176296.000000 Penalty: 5768.465332
	Iteration 70Q: 3 clusters Score -1.51763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15176307.000000 Penalty: 5768.465332
	Iteration 71Q: 3 clusters Score -1.517631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -15176302.000000 Penalty: 5768.465332
	Iteration 72Q: 3 clusters Score -1.51763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15176330.000000 Penalty: 5768.465332
	Iteration 73Q: 3 clusters Score -1.517633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15176320.000000 Penalty: 5768.465332
	Iteration 74Q: 3 clusters Score -1.517632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15176333.000000 Penalty: 5768.465332
	Iteration 75Q: 3 clusters Score -1.517633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15176338.000000 Penalty: 5768.465332
	Iteration 76Q: 3 clusters Score -1.517634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15176331.000000 Penalty: 5768.465332
	Iteration 77Q: 3 clusters Score -1.517633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15176334.000000 Penalty: 5768.465332
	Iteration 78Q: 3 clusters Score -1.517633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15176361.000000 Penalty: 5768.465332
	Iteration 79Q: 3 clusters Score -1.517636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15176366.000000 Penalty: 5768.465332
	Iteration 80F: 3 clusters Score -1.517637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15176365.000000 Penalty: 5768.465332
	Iteration 81Q: 3 clusters Score -1.517636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15176371.000000 Penalty: 5768.465332
	Iteration 82Q: 3 clusters Score -1.517637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15176375.000000 Penalty: 5768.465332
	Iteration 83Q: 3 clusters Score -1.517638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15176375.000000 Penalty: 5768.465332
	Iteration 84F: 3 clusters Score -1.517638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -231941.218750 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -231941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -229582.484375 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -229582.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -230680.718750 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -230680.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -231614.875000 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -231614.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -232771.437500 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -232771.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -233146.890625 Penalty: 3754.428223
	Iteration 4F: 3 clusters Score -233146.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -233389.812500 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -233389.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -233565.578125 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -233565.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -233689.593750 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -233689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -233774.265625 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -233774.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -233829.234375 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -233829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -233869.500000 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -233869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -233888.421875 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -233888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -233904.046875 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -233904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233933.359375 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -233933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -233957.062500 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -233957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233971.734375 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -233971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -233987.531250 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -233987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -233995.625000 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -233995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -233997.328125 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -233997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -233997.328125 Penalty: 3754.428223
	Iteration 19F: 3 clusters Score -233997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 112417 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 159584 members 
Mstep: Class 9 contains 174825 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 169876 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 137168 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 166017 members 
Mstep: Class 20 contains 219398 members 
Mstep: Class 22 contains 55888 members 
Entering Unmasked Estep 
Score: -180333776.000000 Penalty: 70089.187500
Splitting cluster 5 changes total score from -180333040.000000 to -180333776.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39498.132812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39498.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38161.359375 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38161.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38325.183594 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38325.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38357.453125 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38357.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38370.605469 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38370.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38374.171875 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38374.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38380.367188 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -38380.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38406.992188 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -38406.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38442.144531 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -38442.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38447.933594 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -38447.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38449.667969 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -38449.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38457.972656 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -38457.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38459.046875 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -38459.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38459.046875 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -38459.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Entering Unmasked Estep 
Score: -1697954.875000 Penalty: 2359.836426
	Iteration 0F: 2 clusters Score -1697955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1688009.500000 Penalty: 4719.672852
	Iteration 0F: 3 clusters Score -1688010 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1691144.750000 Penalty: 4719.672852
	Iteration 1F: 3 clusters Score -1691145 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1691573.625000 Penalty: 4719.672852
	Iteration 2F: 3 clusters Score -1691574 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1692050.000000 Penalty: 4719.672852
	Iteration 3F: 3 clusters Score -1692050 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1692718.500000 Penalty: 4719.672852
	Iteration 4F: 3 clusters Score -1692718 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1693585.875000 Penalty: 4719.672852
	Iteration 5F: 3 clusters Score -1693586 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1694463.375000 Penalty: 4719.672852
	Iteration 6F: 3 clusters Score -1694463 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1695136.375000 Penalty: 4719.672852
	Iteration 7F: 3 clusters Score -1695136 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1695589.500000 Penalty: 4719.672852
	Iteration 8F: 3 clusters Score -1695590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1695863.000000 Penalty: 4719.672852
	Iteration 9Q: 3 clusters Score -1695863 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1696035.750000 Penalty: 4719.672852
	Iteration 10Q: 3 clusters Score -1696036 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1696147.250000 Penalty: 4719.672852
	Iteration 11Q: 3 clusters Score -1696147 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1696229.750000 Penalty: 4719.672852
	Iteration 12Q: 3 clusters Score -1696230 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1696292.750000 Penalty: 4719.672852
	Iteration 13Q: 3 clusters Score -1696293 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1696348.250000 Penalty: 4719.672852
	Iteration 14Q: 3 clusters Score -1696348 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1696390.125000 Penalty: 4719.672852
	Iteration 15Q: 3 clusters Score -1696390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1696450.125000 Penalty: 4719.672852
	Iteration 16Q: 3 clusters Score -1696450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1696498.375000 Penalty: 4719.672852
	Iteration 17Q: 3 clusters Score -1696498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1696569.000000 Penalty: 4719.672852
	Iteration 18Q: 3 clusters Score -1696569 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1696632.625000 Penalty: 4719.672852
	Iteration 19Q: 3 clusters Score -1696633 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1696683.750000 Penalty: 4719.672852
	Iteration 20F: 3 clusters Score -1696684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1696743.125000 Penalty: 4719.672852
	Iteration 21Q: 3 clusters Score -1696743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1696809.625000 Penalty: 4719.672852
	Iteration 22Q: 3 clusters Score -1696810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1696855.500000 Penalty: 4719.672852
	Iteration 23Q: 3 clusters Score -1696856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1696896.250000 Penalty: 4719.672852
	Iteration 24Q: 3 clusters Score -1696896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1696931.375000 Penalty: 4719.672852
	Iteration 25Q: 3 clusters Score -1696931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1696951.000000 Penalty: 4719.672852
	Iteration 26Q: 3 clusters Score -1696951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1696972.000000 Penalty: 4719.672852
	Iteration 27Q: 3 clusters Score -1696972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1696989.250000 Penalty: 4719.672852
	Iteration 28Q: 3 clusters Score -1696989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1697000.375000 Penalty: 4719.672852
	Iteration 29Q: 3 clusters Score -1697000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1697017.625000 Penalty: 4719.672852
	Iteration 30Q: 3 clusters Score -1697018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1697033.875000 Penalty: 4719.672852
	Iteration 31Q: 3 clusters Score -1697034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1697049.000000 Penalty: 4719.672852
	Iteration 32Q: 3 clusters Score -1697049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1697060.000000 Penalty: 4719.672852
	Iteration 33Q: 3 clusters Score -1697060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1697070.250000 Penalty: 4719.672852
	Iteration 34Q: 3 clusters Score -1697070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1697078.750000 Penalty: 4719.672852
	Iteration 35Q: 3 clusters Score -1697079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1697088.875000 Penalty: 4719.672852
	Iteration 36Q: 3 clusters Score -1697089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1697092.000000 Penalty: 4719.672852
	Iteration 37Q: 3 clusters Score -1697092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1697097.500000 Penalty: 4719.672852
	Iteration 38Q: 3 clusters Score -1697098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1697097.125000 Penalty: 4719.672852
	Iteration 39Q: 3 clusters Score -1697097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1697104.125000 Penalty: 4719.672852
	Iteration 40F: 3 clusters Score -1697104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1697111.875000 Penalty: 4719.672852
	Iteration 41Q: 3 clusters Score -1697112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1697110.875000 Penalty: 4719.672852
	Iteration 42Q: 3 clusters Score -1697111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1697113.875000 Penalty: 4719.672852
	Iteration 43Q: 3 clusters Score -1697114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1697124.500000 Penalty: 4719.672852
	Iteration 44Q: 3 clusters Score -1697124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1697132.750000 Penalty: 4719.672852
	Iteration 45Q: 3 clusters Score -1697133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1697140.625000 Penalty: 4719.672852
	Iteration 46Q: 3 clusters Score -1697141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1697143.875000 Penalty: 4719.672852
	Iteration 47Q: 3 clusters Score -1697144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1697147.250000 Penalty: 4719.672852
	Iteration 48Q: 3 clusters Score -1697147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1697152.375000 Penalty: 4719.672852
	Iteration 49Q: 3 clusters Score -1697152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1697150.000000 Penalty: 4719.672852
	Iteration 50Q: 3 clusters Score -1697150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1697152.375000 Penalty: 4719.672852
	Iteration 51Q: 3 clusters Score -1697152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1697157.000000 Penalty: 4719.672852
	Iteration 52Q: 3 clusters Score -1697157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1697158.250000 Penalty: 4719.672852
	Iteration 53Q: 3 clusters Score -1697158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1697160.000000 Penalty: 4719.672852
	Iteration 54Q: 3 clusters Score -1697160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1697158.000000 Penalty: 4719.672852
	Iteration 55Q: 3 clusters Score -1697158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1697157.625000 Penalty: 4719.672852
	Iteration 56Q: 3 clusters Score -1697158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1697157.625000 Penalty: 4719.672852
	Iteration 57F: 3 clusters Score -1697158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159584 members 
Entering Unmasked Estep 
Score: -21507372.000000 Penalty: 2971.120850
	Iteration 0F: 2 clusters Score -2.150737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -21402938.000000 Penalty: 5942.241699
	Iteration 0F: 3 clusters Score -2.140294e+07 nChanged 76502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -21447222.000000 Penalty: 5942.241699
	Iteration 1F: 3 clusters Score -2.144722e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -21448116.000000 Penalty: 5942.241699
	Iteration 2Q: 3 clusters Score -2.144812e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -21449432.000000 Penalty: 5942.241699
	Iteration 3Q: 3 clusters Score -2.144943e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -21451322.000000 Penalty: 5942.241699
	Iteration 4Q: 3 clusters Score -2.145132e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -21454578.000000 Penalty: 5942.241699
	Iteration 5Q: 3 clusters Score -2.145458e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -21460672.000000 Penalty: 5942.241699
	Iteration 6F: 3 clusters Score -2.146067e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -21471074.000000 Penalty: 5942.241699
	Iteration 7F: 3 clusters Score -2.147107e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137680 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -21485108.000000 Penalty: 5942.241699
	Iteration 8F: 3 clusters Score -2.148511e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -21496462.000000 Penalty: 5942.241699
	Iteration 9F: 3 clusters Score -2.149646e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -21501968.000000 Penalty: 5942.241699
	Iteration 10Q: 3 clusters Score -2.150197e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21503876.000000 Penalty: 5942.241699
	Iteration 11Q: 3 clusters Score -2.150388e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21504394.000000 Penalty: 5942.241699
	Iteration 12Q: 3 clusters Score -2.150439e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21504584.000000 Penalty: 5942.241699
	Iteration 13Q: 3 clusters Score -2.150458e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21504704.000000 Penalty: 5942.241699
	Iteration 14Q: 3 clusters Score -2.15047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21504732.000000 Penalty: 5942.241699
	Iteration 15Q: 3 clusters Score -2.150473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21504756.000000 Penalty: 5942.241699
	Iteration 16Q: 3 clusters Score -2.150476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21504774.000000 Penalty: 5942.241699
	Iteration 17Q: 3 clusters Score -2.150477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159354 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21504770.000000 Penalty: 5942.241699
	Iteration 18Q: 3 clusters Score -2.150477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21504776.000000 Penalty: 5942.241699
	Iteration 19Q: 3 clusters Score -2.150478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21504772.000000 Penalty: 5942.241699
	Iteration 20F: 3 clusters Score -2.150477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Entering Unmasked Estep 
Score: -23670660.000000 Penalty: 2993.742188
	Iteration 0F: 2 clusters Score -2.367066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -23561594.000000 Penalty: 5987.484375
	Iteration 0F: 3 clusters Score -2.356159e+07 nChanged 83675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -23610582.000000 Penalty: 5987.484375
	Iteration 1F: 3 clusters Score -2.361058e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -23612626.000000 Penalty: 5987.484375
	Iteration 2Q: 3 clusters Score -2.361263e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104139 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -23615944.000000 Penalty: 5987.484375
	Iteration 3Q: 3 clusters Score -2.361594e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -23621784.000000 Penalty: 5987.484375
	Iteration 4F: 3 clusters Score -2.362178e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -23631784.000000 Penalty: 5987.484375
	Iteration 5F: 3 clusters Score -2.363178e+07 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141564 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -23644642.000000 Penalty: 5987.484375
	Iteration 6F: 3 clusters Score -2.364464e+07 nChanged 13558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -23656840.000000 Penalty: 5987.484375
	Iteration 7F: 3 clusters Score -2.365684e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -23663776.000000 Penalty: 5987.484375
	Iteration 8F: 3 clusters Score -2.366378e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -23666878.000000 Penalty: 5987.484375
	Iteration 9Q: 3 clusters Score -2.366688e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23668102.000000 Penalty: 5987.484375
	Iteration 10Q: 3 clusters Score -2.36681e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23668604.000000 Penalty: 5987.484375
	Iteration 11Q: 3 clusters Score -2.36686e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171577 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -23668746.000000 Penalty: 5987.484375
	Iteration 12Q: 3 clusters Score -2.366875e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -23668912.000000 Penalty: 5987.484375
	Iteration 13Q: 3 clusters Score -2.366891e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172335 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -23668916.000000 Penalty: 5987.484375
	Iteration 14Q: 3 clusters Score -2.366892e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -23668996.000000 Penalty: 5987.484375
	Iteration 15Q: 3 clusters Score -2.3669e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172720 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -23669050.000000 Penalty: 5987.484375
	Iteration 16Q: 3 clusters Score -2.366905e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172864 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -23669004.000000 Penalty: 5987.484375
	Iteration 17Q: 3 clusters Score -2.3669e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23668920.000000 Penalty: 5987.484375
	Iteration 18Q: 3 clusters Score -2.366892e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -23668882.000000 Penalty: 5987.484375
	Iteration 19Q: 3 clusters Score -2.366888e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -23668850.000000 Penalty: 5987.484375
	Iteration 20F: 3 clusters Score -2.366885e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23668854.000000 Penalty: 5987.484375
	Iteration 21Q: 3 clusters Score -2.366885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -23668810.000000 Penalty: 5987.484375
	Iteration 22Q: 3 clusters Score -2.366881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23668848.000000 Penalty: 5987.484375
	Iteration 23Q: 3 clusters Score -2.366885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173342 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23668858.000000 Penalty: 5987.484375
	Iteration 24Q: 3 clusters Score -2.366886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23668850.000000 Penalty: 5987.484375
	Iteration 25Q: 3 clusters Score -2.366885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173392 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23668842.000000 Penalty: 5987.484375
	Iteration 26Q: 3 clusters Score -2.366884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23668870.000000 Penalty: 5987.484375
	Iteration 27Q: 3 clusters Score -2.366887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23668880.000000 Penalty: 5987.484375
	Iteration 28Q: 3 clusters Score -2.366888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23668898.000000 Penalty: 5987.484375
	Iteration 29Q: 3 clusters Score -2.36689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23668910.000000 Penalty: 5987.484375
	Iteration 30Q: 3 clusters Score -2.366891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23668906.000000 Penalty: 5987.484375
	Iteration 31Q: 3 clusters Score -2.366891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23668906.000000 Penalty: 5987.484375
	Iteration 32Q: 3 clusters Score -2.366891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23668910.000000 Penalty: 5987.484375
	Iteration 33Q: 3 clusters Score -2.366891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173493 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23668898.000000 Penalty: 5987.484375
	Iteration 34Q: 3 clusters Score -2.36689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23668910.000000 Penalty: 5987.484375
	Iteration 35Q: 3 clusters Score -2.366891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23668900.000000 Penalty: 5987.484375
	Iteration 36Q: 3 clusters Score -2.36689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23668892.000000 Penalty: 5987.484375
	Iteration 37Q: 3 clusters Score -2.366889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23668902.000000 Penalty: 5987.484375
	Iteration 38Q: 3 clusters Score -2.36689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173542 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23668894.000000 Penalty: 5987.484375
	Iteration 39Q: 3 clusters Score -2.366889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173553 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -23668894.000000 Penalty: 5987.484375
	Iteration 40F: 3 clusters Score -2.366889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -23668884.000000 Penalty: 5987.484375
	Iteration 41Q: 3 clusters Score -2.366888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -23668866.000000 Penalty: 5987.484375
	Iteration 42Q: 3 clusters Score -2.366887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23668868.000000 Penalty: 5987.484375
	Iteration 43Q: 3 clusters Score -2.366887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173568 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23668852.000000 Penalty: 5987.484375
	Iteration 44Q: 3 clusters Score -2.366885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173569 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -23668878.000000 Penalty: 5987.484375
	Iteration 45Q: 3 clusters Score -2.366888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23668876.000000 Penalty: 5987.484375
	Iteration 46Q: 3 clusters Score -2.366888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23668880.000000 Penalty: 5987.484375
	Iteration 47Q: 3 clusters Score -2.366888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23668876.000000 Penalty: 5987.484375
	Iteration 48Q: 3 clusters Score -2.366888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -23668872.000000 Penalty: 5987.484375
	Iteration 49Q: 3 clusters Score -2.366887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23668868.000000 Penalty: 5987.484375
	Iteration 50Q: 3 clusters Score -2.366887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23668868.000000 Penalty: 5987.484375
	Iteration 51F: 3 clusters Score -2.366887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Entering Unmasked Estep 
Score: -5354277.000000 Penalty: 2624.676270
	Iteration 0F: 2 clusters Score -5354277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5327253.500000 Penalty: 5249.352539
	Iteration 0F: 3 clusters Score -5327254 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5337044.500000 Penalty: 5249.352539
	Iteration 1F: 3 clusters Score -5337044 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5337487.500000 Penalty: 5249.352539
	Iteration 2Q: 3 clusters Score -5337488 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -5337898.000000 Penalty: 5249.352539
	Iteration 3Q: 3 clusters Score -5337898 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5338318.500000 Penalty: 5249.352539
	Iteration 4Q: 3 clusters Score -5338318 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5338751.500000 Penalty: 5249.352539
	Iteration 5Q: 3 clusters Score -5338752 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -5339201.000000 Penalty: 5249.352539
	Iteration 6Q: 3 clusters Score -5339201 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5339677.000000 Penalty: 5249.352539
	Iteration 7Q: 3 clusters Score -5339677 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5340366.500000 Penalty: 5249.352539
	Iteration 8Q: 3 clusters Score -5340366 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5341366.500000 Penalty: 5249.352539
	Iteration 9Q: 3 clusters Score -5341366 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5342697.500000 Penalty: 5249.352539
	Iteration 10F: 3 clusters Score -5342698 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5344280.500000 Penalty: 5249.352539
	Iteration 11F: 3 clusters Score -5344280 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5346020.500000 Penalty: 5249.352539
	Iteration 12F: 3 clusters Score -5346020 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5347391.000000 Penalty: 5249.352539
	Iteration 13F: 3 clusters Score -5347391 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5348083.500000 Penalty: 5249.352539
	Iteration 14Q: 3 clusters Score -5348084 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5348463.500000 Penalty: 5249.352539
	Iteration 15Q: 3 clusters Score -5348464 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5348740.000000 Penalty: 5249.352539
	Iteration 16Q: 3 clusters Score -5348740 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -5348893.500000 Penalty: 5249.352539
	Iteration 17Q: 3 clusters Score -5348894 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5349087.500000 Penalty: 5249.352539
	Iteration 18Q: 3 clusters Score -5349088 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -5349241.000000 Penalty: 5249.352539
	Iteration 19Q: 3 clusters Score -5349241 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -5349387.500000 Penalty: 5249.352539
	Iteration 20F: 3 clusters Score -5349388 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5349516.500000 Penalty: 5249.352539
	Iteration 21Q: 3 clusters Score -5349516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5349630.500000 Penalty: 5249.352539
	Iteration 22Q: 3 clusters Score -5349630 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5349731.000000 Penalty: 5249.352539
	Iteration 23Q: 3 clusters Score -5349731 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5349869.000000 Penalty: 5249.352539
	Iteration 24Q: 3 clusters Score -5349869 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5349971.500000 Penalty: 5249.352539
	Iteration 25Q: 3 clusters Score -5349972 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -5350076.000000 Penalty: 5249.352539
	Iteration 26Q: 3 clusters Score -5350076 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -5350214.000000 Penalty: 5249.352539
	Iteration 27Q: 3 clusters Score -5350214 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -5350319.500000 Penalty: 5249.352539
	Iteration 28Q: 3 clusters Score -5350320 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -5350447.500000 Penalty: 5249.352539
	Iteration 29Q: 3 clusters Score -5350448 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -5350599.500000 Penalty: 5249.352539
	Iteration 30Q: 3 clusters Score -5350600 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -5350702.500000 Penalty: 5249.352539
	Iteration 31Q: 3 clusters Score -5350702 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5350869.000000 Penalty: 5249.352539
	Iteration 32Q: 3 clusters Score -5350869 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -5350982.000000 Penalty: 5249.352539
	Iteration 33Q: 3 clusters Score -5350982 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5351115.500000 Penalty: 5249.352539
	Iteration 34Q: 3 clusters Score -5351116 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -5351235.000000 Penalty: 5249.352539
	Iteration 35Q: 3 clusters Score -5351235 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5351308.500000 Penalty: 5249.352539
	Iteration 36Q: 3 clusters Score -5351308 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -5351409.000000 Penalty: 5249.352539
	Iteration 37Q: 3 clusters Score -5351409 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5351513.500000 Penalty: 5249.352539
	Iteration 38Q: 3 clusters Score -5351514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5351634.000000 Penalty: 5249.352539
	Iteration 39Q: 3 clusters Score -5351634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5351730.500000 Penalty: 5249.352539
	Iteration 40F: 3 clusters Score -5351730 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5351821.000000 Penalty: 5249.352539
	Iteration 41Q: 3 clusters Score -5351821 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5351902.500000 Penalty: 5249.352539
	Iteration 42Q: 3 clusters Score -5351902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5351965.000000 Penalty: 5249.352539
	Iteration 43Q: 3 clusters Score -5351965 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5352070.000000 Penalty: 5249.352539
	Iteration 44Q: 3 clusters Score -5352070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5352134.500000 Penalty: 5249.352539
	Iteration 45Q: 3 clusters Score -5352134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5352204.500000 Penalty: 5249.352539
	Iteration 46Q: 3 clusters Score -5352204 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5352257.000000 Penalty: 5249.352539
	Iteration 47Q: 3 clusters Score -5352257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5352323.500000 Penalty: 5249.352539
	Iteration 48Q: 3 clusters Score -5352324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5352360.500000 Penalty: 5249.352539
	Iteration 49Q: 3 clusters Score -5352360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5352389.500000 Penalty: 5249.352539
	Iteration 50Q: 3 clusters Score -5352390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5352432.500000 Penalty: 5249.352539
	Iteration 51Q: 3 clusters Score -5352432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5352447.500000 Penalty: 5249.352539
	Iteration 52Q: 3 clusters Score -5352448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5352485.000000 Penalty: 5249.352539
	Iteration 53Q: 3 clusters Score -5352485 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5352506.500000 Penalty: 5249.352539
	Iteration 54Q: 3 clusters Score -5352506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5352527.500000 Penalty: 5249.352539
	Iteration 55Q: 3 clusters Score -5352528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5352546.500000 Penalty: 5249.352539
	Iteration 56Q: 3 clusters Score -5352546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5352579.000000 Penalty: 5249.352539
	Iteration 57Q: 3 clusters Score -5352579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5352610.500000 Penalty: 5249.352539
	Iteration 58Q: 3 clusters Score -5352610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5352629.500000 Penalty: 5249.352539
	Iteration 59Q: 3 clusters Score -5352630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5352660.500000 Penalty: 5249.352539
	Iteration 60F: 3 clusters Score -5352660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5352664.500000 Penalty: 5249.352539
	Iteration 61Q: 3 clusters Score -5352664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5352674.000000 Penalty: 5249.352539
	Iteration 62Q: 3 clusters Score -5352674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5352696.000000 Penalty: 5249.352539
	Iteration 63Q: 3 clusters Score -5352696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5352720.500000 Penalty: 5249.352539
	Iteration 64Q: 3 clusters Score -5352720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5352716.500000 Penalty: 5249.352539
	Iteration 65Q: 3 clusters Score -5352716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5352724.000000 Penalty: 5249.352539
	Iteration 66Q: 3 clusters Score -5352724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5352730.500000 Penalty: 5249.352539
	Iteration 67Q: 3 clusters Score -5352730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5352728.500000 Penalty: 5249.352539
	Iteration 68Q: 3 clusters Score -5352728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5352739.000000 Penalty: 5249.352539
	Iteration 69Q: 3 clusters Score -5352739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5352754.000000 Penalty: 5249.352539
	Iteration 70Q: 3 clusters Score -5352754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5352748.000000 Penalty: 5249.352539
	Iteration 71Q: 3 clusters Score -5352748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5352748.000000 Penalty: 5249.352539
	Iteration 72Q: 3 clusters Score -5352748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5352748.000000 Penalty: 5249.352539
	Iteration 73Q: 3 clusters Score -5352748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5352750.500000 Penalty: 5249.352539
	Iteration 74Q: 3 clusters Score -5352750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5352752.000000 Penalty: 5249.352539
	Iteration 75Q: 3 clusters Score -5352752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5352760.500000 Penalty: 5249.352539
	Iteration 76Q: 3 clusters Score -5352760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5352770.500000 Penalty: 5249.352539
	Iteration 77Q: 3 clusters Score -5352770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5352774.000000 Penalty: 5249.352539
	Iteration 78Q: 3 clusters Score -5352774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5352772.000000 Penalty: 5249.352539
	Iteration 79Q: 3 clusters Score -5352772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5352777.500000 Penalty: 5249.352539
	Iteration 80F: 3 clusters Score -5352778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5352776.000000 Penalty: 5249.352539
	Iteration 81Q: 3 clusters Score -5352776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5352778.500000 Penalty: 5249.352539
	Iteration 82Q: 3 clusters Score -5352778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5352778.500000 Penalty: 5249.352539
	Iteration 83Q: 3 clusters Score -5352778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5352776.500000 Penalty: 5249.352539
	Iteration 84Q: 3 clusters Score -5352776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5352777.000000 Penalty: 5249.352539
	Iteration 85Q: 3 clusters Score -5352777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5352776.000000 Penalty: 5249.352539
	Iteration 86Q: 3 clusters Score -5352776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5352773.500000 Penalty: 5249.352539
	Iteration 87Q: 3 clusters Score -5352774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5352781.000000 Penalty: 5249.352539
	Iteration 88Q: 3 clusters Score -5352781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5352785.000000 Penalty: 5249.352539
	Iteration 89Q: 3 clusters Score -5352785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5352782.500000 Penalty: 5249.352539
	Iteration 90Q: 3 clusters Score -5352782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5352782.500000 Penalty: 5249.352539
	Iteration 91Q: 3 clusters Score -5352782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5352782.500000 Penalty: 5249.352539
	Iteration 92F: 3 clusters Score -5352782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Entering Unmasked Estep 
Score: -22901466.000000 Penalty: 2986.620361
	Iteration 0F: 2 clusters Score -2.290147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -22790198.000000 Penalty: 5973.240723
	Iteration 0F: 3 clusters Score -2.27902e+07 nChanged 81487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -22838138.000000 Penalty: 5973.240723
	Iteration 1F: 3 clusters Score -2.283814e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -22839392.000000 Penalty: 5973.240723
	Iteration 2Q: 3 clusters Score -2.283939e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -22841244.000000 Penalty: 5973.240723
	Iteration 3Q: 3 clusters Score -2.284124e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -22843894.000000 Penalty: 5973.240723
	Iteration 4Q: 3 clusters Score -2.284389e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -22847924.000000 Penalty: 5973.240723
	Iteration 5F: 3 clusters Score -2.284792e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -22854040.000000 Penalty: 5973.240723
	Iteration 6F: 3 clusters Score -2.285404e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -22862782.000000 Penalty: 5973.240723
	Iteration 7F: 3 clusters Score -2.286278e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -22873066.000000 Penalty: 5973.240723
	Iteration 8F: 3 clusters Score -2.287307e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -22881748.000000 Penalty: 5973.240723
	Iteration 9F: 3 clusters Score -2.288175e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -22886816.000000 Penalty: 5973.240723
	Iteration 10Q: 3 clusters Score -2.288682e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -22889076.000000 Penalty: 5973.240723
	Iteration 11Q: 3 clusters Score -2.288908e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -22890660.000000 Penalty: 5973.240723
	Iteration 12Q: 3 clusters Score -2.289066e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -22891860.000000 Penalty: 5973.240723
	Iteration 13Q: 3 clusters Score -2.289186e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -22892980.000000 Penalty: 5973.240723
	Iteration 14Q: 3 clusters Score -2.289298e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -22894016.000000 Penalty: 5973.240723
	Iteration 15Q: 3 clusters Score -2.289402e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -22894946.000000 Penalty: 5973.240723
	Iteration 16Q: 3 clusters Score -2.289495e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154168 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -22895760.000000 Penalty: 5973.240723
	Iteration 17Q: 3 clusters Score -2.289576e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -22896506.000000 Penalty: 5973.240723
	Iteration 18Q: 3 clusters Score -2.289651e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -22897098.000000 Penalty: 5973.240723
	Iteration 19Q: 3 clusters Score -2.28971e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -22897666.000000 Penalty: 5973.240723
	Iteration 20F: 3 clusters Score -2.289767e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -22898180.000000 Penalty: 5973.240723
	Iteration 21Q: 3 clusters Score -2.289818e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -22898600.000000 Penalty: 5973.240723
	Iteration 22Q: 3 clusters Score -2.28986e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162735 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -22898916.000000 Penalty: 5973.240723
	Iteration 23Q: 3 clusters Score -2.289892e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -22899196.000000 Penalty: 5973.240723
	Iteration 24Q: 3 clusters Score -2.28992e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -22899352.000000 Penalty: 5973.240723
	Iteration 25Q: 3 clusters Score -2.289935e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -22899452.000000 Penalty: 5973.240723
	Iteration 26Q: 3 clusters Score -2.289945e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -22899550.000000 Penalty: 5973.240723
	Iteration 27Q: 3 clusters Score -2.289955e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -22899602.000000 Penalty: 5973.240723
	Iteration 28Q: 3 clusters Score -2.28996e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -22899624.000000 Penalty: 5973.240723
	Iteration 29Q: 3 clusters Score -2.289962e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166444 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22899646.000000 Penalty: 5973.240723
	Iteration 30Q: 3 clusters Score -2.289965e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -22899718.000000 Penalty: 5973.240723
	Iteration 31Q: 3 clusters Score -2.289972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22899738.000000 Penalty: 5973.240723
	Iteration 32Q: 3 clusters Score -2.289974e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22899792.000000 Penalty: 5973.240723
	Iteration 33Q: 3 clusters Score -2.289979e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22899794.000000 Penalty: 5973.240723
	Iteration 34Q: 3 clusters Score -2.289979e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22899832.000000 Penalty: 5973.240723
	Iteration 35Q: 3 clusters Score -2.289983e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -22899802.000000 Penalty: 5973.240723
	Iteration 36Q: 3 clusters Score -2.28998e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -22899830.000000 Penalty: 5973.240723
	Iteration 37Q: 3 clusters Score -2.289983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -22899812.000000 Penalty: 5973.240723
	Iteration 38Q: 3 clusters Score -2.289981e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22899836.000000 Penalty: 5973.240723
	Iteration 39Q: 3 clusters Score -2.289984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -22899838.000000 Penalty: 5973.240723
	Iteration 40F: 3 clusters Score -2.289984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167635 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22899886.000000 Penalty: 5973.240723
	Iteration 41Q: 3 clusters Score -2.289989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22899876.000000 Penalty: 5973.240723
	Iteration 42Q: 3 clusters Score -2.289988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22899854.000000 Penalty: 5973.240723
	Iteration 43Q: 3 clusters Score -2.289985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -22899866.000000 Penalty: 5973.240723
	Iteration 44Q: 3 clusters Score -2.289987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22899882.000000 Penalty: 5973.240723
	Iteration 45Q: 3 clusters Score -2.289988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22899868.000000 Penalty: 5973.240723
	Iteration 46Q: 3 clusters Score -2.289987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -22899860.000000 Penalty: 5973.240723
	Iteration 47Q: 3 clusters Score -2.289986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22899856.000000 Penalty: 5973.240723
	Iteration 48Q: 3 clusters Score -2.289986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -22899850.000000 Penalty: 5973.240723
	Iteration 49Q: 3 clusters Score -2.289985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -22899846.000000 Penalty: 5973.240723
	Iteration 50Q: 3 clusters Score -2.289985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22899856.000000 Penalty: 5973.240723
	Iteration 51Q: 3 clusters Score -2.289986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -22899854.000000 Penalty: 5973.240723
	Iteration 52Q: 3 clusters Score -2.289985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -22899864.000000 Penalty: 5973.240723
	Iteration 53Q: 3 clusters Score -2.289986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -22899856.000000 Penalty: 5973.240723
	Iteration 54Q: 3 clusters Score -2.289986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22899852.000000 Penalty: 5973.240723
	Iteration 55Q: 3 clusters Score -2.289985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22899846.000000 Penalty: 5973.240723
	Iteration 56Q: 3 clusters Score -2.289985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22899868.000000 Penalty: 5973.240723
	Iteration 57Q: 3 clusters Score -2.289987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167802 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22899864.000000 Penalty: 5973.240723
	Iteration 58Q: 3 clusters Score -2.289986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167806 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22899858.000000 Penalty: 5973.240723
	Iteration 59Q: 3 clusters Score -2.289986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22899838.000000 Penalty: 5973.240723
	Iteration 60F: 3 clusters Score -2.289984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -22899840.000000 Penalty: 5973.240723
	Iteration 61Q: 3 clusters Score -2.289984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22899842.000000 Penalty: 5973.240723
	Iteration 62Q: 3 clusters Score -2.289984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22899832.000000 Penalty: 5973.240723
	Iteration 63Q: 3 clusters Score -2.289983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -22899838.000000 Penalty: 5973.240723
	Iteration 64Q: 3 clusters Score -2.289984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22899842.000000 Penalty: 5973.240723
	Iteration 65Q: 3 clusters Score -2.289984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -22899834.000000 Penalty: 5973.240723
	Iteration 66Q: 3 clusters Score -2.289983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -22899834.000000 Penalty: 5973.240723
	Iteration 67F: 3 clusters Score -2.289983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -118080.484375 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -118080.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116429.156250 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -116429.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -117570.187500 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -117570.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -118390.492188 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -118390.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118767.070312 Penalty: 3445.700195
	Iteration 3F: 3 clusters Score -118767.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -119019.132812 Penalty: 3445.700195
	Iteration 4Q: 3 clusters Score -119019.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -119447.351562 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -119447.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -119681.687500 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -119681.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119808.187500 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -119808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119887.679688 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -119887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -119908.945312 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -119908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119911.093750 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -119911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119929.359375 Penalty: 3445.700195
	Iteration 11F: 3 clusters Score -119929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119974.578125 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -119974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120158.585938 Penalty: 3445.700195
	Iteration 13Q: 3 clusters Score -120158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120229.773438 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -120229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120261.210938 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -120261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120261.210938 Penalty: 3445.700195
	Iteration 16F: 3 clusters Score -120261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 112417 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 159584 members 
Mstep: Class 9 contains 174825 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 169876 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 137168 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 166017 members 
Mstep: Class 20 contains 219398 members 
Mstep: Class 22 contains 55888 members 
Entering Unmasked Estep 
Score: -180334352.000000 Penalty: 73593.648438
Splitting cluster 12 changes total score from -180333040.000000 to -180334352.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -341330.625000 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -341330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338327.781250 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -338327.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -338886.093750 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -338886.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339021.406250 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -339021.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -339086.187500 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -339086.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -339125.593750 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -339125.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -339151.468750 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -339151.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -339174.906250 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -339174.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -339188.187500 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -339188.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -339205.656250 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -339205.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -339221.750000 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -339221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -339237.031250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -339237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -339248.156250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -339248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -339262.937500 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -339262.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -339280.875000 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -339280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -339299.781250 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -339299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -339322.031250 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -339322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -339345.781250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -339345.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -339360.156250 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -339360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -339373.187500 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -339373.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -339393.218750 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -339393.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -339411.187500 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -339411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -339419.906250 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -339419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -339427.156250 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -339427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -339436.437500 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -339436.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -339447.812500 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -339447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -339456.187500 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -339456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -339460.031250 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -339460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -339464.968750 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -339465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -339467.343750 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -339467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -339468.593750 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -339468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -339469.218750 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -339469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -339469.906250 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -339469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -339470.375000 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -339470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -339470.375000 Penalty: 3894.037842
	Iteration 33F: 3 clusters Score -339470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (137168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Entering Unmasked Estep 
Score: -18247396.000000 Penalty: 2933.582520
	Iteration 0F: 2 clusters Score -1.82474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -18156104.000000 Penalty: 5867.165039
	Iteration 0F: 3 clusters Score -1.81561e+07 nChanged 65316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -18195030.000000 Penalty: 5867.165039
	Iteration 1F: 3 clusters Score -1.819503e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -18196994.000000 Penalty: 5867.165039
	Iteration 2Q: 3 clusters Score -1.819699e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -18199670.000000 Penalty: 5867.165039
	Iteration 3Q: 3 clusters Score -1.819967e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -18203794.000000 Penalty: 5867.165039
	Iteration 4F: 3 clusters Score -1.820379e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -18208782.000000 Penalty: 5867.165039
	Iteration 5F: 3 clusters Score -1.820878e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -18213942.000000 Penalty: 5867.165039
	Iteration 6F: 3 clusters Score -1.821394e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -18218296.000000 Penalty: 5867.165039
	Iteration 7F: 3 clusters Score -1.82183e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -18221952.000000 Penalty: 5867.165039
	Iteration 8F: 3 clusters Score -1.822195e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -18224650.000000 Penalty: 5867.165039
	Iteration 9Q: 3 clusters Score -1.822465e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -18226744.000000 Penalty: 5867.165039
	Iteration 10Q: 3 clusters Score -1.822674e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -18228124.000000 Penalty: 5867.165039
	Iteration 11Q: 3 clusters Score -1.822812e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -18229004.000000 Penalty: 5867.165039
	Iteration 12Q: 3 clusters Score -1.8229e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -18229458.000000 Penalty: 5867.165039
	Iteration 13Q: 3 clusters Score -1.822946e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -18229798.000000 Penalty: 5867.165039
	Iteration 14Q: 3 clusters Score -1.82298e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -18229884.000000 Penalty: 5867.165039
	Iteration 15Q: 3 clusters Score -1.822988e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -18229926.000000 Penalty: 5867.165039
	Iteration 16Q: 3 clusters Score -1.822993e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -18230020.000000 Penalty: 5867.165039
	Iteration 17Q: 3 clusters Score -1.823002e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -18230104.000000 Penalty: 5867.165039
	Iteration 18Q: 3 clusters Score -1.82301e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -18230160.000000 Penalty: 5867.165039
	Iteration 19Q: 3 clusters Score -1.823016e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -18230146.000000 Penalty: 5867.165039
	Iteration 20F: 3 clusters Score -1.823015e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -18230166.000000 Penalty: 5867.165039
	Iteration 21Q: 3 clusters Score -1.823017e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -18230288.000000 Penalty: 5867.165039
	Iteration 22Q: 3 clusters Score -1.823029e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -18230300.000000 Penalty: 5867.165039
	Iteration 23Q: 3 clusters Score -1.82303e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -18230436.000000 Penalty: 5867.165039
	Iteration 24Q: 3 clusters Score -1.823044e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -18230522.000000 Penalty: 5867.165039
	Iteration 25Q: 3 clusters Score -1.823052e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -18230678.000000 Penalty: 5867.165039
	Iteration 26Q: 3 clusters Score -1.823068e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -18230718.000000 Penalty: 5867.165039
	Iteration 27Q: 3 clusters Score -1.823072e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -18230872.000000 Penalty: 5867.165039
	Iteration 28Q: 3 clusters Score -1.823087e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -18231084.000000 Penalty: 5867.165039
	Iteration 29Q: 3 clusters Score -1.823108e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -18231310.000000 Penalty: 5867.165039
	Iteration 30Q: 3 clusters Score -1.823131e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -18231596.000000 Penalty: 5867.165039
	Iteration 31Q: 3 clusters Score -1.82316e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -18231934.000000 Penalty: 5867.165039
	Iteration 32Q: 3 clusters Score -1.823193e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -18232248.000000 Penalty: 5867.165039
	Iteration 33Q: 3 clusters Score -1.823225e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -18232654.000000 Penalty: 5867.165039
	Iteration 34Q: 3 clusters Score -1.823265e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -18233052.000000 Penalty: 5867.165039
	Iteration 35Q: 3 clusters Score -1.823305e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -18233564.000000 Penalty: 5867.165039
	Iteration 36Q: 3 clusters Score -1.823356e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -18234060.000000 Penalty: 5867.165039
	Iteration 37Q: 3 clusters Score -1.823406e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -18234690.000000 Penalty: 5867.165039
	Iteration 38Q: 3 clusters Score -1.823469e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -18235248.000000 Penalty: 5867.165039
	Iteration 39Q: 3 clusters Score -1.823525e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -18236008.000000 Penalty: 5867.165039
	Iteration 40F: 3 clusters Score -1.823601e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -18236804.000000 Penalty: 5867.165039
	Iteration 41Q: 3 clusters Score -1.82368e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -18237486.000000 Penalty: 5867.165039
	Iteration 42Q: 3 clusters Score -1.823749e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -18238370.000000 Penalty: 5867.165039
	Iteration 43Q: 3 clusters Score -1.823837e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -18239190.000000 Penalty: 5867.165039
	Iteration 44Q: 3 clusters Score -1.823919e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -18240112.000000 Penalty: 5867.165039
	Iteration 45Q: 3 clusters Score -1.824011e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -18240978.000000 Penalty: 5867.165039
	Iteration 46Q: 3 clusters Score -1.824098e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119492 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -18241600.000000 Penalty: 5867.165039
	Iteration 47Q: 3 clusters Score -1.82416e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -18242236.000000 Penalty: 5867.165039
	Iteration 48Q: 3 clusters Score -1.824224e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -18242876.000000 Penalty: 5867.165039
	Iteration 49Q: 3 clusters Score -1.824288e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -18243542.000000 Penalty: 5867.165039
	Iteration 50Q: 3 clusters Score -1.824354e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -18244196.000000 Penalty: 5867.165039
	Iteration 51Q: 3 clusters Score -1.82442e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -18244690.000000 Penalty: 5867.165039
	Iteration 52Q: 3 clusters Score -1.824469e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126951 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -18244950.000000 Penalty: 5867.165039
	Iteration 53Q: 3 clusters Score -1.824495e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -18245216.000000 Penalty: 5867.165039
	Iteration 54Q: 3 clusters Score -1.824522e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -18245358.000000 Penalty: 5867.165039
	Iteration 55Q: 3 clusters Score -1.824536e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -18245530.000000 Penalty: 5867.165039
	Iteration 56Q: 3 clusters Score -1.824553e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129276 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -18245648.000000 Penalty: 5867.165039
	Iteration 57Q: 3 clusters Score -1.824565e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129637 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -18245720.000000 Penalty: 5867.165039
	Iteration 58Q: 3 clusters Score -1.824572e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -18245754.000000 Penalty: 5867.165039
	Iteration 59Q: 3 clusters Score -1.824575e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130218 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -18245896.000000 Penalty: 5867.165039
	Iteration 60F: 3 clusters Score -1.82459e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -18245938.000000 Penalty: 5867.165039
	Iteration 61Q: 3 clusters Score -1.824594e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -18245938.000000 Penalty: 5867.165039
	Iteration 62Q: 3 clusters Score -1.824594e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130755 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -18245972.000000 Penalty: 5867.165039
	Iteration 63Q: 3 clusters Score -1.824597e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -18245990.000000 Penalty: 5867.165039
	Iteration 64Q: 3 clusters Score -1.824599e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -18246020.000000 Penalty: 5867.165039
	Iteration 65Q: 3 clusters Score -1.824602e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131171 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -18246062.000000 Penalty: 5867.165039
	Iteration 66Q: 3 clusters Score -1.824606e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -18246108.000000 Penalty: 5867.165039
	Iteration 67Q: 3 clusters Score -1.824611e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -18246122.000000 Penalty: 5867.165039
	Iteration 68Q: 3 clusters Score -1.824612e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -18246104.000000 Penalty: 5867.165039
	Iteration 69Q: 3 clusters Score -1.82461e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -18246144.000000 Penalty: 5867.165039
	Iteration 70Q: 3 clusters Score -1.824614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -18246144.000000 Penalty: 5867.165039
	Iteration 71Q: 3 clusters Score -1.824614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -18246120.000000 Penalty: 5867.165039
	Iteration 72Q: 3 clusters Score -1.824612e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131736 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -18246140.000000 Penalty: 5867.165039
	Iteration 73Q: 3 clusters Score -1.824614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -18246134.000000 Penalty: 5867.165039
	Iteration 74Q: 3 clusters Score -1.824613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131801 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -18246132.000000 Penalty: 5867.165039
	Iteration 75Q: 3 clusters Score -1.824613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -18246152.000000 Penalty: 5867.165039
	Iteration 76Q: 3 clusters Score -1.824615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 77Q: 3 clusters Score -1.824618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -18246176.000000 Penalty: 5867.165039
	Iteration 78Q: 3 clusters Score -1.824618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131889 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -18246184.000000 Penalty: 5867.165039
	Iteration 79Q: 3 clusters Score -1.824618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131895 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -18246180.000000 Penalty: 5867.165039
	Iteration 80F: 3 clusters Score -1.824618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 81Q: 3 clusters Score -1.824618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131919 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -18246158.000000 Penalty: 5867.165039
	Iteration 82Q: 3 clusters Score -1.824616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 83Q: 3 clusters Score -1.824617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -18246164.000000 Penalty: 5867.165039
	Iteration 84Q: 3 clusters Score -1.824616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -18246162.000000 Penalty: 5867.165039
	Iteration 85Q: 3 clusters Score -1.824616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -18246166.000000 Penalty: 5867.165039
	Iteration 86Q: 3 clusters Score -1.824617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131975 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -18246172.000000 Penalty: 5867.165039
	Iteration 87Q: 3 clusters Score -1.824617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -18246172.000000 Penalty: 5867.165039
	Iteration 88Q: 3 clusters Score -1.824617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 89Q: 3 clusters Score -1.824617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132021 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -18246164.000000 Penalty: 5867.165039
	Iteration 90Q: 3 clusters Score -1.824616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -18246158.000000 Penalty: 5867.165039
	Iteration 91Q: 3 clusters Score -1.824616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132072 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -18246170.000000 Penalty: 5867.165039
	Iteration 92Q: 3 clusters Score -1.824617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132094 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -18246156.000000 Penalty: 5867.165039
	Iteration 93Q: 3 clusters Score -1.824616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132111 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 94Q: 3 clusters Score -1.824618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -18246174.000000 Penalty: 5867.165039
	Iteration 95Q: 3 clusters Score -1.824617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132147 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -18246160.000000 Penalty: 5867.165039
	Iteration 96Q: 3 clusters Score -1.824616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132157 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -18246182.000000 Penalty: 5867.165039
	Iteration 97Q: 3 clusters Score -1.824618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 98Q: 3 clusters Score -1.824617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -18246180.000000 Penalty: 5867.165039
	Iteration 99Q: 3 clusters Score -1.824618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 100F: 3 clusters Score -1.824618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -18246172.000000 Penalty: 5867.165039
	Iteration 101Q: 3 clusters Score -1.824617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -18246170.000000 Penalty: 5867.165039
	Iteration 102Q: 3 clusters Score -1.824617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 103Q: 3 clusters Score -1.824617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 104Q: 3 clusters Score -1.824617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -18246168.000000 Penalty: 5867.165039
	Iteration 105Q: 3 clusters Score -1.824617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 106Q: 3 clusters Score -1.824618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -18246178.000000 Penalty: 5867.165039
	Iteration 107Q: 3 clusters Score -1.824618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -18246198.000000 Penalty: 5867.165039
	Iteration 108Q: 3 clusters Score -1.82462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132287 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -18246206.000000 Penalty: 5867.165039
	Iteration 109Q: 3 clusters Score -1.824621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132292 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -18246202.000000 Penalty: 5867.165039
	Iteration 110Q: 3 clusters Score -1.82462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -18246194.000000 Penalty: 5867.165039
	Iteration 111Q: 3 clusters Score -1.824619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132298 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -18246186.000000 Penalty: 5867.165039
	Iteration 112Q: 3 clusters Score -1.824619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -18246186.000000 Penalty: 5867.165039
	Iteration 113Q: 3 clusters Score -1.824619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -18246186.000000 Penalty: 5867.165039
	Iteration 114F: 3 clusters Score -1.824619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -265840.812500 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -265840.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263118.125000 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -263118.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263591.156250 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -263591.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -263703.750000 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -263703.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -263768.093750 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -263768.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263813.781250 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -263813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263850.375000 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -263850.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263899.562500 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -263899.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263933.156250 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -263933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -263949.093750 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -263949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263964.000000 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -263964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263981.718750 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -263981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263992.625000 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -263992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264004.218750 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -264004.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264019.281250 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -264019.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -264031.031250 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -264031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264038.000000 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -264038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -264043.937500 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -264043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264048.937500 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -264048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264053.031250 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -264053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -264056.125000 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -264056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264060.781250 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -264060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264066.531250 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -264066.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264074.468750 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -264074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264078.156250 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -264078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -264081.687500 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -264081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264087.906250 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -264087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -264090.500000 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -264090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -264092.281250 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -264092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -264093.593750 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -264093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -264093.593750 Penalty: 3793.774902
	Iteration 29F: 3 clusters Score -264093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Entering Unmasked Estep 
Score: -6059321.500000 Penalty: 2654.633057
	Iteration 0F: 2 clusters Score -6059322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -6029316.000000 Penalty: 5309.266113
	Iteration 0F: 3 clusters Score -6029316 nChanged 20402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6040541.000000 Penalty: 5309.266113
	Iteration 1F: 3 clusters Score -6040541 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6041112.000000 Penalty: 5309.266113
	Iteration 2Q: 3 clusters Score -6041112 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6041787.500000 Penalty: 5309.266113
	Iteration 3Q: 3 clusters Score -6041788 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -6042549.000000 Penalty: 5309.266113
	Iteration 4Q: 3 clusters Score -6042549 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -6043548.000000 Penalty: 5309.266113
	Iteration 5Q: 3 clusters Score -6043548 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -6044866.500000 Penalty: 5309.266113
	Iteration 6F: 3 clusters Score -6044866 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6046654.500000 Penalty: 5309.266113
	Iteration 7F: 3 clusters Score -6046654 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -6048849.000000 Penalty: 5309.266113
	Iteration 8F: 3 clusters Score -6048849 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6050849.500000 Penalty: 5309.266113
	Iteration 9F: 3 clusters Score -6050850 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6051941.000000 Penalty: 5309.266113
	Iteration 10Q: 3 clusters Score -6051941 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6052488.500000 Penalty: 5309.266113
	Iteration 11Q: 3 clusters Score -6052488 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6052651.000000 Penalty: 5309.266113
	Iteration 12Q: 3 clusters Score -6052651 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6052802.000000 Penalty: 5309.266113
	Iteration 13Q: 3 clusters Score -6052802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6052935.500000 Penalty: 5309.266113
	Iteration 14Q: 3 clusters Score -6052936 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6053044.500000 Penalty: 5309.266113
	Iteration 15Q: 3 clusters Score -6053044 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6053170.000000 Penalty: 5309.266113
	Iteration 16Q: 3 clusters Score -6053170 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -6053261.500000 Penalty: 5309.266113
	Iteration 17Q: 3 clusters Score -6053262 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6053350.000000 Penalty: 5309.266113
	Iteration 18Q: 3 clusters Score -6053350 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6053449.500000 Penalty: 5309.266113
	Iteration 19Q: 3 clusters Score -6053450 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6053560.500000 Penalty: 5309.266113
	Iteration 20F: 3 clusters Score -6053560 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -6053640.000000 Penalty: 5309.266113
	Iteration 21Q: 3 clusters Score -6053640 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -6053703.000000 Penalty: 5309.266113
	Iteration 22Q: 3 clusters Score -6053703 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -6053777.000000 Penalty: 5309.266113
	Iteration 23Q: 3 clusters Score -6053777 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6053880.000000 Penalty: 5309.266113
	Iteration 24Q: 3 clusters Score -6053880 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -6053972.500000 Penalty: 5309.266113
	Iteration 25Q: 3 clusters Score -6053972 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -6054059.500000 Penalty: 5309.266113
	Iteration 26Q: 3 clusters Score -6054060 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6054153.000000 Penalty: 5309.266113
	Iteration 27Q: 3 clusters Score -6054153 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -6054264.000000 Penalty: 5309.266113
	Iteration 28Q: 3 clusters Score -6054264 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6054367.500000 Penalty: 5309.266113
	Iteration 29Q: 3 clusters Score -6054368 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6054473.500000 Penalty: 5309.266113
	Iteration 30Q: 3 clusters Score -6054474 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -6054535.500000 Penalty: 5309.266113
	Iteration 31Q: 3 clusters Score -6054536 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6054674.000000 Penalty: 5309.266113
	Iteration 32Q: 3 clusters Score -6054674 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6054768.500000 Penalty: 5309.266113
	Iteration 33Q: 3 clusters Score -6054768 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -6054868.500000 Penalty: 5309.266113
	Iteration 34Q: 3 clusters Score -6054868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -6055005.000000 Penalty: 5309.266113
	Iteration 35Q: 3 clusters Score -6055005 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6055144.500000 Penalty: 5309.266113
	Iteration 36Q: 3 clusters Score -6055144 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -6055262.500000 Penalty: 5309.266113
	Iteration 37Q: 3 clusters Score -6055262 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -6055379.500000 Penalty: 5309.266113
	Iteration 38Q: 3 clusters Score -6055380 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -6055531.000000 Penalty: 5309.266113
	Iteration 39Q: 3 clusters Score -6055531 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -6055664.500000 Penalty: 5309.266113
	Iteration 40F: 3 clusters Score -6055664 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -6055807.000000 Penalty: 5309.266113
	Iteration 41Q: 3 clusters Score -6055807 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -6055954.000000 Penalty: 5309.266113
	Iteration 42Q: 3 clusters Score -6055954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -6056068.000000 Penalty: 5309.266113
	Iteration 43Q: 3 clusters Score -6056068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -6056165.000000 Penalty: 5309.266113
	Iteration 44Q: 3 clusters Score -6056165 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -6056294.000000 Penalty: 5309.266113
	Iteration 45Q: 3 clusters Score -6056294 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -6056431.500000 Penalty: 5309.266113
	Iteration 46Q: 3 clusters Score -6056432 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -6056529.500000 Penalty: 5309.266113
	Iteration 47Q: 3 clusters Score -6056530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -6056627.500000 Penalty: 5309.266113
	Iteration 48Q: 3 clusters Score -6056628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -6056711.000000 Penalty: 5309.266113
	Iteration 49Q: 3 clusters Score -6056711 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6056813.500000 Penalty: 5309.266113
	Iteration 50Q: 3 clusters Score -6056814 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -6056885.000000 Penalty: 5309.266113
	Iteration 51Q: 3 clusters Score -6056885 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6056955.000000 Penalty: 5309.266113
	Iteration 52Q: 3 clusters Score -6056955 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -6057000.000000 Penalty: 5309.266113
	Iteration 53Q: 3 clusters Score -6057000 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -6057072.000000 Penalty: 5309.266113
	Iteration 54Q: 3 clusters Score -6057072 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -6057106.000000 Penalty: 5309.266113
	Iteration 55Q: 3 clusters Score -6057106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -6057128.000000 Penalty: 5309.266113
	Iteration 56Q: 3 clusters Score -6057128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -6057145.000000 Penalty: 5309.266113
	Iteration 57Q: 3 clusters Score -6057145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6057181.500000 Penalty: 5309.266113
	Iteration 58Q: 3 clusters Score -6057182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -6057224.500000 Penalty: 5309.266113
	Iteration 59Q: 3 clusters Score -6057224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6057244.500000 Penalty: 5309.266113
	Iteration 60F: 3 clusters Score -6057244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6057256.000000 Penalty: 5309.266113
	Iteration 61Q: 3 clusters Score -6057256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6057266.000000 Penalty: 5309.266113
	Iteration 62Q: 3 clusters Score -6057266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6057287.000000 Penalty: 5309.266113
	Iteration 63Q: 3 clusters Score -6057287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -6057301.500000 Penalty: 5309.266113
	Iteration 64Q: 3 clusters Score -6057302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6057323.500000 Penalty: 5309.266113
	Iteration 65Q: 3 clusters Score -6057324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -6057326.000000 Penalty: 5309.266113
	Iteration 66Q: 3 clusters Score -6057326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6057332.000000 Penalty: 5309.266113
	Iteration 67Q: 3 clusters Score -6057332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -6057332.500000 Penalty: 5309.266113
	Iteration 68Q: 3 clusters Score -6057332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -6057334.500000 Penalty: 5309.266113
	Iteration 69Q: 3 clusters Score -6057334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6057336.000000 Penalty: 5309.266113
	Iteration 70Q: 3 clusters Score -6057336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -6057350.500000 Penalty: 5309.266113
	Iteration 71Q: 3 clusters Score -6057350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -6057359.500000 Penalty: 5309.266113
	Iteration 72Q: 3 clusters Score -6057360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6057351.500000 Penalty: 5309.266113
	Iteration 73Q: 3 clusters Score -6057352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6057356.000000 Penalty: 5309.266113
	Iteration 74Q: 3 clusters Score -6057356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -6057358.500000 Penalty: 5309.266113
	Iteration 75Q: 3 clusters Score -6057358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6057366.500000 Penalty: 5309.266113
	Iteration 76Q: 3 clusters Score -6057366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -6057369.500000 Penalty: 5309.266113
	Iteration 77Q: 3 clusters Score -6057370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6057371.500000 Penalty: 5309.266113
	Iteration 78Q: 3 clusters Score -6057372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -6057371.000000 Penalty: 5309.266113
	Iteration 79Q: 3 clusters Score -6057371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6057373.000000 Penalty: 5309.266113
	Iteration 80F: 3 clusters Score -6057373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -6057369.500000 Penalty: 5309.266113
	Iteration 81Q: 3 clusters Score -6057370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6057375.500000 Penalty: 5309.266113
	Iteration 82Q: 3 clusters Score -6057376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -6057376.500000 Penalty: 5309.266113
	Iteration 83Q: 3 clusters Score -6057376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6057372.000000 Penalty: 5309.266113
	Iteration 84Q: 3 clusters Score -6057372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -6057369.000000 Penalty: 5309.266113
	Iteration 85Q: 3 clusters Score -6057369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6057371.000000 Penalty: 5309.266113
	Iteration 86Q: 3 clusters Score -6057371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6057367.000000 Penalty: 5309.266113
	Iteration 87Q: 3 clusters Score -6057367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -6057370.500000 Penalty: 5309.266113
	Iteration 88Q: 3 clusters Score -6057370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6057370.500000 Penalty: 5309.266113
	Iteration 89Q: 3 clusters Score -6057370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -6057367.000000 Penalty: 5309.266113
	Iteration 90Q: 3 clusters Score -6057367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -6057366.000000 Penalty: 5309.266113
	Iteration 91Q: 3 clusters Score -6057366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6057366.000000 Penalty: 5309.266113
	Iteration 92Q: 3 clusters Score -6057366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6057367.500000 Penalty: 5309.266113
	Iteration 93Q: 3 clusters Score -6057368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -6057368.500000 Penalty: 5309.266113
	Iteration 94Q: 3 clusters Score -6057368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -6057367.000000 Penalty: 5309.266113
	Iteration 95Q: 3 clusters Score -6057367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -6057367.000000 Penalty: 5309.266113
	Iteration 96F: 3 clusters Score -6057367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Entering Unmasked Estep 
Score: -22387404.000000 Penalty: 2980.921631
	Iteration 0F: 2 clusters Score -2.23874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -22277984.000000 Penalty: 5961.843262
	Iteration 0F: 3 clusters Score -2.227798e+07 nChanged 79913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -22325328.000000 Penalty: 5961.843262
	Iteration 1F: 3 clusters Score -2.232533e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -22327106.000000 Penalty: 5961.843262
	Iteration 2Q: 3 clusters Score -2.232711e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -22329850.000000 Penalty: 5961.843262
	Iteration 3Q: 3 clusters Score -2.232985e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -22334222.000000 Penalty: 5961.843262
	Iteration 4F: 3 clusters Score -2.233422e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -22340928.000000 Penalty: 5961.843262
	Iteration 5F: 3 clusters Score -2.234093e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -22349822.000000 Penalty: 5961.843262
	Iteration 6F: 3 clusters Score -2.234982e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -22359980.000000 Penalty: 5961.843262
	Iteration 7F: 3 clusters Score -2.235998e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -22367804.000000 Penalty: 5961.843262
	Iteration 8F: 3 clusters Score -2.23678e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -22372534.000000 Penalty: 5961.843262
	Iteration 9Q: 3 clusters Score -2.237253e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -22375004.000000 Penalty: 5961.843262
	Iteration 10Q: 3 clusters Score -2.2375e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140151 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -22376790.000000 Penalty: 5961.843262
	Iteration 11Q: 3 clusters Score -2.237679e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -22378230.000000 Penalty: 5961.843262
	Iteration 12Q: 3 clusters Score -2.237823e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -22379152.000000 Penalty: 5961.843262
	Iteration 13Q: 3 clusters Score -2.237915e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148205 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -22380242.000000 Penalty: 5961.843262
	Iteration 14Q: 3 clusters Score -2.238024e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150392 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -22381270.000000 Penalty: 5961.843262
	Iteration 15Q: 3 clusters Score -2.238127e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -22382172.000000 Penalty: 5961.843262
	Iteration 16Q: 3 clusters Score -2.238217e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -22382874.000000 Penalty: 5961.843262
	Iteration 17Q: 3 clusters Score -2.238287e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -22383274.000000 Penalty: 5961.843262
	Iteration 18Q: 3 clusters Score -2.238327e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -22383702.000000 Penalty: 5961.843262
	Iteration 19Q: 3 clusters Score -2.23837e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -22383948.000000 Penalty: 5961.843262
	Iteration 20F: 3 clusters Score -2.238395e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -22384170.000000 Penalty: 5961.843262
	Iteration 21Q: 3 clusters Score -2.238417e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -22384382.000000 Penalty: 5961.843262
	Iteration 22Q: 3 clusters Score -2.238438e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -22384578.000000 Penalty: 5961.843262
	Iteration 23Q: 3 clusters Score -2.238458e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -22384772.000000 Penalty: 5961.843262
	Iteration 24Q: 3 clusters Score -2.238477e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -22384914.000000 Penalty: 5961.843262
	Iteration 25Q: 3 clusters Score -2.238491e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -22385080.000000 Penalty: 5961.843262
	Iteration 26Q: 3 clusters Score -2.238508e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162367 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -22385146.000000 Penalty: 5961.843262
	Iteration 27Q: 3 clusters Score -2.238515e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22385142.000000 Penalty: 5961.843262
	Iteration 28Q: 3 clusters Score -2.238514e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -22385250.000000 Penalty: 5961.843262
	Iteration 29Q: 3 clusters Score -2.238525e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163089 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -22385316.000000 Penalty: 5961.843262
	Iteration 30Q: 3 clusters Score -2.238532e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163265 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -22385362.000000 Penalty: 5961.843262
	Iteration 31Q: 3 clusters Score -2.238536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -22385324.000000 Penalty: 5961.843262
	Iteration 32Q: 3 clusters Score -2.238532e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22385364.000000 Penalty: 5961.843262
	Iteration 33Q: 3 clusters Score -2.238536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -22385356.000000 Penalty: 5961.843262
	Iteration 34Q: 3 clusters Score -2.238536e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22385348.000000 Penalty: 5961.843262
	Iteration 35Q: 3 clusters Score -2.238535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22385354.000000 Penalty: 5961.843262
	Iteration 36Q: 3 clusters Score -2.238535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22385366.000000 Penalty: 5961.843262
	Iteration 37Q: 3 clusters Score -2.238537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22385362.000000 Penalty: 5961.843262
	Iteration 38Q: 3 clusters Score -2.238536e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -22385372.000000 Penalty: 5961.843262
	Iteration 39Q: 3 clusters Score -2.238537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22385386.000000 Penalty: 5961.843262
	Iteration 40F: 3 clusters Score -2.238539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22385370.000000 Penalty: 5961.843262
	Iteration 41Q: 3 clusters Score -2.238537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22385380.000000 Penalty: 5961.843262
	Iteration 42Q: 3 clusters Score -2.238538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22385392.000000 Penalty: 5961.843262
	Iteration 43Q: 3 clusters Score -2.238539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22385412.000000 Penalty: 5961.843262
	Iteration 44Q: 3 clusters Score -2.238541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -22385426.000000 Penalty: 5961.843262
	Iteration 45Q: 3 clusters Score -2.238543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22385434.000000 Penalty: 5961.843262
	Iteration 46Q: 3 clusters Score -2.238543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -22385434.000000 Penalty: 5961.843262
	Iteration 47Q: 3 clusters Score -2.238543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164066 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -22385432.000000 Penalty: 5961.843262
	Iteration 48Q: 3 clusters Score -2.238543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -22385438.000000 Penalty: 5961.843262
	Iteration 49Q: 3 clusters Score -2.238544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164071 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -22385434.000000 Penalty: 5961.843262
	Iteration 50Q: 3 clusters Score -2.238543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164072 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22385448.000000 Penalty: 5961.843262
	Iteration 51Q: 3 clusters Score -2.238545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -22385452.000000 Penalty: 5961.843262
	Iteration 52Q: 3 clusters Score -2.238545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22385456.000000 Penalty: 5961.843262
	Iteration 53Q: 3 clusters Score -2.238546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22385430.000000 Penalty: 5961.843262
	Iteration 54Q: 3 clusters Score -2.238543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22385424.000000 Penalty: 5961.843262
	Iteration 55Q: 3 clusters Score -2.238542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22385408.000000 Penalty: 5961.843262
	Iteration 56Q: 3 clusters Score -2.238541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -22385414.000000 Penalty: 5961.843262
	Iteration 57Q: 3 clusters Score -2.238541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -22385424.000000 Penalty: 5961.843262
	Iteration 58Q: 3 clusters Score -2.238542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22385420.000000 Penalty: 5961.843262
	Iteration 59Q: 3 clusters Score -2.238542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -22385406.000000 Penalty: 5961.843262
	Iteration 60F: 3 clusters Score -2.238541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22385420.000000 Penalty: 5961.843262
	Iteration 61Q: 3 clusters Score -2.238542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22385442.000000 Penalty: 5961.843262
	Iteration 62Q: 3 clusters Score -2.238544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22385430.000000 Penalty: 5961.843262
	Iteration 63Q: 3 clusters Score -2.238543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22385436.000000 Penalty: 5961.843262
	Iteration 64Q: 3 clusters Score -2.238544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22385440.000000 Penalty: 5961.843262
	Iteration 65Q: 3 clusters Score -2.238544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22385450.000000 Penalty: 5961.843262
	Iteration 66Q: 3 clusters Score -2.238545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22385446.000000 Penalty: 5961.843262
	Iteration 67Q: 3 clusters Score -2.238545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164227 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22385470.000000 Penalty: 5961.843262
	Iteration 68Q: 3 clusters Score -2.238547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22385440.000000 Penalty: 5961.843262
	Iteration 69Q: 3 clusters Score -2.238544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -22385444.000000 Penalty: 5961.843262
	Iteration 70Q: 3 clusters Score -2.238544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22385436.000000 Penalty: 5961.843262
	Iteration 71Q: 3 clusters Score -2.238544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22385454.000000 Penalty: 5961.843262
	Iteration 72Q: 3 clusters Score -2.238545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -22385446.000000 Penalty: 5961.843262
	Iteration 73Q: 3 clusters Score -2.238545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -22385440.000000 Penalty: 5961.843262
	Iteration 74Q: 3 clusters Score -2.238544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22385446.000000 Penalty: 5961.843262
	Iteration 75Q: 3 clusters Score -2.238545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22385446.000000 Penalty: 5961.843262
	Iteration 76F: 3 clusters Score -2.238545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (219398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219398 members 
Entering Unmasked Estep 
Score: -29362940.000000 Penalty: 3050.063477
	Iteration 0F: 2 clusters Score -2.936294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -29222134.000000 Penalty: 6100.126953
	Iteration 0F: 3 clusters Score -2.922213e+07 nChanged 105666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -29285178.000000 Penalty: 6100.126953
	Iteration 1F: 3 clusters Score -2.928518e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -29288124.000000 Penalty: 6100.126953
	Iteration 2Q: 3 clusters Score -2.928812e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -29292624.000000 Penalty: 6100.126953
	Iteration 3Q: 3 clusters Score -2.929262e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -29299410.000000 Penalty: 6100.126953
	Iteration 4Q: 3 clusters Score -2.929941e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -29307738.000000 Penalty: 6100.126953
	Iteration 5F: 3 clusters Score -2.930774e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -29318464.000000 Penalty: 6100.126953
	Iteration 6F: 3 clusters Score -2.931846e+07 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -29329838.000000 Penalty: 6100.126953
	Iteration 7F: 3 clusters Score -2.932984e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -29338064.000000 Penalty: 6100.126953
	Iteration 8F: 3 clusters Score -2.933806e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -29341964.000000 Penalty: 6100.126953
	Iteration 9Q: 3 clusters Score -2.934196e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -29344536.000000 Penalty: 6100.126953
	Iteration 10Q: 3 clusters Score -2.934454e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -29346436.000000 Penalty: 6100.126953
	Iteration 11Q: 3 clusters Score -2.934644e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -29348310.000000 Penalty: 6100.126953
	Iteration 12Q: 3 clusters Score -2.934831e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -29349796.000000 Penalty: 6100.126953
	Iteration 13Q: 3 clusters Score -2.93498e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -29351046.000000 Penalty: 6100.126953
	Iteration 14Q: 3 clusters Score -2.935105e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136641 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -29352162.000000 Penalty: 6100.126953
	Iteration 15Q: 3 clusters Score -2.935216e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -29353062.000000 Penalty: 6100.126953
	Iteration 16Q: 3 clusters Score -2.935306e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142233 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -29353686.000000 Penalty: 6100.126953
	Iteration 17Q: 3 clusters Score -2.935369e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -29354410.000000 Penalty: 6100.126953
	Iteration 18Q: 3 clusters Score -2.935441e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -29354942.000000 Penalty: 6100.126953
	Iteration 19Q: 3 clusters Score -2.935494e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -29355668.000000 Penalty: 6100.126953
	Iteration 20F: 3 clusters Score -2.935567e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154301 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -29356340.000000 Penalty: 6100.126953
	Iteration 21Q: 3 clusters Score -2.935634e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -29356830.000000 Penalty: 6100.126953
	Iteration 22Q: 3 clusters Score -2.935683e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -29357360.000000 Penalty: 6100.126953
	Iteration 23Q: 3 clusters Score -2.935736e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -29358028.000000 Penalty: 6100.126953
	Iteration 24Q: 3 clusters Score -2.935803e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -29358750.000000 Penalty: 6100.126953
	Iteration 25Q: 3 clusters Score -2.935875e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -29359532.000000 Penalty: 6100.126953
	Iteration 26Q: 3 clusters Score -2.935953e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -29360374.000000 Penalty: 6100.126953
	Iteration 27Q: 3 clusters Score -2.936037e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -29360906.000000 Penalty: 6100.126953
	Iteration 28Q: 3 clusters Score -2.936091e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -29361364.000000 Penalty: 6100.126953
	Iteration 29Q: 3 clusters Score -2.936136e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -29361920.000000 Penalty: 6100.126953
	Iteration 30Q: 3 clusters Score -2.936192e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186107 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -29362416.000000 Penalty: 6100.126953
	Iteration 31Q: 3 clusters Score -2.936242e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189079 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -29362748.000000 Penalty: 6100.126953
	Iteration 32Q: 3 clusters Score -2.936275e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191857 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -29363024.000000 Penalty: 6100.126953
	Iteration 33Q: 3 clusters Score -2.936302e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194434 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -29363100.000000 Penalty: 6100.126953
	Iteration 34Q: 3 clusters Score -2.93631e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196697 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -29363088.000000 Penalty: 6100.126953
	Iteration 35Q: 3 clusters Score -2.936309e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198646 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -29363180.000000 Penalty: 6100.126953
	Iteration 36Q: 3 clusters Score -2.936318e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200320 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -29363036.000000 Penalty: 6100.126953
	Iteration 37Q: 3 clusters Score -2.936304e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201718 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -29363002.000000 Penalty: 6100.126953
	Iteration 38Q: 3 clusters Score -2.9363e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202873 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -29362844.000000 Penalty: 6100.126953
	Iteration 39Q: 3 clusters Score -2.936284e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203842 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -29363072.000000 Penalty: 6100.126953
	Iteration 40F: 3 clusters Score -2.936307e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205603 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -29363210.000000 Penalty: 6100.126953
	Iteration 41Q: 3 clusters Score -2.936321e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207110 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -29363104.000000 Penalty: 6100.126953
	Iteration 42Q: 3 clusters Score -2.93631e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208442 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -29363140.000000 Penalty: 6100.126953
	Iteration 43Q: 3 clusters Score -2.936314e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209568 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -29362946.000000 Penalty: 6100.126953
	Iteration 44Q: 3 clusters Score -2.936295e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210541 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -29362758.000000 Penalty: 6100.126953
	Iteration 45Q: 3 clusters Score -2.936276e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211418 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -29362730.000000 Penalty: 6100.126953
	Iteration 46Q: 3 clusters Score -2.936273e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212141 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -29362594.000000 Penalty: 6100.126953
	Iteration 47Q: 3 clusters Score -2.936259e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212782 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -29362550.000000 Penalty: 6100.126953
	Iteration 48Q: 3 clusters Score -2.936255e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213332 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -29362492.000000 Penalty: 6100.126953
	Iteration 49Q: 3 clusters Score -2.936249e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213820 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -29362432.000000 Penalty: 6100.126953
	Iteration 50Q: 3 clusters Score -2.936243e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214262 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -29362298.000000 Penalty: 6100.126953
	Iteration 51Q: 3 clusters Score -2.93623e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214652 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -29362246.000000 Penalty: 6100.126953
	Iteration 52Q: 3 clusters Score -2.936225e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214993 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -29362106.000000 Penalty: 6100.126953
	Iteration 53Q: 3 clusters Score -2.936211e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215272 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -29362096.000000 Penalty: 6100.126953
	Iteration 54Q: 3 clusters Score -2.93621e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215525 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -29361984.000000 Penalty: 6100.126953
	Iteration 55Q: 3 clusters Score -2.936198e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215755 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -29361948.000000 Penalty: 6100.126953
	Iteration 56Q: 3 clusters Score -2.936195e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215958 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -29361922.000000 Penalty: 6100.126953
	Iteration 57Q: 3 clusters Score -2.936192e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216144 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -29361860.000000 Penalty: 6100.126953
	Iteration 58Q: 3 clusters Score -2.936186e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216326 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -29361782.000000 Penalty: 6100.126953
	Iteration 59Q: 3 clusters Score -2.936178e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216480 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -29361712.000000 Penalty: 6100.126953
	Iteration 60F: 3 clusters Score -2.936171e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216612 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -29361694.000000 Penalty: 6100.126953
	Iteration 61Q: 3 clusters Score -2.936169e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216734 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -29361626.000000 Penalty: 6100.126953
	Iteration 62Q: 3 clusters Score -2.936163e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216864 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -29361544.000000 Penalty: 6100.126953
	Iteration 63Q: 3 clusters Score -2.936154e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216979 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -29361468.000000 Penalty: 6100.126953
	Iteration 64Q: 3 clusters Score -2.936147e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217078 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -29361414.000000 Penalty: 6100.126953
	Iteration 65Q: 3 clusters Score -2.936141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217173 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -29361410.000000 Penalty: 6100.126953
	Iteration 66Q: 3 clusters Score -2.936141e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -29361384.000000 Penalty: 6100.126953
	Iteration 67Q: 3 clusters Score -2.936138e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217323 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -29361318.000000 Penalty: 6100.126953
	Iteration 68Q: 3 clusters Score -2.936132e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217391 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -29361294.000000 Penalty: 6100.126953
	Iteration 69Q: 3 clusters Score -2.936129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217461 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -29361232.000000 Penalty: 6100.126953
	Iteration 70Q: 3 clusters Score -2.936123e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217516 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -29361220.000000 Penalty: 6100.126953
	Iteration 71Q: 3 clusters Score -2.936122e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217568 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -29361192.000000 Penalty: 6100.126953
	Iteration 72Q: 3 clusters Score -2.936119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217616 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -29361168.000000 Penalty: 6100.126953
	Iteration 73Q: 3 clusters Score -2.936117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217657 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -29361188.000000 Penalty: 6100.126953
	Iteration 74Q: 3 clusters Score -2.936119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217696 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -29361198.000000 Penalty: 6100.126953
	Iteration 75Q: 3 clusters Score -2.93612e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217735 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -29361194.000000 Penalty: 6100.126953
	Iteration 76Q: 3 clusters Score -2.936119e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217780 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -29361194.000000 Penalty: 6100.126953
	Iteration 77Q: 3 clusters Score -2.936119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217821 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29361158.000000 Penalty: 6100.126953
	Iteration 78Q: 3 clusters Score -2.936116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217854 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -29361156.000000 Penalty: 6100.126953
	Iteration 79Q: 3 clusters Score -2.936116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217881 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -29361132.000000 Penalty: 6100.126953
	Iteration 80F: 3 clusters Score -2.936113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -29361122.000000 Penalty: 6100.126953
	Iteration 81Q: 3 clusters Score -2.936112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217921 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -29361128.000000 Penalty: 6100.126953
	Iteration 82Q: 3 clusters Score -2.936113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217942 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -29361108.000000 Penalty: 6100.126953
	Iteration 83Q: 3 clusters Score -2.936111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -29361090.000000 Penalty: 6100.126953
	Iteration 84Q: 3 clusters Score -2.936109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218000 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -29361086.000000 Penalty: 6100.126953
	Iteration 85Q: 3 clusters Score -2.936109e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -29361066.000000 Penalty: 6100.126953
	Iteration 86Q: 3 clusters Score -2.936107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218056 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -29361082.000000 Penalty: 6100.126953
	Iteration 87Q: 3 clusters Score -2.936108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218074 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -29361084.000000 Penalty: 6100.126953
	Iteration 88Q: 3 clusters Score -2.936108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218091 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -29361072.000000 Penalty: 6100.126953
	Iteration 89Q: 3 clusters Score -2.936107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218103 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -29361098.000000 Penalty: 6100.126953
	Iteration 90Q: 3 clusters Score -2.93611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218113 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -29361090.000000 Penalty: 6100.126953
	Iteration 91Q: 3 clusters Score -2.936109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -29361090.000000 Penalty: 6100.126953
	Iteration 92Q: 3 clusters Score -2.936109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218126 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -29361056.000000 Penalty: 6100.126953
	Iteration 93Q: 3 clusters Score -2.936106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218136 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -29361074.000000 Penalty: 6100.126953
	Iteration 94Q: 3 clusters Score -2.936107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218146 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -29361060.000000 Penalty: 6100.126953
	Iteration 95Q: 3 clusters Score -2.936106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218154 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -29361058.000000 Penalty: 6100.126953
	Iteration 96Q: 3 clusters Score -2.936106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218164 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -29361038.000000 Penalty: 6100.126953
	Iteration 97Q: 3 clusters Score -2.936104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218175 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -29361054.000000 Penalty: 6100.126953
	Iteration 98Q: 3 clusters Score -2.936105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218187 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -29361072.000000 Penalty: 6100.126953
	Iteration 99Q: 3 clusters Score -2.936107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218197 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -29361066.000000 Penalty: 6100.126953
	Iteration 100F: 3 clusters Score -2.936107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218202 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29361052.000000 Penalty: 6100.126953
	Iteration 101Q: 3 clusters Score -2.936105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218205 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -29361048.000000 Penalty: 6100.126953
	Iteration 102Q: 3 clusters Score -2.936105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218211 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -29361046.000000 Penalty: 6100.126953
	Iteration 103Q: 3 clusters Score -2.936105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218217 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -29361068.000000 Penalty: 6100.126953
	Iteration 104Q: 3 clusters Score -2.936107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218221 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -29361060.000000 Penalty: 6100.126953
	Iteration 105Q: 3 clusters Score -2.936106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218227 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -29361056.000000 Penalty: 6100.126953
	Iteration 106Q: 3 clusters Score -2.936106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218232 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29361072.000000 Penalty: 6100.126953
	Iteration 107Q: 3 clusters Score -2.936107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218238 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29361082.000000 Penalty: 6100.126953
	Iteration 108Q: 3 clusters Score -2.936108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218243 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -29361074.000000 Penalty: 6100.126953
	Iteration 109Q: 3 clusters Score -2.936107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218244 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -29361070.000000 Penalty: 6100.126953
	Iteration 110Q: 3 clusters Score -2.936107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29361088.000000 Penalty: 6100.126953
	Iteration 111Q: 3 clusters Score -2.936109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218252 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29361090.000000 Penalty: 6100.126953
	Iteration 112Q: 3 clusters Score -2.936109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218256 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29361080.000000 Penalty: 6100.126953
	Iteration 113Q: 3 clusters Score -2.936108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218261 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -29361070.000000 Penalty: 6100.126953
	Iteration 114Q: 3 clusters Score -2.936107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218266 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29361076.000000 Penalty: 6100.126953
	Iteration 115Q: 3 clusters Score -2.936108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218270 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29361062.000000 Penalty: 6100.126953
	Iteration 116Q: 3 clusters Score -2.936106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29361074.000000 Penalty: 6100.126953
	Iteration 117Q: 3 clusters Score -2.936107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29361074.000000 Penalty: 6100.126953
	Iteration 118F: 3 clusters Score -2.936107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Entering Unmasked Estep 
Score: -7581431.000000 Penalty: 2710.914062
	Iteration 0F: 2 clusters Score -7581431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7544009.500000 Penalty: 5421.828125
	Iteration 0F: 3 clusters Score -7544010 nChanged 25796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -7559009.500000 Penalty: 5421.828125
	Iteration 1F: 3 clusters Score -7559010 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7560072.500000 Penalty: 5421.828125
	Iteration 2Q: 3 clusters Score -7560072 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7561348 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -7562970.500000 Penalty: 5421.828125
	Iteration 4F: 3 clusters Score -7562970 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -7565009.000000 Penalty: 5421.828125
	Iteration 5F: 3 clusters Score -7565009 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -7567792.500000 Penalty: 5421.828125
	Iteration 6F: 3 clusters Score -7567792 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7570986.500000 Penalty: 5421.828125
	Iteration 7F: 3 clusters Score -7570986 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7573314.000000 Penalty: 5421.828125
	Iteration 8F: 3 clusters Score -7573314 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7574461.000000 Penalty: 5421.828125
	Iteration 9Q: 3 clusters Score -7574461 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -7574917.500000 Penalty: 5421.828125
	Iteration 10Q: 3 clusters Score -7574918 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -7575163.000000 Penalty: 5421.828125
	Iteration 11Q: 3 clusters Score -7575163 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7575418.000000 Penalty: 5421.828125
	Iteration 12Q: 3 clusters Score -7575418 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -7575633.000000 Penalty: 5421.828125
	Iteration 13Q: 3 clusters Score -7575633 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -7575839.000000 Penalty: 5421.828125
	Iteration 14Q: 3 clusters Score -7575839 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -7576031.500000 Penalty: 5421.828125
	Iteration 15Q: 3 clusters Score -7576032 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -7576242.500000 Penalty: 5421.828125
	Iteration 16Q: 3 clusters Score -7576242 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -7576380.500000 Penalty: 5421.828125
	Iteration 17Q: 3 clusters Score -7576380 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -7576594.500000 Penalty: 5421.828125
	Iteration 18Q: 3 clusters Score -7576594 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -7576771.500000 Penalty: 5421.828125
	Iteration 19Q: 3 clusters Score -7576772 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -7576948.000000 Penalty: 5421.828125
	Iteration 20F: 3 clusters Score -7576948 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -7577124.500000 Penalty: 5421.828125
	Iteration 21Q: 3 clusters Score -7577124 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7577286.000000 Penalty: 5421.828125
	Iteration 22Q: 3 clusters Score -7577286 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -7577471.500000 Penalty: 5421.828125
	Iteration 23Q: 3 clusters Score -7577472 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -7577649.500000 Penalty: 5421.828125
	Iteration 24Q: 3 clusters Score -7577650 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7577855.000000 Penalty: 5421.828125
	Iteration 25Q: 3 clusters Score -7577855 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7577961.500000 Penalty: 5421.828125
	Iteration 26Q: 3 clusters Score -7577962 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -7578087.000000 Penalty: 5421.828125
	Iteration 27Q: 3 clusters Score -7578087 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7578230.500000 Penalty: 5421.828125
	Iteration 28Q: 3 clusters Score -7578230 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7578385.500000 Penalty: 5421.828125
	Iteration 29Q: 3 clusters Score -7578386 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7578516.000000 Penalty: 5421.828125
	Iteration 30Q: 3 clusters Score -7578516 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7578618.000000 Penalty: 5421.828125
	Iteration 31Q: 3 clusters Score -7578618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7578705.500000 Penalty: 5421.828125
	Iteration 32Q: 3 clusters Score -7578706 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7578808.500000 Penalty: 5421.828125
	Iteration 33Q: 3 clusters Score -7578808 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7578875.000000 Penalty: 5421.828125
	Iteration 34Q: 3 clusters Score -7578875 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -7578937.500000 Penalty: 5421.828125
	Iteration 35Q: 3 clusters Score -7578938 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7579007.000000 Penalty: 5421.828125
	Iteration 36Q: 3 clusters Score -7579007 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7579066.000000 Penalty: 5421.828125
	Iteration 37Q: 3 clusters Score -7579066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7579135.000000 Penalty: 5421.828125
	Iteration 38Q: 3 clusters Score -7579135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7579180.500000 Penalty: 5421.828125
	Iteration 39Q: 3 clusters Score -7579180 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7579251.000000 Penalty: 5421.828125
	Iteration 40F: 3 clusters Score -7579251 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7579306.000000 Penalty: 5421.828125
	Iteration 41Q: 3 clusters Score -7579306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7579346.500000 Penalty: 5421.828125
	Iteration 42Q: 3 clusters Score -7579346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7579399.000000 Penalty: 5421.828125
	Iteration 43Q: 3 clusters Score -7579399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7579432.500000 Penalty: 5421.828125
	Iteration 44Q: 3 clusters Score -7579432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7579452.000000 Penalty: 5421.828125
	Iteration 45Q: 3 clusters Score -7579452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7579459.000000 Penalty: 5421.828125
	Iteration 46Q: 3 clusters Score -7579459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7579484.500000 Penalty: 5421.828125
	Iteration 47Q: 3 clusters Score -7579484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7579515.500000 Penalty: 5421.828125
	Iteration 48Q: 3 clusters Score -7579516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7579517.000000 Penalty: 5421.828125
	Iteration 49Q: 3 clusters Score -7579517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7579532.500000 Penalty: 5421.828125
	Iteration 50Q: 3 clusters Score -7579532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7579553.500000 Penalty: 5421.828125
	Iteration 51Q: 3 clusters Score -7579554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7579577.000000 Penalty: 5421.828125
	Iteration 52Q: 3 clusters Score -7579577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7579580.000000 Penalty: 5421.828125
	Iteration 53Q: 3 clusters Score -7579580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7579584.500000 Penalty: 5421.828125
	Iteration 54Q: 3 clusters Score -7579584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7579597.500000 Penalty: 5421.828125
	Iteration 55Q: 3 clusters Score -7579598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7579602.500000 Penalty: 5421.828125
	Iteration 56Q: 3 clusters Score -7579602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7579609.500000 Penalty: 5421.828125
	Iteration 57Q: 3 clusters Score -7579610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7579615.500000 Penalty: 5421.828125
	Iteration 58Q: 3 clusters Score -7579616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7579620.500000 Penalty: 5421.828125
	Iteration 59Q: 3 clusters Score -7579620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7579625.500000 Penalty: 5421.828125
	Iteration 60F: 3 clusters Score -7579626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7579629.000000 Penalty: 5421.828125
	Iteration 61Q: 3 clusters Score -7579629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7579632.500000 Penalty: 5421.828125
	Iteration 62Q: 3 clusters Score -7579632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7579629.000000 Penalty: 5421.828125
	Iteration 63Q: 3 clusters Score -7579629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7579626.500000 Penalty: 5421.828125
	Iteration 64Q: 3 clusters Score -7579626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7579639.500000 Penalty: 5421.828125
	Iteration 65Q: 3 clusters Score -7579640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7579641.500000 Penalty: 5421.828125
	Iteration 66Q: 3 clusters Score -7579642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7579642.500000 Penalty: 5421.828125
	Iteration 67Q: 3 clusters Score -7579642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7579642.500000 Penalty: 5421.828125
	Iteration 68Q: 3 clusters Score -7579642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7579647.000000 Penalty: 5421.828125
	Iteration 69Q: 3 clusters Score -7579647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7579644.000000 Penalty: 5421.828125
	Iteration 70Q: 3 clusters Score -7579644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7579647.500000 Penalty: 5421.828125
	Iteration 71Q: 3 clusters Score -7579648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7579648.500000 Penalty: 5421.828125
	Iteration 72Q: 3 clusters Score -7579648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7579648.500000 Penalty: 5421.828125
	Iteration 73F: 3 clusters Score -7579648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 112417 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 159584 members 
Mstep: Class 9 contains 174825 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 169876 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 15 contains 137168 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 166017 members 
Mstep: Class 20 contains 219398 members 
Mstep: Class 22 contains 55888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334416.000000 Penalty: 73593.648438
Iteration 79Q: 22 clusters Score -1.803344e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 112440 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 159493 members 
Mstep: Class 9 contains 174937 members 
Mstep: Class 10 contains 39448 members 
Mstep: Class 11 contains 169918 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 137486 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 44630 members 
Mstep: Class 19 contains 165915 members 
Mstep: Class 20 contains 219037 members 
Mstep: Class 22 contains 55821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334112.000000 Penalty: 73593.648438
Iteration 80F: 22 clusters Score -1.803341e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 3623 members 
Mstep: Class 4 contains 112476 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13612 members 
Mstep: Class 8 contains 159383 members 
Mstep: Class 9 contains 175075 members 
Mstep: Class 10 contains 39421 members 
Mstep: Class 11 contains 169969 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 137822 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 44681 members 
Mstep: Class 19 contains 165836 members 
Mstep: Class 20 contains 218624 members 
Mstep: Class 22 contains 55775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333856.000000 Penalty: 73593.648438
Iteration 81Q: 22 clusters Score -1.803339e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 112513 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 13641 members 
Mstep: Class 8 contains 159269 members 
Mstep: Class 9 contains 175238 members 
Mstep: Class 10 contains 39414 members 
Mstep: Class 11 contains 170035 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 138141 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 44680 members 
Mstep: Class 19 contains 165767 members 
Mstep: Class 20 contains 218232 members 
Mstep: Class 22 contains 55729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334080.000000 Penalty: 73593.648438
Iteration 82Q: 22 clusters Score -1.803341e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 5600 members 
Mstep: Class 3 contains 3643 members 
Mstep: Class 4 contains 112584 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13681 members 
Mstep: Class 8 contains 159149 members 
Mstep: Class 9 contains 175397 members 
Mstep: Class 10 contains 39398 members 
Mstep: Class 11 contains 170066 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 138472 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 44671 members 
Mstep: Class 19 contains 165739 members 
Mstep: Class 20 contains 217810 members 
Mstep: Class 22 contains 55683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334016.000000 Penalty: 73593.648438
Iteration 83Q: 22 clusters Score -1.80334e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 112655 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 13724 members 
Mstep: Class 8 contains 159038 members 
Mstep: Class 9 contains 175579 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 170103 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 138813 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 44641 members 
Mstep: Class 19 contains 165719 members 
Mstep: Class 20 contains 217357 members 
Mstep: Class 22 contains 55629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334256.000000 Penalty: 73593.648438
Iteration 84Q: 22 clusters Score -1.803343e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 112700 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 158941 members 
Mstep: Class 9 contains 175754 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 170130 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 139166 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 44582 members 
Mstep: Class 19 contains 165710 members 
Mstep: Class 20 contains 216917 members 
Mstep: Class 22 contains 55594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334400.000000 Penalty: 73593.648438
Iteration 85Q: 22 clusters Score -1.803344e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 3674 members 
Mstep: Class 4 contains 112759 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 158886 members 
Mstep: Class 9 contains 175943 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 170120 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 139501 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 44495 members 
Mstep: Class 19 contains 165724 members 
Mstep: Class 20 contains 216491 members 
Mstep: Class 22 contains 55543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334768.000000 Penalty: 73593.648438
Iteration 86Q: 22 clusters Score -1.803348e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 112820 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 158838 members 
Mstep: Class 9 contains 176177 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 170123 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 139819 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 18 contains 44368 members 
Mstep: Class 19 contains 165746 members 
Mstep: Class 20 contains 216060 members 
Mstep: Class 22 contains 55479 members 
Entering Unmasked Estep 
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Score: -180334672.000000 Penalty: 73593.648438
Iteration 87Q: 22 clusters Score -1.803347e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 112898 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 13826 members 
Mstep: Class 8 contains 158759 members 
Mstep: Class 9 contains 176402 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 170115 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 140106 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 44256 members 
Mstep: Class 19 contains 165778 members 
Mstep: Class 20 contains 215650 members 
Mstep: Class 22 contains 55438 members 
Entering Unmasked Estep 
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Iteration 88Q: 22 clusters Score -1.803346e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 112969 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13859 members 
Mstep: Class 8 contains 158653 members 
Mstep: Class 9 contains 176628 members 
Mstep: Class 10 contains 39397 members 
Mstep: Class 11 contains 170115 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 140401 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 44069 members 
Mstep: Class 19 contains 165814 members 
Mstep: Class 20 contains 215280 members 
Mstep: Class 22 contains 55408 members 
Entering Unmasked Estep 
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Score: -180334752.000000 Penalty: 73593.648438
Iteration 89Q: 22 clusters Score -1.803348e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 113052 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13876 members 
Mstep: Class 8 contains 158529 members 
Mstep: Class 9 contains 176825 members 
Mstep: Class 10 contains 39388 members 
Mstep: Class 11 contains 170132 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 140732 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 43866 members 
Mstep: Class 19 contains 165853 members 
Mstep: Class 20 contains 214922 members 
Mstep: Class 22 contains 55381 members 
Entering Unmasked Estep 
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Score: -180334896.000000 Penalty: 73593.648438
Iteration 90Q: 22 clusters Score -1.803349e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 113124 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13906 members 
Mstep: Class 8 contains 158421 members 
Mstep: Class 9 contains 176998 members 
Mstep: Class 10 contains 39368 members 
Mstep: Class 11 contains 170162 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 141140 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 165862 members 
Mstep: Class 20 contains 214589 members 
Mstep: Class 22 contains 55345 members 
Entering Unmasked Estep 
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Score: -180334896.000000 Penalty: 73593.648438
Iteration 91Q: 22 clusters Score -1.803349e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 113198 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13930 members 
Mstep: Class 8 contains 158324 members 
Mstep: Class 9 contains 177174 members 
Mstep: Class 10 contains 39363 members 
Mstep: Class 11 contains 170182 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 141566 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 43333 members 
Mstep: Class 19 contains 165840 members 
Mstep: Class 20 contains 214293 members 
Mstep: Class 22 contains 55316 members 
Entering Unmasked Estep 
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Score: -180334768.000000 Penalty: 73593.648438
Iteration 92Q: 22 clusters Score -1.803348e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 113261 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 158229 members 
Mstep: Class 9 contains 177341 members 
Mstep: Class 10 contains 39356 members 
Mstep: Class 11 contains 170198 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 141955 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 43065 members 
Mstep: Class 19 contains 165817 members 
Mstep: Class 20 contains 214061 members 
Mstep: Class 22 contains 55277 members 
Entering Unmasked Estep 
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Score: -180334736.000000 Penalty: 73593.648438
Iteration 93Q: 22 clusters Score -1.803347e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113334 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 13986 members 
Mstep: Class 8 contains 158164 members 
Mstep: Class 9 contains 177508 members 
Mstep: Class 10 contains 39344 members 
Mstep: Class 11 contains 170188 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 142408 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 42754 members 
Mstep: Class 19 contains 165773 members 
Mstep: Class 20 contains 213808 members 
Mstep: Class 22 contains 55233 members 
Entering Unmasked Estep 
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Score: -180335152.000000 Penalty: 73593.648438
Iteration 94Q: 22 clusters Score -1.803352e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113386 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 8 contains 158081 members 
Mstep: Class 9 contains 177676 members 
Mstep: Class 10 contains 39329 members 
Mstep: Class 11 contains 170213 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 142920 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 165723 members 
Mstep: Class 20 contains 213577 members 
Mstep: Class 22 contains 55194 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -1.803352e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113415 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14049 members 
Mstep: Class 8 contains 158008 members 
Mstep: Class 9 contains 177840 members 
Mstep: Class 10 contains 39312 members 
Mstep: Class 11 contains 170226 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 143452 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 42010 members 
Mstep: Class 19 contains 165660 members 
Mstep: Class 20 contains 213347 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
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Score: -180335152.000000 Penalty: 73593.648438
Iteration 96Q: 22 clusters Score -1.803352e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 5704 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113441 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 157961 members 
Mstep: Class 9 contains 177997 members 
Mstep: Class 10 contains 39299 members 
Mstep: Class 11 contains 170218 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 143909 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 41604 members 
Mstep: Class 19 contains 165651 members 
Mstep: Class 20 contains 213131 members 
Mstep: Class 22 contains 55143 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.803351e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113481 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 157866 members 
Mstep: Class 9 contains 178196 members 
Mstep: Class 10 contains 39276 members 
Mstep: Class 11 contains 170233 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 144384 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 41202 members 
Mstep: Class 19 contains 165592 members 
Mstep: Class 20 contains 212934 members 
Mstep: Class 22 contains 55120 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.803357e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 113509 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 157791 members 
Mstep: Class 9 contains 178394 members 
Mstep: Class 10 contains 39267 members 
Mstep: Class 11 contains 170240 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 144822 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 40767 members 
Mstep: Class 19 contains 165571 members 
Mstep: Class 20 contains 212752 members 
Mstep: Class 22 contains 55098 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.803361e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 113521 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14277 members 
Mstep: Class 8 contains 157689 members 
Mstep: Class 9 contains 178660 members 
Mstep: Class 10 contains 39267 members 
Mstep: Class 11 contains 170240 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 145267 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2297 members 
Mstep: Class 18 contains 40270 members 
Mstep: Class 19 contains 165550 members 
Mstep: Class 20 contains 212561 members 
Mstep: Class 22 contains 55100 members 
Entering Unmasked Estep 
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Score: -180336384.000000 Penalty: 73593.648438
Iteration 100F: 22 clusters Score -1.803364e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 113556 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14358 members 
Mstep: Class 8 contains 157575 members 
Mstep: Class 9 contains 178895 members 
Mstep: Class 10 contains 39262 members 
Mstep: Class 11 contains 170261 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 145812 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 39694 members 
Mstep: Class 19 contains 165506 members 
Mstep: Class 20 contains 212349 members 
Mstep: Class 22 contains 55101 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.803366e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 113594 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14395 members 
Mstep: Class 8 contains 157464 members 
Mstep: Class 9 contains 179113 members 
Mstep: Class 10 contains 39271 members 
Mstep: Class 11 contains 170301 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 146425 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 39089 members 
Mstep: Class 19 contains 165489 members 
Mstep: Class 20 contains 212124 members 
Mstep: Class 22 contains 55080 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.803374e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 113609 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14447 members 
Mstep: Class 8 contains 157381 members 
Mstep: Class 9 contains 179350 members 
Mstep: Class 10 contains 39271 members 
Mstep: Class 11 contains 170325 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 147059 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 38441 members 
Mstep: Class 19 contains 165438 members 
Mstep: Class 20 contains 211944 members 
Mstep: Class 22 contains 55067 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.803372e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 113617 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14497 members 
Mstep: Class 8 contains 157282 members 
Mstep: Class 9 contains 179545 members 
Mstep: Class 10 contains 39275 members 
Mstep: Class 11 contains 170366 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 147802 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 37716 members 
Mstep: Class 19 contains 165387 members 
Mstep: Class 20 contains 211769 members 
Mstep: Class 22 contains 55047 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.803374e+08 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 113626 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14544 members 
Mstep: Class 8 contains 157229 members 
Mstep: Class 9 contains 179730 members 
Mstep: Class 10 contains 39267 members 
Mstep: Class 11 contains 170368 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 148657 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 36975 members 
Mstep: Class 19 contains 165299 members 
Mstep: Class 20 contains 211569 members 
Mstep: Class 22 contains 55026 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.803382e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 5731 members 
Mstep: Class 3 contains 3731 members 
Mstep: Class 4 contains 113619 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14613 members 
Mstep: Class 8 contains 157160 members 
Mstep: Class 9 contains 179938 members 
Mstep: Class 10 contains 39276 members 
Mstep: Class 11 contains 170411 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 149439 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 36228 members 
Mstep: Class 19 contains 165191 members 
Mstep: Class 20 contains 211406 members 
Mstep: Class 22 contains 55014 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.803389e+08 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 113593 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14662 members 
Mstep: Class 8 contains 157158 members 
Mstep: Class 9 contains 180130 members 
Mstep: Class 10 contains 39299 members 
Mstep: Class 11 contains 170438 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 150159 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2386 members 
Mstep: Class 18 contains 35519 members 
Mstep: Class 19 contains 165101 members 
Mstep: Class 20 contains 211253 members 
Mstep: Class 22 contains 54990 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.803396e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 113598 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 157106 members 
Mstep: Class 9 contains 180257 members 
Mstep: Class 10 contains 39321 members 
Mstep: Class 11 contains 170487 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 150849 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 34849 members 
Mstep: Class 19 contains 165025 members 
Mstep: Class 20 contains 211130 members 
Mstep: Class 22 contains 54982 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.803403e+08 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 113585 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14769 members 
Mstep: Class 8 contains 157054 members 
Mstep: Class 9 contains 180472 members 
Mstep: Class 10 contains 39331 members 
Mstep: Class 11 contains 170574 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 151437 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 34200 members 
Mstep: Class 19 contains 164930 members 
Mstep: Class 20 contains 210977 members 
Mstep: Class 22 contains 54993 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.803407e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 113573 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14816 members 
Mstep: Class 8 contains 156988 members 
Mstep: Class 9 contains 180640 members 
Mstep: Class 10 contains 39345 members 
Mstep: Class 11 contains 170700 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 151875 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 33643 members 
Mstep: Class 19 contains 164905 members 
Mstep: Class 20 contains 210804 members 
Mstep: Class 22 contains 55001 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.803412e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 113576 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 156928 members 
Mstep: Class 9 contains 180811 members 
Mstep: Class 10 contains 39378 members 
Mstep: Class 11 contains 170775 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 152236 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 18 contains 33145 members 
Mstep: Class 19 contains 164933 members 
Mstep: Class 20 contains 210594 members 
Mstep: Class 22 contains 55026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342064.000000 Penalty: 73593.648438
Iteration 111Q: 22 clusters Score -1.803421e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 113646 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 156914 members 
Mstep: Class 9 contains 180939 members 
Mstep: Class 10 contains 39404 members 
Mstep: Class 11 contains 170826 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 152554 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 32724 members 
Mstep: Class 19 contains 164937 members 
Mstep: Class 20 contains 210366 members 
Mstep: Class 22 contains 55051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342416.000000 Penalty: 73593.648438
Iteration 112Q: 22 clusters Score -1.803424e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 113671 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 156868 members 
Mstep: Class 9 contains 181067 members 
Mstep: Class 10 contains 39400 members 
Mstep: Class 11 contains 170875 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 152764 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 32457 members 
Mstep: Class 19 contains 164907 members 
Mstep: Class 20 contains 210200 members 
Mstep: Class 22 contains 55090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343168.000000 Penalty: 73593.648438
Iteration 113Q: 22 clusters Score -1.803432e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 113692 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15071 members 
Mstep: Class 8 contains 156802 members 
Mstep: Class 9 contains 181217 members 
Mstep: Class 10 contains 39408 members 
Mstep: Class 11 contains 170905 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 152857 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 32355 members 
Mstep: Class 19 contains 164889 members 
Mstep: Class 20 contains 209959 members 
Mstep: Class 22 contains 55138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343936.000000 Penalty: 73593.648438
Iteration 114Q: 22 clusters Score -1.803439e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 113698 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15138 members 
Mstep: Class 8 contains 156832 members 
Mstep: Class 9 contains 181419 members 
Mstep: Class 10 contains 39422 members 
Mstep: Class 11 contains 170983 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 152766 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 32290 members 
Mstep: Class 19 contains 164911 members 
Mstep: Class 20 contains 209638 members 
Mstep: Class 22 contains 55204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344400.000000 Penalty: 73593.648438
Iteration 115Q: 22 clusters Score -1.803444e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 113691 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15202 members 
Mstep: Class 8 contains 156910 members 
Mstep: Class 9 contains 181611 members 
Mstep: Class 10 contains 39426 members 
Mstep: Class 11 contains 171132 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 152628 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 32231 members 
Mstep: Class 19 contains 164864 members 
Mstep: Class 20 contains 209363 members 
Mstep: Class 22 contains 55250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344816.000000 Penalty: 73593.648438
Iteration 116Q: 22 clusters Score -1.803448e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 113687 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15250 members 
Mstep: Class 8 contains 156949 members 
Mstep: Class 9 contains 181734 members 
Mstep: Class 10 contains 39418 members 
Mstep: Class 11 contains 171282 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 152483 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 32194 members 
Mstep: Class 19 contains 164876 members 
Mstep: Class 20 contains 209187 members 
Mstep: Class 22 contains 55261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345024.000000 Penalty: 73593.648438
Iteration 117Q: 22 clusters Score -1.80345e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 113685 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15298 members 
Mstep: Class 8 contains 156967 members 
Mstep: Class 9 contains 181821 members 
Mstep: Class 10 contains 39412 members 
Mstep: Class 11 contains 171427 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 152365 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 164921 members 
Mstep: Class 20 contains 208967 members 
Mstep: Class 22 contains 55277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345376.000000 Penalty: 73593.648438
Iteration 118Q: 22 clusters Score -1.803454e+08 nChanged 3050
Entering ConstructFrom: 
Score: -180345376.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (60468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Entering Unmasked Estep 
Score: -7863533.500000 Penalty: 2730.447754
	Iteration 0F: 2 clusters Score -7863534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -7822671.000000 Penalty: 5460.895508
	Iteration 0F: 3 clusters Score -7822671 nChanged 28222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7838396.000000 Penalty: 5460.895508
	Iteration 1F: 3 clusters Score -7838396 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -7838958.500000 Penalty: 5460.895508
	Iteration 2Q: 3 clusters Score -7838958 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -7839473.500000 Penalty: 5460.895508
	Iteration 3Q: 3 clusters Score -7839474 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -7840029.000000 Penalty: 5460.895508
	Iteration 4Q: 3 clusters Score -7840029 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7840545.000000 Penalty: 5460.895508
	Iteration 5Q: 3 clusters Score -7840545 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7841160.000000 Penalty: 5460.895508
	Iteration 6Q: 3 clusters Score -7841160 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -7841986.000000 Penalty: 5460.895508
	Iteration 7Q: 3 clusters Score -7841986 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7843126.500000 Penalty: 5460.895508
	Iteration 8Q: 3 clusters Score -7843126 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -7844787.000000 Penalty: 5460.895508
	Iteration 9F: 3 clusters Score -7844787 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -7847259.500000 Penalty: 5460.895508
	Iteration 10F: 3 clusters Score -7847260 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -7850209.000000 Penalty: 5460.895508
	Iteration 11F: 3 clusters Score -7850209 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7853422.000000 Penalty: 5460.895508
	Iteration 12F: 3 clusters Score -7853422 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7856344.000000 Penalty: 5460.895508
	Iteration 13F: 3 clusters Score -7856344 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -7858280.500000 Penalty: 5460.895508
	Iteration 14Q: 3 clusters Score -7858280 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -7859423.500000 Penalty: 5460.895508
	Iteration 15Q: 3 clusters Score -7859424 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -7860103.000000 Penalty: 5460.895508
	Iteration 16Q: 3 clusters Score -7860103 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -7860484.000000 Penalty: 5460.895508
	Iteration 17Q: 3 clusters Score -7860484 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7860738.500000 Penalty: 5460.895508
	Iteration 18Q: 3 clusters Score -7860738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7860883.000000 Penalty: 5460.895508
	Iteration 19Q: 3 clusters Score -7860883 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -7860982.500000 Penalty: 5460.895508
	Iteration 20F: 3 clusters Score -7860982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7861121.000000 Penalty: 5460.895508
	Iteration 21Q: 3 clusters Score -7861121 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -7861259.500000 Penalty: 5460.895508
	Iteration 22Q: 3 clusters Score -7861260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -7861433.000000 Penalty: 5460.895508
	Iteration 23Q: 3 clusters Score -7861433 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -7861650.500000 Penalty: 5460.895508
	Iteration 24Q: 3 clusters Score -7861650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -7861837.500000 Penalty: 5460.895508
	Iteration 25Q: 3 clusters Score -7861838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -7861952.000000 Penalty: 5460.895508
	Iteration 26Q: 3 clusters Score -7861952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -7862029.000000 Penalty: 5460.895508
	Iteration 27Q: 3 clusters Score -7862029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7862061.000000 Penalty: 5460.895508
	Iteration 28Q: 3 clusters Score -7862061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -7862089.500000 Penalty: 5460.895508
	Iteration 29Q: 3 clusters Score -7862090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -7862099.000000 Penalty: 5460.895508
	Iteration 30Q: 3 clusters Score -7862099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -7862105.000000 Penalty: 5460.895508
	Iteration 31Q: 3 clusters Score -7862105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -7862101.500000 Penalty: 5460.895508
	Iteration 32Q: 3 clusters Score -7862102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -7862110.500000 Penalty: 5460.895508
	Iteration 33Q: 3 clusters Score -7862110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -7862106.500000 Penalty: 5460.895508
	Iteration 34Q: 3 clusters Score -7862106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7862105.500000 Penalty: 5460.895508
	Iteration 35Q: 3 clusters Score -7862106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -7862110.500000 Penalty: 5460.895508
	Iteration 36Q: 3 clusters Score -7862110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7862106.000000 Penalty: 5460.895508
	Iteration 37Q: 3 clusters Score -7862106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -7862112.500000 Penalty: 5460.895508
	Iteration 38Q: 3 clusters Score -7862112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -7862107.500000 Penalty: 5460.895508
	Iteration 39Q: 3 clusters Score -7862108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -7862107.500000 Penalty: 5460.895508
	Iteration 40F: 3 clusters Score -7862108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -760344.187500 Penalty: 2144.018066
	Iteration 0F: 2 clusters Score -760344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -755362.562500 Penalty: 4288.036133
	Iteration 0F: 3 clusters Score -755362.6 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -756578.812500 Penalty: 4288.036133
	Iteration 1F: 3 clusters Score -756578.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -756799.812500 Penalty: 4288.036133
	Iteration 2F: 3 clusters Score -756799.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -756933.937500 Penalty: 4288.036133
	Iteration 3Q: 3 clusters Score -756933.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -757025.875000 Penalty: 4288.036133
	Iteration 4Q: 3 clusters Score -757025.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -757086.687500 Penalty: 4288.036133
	Iteration 5Q: 3 clusters Score -757086.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -757127.875000 Penalty: 4288.036133
	Iteration 6Q: 3 clusters Score -757127.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -757155.000000 Penalty: 4288.036133
	Iteration 7Q: 3 clusters Score -757155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -757172.062500 Penalty: 4288.036133
	Iteration 8Q: 3 clusters Score -757172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -757190.812500 Penalty: 4288.036133
	Iteration 9Q: 3 clusters Score -757190.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -757202.187500 Penalty: 4288.036133
	Iteration 10Q: 3 clusters Score -757202.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -757214.062500 Penalty: 4288.036133
	Iteration 11Q: 3 clusters Score -757214.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -757226.250000 Penalty: 4288.036133
	Iteration 12Q: 3 clusters Score -757226.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -757241.000000 Penalty: 4288.036133
	Iteration 13Q: 3 clusters Score -757241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -757266.187500 Penalty: 4288.036133
	Iteration 14Q: 3 clusters Score -757266.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -757292.000000 Penalty: 4288.036133
	Iteration 15Q: 3 clusters Score -757292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -757319.687500 Penalty: 4288.036133
	Iteration 16Q: 3 clusters Score -757319.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -757352.812500 Penalty: 4288.036133
	Iteration 17Q: 3 clusters Score -757352.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -757377.250000 Penalty: 4288.036133
	Iteration 18Q: 3 clusters Score -757377.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -757405.687500 Penalty: 4288.036133
	Iteration 19Q: 3 clusters Score -757405.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -757433.500000 Penalty: 4288.036133
	Iteration 20F: 3 clusters Score -757433.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -757468.312500 Penalty: 4288.036133
	Iteration 21Q: 3 clusters Score -757468.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -757503.750000 Penalty: 4288.036133
	Iteration 22Q: 3 clusters Score -757503.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -757552.312500 Penalty: 4288.036133
	Iteration 23Q: 3 clusters Score -757552.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -757612.187500 Penalty: 4288.036133
	Iteration 24Q: 3 clusters Score -757612.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -757657.937500 Penalty: 4288.036133
	Iteration 25Q: 3 clusters Score -757657.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -757705.500000 Penalty: 4288.036133
	Iteration 26Q: 3 clusters Score -757705.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -757749.812500 Penalty: 4288.036133
	Iteration 27Q: 3 clusters Score -757749.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -757806.937500 Penalty: 4288.036133
	Iteration 28Q: 3 clusters Score -757806.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -757858.000000 Penalty: 4288.036133
	Iteration 29Q: 3 clusters Score -757858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -757915.937500 Penalty: 4288.036133
	Iteration 30Q: 3 clusters Score -757915.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -757969.250000 Penalty: 4288.036133
	Iteration 31Q: 3 clusters Score -757969.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -758022.250000 Penalty: 4288.036133
	Iteration 32Q: 3 clusters Score -758022.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -758068.812500 Penalty: 4288.036133
	Iteration 33Q: 3 clusters Score -758068.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -758119.312500 Penalty: 4288.036133
	Iteration 34Q: 3 clusters Score -758119.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -758158.625000 Penalty: 4288.036133
	Iteration 35Q: 3 clusters Score -758158.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -758191.062500 Penalty: 4288.036133
	Iteration 36Q: 3 clusters Score -758191.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -758221.250000 Penalty: 4288.036133
	Iteration 37Q: 3 clusters Score -758221.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -758250.500000 Penalty: 4288.036133
	Iteration 38Q: 3 clusters Score -758250.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -758272.875000 Penalty: 4288.036133
	Iteration 39Q: 3 clusters Score -758272.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -758300.312500 Penalty: 4288.036133
	Iteration 40F: 3 clusters Score -758300.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -758318.062500 Penalty: 4288.036133
	Iteration 41Q: 3 clusters Score -758318.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -758331.687500 Penalty: 4288.036133
	Iteration 42Q: 3 clusters Score -758331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -758342.500000 Penalty: 4288.036133
	Iteration 43Q: 3 clusters Score -758342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -758346.750000 Penalty: 4288.036133
	Iteration 44Q: 3 clusters Score -758346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -758352.375000 Penalty: 4288.036133
	Iteration 45Q: 3 clusters Score -758352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -758354.937500 Penalty: 4288.036133
	Iteration 46Q: 3 clusters Score -758354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -758364.875000 Penalty: 4288.036133
	Iteration 47Q: 3 clusters Score -758364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -758370.375000 Penalty: 4288.036133
	Iteration 48Q: 3 clusters Score -758370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -758380.000000 Penalty: 4288.036133
	Iteration 49Q: 3 clusters Score -758380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -758389.437500 Penalty: 4288.036133
	Iteration 50Q: 3 clusters Score -758389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -758399.437500 Penalty: 4288.036133
	Iteration 51Q: 3 clusters Score -758399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -758401.375000 Penalty: 4288.036133
	Iteration 52Q: 3 clusters Score -758401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -758406.187500 Penalty: 4288.036133
	Iteration 53Q: 3 clusters Score -758406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -758407.250000 Penalty: 4288.036133
	Iteration 54Q: 3 clusters Score -758407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -758407.500000 Penalty: 4288.036133
	Iteration 55Q: 3 clusters Score -758407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -758409.687500 Penalty: 4288.036133
	Iteration 56Q: 3 clusters Score -758409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -758410.937500 Penalty: 4288.036133
	Iteration 57Q: 3 clusters Score -758410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -758411.687500 Penalty: 4288.036133
	Iteration 58Q: 3 clusters Score -758411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -758411.687500 Penalty: 4288.036133
	Iteration 59F: 3 clusters Score -758411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -476948.468750 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -476948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -473215.250000 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -473215.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -473957.468750 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -473957.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -474129.687500 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -474129.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -474239.000000 Penalty: 4081.043457
	Iteration 3Q: 3 clusters Score -474239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -474341.312500 Penalty: 4081.043457
	Iteration 4Q: 3 clusters Score -474341.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -474447.750000 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -474447.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -474558.843750 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -474558.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -474663.562500 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -474663.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -474765.125000 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -474765.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -474844.500000 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -474844.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -474911.437500 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -474911.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -474962.875000 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -474962.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -475009.718750 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -475009.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -475054.656250 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -475054.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -475097.937500 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -475097.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -475147.906250 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -475147.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -475199.812500 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -475199.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -475244.062500 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -475244.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -475276.500000 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -475276.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -475300.625000 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -475300.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -475321.750000 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -475321.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -475332.625000 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -475332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -475344.187500 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -475344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -475355.687500 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -475355.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -475363.937500 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -475363.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -475371.468750 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -475371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -475379.343750 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -475379.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -475393.750000 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -475393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -475400.468750 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -475400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -475406.031250 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -475406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -475411.687500 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -475411.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -475423.062500 Penalty: 4081.043457
	Iteration 31Q: 3 clusters Score -475423.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -475427.125000 Penalty: 4081.043457
	Iteration 32Q: 3 clusters Score -475427.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -475433.187500 Penalty: 4081.043457
	Iteration 33Q: 3 clusters Score -475433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -475440.875000 Penalty: 4081.043457
	Iteration 34Q: 3 clusters Score -475440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -475449.312500 Penalty: 4081.043457
	Iteration 35Q: 3 clusters Score -475449.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -475458.500000 Penalty: 4081.043457
	Iteration 36Q: 3 clusters Score -475458.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -475468.343750 Penalty: 4081.043457
	Iteration 37Q: 3 clusters Score -475468.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -475477.031250 Penalty: 4081.043457
	Iteration 38Q: 3 clusters Score -475477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -475482.125000 Penalty: 4081.043457
	Iteration 39Q: 3 clusters Score -475482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -475485.875000 Penalty: 4081.043457
	Iteration 40F: 3 clusters Score -475485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -475488.312500 Penalty: 4081.043457
	Iteration 41Q: 3 clusters Score -475488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -475493.375000 Penalty: 4081.043457
	Iteration 42Q: 3 clusters Score -475493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -475497.312500 Penalty: 4081.043457
	Iteration 43Q: 3 clusters Score -475497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -475499.468750 Penalty: 4081.043457
	Iteration 44Q: 3 clusters Score -475499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -475500.062500 Penalty: 4081.043457
	Iteration 45Q: 3 clusters Score -475500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -475500.062500 Penalty: 4081.043457
	Iteration 46F: 3 clusters Score -475500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (113672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Entering Unmasked Estep 
Score: -15345231.000000 Penalty: 2886.985840
	Iteration 0F: 2 clusters Score -1.534523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -15269074.000000 Penalty: 5773.971680
	Iteration 0F: 3 clusters Score -1.526907e+07 nChanged 54124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -15300011.000000 Penalty: 5773.971680
	Iteration 1F: 3 clusters Score -1.530001e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -15300631.000000 Penalty: 5773.971680
	Iteration 2Q: 3 clusters Score -1.530063e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -15301211.000000 Penalty: 5773.971680
	Iteration 3Q: 3 clusters Score -1.530121e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -15301848.000000 Penalty: 5773.971680
	Iteration 4Q: 3 clusters Score -1.530185e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -15302722.000000 Penalty: 5773.971680
	Iteration 5Q: 3 clusters Score -1.530272e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -15304536.000000 Penalty: 5773.971680
	Iteration 6Q: 3 clusters Score -1.530454e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -15307853.000000 Penalty: 5773.971680
	Iteration 7F: 3 clusters Score -1.530785e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -15313870.000000 Penalty: 5773.971680
	Iteration 8F: 3 clusters Score -1.531387e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -15322647.000000 Penalty: 5773.971680
	Iteration 9F: 3 clusters Score -1.532265e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -15331985.000000 Penalty: 5773.971680
	Iteration 10F: 3 clusters Score -1.533198e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -15338459.000000 Penalty: 5773.971680
	Iteration 11F: 3 clusters Score -1.533846e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -15341258.000000 Penalty: 5773.971680
	Iteration 12Q: 3 clusters Score -1.534126e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -15342150.000000 Penalty: 5773.971680
	Iteration 13Q: 3 clusters Score -1.534215e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -15342440.000000 Penalty: 5773.971680
	Iteration 14Q: 3 clusters Score -1.534244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -15342533.000000 Penalty: 5773.971680
	Iteration 15Q: 3 clusters Score -1.534253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -15342567.000000 Penalty: 5773.971680
	Iteration 16Q: 3 clusters Score -1.534257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -15342587.000000 Penalty: 5773.971680
	Iteration 17Q: 3 clusters Score -1.534259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -15342610.000000 Penalty: 5773.971680
	Iteration 18Q: 3 clusters Score -1.534261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -15342621.000000 Penalty: 5773.971680
	Iteration 19Q: 3 clusters Score -1.534262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -15342626.000000 Penalty: 5773.971680
	Iteration 20F: 3 clusters Score -1.534263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -15342646.000000 Penalty: 5773.971680
	Iteration 21Q: 3 clusters Score -1.534265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -15342648.000000 Penalty: 5773.971680
	Iteration 22Q: 3 clusters Score -1.534265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 113445 members 
Entering Unmasked Estep 
Score: -15342652.000000 Penalty: 5773.971680
	Iteration 23Q: 3 clusters Score -1.534265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 113449 members 
Entering Unmasked Estep 
Score: -15342663.000000 Penalty: 5773.971680
	Iteration 24Q: 3 clusters Score -1.534266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -15342668.000000 Penalty: 5773.971680
	Iteration 25Q: 3 clusters Score -1.534267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -15342671.000000 Penalty: 5773.971680
	Iteration 26Q: 3 clusters Score -1.534267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -15342671.000000 Penalty: 5773.971680
	Iteration 27F: 3 clusters Score -1.534267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 295 members 
Entering Unmasked Estep 
Score: -64096.203125 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64096.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64510.234375 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64510.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64760.265625 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64760.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64923.160156 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -64923.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65109.945312 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -65109.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65372.824219 Penalty: 3143.942627
	Iteration 5F: 3 clusters Score -65372.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65612.523438 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65612.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65719.929688 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65719.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65862.929688 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65862.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65969.914062 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65969.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66019.242188 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -66019.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66094.617188 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -66094.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66211.687500 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -66211.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66319.054688 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -66319.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66394.476562 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -66394.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66394.476562 Penalty: 3143.942627
	Iteration 15F: 3 clusters Score -66394.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 113672 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 156972 members 
Mstep: Class 9 contains 181919 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 171571 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 152256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 164969 members 
Mstep: Class 20 contains 208758 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 55279 members 
Entering Unmasked Estep 
Score: -180344048.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180345376.000000 to -180344048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -39381.414062 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -39381.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38086.140625 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -38086.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38240.777344 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -38240.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38356.367188 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -38356.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38434.164062 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -38434.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38439.777344 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -38439.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38439.777344 Penalty: 2902.692383
	Iteration 5F: 3 clusters Score -38439.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1924639.875000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1924640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1913573.000000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1913573 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1917166.250000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1917166 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1917594.250000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1917594 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1918154.000000 Penalty: 4781.267578
	Iteration 3F: 3 clusters Score -1918154 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1918936.875000 Penalty: 4781.267578
	Iteration 4F: 3 clusters Score -1918937 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1919956.250000 Penalty: 4781.267578
	Iteration 5F: 3 clusters Score -1919956 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1921001.875000 Penalty: 4781.267578
	Iteration 6F: 3 clusters Score -1921002 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1921785.125000 Penalty: 4781.267578
	Iteration 7F: 3 clusters Score -1921785 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1922268.000000 Penalty: 4781.267578
	Iteration 8F: 3 clusters Score -1922268 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1922568.500000 Penalty: 4781.267578
	Iteration 9Q: 3 clusters Score -1922568 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1922758.875000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1922759 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1922914.750000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1922915 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1923062.125000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1923062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1923192.500000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1923192 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1923308.375000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1923308 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1923432.625000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1923433 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1923546.750000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1923547 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1923651.500000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1923652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1923748.250000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1923748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1923809.250000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1923809 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1923850.250000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1923850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1923890.375000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1923890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1923918.625000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1923919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1923924.750000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1923925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1923946.750000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1923947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1923965.375000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1923965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1923977.125000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1923977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1923989.625000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1923990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1923996.375000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1923996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1924007.750000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1924008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1924015.000000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1924015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1924021.625000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1924022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1924025.625000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1924026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1924031.750000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1924032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1924030.875000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1924031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1924031.500000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1924032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1924039.000000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1924039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1924041.125000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1924041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1924042.875000 Penalty: 4781.267578
	Iteration 38Q: 3 clusters Score -1924043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1924043.250000 Penalty: 4781.267578
	Iteration 39Q: 3 clusters Score -1924043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1924042.125000 Penalty: 4781.267578
	Iteration 40F: 3 clusters Score -1924042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1924043.250000 Penalty: 4781.267578
	Iteration 41Q: 3 clusters Score -1924043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1924044.000000 Penalty: 4781.267578
	Iteration 42Q: 3 clusters Score -1924044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1924045.500000 Penalty: 4781.267578
	Iteration 43Q: 3 clusters Score -1924046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1924047.750000 Penalty: 4781.267578
	Iteration 44Q: 3 clusters Score -1924048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1924048.625000 Penalty: 4781.267578
	Iteration 45Q: 3 clusters Score -1924049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1924048.500000 Penalty: 4781.267578
	Iteration 46Q: 3 clusters Score -1924048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1924048.500000 Penalty: 4781.267578
	Iteration 47F: 3 clusters Score -1924048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Entering Unmasked Estep 
Score: -21152182.000000 Penalty: 2967.027832
	Iteration 0F: 2 clusters Score -2.115218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -21049780.000000 Penalty: 5934.055664
	Iteration 0F: 3 clusters Score -2.104978e+07 nChanged 74990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -21093174.000000 Penalty: 5934.055664
	Iteration 1F: 3 clusters Score -2.109317e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -21094300.000000 Penalty: 5934.055664
	Iteration 2Q: 3 clusters Score -2.10943e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -21095946.000000 Penalty: 5934.055664
	Iteration 3Q: 3 clusters Score -2.109595e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -21098726.000000 Penalty: 5934.055664
	Iteration 4Q: 3 clusters Score -2.109873e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -21103928.000000 Penalty: 5934.055664
	Iteration 5F: 3 clusters Score -2.110393e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -21113418.000000 Penalty: 5934.055664
	Iteration 6F: 3 clusters Score -2.111342e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -21126060.000000 Penalty: 5934.055664
	Iteration 7F: 3 clusters Score -2.112606e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -21138318.000000 Penalty: 5934.055664
	Iteration 8F: 3 clusters Score -2.113832e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -21145440.000000 Penalty: 5934.055664
	Iteration 9F: 3 clusters Score -2.114544e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21148120.000000 Penalty: 5934.055664
	Iteration 10Q: 3 clusters Score -2.114812e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -21149170.000000 Penalty: 5934.055664
	Iteration 11Q: 3 clusters Score -2.114917e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21149530.000000 Penalty: 5934.055664
	Iteration 12Q: 3 clusters Score -2.114953e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21149666.000000 Penalty: 5934.055664
	Iteration 13Q: 3 clusters Score -2.114967e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21149748.000000 Penalty: 5934.055664
	Iteration 14Q: 3 clusters Score -2.114975e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21149760.000000 Penalty: 5934.055664
	Iteration 15Q: 3 clusters Score -2.114976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21149810.000000 Penalty: 5934.055664
	Iteration 16Q: 3 clusters Score -2.114981e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21149794.000000 Penalty: 5934.055664
	Iteration 17Q: 3 clusters Score -2.114979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21149812.000000 Penalty: 5934.055664
	Iteration 18Q: 3 clusters Score -2.114981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21149824.000000 Penalty: 5934.055664
	Iteration 19Q: 3 clusters Score -2.114982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21149822.000000 Penalty: 5934.055664
	Iteration 20F: 3 clusters Score -2.114982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21149820.000000 Penalty: 5934.055664
	Iteration 21Q: 3 clusters Score -2.114982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21149836.000000 Penalty: 5934.055664
	Iteration 22Q: 3 clusters Score -2.114984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21149842.000000 Penalty: 5934.055664
	Iteration 23Q: 3 clusters Score -2.114984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21149846.000000 Penalty: 5934.055664
	Iteration 24Q: 3 clusters Score -2.114985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21149838.000000 Penalty: 5934.055664
	Iteration 25Q: 3 clusters Score -2.114984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21149838.000000 Penalty: 5934.055664
	Iteration 26F: 3 clusters Score -2.114984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Entering Unmasked Estep 
Score: -24591840.000000 Penalty: 3003.606445
	Iteration 0F: 2 clusters Score -2.459184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -24480360.000000 Penalty: 6007.212891
	Iteration 0F: 3 clusters Score -2.448036e+07 nChanged 87501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -24531892.000000 Penalty: 6007.212891
	Iteration 1F: 3 clusters Score -2.453189e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -24533186.000000 Penalty: 6007.212891
	Iteration 2Q: 3 clusters Score -2.453319e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -24534980.000000 Penalty: 6007.212891
	Iteration 3Q: 3 clusters Score -2.453498e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -24537130.000000 Penalty: 6007.212891
	Iteration 4Q: 3 clusters Score -2.453713e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -24541188.000000 Penalty: 6007.212891
	Iteration 5Q: 3 clusters Score -2.454119e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -24547698.000000 Penalty: 6007.212891
	Iteration 6F: 3 clusters Score -2.45477e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -24556926.000000 Penalty: 6007.212891
	Iteration 7F: 3 clusters Score -2.455693e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 114901 members 
Entering Unmasked Estep 
Score: -24566760.000000 Penalty: 6007.212891
	Iteration 8F: 3 clusters Score -2.456676e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -24573256.000000 Penalty: 6007.212891
	Iteration 9F: 3 clusters Score -2.457326e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -24575634.000000 Penalty: 6007.212891
	Iteration 10Q: 3 clusters Score -2.457563e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -24576868.000000 Penalty: 6007.212891
	Iteration 11Q: 3 clusters Score -2.457687e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -24577744.000000 Penalty: 6007.212891
	Iteration 12Q: 3 clusters Score -2.457774e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 126738 members 
Entering Unmasked Estep 
Score: -24578540.000000 Penalty: 6007.212891
	Iteration 13Q: 3 clusters Score -2.457854e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -24579268.000000 Penalty: 6007.212891
	Iteration 14Q: 3 clusters Score -2.457927e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -24579970.000000 Penalty: 6007.212891
	Iteration 15Q: 3 clusters Score -2.457997e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -24580590.000000 Penalty: 6007.212891
	Iteration 16Q: 3 clusters Score -2.458059e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 134499 members 
Entering Unmasked Estep 
Score: -24581398.000000 Penalty: 6007.212891
	Iteration 17Q: 3 clusters Score -2.45814e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -24582130.000000 Penalty: 6007.212891
	Iteration 18Q: 3 clusters Score -2.458213e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 138294 members 
Entering Unmasked Estep 
Score: -24582874.000000 Penalty: 6007.212891
	Iteration 19Q: 3 clusters Score -2.458287e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -24583500.000000 Penalty: 6007.212891
	Iteration 20F: 3 clusters Score -2.45835e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 142014 members 
Entering Unmasked Estep 
Score: -24584108.000000 Penalty: 6007.212891
	Iteration 21Q: 3 clusters Score -2.458411e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -24584440.000000 Penalty: 6007.212891
	Iteration 22Q: 3 clusters Score -2.458444e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -24584924.000000 Penalty: 6007.212891
	Iteration 23Q: 3 clusters Score -2.458492e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 147556 members 
Entering Unmasked Estep 
Score: -24585462.000000 Penalty: 6007.212891
	Iteration 24Q: 3 clusters Score -2.458546e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 149470 members 
Entering Unmasked Estep 
Score: -24586080.000000 Penalty: 6007.212891
	Iteration 25Q: 3 clusters Score -2.458608e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -24586550.000000 Penalty: 6007.212891
	Iteration 26Q: 3 clusters Score -2.458655e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -24586878.000000 Penalty: 6007.212891
	Iteration 27Q: 3 clusters Score -2.458688e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -24587358.000000 Penalty: 6007.212891
	Iteration 28Q: 3 clusters Score -2.458736e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -24587654.000000 Penalty: 6007.212891
	Iteration 29Q: 3 clusters Score -2.458765e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -24587846.000000 Penalty: 6007.212891
	Iteration 30Q: 3 clusters Score -2.458785e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -24588216.000000 Penalty: 6007.212891
	Iteration 31Q: 3 clusters Score -2.458822e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -24588574.000000 Penalty: 6007.212891
	Iteration 32Q: 3 clusters Score -2.458857e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -24589004.000000 Penalty: 6007.212891
	Iteration 33Q: 3 clusters Score -2.4589e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -24589292.000000 Penalty: 6007.212891
	Iteration 34Q: 3 clusters Score -2.458929e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 169134 members 
Entering Unmasked Estep 
Score: -24589516.000000 Penalty: 6007.212891
	Iteration 35Q: 3 clusters Score -2.458952e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -24589816.000000 Penalty: 6007.212891
	Iteration 36Q: 3 clusters Score -2.458982e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -24590018.000000 Penalty: 6007.212891
	Iteration 37Q: 3 clusters Score -2.459002e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 173587 members 
Entering Unmasked Estep 
Score: -24590256.000000 Penalty: 6007.212891
	Iteration 38Q: 3 clusters Score -2.459026e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -24590414.000000 Penalty: 6007.212891
	Iteration 39Q: 3 clusters Score -2.459041e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 175817 members 
Entering Unmasked Estep 
Score: -24590516.000000 Penalty: 6007.212891
	Iteration 40F: 3 clusters Score -2.459052e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -24590606.000000 Penalty: 6007.212891
	Iteration 41Q: 3 clusters Score -2.459061e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -24590728.000000 Penalty: 6007.212891
	Iteration 42Q: 3 clusters Score -2.459073e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 178043 members 
Entering Unmasked Estep 
Score: -24590756.000000 Penalty: 6007.212891
	Iteration 43Q: 3 clusters Score -2.459076e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 178524 members 
Entering Unmasked Estep 
Score: -24590646.000000 Penalty: 6007.212891
	Iteration 44Q: 3 clusters Score -2.459065e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 178899 members 
Entering Unmasked Estep 
Score: -24590558.000000 Penalty: 6007.212891
	Iteration 45Q: 3 clusters Score -2.459056e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -24590544.000000 Penalty: 6007.212891
	Iteration 46Q: 3 clusters Score -2.459054e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 179448 members 
Entering Unmasked Estep 
Score: -24590512.000000 Penalty: 6007.212891
	Iteration 47Q: 3 clusters Score -2.459051e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -24590526.000000 Penalty: 6007.212891
	Iteration 48Q: 3 clusters Score -2.459053e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 179816 members 
Entering Unmasked Estep 
Score: -24590492.000000 Penalty: 6007.212891
	Iteration 49Q: 3 clusters Score -2.459049e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 179933 members 
Entering Unmasked Estep 
Score: -24590444.000000 Penalty: 6007.212891
	Iteration 50Q: 3 clusters Score -2.459044e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 180022 members 
Entering Unmasked Estep 
Score: -24590450.000000 Penalty: 6007.212891
	Iteration 51Q: 3 clusters Score -2.459045e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -24590438.000000 Penalty: 6007.212891
	Iteration 52Q: 3 clusters Score -2.459044e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 180171 members 
Entering Unmasked Estep 
Score: -24590426.000000 Penalty: 6007.212891
	Iteration 53Q: 3 clusters Score -2.459043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 180218 members 
Entering Unmasked Estep 
Score: -24590460.000000 Penalty: 6007.212891
	Iteration 54Q: 3 clusters Score -2.459046e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 180267 members 
Entering Unmasked Estep 
Score: -24590444.000000 Penalty: 6007.212891
	Iteration 55Q: 3 clusters Score -2.459044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -24590456.000000 Penalty: 6007.212891
	Iteration 56Q: 3 clusters Score -2.459046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -24590448.000000 Penalty: 6007.212891
	Iteration 57Q: 3 clusters Score -2.459045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 180352 members 
Entering Unmasked Estep 
Score: -24590444.000000 Penalty: 6007.212891
	Iteration 58Q: 3 clusters Score -2.459044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -24590442.000000 Penalty: 6007.212891
	Iteration 59Q: 3 clusters Score -2.459044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 180399 members 
Entering Unmasked Estep 
Score: -24590414.000000 Penalty: 6007.212891
	Iteration 60F: 3 clusters Score -2.459041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 180419 members 
Entering Unmasked Estep 
Score: -24590424.000000 Penalty: 6007.212891
	Iteration 61Q: 3 clusters Score -2.459042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -24590408.000000 Penalty: 6007.212891
	Iteration 62Q: 3 clusters Score -2.459041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 180449 members 
Entering Unmasked Estep 
Score: -24590412.000000 Penalty: 6007.212891
	Iteration 63Q: 3 clusters Score -2.459041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 180465 members 
Entering Unmasked Estep 
Score: -24590406.000000 Penalty: 6007.212891
	Iteration 64Q: 3 clusters Score -2.459041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -24590416.000000 Penalty: 6007.212891
	Iteration 65Q: 3 clusters Score -2.459042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -24590412.000000 Penalty: 6007.212891
	Iteration 66Q: 3 clusters Score -2.459041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -24590378.000000 Penalty: 6007.212891
	Iteration 67Q: 3 clusters Score -2.459038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 180526 members 
Entering Unmasked Estep 
Score: -24590348.000000 Penalty: 6007.212891
	Iteration 68Q: 3 clusters Score -2.459035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 180539 members 
Entering Unmasked Estep 
Score: -24590356.000000 Penalty: 6007.212891
	Iteration 69Q: 3 clusters Score -2.459036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 180546 members 
Entering Unmasked Estep 
Score: -24590348.000000 Penalty: 6007.212891
	Iteration 70Q: 3 clusters Score -2.459035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -24590352.000000 Penalty: 6007.212891
	Iteration 71Q: 3 clusters Score -2.459035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 180559 members 
Entering Unmasked Estep 
Score: -24590340.000000 Penalty: 6007.212891
	Iteration 72Q: 3 clusters Score -2.459034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -24590338.000000 Penalty: 6007.212891
	Iteration 73Q: 3 clusters Score -2.459034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 180576 members 
Entering Unmasked Estep 
Score: -24590314.000000 Penalty: 6007.212891
	Iteration 74Q: 3 clusters Score -2.459031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 180583 members 
Entering Unmasked Estep 
Score: -24590314.000000 Penalty: 6007.212891
	Iteration 75Q: 3 clusters Score -2.459031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 180586 members 
Entering Unmasked Estep 
Score: -24590324.000000 Penalty: 6007.212891
	Iteration 76Q: 3 clusters Score -2.459032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 180590 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 77Q: 3 clusters Score -2.459033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 180595 members 
Entering Unmasked Estep 
Score: -24590332.000000 Penalty: 6007.212891
	Iteration 78Q: 3 clusters Score -2.459033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -24590308.000000 Penalty: 6007.212891
	Iteration 79Q: 3 clusters Score -2.459031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 180601 members 
Entering Unmasked Estep 
Score: -24590314.000000 Penalty: 6007.212891
	Iteration 80F: 3 clusters Score -2.459031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 81Q: 3 clusters Score -2.459033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -24590320.000000 Penalty: 6007.212891
	Iteration 82Q: 3 clusters Score -2.459032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 180611 members 
Entering Unmasked Estep 
Score: -24590322.000000 Penalty: 6007.212891
	Iteration 83Q: 3 clusters Score -2.459032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 180613 members 
Entering Unmasked Estep 
Score: -24590330.000000 Penalty: 6007.212891
	Iteration 84Q: 3 clusters Score -2.459033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 180617 members 
Entering Unmasked Estep 
Score: -24590328.000000 Penalty: 6007.212891
	Iteration 85Q: 3 clusters Score -2.459033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 180626 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 86Q: 3 clusters Score -2.459033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 180638 members 
Entering Unmasked Estep 
Score: -24590314.000000 Penalty: 6007.212891
	Iteration 87Q: 3 clusters Score -2.459031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -24590328.000000 Penalty: 6007.212891
	Iteration 88Q: 3 clusters Score -2.459033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 180640 members 
Entering Unmasked Estep 
Score: -24590334.000000 Penalty: 6007.212891
	Iteration 89Q: 3 clusters Score -2.459033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 180643 members 
Entering Unmasked Estep 
Score: -24590336.000000 Penalty: 6007.212891
	Iteration 90Q: 3 clusters Score -2.459034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -24590348.000000 Penalty: 6007.212891
	Iteration 91Q: 3 clusters Score -2.459035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 180649 members 
Entering Unmasked Estep 
Score: -24590340.000000 Penalty: 6007.212891
	Iteration 92Q: 3 clusters Score -2.459034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 180649 members 
Entering Unmasked Estep 
Score: -24590332.000000 Penalty: 6007.212891
	Iteration 93Q: 3 clusters Score -2.459033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 94Q: 3 clusters Score -2.459033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 180651 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 95Q: 3 clusters Score -2.459033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 180651 members 
Entering Unmasked Estep 
Score: -24590322.000000 Penalty: 6007.212891
	Iteration 96Q: 3 clusters Score -2.459032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 180652 members 
Entering Unmasked Estep 
Score: -24590312.000000 Penalty: 6007.212891
	Iteration 97Q: 3 clusters Score -2.459031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 180653 members 
Entering Unmasked Estep 
Score: -24590318.000000 Penalty: 6007.212891
	Iteration 98Q: 3 clusters Score -2.459032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 180657 members 
Entering Unmasked Estep 
Score: -24590320.000000 Penalty: 6007.212891
	Iteration 99Q: 3 clusters Score -2.459032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 180659 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 100F: 3 clusters Score -2.459033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -24590314.000000 Penalty: 6007.212891
	Iteration 101Q: 3 clusters Score -2.459031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -24590320.000000 Penalty: 6007.212891
	Iteration 102Q: 3 clusters Score -2.459032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 103Q: 3 clusters Score -2.459033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -24590326.000000 Penalty: 6007.212891
	Iteration 104F: 3 clusters Score -2.459033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Entering Unmasked Estep 
Score: -5344662.500000 Penalty: 2624.210938
	Iteration 0F: 2 clusters Score -5344662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5317876.000000 Penalty: 5248.421875
	Iteration 0F: 3 clusters Score -5317876 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5327560.500000 Penalty: 5248.421875
	Iteration 1F: 3 clusters Score -5327560 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5328010.000000 Penalty: 5248.421875
	Iteration 2Q: 3 clusters Score -5328010 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5328393.500000 Penalty: 5248.421875
	Iteration 3Q: 3 clusters Score -5328394 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -5328940.500000 Penalty: 5248.421875
	Iteration 4Q: 3 clusters Score -5328940 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5329691.000000 Penalty: 5248.421875
	Iteration 5Q: 3 clusters Score -5329691 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5330602.000000 Penalty: 5248.421875
	Iteration 6Q: 3 clusters Score -5330602 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -5331793.000000 Penalty: 5248.421875
	Iteration 7F: 3 clusters Score -5331793 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5333389.000000 Penalty: 5248.421875
	Iteration 8F: 3 clusters Score -5333389 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5335389.500000 Penalty: 5248.421875
	Iteration 9F: 3 clusters Score -5335390 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5337429.500000 Penalty: 5248.421875
	Iteration 10F: 3 clusters Score -5337430 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5339145.000000 Penalty: 5248.421875
	Iteration 11F: 3 clusters Score -5339145 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -5340202.000000 Penalty: 5248.421875
	Iteration 12Q: 3 clusters Score -5340202 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5340752.500000 Penalty: 5248.421875
	Iteration 13Q: 3 clusters Score -5340752 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -5341051.500000 Penalty: 5248.421875
	Iteration 14Q: 3 clusters Score -5341052 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5341249.500000 Penalty: 5248.421875
	Iteration 15Q: 3 clusters Score -5341250 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5341428.500000 Penalty: 5248.421875
	Iteration 16Q: 3 clusters Score -5341428 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -5341588.000000 Penalty: 5248.421875
	Iteration 17Q: 3 clusters Score -5341588 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5341747.500000 Penalty: 5248.421875
	Iteration 18Q: 3 clusters Score -5341748 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -5341891.500000 Penalty: 5248.421875
	Iteration 19Q: 3 clusters Score -5341892 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5341995.500000 Penalty: 5248.421875
	Iteration 20F: 3 clusters Score -5341996 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5342132.500000 Penalty: 5248.421875
	Iteration 21Q: 3 clusters Score -5342132 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5342270.500000 Penalty: 5248.421875
	Iteration 22Q: 3 clusters Score -5342270 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5342367.500000 Penalty: 5248.421875
	Iteration 23Q: 3 clusters Score -5342368 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5342485.000000 Penalty: 5248.421875
	Iteration 24Q: 3 clusters Score -5342485 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5342567.000000 Penalty: 5248.421875
	Iteration 25Q: 3 clusters Score -5342567 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5342642.000000 Penalty: 5248.421875
	Iteration 26Q: 3 clusters Score -5342642 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5342700.000000 Penalty: 5248.421875
	Iteration 27Q: 3 clusters Score -5342700 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5342734.000000 Penalty: 5248.421875
	Iteration 28Q: 3 clusters Score -5342734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5342780.000000 Penalty: 5248.421875
	Iteration 29Q: 3 clusters Score -5342780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5342830.000000 Penalty: 5248.421875
	Iteration 30Q: 3 clusters Score -5342830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5342850.500000 Penalty: 5248.421875
	Iteration 31Q: 3 clusters Score -5342850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5342874.000000 Penalty: 5248.421875
	Iteration 32Q: 3 clusters Score -5342874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5342915.000000 Penalty: 5248.421875
	Iteration 33Q: 3 clusters Score -5342915 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5342951.500000 Penalty: 5248.421875
	Iteration 34Q: 3 clusters Score -5342952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5342987.000000 Penalty: 5248.421875
	Iteration 35Q: 3 clusters Score -5342987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5343001.000000 Penalty: 5248.421875
	Iteration 36Q: 3 clusters Score -5343001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5343021.000000 Penalty: 5248.421875
	Iteration 37Q: 3 clusters Score -5343021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5343032.500000 Penalty: 5248.421875
	Iteration 38Q: 3 clusters Score -5343032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5343054.500000 Penalty: 5248.421875
	Iteration 39Q: 3 clusters Score -5343054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5343080.000000 Penalty: 5248.421875
	Iteration 40F: 3 clusters Score -5343080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5343098.000000 Penalty: 5248.421875
	Iteration 41Q: 3 clusters Score -5343098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5343124.000000 Penalty: 5248.421875
	Iteration 42Q: 3 clusters Score -5343124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5343132.500000 Penalty: 5248.421875
	Iteration 43Q: 3 clusters Score -5343132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5343146.500000 Penalty: 5248.421875
	Iteration 44Q: 3 clusters Score -5343146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5343152.000000 Penalty: 5248.421875
	Iteration 45Q: 3 clusters Score -5343152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5343179.000000 Penalty: 5248.421875
	Iteration 46Q: 3 clusters Score -5343179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5343177.500000 Penalty: 5248.421875
	Iteration 47Q: 3 clusters Score -5343178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5343179.000000 Penalty: 5248.421875
	Iteration 48Q: 3 clusters Score -5343179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5343183.000000 Penalty: 5248.421875
	Iteration 49Q: 3 clusters Score -5343183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5343191.000000 Penalty: 5248.421875
	Iteration 50Q: 3 clusters Score -5343191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5343195.500000 Penalty: 5248.421875
	Iteration 51Q: 3 clusters Score -5343196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5343200.000000 Penalty: 5248.421875
	Iteration 52Q: 3 clusters Score -5343200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5343208.000000 Penalty: 5248.421875
	Iteration 53Q: 3 clusters Score -5343208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5343212.500000 Penalty: 5248.421875
	Iteration 54Q: 3 clusters Score -5343212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5343220.000000 Penalty: 5248.421875
	Iteration 55Q: 3 clusters Score -5343220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5343219.500000 Penalty: 5248.421875
	Iteration 56Q: 3 clusters Score -5343220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5343228.500000 Penalty: 5248.421875
	Iteration 57Q: 3 clusters Score -5343228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5343233.000000 Penalty: 5248.421875
	Iteration 58Q: 3 clusters Score -5343233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5343241.500000 Penalty: 5248.421875
	Iteration 59Q: 3 clusters Score -5343242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5343250.500000 Penalty: 5248.421875
	Iteration 60F: 3 clusters Score -5343250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5343248.500000 Penalty: 5248.421875
	Iteration 61Q: 3 clusters Score -5343248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5343252.500000 Penalty: 5248.421875
	Iteration 62Q: 3 clusters Score -5343252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5343253.500000 Penalty: 5248.421875
	Iteration 63Q: 3 clusters Score -5343254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5343255.000000 Penalty: 5248.421875
	Iteration 64Q: 3 clusters Score -5343255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5343258.500000 Penalty: 5248.421875
	Iteration 65Q: 3 clusters Score -5343258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5343261.500000 Penalty: 5248.421875
	Iteration 66Q: 3 clusters Score -5343262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5343260.000000 Penalty: 5248.421875
	Iteration 67Q: 3 clusters Score -5343260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5343263.000000 Penalty: 5248.421875
	Iteration 68Q: 3 clusters Score -5343263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5343261.000000 Penalty: 5248.421875
	Iteration 69Q: 3 clusters Score -5343261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5343261.000000 Penalty: 5248.421875
	Iteration 70F: 3 clusters Score -5343261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Entering Unmasked Estep 
Score: -23132546.000000 Penalty: 2989.082520
	Iteration 0F: 2 clusters Score -2.313255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -23019636.000000 Penalty: 5978.165039
	Iteration 0F: 3 clusters Score -2.301964e+07 nChanged 82548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -23068848.000000 Penalty: 5978.165039
	Iteration 1F: 3 clusters Score -2.306885e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -23070718.000000 Penalty: 5978.165039
	Iteration 2Q: 3 clusters Score -2.307072e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -23073482.000000 Penalty: 5978.165039
	Iteration 3Q: 3 clusters Score -2.307348e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -23078792.000000 Penalty: 5978.165039
	Iteration 4F: 3 clusters Score -2.307879e+07 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -23087960.000000 Penalty: 5978.165039
	Iteration 5F: 3 clusters Score -2.308796e+07 nChanged 15340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -23101300.000000 Penalty: 5978.165039
	Iteration 6F: 3 clusters Score -2.31013e+07 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -23115438.000000 Penalty: 5978.165039
	Iteration 7F: 3 clusters Score -2.311544e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -23124486.000000 Penalty: 5978.165039
	Iteration 8F: 3 clusters Score -2.312449e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -23128184.000000 Penalty: 5978.165039
	Iteration 9Q: 3 clusters Score -2.312818e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23129232.000000 Penalty: 5978.165039
	Iteration 10Q: 3 clusters Score -2.312923e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23129590.000000 Penalty: 5978.165039
	Iteration 11Q: 3 clusters Score -2.312959e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23129676.000000 Penalty: 5978.165039
	Iteration 12Q: 3 clusters Score -2.312968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23129740.000000 Penalty: 5978.165039
	Iteration 13Q: 3 clusters Score -2.312974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23129774.000000 Penalty: 5978.165039
	Iteration 14Q: 3 clusters Score -2.312977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23129792.000000 Penalty: 5978.165039
	Iteration 15Q: 3 clusters Score -2.312979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23129814.000000 Penalty: 5978.165039
	Iteration 16Q: 3 clusters Score -2.312981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23129806.000000 Penalty: 5978.165039
	Iteration 17Q: 3 clusters Score -2.312981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23129814.000000 Penalty: 5978.165039
	Iteration 18Q: 3 clusters Score -2.312981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23129810.000000 Penalty: 5978.165039
	Iteration 19Q: 3 clusters Score -2.312981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23129820.000000 Penalty: 5978.165039
	Iteration 20F: 3 clusters Score -2.312982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23129816.000000 Penalty: 5978.165039
	Iteration 21Q: 3 clusters Score -2.312982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23129820.000000 Penalty: 5978.165039
	Iteration 22Q: 3 clusters Score -2.312982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23129812.000000 Penalty: 5978.165039
	Iteration 23Q: 3 clusters Score -2.312981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23129812.000000 Penalty: 5978.165039
	Iteration 24F: 3 clusters Score -2.312981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28023.089844 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28023.09 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 112 members 
Entering Unmasked Estep 
Score: -26797.662109 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -26797.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26879.152344 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -26879.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26941.298828 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -26941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26982.744141 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -26982.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26984.835938 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -26984.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26988.392578 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -26988.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26996.861328 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -26996.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27000.607422 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -27000.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27000.607422 Penalty: 2765.670898
	Iteration 8F: 3 clusters Score -27000.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -337750.937500 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -337750.9 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 1243 members 
Entering Unmasked Estep 
Score: -334770.000000 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -334770 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -335302.218750 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -335302.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -335445.500000 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -335445.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -335517.187500 Penalty: 3888.404785
	Iteration 3Q: 3 clusters Score -335517.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -335567.781250 Penalty: 3888.404785
	Iteration 4Q: 3 clusters Score -335567.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -335601.343750 Penalty: 3888.404785
	Iteration 5Q: 3 clusters Score -335601.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -335621.875000 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -335621.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -335633.875000 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -335633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -335648.593750 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -335648.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -335659.656250 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -335659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -335670.156250 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -335670.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335679.843750 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -335679.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -335691.656250 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -335691.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -335702.125000 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -335702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -335714.375000 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -335714.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -335732.812500 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -335732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -335749.375000 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -335749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -335767.593750 Penalty: 3888.404785
	Iteration 17Q: 3 clusters Score -335767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -335780.937500 Penalty: 3888.404785
	Iteration 18Q: 3 clusters Score -335780.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -335788.593750 Penalty: 3888.404785
	Iteration 19Q: 3 clusters Score -335788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -335793.593750 Penalty: 3888.404785
	Iteration 20F: 3 clusters Score -335793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -335798.031250 Penalty: 3888.404785
	Iteration 21Q: 3 clusters Score -335798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -335799.625000 Penalty: 3888.404785
	Iteration 22Q: 3 clusters Score -335799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -335800.531250 Penalty: 3888.404785
	Iteration 23Q: 3 clusters Score -335800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -335800.656250 Penalty: 3888.404785
	Iteration 24Q: 3 clusters Score -335800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -335801.343750 Penalty: 3888.404785
	Iteration 25Q: 3 clusters Score -335801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -335801.281250 Penalty: 3888.404785
	Iteration 26Q: 3 clusters Score -335801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -335802.468750 Penalty: 3888.404785
	Iteration 27Q: 3 clusters Score -335802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -335803.312500 Penalty: 3888.404785
	Iteration 28Q: 3 clusters Score -335803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -335804.187500 Penalty: 3888.404785
	Iteration 29Q: 3 clusters Score -335804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -335806.718750 Penalty: 3888.404785
	Iteration 30Q: 3 clusters Score -335806.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -335809.500000 Penalty: 3888.404785
	Iteration 31Q: 3 clusters Score -335809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -335812.375000 Penalty: 3888.404785
	Iteration 32Q: 3 clusters Score -335812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -335813.718750 Penalty: 3888.404785
	Iteration 33Q: 3 clusters Score -335813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -335813.906250 Penalty: 3888.404785
	Iteration 34Q: 3 clusters Score -335813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -335814.406250 Penalty: 3888.404785
	Iteration 35Q: 3 clusters Score -335814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -335815.218750 Penalty: 3888.404785
	Iteration 36Q: 3 clusters Score -335815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -335816.500000 Penalty: 3888.404785
	Iteration 37Q: 3 clusters Score -335816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -335817.781250 Penalty: 3888.404785
	Iteration 38Q: 3 clusters Score -335817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -335818.812500 Penalty: 3888.404785
	Iteration 39Q: 3 clusters Score -335818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -335821.843750 Penalty: 3888.404785
	Iteration 40F: 3 clusters Score -335821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -335823.593750 Penalty: 3888.404785
	Iteration 41Q: 3 clusters Score -335823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -335826.718750 Penalty: 3888.404785
	Iteration 42Q: 3 clusters Score -335826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -335828.437500 Penalty: 3888.404785
	Iteration 43Q: 3 clusters Score -335828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -335828.437500 Penalty: 3888.404785
	Iteration 44F: 3 clusters Score -335828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -180469.343750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -180469.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178205.109375 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -178205.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178647.218750 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -178647.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178824.375000 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -178824.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179029.281250 Penalty: 3611.908447
	Iteration 3F: 3 clusters Score -179029.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -179252.593750 Penalty: 3611.908447
	Iteration 4F: 3 clusters Score -179252.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179471.578125 Penalty: 3611.908447
	Iteration 5F: 3 clusters Score -179471.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179690.640625 Penalty: 3611.908447
	Iteration 6F: 3 clusters Score -179690.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179835.531250 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -179835.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179924.031250 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -179924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180012.375000 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -180012.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -180131.656250 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -180131.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -180248.828125 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -180248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -180326.234375 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -180326.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -180363.000000 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -180363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180384.093750 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -180384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180395.859375 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -180395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180401.031250 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -180401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180406.968750 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -180407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -180409.921875 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -180409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -180413.078125 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -180413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180413.828125 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -180413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180414.593750 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -180414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180415.984375 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -180416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180419.406250 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -180419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -180422.078125 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -180422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180427.031250 Penalty: 3611.908447
	Iteration 25Q: 3 clusters Score -180427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180431.031250 Penalty: 3611.908447
	Iteration 26Q: 3 clusters Score -180431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180433.718750 Penalty: 3611.908447
	Iteration 27Q: 3 clusters Score -180433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180435.265625 Penalty: 3611.908447
	Iteration 28Q: 3 clusters Score -180435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180439.953125 Penalty: 3611.908447
	Iteration 29Q: 3 clusters Score -180440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180451.093750 Penalty: 3611.908447
	Iteration 30Q: 3 clusters Score -180451.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180479.671875 Penalty: 3611.908447
	Iteration 31Q: 3 clusters Score -180479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180539.921875 Penalty: 3611.908447
	Iteration 32Q: 3 clusters Score -180539.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180677.453125 Penalty: 3611.908447
	Iteration 33Q: 3 clusters Score -180677.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180747.218750 Penalty: 3611.908447
	Iteration 34Q: 3 clusters Score -180747.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180769.531250 Penalty: 3611.908447
	Iteration 35Q: 3 clusters Score -180769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180777.093750 Penalty: 3611.908447
	Iteration 36Q: 3 clusters Score -180777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180785.578125 Penalty: 3611.908447
	Iteration 37Q: 3 clusters Score -180785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180789.859375 Penalty: 3611.908447
	Iteration 38Q: 3 clusters Score -180789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180792.906250 Penalty: 3611.908447
	Iteration 39Q: 3 clusters Score -180792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180794.093750 Penalty: 3611.908447
	Iteration 40F: 3 clusters Score -180794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180795.203125 Penalty: 3611.908447
	Iteration 41Q: 3 clusters Score -180795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180795.921875 Penalty: 3611.908447
	Iteration 42Q: 3 clusters Score -180795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180796.437500 Penalty: 3611.908447
	Iteration 43Q: 3 clusters Score -180796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180796.437500 Penalty: 3611.908447
	Iteration 44F: 3 clusters Score -180796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 113672 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 156972 members 
Mstep: Class 9 contains 181919 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 171571 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 152256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 164969 members 
Mstep: Class 20 contains 208758 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 55279 members 
Entering Unmasked Estep 
Score: -180343680.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180345376.000000 to -180343680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (152256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Entering Unmasked Estep 
Score: -20327388.000000 Penalty: 2959.462891
	Iteration 0F: 2 clusters Score -2.032739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -20227296.000000 Penalty: 5918.925781
	Iteration 0F: 3 clusters Score -2.02273e+07 nChanged 72983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -20270056.000000 Penalty: 5918.925781
	Iteration 1F: 3 clusters Score -2.027006e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -20270924.000000 Penalty: 5918.925781
	Iteration 2Q: 3 clusters Score -2.027092e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -20271826.000000 Penalty: 5918.925781
	Iteration 3Q: 3 clusters Score -2.027183e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -20273350.000000 Penalty: 5918.925781
	Iteration 4Q: 3 clusters Score -2.027335e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -20276516.000000 Penalty: 5918.925781
	Iteration 5Q: 3 clusters Score -2.027652e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -20281916.000000 Penalty: 5918.925781
	Iteration 6F: 3 clusters Score -2.028192e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -20290562.000000 Penalty: 5918.925781
	Iteration 7F: 3 clusters Score -2.029056e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -20300680.000000 Penalty: 5918.925781
	Iteration 8F: 3 clusters Score -2.030068e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121555 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -20309232.000000 Penalty: 5918.925781
	Iteration 9F: 3 clusters Score -2.030923e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -20314908.000000 Penalty: 5918.925781
	Iteration 10F: 3 clusters Score -2.031491e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132000 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -20318422.000000 Penalty: 5918.925781
	Iteration 11Q: 3 clusters Score -2.031842e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -20320910.000000 Penalty: 5918.925781
	Iteration 12Q: 3 clusters Score -2.032091e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -20322488.000000 Penalty: 5918.925781
	Iteration 13Q: 3 clusters Score -2.032249e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -20323544.000000 Penalty: 5918.925781
	Iteration 14Q: 3 clusters Score -2.032354e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -20324170.000000 Penalty: 5918.925781
	Iteration 15Q: 3 clusters Score -2.032417e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -20324812.000000 Penalty: 5918.925781
	Iteration 16Q: 3 clusters Score -2.032481e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -20325300.000000 Penalty: 5918.925781
	Iteration 17Q: 3 clusters Score -2.03253e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -20325570.000000 Penalty: 5918.925781
	Iteration 18Q: 3 clusters Score -2.032557e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143790 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -20325882.000000 Penalty: 5918.925781
	Iteration 19Q: 3 clusters Score -2.032588e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -20326116.000000 Penalty: 5918.925781
	Iteration 20F: 3 clusters Score -2.032612e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -20326372.000000 Penalty: 5918.925781
	Iteration 21Q: 3 clusters Score -2.032637e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145405 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -20326518.000000 Penalty: 5918.925781
	Iteration 22Q: 3 clusters Score -2.032652e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -20326652.000000 Penalty: 5918.925781
	Iteration 23Q: 3 clusters Score -2.032665e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146104 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -20326618.000000 Penalty: 5918.925781
	Iteration 24Q: 3 clusters Score -2.032662e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146366 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -20326664.000000 Penalty: 5918.925781
	Iteration 25Q: 3 clusters Score -2.032666e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146572 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -20326672.000000 Penalty: 5918.925781
	Iteration 26Q: 3 clusters Score -2.032667e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -20326704.000000 Penalty: 5918.925781
	Iteration 27Q: 3 clusters Score -2.03267e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146855 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -20326670.000000 Penalty: 5918.925781
	Iteration 28Q: 3 clusters Score -2.032667e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -20326672.000000 Penalty: 5918.925781
	Iteration 29Q: 3 clusters Score -2.032667e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -20326672.000000 Penalty: 5918.925781
	Iteration 30Q: 3 clusters Score -2.032667e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -20326670.000000 Penalty: 5918.925781
	Iteration 31Q: 3 clusters Score -2.032667e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147266 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -20326688.000000 Penalty: 5918.925781
	Iteration 32Q: 3 clusters Score -2.032669e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -20326710.000000 Penalty: 5918.925781
	Iteration 33Q: 3 clusters Score -2.032671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -20326726.000000 Penalty: 5918.925781
	Iteration 34Q: 3 clusters Score -2.032673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147430 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -20326714.000000 Penalty: 5918.925781
	Iteration 35Q: 3 clusters Score -2.032671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -20326726.000000 Penalty: 5918.925781
	Iteration 36Q: 3 clusters Score -2.032673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -20326758.000000 Penalty: 5918.925781
	Iteration 37Q: 3 clusters Score -2.032676e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147549 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -20326794.000000 Penalty: 5918.925781
	Iteration 38Q: 3 clusters Score -2.032679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -20326760.000000 Penalty: 5918.925781
	Iteration 39Q: 3 clusters Score -2.032676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -20326782.000000 Penalty: 5918.925781
	Iteration 40F: 3 clusters Score -2.032678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -20326752.000000 Penalty: 5918.925781
	Iteration 41Q: 3 clusters Score -2.032675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -20326758.000000 Penalty: 5918.925781
	Iteration 42Q: 3 clusters Score -2.032676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -20326748.000000 Penalty: 5918.925781
	Iteration 43Q: 3 clusters Score -2.032675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -20326744.000000 Penalty: 5918.925781
	Iteration 44Q: 3 clusters Score -2.032674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147677 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -20326740.000000 Penalty: 5918.925781
	Iteration 45Q: 3 clusters Score -2.032674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -20326726.000000 Penalty: 5918.925781
	Iteration 46Q: 3 clusters Score -2.032673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -20326730.000000 Penalty: 5918.925781
	Iteration 47Q: 3 clusters Score -2.032673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -20326734.000000 Penalty: 5918.925781
	Iteration 48Q: 3 clusters Score -2.032673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -20326738.000000 Penalty: 5918.925781
	Iteration 49Q: 3 clusters Score -2.032674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147743 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -20326752.000000 Penalty: 5918.925781
	Iteration 50Q: 3 clusters Score -2.032675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -20326722.000000 Penalty: 5918.925781
	Iteration 51Q: 3 clusters Score -2.032672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147772 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -20326710.000000 Penalty: 5918.925781
	Iteration 52Q: 3 clusters Score -2.032671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -20326740.000000 Penalty: 5918.925781
	Iteration 53Q: 3 clusters Score -2.032674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -20326742.000000 Penalty: 5918.925781
	Iteration 54Q: 3 clusters Score -2.032674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -20326716.000000 Penalty: 5918.925781
	Iteration 55Q: 3 clusters Score -2.032672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -20326740.000000 Penalty: 5918.925781
	Iteration 56Q: 3 clusters Score -2.032674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -20326734.000000 Penalty: 5918.925781
	Iteration 57Q: 3 clusters Score -2.032673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147836 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -20326740.000000 Penalty: 5918.925781
	Iteration 58Q: 3 clusters Score -2.032674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147840 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -20326732.000000 Penalty: 5918.925781
	Iteration 59Q: 3 clusters Score -2.032673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -20326742.000000 Penalty: 5918.925781
	Iteration 60F: 3 clusters Score -2.032674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -20326734.000000 Penalty: 5918.925781
	Iteration 61Q: 3 clusters Score -2.032673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -20326734.000000 Penalty: 5918.925781
	Iteration 62Q: 3 clusters Score -2.032673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -20326732.000000 Penalty: 5918.925781
	Iteration 63Q: 3 clusters Score -2.032673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -20326730.000000 Penalty: 5918.925781
	Iteration 64Q: 3 clusters Score -2.032673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -20326744.000000 Penalty: 5918.925781
	Iteration 65Q: 3 clusters Score -2.032674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -20326746.000000 Penalty: 5918.925781
	Iteration 66Q: 3 clusters Score -2.032675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -20326742.000000 Penalty: 5918.925781
	Iteration 67Q: 3 clusters Score -2.032674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -20326756.000000 Penalty: 5918.925781
	Iteration 68Q: 3 clusters Score -2.032676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -20326758.000000 Penalty: 5918.925781
	Iteration 69Q: 3 clusters Score -2.032676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -20326754.000000 Penalty: 5918.925781
	Iteration 70Q: 3 clusters Score -2.032675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -20326762.000000 Penalty: 5918.925781
	Iteration 71Q: 3 clusters Score -2.032676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -20326768.000000 Penalty: 5918.925781
	Iteration 72Q: 3 clusters Score -2.032677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -20326772.000000 Penalty: 5918.925781
	Iteration 73Q: 3 clusters Score -2.032677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -20326778.000000 Penalty: 5918.925781
	Iteration 74Q: 3 clusters Score -2.032678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -20326770.000000 Penalty: 5918.925781
	Iteration 75Q: 3 clusters Score -2.032677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -20326766.000000 Penalty: 5918.925781
	Iteration 76Q: 3 clusters Score -2.032677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -20326766.000000 Penalty: 5918.925781
	Iteration 77F: 3 clusters Score -2.032677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92057.156250 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92057.16 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92332.992188 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92332.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92434.968750 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92434.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92500.367188 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92500.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92562.921875 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92562.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92642.070312 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92642.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92708.718750 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92708.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92797.750000 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92797.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92890.093750 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92890.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93037.000000 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -93037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93237.609375 Penalty: 3304.913818
	Iteration 10F: 3 clusters Score -93237.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93466.726562 Penalty: 3304.913818
	Iteration 11F: 3 clusters Score -93466.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93766.390625 Penalty: 3304.913818
	Iteration 12F: 3 clusters Score -93766.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94266.257812 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -94266.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94766.640625 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -94766.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94774.796875 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -94774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94774.796875 Penalty: 3304.913818
	Iteration 16F: 3 clusters Score -94774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 113672 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 156972 members 
Mstep: Class 9 contains 181919 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 171571 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 152256 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 164969 members 
Mstep: Class 20 contains 208758 members 
Mstep: Class 21 contains 376 members 
Mstep: Class 22 contains 55279 members 
Entering Unmasked Estep 
Score: -180344176.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180345376.000000 to -180344176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -332395.812500 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -332395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -329444.187500 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -329444.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330052.468750 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -330052.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330208.531250 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -330208.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -330287.687500 Penalty: 3902.843994
	Iteration 3Q: 3 clusters Score -330287.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -330341.406250 Penalty: 3902.843994
	Iteration 4Q: 3 clusters Score -330341.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -330376.687500 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -330376.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -330417.343750 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -330417.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -330447.062500 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -330447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -330461.062500 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -330461.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -330477.250000 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -330477.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -330498.750000 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -330498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -330519.125000 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -330519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -330534.875000 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -330534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330547.000000 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -330547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -330559.468750 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -330559.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -330568.312500 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -330568.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330580.562500 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -330580.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -330592.968750 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -330593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -330601.968750 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -330602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -330607.718750 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -330607.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -330613.250000 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -330613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -330619.468750 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -330619.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -330630.281250 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -330630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -330638.687500 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -330638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330648.406250 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -330648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -330656.968750 Penalty: 3902.843994
	Iteration 25Q: 3 clusters Score -330657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -330662.968750 Penalty: 3902.843994
	Iteration 26Q: 3 clusters Score -330663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -330668.375000 Penalty: 3902.843994
	Iteration 27Q: 3 clusters Score -330668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -330671.187500 Penalty: 3902.843994
	Iteration 28Q: 3 clusters Score -330671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -330673.156250 Penalty: 3902.843994
	Iteration 29Q: 3 clusters Score -330673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -330673.531250 Penalty: 3902.843994
	Iteration 30Q: 3 clusters Score -330673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -330676.375000 Penalty: 3902.843994
	Iteration 31Q: 3 clusters Score -330676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -330677.562500 Penalty: 3902.843994
	Iteration 32Q: 3 clusters Score -330677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -330678.000000 Penalty: 3902.843994
	Iteration 33Q: 3 clusters Score -330678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -330679.812500 Penalty: 3902.843994
	Iteration 34Q: 3 clusters Score -330679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -330680.343750 Penalty: 3902.843994
	Iteration 35Q: 3 clusters Score -330680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -330680.343750 Penalty: 3902.843994
	Iteration 36F: 3 clusters Score -330680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Entering Unmasked Estep 
Score: -4357522.000000 Penalty: 2573.777832
	Iteration 0F: 2 clusters Score -4357522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4335687.000000 Penalty: 5147.555664
	Iteration 0F: 3 clusters Score -4335687 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4343457.000000 Penalty: 5147.555664
	Iteration 1F: 3 clusters Score -4343457 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4343956.000000 Penalty: 5147.555664
	Iteration 2Q: 3 clusters Score -4343956 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4344447.000000 Penalty: 5147.555664
	Iteration 3Q: 3 clusters Score -4344447 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4345170.500000 Penalty: 5147.555664
	Iteration 4Q: 3 clusters Score -4345170 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4346142.000000 Penalty: 5147.555664
	Iteration 5F: 3 clusters Score -4346142 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4347593.500000 Penalty: 5147.555664
	Iteration 6F: 3 clusters Score -4347594 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4349554.000000 Penalty: 5147.555664
	Iteration 7F: 3 clusters Score -4349554 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4351773.500000 Penalty: 5147.555664
	Iteration 8F: 3 clusters Score -4351774 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4353524.000000 Penalty: 5147.555664
	Iteration 9F: 3 clusters Score -4353524 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4354546.000000 Penalty: 5147.555664
	Iteration 10Q: 3 clusters Score -4354546 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4355041.000000 Penalty: 5147.555664
	Iteration 11Q: 3 clusters Score -4355041 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4355262.000000 Penalty: 5147.555664
	Iteration 12Q: 3 clusters Score -4355262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4355384.000000 Penalty: 5147.555664
	Iteration 13Q: 3 clusters Score -4355384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4355445.500000 Penalty: 5147.555664
	Iteration 14Q: 3 clusters Score -4355446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4355488.000000 Penalty: 5147.555664
	Iteration 15Q: 3 clusters Score -4355488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4355513.000000 Penalty: 5147.555664
	Iteration 16Q: 3 clusters Score -4355513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4355521.000000 Penalty: 5147.555664
	Iteration 17Q: 3 clusters Score -4355521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4355534.500000 Penalty: 5147.555664
	Iteration 18Q: 3 clusters Score -4355534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4355539.000000 Penalty: 5147.555664
	Iteration 19Q: 3 clusters Score -4355539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4355550.500000 Penalty: 5147.555664
	Iteration 20F: 3 clusters Score -4355550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4355557.000000 Penalty: 5147.555664
	Iteration 21Q: 3 clusters Score -4355557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4355557.000000 Penalty: 5147.555664
	Iteration 22Q: 3 clusters Score -4355557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4355566.500000 Penalty: 5147.555664
	Iteration 23Q: 3 clusters Score -4355566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4355575.000000 Penalty: 5147.555664
	Iteration 24Q: 3 clusters Score -4355575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4355590.000000 Penalty: 5147.555664
	Iteration 25Q: 3 clusters Score -4355590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4355594.000000 Penalty: 5147.555664
	Iteration 26Q: 3 clusters Score -4355594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4355600.000000 Penalty: 5147.555664
	Iteration 27Q: 3 clusters Score -4355600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4355605.000000 Penalty: 5147.555664
	Iteration 28Q: 3 clusters Score -4355605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4355608.500000 Penalty: 5147.555664
	Iteration 29Q: 3 clusters Score -4355608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4355609.000000 Penalty: 5147.555664
	Iteration 30Q: 3 clusters Score -4355609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4355609.500000 Penalty: 5147.555664
	Iteration 31Q: 3 clusters Score -4355610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4355611.000000 Penalty: 5147.555664
	Iteration 32Q: 3 clusters Score -4355611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4355611.500000 Penalty: 5147.555664
	Iteration 33Q: 3 clusters Score -4355612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4355616.000000 Penalty: 5147.555664
	Iteration 34Q: 3 clusters Score -4355616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4355614.000000 Penalty: 5147.555664
	Iteration 35Q: 3 clusters Score -4355614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4355612.500000 Penalty: 5147.555664
	Iteration 36Q: 3 clusters Score -4355612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4355621.000000 Penalty: 5147.555664
	Iteration 37Q: 3 clusters Score -4355621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4355620.500000 Penalty: 5147.555664
	Iteration 38Q: 3 clusters Score -4355620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4355622.500000 Penalty: 5147.555664
	Iteration 39Q: 3 clusters Score -4355622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4355622.000000 Penalty: 5147.555664
	Iteration 40F: 3 clusters Score -4355622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4355623.000000 Penalty: 5147.555664
	Iteration 41Q: 3 clusters Score -4355623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4355622.500000 Penalty: 5147.555664
	Iteration 42Q: 3 clusters Score -4355622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4355629.000000 Penalty: 5147.555664
	Iteration 43Q: 3 clusters Score -4355629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4355631.500000 Penalty: 5147.555664
	Iteration 44Q: 3 clusters Score -4355632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4355630.500000 Penalty: 5147.555664
	Iteration 45Q: 3 clusters Score -4355630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4355630.500000 Penalty: 5147.555664
	Iteration 46F: 3 clusters Score -4355630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Entering Unmasked Estep 
Score: -22261422.000000 Penalty: 2979.351074
	Iteration 0F: 2 clusters Score -2.226142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -22152902.000000 Penalty: 5958.702148
	Iteration 0F: 3 clusters Score -2.21529e+07 nChanged 78957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -22198452.000000 Penalty: 5958.702148
	Iteration 1F: 3 clusters Score -2.219845e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -22199764.000000 Penalty: 5958.702148
	Iteration 2Q: 3 clusters Score -2.219976e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -22201712.000000 Penalty: 5958.702148
	Iteration 3Q: 3 clusters Score -2.220171e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -22205258.000000 Penalty: 5958.702148
	Iteration 4Q: 3 clusters Score -2.220526e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -22211572.000000 Penalty: 5958.702148
	Iteration 5F: 3 clusters Score -2.221157e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -22222348.000000 Penalty: 5958.702148
	Iteration 6F: 3 clusters Score -2.222235e+07 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 141229 members 
Entering Unmasked Estep 
Score: -22236584.000000 Penalty: 5958.702148
	Iteration 7F: 3 clusters Score -2.223658e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -22248902.000000 Penalty: 5958.702148
	Iteration 8F: 3 clusters Score -2.22489e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -22255222.000000 Penalty: 5958.702148
	Iteration 9Q: 3 clusters Score -2.225522e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -22257632.000000 Penalty: 5958.702148
	Iteration 10Q: 3 clusters Score -2.225763e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -22258330.000000 Penalty: 5958.702148
	Iteration 11Q: 3 clusters Score -2.225833e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -22258560.000000 Penalty: 5958.702148
	Iteration 12Q: 3 clusters Score -2.225856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -22258640.000000 Penalty: 5958.702148
	Iteration 13Q: 3 clusters Score -2.225864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -22258668.000000 Penalty: 5958.702148
	Iteration 14Q: 3 clusters Score -2.225867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -22258662.000000 Penalty: 5958.702148
	Iteration 15Q: 3 clusters Score -2.225866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -22258694.000000 Penalty: 5958.702148
	Iteration 16Q: 3 clusters Score -2.225869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -22258726.000000 Penalty: 5958.702148
	Iteration 17Q: 3 clusters Score -2.225873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -22258726.000000 Penalty: 5958.702148
	Iteration 18Q: 3 clusters Score -2.225873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164729 members 
Entering Unmasked Estep 
Score: -22258726.000000 Penalty: 5958.702148
	Iteration 19Q: 3 clusters Score -2.225873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -22258728.000000 Penalty: 5958.702148
	Iteration 20F: 3 clusters Score -2.225873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -22258716.000000 Penalty: 5958.702148
	Iteration 21Q: 3 clusters Score -2.225872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -22258726.000000 Penalty: 5958.702148
	Iteration 22Q: 3 clusters Score -2.225873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -22258726.000000 Penalty: 5958.702148
	Iteration 23Q: 3 clusters Score -2.225873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -22258724.000000 Penalty: 5958.702148
	Iteration 24Q: 3 clusters Score -2.225872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -22258724.000000 Penalty: 5958.702148
	Iteration 25F: 3 clusters Score -2.225872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208758 members 
Entering Unmasked Estep 
Score: -27953140.000000 Penalty: 3037.734863
	Iteration 0F: 2 clusters Score -2.795314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -27818462.000000 Penalty: 6075.469727
	Iteration 0F: 3 clusters Score -2.781846e+07 nChanged 100358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -27876892.000000 Penalty: 6075.469727
	Iteration 1F: 3 clusters Score -2.787689e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -27877804.000000 Penalty: 6075.469727
	Iteration 2Q: 3 clusters Score -2.78778e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -27879168.000000 Penalty: 6075.469727
	Iteration 3Q: 3 clusters Score -2.787917e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -27881004.000000 Penalty: 6075.469727
	Iteration 4Q: 3 clusters Score -2.7881e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -27884520.000000 Penalty: 6075.469727
	Iteration 5Q: 3 clusters Score -2.788452e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -27891028.000000 Penalty: 6075.469727
	Iteration 6F: 3 clusters Score -2.789103e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -27901404.000000 Penalty: 6075.469727
	Iteration 7F: 3 clusters Score -2.79014e+07 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -27914208.000000 Penalty: 6075.469727
	Iteration 8F: 3 clusters Score -2.791421e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174109 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -27925606.000000 Penalty: 6075.469727
	Iteration 9F: 3 clusters Score -2.792561e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -27933462.000000 Penalty: 6075.469727
	Iteration 10Q: 3 clusters Score -2.793346e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -27938084.000000 Penalty: 6075.469727
	Iteration 11Q: 3 clusters Score -2.793808e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192592 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -27941048.000000 Penalty: 6075.469727
	Iteration 12Q: 3 clusters Score -2.794105e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195904 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -27943368.000000 Penalty: 6075.469727
	Iteration 13Q: 3 clusters Score -2.794337e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -27944974.000000 Penalty: 6075.469727
	Iteration 14Q: 3 clusters Score -2.794497e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200836 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -27946244.000000 Penalty: 6075.469727
	Iteration 15Q: 3 clusters Score -2.794624e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202512 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -27947126.000000 Penalty: 6075.469727
	Iteration 16Q: 3 clusters Score -2.794713e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203808 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -27947854.000000 Penalty: 6075.469727
	Iteration 17Q: 3 clusters Score -2.794785e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204787 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -27948410.000000 Penalty: 6075.469727
	Iteration 18Q: 3 clusters Score -2.794841e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205569 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -27948908.000000 Penalty: 6075.469727
	Iteration 19Q: 3 clusters Score -2.794891e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206129 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -27949216.000000 Penalty: 6075.469727
	Iteration 20F: 3 clusters Score -2.794922e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206586 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -27949474.000000 Penalty: 6075.469727
	Iteration 21Q: 3 clusters Score -2.794947e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206914 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -27949694.000000 Penalty: 6075.469727
	Iteration 22Q: 3 clusters Score -2.794969e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207152 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -27949814.000000 Penalty: 6075.469727
	Iteration 23Q: 3 clusters Score -2.794981e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207335 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -27949998.000000 Penalty: 6075.469727
	Iteration 24Q: 3 clusters Score -2.795e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207477 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -27950142.000000 Penalty: 6075.469727
	Iteration 25Q: 3 clusters Score -2.795014e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207590 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -27950218.000000 Penalty: 6075.469727
	Iteration 26Q: 3 clusters Score -2.795022e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207670 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -27950290.000000 Penalty: 6075.469727
	Iteration 27Q: 3 clusters Score -2.795029e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207729 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -27950316.000000 Penalty: 6075.469727
	Iteration 28Q: 3 clusters Score -2.795032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -27950330.000000 Penalty: 6075.469727
	Iteration 29Q: 3 clusters Score -2.795033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207804 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27950320.000000 Penalty: 6075.469727
	Iteration 30Q: 3 clusters Score -2.795032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207836 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -27950366.000000 Penalty: 6075.469727
	Iteration 31Q: 3 clusters Score -2.795037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207850 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -27950372.000000 Penalty: 6075.469727
	Iteration 32Q: 3 clusters Score -2.795037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207863 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -27950372.000000 Penalty: 6075.469727
	Iteration 33Q: 3 clusters Score -2.795037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207872 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -27950378.000000 Penalty: 6075.469727
	Iteration 34Q: 3 clusters Score -2.795038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207882 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -27950392.000000 Penalty: 6075.469727
	Iteration 35Q: 3 clusters Score -2.795039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207896 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -27950408.000000 Penalty: 6075.469727
	Iteration 36Q: 3 clusters Score -2.795041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207911 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -27950428.000000 Penalty: 6075.469727
	Iteration 37Q: 3 clusters Score -2.795043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207920 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -27950420.000000 Penalty: 6075.469727
	Iteration 38Q: 3 clusters Score -2.795042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207928 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -27950410.000000 Penalty: 6075.469727
	Iteration 39Q: 3 clusters Score -2.795041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207933 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -27950434.000000 Penalty: 6075.469727
	Iteration 40F: 3 clusters Score -2.795043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -27950424.000000 Penalty: 6075.469727
	Iteration 41Q: 3 clusters Score -2.795042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207941 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -27950428.000000 Penalty: 6075.469727
	Iteration 42Q: 3 clusters Score -2.795043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207946 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -27950440.000000 Penalty: 6075.469727
	Iteration 43Q: 3 clusters Score -2.795044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207950 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -27950428.000000 Penalty: 6075.469727
	Iteration 44Q: 3 clusters Score -2.795043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207950 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -27950454.000000 Penalty: 6075.469727
	Iteration 45Q: 3 clusters Score -2.795045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -27950428.000000 Penalty: 6075.469727
	Iteration 46Q: 3 clusters Score -2.795043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207958 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -27950422.000000 Penalty: 6075.469727
	Iteration 47Q: 3 clusters Score -2.795042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207960 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -27950450.000000 Penalty: 6075.469727
	Iteration 48Q: 3 clusters Score -2.795045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207962 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -27950450.000000 Penalty: 6075.469727
	Iteration 49Q: 3 clusters Score -2.795045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -27950460.000000 Penalty: 6075.469727
	Iteration 50Q: 3 clusters Score -2.795046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -27950460.000000 Penalty: 6075.469727
	Iteration 51F: 3 clusters Score -2.795046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Entering Unmasked Estep 
Score: -7501812.000000 Penalty: 2708.197021
	Iteration 0F: 2 clusters Score -7501812 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 27536 members 
Entering Unmasked Estep 
Score: -7464563.000000 Penalty: 5416.394043
	Iteration 0F: 3 clusters Score -7464563 nChanged 25573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -7478823.000000 Penalty: 5416.394043
	Iteration 1F: 3 clusters Score -7478823 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -7479579.500000 Penalty: 5416.394043
	Iteration 2Q: 3 clusters Score -7479580 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7480358.500000 Penalty: 5416.394043
	Iteration 3Q: 3 clusters Score -7480358 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -7481348.500000 Penalty: 5416.394043
	Iteration 4Q: 3 clusters Score -7481348 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -7482523.500000 Penalty: 5416.394043
	Iteration 5Q: 3 clusters Score -7482524 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -7484135.500000 Penalty: 5416.394043
	Iteration 6F: 3 clusters Score -7484136 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -7486262.500000 Penalty: 5416.394043
	Iteration 7F: 3 clusters Score -7486262 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -7489015.000000 Penalty: 5416.394043
	Iteration 8F: 3 clusters Score -7489015 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -7492171.500000 Penalty: 5416.394043
	Iteration 9F: 3 clusters Score -7492172 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7495224.500000 Penalty: 5416.394043
	Iteration 10F: 3 clusters Score -7495224 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7497279.500000 Penalty: 5416.394043
	Iteration 11Q: 3 clusters Score -7497280 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7498396.000000 Penalty: 5416.394043
	Iteration 12Q: 3 clusters Score -7498396 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7498936.500000 Penalty: 5416.394043
	Iteration 13Q: 3 clusters Score -7498936 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7499195.000000 Penalty: 5416.394043
	Iteration 14Q: 3 clusters Score -7499195 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7499312.500000 Penalty: 5416.394043
	Iteration 15Q: 3 clusters Score -7499312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7499394.000000 Penalty: 5416.394043
	Iteration 16Q: 3 clusters Score -7499394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7499440.500000 Penalty: 5416.394043
	Iteration 17Q: 3 clusters Score -7499440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7499462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7499496.500000 Penalty: 5416.394043
	Iteration 19Q: 3 clusters Score -7499496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7499513.500000 Penalty: 5416.394043
	Iteration 20F: 3 clusters Score -7499514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7499513.500000 Penalty: 5416.394043
	Iteration 21Q: 3 clusters Score -7499514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7499521.000000 Penalty: 5416.394043
	Iteration 22Q: 3 clusters Score -7499521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7499523.500000 Penalty: 5416.394043
	Iteration 23Q: 3 clusters Score -7499524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7499530.500000 Penalty: 5416.394043
	Iteration 24Q: 3 clusters Score -7499530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7499534.500000 Penalty: 5416.394043
	Iteration 25Q: 3 clusters Score -7499534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7499533.000000 Penalty: 5416.394043
	Iteration 26Q: 3 clusters Score -7499533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7499540.500000 Penalty: 5416.394043
	Iteration 27Q: 3 clusters Score -7499540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7499540.000000 Penalty: 5416.394043
	Iteration 28Q: 3 clusters Score -7499540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7499538.500000 Penalty: 5416.394043
	Iteration 29Q: 3 clusters Score -7499538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7499542.000000 Penalty: 5416.394043
	Iteration 30Q: 3 clusters Score -7499542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7499542.000000 Penalty: 5416.394043
	Iteration 31F: 3 clusters Score -7499542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 113672 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 156972 members 
Mstep: Class 9 contains 181919 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 171571 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 152256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 164969 members 
Mstep: Class 20 contains 208758 members 
Mstep: Class 22 contains 55279 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 22 clusters Score -1.803452e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 5672 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 113682 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15408 members 
Mstep: Class 8 contains 156972 members 
Mstep: Class 9 contains 182054 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 171696 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 152108 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 32133 members 
Mstep: Class 19 contains 165014 members 
Mstep: Class 20 contains 208591 members 
Mstep: Class 22 contains 55279 members 
Entering Unmasked Estep 
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Iteration 120F: 22 clusters Score -1.803452e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 113691 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 157004 members 
Mstep: Class 9 contains 182154 members 
Mstep: Class 10 contains 39382 members 
Mstep: Class 11 contains 171784 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 151970 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 32110 members 
Mstep: Class 19 contains 165044 members 
Mstep: Class 20 contains 208465 members 
Mstep: Class 22 contains 55266 members 
Entering Unmasked Estep 
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Iteration 121Q: 22 clusters Score -1.803453e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 113680 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15497 members 
Mstep: Class 8 contains 156958 members 
Mstep: Class 9 contains 182221 members 
Mstep: Class 10 contains 39384 members 
Mstep: Class 11 contains 171876 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 151871 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 32088 members 
Mstep: Class 19 contains 165128 members 
Mstep: Class 20 contains 208387 members 
Mstep: Class 22 contains 55256 members 
Entering Unmasked Estep 
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Iteration 122Q: 22 clusters Score -1.803455e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 5662 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 113665 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 156905 members 
Mstep: Class 9 contains 182321 members 
Mstep: Class 10 contains 39375 members 
Mstep: Class 11 contains 171939 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 151796 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 19 contains 165201 members 
Mstep: Class 20 contains 208307 members 
Mstep: Class 22 contains 55233 members 
Entering Unmasked Estep 
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Iteration 123Q: 22 clusters Score -1.803453e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 113658 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15607 members 
Mstep: Class 8 contains 156837 members 
Mstep: Class 9 contains 182389 members 
Mstep: Class 10 contains 39361 members 
Mstep: Class 11 contains 172001 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 151771 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 32083 members 
Mstep: Class 19 contains 165267 members 
Mstep: Class 20 contains 208204 members 
Mstep: Class 22 contains 55214 members 
Entering Unmasked Estep 
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Iteration 124Q: 22 clusters Score -1.803457e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 113635 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15659 members 
Mstep: Class 8 contains 156826 members 
Mstep: Class 9 contains 182442 members 
Mstep: Class 10 contains 39348 members 
Mstep: Class 11 contains 172000 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151822 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 32069 members 
Mstep: Class 19 contains 165318 members 
Mstep: Class 20 contains 208096 members 
Mstep: Class 22 contains 55196 members 
Entering Unmasked Estep 
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Iteration 125Q: 22 clusters Score -1.803462e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 113639 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15704 members 
Mstep: Class 8 contains 156787 members 
Mstep: Class 9 contains 182521 members 
Mstep: Class 10 contains 39340 members 
Mstep: Class 11 contains 171999 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151855 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 32072 members 
Mstep: Class 19 contains 165372 members 
Mstep: Class 20 contains 207951 members 
Mstep: Class 22 contains 55182 members 
Entering Unmasked Estep 
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Iteration 126Q: 22 clusters Score -1.803463e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 113667 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 15758 members 
Mstep: Class 8 contains 156750 members 
Mstep: Class 9 contains 182615 members 
Mstep: Class 10 contains 39347 members 
Mstep: Class 11 contains 171980 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151858 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 32067 members 
Mstep: Class 19 contains 165407 members 
Mstep: Class 20 contains 207817 members 
Mstep: Class 22 contains 55171 members 
Entering Unmasked Estep 
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Iteration 127Q: 22 clusters Score -1.803464e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 113700 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15812 members 
Mstep: Class 8 contains 156701 members 
Mstep: Class 9 contains 182703 members 
Mstep: Class 10 contains 39353 members 
Mstep: Class 11 contains 171981 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151823 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 32066 members 
Mstep: Class 19 contains 165443 members 
Mstep: Class 20 contains 207700 members 
Mstep: Class 22 contains 55161 members 
Entering Unmasked Estep 
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Iteration 128Q: 22 clusters Score -1.803465e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 113738 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 156635 members 
Mstep: Class 9 contains 182794 members 
Mstep: Class 10 contains 39357 members 
Mstep: Class 11 contains 171997 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151824 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 32070 members 
Mstep: Class 19 contains 165482 members 
Mstep: Class 20 contains 207541 members 
Mstep: Class 22 contains 55162 members 
Entering Unmasked Estep 
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Iteration 129Q: 22 clusters Score -1.803467e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 113779 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 156563 members 
Mstep: Class 9 contains 182841 members 
Mstep: Class 10 contains 39354 members 
Mstep: Class 11 contains 172042 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151817 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 32081 members 
Mstep: Class 19 contains 165527 members 
Mstep: Class 20 contains 207403 members 
Mstep: Class 22 contains 55161 members 
Entering Unmasked Estep 
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Iteration 130Q: 22 clusters Score -1.803464e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 113805 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 156493 members 
Mstep: Class 9 contains 182907 members 
Mstep: Class 10 contains 39358 members 
Mstep: Class 11 contains 172106 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151799 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 32091 members 
Mstep: Class 19 contains 165572 members 
Mstep: Class 20 contains 207232 members 
Mstep: Class 22 contains 55166 members 
Entering Unmasked Estep 
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Iteration 131Q: 22 clusters Score -1.803459e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 5649 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 113819 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 8 contains 156464 members 
Mstep: Class 9 contains 182946 members 
Mstep: Class 10 contains 39363 members 
Mstep: Class 11 contains 172158 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151817 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 32102 members 
Mstep: Class 19 contains 165604 members 
Mstep: Class 20 contains 207053 members 
Mstep: Class 22 contains 55175 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -1.803456e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 113860 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 156372 members 
Mstep: Class 9 contains 182972 members 
Mstep: Class 10 contains 39368 members 
Mstep: Class 11 contains 172227 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151824 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 32118 members 
Mstep: Class 19 contains 165647 members 
Mstep: Class 20 contains 206930 members 
Mstep: Class 22 contains 55175 members 
Entering Unmasked Estep 
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Iteration 133Q: 22 clusters Score -1.80346e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 5634 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 113901 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 156236 members 
Mstep: Class 9 contains 183002 members 
Mstep: Class 10 contains 39385 members 
Mstep: Class 11 contains 172300 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151804 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2728 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 19 contains 165704 members 
Mstep: Class 20 contains 206841 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -1.803461e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 5633 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 113935 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16028 members 
Mstep: Class 8 contains 156077 members 
Mstep: Class 9 contains 183044 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 172355 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151807 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 19 contains 165769 members 
Mstep: Class 20 contains 206772 members 
Mstep: Class 22 contains 55178 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -1.803459e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 113961 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 8 contains 155941 members 
Mstep: Class 9 contains 183060 members 
Mstep: Class 10 contains 39389 members 
Mstep: Class 11 contains 172417 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151840 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 19 contains 165861 members 
Mstep: Class 20 contains 206649 members 
Mstep: Class 22 contains 55181 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -1.803456e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 5630 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 113982 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 155796 members 
Mstep: Class 9 contains 183136 members 
Mstep: Class 10 contains 39383 members 
Mstep: Class 11 contains 172411 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151856 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 32150 members 
Mstep: Class 19 contains 165944 members 
Mstep: Class 20 contains 206553 members 
Mstep: Class 22 contains 55175 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -1.803457e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 114016 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 155683 members 
Mstep: Class 9 contains 183185 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 172434 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151867 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 32170 members 
Mstep: Class 19 contains 166013 members 
Mstep: Class 20 contains 206429 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -1.803457e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 114050 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 155528 members 
Mstep: Class 9 contains 183229 members 
Mstep: Class 10 contains 39391 members 
Mstep: Class 11 contains 172471 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151856 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 32186 members 
Mstep: Class 19 contains 166074 members 
Mstep: Class 20 contains 206361 members 
Mstep: Class 22 contains 55180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345792.000000 Penalty: 73593.648438
Iteration 139Q: 22 clusters Score -1.803458e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 114076 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16117 members 
Mstep: Class 8 contains 155416 members 
Mstep: Class 9 contains 183280 members 
Mstep: Class 10 contains 39399 members 
Mstep: Class 11 contains 172503 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151864 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 19 contains 166124 members 
Mstep: Class 20 contains 206285 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345872.000000 Penalty: 73593.648438
Iteration 140F: 22 clusters Score -1.803459e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 114079 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 155321 members 
Mstep: Class 9 contains 183329 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 172537 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151857 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 32200 members 
Mstep: Class 19 contains 166151 members 
Mstep: Class 20 contains 206225 members 
Mstep: Class 22 contains 55175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345840.000000 Penalty: 73593.648438
Iteration 141Q: 22 clusters Score -1.803458e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 114091 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 155233 members 
Mstep: Class 9 contains 183401 members 
Mstep: Class 10 contains 39384 members 
Mstep: Class 11 contains 172564 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151860 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 32208 members 
Mstep: Class 19 contains 166173 members 
Mstep: Class 20 contains 206147 members 
Mstep: Class 22 contains 55166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346128.000000 Penalty: 73593.648438
Iteration 142Q: 22 clusters Score -1.803461e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 114084 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16204 members 
Mstep: Class 8 contains 155201 members 
Mstep: Class 9 contains 183446 members 
Mstep: Class 10 contains 39389 members 
Mstep: Class 11 contains 172598 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151869 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 32218 members 
Mstep: Class 19 contains 166189 members 
Mstep: Class 20 contains 206026 members 
Mstep: Class 22 contains 55164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345888.000000 Penalty: 73593.648438
Iteration 143Q: 22 clusters Score -1.803459e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 114079 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16243 members 
Mstep: Class 8 contains 155209 members 
Mstep: Class 9 contains 183470 members 
Mstep: Class 10 contains 39387 members 
Mstep: Class 11 contains 172607 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 151865 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 32245 members 
Mstep: Class 19 contains 166190 members 
Mstep: Class 20 contains 205909 members 
Mstep: Class 22 contains 55161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345792.000000 Penalty: 73593.648438
Iteration 144Q: 22 clusters Score -1.803458e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 114094 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 155189 members 
Mstep: Class 9 contains 183480 members 
Mstep: Class 10 contains 39386 members 
Mstep: Class 11 contains 172622 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151869 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 32268 members 
Mstep: Class 19 contains 166212 members 
Mstep: Class 20 contains 205767 members 
Mstep: Class 22 contains 55169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345504.000000 Penalty: 73593.648438
Iteration 145Q: 22 clusters Score -1.803455e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 5559 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 114116 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16305 members 
Mstep: Class 8 contains 155177 members 
Mstep: Class 9 contains 183496 members 
Mstep: Class 10 contains 39387 members 
Mstep: Class 11 contains 172664 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151910 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 32261 members 
Mstep: Class 19 contains 166233 members 
Mstep: Class 20 contains 205577 members 
Mstep: Class 22 contains 55176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345504.000000 Penalty: 73593.648438
Iteration 146Q: 22 clusters Score -1.803455e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 114145 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 155194 members 
Mstep: Class 9 contains 183494 members 
Mstep: Class 10 contains 39386 members 
Mstep: Class 11 contains 172680 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151954 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 32270 members 
Mstep: Class 19 contains 166232 members 
Mstep: Class 20 contains 205409 members 
Mstep: Class 22 contains 55177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345696.000000 Penalty: 73593.648438
Iteration 147Q: 22 clusters Score -1.803457e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 3789 members 
Mstep: Class 4 contains 114166 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16348 members 
Mstep: Class 8 contains 155167 members 
Mstep: Class 9 contains 183505 members 
Mstep: Class 10 contains 39397 members 
Mstep: Class 11 contains 172685 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 151994 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 32292 members 
Mstep: Class 19 contains 166227 members 
Mstep: Class 20 contains 205265 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345616.000000 Penalty: 73593.648438
Iteration 148Q: 22 clusters Score -1.803456e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 114193 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16363 members 
Mstep: Class 8 contains 155152 members 
Mstep: Class 9 contains 183531 members 
Mstep: Class 10 contains 39396 members 
Mstep: Class 11 contains 172699 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152027 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 32308 members 
Mstep: Class 19 contains 166230 members 
Mstep: Class 20 contains 205113 members 
Mstep: Class 22 contains 55172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345568.000000 Penalty: 73593.648438
Iteration 149Q: 22 clusters Score -1.803456e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 3793 members 
Mstep: Class 4 contains 114218 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16374 members 
Mstep: Class 8 contains 155094 members 
Mstep: Class 9 contains 183574 members 
Mstep: Class 10 contains 39407 members 
Mstep: Class 11 contains 172709 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152081 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 32321 members 
Mstep: Class 19 contains 166235 members 
Mstep: Class 20 contains 204947 members 
Mstep: Class 22 contains 55171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345552.000000 Penalty: 73593.648438
Iteration 150Q: 22 clusters Score -1.803456e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 114245 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16379 members 
Mstep: Class 8 contains 154992 members 
Mstep: Class 9 contains 183623 members 
Mstep: Class 10 contains 39421 members 
Mstep: Class 11 contains 172746 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152132 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 166236 members 
Mstep: Class 20 contains 204837 members 
Mstep: Class 22 contains 55170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345536.000000 Penalty: 73593.648438
Iteration 151Q: 22 clusters Score -1.803455e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 5622 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 114292 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16394 members 
Mstep: Class 8 contains 154902 members 
Mstep: Class 9 contains 183649 members 
Mstep: Class 10 contains 39431 members 
Mstep: Class 11 contains 172785 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152167 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 32323 members 
Mstep: Class 19 contains 166238 members 
Mstep: Class 20 contains 204704 members 
Mstep: Class 22 contains 55169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345616.000000 Penalty: 73593.648438
Iteration 152Q: 22 clusters Score -1.803456e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 5632 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 114315 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 154853 members 
Mstep: Class 9 contains 183684 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 172792 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152228 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2818 members 
Mstep: Class 18 contains 32325 members 
Mstep: Class 19 contains 166254 members 
Mstep: Class 20 contains 204550 members 
Mstep: Class 22 contains 55163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345696.000000 Penalty: 73593.648438
Iteration 153Q: 22 clusters Score -1.803457e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 114334 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16413 members 
Mstep: Class 8 contains 154780 members 
Mstep: Class 9 contains 183725 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 172822 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152272 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2825 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 166284 members 
Mstep: Class 20 contains 204375 members 
Mstep: Class 22 contains 55166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345648.000000 Penalty: 73593.648438
Iteration 154Q: 22 clusters Score -1.803456e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 114379 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 8 contains 154723 members 
Mstep: Class 9 contains 183758 members 
Mstep: Class 10 contains 39454 members 
Mstep: Class 11 contains 172818 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152348 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 166308 members 
Mstep: Class 20 contains 204191 members 
Mstep: Class 22 contains 55164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345600.000000 Penalty: 73593.648438
Iteration 155Q: 22 clusters Score -1.803456e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 114421 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16423 members 
Mstep: Class 8 contains 154635 members 
Mstep: Class 9 contains 183805 members 
Mstep: Class 10 contains 39457 members 
Mstep: Class 11 contains 172838 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152417 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 32346 members 
Mstep: Class 19 contains 166335 members 
Mstep: Class 20 contains 204013 members 
Mstep: Class 22 contains 55165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345520.000000 Penalty: 73593.648438
Iteration 156Q: 22 clusters Score -1.803455e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 114466 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16431 members 
Mstep: Class 8 contains 154530 members 
Mstep: Class 9 contains 183823 members 
Mstep: Class 10 contains 39467 members 
Mstep: Class 11 contains 172877 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152503 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 20 contains 203828 members 
Mstep: Class 22 contains 55168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345344.000000 Penalty: 73593.648438
Iteration 157Q: 22 clusters Score -1.803453e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 5735 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 114503 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16438 members 
Mstep: Class 8 contains 154431 members 
Mstep: Class 9 contains 183854 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 172903 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152580 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 166395 members 
Mstep: Class 20 contains 203651 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345120.000000 Penalty: 73593.648438
Iteration 158Q: 22 clusters Score -1.803451e+08 nChanged 1157
Entering ConstructFrom: 
Score: -180345120.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (60700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Entering Unmasked Estep 
Score: -7893405.500000 Penalty: 2731.397217
	Iteration 0F: 2 clusters Score -7893406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -7852696.500000 Penalty: 5462.794434
	Iteration 0F: 3 clusters Score -7852696 nChanged 28258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -7868577.500000 Penalty: 5462.794434
	Iteration 1F: 3 clusters Score -7868578 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -7869290.000000 Penalty: 5462.794434
	Iteration 2Q: 3 clusters Score -7869290 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -7870203.000000 Penalty: 5462.794434
	Iteration 3Q: 3 clusters Score -7870203 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -7871520.000000 Penalty: 5462.794434
	Iteration 4Q: 3 clusters Score -7871520 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7873314.500000 Penalty: 5462.794434
	Iteration 5F: 3 clusters Score -7873314 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -7875741.000000 Penalty: 5462.794434
	Iteration 6F: 3 clusters Score -7875741 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -7878854.500000 Penalty: 5462.794434
	Iteration 7F: 3 clusters Score -7878854 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -7881984.000000 Penalty: 5462.794434
	Iteration 8F: 3 clusters Score -7881984 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -7884801.500000 Penalty: 5462.794434
	Iteration 9F: 3 clusters Score -7884802 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -7887337.500000 Penalty: 5462.794434
	Iteration 10Q: 3 clusters Score -7887338 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -7889398.500000 Penalty: 5462.794434
	Iteration 11Q: 3 clusters Score -7889398 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -7890398.500000 Penalty: 5462.794434
	Iteration 12Q: 3 clusters Score -7890398 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -7890763.500000 Penalty: 5462.794434
	Iteration 13Q: 3 clusters Score -7890764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -7890892.000000 Penalty: 5462.794434
	Iteration 14Q: 3 clusters Score -7890892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -7890990.500000 Penalty: 5462.794434
	Iteration 15Q: 3 clusters Score -7890990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -7891038.000000 Penalty: 5462.794434
	Iteration 16Q: 3 clusters Score -7891038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -7891055.000000 Penalty: 5462.794434
	Iteration 17Q: 3 clusters Score -7891055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -7891086.500000 Penalty: 5462.794434
	Iteration 18Q: 3 clusters Score -7891086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -7891099.500000 Penalty: 5462.794434
	Iteration 19Q: 3 clusters Score -7891100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -7891109.000000 Penalty: 5462.794434
	Iteration 20F: 3 clusters Score -7891109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -7891117.000000 Penalty: 5462.794434
	Iteration 21Q: 3 clusters Score -7891117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -7891129.000000 Penalty: 5462.794434
	Iteration 22Q: 3 clusters Score -7891129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7891132.500000 Penalty: 5462.794434
	Iteration 23Q: 3 clusters Score -7891132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -7891132.000000 Penalty: 5462.794434
	Iteration 24Q: 3 clusters Score -7891132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -7891134.000000 Penalty: 5462.794434
	Iteration 25Q: 3 clusters Score -7891134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -7891134.500000 Penalty: 5462.794434
	Iteration 26Q: 3 clusters Score -7891134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7891134.500000 Penalty: 5462.794434
	Iteration 27Q: 3 clusters Score -7891134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7891134.000000 Penalty: 5462.794434
	Iteration 28Q: 3 clusters Score -7891134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -7891134.000000 Penalty: 5462.794434
	Iteration 29Q: 3 clusters Score -7891134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -7891147.000000 Penalty: 5462.794434
	Iteration 30Q: 3 clusters Score -7891147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -7891154.000000 Penalty: 5462.794434
	Iteration 31Q: 3 clusters Score -7891154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -7891158.000000 Penalty: 5462.794434
	Iteration 32Q: 3 clusters Score -7891158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -7891164.000000 Penalty: 5462.794434
	Iteration 33Q: 3 clusters Score -7891164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7891163.000000 Penalty: 5462.794434
	Iteration 34Q: 3 clusters Score -7891163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7891163.000000 Penalty: 5462.794434
	Iteration 35F: 3 clusters Score -7891163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -775125.562500 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -775125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -770103.250000 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -770103.2 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -771337.375000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -771337.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -771545.750000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -771545.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -771683.375000 Penalty: 4296.001953
	Iteration 3Q: 3 clusters Score -771683.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -771778.937500 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -771778.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -771850.625000 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -771850.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -771914.875000 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -771914.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -771980.562500 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -771980.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -772045.312500 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -772045.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -772115.000000 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -772115 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -772186.812500 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -772186.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -772258.312500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -772258.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -772325.437500 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -772325.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -772394.750000 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -772394.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -772467.812500 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -772467.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -772533.250000 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -772533.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -772597.250000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -772597.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -772667.812500 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -772667.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -772735.250000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -772735.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -772802.187500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -772802.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -772861.500000 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -772861.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -772897.000000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -772897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -772938.437500 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -772938.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -772966.000000 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -772966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -772988.000000 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -772988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -773009.812500 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -773009.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -773032.562500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -773032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -773050.875000 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -773050.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -773072.562500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -773072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -773085.937500 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -773085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -773101.312500 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -773101.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -773120.062500 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -773120.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -773130.562500 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -773130.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -773142.125000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -773142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -773150.562500 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -773150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -773164.562500 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -773164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -773169.500000 Penalty: 4296.001953
	Iteration 36Q: 3 clusters Score -773169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -773173.250000 Penalty: 4296.001953
	Iteration 37Q: 3 clusters Score -773173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -773175.937500 Penalty: 4296.001953
	Iteration 38Q: 3 clusters Score -773175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -773179.000000 Penalty: 4296.001953
	Iteration 39Q: 3 clusters Score -773179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -773181.500000 Penalty: 4296.001953
	Iteration 40F: 3 clusters Score -773181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -773186.625000 Penalty: 4296.001953
	Iteration 41Q: 3 clusters Score -773186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -773188.687500 Penalty: 4296.001953
	Iteration 42Q: 3 clusters Score -773188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -773194.187500 Penalty: 4296.001953
	Iteration 43Q: 3 clusters Score -773194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -773199.000000 Penalty: 4296.001953
	Iteration 44Q: 3 clusters Score -773199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -773201.625000 Penalty: 4296.001953
	Iteration 45Q: 3 clusters Score -773201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -773203.125000 Penalty: 4296.001953
	Iteration 46Q: 3 clusters Score -773203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -773205.812500 Penalty: 4296.001953
	Iteration 47Q: 3 clusters Score -773205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -773207.437500 Penalty: 4296.001953
	Iteration 48Q: 3 clusters Score -773207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -773208.437500 Penalty: 4296.001953
	Iteration 49Q: 3 clusters Score -773208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -773210.937500 Penalty: 4296.001953
	Iteration 50Q: 3 clusters Score -773210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -773215.875000 Penalty: 4296.001953
	Iteration 51Q: 3 clusters Score -773215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -773216.562500 Penalty: 4296.001953
	Iteration 52Q: 3 clusters Score -773216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -773220.125000 Penalty: 4296.001953
	Iteration 53Q: 3 clusters Score -773220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -773220.125000 Penalty: 4296.001953
	Iteration 54F: 3 clusters Score -773220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -485418.843750 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -485418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -481637.187500 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -481637.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -482452.500000 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -482452.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -482670.687500 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -482670.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -482837.656250 Penalty: 4089.710449
	Iteration 3Q: 3 clusters Score -482837.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -483021.000000 Penalty: 4089.710449
	Iteration 4Q: 3 clusters Score -483021 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -483179.187500 Penalty: 4089.710449
	Iteration 5Q: 3 clusters Score -483179.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -483323.093750 Penalty: 4089.710449
	Iteration 6Q: 3 clusters Score -483323.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -483422.562500 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -483422.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -483498.843750 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -483498.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -483570.062500 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -483570.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -483640.687500 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -483640.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -483686.812500 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -483686.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -483729.500000 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -483729.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -483777.000000 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -483777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -483819.750000 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -483819.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -483851.812500 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -483851.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -483891.906250 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -483891.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -483917.750000 Penalty: 4089.710449
	Iteration 17Q: 3 clusters Score -483917.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -483935.656250 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -483935.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -483954.093750 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -483954.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -483969.343750 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -483969.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -483986.375000 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -483986.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -483997.031250 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -483997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -484004.500000 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -484004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -484009.812500 Penalty: 4089.710449
	Iteration 24Q: 3 clusters Score -484009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -484013.031250 Penalty: 4089.710449
	Iteration 25Q: 3 clusters Score -484013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -484018.875000 Penalty: 4089.710449
	Iteration 26Q: 3 clusters Score -484018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -484023.031250 Penalty: 4089.710449
	Iteration 27Q: 3 clusters Score -484023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -484026.500000 Penalty: 4089.710449
	Iteration 28Q: 3 clusters Score -484026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -484027.437500 Penalty: 4089.710449
	Iteration 29Q: 3 clusters Score -484027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -484028.656250 Penalty: 4089.710449
	Iteration 30Q: 3 clusters Score -484028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -484030.093750 Penalty: 4089.710449
	Iteration 31Q: 3 clusters Score -484030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -484029.625000 Penalty: 4089.710449
	Iteration 32Q: 3 clusters Score -484029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -484031.031250 Penalty: 4089.710449
	Iteration 33Q: 3 clusters Score -484031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -484032.187500 Penalty: 4089.710449
	Iteration 34Q: 3 clusters Score -484032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -484032.187500 Penalty: 4089.710449
	Iteration 35F: 3 clusters Score -484032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114542 members 
Entering Unmasked Estep 
Score: -15461573.000000 Penalty: 2888.876953
	Iteration 0F: 2 clusters Score -1.546157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -15385112.000000 Penalty: 5777.753906
	Iteration 0F: 3 clusters Score -1.538511e+07 nChanged 54361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -15415742.000000 Penalty: 5777.753906
	Iteration 1F: 3 clusters Score -1.541574e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -15416453.000000 Penalty: 5777.753906
	Iteration 2Q: 3 clusters Score -1.541645e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -15417592.000000 Penalty: 5777.753906
	Iteration 3Q: 3 clusters Score -1.541759e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -15418877.000000 Penalty: 5777.753906
	Iteration 4Q: 3 clusters Score -1.541888e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -15420635.000000 Penalty: 5777.753906
	Iteration 5Q: 3 clusters Score -1.542064e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -15423082.000000 Penalty: 5777.753906
	Iteration 6Q: 3 clusters Score -1.542308e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -15426733.000000 Penalty: 5777.753906
	Iteration 7F: 3 clusters Score -1.542673e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -15431789.000000 Penalty: 5777.753906
	Iteration 8F: 3 clusters Score -1.543179e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -15437269.000000 Penalty: 5777.753906
	Iteration 9F: 3 clusters Score -1.543727e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -15442351.000000 Penalty: 5777.753906
	Iteration 10F: 3 clusters Score -1.544235e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -15446359.000000 Penalty: 5777.753906
	Iteration 11Q: 3 clusters Score -1.544636e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -15449037.000000 Penalty: 5777.753906
	Iteration 12Q: 3 clusters Score -1.544904e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -15450835.000000 Penalty: 5777.753906
	Iteration 13Q: 3 clusters Score -1.545084e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -15452394.000000 Penalty: 5777.753906
	Iteration 14Q: 3 clusters Score -1.545239e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -15453785.000000 Penalty: 5777.753906
	Iteration 15Q: 3 clusters Score -1.545378e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -15455016.000000 Penalty: 5777.753906
	Iteration 16Q: 3 clusters Score -1.545502e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -15456077.000000 Penalty: 5777.753906
	Iteration 17Q: 3 clusters Score -1.545608e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110853 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -15456971.000000 Penalty: 5777.753906
	Iteration 18Q: 3 clusters Score -1.545697e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -15457666.000000 Penalty: 5777.753906
	Iteration 19Q: 3 clusters Score -1.545767e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15458058.000000 Penalty: 5777.753906
	Iteration 20F: 3 clusters Score -1.545806e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112926 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15458328.000000 Penalty: 5777.753906
	Iteration 21Q: 3 clusters Score -1.545833e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113233 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15458518.000000 Penalty: 5777.753906
	Iteration 22Q: 3 clusters Score -1.545852e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15458689.000000 Penalty: 5777.753906
	Iteration 23Q: 3 clusters Score -1.545869e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15458778.000000 Penalty: 5777.753906
	Iteration 24Q: 3 clusters Score -1.545878e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15458833.000000 Penalty: 5777.753906
	Iteration 25Q: 3 clusters Score -1.545883e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15458876.000000 Penalty: 5777.753906
	Iteration 26Q: 3 clusters Score -1.545888e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15458936.000000 Penalty: 5777.753906
	Iteration 27Q: 3 clusters Score -1.545894e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15458947.000000 Penalty: 5777.753906
	Iteration 28Q: 3 clusters Score -1.545895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15458981.000000 Penalty: 5777.753906
	Iteration 29Q: 3 clusters Score -1.545898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15458976.000000 Penalty: 5777.753906
	Iteration 30Q: 3 clusters Score -1.545898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15458993.000000 Penalty: 5777.753906
	Iteration 31Q: 3 clusters Score -1.545899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15458994.000000 Penalty: 5777.753906
	Iteration 32Q: 3 clusters Score -1.545899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15458990.000000 Penalty: 5777.753906
	Iteration 33Q: 3 clusters Score -1.545899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -15459007.000000 Penalty: 5777.753906
	Iteration 34Q: 3 clusters Score -1.545901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15459010.000000 Penalty: 5777.753906
	Iteration 35Q: 3 clusters Score -1.545901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15459006.000000 Penalty: 5777.753906
	Iteration 36Q: 3 clusters Score -1.545901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15459015.000000 Penalty: 5777.753906
	Iteration 37Q: 3 clusters Score -1.545902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15459017.000000 Penalty: 5777.753906
	Iteration 38Q: 3 clusters Score -1.545902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15459019.000000 Penalty: 5777.753906
	Iteration 39Q: 3 clusters Score -1.545902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15459027.000000 Penalty: 5777.753906
	Iteration 40F: 3 clusters Score -1.545903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15459021.000000 Penalty: 5777.753906
	Iteration 41Q: 3 clusters Score -1.545902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15459019.000000 Penalty: 5777.753906
	Iteration 42Q: 3 clusters Score -1.545902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15459028.000000 Penalty: 5777.753906
	Iteration 43Q: 3 clusters Score -1.545903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15459033.000000 Penalty: 5777.753906
	Iteration 44Q: 3 clusters Score -1.545903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15459033.000000 Penalty: 5777.753906
	Iteration 45Q: 3 clusters Score -1.545903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15459031.000000 Penalty: 5777.753906
	Iteration 46Q: 3 clusters Score -1.545903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15459031.000000 Penalty: 5777.753906
	Iteration 47F: 3 clusters Score -1.545903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64112.484375 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64112.48 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64419.789062 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64419.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64653.250000 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64653.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64870.035156 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64870.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64971.386719 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64971.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65008.320312 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -65008.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65020.851562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65020.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65028.292969 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65028.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65035.277344 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65035.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65040.726562 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65040.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65045.953125 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -65045.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65046.765625 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -65046.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65047.621094 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -65047.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65048.765625 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -65048.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65050.546875 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -65050.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65052.558594 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -65052.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65052.558594 Penalty: 3143.942627
	Iteration 16F: 3 clusters Score -65052.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39502.882812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39502.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38191.613281 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38191.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38400.808594 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38400.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38469.781250 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38469.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38474.187500 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38474.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38477.984375 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38477.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38477.984375 Penalty: 2904.115723
	Iteration 5F: 3 clusters Score -38477.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Entering Unmasked Estep 
Score: -2062150.000000 Penalty: 2407.528809
	Iteration 0F: 2 clusters Score -2062150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2050382.625000 Penalty: 4815.057617
	Iteration 0F: 3 clusters Score -2050383 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2054258.000000 Penalty: 4815.057617
	Iteration 1F: 3 clusters Score -2054258 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2054823.500000 Penalty: 4815.057617
	Iteration 2F: 3 clusters Score -2054824 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2055577.125000 Penalty: 4815.057617
	Iteration 3F: 3 clusters Score -2055577 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2056478.375000 Penalty: 4815.057617
	Iteration 4F: 3 clusters Score -2056478 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2057340.375000 Penalty: 4815.057617
	Iteration 5F: 3 clusters Score -2057340 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2058097.000000 Penalty: 4815.057617
	Iteration 6F: 3 clusters Score -2058097 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2058678.125000 Penalty: 4815.057617
	Iteration 7F: 3 clusters Score -2058678 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2059116.750000 Penalty: 4815.057617
	Iteration 8Q: 3 clusters Score -2059117 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2059420.250000 Penalty: 4815.057617
	Iteration 9Q: 3 clusters Score -2059420 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2059631.375000 Penalty: 4815.057617
	Iteration 10Q: 3 clusters Score -2059631 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2059797.375000 Penalty: 4815.057617
	Iteration 11Q: 3 clusters Score -2059797 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2059905.500000 Penalty: 4815.057617
	Iteration 12Q: 3 clusters Score -2059906 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2060010.000000 Penalty: 4815.057617
	Iteration 13Q: 3 clusters Score -2060010 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2060126.625000 Penalty: 4815.057617
	Iteration 14Q: 3 clusters Score -2060127 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2060245.125000 Penalty: 4815.057617
	Iteration 15Q: 3 clusters Score -2060245 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2060383.875000 Penalty: 4815.057617
	Iteration 16Q: 3 clusters Score -2060384 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2060528.375000 Penalty: 4815.057617
	Iteration 17Q: 3 clusters Score -2060528 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2060669.500000 Penalty: 4815.057617
	Iteration 18Q: 3 clusters Score -2060670 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2060783.500000 Penalty: 4815.057617
	Iteration 19Q: 3 clusters Score -2060784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2060906.875000 Penalty: 4815.057617
	Iteration 20F: 3 clusters Score -2060907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2061045.750000 Penalty: 4815.057617
	Iteration 21Q: 3 clusters Score -2061046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2061162.750000 Penalty: 4815.057617
	Iteration 22Q: 3 clusters Score -2061163 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2061264.875000 Penalty: 4815.057617
	Iteration 23Q: 3 clusters Score -2061265 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2061339.500000 Penalty: 4815.057617
	Iteration 24Q: 3 clusters Score -2061340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2061401.375000 Penalty: 4815.057617
	Iteration 25Q: 3 clusters Score -2061401 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2061447.750000 Penalty: 4815.057617
	Iteration 26Q: 3 clusters Score -2061448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2061491.875000 Penalty: 4815.057617
	Iteration 27Q: 3 clusters Score -2061492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2061517.000000 Penalty: 4815.057617
	Iteration 28Q: 3 clusters Score -2061517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2061535.875000 Penalty: 4815.057617
	Iteration 29Q: 3 clusters Score -2061536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2061547.750000 Penalty: 4815.057617
	Iteration 30Q: 3 clusters Score -2061548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2061564.625000 Penalty: 4815.057617
	Iteration 31Q: 3 clusters Score -2061565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2061578.875000 Penalty: 4815.057617
	Iteration 32Q: 3 clusters Score -2061579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2061593.125000 Penalty: 4815.057617
	Iteration 33Q: 3 clusters Score -2061593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2061600.750000 Penalty: 4815.057617
	Iteration 34Q: 3 clusters Score -2061601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2061608.750000 Penalty: 4815.057617
	Iteration 35Q: 3 clusters Score -2061609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2061619.750000 Penalty: 4815.057617
	Iteration 36Q: 3 clusters Score -2061620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2061625.000000 Penalty: 4815.057617
	Iteration 37Q: 3 clusters Score -2061625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2061634.875000 Penalty: 4815.057617
	Iteration 38Q: 3 clusters Score -2061635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2061638.750000 Penalty: 4815.057617
	Iteration 39Q: 3 clusters Score -2061639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2061641.375000 Penalty: 4815.057617
	Iteration 40F: 3 clusters Score -2061641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2061646.875000 Penalty: 4815.057617
	Iteration 41Q: 3 clusters Score -2061647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2061652.625000 Penalty: 4815.057617
	Iteration 42Q: 3 clusters Score -2061653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2061652.500000 Penalty: 4815.057617
	Iteration 43Q: 3 clusters Score -2061652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2061658.000000 Penalty: 4815.057617
	Iteration 44Q: 3 clusters Score -2061658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2061655.250000 Penalty: 4815.057617
	Iteration 45Q: 3 clusters Score -2061655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2061657.000000 Penalty: 4815.057617
	Iteration 46Q: 3 clusters Score -2061657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2061656.250000 Penalty: 4815.057617
	Iteration 47Q: 3 clusters Score -2061656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2061656.250000 Penalty: 4815.057617
	Iteration 48F: 3 clusters Score -2061656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Entering Unmasked Estep 
Score: -20795254.000000 Penalty: 2962.895508
	Iteration 0F: 2 clusters Score -2.079525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -20694268.000000 Penalty: 5925.791016
	Iteration 0F: 3 clusters Score -2.069427e+07 nChanged 73872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -20737020.000000 Penalty: 5925.791016
	Iteration 1F: 3 clusters Score -2.073702e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -20737870.000000 Penalty: 5925.791016
	Iteration 2Q: 3 clusters Score -2.073787e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -20739128.000000 Penalty: 5925.791016
	Iteration 3Q: 3 clusters Score -2.073913e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -20740804.000000 Penalty: 5925.791016
	Iteration 4Q: 3 clusters Score -2.07408e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -20743882.000000 Penalty: 5925.791016
	Iteration 5Q: 3 clusters Score -2.074388e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -20749242.000000 Penalty: 5925.791016
	Iteration 6F: 3 clusters Score -2.074924e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -20758676.000000 Penalty: 5925.791016
	Iteration 7F: 3 clusters Score -2.075868e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -20771516.000000 Penalty: 5925.791016
	Iteration 8F: 3 clusters Score -2.077152e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -20783156.000000 Penalty: 5925.791016
	Iteration 9F: 3 clusters Score -2.078316e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 149937 members 
Entering Unmasked Estep 
Score: -20789366.000000 Penalty: 5925.791016
	Iteration 10Q: 3 clusters Score -2.078937e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -20791542.000000 Penalty: 5925.791016
	Iteration 11Q: 3 clusters Score -2.079154e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -20792220.000000 Penalty: 5925.791016
	Iteration 12Q: 3 clusters Score -2.079222e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -20792426.000000 Penalty: 5925.791016
	Iteration 13Q: 3 clusters Score -2.079243e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154121 members 
Entering Unmasked Estep 
Score: -20792552.000000 Penalty: 5925.791016
	Iteration 14Q: 3 clusters Score -2.079255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -20792584.000000 Penalty: 5925.791016
	Iteration 15Q: 3 clusters Score -2.079258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -20792600.000000 Penalty: 5925.791016
	Iteration 16Q: 3 clusters Score -2.07926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 154155 members 
Entering Unmasked Estep 
Score: -20792604.000000 Penalty: 5925.791016
	Iteration 17Q: 3 clusters Score -2.07926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -20792608.000000 Penalty: 5925.791016
	Iteration 18Q: 3 clusters Score -2.079261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -20792618.000000 Penalty: 5925.791016
	Iteration 19Q: 3 clusters Score -2.079262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -20792618.000000 Penalty: 5925.791016
	Iteration 20F: 3 clusters Score -2.079262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (183888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183888 members 
Entering Unmasked Estep 
Score: -24841116.000000 Penalty: 3006.276367
	Iteration 0F: 2 clusters Score -2.484112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -24730070.000000 Penalty: 6012.552734
	Iteration 0F: 3 clusters Score -2.473007e+07 nChanged 87930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -24780562.000000 Penalty: 6012.552734
	Iteration 1F: 3 clusters Score -2.478056e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -24781598.000000 Penalty: 6012.552734
	Iteration 2Q: 3 clusters Score -2.47816e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -24782680.000000 Penalty: 6012.552734
	Iteration 3Q: 3 clusters Score -2.478268e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -24784200.000000 Penalty: 6012.552734
	Iteration 4Q: 3 clusters Score -2.47842e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -24786274.000000 Penalty: 6012.552734
	Iteration 5Q: 3 clusters Score -2.478627e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -24789514.000000 Penalty: 6012.552734
	Iteration 6Q: 3 clusters Score -2.478951e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -24793466.000000 Penalty: 6012.552734
	Iteration 7Q: 3 clusters Score -2.479347e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -24799208.000000 Penalty: 6012.552734
	Iteration 8F: 3 clusters Score -2.479921e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -24806428.000000 Penalty: 6012.552734
	Iteration 9F: 3 clusters Score -2.480643e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -24813926.000000 Penalty: 6012.552734
	Iteration 10F: 3 clusters Score -2.481393e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -24820148.000000 Penalty: 6012.552734
	Iteration 11F: 3 clusters Score -2.482015e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -24824462.000000 Penalty: 6012.552734
	Iteration 12Q: 3 clusters Score -2.482446e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -24826832.000000 Penalty: 6012.552734
	Iteration 13Q: 3 clusters Score -2.482683e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138166 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -24828458.000000 Penalty: 6012.552734
	Iteration 14Q: 3 clusters Score -2.482846e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -24829800.000000 Penalty: 6012.552734
	Iteration 15Q: 3 clusters Score -2.48298e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -24831080.000000 Penalty: 6012.552734
	Iteration 16Q: 3 clusters Score -2.483108e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -24832404.000000 Penalty: 6012.552734
	Iteration 17Q: 3 clusters Score -2.48324e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -24833750.000000 Penalty: 6012.552734
	Iteration 18Q: 3 clusters Score -2.483375e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -24834910.000000 Penalty: 6012.552734
	Iteration 19Q: 3 clusters Score -2.483491e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -24835978.000000 Penalty: 6012.552734
	Iteration 20F: 3 clusters Score -2.483598e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -24836682.000000 Penalty: 6012.552734
	Iteration 21Q: 3 clusters Score -2.483668e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -24837550.000000 Penalty: 6012.552734
	Iteration 22Q: 3 clusters Score -2.483755e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164580 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -24838260.000000 Penalty: 6012.552734
	Iteration 23Q: 3 clusters Score -2.483826e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -24838648.000000 Penalty: 6012.552734
	Iteration 24Q: 3 clusters Score -2.483865e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -24839180.000000 Penalty: 6012.552734
	Iteration 25Q: 3 clusters Score -2.483918e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170702 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -24839550.000000 Penalty: 6012.552734
	Iteration 26Q: 3 clusters Score -2.483955e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172440 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -24839922.000000 Penalty: 6012.552734
	Iteration 27Q: 3 clusters Score -2.483992e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174010 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -24840124.000000 Penalty: 6012.552734
	Iteration 28Q: 3 clusters Score -2.484012e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175409 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -24840314.000000 Penalty: 6012.552734
	Iteration 29Q: 3 clusters Score -2.484031e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -24840540.000000 Penalty: 6012.552734
	Iteration 30Q: 3 clusters Score -2.484054e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -24840516.000000 Penalty: 6012.552734
	Iteration 31Q: 3 clusters Score -2.484052e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -24840510.000000 Penalty: 6012.552734
	Iteration 32Q: 3 clusters Score -2.484051e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179183 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -24840576.000000 Penalty: 6012.552734
	Iteration 33Q: 3 clusters Score -2.484058e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -24840548.000000 Penalty: 6012.552734
	Iteration 34Q: 3 clusters Score -2.484055e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180224 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -24840546.000000 Penalty: 6012.552734
	Iteration 35Q: 3 clusters Score -2.484055e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -24840462.000000 Penalty: 6012.552734
	Iteration 36Q: 3 clusters Score -2.484046e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180898 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -24840500.000000 Penalty: 6012.552734
	Iteration 37Q: 3 clusters Score -2.48405e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181157 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -24840506.000000 Penalty: 6012.552734
	Iteration 38Q: 3 clusters Score -2.484051e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181351 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24840450.000000 Penalty: 6012.552734
	Iteration 39Q: 3 clusters Score -2.484045e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181495 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -24840452.000000 Penalty: 6012.552734
	Iteration 40F: 3 clusters Score -2.484045e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24840370.000000 Penalty: 6012.552734
	Iteration 41Q: 3 clusters Score -2.484037e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181714 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -24840328.000000 Penalty: 6012.552734
	Iteration 42Q: 3 clusters Score -2.484033e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24840278.000000 Penalty: 6012.552734
	Iteration 43Q: 3 clusters Score -2.484028e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -24840272.000000 Penalty: 6012.552734
	Iteration 44Q: 3 clusters Score -2.484027e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -24840222.000000 Penalty: 6012.552734
	Iteration 45Q: 3 clusters Score -2.484022e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182028 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -24840186.000000 Penalty: 6012.552734
	Iteration 46Q: 3 clusters Score -2.484019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182081 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24840184.000000 Penalty: 6012.552734
	Iteration 47Q: 3 clusters Score -2.484018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182127 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -24840170.000000 Penalty: 6012.552734
	Iteration 48Q: 3 clusters Score -2.484017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -24840172.000000 Penalty: 6012.552734
	Iteration 49Q: 3 clusters Score -2.484017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182181 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24840168.000000 Penalty: 6012.552734
	Iteration 50Q: 3 clusters Score -2.484017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -24840150.000000 Penalty: 6012.552734
	Iteration 51Q: 3 clusters Score -2.484015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182231 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -24840128.000000 Penalty: 6012.552734
	Iteration 52Q: 3 clusters Score -2.484013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -24840102.000000 Penalty: 6012.552734
	Iteration 53Q: 3 clusters Score -2.48401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182268 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24840098.000000 Penalty: 6012.552734
	Iteration 54Q: 3 clusters Score -2.48401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24840126.000000 Penalty: 6012.552734
	Iteration 55Q: 3 clusters Score -2.484013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -24840116.000000 Penalty: 6012.552734
	Iteration 56Q: 3 clusters Score -2.484012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182303 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24840090.000000 Penalty: 6012.552734
	Iteration 57Q: 3 clusters Score -2.484009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182306 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24840100.000000 Penalty: 6012.552734
	Iteration 58Q: 3 clusters Score -2.48401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182307 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24840088.000000 Penalty: 6012.552734
	Iteration 59Q: 3 clusters Score -2.484009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182307 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24840088.000000 Penalty: 6012.552734
	Iteration 60F: 3 clusters Score -2.484009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Entering Unmasked Estep 
Score: -5359099.000000 Penalty: 2624.826904
	Iteration 0F: 2 clusters Score -5359099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5332286.000000 Penalty: 5249.653809
	Iteration 0F: 3 clusters Score -5332286 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5342113.000000 Penalty: 5249.653809
	Iteration 1F: 3 clusters Score -5342113 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5342602.500000 Penalty: 5249.653809
	Iteration 2Q: 3 clusters Score -5342602 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -5343017.000000 Penalty: 5249.653809
	Iteration 3Q: 3 clusters Score -5343017 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -5343416.000000 Penalty: 5249.653809
	Iteration 4Q: 3 clusters Score -5343416 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5343784.000000 Penalty: 5249.653809
	Iteration 5Q: 3 clusters Score -5343784 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -5344175.500000 Penalty: 5249.653809
	Iteration 6Q: 3 clusters Score -5344176 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5344653.000000 Penalty: 5249.653809
	Iteration 7Q: 3 clusters Score -5344653 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5345414.000000 Penalty: 5249.653809
	Iteration 8Q: 3 clusters Score -5345414 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -5346573.000000 Penalty: 5249.653809
	Iteration 9F: 3 clusters Score -5346573 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5348317.500000 Penalty: 5249.653809
	Iteration 10F: 3 clusters Score -5348318 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -5350650.500000 Penalty: 5249.653809
	Iteration 11F: 3 clusters Score -5350650 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5353222.000000 Penalty: 5249.653809
	Iteration 12F: 3 clusters Score -5353222 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -5355057.500000 Penalty: 5249.653809
	Iteration 13Q: 3 clusters Score -5355058 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5356157.000000 Penalty: 5249.653809
	Iteration 14Q: 3 clusters Score -5356157 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5356709.500000 Penalty: 5249.653809
	Iteration 15Q: 3 clusters Score -5356710 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5356970.000000 Penalty: 5249.653809
	Iteration 16Q: 3 clusters Score -5356970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5357118.000000 Penalty: 5249.653809
	Iteration 17Q: 3 clusters Score -5357118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5357226.000000 Penalty: 5249.653809
	Iteration 18Q: 3 clusters Score -5357226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5357283.500000 Penalty: 5249.653809
	Iteration 19Q: 3 clusters Score -5357284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5357342.000000 Penalty: 5249.653809
	Iteration 20F: 3 clusters Score -5357342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5357368.000000 Penalty: 5249.653809
	Iteration 21Q: 3 clusters Score -5357368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5357398.000000 Penalty: 5249.653809
	Iteration 22Q: 3 clusters Score -5357398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5357427.500000 Penalty: 5249.653809
	Iteration 23Q: 3 clusters Score -5357428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5357444.500000 Penalty: 5249.653809
	Iteration 24Q: 3 clusters Score -5357444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5357457.500000 Penalty: 5249.653809
	Iteration 25Q: 3 clusters Score -5357458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5357476.500000 Penalty: 5249.653809
	Iteration 26Q: 3 clusters Score -5357476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5357496.500000 Penalty: 5249.653809
	Iteration 27Q: 3 clusters Score -5357496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5357511.000000 Penalty: 5249.653809
	Iteration 28Q: 3 clusters Score -5357511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5357536.500000 Penalty: 5249.653809
	Iteration 29Q: 3 clusters Score -5357536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5357547.000000 Penalty: 5249.653809
	Iteration 30Q: 3 clusters Score -5357547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -5357576.500000 Penalty: 5249.653809
	Iteration 31Q: 3 clusters Score -5357576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5357587.000000 Penalty: 5249.653809
	Iteration 32Q: 3 clusters Score -5357587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5357597.500000 Penalty: 5249.653809
	Iteration 33Q: 3 clusters Score -5357598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5357605.500000 Penalty: 5249.653809
	Iteration 34Q: 3 clusters Score -5357606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5357611.500000 Penalty: 5249.653809
	Iteration 35Q: 3 clusters Score -5357612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5357615.000000 Penalty: 5249.653809
	Iteration 36Q: 3 clusters Score -5357615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5357625.000000 Penalty: 5249.653809
	Iteration 37Q: 3 clusters Score -5357625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5357629.500000 Penalty: 5249.653809
	Iteration 38Q: 3 clusters Score -5357630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5357630.500000 Penalty: 5249.653809
	Iteration 39Q: 3 clusters Score -5357630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5357640.000000 Penalty: 5249.653809
	Iteration 40F: 3 clusters Score -5357640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5357648.000000 Penalty: 5249.653809
	Iteration 41Q: 3 clusters Score -5357648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5357654.500000 Penalty: 5249.653809
	Iteration 42Q: 3 clusters Score -5357654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5357652.500000 Penalty: 5249.653809
	Iteration 43Q: 3 clusters Score -5357652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5357655.000000 Penalty: 5249.653809
	Iteration 44Q: 3 clusters Score -5357655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5357661.000000 Penalty: 5249.653809
	Iteration 45Q: 3 clusters Score -5357661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5357660.000000 Penalty: 5249.653809
	Iteration 46Q: 3 clusters Score -5357660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5357662.500000 Penalty: 5249.653809
	Iteration 47Q: 3 clusters Score -5357662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5357662.000000 Penalty: 5249.653809
	Iteration 48Q: 3 clusters Score -5357662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5357669.000000 Penalty: 5249.653809
	Iteration 49Q: 3 clusters Score -5357669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5357677.000000 Penalty: 5249.653809
	Iteration 50Q: 3 clusters Score -5357677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5357683.500000 Penalty: 5249.653809
	Iteration 51Q: 3 clusters Score -5357684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5357678.500000 Penalty: 5249.653809
	Iteration 52Q: 3 clusters Score -5357678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5357680.500000 Penalty: 5249.653809
	Iteration 53Q: 3 clusters Score -5357680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5357680.000000 Penalty: 5249.653809
	Iteration 54Q: 3 clusters Score -5357680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5357678.500000 Penalty: 5249.653809
	Iteration 55Q: 3 clusters Score -5357678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5357680.500000 Penalty: 5249.653809
	Iteration 56Q: 3 clusters Score -5357680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5357682.500000 Penalty: 5249.653809
	Iteration 57Q: 3 clusters Score -5357682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5357685.500000 Penalty: 5249.653809
	Iteration 58Q: 3 clusters Score -5357686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5357695.500000 Penalty: 5249.653809
	Iteration 59Q: 3 clusters Score -5357696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -5357694.500000 Penalty: 5249.653809
	Iteration 60F: 3 clusters Score -5357694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5357695.500000 Penalty: 5249.653809
	Iteration 61Q: 3 clusters Score -5357696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5357695.000000 Penalty: 5249.653809
	Iteration 62Q: 3 clusters Score -5357695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5357695.000000 Penalty: 5249.653809
	Iteration 63F: 3 clusters Score -5357695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (172943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Entering Unmasked Estep 
Score: -23317844.000000 Penalty: 2991.057861
	Iteration 0F: 2 clusters Score -2.331784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -23204382.000000 Penalty: 5982.115723
	Iteration 0F: 3 clusters Score -2.320438e+07 nChanged 82991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -23252720.000000 Penalty: 5982.115723
	Iteration 1F: 3 clusters Score -2.325272e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -23253692.000000 Penalty: 5982.115723
	Iteration 2Q: 3 clusters Score -2.325369e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -23255050.000000 Penalty: 5982.115723
	Iteration 3Q: 3 clusters Score -2.325505e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -23257114.000000 Penalty: 5982.115723
	Iteration 4Q: 3 clusters Score -2.325711e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -23260920.000000 Penalty: 5982.115723
	Iteration 5Q: 3 clusters Score -2.326092e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -23268412.000000 Penalty: 5982.115723
	Iteration 6F: 3 clusters Score -2.326841e+07 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -23279948.000000 Penalty: 5982.115723
	Iteration 7F: 3 clusters Score -2.327995e+07 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -23294112.000000 Penalty: 5982.115723
	Iteration 8F: 3 clusters Score -2.329411e+07 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -23305844.000000 Penalty: 5982.115723
	Iteration 9F: 3 clusters Score -2.330584e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -23311966.000000 Penalty: 5982.115723
	Iteration 10Q: 3 clusters Score -2.331197e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23314236.000000 Penalty: 5982.115723
	Iteration 11Q: 3 clusters Score -2.331424e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23314802.000000 Penalty: 5982.115723
	Iteration 12Q: 3 clusters Score -2.33148e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -23314988.000000 Penalty: 5982.115723
	Iteration 13Q: 3 clusters Score -2.331499e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23315108.000000 Penalty: 5982.115723
	Iteration 14Q: 3 clusters Score -2.331511e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172609 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23315170.000000 Penalty: 5982.115723
	Iteration 15Q: 3 clusters Score -2.331517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172632 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23315200.000000 Penalty: 5982.115723
	Iteration 16Q: 3 clusters Score -2.33152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23315214.000000 Penalty: 5982.115723
	Iteration 17Q: 3 clusters Score -2.331521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23315240.000000 Penalty: 5982.115723
	Iteration 18Q: 3 clusters Score -2.331524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23315248.000000 Penalty: 5982.115723
	Iteration 19Q: 3 clusters Score -2.331525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23315280.000000 Penalty: 5982.115723
	Iteration 20F: 3 clusters Score -2.331528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23315276.000000 Penalty: 5982.115723
	Iteration 21Q: 3 clusters Score -2.331528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172662 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23315280.000000 Penalty: 5982.115723
	Iteration 22Q: 3 clusters Score -2.331528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23315284.000000 Penalty: 5982.115723
	Iteration 23Q: 3 clusters Score -2.331528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23315278.000000 Penalty: 5982.115723
	Iteration 24Q: 3 clusters Score -2.331528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23315286.000000 Penalty: 5982.115723
	Iteration 25Q: 3 clusters Score -2.331529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23315288.000000 Penalty: 5982.115723
	Iteration 26Q: 3 clusters Score -2.331529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23315294.000000 Penalty: 5982.115723
	Iteration 27Q: 3 clusters Score -2.331529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172662 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23315292.000000 Penalty: 5982.115723
	Iteration 28Q: 3 clusters Score -2.331529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23315292.000000 Penalty: 5982.115723
	Iteration 29Q: 3 clusters Score -2.331529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23315292.000000 Penalty: 5982.115723
	Iteration 30F: 3 clusters Score -2.331529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -28023.089844 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -28023.09 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 129 members 
Entering Unmasked Estep 
Score: -26820.203125 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -26820.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27004.638672 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -27004.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27049.376953 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -27049.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27086.480469 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -27086.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27116.910156 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -27116.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27146.603516 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -27146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27174.210938 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -27174.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27208.191406 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -27208.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27228.646484 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -27228.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27235.433594 Penalty: 2765.670898
	Iteration 9Q: 3 clusters Score -27235.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27238.544922 Penalty: 2765.670898
	Iteration 10Q: 3 clusters Score -27238.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27238.544922 Penalty: 2765.670898
	Iteration 11F: 3 clusters Score -27238.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -337384.531250 Penalty: 1943.909058
	Iteration 0F: 2 clusters Score -337384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -334441.843750 Penalty: 3887.818115
	Iteration 0F: 3 clusters Score -334441.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -334982.437500 Penalty: 3887.818115
	Iteration 1F: 3 clusters Score -334982.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -335107.187500 Penalty: 3887.818115
	Iteration 2F: 3 clusters Score -335107.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -335176.812500 Penalty: 3887.818115
	Iteration 3Q: 3 clusters Score -335176.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -335229.187500 Penalty: 3887.818115
	Iteration 4Q: 3 clusters Score -335229.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -335274.000000 Penalty: 3887.818115
	Iteration 5Q: 3 clusters Score -335274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -335303.187500 Penalty: 3887.818115
	Iteration 6Q: 3 clusters Score -335303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -335328.406250 Penalty: 3887.818115
	Iteration 7Q: 3 clusters Score -335328.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -335357.156250 Penalty: 3887.818115
	Iteration 8Q: 3 clusters Score -335357.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -335378.906250 Penalty: 3887.818115
	Iteration 9Q: 3 clusters Score -335378.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -335398.812500 Penalty: 3887.818115
	Iteration 10Q: 3 clusters Score -335398.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -335414.718750 Penalty: 3887.818115
	Iteration 11Q: 3 clusters Score -335414.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -335437.500000 Penalty: 3887.818115
	Iteration 12Q: 3 clusters Score -335437.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -335460.812500 Penalty: 3887.818115
	Iteration 13Q: 3 clusters Score -335460.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335483.312500 Penalty: 3887.818115
	Iteration 14Q: 3 clusters Score -335483.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -335506.406250 Penalty: 3887.818115
	Iteration 15Q: 3 clusters Score -335506.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -335527.968750 Penalty: 3887.818115
	Iteration 16Q: 3 clusters Score -335528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -335544.156250 Penalty: 3887.818115
	Iteration 17Q: 3 clusters Score -335544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -335563.875000 Penalty: 3887.818115
	Iteration 18Q: 3 clusters Score -335563.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -335577.000000 Penalty: 3887.818115
	Iteration 19Q: 3 clusters Score -335577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -335591.968750 Penalty: 3887.818115
	Iteration 20F: 3 clusters Score -335592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -335607.218750 Penalty: 3887.818115
	Iteration 21Q: 3 clusters Score -335607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -335621.656250 Penalty: 3887.818115
	Iteration 22Q: 3 clusters Score -335621.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -335638.156250 Penalty: 3887.818115
	Iteration 23Q: 3 clusters Score -335638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -335647.156250 Penalty: 3887.818115
	Iteration 24Q: 3 clusters Score -335647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -335653.437500 Penalty: 3887.818115
	Iteration 25Q: 3 clusters Score -335653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -335658.031250 Penalty: 3887.818115
	Iteration 26Q: 3 clusters Score -335658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -335664.093750 Penalty: 3887.818115
	Iteration 27Q: 3 clusters Score -335664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -335669.937500 Penalty: 3887.818115
	Iteration 28Q: 3 clusters Score -335669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -335675.093750 Penalty: 3887.818115
	Iteration 29Q: 3 clusters Score -335675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -335680.218750 Penalty: 3887.818115
	Iteration 30Q: 3 clusters Score -335680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -335685.125000 Penalty: 3887.818115
	Iteration 31Q: 3 clusters Score -335685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -335690.000000 Penalty: 3887.818115
	Iteration 32Q: 3 clusters Score -335690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -335692.593750 Penalty: 3887.818115
	Iteration 33Q: 3 clusters Score -335692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -335693.406250 Penalty: 3887.818115
	Iteration 34Q: 3 clusters Score -335693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -335695.718750 Penalty: 3887.818115
	Iteration 35Q: 3 clusters Score -335695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -335696.218750 Penalty: 3887.818115
	Iteration 36Q: 3 clusters Score -335696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -335698.406250 Penalty: 3887.818115
	Iteration 37Q: 3 clusters Score -335698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -335700.781250 Penalty: 3887.818115
	Iteration 38Q: 3 clusters Score -335700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -335701.031250 Penalty: 3887.818115
	Iteration 39Q: 3 clusters Score -335701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -335702.687500 Penalty: 3887.818115
	Iteration 40F: 3 clusters Score -335702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -335702.593750 Penalty: 3887.818115
	Iteration 41Q: 3 clusters Score -335702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -335702.593750 Penalty: 3887.818115
	Iteration 42F: 3 clusters Score -335702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -180849.609375 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -180849.6 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 763 members 
Entering Unmasked Estep 
Score: -178602.734375 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -178602.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179147.625000 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -179147.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179542.171875 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -179542.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -179970.062500 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -179970.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180493.906250 Penalty: 3612.930908
	Iteration 4F: 3 clusters Score -180493.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181045.359375 Penalty: 3612.930908
	Iteration 5F: 3 clusters Score -181045.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -181368.437500 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -181368.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -181438.625000 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -181438.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181471.546875 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -181471.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181496.906250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -181496.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181520.468750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -181520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -181540.828125 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -181540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181596.187500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -181596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181661.812500 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -181661.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -181726.421875 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -181726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -181747.765625 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -181747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181749.937500 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -181749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181753.968750 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -181754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -181758.234375 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -181758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181759.515625 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -181759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181759.515625 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -181759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 114542 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 154378 members 
Mstep: Class 9 contains 183888 members 
Mstep: Class 10 contains 39497 members 
Mstep: Class 11 contains 172943 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 152662 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 166409 members 
Mstep: Class 20 contains 203418 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 55177 members 
Entering Unmasked Estep 
Score: -180344304.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180345120.000000 to -180344304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (152662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Entering Unmasked Estep 
Score: -20408044.000000 Penalty: 2960.123535
	Iteration 0F: 2 clusters Score -2.040804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -20307924.000000 Penalty: 5920.247070
	Iteration 0F: 3 clusters Score -2.030792e+07 nChanged 72982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -20350204.000000 Penalty: 5920.247070
	Iteration 1F: 3 clusters Score -2.03502e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -20351434.000000 Penalty: 5920.247070
	Iteration 2Q: 3 clusters Score -2.035143e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -20353260.000000 Penalty: 5920.247070
	Iteration 3Q: 3 clusters Score -2.035326e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -20355784.000000 Penalty: 5920.247070
	Iteration 4Q: 3 clusters Score -2.035578e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -20359976.000000 Penalty: 5920.247070
	Iteration 5Q: 3 clusters Score -2.035998e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -20365576.000000 Penalty: 5920.247070
	Iteration 6F: 3 clusters Score -2.036558e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -20372256.000000 Penalty: 5920.247070
	Iteration 7F: 3 clusters Score -2.037226e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -20378606.000000 Penalty: 5920.247070
	Iteration 8F: 3 clusters Score -2.037861e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -20384226.000000 Penalty: 5920.247070
	Iteration 9F: 3 clusters Score -2.038423e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -20388688.000000 Penalty: 5920.247070
	Iteration 10Q: 3 clusters Score -2.038869e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -20392404.000000 Penalty: 5920.247070
	Iteration 11Q: 3 clusters Score -2.03924e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -20395184.000000 Penalty: 5920.247070
	Iteration 12Q: 3 clusters Score -2.039518e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -20397562.000000 Penalty: 5920.247070
	Iteration 13Q: 3 clusters Score -2.039756e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135929 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -20399466.000000 Penalty: 5920.247070
	Iteration 14Q: 3 clusters Score -2.039947e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139397 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -20401076.000000 Penalty: 5920.247070
	Iteration 15Q: 3 clusters Score -2.040108e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142239 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -20402132.000000 Penalty: 5920.247070
	Iteration 16Q: 3 clusters Score -2.040213e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144513 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -20403188.000000 Penalty: 5920.247070
	Iteration 17Q: 3 clusters Score -2.040319e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146330 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -20403996.000000 Penalty: 5920.247070
	Iteration 18Q: 3 clusters Score -2.0404e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147624 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -20404404.000000 Penalty: 5920.247070
	Iteration 19Q: 3 clusters Score -2.04044e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -20404736.000000 Penalty: 5920.247070
	Iteration 20F: 3 clusters Score -2.040474e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20404940.000000 Penalty: 5920.247070
	Iteration 21Q: 3 clusters Score -2.040494e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -20405180.000000 Penalty: 5920.247070
	Iteration 22Q: 3 clusters Score -2.040518e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -20405274.000000 Penalty: 5920.247070
	Iteration 23Q: 3 clusters Score -2.040527e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20405394.000000 Penalty: 5920.247070
	Iteration 24Q: 3 clusters Score -2.040539e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20405472.000000 Penalty: 5920.247070
	Iteration 25Q: 3 clusters Score -2.040547e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20405500.000000 Penalty: 5920.247070
	Iteration 26Q: 3 clusters Score -2.04055e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20405564.000000 Penalty: 5920.247070
	Iteration 27Q: 3 clusters Score -2.040556e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -20405624.000000 Penalty: 5920.247070
	Iteration 28Q: 3 clusters Score -2.040562e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151025 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20405682.000000 Penalty: 5920.247070
	Iteration 29Q: 3 clusters Score -2.040568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20405700.000000 Penalty: 5920.247070
	Iteration 30Q: 3 clusters Score -2.04057e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -20405698.000000 Penalty: 5920.247070
	Iteration 31Q: 3 clusters Score -2.04057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151140 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20405716.000000 Penalty: 5920.247070
	Iteration 32Q: 3 clusters Score -2.040572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20405704.000000 Penalty: 5920.247070
	Iteration 33Q: 3 clusters Score -2.04057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20405734.000000 Penalty: 5920.247070
	Iteration 34Q: 3 clusters Score -2.040573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20405706.000000 Penalty: 5920.247070
	Iteration 35Q: 3 clusters Score -2.040571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -20405726.000000 Penalty: 5920.247070
	Iteration 36Q: 3 clusters Score -2.040573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20405718.000000 Penalty: 5920.247070
	Iteration 37Q: 3 clusters Score -2.040572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151256 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20405706.000000 Penalty: 5920.247070
	Iteration 38Q: 3 clusters Score -2.040571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20405714.000000 Penalty: 5920.247070
	Iteration 39Q: 3 clusters Score -2.040571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20405740.000000 Penalty: 5920.247070
	Iteration 40F: 3 clusters Score -2.040574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20405742.000000 Penalty: 5920.247070
	Iteration 41Q: 3 clusters Score -2.040574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20405744.000000 Penalty: 5920.247070
	Iteration 42Q: 3 clusters Score -2.040574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20405734.000000 Penalty: 5920.247070
	Iteration 43Q: 3 clusters Score -2.040573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20405726.000000 Penalty: 5920.247070
	Iteration 44Q: 3 clusters Score -2.040573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20405738.000000 Penalty: 5920.247070
	Iteration 45Q: 3 clusters Score -2.040574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20405750.000000 Penalty: 5920.247070
	Iteration 46Q: 3 clusters Score -2.040575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20405740.000000 Penalty: 5920.247070
	Iteration 47Q: 3 clusters Score -2.040574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20405748.000000 Penalty: 5920.247070
	Iteration 48Q: 3 clusters Score -2.040575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151333 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20405754.000000 Penalty: 5920.247070
	Iteration 49Q: 3 clusters Score -2.040575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20405764.000000 Penalty: 5920.247070
	Iteration 50Q: 3 clusters Score -2.040576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20405772.000000 Penalty: 5920.247070
	Iteration 51Q: 3 clusters Score -2.040577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20405746.000000 Penalty: 5920.247070
	Iteration 52Q: 3 clusters Score -2.040575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20405750.000000 Penalty: 5920.247070
	Iteration 53Q: 3 clusters Score -2.040575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20405726.000000 Penalty: 5920.247070
	Iteration 54Q: 3 clusters Score -2.040573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20405738.000000 Penalty: 5920.247070
	Iteration 55Q: 3 clusters Score -2.040574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20405740.000000 Penalty: 5920.247070
	Iteration 56Q: 3 clusters Score -2.040574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20405754.000000 Penalty: 5920.247070
	Iteration 57Q: 3 clusters Score -2.040575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20405762.000000 Penalty: 5920.247070
	Iteration 58Q: 3 clusters Score -2.040576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20405760.000000 Penalty: 5920.247070
	Iteration 59Q: 3 clusters Score -2.040576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20405762.000000 Penalty: 5920.247070
	Iteration 60F: 3 clusters Score -2.040576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20405766.000000 Penalty: 5920.247070
	Iteration 61Q: 3 clusters Score -2.040577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20405770.000000 Penalty: 5920.247070
	Iteration 62Q: 3 clusters Score -2.040577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -20405774.000000 Penalty: 5920.247070
	Iteration 63Q: 3 clusters Score -2.040577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20405784.000000 Penalty: 5920.247070
	Iteration 64Q: 3 clusters Score -2.040578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20405790.000000 Penalty: 5920.247070
	Iteration 65Q: 3 clusters Score -2.040579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20405784.000000 Penalty: 5920.247070
	Iteration 66Q: 3 clusters Score -2.040578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20405784.000000 Penalty: 5920.247070
	Iteration 67F: 3 clusters Score -2.040578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92086.234375 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92086.23 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92348.820312 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92348.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92452.820312 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92452.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92534.812500 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92534.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92617.078125 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92617.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92682.031250 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92682.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92740.460938 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92740.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92781.789062 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92781.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92795.679688 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92795.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92802.093750 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92802.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92804.445312 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -92804.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92810.585938 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -92810.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92813.851562 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -92813.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92819.585938 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -92819.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92821.789062 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -92821.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92821.789062 Penalty: 3304.913818
	Iteration 15F: 3 clusters Score -92821.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -360979.468750 Penalty: 1971.287109
	Iteration 0F: 2 clusters Score -360979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -357822.718750 Penalty: 3942.574219
	Iteration 0F: 3 clusters Score -357822.7 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -358450.750000 Penalty: 3942.574219
	Iteration 1F: 3 clusters Score -358450.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -358606.500000 Penalty: 3942.574219
	Iteration 2F: 3 clusters Score -358606.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -358694.125000 Penalty: 3942.574219
	Iteration 3Q: 3 clusters Score -358694.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -358758.750000 Penalty: 3942.574219
	Iteration 4Q: 3 clusters Score -358758.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -358810.968750 Penalty: 3942.574219
	Iteration 5Q: 3 clusters Score -358811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -358855.125000 Penalty: 3942.574219
	Iteration 6Q: 3 clusters Score -358855.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -358882.375000 Penalty: 3942.574219
	Iteration 7Q: 3 clusters Score -358882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -358896.343750 Penalty: 3942.574219
	Iteration 8Q: 3 clusters Score -358896.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -358902.437500 Penalty: 3942.574219
	Iteration 9Q: 3 clusters Score -358902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -358909.468750 Penalty: 3942.574219
	Iteration 10Q: 3 clusters Score -358909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -358918.531250 Penalty: 3942.574219
	Iteration 11Q: 3 clusters Score -358918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -358920.843750 Penalty: 3942.574219
	Iteration 12Q: 3 clusters Score -358920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -358922.000000 Penalty: 3942.574219
	Iteration 13Q: 3 clusters Score -358922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -358925.531250 Penalty: 3942.574219
	Iteration 14Q: 3 clusters Score -358925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -358929.406250 Penalty: 3942.574219
	Iteration 15Q: 3 clusters Score -358929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -358930.375000 Penalty: 3942.574219
	Iteration 16Q: 3 clusters Score -358930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -358930.593750 Penalty: 3942.574219
	Iteration 17Q: 3 clusters Score -358930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -358932.500000 Penalty: 3942.574219
	Iteration 18Q: 3 clusters Score -358932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -358932.812500 Penalty: 3942.574219
	Iteration 19Q: 3 clusters Score -358932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -358932.812500 Penalty: 3942.574219
	Iteration 20F: 3 clusters Score -358932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Entering Unmasked Estep 
Score: -4381231.500000 Penalty: 2575.231445
	Iteration 0F: 2 clusters Score -4381232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4359252.000000 Penalty: 5150.462891
	Iteration 0F: 3 clusters Score -4359252 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4367457.000000 Penalty: 5150.462891
	Iteration 1F: 3 clusters Score -4367457 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4368014.500000 Penalty: 5150.462891
	Iteration 2Q: 3 clusters Score -4368014 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4368570.000000 Penalty: 5150.462891
	Iteration 3Q: 3 clusters Score -4368570 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4369137.500000 Penalty: 5150.462891
	Iteration 4Q: 3 clusters Score -4369138 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4369817.000000 Penalty: 5150.462891
	Iteration 5Q: 3 clusters Score -4369817 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4370662.500000 Penalty: 5150.462891
	Iteration 6Q: 3 clusters Score -4370662 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4371720.000000 Penalty: 5150.462891
	Iteration 7F: 3 clusters Score -4371720 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4372973.500000 Penalty: 5150.462891
	Iteration 8F: 3 clusters Score -4372974 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4374323.500000 Penalty: 5150.462891
	Iteration 9F: 3 clusters Score -4374324 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4375298.500000 Penalty: 5150.462891
	Iteration 10F: 3 clusters Score -4375298 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4375800.500000 Penalty: 5150.462891
	Iteration 11Q: 3 clusters Score -4375800 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4376038.500000 Penalty: 5150.462891
	Iteration 12Q: 3 clusters Score -4376038 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4376183.000000 Penalty: 5150.462891
	Iteration 13Q: 3 clusters Score -4376183 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4376272.500000 Penalty: 5150.462891
	Iteration 14Q: 3 clusters Score -4376272 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4376371.500000 Penalty: 5150.462891
	Iteration 15Q: 3 clusters Score -4376372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4376430.500000 Penalty: 5150.462891
	Iteration 16Q: 3 clusters Score -4376430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4376502.500000 Penalty: 5150.462891
	Iteration 17Q: 3 clusters Score -4376502 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4376565.000000 Penalty: 5150.462891
	Iteration 18Q: 3 clusters Score -4376565 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4376597.000000 Penalty: 5150.462891
	Iteration 19Q: 3 clusters Score -4376597 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4376643.000000 Penalty: 5150.462891
	Iteration 20F: 3 clusters Score -4376643 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4376691.000000 Penalty: 5150.462891
	Iteration 21Q: 3 clusters Score -4376691 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4376769.500000 Penalty: 5150.462891
	Iteration 22Q: 3 clusters Score -4376770 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4376827.000000 Penalty: 5150.462891
	Iteration 23Q: 3 clusters Score -4376827 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4376889.500000 Penalty: 5150.462891
	Iteration 24Q: 3 clusters Score -4376890 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4376956.000000 Penalty: 5150.462891
	Iteration 25Q: 3 clusters Score -4376956 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4377026.500000 Penalty: 5150.462891
	Iteration 26Q: 3 clusters Score -4377026 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4377106.500000 Penalty: 5150.462891
	Iteration 27Q: 3 clusters Score -4377106 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4377182.500000 Penalty: 5150.462891
	Iteration 28Q: 3 clusters Score -4377182 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4377250.000000 Penalty: 5150.462891
	Iteration 29Q: 3 clusters Score -4377250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4377277.500000 Penalty: 5150.462891
	Iteration 30Q: 3 clusters Score -4377278 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4377327.500000 Penalty: 5150.462891
	Iteration 31Q: 3 clusters Score -4377328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4377374.500000 Penalty: 5150.462891
	Iteration 32Q: 3 clusters Score -4377374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -4377404.500000 Penalty: 5150.462891
	Iteration 33Q: 3 clusters Score -4377404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4377482.000000 Penalty: 5150.462891
	Iteration 34Q: 3 clusters Score -4377482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4377513.500000 Penalty: 5150.462891
	Iteration 35Q: 3 clusters Score -4377514 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4377571.500000 Penalty: 5150.462891
	Iteration 36Q: 3 clusters Score -4377572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4377637.000000 Penalty: 5150.462891
	Iteration 37Q: 3 clusters Score -4377637 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4377706.500000 Penalty: 5150.462891
	Iteration 38Q: 3 clusters Score -4377706 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4377775.000000 Penalty: 5150.462891
	Iteration 39Q: 3 clusters Score -4377775 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4377835.500000 Penalty: 5150.462891
	Iteration 40F: 3 clusters Score -4377836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4377904.500000 Penalty: 5150.462891
	Iteration 41Q: 3 clusters Score -4377904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4377984.500000 Penalty: 5150.462891
	Iteration 42Q: 3 clusters Score -4377984 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4378040.500000 Penalty: 5150.462891
	Iteration 43Q: 3 clusters Score -4378040 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4378104.000000 Penalty: 5150.462891
	Iteration 44Q: 3 clusters Score -4378104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4378182.500000 Penalty: 5150.462891
	Iteration 45Q: 3 clusters Score -4378182 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4378257.000000 Penalty: 5150.462891
	Iteration 46Q: 3 clusters Score -4378257 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4378332.500000 Penalty: 5150.462891
	Iteration 47Q: 3 clusters Score -4378332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4378373.000000 Penalty: 5150.462891
	Iteration 48Q: 3 clusters Score -4378373 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4378441.000000 Penalty: 5150.462891
	Iteration 49Q: 3 clusters Score -4378441 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4378503.500000 Penalty: 5150.462891
	Iteration 50Q: 3 clusters Score -4378504 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4378590.500000 Penalty: 5150.462891
	Iteration 51Q: 3 clusters Score -4378590 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4378662.500000 Penalty: 5150.462891
	Iteration 52Q: 3 clusters Score -4378662 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4378731.000000 Penalty: 5150.462891
	Iteration 53Q: 3 clusters Score -4378731 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4378783.000000 Penalty: 5150.462891
	Iteration 54Q: 3 clusters Score -4378783 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4378823.000000 Penalty: 5150.462891
	Iteration 55Q: 3 clusters Score -4378823 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4378864.000000 Penalty: 5150.462891
	Iteration 56Q: 3 clusters Score -4378864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -4378890.000000 Penalty: 5150.462891
	Iteration 57Q: 3 clusters Score -4378890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4378932.000000 Penalty: 5150.462891
	Iteration 58Q: 3 clusters Score -4378932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4378990.500000 Penalty: 5150.462891
	Iteration 59Q: 3 clusters Score -4378990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4379041.500000 Penalty: 5150.462891
	Iteration 60F: 3 clusters Score -4379042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4379081.000000 Penalty: 5150.462891
	Iteration 61Q: 3 clusters Score -4379081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4379111.500000 Penalty: 5150.462891
	Iteration 62Q: 3 clusters Score -4379112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4379133.000000 Penalty: 5150.462891
	Iteration 63Q: 3 clusters Score -4379133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4379143.500000 Penalty: 5150.462891
	Iteration 64Q: 3 clusters Score -4379144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4379173.500000 Penalty: 5150.462891
	Iteration 65Q: 3 clusters Score -4379174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4379190.000000 Penalty: 5150.462891
	Iteration 66Q: 3 clusters Score -4379190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4379190.500000 Penalty: 5150.462891
	Iteration 67Q: 3 clusters Score -4379190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4379201.000000 Penalty: 5150.462891
	Iteration 68Q: 3 clusters Score -4379201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4379201.500000 Penalty: 5150.462891
	Iteration 69Q: 3 clusters Score -4379202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4379204.500000 Penalty: 5150.462891
	Iteration 70Q: 3 clusters Score -4379204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4379216.500000 Penalty: 5150.462891
	Iteration 71Q: 3 clusters Score -4379216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4379232.500000 Penalty: 5150.462891
	Iteration 72Q: 3 clusters Score -4379232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4379234.500000 Penalty: 5150.462891
	Iteration 73Q: 3 clusters Score -4379234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4379243.000000 Penalty: 5150.462891
	Iteration 74Q: 3 clusters Score -4379243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4379239.000000 Penalty: 5150.462891
	Iteration 75Q: 3 clusters Score -4379239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4379244.500000 Penalty: 5150.462891
	Iteration 76Q: 3 clusters Score -4379244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4379243.500000 Penalty: 5150.462891
	Iteration 77Q: 3 clusters Score -4379244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4379250.000000 Penalty: 5150.462891
	Iteration 78Q: 3 clusters Score -4379250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4379254.000000 Penalty: 5150.462891
	Iteration 79Q: 3 clusters Score -4379254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4379246.500000 Penalty: 5150.462891
	Iteration 80F: 3 clusters Score -4379246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4379249.500000 Penalty: 5150.462891
	Iteration 81Q: 3 clusters Score -4379250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -4379249.500000 Penalty: 5150.462891
	Iteration 82Q: 3 clusters Score -4379250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4379258.000000 Penalty: 5150.462891
	Iteration 83Q: 3 clusters Score -4379258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4379261.500000 Penalty: 5150.462891
	Iteration 84Q: 3 clusters Score -4379262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -4379258.500000 Penalty: 5150.462891
	Iteration 85Q: 3 clusters Score -4379258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4379258.000000 Penalty: 5150.462891
	Iteration 86Q: 3 clusters Score -4379258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4379264.500000 Penalty: 5150.462891
	Iteration 87Q: 3 clusters Score -4379264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4379263.500000 Penalty: 5150.462891
	Iteration 88Q: 3 clusters Score -4379264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4379271.000000 Penalty: 5150.462891
	Iteration 89Q: 3 clusters Score -4379271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4379273.000000 Penalty: 5150.462891
	Iteration 90Q: 3 clusters Score -4379273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4379277.500000 Penalty: 5150.462891
	Iteration 91Q: 3 clusters Score -4379278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4379279.500000 Penalty: 5150.462891
	Iteration 92Q: 3 clusters Score -4379280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4379276.500000 Penalty: 5150.462891
	Iteration 93Q: 3 clusters Score -4379276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4379277.500000 Penalty: 5150.462891
	Iteration 94Q: 3 clusters Score -4379278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4379278.000000 Penalty: 5150.462891
	Iteration 95Q: 3 clusters Score -4379278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4379283.000000 Penalty: 5150.462891
	Iteration 96Q: 3 clusters Score -4379283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4379295.500000 Penalty: 5150.462891
	Iteration 97Q: 3 clusters Score -4379296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4379282.000000 Penalty: 5150.462891
	Iteration 98Q: 3 clusters Score -4379282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4379282.000000 Penalty: 5150.462891
	Iteration 99Q: 3 clusters Score -4379282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4379297.500000 Penalty: 5150.462891
	Iteration 100F: 3 clusters Score -4379298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4379297.500000 Penalty: 5150.462891
	Iteration 101Q: 3 clusters Score -4379298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4379298.500000 Penalty: 5150.462891
	Iteration 102Q: 3 clusters Score -4379298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4379300.500000 Penalty: 5150.462891
	Iteration 103Q: 3 clusters Score -4379300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4379303.500000 Penalty: 5150.462891
	Iteration 104Q: 3 clusters Score -4379304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4379301.500000 Penalty: 5150.462891
	Iteration 105Q: 3 clusters Score -4379302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4379301.500000 Penalty: 5150.462891
	Iteration 106Q: 3 clusters Score -4379302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4379299.000000 Penalty: 5150.462891
	Iteration 107Q: 3 clusters Score -4379299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4379297.500000 Penalty: 5150.462891
	Iteration 108Q: 3 clusters Score -4379298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4379298.500000 Penalty: 5150.462891
	Iteration 109Q: 3 clusters Score -4379298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4379299.500000 Penalty: 5150.462891
	Iteration 110Q: 3 clusters Score -4379300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4379302.000000 Penalty: 5150.462891
	Iteration 111Q: 3 clusters Score -4379302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4379301.500000 Penalty: 5150.462891
	Iteration 112Q: 3 clusters Score -4379302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4379301.000000 Penalty: 5150.462891
	Iteration 113Q: 3 clusters Score -4379301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4379301.000000 Penalty: 5150.462891
	Iteration 114F: 3 clusters Score -4379301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Entering Unmasked Estep 
Score: -22457354.000000 Penalty: 2981.506348
	Iteration 0F: 2 clusters Score -2.245735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -22348634.000000 Penalty: 5963.012695
	Iteration 0F: 3 clusters Score -2.234863e+07 nChanged 79667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -22395414.000000 Penalty: 5963.012695
	Iteration 1F: 3 clusters Score -2.239541e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -22397648.000000 Penalty: 5963.012695
	Iteration 2Q: 3 clusters Score -2.239765e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -22401454.000000 Penalty: 5963.012695
	Iteration 3F: 3 clusters Score -2.240145e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -22409064.000000 Penalty: 5963.012695
	Iteration 4F: 3 clusters Score -2.240906e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -22421330.000000 Penalty: 5963.012695
	Iteration 5F: 3 clusters Score -2.242133e+07 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -22436300.000000 Penalty: 5963.012695
	Iteration 6F: 3 clusters Score -2.24363e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 157274 members 
Entering Unmasked Estep 
Score: -22447150.000000 Penalty: 5963.012695
	Iteration 7F: 3 clusters Score -2.244715e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -22452116.000000 Penalty: 5963.012695
	Iteration 8Q: 3 clusters Score -2.245212e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -22453786.000000 Penalty: 5963.012695
	Iteration 9Q: 3 clusters Score -2.245379e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -22454452.000000 Penalty: 5963.012695
	Iteration 10Q: 3 clusters Score -2.245445e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -22454700.000000 Penalty: 5963.012695
	Iteration 11Q: 3 clusters Score -2.24547e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 165696 members 
Entering Unmasked Estep 
Score: -22454840.000000 Penalty: 5963.012695
	Iteration 12Q: 3 clusters Score -2.245484e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -22454914.000000 Penalty: 5963.012695
	Iteration 13Q: 3 clusters Score -2.245491e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 165723 members 
Entering Unmasked Estep 
Score: -22454976.000000 Penalty: 5963.012695
	Iteration 14Q: 3 clusters Score -2.245498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 165728 members 
Entering Unmasked Estep 
Score: -22455004.000000 Penalty: 5963.012695
	Iteration 15Q: 3 clusters Score -2.2455e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -22455014.000000 Penalty: 5963.012695
	Iteration 16Q: 3 clusters Score -2.245501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 165734 members 
Entering Unmasked Estep 
Score: -22455052.000000 Penalty: 5963.012695
	Iteration 17Q: 3 clusters Score -2.245505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -22455082.000000 Penalty: 5963.012695
	Iteration 18Q: 3 clusters Score -2.245508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -22455076.000000 Penalty: 5963.012695
	Iteration 19Q: 3 clusters Score -2.245508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -22455086.000000 Penalty: 5963.012695
	Iteration 20F: 3 clusters Score -2.245509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -22455094.000000 Penalty: 5963.012695
	Iteration 21Q: 3 clusters Score -2.245509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165745 members 
Entering Unmasked Estep 
Score: -22455104.000000 Penalty: 5963.012695
	Iteration 22Q: 3 clusters Score -2.24551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -22455110.000000 Penalty: 5963.012695
	Iteration 23Q: 3 clusters Score -2.245511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -22455114.000000 Penalty: 5963.012695
	Iteration 24Q: 3 clusters Score -2.245511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 165749 members 
Entering Unmasked Estep 
Score: -22455110.000000 Penalty: 5963.012695
	Iteration 25Q: 3 clusters Score -2.245511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -22455104.000000 Penalty: 5963.012695
	Iteration 26Q: 3 clusters Score -2.24551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -22455104.000000 Penalty: 5963.012695
	Iteration 27F: 3 clusters Score -2.24551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203418 members 
Entering Unmasked Estep 
Score: -27242306.000000 Penalty: 3031.308594
	Iteration 0F: 2 clusters Score -2.724231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -27111862.000000 Penalty: 6062.617188
	Iteration 0F: 3 clusters Score -2.711186e+07 nChanged 97254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -27169174.000000 Penalty: 6062.617188
	Iteration 1F: 3 clusters Score -2.716917e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -27171952.000000 Penalty: 6062.617188
	Iteration 2Q: 3 clusters Score -2.717195e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -27177600.000000 Penalty: 6062.617188
	Iteration 3F: 3 clusters Score -2.71776e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -27187354.000000 Penalty: 6062.617188
	Iteration 4F: 3 clusters Score -2.718735e+07 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -27202202.000000 Penalty: 6062.617188
	Iteration 5F: 3 clusters Score -2.72022e+07 nChanged 17632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -27218666.000000 Penalty: 6062.617188
	Iteration 6F: 3 clusters Score -2.721867e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179364 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -27230834.000000 Penalty: 6062.617188
	Iteration 7F: 3 clusters Score -2.723083e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186709 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -27237316.000000 Penalty: 6062.617188
	Iteration 8Q: 3 clusters Score -2.723732e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190718 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -27239984.000000 Penalty: 6062.617188
	Iteration 9Q: 3 clusters Score -2.723998e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -27241012.000000 Penalty: 6062.617188
	Iteration 10Q: 3 clusters Score -2.724101e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195156 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -27241518.000000 Penalty: 6062.617188
	Iteration 11Q: 3 clusters Score -2.724152e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196587 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -27241592.000000 Penalty: 6062.617188
	Iteration 12Q: 3 clusters Score -2.724159e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197668 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -27241534.000000 Penalty: 6062.617188
	Iteration 13Q: 3 clusters Score -2.724153e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198500 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -27241470.000000 Penalty: 6062.617188
	Iteration 14Q: 3 clusters Score -2.724147e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199172 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -27241306.000000 Penalty: 6062.617188
	Iteration 15Q: 3 clusters Score -2.724131e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199729 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -27241166.000000 Penalty: 6062.617188
	Iteration 16Q: 3 clusters Score -2.724117e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200161 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -27241112.000000 Penalty: 6062.617188
	Iteration 17Q: 3 clusters Score -2.724111e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -27241022.000000 Penalty: 6062.617188
	Iteration 18Q: 3 clusters Score -2.724102e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200797 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -27240866.000000 Penalty: 6062.617188
	Iteration 19Q: 3 clusters Score -2.724087e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201028 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -27240820.000000 Penalty: 6062.617188
	Iteration 20F: 3 clusters Score -2.724082e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201234 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -27240758.000000 Penalty: 6062.617188
	Iteration 21Q: 3 clusters Score -2.724076e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201406 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -27240692.000000 Penalty: 6062.617188
	Iteration 22Q: 3 clusters Score -2.724069e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201549 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -27240684.000000 Penalty: 6062.617188
	Iteration 23Q: 3 clusters Score -2.724068e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201677 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -27240634.000000 Penalty: 6062.617188
	Iteration 24Q: 3 clusters Score -2.724063e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201801 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -27240632.000000 Penalty: 6062.617188
	Iteration 25Q: 3 clusters Score -2.724063e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201888 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -27240558.000000 Penalty: 6062.617188
	Iteration 26Q: 3 clusters Score -2.724056e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201954 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -27240548.000000 Penalty: 6062.617188
	Iteration 27Q: 3 clusters Score -2.724055e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202013 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -27240536.000000 Penalty: 6062.617188
	Iteration 28Q: 3 clusters Score -2.724054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202067 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -27240524.000000 Penalty: 6062.617188
	Iteration 29Q: 3 clusters Score -2.724052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202103 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -27240494.000000 Penalty: 6062.617188
	Iteration 30Q: 3 clusters Score -2.724049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202130 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -27240494.000000 Penalty: 6062.617188
	Iteration 31Q: 3 clusters Score -2.724049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202159 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27240528.000000 Penalty: 6062.617188
	Iteration 32Q: 3 clusters Score -2.724053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202191 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -27240478.000000 Penalty: 6062.617188
	Iteration 33Q: 3 clusters Score -2.724048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -27240456.000000 Penalty: 6062.617188
	Iteration 34Q: 3 clusters Score -2.724046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202246 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -27240440.000000 Penalty: 6062.617188
	Iteration 35Q: 3 clusters Score -2.724044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202268 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -27240440.000000 Penalty: 6062.617188
	Iteration 36Q: 3 clusters Score -2.724044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202284 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -27240436.000000 Penalty: 6062.617188
	Iteration 37Q: 3 clusters Score -2.724044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202303 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -27240432.000000 Penalty: 6062.617188
	Iteration 38Q: 3 clusters Score -2.724043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202320 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27240398.000000 Penalty: 6062.617188
	Iteration 39Q: 3 clusters Score -2.72404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -27240402.000000 Penalty: 6062.617188
	Iteration 40F: 3 clusters Score -2.72404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202367 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -27240384.000000 Penalty: 6062.617188
	Iteration 41Q: 3 clusters Score -2.724038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202391 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -27240390.000000 Penalty: 6062.617188
	Iteration 42Q: 3 clusters Score -2.724039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202411 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -27240376.000000 Penalty: 6062.617188
	Iteration 43Q: 3 clusters Score -2.724038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202432 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -27240380.000000 Penalty: 6062.617188
	Iteration 44Q: 3 clusters Score -2.724038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202452 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -27240368.000000 Penalty: 6062.617188
	Iteration 45Q: 3 clusters Score -2.724037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -27240354.000000 Penalty: 6062.617188
	Iteration 46Q: 3 clusters Score -2.724035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -27240370.000000 Penalty: 6062.617188
	Iteration 47Q: 3 clusters Score -2.724037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202490 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -27240336.000000 Penalty: 6062.617188
	Iteration 48Q: 3 clusters Score -2.724034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202499 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -27240330.000000 Penalty: 6062.617188
	Iteration 49Q: 3 clusters Score -2.724033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202502 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -27240310.000000 Penalty: 6062.617188
	Iteration 50Q: 3 clusters Score -2.724031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202507 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27240320.000000 Penalty: 6062.617188
	Iteration 51Q: 3 clusters Score -2.724032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202511 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -27240330.000000 Penalty: 6062.617188
	Iteration 52Q: 3 clusters Score -2.724033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202514 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -27240318.000000 Penalty: 6062.617188
	Iteration 53Q: 3 clusters Score -2.724032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202516 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -27240306.000000 Penalty: 6062.617188
	Iteration 54Q: 3 clusters Score -2.724031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202519 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -27240316.000000 Penalty: 6062.617188
	Iteration 55Q: 3 clusters Score -2.724032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202521 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -27240306.000000 Penalty: 6062.617188
	Iteration 56Q: 3 clusters Score -2.724031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202522 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -27240308.000000 Penalty: 6062.617188
	Iteration 57Q: 3 clusters Score -2.724031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202522 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -27240308.000000 Penalty: 6062.617188
	Iteration 58F: 3 clusters Score -2.724031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Entering Unmasked Estep 
Score: -7488861.000000 Penalty: 2707.738770
	Iteration 0F: 2 clusters Score -7488861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -7451799.000000 Penalty: 5415.477539
	Iteration 0F: 3 clusters Score -7451799 nChanged 25508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -7465867.500000 Penalty: 5415.477539
	Iteration 1F: 3 clusters Score -7465868 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -7466569.500000 Penalty: 5415.477539
	Iteration 2Q: 3 clusters Score -7466570 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -7467556.500000 Penalty: 5415.477539
	Iteration 3Q: 3 clusters Score -7467556 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7468631.500000 Penalty: 5415.477539
	Iteration 4Q: 3 clusters Score -7468632 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -7469844.500000 Penalty: 5415.477539
	Iteration 5Q: 3 clusters Score -7469844 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7471290.500000 Penalty: 5415.477539
	Iteration 6Q: 3 clusters Score -7471290 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7473020.000000 Penalty: 5415.477539
	Iteration 7F: 3 clusters Score -7473020 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -7475144.000000 Penalty: 5415.477539
	Iteration 8F: 3 clusters Score -7475144 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -7477660.500000 Penalty: 5415.477539
	Iteration 9F: 3 clusters Score -7477660 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -7480199.500000 Penalty: 5415.477539
	Iteration 10F: 3 clusters Score -7480200 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -7482428.500000 Penalty: 5415.477539
	Iteration 11Q: 3 clusters Score -7482428 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -7484135.500000 Penalty: 5415.477539
	Iteration 12Q: 3 clusters Score -7484136 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -7485157.500000 Penalty: 5415.477539
	Iteration 13Q: 3 clusters Score -7485158 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -7485764.000000 Penalty: 5415.477539
	Iteration 14Q: 3 clusters Score -7485764 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -7486124.500000 Penalty: 5415.477539
	Iteration 15Q: 3 clusters Score -7486124 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -7486283.000000 Penalty: 5415.477539
	Iteration 16Q: 3 clusters Score -7486283 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -7486391.000000 Penalty: 5415.477539
	Iteration 17Q: 3 clusters Score -7486391 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7486448.000000 Penalty: 5415.477539
	Iteration 18Q: 3 clusters Score -7486448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -7486497.500000 Penalty: 5415.477539
	Iteration 19Q: 3 clusters Score -7486498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7486513.500000 Penalty: 5415.477539
	Iteration 20F: 3 clusters Score -7486514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -7486537.500000 Penalty: 5415.477539
	Iteration 21Q: 3 clusters Score -7486538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7486550.000000 Penalty: 5415.477539
	Iteration 22Q: 3 clusters Score -7486550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7486571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7486580.500000 Penalty: 5415.477539
	Iteration 24Q: 3 clusters Score -7486580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -7486584.500000 Penalty: 5415.477539
	Iteration 25Q: 3 clusters Score -7486584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7486581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7486582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -7486581.500000 Penalty: 5415.477539
	Iteration 28F: 3 clusters Score -7486582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 114542 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 154378 members 
Mstep: Class 9 contains 183888 members 
Mstep: Class 10 contains 39497 members 
Mstep: Class 11 contains 172943 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152662 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 166409 members 
Mstep: Class 20 contains 203418 members 
Mstep: Class 22 contains 55177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345024.000000 Penalty: 73593.648438
Iteration 159Q: 22 clusters Score -1.80345e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 5808 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 114576 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16452 members 
Mstep: Class 8 contains 154338 members 
Mstep: Class 9 contains 183929 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 172975 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152738 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 32337 members 
Mstep: Class 19 contains 166452 members 
Mstep: Class 20 contains 203154 members 
Mstep: Class 22 contains 55179 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 22 clusters Score -1.803449e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 114609 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16458 members 
Mstep: Class 8 contains 154290 members 
Mstep: Class 9 contains 183974 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 173021 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152824 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 166488 members 
Mstep: Class 20 contains 202884 members 
Mstep: Class 22 contains 55179 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 22 clusters Score -1.803448e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 114625 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16467 members 
Mstep: Class 8 contains 154229 members 
Mstep: Class 9 contains 184002 members 
Mstep: Class 10 contains 39548 members 
Mstep: Class 11 contains 173064 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 152929 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 166562 members 
Mstep: Class 20 contains 202634 members 
Mstep: Class 22 contains 55176 members 
Entering Unmasked Estep 
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Iteration 162Q: 22 clusters Score -1.803449e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 114642 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16470 members 
Mstep: Class 8 contains 154166 members 
Mstep: Class 9 contains 184050 members 
Mstep: Class 10 contains 39554 members 
Mstep: Class 11 contains 173096 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 153029 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 32339 members 
Mstep: Class 19 contains 166631 members 
Mstep: Class 20 contains 202374 members 
Mstep: Class 22 contains 55168 members 
Entering Unmasked Estep 
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Iteration 163Q: 22 clusters Score -1.80345e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 114653 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 154062 members 
Mstep: Class 9 contains 184095 members 
Mstep: Class 10 contains 39561 members 
Mstep: Class 11 contains 173139 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 153133 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 166692 members 
Mstep: Class 20 contains 202152 members 
Mstep: Class 22 contains 55176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344624.000000 Penalty: 73593.648438
Iteration 164Q: 22 clusters Score -1.803446e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 114671 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 153910 members 
Mstep: Class 9 contains 184142 members 
Mstep: Class 10 contains 39578 members 
Mstep: Class 11 contains 173194 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 153221 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 166734 members 
Mstep: Class 20 contains 201968 members 
Mstep: Class 22 contains 55182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344864.000000 Penalty: 73593.648438
Iteration 165Q: 22 clusters Score -1.803449e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 114690 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16482 members 
Mstep: Class 8 contains 153790 members 
Mstep: Class 9 contains 184199 members 
Mstep: Class 10 contains 39597 members 
Mstep: Class 11 contains 173258 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 153307 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 166769 members 
Mstep: Class 20 contains 201776 members 
Mstep: Class 22 contains 55171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344672.000000 Penalty: 73593.648438
Iteration 166Q: 22 clusters Score -1.803447e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 114719 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 8 contains 153672 members 
Mstep: Class 9 contains 184245 members 
Mstep: Class 10 contains 39614 members 
Mstep: Class 11 contains 173301 members 
Mstep: Class 12 contains 265 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 153394 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 166809 members 
Mstep: Class 20 contains 201590 members 
Mstep: Class 22 contains 55171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344512.000000 Penalty: 73593.648438
Iteration 167Q: 22 clusters Score -1.803445e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 114751 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 153562 members 
Mstep: Class 9 contains 184290 members 
Mstep: Class 10 contains 39635 members 
Mstep: Class 11 contains 173334 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153470 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 166851 members 
Mstep: Class 20 contains 201388 members 
Mstep: Class 22 contains 55164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344496.000000 Penalty: 73593.648438
Iteration 168Q: 22 clusters Score -1.803445e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 114762 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 153409 members 
Mstep: Class 9 contains 184330 members 
Mstep: Class 10 contains 39648 members 
Mstep: Class 11 contains 173352 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153553 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 32354 members 
Mstep: Class 19 contains 166906 members 
Mstep: Class 20 contains 201262 members 
Mstep: Class 22 contains 55164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344544.000000 Penalty: 73593.648438
Iteration 169Q: 22 clusters Score -1.803445e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 114781 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16498 members 
Mstep: Class 8 contains 153250 members 
Mstep: Class 9 contains 184378 members 
Mstep: Class 10 contains 39668 members 
Mstep: Class 11 contains 173381 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153618 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 32369 members 
Mstep: Class 19 contains 166984 members 
Mstep: Class 20 contains 201122 members 
Mstep: Class 22 contains 55158 members 
Entering Unmasked Estep 
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Score: -180344032.000000 Penalty: 73593.648438
Iteration 170Q: 22 clusters Score -1.80344e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 114796 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16510 members 
Mstep: Class 8 contains 153122 members 
Mstep: Class 9 contains 184437 members 
Mstep: Class 10 contains 39679 members 
Mstep: Class 11 contains 173397 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153702 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 32381 members 
Mstep: Class 19 contains 167045 members 
Mstep: Class 20 contains 200978 members 
Mstep: Class 22 contains 55139 members 
Entering Unmasked Estep 
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Score: -180343808.000000 Penalty: 73593.648438
Iteration 171Q: 22 clusters Score -1.803438e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 3821 members 
Mstep: Class 4 contains 114797 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 153008 members 
Mstep: Class 9 contains 184492 members 
Mstep: Class 10 contains 39693 members 
Mstep: Class 11 contains 173426 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153769 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 32397 members 
Mstep: Class 19 contains 167124 members 
Mstep: Class 20 contains 200791 members 
Mstep: Class 22 contains 55129 members 
Entering Unmasked Estep 
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Score: -180343680.000000 Penalty: 73593.648438
Iteration 172Q: 22 clusters Score -1.803437e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 6139 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 114803 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 8 contains 152897 members 
Mstep: Class 9 contains 184544 members 
Mstep: Class 10 contains 39716 members 
Mstep: Class 11 contains 173448 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153865 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 32408 members 
Mstep: Class 19 contains 167186 members 
Mstep: Class 20 contains 200604 members 
Mstep: Class 22 contains 55118 members 
Entering Unmasked Estep 
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Iteration 173Q: 22 clusters Score -1.803435e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 6152 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 114811 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 8 contains 152737 members 
Mstep: Class 9 contains 184597 members 
Mstep: Class 10 contains 39737 members 
Mstep: Class 11 contains 173479 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 153945 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 32417 members 
Mstep: Class 19 contains 167248 members 
Mstep: Class 20 contains 200467 members 
Mstep: Class 22 contains 55113 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -1.803431e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3826 members 
Mstep: Class 4 contains 114808 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16533 members 
Mstep: Class 8 contains 152571 members 
Mstep: Class 9 contains 184655 members 
Mstep: Class 10 contains 39765 members 
Mstep: Class 11 contains 173523 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154042 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 167334 members 
Mstep: Class 20 contains 200298 members 
Mstep: Class 22 contains 55098 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -1.803426e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 6174 members 
Mstep: Class 3 contains 3827 members 
Mstep: Class 4 contains 114816 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16544 members 
Mstep: Class 8 contains 152408 members 
Mstep: Class 9 contains 184700 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 173559 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154162 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 32419 members 
Mstep: Class 19 contains 167415 members 
Mstep: Class 20 contains 200134 members 
Mstep: Class 22 contains 55075 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -1.803426e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 6192 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 114831 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16549 members 
Mstep: Class 8 contains 152258 members 
Mstep: Class 9 contains 184728 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 173575 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154254 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 32420 members 
Mstep: Class 19 contains 167513 members 
Mstep: Class 20 contains 199969 members 
Mstep: Class 22 contains 55058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342816.000000 Penalty: 73593.648438
Iteration 177Q: 22 clusters Score -1.803428e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 114862 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 152077 members 
Mstep: Class 9 contains 184759 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 173597 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2534 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154349 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 32429 members 
Mstep: Class 19 contains 167609 members 
Mstep: Class 20 contains 199814 members 
Mstep: Class 22 contains 55050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342480.000000 Penalty: 73593.648438
Iteration 178Q: 22 clusters Score -1.803425e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 6227 members 
Mstep: Class 3 contains 3830 members 
Mstep: Class 4 contains 114885 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16550 members 
Mstep: Class 8 contains 151861 members 
Mstep: Class 9 contains 184781 members 
Mstep: Class 10 contains 39855 members 
Mstep: Class 11 contains 173632 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154446 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 32433 members 
Mstep: Class 19 contains 167712 members 
Mstep: Class 20 contains 199693 members 
Mstep: Class 22 contains 55043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342336.000000 Penalty: 73593.648438
Iteration 179Q: 22 clusters Score -1.803423e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 114929 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16557 members 
Mstep: Class 8 contains 151621 members 
Mstep: Class 9 contains 184814 members 
Mstep: Class 10 contains 39870 members 
Mstep: Class 11 contains 173634 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154541 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 32438 members 
Mstep: Class 19 contains 167810 members 
Mstep: Class 20 contains 199584 members 
Mstep: Class 22 contains 55041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342176.000000 Penalty: 73593.648438
Iteration 180F: 22 clusters Score -1.803422e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 114966 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 8 contains 151427 members 
Mstep: Class 9 contains 184819 members 
Mstep: Class 10 contains 39888 members 
Mstep: Class 11 contains 173639 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154636 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 32430 members 
Mstep: Class 19 contains 167919 members 
Mstep: Class 20 contains 199469 members 
Mstep: Class 22 contains 55030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342240.000000 Penalty: 73593.648438
Iteration 181Q: 22 clusters Score -1.803422e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 3839 members 
Mstep: Class 4 contains 114988 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16568 members 
Mstep: Class 8 contains 151303 members 
Mstep: Class 9 contains 184814 members 
Mstep: Class 10 contains 39900 members 
Mstep: Class 11 contains 173648 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154744 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 32412 members 
Mstep: Class 19 contains 167988 members 
Mstep: Class 20 contains 199348 members 
Mstep: Class 22 contains 55023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342656.000000 Penalty: 73593.648438
Iteration 182Q: 22 clusters Score -1.803427e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 6315 members 
Mstep: Class 3 contains 3839 members 
Mstep: Class 4 contains 115018 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16571 members 
Mstep: Class 8 contains 151222 members 
Mstep: Class 9 contains 184818 members 
Mstep: Class 10 contains 39923 members 
Mstep: Class 11 contains 173643 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154840 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 32384 members 
Mstep: Class 19 contains 168024 members 
Mstep: Class 20 contains 199242 members 
Mstep: Class 22 contains 55009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342608.000000 Penalty: 73593.648438
Iteration 183Q: 22 clusters Score -1.803426e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 115035 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16575 members 
Mstep: Class 8 contains 151172 members 
Mstep: Class 9 contains 184822 members 
Mstep: Class 10 contains 39929 members 
Mstep: Class 11 contains 173640 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 154961 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 32376 members 
Mstep: Class 19 contains 168056 members 
Mstep: Class 20 contains 199092 members 
Mstep: Class 22 contains 54998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342592.000000 Penalty: 73593.648438
Iteration 184Q: 22 clusters Score -1.803426e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 115056 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 151073 members 
Mstep: Class 9 contains 184829 members 
Mstep: Class 10 contains 39938 members 
Mstep: Class 11 contains 173654 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155035 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 32378 members 
Mstep: Class 19 contains 168088 members 
Mstep: Class 20 contains 198985 members 
Mstep: Class 22 contains 54998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342624.000000 Penalty: 73593.648438
Iteration 185Q: 22 clusters Score -1.803426e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 115072 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 151006 members 
Mstep: Class 9 contains 184836 members 
Mstep: Class 10 contains 39949 members 
Mstep: Class 11 contains 173688 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155094 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 168119 members 
Mstep: Class 20 contains 198853 members 
Mstep: Class 22 contains 55000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342528.000000 Penalty: 73593.648438
Iteration 186Q: 22 clusters Score -1.803425e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 115071 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 150934 members 
Mstep: Class 9 contains 184864 members 
Mstep: Class 10 contains 39960 members 
Mstep: Class 11 contains 173707 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155169 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 32374 members 
Mstep: Class 19 contains 168147 members 
Mstep: Class 20 contains 198732 members 
Mstep: Class 22 contains 54989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342784.000000 Penalty: 73593.648438
Iteration 187Q: 22 clusters Score -1.803428e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 115088 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 150899 members 
Mstep: Class 9 contains 184885 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 11 contains 173733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155223 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 32372 members 
Mstep: Class 19 contains 168199 members 
Mstep: Class 20 contains 198557 members 
Mstep: Class 22 contains 54976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342768.000000 Penalty: 73593.648438
Iteration 188Q: 22 clusters Score -1.803428e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 115090 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16589 members 
Mstep: Class 8 contains 150902 members 
Mstep: Class 9 contains 184915 members 
Mstep: Class 10 contains 39968 members 
Mstep: Class 11 contains 173750 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155266 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 32379 members 
Mstep: Class 19 contains 168220 members 
Mstep: Class 20 contains 198371 members 
Mstep: Class 22 contains 54983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342448.000000 Penalty: 73593.648438
Iteration 189Q: 22 clusters Score -1.803424e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 6437 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 115094 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16586 members 
Mstep: Class 8 contains 150910 members 
Mstep: Class 9 contains 184942 members 
Mstep: Class 10 contains 39977 members 
Mstep: Class 11 contains 173736 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155312 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 32381 members 
Mstep: Class 19 contains 168236 members 
Mstep: Class 20 contains 198221 members 
Mstep: Class 22 contains 54984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342160.000000 Penalty: 73593.648438
Iteration 190Q: 22 clusters Score -1.803422e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 115096 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16590 members 
Mstep: Class 8 contains 150880 members 
Mstep: Class 9 contains 184974 members 
Mstep: Class 10 contains 39978 members 
Mstep: Class 11 contains 173737 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155338 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 32389 members 
Mstep: Class 19 contains 168268 members 
Mstep: Class 20 contains 198069 members 
Mstep: Class 22 contains 54986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341984.000000 Penalty: 73593.648438
Iteration 191Q: 22 clusters Score -1.80342e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 115086 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16598 members 
Mstep: Class 8 contains 150863 members 
Mstep: Class 9 contains 185025 members 
Mstep: Class 10 contains 39993 members 
Mstep: Class 11 contains 173733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155378 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2882 members 
Mstep: Class 18 contains 32388 members 
Mstep: Class 19 contains 168301 members 
Mstep: Class 20 contains 197870 members 
Mstep: Class 22 contains 54987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342048.000000 Penalty: 73593.648438
Iteration 192Q: 22 clusters Score -1.80342e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 115085 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16602 members 
Mstep: Class 8 contains 150840 members 
Mstep: Class 9 contains 185072 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 173758 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155414 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 32388 members 
Mstep: Class 19 contains 168323 members 
Mstep: Class 20 contains 197687 members 
Mstep: Class 22 contains 54986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341984.000000 Penalty: 73593.648438
Iteration 193Q: 22 clusters Score -1.80342e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 115092 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 150818 members 
Mstep: Class 9 contains 185087 members 
Mstep: Class 10 contains 40010 members 
Mstep: Class 11 contains 173798 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155444 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2882 members 
Mstep: Class 18 contains 32391 members 
Mstep: Class 19 contains 168351 members 
Mstep: Class 20 contains 197540 members 
Mstep: Class 22 contains 54985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341872.000000 Penalty: 73593.648438
Iteration 194Q: 22 clusters Score -1.803419e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 6566 members 
Mstep: Class 3 contains 3863 members 
Mstep: Class 4 contains 115093 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16599 members 
Mstep: Class 8 contains 150778 members 
Mstep: Class 9 contains 185114 members 
Mstep: Class 10 contains 40012 members 
Mstep: Class 11 contains 173830 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155477 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 32397 members 
Mstep: Class 19 contains 168387 members 
Mstep: Class 20 contains 197394 members 
Mstep: Class 22 contains 54984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341760.000000 Penalty: 73593.648438
Iteration 195Q: 22 clusters Score -1.803418e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 115091 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 150755 members 
Mstep: Class 9 contains 185141 members 
Mstep: Class 10 contains 40021 members 
Mstep: Class 11 contains 173826 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155517 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 32395 members 
Mstep: Class 19 contains 168420 members 
Mstep: Class 20 contains 197248 members 
Mstep: Class 22 contains 54994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341696.000000 Penalty: 73593.648438
Iteration 196Q: 22 clusters Score -1.803417e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 6605 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 115102 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16607 members 
Mstep: Class 8 contains 150742 members 
Mstep: Class 9 contains 185175 members 
Mstep: Class 10 contains 40040 members 
Mstep: Class 11 contains 173829 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155577 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 32389 members 
Mstep: Class 19 contains 168470 members 
Mstep: Class 20 contains 197051 members 
Mstep: Class 22 contains 54984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341568.000000 Penalty: 73593.648438
Iteration 197Q: 22 clusters Score -1.803416e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 6623 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 115117 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 150674 members 
Mstep: Class 9 contains 185208 members 
Mstep: Class 10 contains 40062 members 
Mstep: Class 11 contains 173840 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155655 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32395 members 
Mstep: Class 19 contains 168532 members 
Mstep: Class 20 contains 196833 members 
Mstep: Class 22 contains 54981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341584.000000 Penalty: 73593.648438
Iteration 198Q: 22 clusters Score -1.803416e+08 nChanged 1203
Entering ConstructFrom: 
Score: -180341584.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (61541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Entering Unmasked Estep 
Score: -8003486.500000 Penalty: 2734.809814
	Iteration 0F: 2 clusters Score -8003486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -7962044.000000 Penalty: 5469.619629
	Iteration 0F: 3 clusters Score -7962044 nChanged 28649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7977983.000000 Penalty: 5469.619629
	Iteration 1F: 3 clusters Score -7977983 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -7978698.500000 Penalty: 5469.619629
	Iteration 2Q: 3 clusters Score -7978698 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7979508.000000 Penalty: 5469.619629
	Iteration 3Q: 3 clusters Score -7979508 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7980476.500000 Penalty: 5469.619629
	Iteration 4Q: 3 clusters Score -7980476 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7981658.500000 Penalty: 5469.619629
	Iteration 5Q: 3 clusters Score -7981658 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7983515.000000 Penalty: 5469.619629
	Iteration 6F: 3 clusters Score -7983515 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -7986136.000000 Penalty: 5469.619629
	Iteration 7F: 3 clusters Score -7986136 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -7988833.500000 Penalty: 5469.619629
	Iteration 8F: 3 clusters Score -7988834 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -7991133.500000 Penalty: 5469.619629
	Iteration 9F: 3 clusters Score -7991134 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7992913.500000 Penalty: 5469.619629
	Iteration 10Q: 3 clusters Score -7992914 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -7994471.000000 Penalty: 5469.619629
	Iteration 11Q: 3 clusters Score -7994471 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7996173.000000 Penalty: 5469.619629
	Iteration 12Q: 3 clusters Score -7996173 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -7998103.500000 Penalty: 5469.619629
	Iteration 13Q: 3 clusters Score -7998104 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -7999743.000000 Penalty: 5469.619629
	Iteration 14Q: 3 clusters Score -7999743 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -8000532.500000 Penalty: 5469.619629
	Iteration 15Q: 3 clusters Score -8000532 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -8000805.500000 Penalty: 5469.619629
	Iteration 16Q: 3 clusters Score -8000806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -8000936.500000 Penalty: 5469.619629
	Iteration 17Q: 3 clusters Score -8000936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -8000998.000000 Penalty: 5469.619629
	Iteration 18Q: 3 clusters Score -8000998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -8001029.500000 Penalty: 5469.619629
	Iteration 19Q: 3 clusters Score -8001030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -8001053.500000 Penalty: 5469.619629
	Iteration 20F: 3 clusters Score -8001054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8001071.000000 Penalty: 5469.619629
	Iteration 21Q: 3 clusters Score -8001071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -8001070.500000 Penalty: 5469.619629
	Iteration 22Q: 3 clusters Score -8001070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -8001059.500000 Penalty: 5469.619629
	Iteration 23Q: 3 clusters Score -8001060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -8001065.000000 Penalty: 5469.619629
	Iteration 24Q: 3 clusters Score -8001065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -8001065.000000 Penalty: 5469.619629
	Iteration 25F: 3 clusters Score -8001065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Entering Unmasked Estep 
Score: -892924.687500 Penalty: 2182.204102
	Iteration 0F: 2 clusters Score -892924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -887425.562500 Penalty: 4364.408203
	Iteration 0F: 3 clusters Score -887425.6 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -888887.750000 Penalty: 4364.408203
	Iteration 1F: 3 clusters Score -888887.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -889119.562500 Penalty: 4364.408203
	Iteration 2F: 3 clusters Score -889119.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -889257.625000 Penalty: 4364.408203
	Iteration 3Q: 3 clusters Score -889257.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -889358.312500 Penalty: 4364.408203
	Iteration 4Q: 3 clusters Score -889358.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -889422.687500 Penalty: 4364.408203
	Iteration 5Q: 3 clusters Score -889422.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -889472.250000 Penalty: 4364.408203
	Iteration 6Q: 3 clusters Score -889472.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -889507.125000 Penalty: 4364.408203
	Iteration 7Q: 3 clusters Score -889507.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -889540.937500 Penalty: 4364.408203
	Iteration 8Q: 3 clusters Score -889540.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -889567.437500 Penalty: 4364.408203
	Iteration 9Q: 3 clusters Score -889567.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -889590.687500 Penalty: 4364.408203
	Iteration 10Q: 3 clusters Score -889590.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -889607.000000 Penalty: 4364.408203
	Iteration 11Q: 3 clusters Score -889607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -889621.750000 Penalty: 4364.408203
	Iteration 12Q: 3 clusters Score -889621.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -889637.437500 Penalty: 4364.408203
	Iteration 13Q: 3 clusters Score -889637.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -889656.937500 Penalty: 4364.408203
	Iteration 14Q: 3 clusters Score -889656.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -889675.062500 Penalty: 4364.408203
	Iteration 15Q: 3 clusters Score -889675.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -889694.875000 Penalty: 4364.408203
	Iteration 16Q: 3 clusters Score -889694.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -889715.937500 Penalty: 4364.408203
	Iteration 17Q: 3 clusters Score -889715.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -889740.750000 Penalty: 4364.408203
	Iteration 18Q: 3 clusters Score -889740.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -889767.500000 Penalty: 4364.408203
	Iteration 19Q: 3 clusters Score -889767.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -889797.500000 Penalty: 4364.408203
	Iteration 20F: 3 clusters Score -889797.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -889824.062500 Penalty: 4364.408203
	Iteration 21Q: 3 clusters Score -889824.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -889859.750000 Penalty: 4364.408203
	Iteration 22Q: 3 clusters Score -889859.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -889906.875000 Penalty: 4364.408203
	Iteration 23Q: 3 clusters Score -889906.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -889960.875000 Penalty: 4364.408203
	Iteration 24Q: 3 clusters Score -889960.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -890023.000000 Penalty: 4364.408203
	Iteration 25Q: 3 clusters Score -890023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -890093.125000 Penalty: 4364.408203
	Iteration 26Q: 3 clusters Score -890093.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -890177.375000 Penalty: 4364.408203
	Iteration 27Q: 3 clusters Score -890177.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -890246.250000 Penalty: 4364.408203
	Iteration 28Q: 3 clusters Score -890246.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -890317.937500 Penalty: 4364.408203
	Iteration 29Q: 3 clusters Score -890317.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -890383.187500 Penalty: 4364.408203
	Iteration 30Q: 3 clusters Score -890383.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -890446.562500 Penalty: 4364.408203
	Iteration 31Q: 3 clusters Score -890446.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -890513.812500 Penalty: 4364.408203
	Iteration 32Q: 3 clusters Score -890513.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -890573.375000 Penalty: 4364.408203
	Iteration 33Q: 3 clusters Score -890573.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -890628.625000 Penalty: 4364.408203
	Iteration 34Q: 3 clusters Score -890628.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -890672.937500 Penalty: 4364.408203
	Iteration 35Q: 3 clusters Score -890672.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -890717.250000 Penalty: 4364.408203
	Iteration 36Q: 3 clusters Score -890717.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -890755.125000 Penalty: 4364.408203
	Iteration 37Q: 3 clusters Score -890755.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -890789.687500 Penalty: 4364.408203
	Iteration 38Q: 3 clusters Score -890789.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -890823.125000 Penalty: 4364.408203
	Iteration 39Q: 3 clusters Score -890823.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -890856.500000 Penalty: 4364.408203
	Iteration 40F: 3 clusters Score -890856.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -890899.312500 Penalty: 4364.408203
	Iteration 41Q: 3 clusters Score -890899.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -890937.875000 Penalty: 4364.408203
	Iteration 42Q: 3 clusters Score -890937.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -890958.750000 Penalty: 4364.408203
	Iteration 43Q: 3 clusters Score -890958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -890969.562500 Penalty: 4364.408203
	Iteration 44Q: 3 clusters Score -890969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -890977.625000 Penalty: 4364.408203
	Iteration 45Q: 3 clusters Score -890977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -890984.875000 Penalty: 4364.408203
	Iteration 46Q: 3 clusters Score -890984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -890991.312500 Penalty: 4364.408203
	Iteration 47Q: 3 clusters Score -890991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -890993.250000 Penalty: 4364.408203
	Iteration 48Q: 3 clusters Score -890993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -890998.562500 Penalty: 4364.408203
	Iteration 49Q: 3 clusters Score -890998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -891002.437500 Penalty: 4364.408203
	Iteration 50Q: 3 clusters Score -891002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -891004.875000 Penalty: 4364.408203
	Iteration 51Q: 3 clusters Score -891004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -891008.750000 Penalty: 4364.408203
	Iteration 52Q: 3 clusters Score -891008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -891014.687500 Penalty: 4364.408203
	Iteration 53Q: 3 clusters Score -891014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -891014.375000 Penalty: 4364.408203
	Iteration 54Q: 3 clusters Score -891014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -891016.000000 Penalty: 4364.408203
	Iteration 55Q: 3 clusters Score -891016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -891018.187500 Penalty: 4364.408203
	Iteration 56Q: 3 clusters Score -891018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -891018.187500 Penalty: 4364.408203
	Iteration 57F: 3 clusters Score -891018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -494508.156250 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -494508.2 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 1889 members 
Entering Unmasked Estep 
Score: -490703.093750 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -490703.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -491551.281250 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -491551.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -491731.406250 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -491731.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -491845.906250 Penalty: 4098.868652
	Iteration 3Q: 3 clusters Score -491845.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -491938.937500 Penalty: 4098.868652
	Iteration 4Q: 3 clusters Score -491938.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -492002.812500 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -492002.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -492062.156250 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -492062.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -492114.718750 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -492114.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -492163.937500 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -492163.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -492208.375000 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -492208.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -492252.562500 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -492252.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -492288.343750 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -492288.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -492311.906250 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -492311.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -492331.718750 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -492331.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -492351.281250 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -492351.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -492368.406250 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -492368.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -492378.093750 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -492378.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -492388.843750 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -492388.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -492401.562500 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -492401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -492408.281250 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -492408.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -492415.406250 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -492415.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -492419.125000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -492419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -492421.468750 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -492421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -492425.906250 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -492425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -492428.468750 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -492428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -492429.875000 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -492429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -492432.562500 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -492432.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -492438.125000 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -492438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -492444.156250 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -492444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -492445.187500 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -492445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -492448.468750 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -492448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -492449.031250 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -492449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -492449.750000 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -492449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -492449.625000 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -492449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -492449.625000 Penalty: 4098.868652
	Iteration 34F: 3 clusters Score -492449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Entering Unmasked Estep 
Score: -15540056.000000 Penalty: 2890.123047
	Iteration 0F: 2 clusters Score -1.554006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -15462928.000000 Penalty: 5780.246094
	Iteration 0F: 3 clusters Score -1.546293e+07 nChanged 54634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -15494152.000000 Penalty: 5780.246094
	Iteration 1F: 3 clusters Score -1.549415e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -15494982.000000 Penalty: 5780.246094
	Iteration 2Q: 3 clusters Score -1.549498e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -15496144.000000 Penalty: 5780.246094
	Iteration 3Q: 3 clusters Score -1.549614e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -15497900.000000 Penalty: 5780.246094
	Iteration 4Q: 3 clusters Score -1.54979e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -15501407.000000 Penalty: 5780.246094
	Iteration 5F: 3 clusters Score -1.550141e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -15507412.000000 Penalty: 5780.246094
	Iteration 6F: 3 clusters Score -1.550741e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -15516385.000000 Penalty: 5780.246094
	Iteration 7F: 3 clusters Score -1.551638e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -15526361.000000 Penalty: 5780.246094
	Iteration 8F: 3 clusters Score -1.552636e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -15533133.000000 Penalty: 5780.246094
	Iteration 9F: 3 clusters Score -1.553313e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113775 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15536111.000000 Penalty: 5780.246094
	Iteration 10Q: 3 clusters Score -1.553611e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15536939.000000 Penalty: 5780.246094
	Iteration 11Q: 3 clusters Score -1.553694e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15537244.000000 Penalty: 5780.246094
	Iteration 12Q: 3 clusters Score -1.553724e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15537347.000000 Penalty: 5780.246094
	Iteration 13Q: 3 clusters Score -1.553735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15537379.000000 Penalty: 5780.246094
	Iteration 14Q: 3 clusters Score -1.553738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15537413.000000 Penalty: 5780.246094
	Iteration 15Q: 3 clusters Score -1.553741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15537440.000000 Penalty: 5780.246094
	Iteration 16Q: 3 clusters Score -1.553744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15537458.000000 Penalty: 5780.246094
	Iteration 17Q: 3 clusters Score -1.553746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15537460.000000 Penalty: 5780.246094
	Iteration 18Q: 3 clusters Score -1.553746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114933 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15537469.000000 Penalty: 5780.246094
	Iteration 19Q: 3 clusters Score -1.553747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15537472.000000 Penalty: 5780.246094
	Iteration 20F: 3 clusters Score -1.553747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114933 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15537473.000000 Penalty: 5780.246094
	Iteration 21Q: 3 clusters Score -1.553747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15537475.000000 Penalty: 5780.246094
	Iteration 22Q: 3 clusters Score -1.553748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15537475.000000 Penalty: 5780.246094
	Iteration 23F: 3 clusters Score -1.553748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 271 members 
Entering Unmasked Estep 
Score: -64078.734375 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64078.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64375.015625 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64375.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64562.335938 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64562.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64706.234375 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64706.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64860.507812 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64860.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64939.636719 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -64939.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65039.289062 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65039.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65167.851562 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65167.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65345.687500 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65345.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65490.890625 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65490.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65657.804688 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -65657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65907.945312 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -65907.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66032.656250 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -66032.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66090.015625 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -66090.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66110.882812 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -66110.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66152.164062 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -66152.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66191.226562 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -66191.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66247.851562 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -66247.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66359.726562 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -66359.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66455.960938 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -66455.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66455.960938 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -66455.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 115119 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16616 members 
Mstep: Class 8 contains 150622 members 
Mstep: Class 9 contains 185269 members 
Mstep: Class 10 contains 40068 members 
Mstep: Class 11 contains 173852 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155713 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32398 members 
Mstep: Class 19 contains 168599 members 
Mstep: Class 20 contains 196607 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
Score: -180340496.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180341584.000000 to -180340496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39502.882812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39502.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38166.812500 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38166.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38323.597656 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38401.890625 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38401.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38419.488281 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38419.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38424.539062 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38424.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38424.539062 Penalty: 2904.115723
	Iteration 5F: 3 clusters Score -38424.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Entering Unmasked Estep 
Score: -2083944.000000 Penalty: 2410.094238
	Iteration 0F: 2 clusters Score -2083944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2072058.625000 Penalty: 4820.188477
	Iteration 0F: 3 clusters Score -2072059 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2075872.125000 Penalty: 4820.188477
	Iteration 1F: 3 clusters Score -2075872 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2076293.375000 Penalty: 4820.188477
	Iteration 2F: 3 clusters Score -2076293 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2076684.000000 Penalty: 4820.188477
	Iteration 3F: 3 clusters Score -2076684 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2077234.875000 Penalty: 4820.188477
	Iteration 4Q: 3 clusters Score -2077235 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2078087.125000 Penalty: 4820.188477
	Iteration 5F: 3 clusters Score -2078087 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2079081.875000 Penalty: 4820.188477
	Iteration 6F: 3 clusters Score -2079082 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2080097.375000 Penalty: 4820.188477
	Iteration 7F: 3 clusters Score -2080097 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2080991.000000 Penalty: 4820.188477
	Iteration 8F: 3 clusters Score -2080991 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2081598.000000 Penalty: 4820.188477
	Iteration 9F: 3 clusters Score -2081598 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2081979.000000 Penalty: 4820.188477
	Iteration 10Q: 3 clusters Score -2081979 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2082259.875000 Penalty: 4820.188477
	Iteration 11Q: 3 clusters Score -2082260 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2082470.750000 Penalty: 4820.188477
	Iteration 12Q: 3 clusters Score -2082471 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2082675.125000 Penalty: 4820.188477
	Iteration 13Q: 3 clusters Score -2082675 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2082853.625000 Penalty: 4820.188477
	Iteration 14Q: 3 clusters Score -2082854 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2083007.625000 Penalty: 4820.188477
	Iteration 15Q: 3 clusters Score -2083008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2083107.375000 Penalty: 4820.188477
	Iteration 16Q: 3 clusters Score -2083107 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2083174.000000 Penalty: 4820.188477
	Iteration 17Q: 3 clusters Score -2083174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2083238.250000 Penalty: 4820.188477
	Iteration 18Q: 3 clusters Score -2083238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2083282.750000 Penalty: 4820.188477
	Iteration 19Q: 3 clusters Score -2083283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2083315.000000 Penalty: 4820.188477
	Iteration 20F: 3 clusters Score -2083315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2083339.500000 Penalty: 4820.188477
	Iteration 21Q: 3 clusters Score -2083340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2083364.500000 Penalty: 4820.188477
	Iteration 22Q: 3 clusters Score -2083364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2083383.500000 Penalty: 4820.188477
	Iteration 23Q: 3 clusters Score -2083384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2083394.875000 Penalty: 4820.188477
	Iteration 24Q: 3 clusters Score -2083395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2083405.375000 Penalty: 4820.188477
	Iteration 25Q: 3 clusters Score -2083405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2083415.500000 Penalty: 4820.188477
	Iteration 26Q: 3 clusters Score -2083416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2083425.750000 Penalty: 4820.188477
	Iteration 27Q: 3 clusters Score -2083426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2083431.250000 Penalty: 4820.188477
	Iteration 28Q: 3 clusters Score -2083431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2083437.750000 Penalty: 4820.188477
	Iteration 29Q: 3 clusters Score -2083438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2083442.250000 Penalty: 4820.188477
	Iteration 30Q: 3 clusters Score -2083442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2083454.000000 Penalty: 4820.188477
	Iteration 31Q: 3 clusters Score -2083454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2083456.625000 Penalty: 4820.188477
	Iteration 32Q: 3 clusters Score -2083457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2083457.000000 Penalty: 4820.188477
	Iteration 33Q: 3 clusters Score -2083457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2083460.000000 Penalty: 4820.188477
	Iteration 34Q: 3 clusters Score -2083460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2083469.750000 Penalty: 4820.188477
	Iteration 35Q: 3 clusters Score -2083470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2083469.875000 Penalty: 4820.188477
	Iteration 36Q: 3 clusters Score -2083470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2083471.125000 Penalty: 4820.188477
	Iteration 37Q: 3 clusters Score -2083471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2083473.125000 Penalty: 4820.188477
	Iteration 38Q: 3 clusters Score -2083473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2083475.625000 Penalty: 4820.188477
	Iteration 39Q: 3 clusters Score -2083476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2083479.625000 Penalty: 4820.188477
	Iteration 40F: 3 clusters Score -2083480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2083479.125000 Penalty: 4820.188477
	Iteration 41Q: 3 clusters Score -2083479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2083478.000000 Penalty: 4820.188477
	Iteration 42Q: 3 clusters Score -2083478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2083480.250000 Penalty: 4820.188477
	Iteration 43Q: 3 clusters Score -2083480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2083478.375000 Penalty: 4820.188477
	Iteration 44Q: 3 clusters Score -2083478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2083478.375000 Penalty: 4820.188477
	Iteration 45F: 3 clusters Score -2083478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Entering Unmasked Estep 
Score: -20284962.000000 Penalty: 2956.787109
	Iteration 0F: 2 clusters Score -2.028496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -20186326.000000 Penalty: 5913.574219
	Iteration 0F: 3 clusters Score -2.018633e+07 nChanged 71916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -20227940.000000 Penalty: 5913.574219
	Iteration 1F: 3 clusters Score -2.022794e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -20228882.000000 Penalty: 5913.574219
	Iteration 2Q: 3 clusters Score -2.022888e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -20230290.000000 Penalty: 5913.574219
	Iteration 3Q: 3 clusters Score -2.023029e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -20232542.000000 Penalty: 5913.574219
	Iteration 4Q: 3 clusters Score -2.023254e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -20236968.000000 Penalty: 5913.574219
	Iteration 5F: 3 clusters Score -2.023697e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -20245178.000000 Penalty: 5913.574219
	Iteration 6F: 3 clusters Score -2.024518e+07 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -20257294.000000 Penalty: 5913.574219
	Iteration 7F: 3 clusters Score -2.025729e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -20269482.000000 Penalty: 5913.574219
	Iteration 8F: 3 clusters Score -2.026948e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -20277382.000000 Penalty: 5913.574219
	Iteration 9F: 3 clusters Score -2.027738e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -20280468.000000 Penalty: 5913.574219
	Iteration 10Q: 3 clusters Score -2.028047e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 149159 members 
Entering Unmasked Estep 
Score: -20281558.000000 Penalty: 5913.574219
	Iteration 11Q: 3 clusters Score -2.028156e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 149757 members 
Entering Unmasked Estep 
Score: -20282058.000000 Penalty: 5913.574219
	Iteration 12Q: 3 clusters Score -2.028206e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -20282240.000000 Penalty: 5913.574219
	Iteration 13Q: 3 clusters Score -2.028224e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -20282340.000000 Penalty: 5913.574219
	Iteration 14Q: 3 clusters Score -2.028234e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -20282368.000000 Penalty: 5913.574219
	Iteration 15Q: 3 clusters Score -2.028237e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -20282392.000000 Penalty: 5913.574219
	Iteration 16Q: 3 clusters Score -2.028239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -20282414.000000 Penalty: 5913.574219
	Iteration 17Q: 3 clusters Score -2.028241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -20282430.000000 Penalty: 5913.574219
	Iteration 18Q: 3 clusters Score -2.028243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 150195 members 
Entering Unmasked Estep 
Score: -20282432.000000 Penalty: 5913.574219
	Iteration 19Q: 3 clusters Score -2.028243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -20282442.000000 Penalty: 5913.574219
	Iteration 20F: 3 clusters Score -2.028244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -20282462.000000 Penalty: 5913.574219
	Iteration 21Q: 3 clusters Score -2.028246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 150207 members 
Entering Unmasked Estep 
Score: -20282476.000000 Penalty: 5913.574219
	Iteration 22Q: 3 clusters Score -2.028248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
Score: -20282464.000000 Penalty: 5913.574219
	Iteration 23Q: 3 clusters Score -2.028246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 150219 members 
Entering Unmasked Estep 
Score: -20282476.000000 Penalty: 5913.574219
	Iteration 24Q: 3 clusters Score -2.028248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 150225 members 
Entering Unmasked Estep 
Score: -20282466.000000 Penalty: 5913.574219
	Iteration 25Q: 3 clusters Score -2.028247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 150228 members 
Entering Unmasked Estep 
Score: -20282470.000000 Penalty: 5913.574219
	Iteration 26Q: 3 clusters Score -2.028247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -20282490.000000 Penalty: 5913.574219
	Iteration 27Q: 3 clusters Score -2.028249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -20282488.000000 Penalty: 5913.574219
	Iteration 28Q: 3 clusters Score -2.028249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -20282488.000000 Penalty: 5913.574219
	Iteration 29F: 3 clusters Score -2.028249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Entering Unmasked Estep 
Score: -25025964.000000 Penalty: 3008.131836
	Iteration 0F: 2 clusters Score -2.502596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -24914522.000000 Penalty: 6016.263672
	Iteration 0F: 3 clusters Score -2.491452e+07 nChanged 88894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -24966436.000000 Penalty: 6016.263672
	Iteration 1F: 3 clusters Score -2.496644e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -24967620.000000 Penalty: 6016.263672
	Iteration 2Q: 3 clusters Score -2.496762e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -24969128.000000 Penalty: 6016.263672
	Iteration 3Q: 3 clusters Score -2.496913e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -24971708.000000 Penalty: 6016.263672
	Iteration 4Q: 3 clusters Score -2.497171e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -24976262.000000 Penalty: 6016.263672
	Iteration 5Q: 3 clusters Score -2.497626e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -24983528.000000 Penalty: 6016.263672
	Iteration 6F: 3 clusters Score -2.498353e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 138615 members 
Entering Unmasked Estep 
Score: -24994478.000000 Penalty: 6016.263672
	Iteration 7F: 3 clusters Score -2.499448e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -25006304.000000 Penalty: 6016.263672
	Iteration 8F: 3 clusters Score -2.50063e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -25014728.000000 Penalty: 6016.263672
	Iteration 9F: 3 clusters Score -2.501473e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 172617 members 
Entering Unmasked Estep 
Score: -25019310.000000 Penalty: 6016.263672
	Iteration 10Q: 3 clusters Score -2.501931e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 176966 members 
Entering Unmasked Estep 
Score: -25021466.000000 Penalty: 6016.263672
	Iteration 11Q: 3 clusters Score -2.502147e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 179444 members 
Entering Unmasked Estep 
Score: -25022444.000000 Penalty: 6016.263672
	Iteration 12Q: 3 clusters Score -2.502244e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 180830 members 
Entering Unmasked Estep 
Score: -25022944.000000 Penalty: 6016.263672
	Iteration 13Q: 3 clusters Score -2.502294e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 181735 members 
Entering Unmasked Estep 
Score: -25023188.000000 Penalty: 6016.263672
	Iteration 14Q: 3 clusters Score -2.502319e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 182299 members 
Entering Unmasked Estep 
Score: -25023298.000000 Penalty: 6016.263672
	Iteration 15Q: 3 clusters Score -2.50233e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 182686 members 
Entering Unmasked Estep 
Score: -25023366.000000 Penalty: 6016.263672
	Iteration 16Q: 3 clusters Score -2.502337e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 182974 members 
Entering Unmasked Estep 
Score: -25023494.000000 Penalty: 6016.263672
	Iteration 17Q: 3 clusters Score -2.502349e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 183156 members 
Entering Unmasked Estep 
Score: -25023538.000000 Penalty: 6016.263672
	Iteration 18Q: 3 clusters Score -2.502354e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 183283 members 
Entering Unmasked Estep 
Score: -25023576.000000 Penalty: 6016.263672
	Iteration 19Q: 3 clusters Score -2.502358e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 183383 members 
Entering Unmasked Estep 
Score: -25023610.000000 Penalty: 6016.263672
	Iteration 20F: 3 clusters Score -2.502361e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -25023646.000000 Penalty: 6016.263672
	Iteration 21Q: 3 clusters Score -2.502365e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -25023666.000000 Penalty: 6016.263672
	Iteration 22Q: 3 clusters Score -2.502367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 183546 members 
Entering Unmasked Estep 
Score: -25023664.000000 Penalty: 6016.263672
	Iteration 23Q: 3 clusters Score -2.502366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 183583 members 
Entering Unmasked Estep 
Score: -25023676.000000 Penalty: 6016.263672
	Iteration 24Q: 3 clusters Score -2.502368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -25023664.000000 Penalty: 6016.263672
	Iteration 25Q: 3 clusters Score -2.502366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 183658 members 
Entering Unmasked Estep 
Score: -25023644.000000 Penalty: 6016.263672
	Iteration 26Q: 3 clusters Score -2.502364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 183680 members 
Entering Unmasked Estep 
Score: -25023636.000000 Penalty: 6016.263672
	Iteration 27Q: 3 clusters Score -2.502364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -25023688.000000 Penalty: 6016.263672
	Iteration 28Q: 3 clusters Score -2.502369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -25023686.000000 Penalty: 6016.263672
	Iteration 29Q: 3 clusters Score -2.502369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 183743 members 
Entering Unmasked Estep 
Score: -25023708.000000 Penalty: 6016.263672
	Iteration 30Q: 3 clusters Score -2.502371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -25023710.000000 Penalty: 6016.263672
	Iteration 31Q: 3 clusters Score -2.502371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 183772 members 
Entering Unmasked Estep 
Score: -25023720.000000 Penalty: 6016.263672
	Iteration 32Q: 3 clusters Score -2.502372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 183782 members 
Entering Unmasked Estep 
Score: -25023710.000000 Penalty: 6016.263672
	Iteration 33Q: 3 clusters Score -2.502371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 183794 members 
Entering Unmasked Estep 
Score: -25023706.000000 Penalty: 6016.263672
	Iteration 34Q: 3 clusters Score -2.502371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 183807 members 
Entering Unmasked Estep 
Score: -25023710.000000 Penalty: 6016.263672
	Iteration 35Q: 3 clusters Score -2.502371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -25023720.000000 Penalty: 6016.263672
	Iteration 36Q: 3 clusters Score -2.502372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -25023700.000000 Penalty: 6016.263672
	Iteration 37Q: 3 clusters Score -2.50237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 183851 members 
Entering Unmasked Estep 
Score: -25023714.000000 Penalty: 6016.263672
	Iteration 38Q: 3 clusters Score -2.502371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 183864 members 
Entering Unmasked Estep 
Score: -25023724.000000 Penalty: 6016.263672
	Iteration 39Q: 3 clusters Score -2.502372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -25023730.000000 Penalty: 6016.263672
	Iteration 40F: 3 clusters Score -2.502373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -25023738.000000 Penalty: 6016.263672
	Iteration 41Q: 3 clusters Score -2.502374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -25023748.000000 Penalty: 6016.263672
	Iteration 42Q: 3 clusters Score -2.502375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 183896 members 
Entering Unmasked Estep 
Score: -25023758.000000 Penalty: 6016.263672
	Iteration 43Q: 3 clusters Score -2.502376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -25023758.000000 Penalty: 6016.263672
	Iteration 44Q: 3 clusters Score -2.502376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -25023766.000000 Penalty: 6016.263672
	Iteration 45Q: 3 clusters Score -2.502377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -25023756.000000 Penalty: 6016.263672
	Iteration 46Q: 3 clusters Score -2.502376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 183915 members 
Entering Unmasked Estep 
Score: -25023762.000000 Penalty: 6016.263672
	Iteration 47Q: 3 clusters Score -2.502376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 183923 members 
Entering Unmasked Estep 
Score: -25023778.000000 Penalty: 6016.263672
	Iteration 48Q: 3 clusters Score -2.502378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 183926 members 
Entering Unmasked Estep 
Score: -25023766.000000 Penalty: 6016.263672
	Iteration 49Q: 3 clusters Score -2.502377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -25023762.000000 Penalty: 6016.263672
	Iteration 50Q: 3 clusters Score -2.502376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -25023766.000000 Penalty: 6016.263672
	Iteration 51Q: 3 clusters Score -2.502377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 183933 members 
Entering Unmasked Estep 
Score: -25023764.000000 Penalty: 6016.263672
	Iteration 52Q: 3 clusters Score -2.502376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -25023758.000000 Penalty: 6016.263672
	Iteration 53Q: 3 clusters Score -2.502376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -25023756.000000 Penalty: 6016.263672
	Iteration 54Q: 3 clusters Score -2.502376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25023758.000000 Penalty: 6016.263672
	Iteration 55Q: 3 clusters Score -2.502376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 183943 members 
Entering Unmasked Estep 
Score: -25023770.000000 Penalty: 6016.263672
	Iteration 56Q: 3 clusters Score -2.502377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -25023766.000000 Penalty: 6016.263672
	Iteration 57Q: 3 clusters Score -2.502377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 183944 members 
Entering Unmasked Estep 
Score: -25023780.000000 Penalty: 6016.263672
	Iteration 58Q: 3 clusters Score -2.502378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25023790.000000 Penalty: 6016.263672
	Iteration 59Q: 3 clusters Score -2.502379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25023784.000000 Penalty: 6016.263672
	Iteration 60F: 3 clusters Score -2.502378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25023772.000000 Penalty: 6016.263672
	Iteration 61Q: 3 clusters Score -2.502377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25023772.000000 Penalty: 6016.263672
	Iteration 62F: 3 clusters Score -2.502377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Entering Unmasked Estep 
Score: -5437281.500000 Penalty: 2628.386719
	Iteration 0F: 2 clusters Score -5437282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5410124.000000 Penalty: 5256.773438
	Iteration 0F: 3 clusters Score -5410124 nChanged 18351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -5420155.500000 Penalty: 5256.773438
	Iteration 1F: 3 clusters Score -5420156 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5420624.000000 Penalty: 5256.773438
	Iteration 2Q: 3 clusters Score -5420624 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5421026.500000 Penalty: 5256.773438
	Iteration 3Q: 3 clusters Score -5421026 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5421471.500000 Penalty: 5256.773438
	Iteration 4Q: 3 clusters Score -5421472 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5421922.500000 Penalty: 5256.773438
	Iteration 5Q: 3 clusters Score -5421922 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -5422502.500000 Penalty: 5256.773438
	Iteration 6Q: 3 clusters Score -5422502 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5423239.500000 Penalty: 5256.773438
	Iteration 7Q: 3 clusters Score -5423240 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -5424196.500000 Penalty: 5256.773438
	Iteration 8Q: 3 clusters Score -5424196 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5425280.000000 Penalty: 5256.773438
	Iteration 9F: 3 clusters Score -5425280 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -5426593.000000 Penalty: 5256.773438
	Iteration 10F: 3 clusters Score -5426593 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5428046.000000 Penalty: 5256.773438
	Iteration 11F: 3 clusters Score -5428046 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5429548.500000 Penalty: 5256.773438
	Iteration 12F: 3 clusters Score -5429548 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5430578.500000 Penalty: 5256.773438
	Iteration 13Q: 3 clusters Score -5430578 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5431210.500000 Penalty: 5256.773438
	Iteration 14Q: 3 clusters Score -5431210 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5431576.500000 Penalty: 5256.773438
	Iteration 15Q: 3 clusters Score -5431576 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5431842.000000 Penalty: 5256.773438
	Iteration 16Q: 3 clusters Score -5431842 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5432094.000000 Penalty: 5256.773438
	Iteration 17Q: 3 clusters Score -5432094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -5432280.500000 Penalty: 5256.773438
	Iteration 18Q: 3 clusters Score -5432280 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5432427.000000 Penalty: 5256.773438
	Iteration 19Q: 3 clusters Score -5432427 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -5432563.000000 Penalty: 5256.773438
	Iteration 20F: 3 clusters Score -5432563 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5432656.500000 Penalty: 5256.773438
	Iteration 21Q: 3 clusters Score -5432656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5432799.500000 Penalty: 5256.773438
	Iteration 22Q: 3 clusters Score -5432800 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5432951.500000 Penalty: 5256.773438
	Iteration 23Q: 3 clusters Score -5432952 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -5433096.500000 Penalty: 5256.773438
	Iteration 24Q: 3 clusters Score -5433096 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5433221.000000 Penalty: 5256.773438
	Iteration 25Q: 3 clusters Score -5433221 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5433356.000000 Penalty: 5256.773438
	Iteration 26Q: 3 clusters Score -5433356 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5433468.000000 Penalty: 5256.773438
	Iteration 27Q: 3 clusters Score -5433468 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -5433628.500000 Penalty: 5256.773438
	Iteration 28Q: 3 clusters Score -5433628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5433764.500000 Penalty: 5256.773438
	Iteration 29Q: 3 clusters Score -5433764 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -5433868.000000 Penalty: 5256.773438
	Iteration 30Q: 3 clusters Score -5433868 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5434024.000000 Penalty: 5256.773438
	Iteration 31Q: 3 clusters Score -5434024 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -5434132.000000 Penalty: 5256.773438
	Iteration 32Q: 3 clusters Score -5434132 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -5434303.500000 Penalty: 5256.773438
	Iteration 33Q: 3 clusters Score -5434304 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5434440.000000 Penalty: 5256.773438
	Iteration 34Q: 3 clusters Score -5434440 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5434531.500000 Penalty: 5256.773438
	Iteration 35Q: 3 clusters Score -5434532 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5434608.000000 Penalty: 5256.773438
	Iteration 36Q: 3 clusters Score -5434608 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5434717.000000 Penalty: 5256.773438
	Iteration 37Q: 3 clusters Score -5434717 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -5434812.000000 Penalty: 5256.773438
	Iteration 38Q: 3 clusters Score -5434812 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5434936.000000 Penalty: 5256.773438
	Iteration 39Q: 3 clusters Score -5434936 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5435039.000000 Penalty: 5256.773438
	Iteration 40F: 3 clusters Score -5435039 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5435118.500000 Penalty: 5256.773438
	Iteration 41Q: 3 clusters Score -5435118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5435213.500000 Penalty: 5256.773438
	Iteration 42Q: 3 clusters Score -5435214 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5435267.000000 Penalty: 5256.773438
	Iteration 43Q: 3 clusters Score -5435267 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5435332.000000 Penalty: 5256.773438
	Iteration 44Q: 3 clusters Score -5435332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5435392.000000 Penalty: 5256.773438
	Iteration 45Q: 3 clusters Score -5435392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5435433.500000 Penalty: 5256.773438
	Iteration 46Q: 3 clusters Score -5435434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5435480.000000 Penalty: 5256.773438
	Iteration 47Q: 3 clusters Score -5435480 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5435515.500000 Penalty: 5256.773438
	Iteration 48Q: 3 clusters Score -5435516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5435544.000000 Penalty: 5256.773438
	Iteration 49Q: 3 clusters Score -5435544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5435563.500000 Penalty: 5256.773438
	Iteration 50Q: 3 clusters Score -5435564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5435586.500000 Penalty: 5256.773438
	Iteration 51Q: 3 clusters Score -5435586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5435617.500000 Penalty: 5256.773438
	Iteration 52Q: 3 clusters Score -5435618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5435633.500000 Penalty: 5256.773438
	Iteration 53Q: 3 clusters Score -5435634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5435644.500000 Penalty: 5256.773438
	Iteration 54Q: 3 clusters Score -5435644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5435655.000000 Penalty: 5256.773438
	Iteration 55Q: 3 clusters Score -5435655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5435654.500000 Penalty: 5256.773438
	Iteration 56Q: 3 clusters Score -5435654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5435658.000000 Penalty: 5256.773438
	Iteration 57Q: 3 clusters Score -5435658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5435665.500000 Penalty: 5256.773438
	Iteration 58Q: 3 clusters Score -5435666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5435677.000000 Penalty: 5256.773438
	Iteration 59Q: 3 clusters Score -5435677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5435705.000000 Penalty: 5256.773438
	Iteration 60F: 3 clusters Score -5435705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5435712.500000 Penalty: 5256.773438
	Iteration 61Q: 3 clusters Score -5435712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5435737.000000 Penalty: 5256.773438
	Iteration 62Q: 3 clusters Score -5435737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5435771.000000 Penalty: 5256.773438
	Iteration 63Q: 3 clusters Score -5435771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5435783.000000 Penalty: 5256.773438
	Iteration 64Q: 3 clusters Score -5435783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5435804.000000 Penalty: 5256.773438
	Iteration 65Q: 3 clusters Score -5435804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5435810.500000 Penalty: 5256.773438
	Iteration 66Q: 3 clusters Score -5435810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5435821.000000 Penalty: 5256.773438
	Iteration 67Q: 3 clusters Score -5435821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5435824.000000 Penalty: 5256.773438
	Iteration 68Q: 3 clusters Score -5435824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5435818.500000 Penalty: 5256.773438
	Iteration 69Q: 3 clusters Score -5435818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5435815.500000 Penalty: 5256.773438
	Iteration 70Q: 3 clusters Score -5435816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5435820.500000 Penalty: 5256.773438
	Iteration 71Q: 3 clusters Score -5435820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5435821.500000 Penalty: 5256.773438
	Iteration 72Q: 3 clusters Score -5435822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5435820.500000 Penalty: 5256.773438
	Iteration 73Q: 3 clusters Score -5435820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5435823.000000 Penalty: 5256.773438
	Iteration 74Q: 3 clusters Score -5435823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5435828.000000 Penalty: 5256.773438
	Iteration 75Q: 3 clusters Score -5435828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5435828.500000 Penalty: 5256.773438
	Iteration 76Q: 3 clusters Score -5435828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5435825.000000 Penalty: 5256.773438
	Iteration 77Q: 3 clusters Score -5435825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5435830.000000 Penalty: 5256.773438
	Iteration 78Q: 3 clusters Score -5435830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5435831.500000 Penalty: 5256.773438
	Iteration 79Q: 3 clusters Score -5435832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5435829.500000 Penalty: 5256.773438
	Iteration 80F: 3 clusters Score -5435830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5435830.000000 Penalty: 5256.773438
	Iteration 81Q: 3 clusters Score -5435830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5435832.000000 Penalty: 5256.773438
	Iteration 82Q: 3 clusters Score -5435832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5435833.000000 Penalty: 5256.773438
	Iteration 83Q: 3 clusters Score -5435833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5435833.000000 Penalty: 5256.773438
	Iteration 84F: 3 clusters Score -5435833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (173852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173852 members 
Entering Unmasked Estep 
Score: -23440358.000000 Penalty: 2992.358154
	Iteration 0F: 2 clusters Score -2.344036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -23327122.000000 Penalty: 5984.716309
	Iteration 0F: 3 clusters Score -2.332712e+07 nChanged 83145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -23374728.000000 Penalty: 5984.716309
	Iteration 1F: 3 clusters Score -2.337473e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -23375406.000000 Penalty: 5984.716309
	Iteration 2Q: 3 clusters Score -2.337541e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -23376092.000000 Penalty: 5984.716309
	Iteration 3Q: 3 clusters Score -2.337609e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -23376926.000000 Penalty: 5984.716309
	Iteration 4Q: 3 clusters Score -2.337693e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -23377576.000000 Penalty: 5984.716309
	Iteration 5Q: 3 clusters Score -2.337758e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -23378338.000000 Penalty: 5984.716309
	Iteration 6Q: 3 clusters Score -2.337834e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -23379372.000000 Penalty: 5984.716309
	Iteration 7Q: 3 clusters Score -2.337937e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -23380688.000000 Penalty: 5984.716309
	Iteration 8Q: 3 clusters Score -2.338069e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -23382988.000000 Penalty: 5984.716309
	Iteration 9Q: 3 clusters Score -2.338299e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -23386622.000000 Penalty: 5984.716309
	Iteration 10Q: 3 clusters Score -2.338662e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -23392562.000000 Penalty: 5984.716309
	Iteration 11F: 3 clusters Score -2.339256e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -23400516.000000 Penalty: 5984.716309
	Iteration 12F: 3 clusters Score -2.340052e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -23408416.000000 Penalty: 5984.716309
	Iteration 13F: 3 clusters Score -2.340842e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -23412664.000000 Penalty: 5984.716309
	Iteration 14F: 3 clusters Score -2.341266e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -23414138.000000 Penalty: 5984.716309
	Iteration 15Q: 3 clusters Score -2.341414e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -23414710.000000 Penalty: 5984.716309
	Iteration 16Q: 3 clusters Score -2.341471e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -23415246.000000 Penalty: 5984.716309
	Iteration 17Q: 3 clusters Score -2.341525e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -23415628.000000 Penalty: 5984.716309
	Iteration 18Q: 3 clusters Score -2.341563e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -23416168.000000 Penalty: 5984.716309
	Iteration 19Q: 3 clusters Score -2.341617e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 110259 members 
Entering Unmasked Estep 
Score: -23416592.000000 Penalty: 5984.716309
	Iteration 20F: 3 clusters Score -2.341659e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 111644 members 
Entering Unmasked Estep 
Score: -23417098.000000 Penalty: 5984.716309
	Iteration 21Q: 3 clusters Score -2.34171e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -23417470.000000 Penalty: 5984.716309
	Iteration 22Q: 3 clusters Score -2.341747e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -23417874.000000 Penalty: 5984.716309
	Iteration 23Q: 3 clusters Score -2.341787e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -23418204.000000 Penalty: 5984.716309
	Iteration 24Q: 3 clusters Score -2.34182e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -23418552.000000 Penalty: 5984.716309
	Iteration 25Q: 3 clusters Score -2.341855e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -23418872.000000 Penalty: 5984.716309
	Iteration 26Q: 3 clusters Score -2.341887e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 120938 members 
Entering Unmasked Estep 
Score: -23419408.000000 Penalty: 5984.716309
	Iteration 27Q: 3 clusters Score -2.341941e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -23419892.000000 Penalty: 5984.716309
	Iteration 28Q: 3 clusters Score -2.341989e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 124644 members 
Entering Unmasked Estep 
Score: -23420426.000000 Penalty: 5984.716309
	Iteration 29Q: 3 clusters Score -2.342043e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -23420968.000000 Penalty: 5984.716309
	Iteration 30Q: 3 clusters Score -2.342097e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -23421610.000000 Penalty: 5984.716309
	Iteration 31Q: 3 clusters Score -2.342161e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
Score: -23422172.000000 Penalty: 5984.716309
	Iteration 32Q: 3 clusters Score -2.342217e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -23422780.000000 Penalty: 5984.716309
	Iteration 33Q: 3 clusters Score -2.342278e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -23423524.000000 Penalty: 5984.716309
	Iteration 34Q: 3 clusters Score -2.342352e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 138043 members 
Entering Unmasked Estep 
Score: -23424292.000000 Penalty: 5984.716309
	Iteration 35Q: 3 clusters Score -2.342429e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 140468 members 
Entering Unmasked Estep 
Score: -23425146.000000 Penalty: 5984.716309
	Iteration 36Q: 3 clusters Score -2.342515e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -23426010.000000 Penalty: 5984.716309
	Iteration 37Q: 3 clusters Score -2.342601e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -23426932.000000 Penalty: 5984.716309
	Iteration 38Q: 3 clusters Score -2.342693e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -23427856.000000 Penalty: 5984.716309
	Iteration 39Q: 3 clusters Score -2.342786e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -23428760.000000 Penalty: 5984.716309
	Iteration 40F: 3 clusters Score -2.342876e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -23429510.000000 Penalty: 5984.716309
	Iteration 41Q: 3 clusters Score -2.342951e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 155278 members 
Entering Unmasked Estep 
Score: -23430300.000000 Penalty: 5984.716309
	Iteration 42Q: 3 clusters Score -2.34303e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 157635 members 
Entering Unmasked Estep 
Score: -23431282.000000 Penalty: 5984.716309
	Iteration 43Q: 3 clusters Score -2.343128e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 159894 members 
Entering Unmasked Estep 
Score: -23432176.000000 Penalty: 5984.716309
	Iteration 44Q: 3 clusters Score -2.343218e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -23432988.000000 Penalty: 5984.716309
	Iteration 45Q: 3 clusters Score -2.343299e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -23433718.000000 Penalty: 5984.716309
	Iteration 46Q: 3 clusters Score -2.343372e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -23434508.000000 Penalty: 5984.716309
	Iteration 47Q: 3 clusters Score -2.343451e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 166532 members 
Entering Unmasked Estep 
Score: -23434990.000000 Penalty: 5984.716309
	Iteration 48Q: 3 clusters Score -2.343499e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -23435526.000000 Penalty: 5984.716309
	Iteration 49Q: 3 clusters Score -2.343553e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -23436040.000000 Penalty: 5984.716309
	Iteration 50Q: 3 clusters Score -2.343604e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -23436458.000000 Penalty: 5984.716309
	Iteration 51Q: 3 clusters Score -2.343646e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -23436824.000000 Penalty: 5984.716309
	Iteration 52Q: 3 clusters Score -2.343682e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -23437084.000000 Penalty: 5984.716309
	Iteration 53Q: 3 clusters Score -2.343708e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -23437216.000000 Penalty: 5984.716309
	Iteration 54Q: 3 clusters Score -2.343722e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -23437398.000000 Penalty: 5984.716309
	Iteration 55Q: 3 clusters Score -2.34374e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -23437426.000000 Penalty: 5984.716309
	Iteration 56Q: 3 clusters Score -2.343743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -23437516.000000 Penalty: 5984.716309
	Iteration 57Q: 3 clusters Score -2.343752e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -23437574.000000 Penalty: 5984.716309
	Iteration 58Q: 3 clusters Score -2.343757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -23437610.000000 Penalty: 5984.716309
	Iteration 59Q: 3 clusters Score -2.343761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 172092 members 
Entering Unmasked Estep 
Score: -23437638.000000 Penalty: 5984.716309
	Iteration 60F: 3 clusters Score -2.343764e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 172150 members 
Entering Unmasked Estep 
Score: -23437638.000000 Penalty: 5984.716309
	Iteration 61Q: 3 clusters Score -2.343764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 172209 members 
Entering Unmasked Estep 
Score: -23437696.000000 Penalty: 5984.716309
	Iteration 62Q: 3 clusters Score -2.34377e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -23437670.000000 Penalty: 5984.716309
	Iteration 63Q: 3 clusters Score -2.343767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -23437696.000000 Penalty: 5984.716309
	Iteration 64Q: 3 clusters Score -2.34377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -23437698.000000 Penalty: 5984.716309
	Iteration 65Q: 3 clusters Score -2.34377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -23437698.000000 Penalty: 5984.716309
	Iteration 66Q: 3 clusters Score -2.34377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 172379 members 
Entering Unmasked Estep 
Score: -23437730.000000 Penalty: 5984.716309
	Iteration 67Q: 3 clusters Score -2.343773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 172401 members 
Entering Unmasked Estep 
Score: -23437746.000000 Penalty: 5984.716309
	Iteration 68Q: 3 clusters Score -2.343775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -23437756.000000 Penalty: 5984.716309
	Iteration 69Q: 3 clusters Score -2.343776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -23437744.000000 Penalty: 5984.716309
	Iteration 70Q: 3 clusters Score -2.343774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -23437742.000000 Penalty: 5984.716309
	Iteration 71Q: 3 clusters Score -2.343774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -23437754.000000 Penalty: 5984.716309
	Iteration 72Q: 3 clusters Score -2.343775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -23437778.000000 Penalty: 5984.716309
	Iteration 73Q: 3 clusters Score -2.343778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -23437798.000000 Penalty: 5984.716309
	Iteration 74Q: 3 clusters Score -2.34378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -23437802.000000 Penalty: 5984.716309
	Iteration 75Q: 3 clusters Score -2.34378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -23437782.000000 Penalty: 5984.716309
	Iteration 76Q: 3 clusters Score -2.343778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -23437770.000000 Penalty: 5984.716309
	Iteration 77Q: 3 clusters Score -2.343777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -23437772.000000 Penalty: 5984.716309
	Iteration 78Q: 3 clusters Score -2.343777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 172580 members 
Entering Unmasked Estep 
Score: -23437772.000000 Penalty: 5984.716309
	Iteration 79Q: 3 clusters Score -2.343777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -23437774.000000 Penalty: 5984.716309
	Iteration 80F: 3 clusters Score -2.343777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -23437776.000000 Penalty: 5984.716309
	Iteration 81Q: 3 clusters Score -2.343778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 172590 members 
Entering Unmasked Estep 
Score: -23437778.000000 Penalty: 5984.716309
	Iteration 82Q: 3 clusters Score -2.343778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -23437778.000000 Penalty: 5984.716309
	Iteration 83Q: 3 clusters Score -2.343778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 172597 members 
Entering Unmasked Estep 
Score: -23437792.000000 Penalty: 5984.716309
	Iteration 84Q: 3 clusters Score -2.343779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 172601 members 
Entering Unmasked Estep 
Score: -23437788.000000 Penalty: 5984.716309
	Iteration 85Q: 3 clusters Score -2.343779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -23437776.000000 Penalty: 5984.716309
	Iteration 86Q: 3 clusters Score -2.343778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 172610 members 
Entering Unmasked Estep 
Score: -23437794.000000 Penalty: 5984.716309
	Iteration 87Q: 3 clusters Score -2.343779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 172619 members 
Entering Unmasked Estep 
Score: -23437836.000000 Penalty: 5984.716309
	Iteration 88Q: 3 clusters Score -2.343784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 172630 members 
Entering Unmasked Estep 
Score: -23437820.000000 Penalty: 5984.716309
	Iteration 89Q: 3 clusters Score -2.343782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -23437806.000000 Penalty: 5984.716309
	Iteration 90Q: 3 clusters Score -2.343781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -23437824.000000 Penalty: 5984.716309
	Iteration 91Q: 3 clusters Score -2.343782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 172656 members 
Entering Unmasked Estep 
Score: -23437824.000000 Penalty: 5984.716309
	Iteration 92Q: 3 clusters Score -2.343782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -23437822.000000 Penalty: 5984.716309
	Iteration 93Q: 3 clusters Score -2.343782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 172660 members 
Entering Unmasked Estep 
Score: -23437820.000000 Penalty: 5984.716309
	Iteration 94Q: 3 clusters Score -2.343782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 172666 members 
Entering Unmasked Estep 
Score: -23437828.000000 Penalty: 5984.716309
	Iteration 95Q: 3 clusters Score -2.343783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 172669 members 
Entering Unmasked Estep 
Score: -23437824.000000 Penalty: 5984.716309
	Iteration 96Q: 3 clusters Score -2.343782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -23437828.000000 Penalty: 5984.716309
	Iteration 97Q: 3 clusters Score -2.343783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -23437828.000000 Penalty: 5984.716309
	Iteration 98Q: 3 clusters Score -2.343783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -23437828.000000 Penalty: 5984.716309
	Iteration 99F: 3 clusters Score -2.343783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27118.949219 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27118.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27347.388672 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27347.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27428.416016 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27428.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27514.277344 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27514.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27576.833984 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27576.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27656.484375 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27656.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27677.775391 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27677.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27677.775391 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -27677.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -337583.500000 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -337583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -334621.312500 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -334621.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -335154.250000 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -335154.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -335292.281250 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -335292.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -335371.562500 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -335371.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -335414.812500 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -335414.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -335445.937500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -335445.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -335481.000000 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -335481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -335511.093750 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -335511.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -335532.968750 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -335533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -335548.031250 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -335548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -335558.593750 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -335558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -335568.125000 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -335568.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -335577.500000 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -335577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -335584.656250 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -335584.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -335595.500000 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -335595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -335604.375000 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -335604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -335612.343750 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -335612.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -335620.812500 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -335620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -335625.312500 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -335625.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -335633.062500 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -335633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -335639.250000 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -335639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -335643.531250 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -335643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335647.250000 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -335647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -335649.250000 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -335649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -335651.218750 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -335651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -335652.437500 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -335652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335655.500000 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -335655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335655.562500 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -335655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -335657.125000 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -335657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -335660.468750 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -335660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -335663.468750 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -335663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -335668.093750 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -335668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -335671.281250 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -335671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -335674.468750 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -335674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -335676.875000 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -335676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -335679.687500 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -335679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335681.781250 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -335681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -335681.750000 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -335681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -335681.750000 Penalty: 3888.013672
	Iteration 38Q: 3 clusters Score -335681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -335681.750000 Penalty: 3888.013672
	Iteration 39F: 3 clusters Score -335681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -180745.484375 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -180745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178571.281250 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -178571.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -179202.921875 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -179202.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179542.171875 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -179542.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179716.625000 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -179716.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -179844.968750 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -179845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179934.406250 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -179934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -179979.562500 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -179979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180012.609375 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -180012.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180045.359375 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -180045.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180077.171875 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -180077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180095.375000 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -180095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180107.312500 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -180107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180113.265625 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -180113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180122.859375 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -180122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180126.562500 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -180126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180131.171875 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -180131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180141.328125 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -180141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180150.031250 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -180150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180161.000000 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -180161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -180178.140625 Penalty: 3612.590332
	Iteration 19Q: 3 clusters Score -180178.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -180203.328125 Penalty: 3612.590332
	Iteration 20F: 3 clusters Score -180203.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180235.765625 Penalty: 3612.590332
	Iteration 21Q: 3 clusters Score -180235.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -180264.578125 Penalty: 3612.590332
	Iteration 22Q: 3 clusters Score -180264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180301.234375 Penalty: 3612.590332
	Iteration 23Q: 3 clusters Score -180301.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180364.250000 Penalty: 3612.590332
	Iteration 24Q: 3 clusters Score -180364.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -180446.453125 Penalty: 3612.590332
	Iteration 25Q: 3 clusters Score -180446.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180498.234375 Penalty: 3612.590332
	Iteration 26Q: 3 clusters Score -180498.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180535.281250 Penalty: 3612.590332
	Iteration 27Q: 3 clusters Score -180535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -180561.578125 Penalty: 3612.590332
	Iteration 28Q: 3 clusters Score -180561.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180587.296875 Penalty: 3612.590332
	Iteration 29Q: 3 clusters Score -180587.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -180600.843750 Penalty: 3612.590332
	Iteration 30Q: 3 clusters Score -180600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180603.250000 Penalty: 3612.590332
	Iteration 31Q: 3 clusters Score -180603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180603.250000 Penalty: 3612.590332
	Iteration 32F: 3 clusters Score -180603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (155713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Entering Unmasked Estep 
Score: -20819934.000000 Penalty: 2965.030762
	Iteration 0F: 2 clusters Score -2.081993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -20717946.000000 Penalty: 5930.061523
	Iteration 0F: 3 clusters Score -2.071795e+07 nChanged 74642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -20761444.000000 Penalty: 5930.061523
	Iteration 1F: 3 clusters Score -2.076144e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -20762632.000000 Penalty: 5930.061523
	Iteration 2Q: 3 clusters Score -2.076263e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -20764378.000000 Penalty: 5930.061523
	Iteration 3Q: 3 clusters Score -2.076438e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -20766574.000000 Penalty: 5930.061523
	Iteration 4Q: 3 clusters Score -2.076657e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -20769970.000000 Penalty: 5930.061523
	Iteration 5Q: 3 clusters Score -2.076997e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -20774416.000000 Penalty: 5930.061523
	Iteration 6F: 3 clusters Score -2.077442e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -20780342.000000 Penalty: 5930.061523
	Iteration 7F: 3 clusters Score -2.078034e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -20787796.000000 Penalty: 5930.061523
	Iteration 8F: 3 clusters Score -2.07878e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -20795822.000000 Penalty: 5930.061523
	Iteration 9F: 3 clusters Score -2.079582e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -20802368.000000 Penalty: 5930.061523
	Iteration 10F: 3 clusters Score -2.080237e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 108559 members 
Entering Unmasked Estep 
Score: -20805808.000000 Penalty: 5930.061523
	Iteration 11Q: 3 clusters Score -2.080581e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -20807562.000000 Penalty: 5930.061523
	Iteration 12Q: 3 clusters Score -2.080756e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -20808604.000000 Penalty: 5930.061523
	Iteration 13Q: 3 clusters Score -2.08086e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -20809434.000000 Penalty: 5930.061523
	Iteration 14Q: 3 clusters Score -2.080943e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -20810530.000000 Penalty: 5930.061523
	Iteration 15Q: 3 clusters Score -2.081053e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -20811468.000000 Penalty: 5930.061523
	Iteration 16Q: 3 clusters Score -2.081147e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -20812366.000000 Penalty: 5930.061523
	Iteration 17Q: 3 clusters Score -2.081237e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -20813152.000000 Penalty: 5930.061523
	Iteration 18Q: 3 clusters Score -2.081315e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -20813842.000000 Penalty: 5930.061523
	Iteration 19Q: 3 clusters Score -2.081384e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -20814546.000000 Penalty: 5930.061523
	Iteration 20F: 3 clusters Score -2.081455e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -20815210.000000 Penalty: 5930.061523
	Iteration 21Q: 3 clusters Score -2.081521e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 133035 members 
Entering Unmasked Estep 
Score: -20815720.000000 Penalty: 5930.061523
	Iteration 22Q: 3 clusters Score -2.081572e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -20816218.000000 Penalty: 5930.061523
	Iteration 23Q: 3 clusters Score -2.081622e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -20816664.000000 Penalty: 5930.061523
	Iteration 24Q: 3 clusters Score -2.081666e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -20816994.000000 Penalty: 5930.061523
	Iteration 25Q: 3 clusters Score -2.081699e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -20817368.000000 Penalty: 5930.061523
	Iteration 26Q: 3 clusters Score -2.081737e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 139825 members 
Entering Unmasked Estep 
Score: -20817642.000000 Penalty: 5930.061523
	Iteration 27Q: 3 clusters Score -2.081764e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -20817962.000000 Penalty: 5930.061523
	Iteration 28Q: 3 clusters Score -2.081796e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 141741 members 
Entering Unmasked Estep 
Score: -20818186.000000 Penalty: 5930.061523
	Iteration 29Q: 3 clusters Score -2.081819e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 142599 members 
Entering Unmasked Estep 
Score: -20818302.000000 Penalty: 5930.061523
	Iteration 30Q: 3 clusters Score -2.08183e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -20818502.000000 Penalty: 5930.061523
	Iteration 31Q: 3 clusters Score -2.08185e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -20818604.000000 Penalty: 5930.061523
	Iteration 32Q: 3 clusters Score -2.08186e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -20818706.000000 Penalty: 5930.061523
	Iteration 33Q: 3 clusters Score -2.081871e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -20818788.000000 Penalty: 5930.061523
	Iteration 34Q: 3 clusters Score -2.081879e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -20818874.000000 Penalty: 5930.061523
	Iteration 35Q: 3 clusters Score -2.081887e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -20818900.000000 Penalty: 5930.061523
	Iteration 36Q: 3 clusters Score -2.08189e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -20818976.000000 Penalty: 5930.061523
	Iteration 37Q: 3 clusters Score -2.081898e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 146956 members 
Entering Unmasked Estep 
Score: -20818974.000000 Penalty: 5930.061523
	Iteration 38Q: 3 clusters Score -2.081897e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -20818998.000000 Penalty: 5930.061523
	Iteration 39Q: 3 clusters Score -2.0819e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 147670 members 
Entering Unmasked Estep 
Score: -20819078.000000 Penalty: 5930.061523
	Iteration 40F: 3 clusters Score -2.081908e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -20819108.000000 Penalty: 5930.061523
	Iteration 41Q: 3 clusters Score -2.081911e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -20819148.000000 Penalty: 5930.061523
	Iteration 42Q: 3 clusters Score -2.081915e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -20819164.000000 Penalty: 5930.061523
	Iteration 43Q: 3 clusters Score -2.081916e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -20819186.000000 Penalty: 5930.061523
	Iteration 44Q: 3 clusters Score -2.081919e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -20819188.000000 Penalty: 5930.061523
	Iteration 45Q: 3 clusters Score -2.081919e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -20819224.000000 Penalty: 5930.061523
	Iteration 46Q: 3 clusters Score -2.081922e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 149091 members 
Entering Unmasked Estep 
Score: -20819196.000000 Penalty: 5930.061523
	Iteration 47Q: 3 clusters Score -2.08192e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 149214 members 
Entering Unmasked Estep 
Score: -20819236.000000 Penalty: 5930.061523
	Iteration 48Q: 3 clusters Score -2.081924e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -20819220.000000 Penalty: 5930.061523
	Iteration 49Q: 3 clusters Score -2.081922e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -20819222.000000 Penalty: 5930.061523
	Iteration 50Q: 3 clusters Score -2.081922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -20819226.000000 Penalty: 5930.061523
	Iteration 51Q: 3 clusters Score -2.081923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -20819242.000000 Penalty: 5930.061523
	Iteration 52Q: 3 clusters Score -2.081924e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -20819210.000000 Penalty: 5930.061523
	Iteration 53Q: 3 clusters Score -2.081921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -20819226.000000 Penalty: 5930.061523
	Iteration 54Q: 3 clusters Score -2.081923e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -20819228.000000 Penalty: 5930.061523
	Iteration 55Q: 3 clusters Score -2.081923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -20819234.000000 Penalty: 5930.061523
	Iteration 56Q: 3 clusters Score -2.081923e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 149861 members 
Entering Unmasked Estep 
Score: -20819240.000000 Penalty: 5930.061523
	Iteration 57Q: 3 clusters Score -2.081924e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -20819266.000000 Penalty: 5930.061523
	Iteration 58Q: 3 clusters Score -2.081927e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -20819256.000000 Penalty: 5930.061523
	Iteration 59Q: 3 clusters Score -2.081926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20819248.000000 Penalty: 5930.061523
	Iteration 60F: 3 clusters Score -2.081925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
Score: -20819270.000000 Penalty: 5930.061523
	Iteration 61Q: 3 clusters Score -2.081927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -20819262.000000 Penalty: 5930.061523
	Iteration 62Q: 3 clusters Score -2.081926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -20819252.000000 Penalty: 5930.061523
	Iteration 63Q: 3 clusters Score -2.081925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -20819258.000000 Penalty: 5930.061523
	Iteration 64Q: 3 clusters Score -2.081926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -20819272.000000 Penalty: 5930.061523
	Iteration 65Q: 3 clusters Score -2.081927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -20819288.000000 Penalty: 5930.061523
	Iteration 66Q: 3 clusters Score -2.081929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -20819290.000000 Penalty: 5930.061523
	Iteration 67Q: 3 clusters Score -2.081929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -20819310.000000 Penalty: 5930.061523
	Iteration 68Q: 3 clusters Score -2.081931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 150113 members 
Entering Unmasked Estep 
Score: -20819306.000000 Penalty: 5930.061523
	Iteration 69Q: 3 clusters Score -2.081931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -20819316.000000 Penalty: 5930.061523
	Iteration 70Q: 3 clusters Score -2.081932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -20819320.000000 Penalty: 5930.061523
	Iteration 71Q: 3 clusters Score -2.081932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -20819318.000000 Penalty: 5930.061523
	Iteration 72Q: 3 clusters Score -2.081932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 150183 members 
Entering Unmasked Estep 
Score: -20819326.000000 Penalty: 5930.061523
	Iteration 73Q: 3 clusters Score -2.081933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 150193 members 
Entering Unmasked Estep 
Score: -20819334.000000 Penalty: 5930.061523
	Iteration 74Q: 3 clusters Score -2.081933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -20819320.000000 Penalty: 5930.061523
	Iteration 75Q: 3 clusters Score -2.081932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 150222 members 
Entering Unmasked Estep 
Score: -20819314.000000 Penalty: 5930.061523
	Iteration 76Q: 3 clusters Score -2.081931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -20819310.000000 Penalty: 5930.061523
	Iteration 77Q: 3 clusters Score -2.081931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -20819314.000000 Penalty: 5930.061523
	Iteration 78Q: 3 clusters Score -2.081931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -20819302.000000 Penalty: 5930.061523
	Iteration 79Q: 3 clusters Score -2.08193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -20819328.000000 Penalty: 5930.061523
	Iteration 80F: 3 clusters Score -2.081933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 150306 members 
Entering Unmasked Estep 
Score: -20819318.000000 Penalty: 5930.061523
	Iteration 81Q: 3 clusters Score -2.081932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 150310 members 
Entering Unmasked Estep 
Score: -20819326.000000 Penalty: 5930.061523
	Iteration 82Q: 3 clusters Score -2.081933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -20819318.000000 Penalty: 5930.061523
	Iteration 83Q: 3 clusters Score -2.081932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -20819316.000000 Penalty: 5930.061523
	Iteration 84Q: 3 clusters Score -2.081932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -20819316.000000 Penalty: 5930.061523
	Iteration 85Q: 3 clusters Score -2.081932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -20819316.000000 Penalty: 5930.061523
	Iteration 86F: 3 clusters Score -2.081932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92088.375000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92088.38 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92391.593750 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92391.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92505.765625 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92505.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92572.843750 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92572.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92641.242188 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92641.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92746.617188 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92746.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92794.515625 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92794.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92821.929688 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92821.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92841.101562 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92853.890625 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92853.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92860.359375 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -92860.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92869.437500 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -92869.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92878.773438 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -92878.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92888.718750 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -92888.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92909.789062 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -92909.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92929.539062 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -92929.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92940.335938 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -92940.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92955.312500 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -92955.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92970.953125 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -92970.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92986.320312 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -92986.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93010.210938 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -93010.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93045.554688 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -93045.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93082.367188 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -93082.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93124.898438 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -93124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93157.109375 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -93157.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93204.140625 Penalty: 3304.913818
	Iteration 25Q: 3 clusters Score -93204.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93237.015625 Penalty: 3304.913818
	Iteration 26Q: 3 clusters Score -93237.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93253.507812 Penalty: 3304.913818
	Iteration 27Q: 3 clusters Score -93253.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93260.968750 Penalty: 3304.913818
	Iteration 28Q: 3 clusters Score -93260.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93267.414062 Penalty: 3304.913818
	Iteration 29Q: 3 clusters Score -93267.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93274.914062 Penalty: 3304.913818
	Iteration 30Q: 3 clusters Score -93274.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93279.226562 Penalty: 3304.913818
	Iteration 31Q: 3 clusters Score -93279.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93283.328125 Penalty: 3304.913818
	Iteration 32Q: 3 clusters Score -93283.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93292.031250 Penalty: 3304.913818
	Iteration 33Q: 3 clusters Score -93292.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93302.921875 Penalty: 3304.913818
	Iteration 34Q: 3 clusters Score -93302.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93313.304688 Penalty: 3304.913818
	Iteration 35Q: 3 clusters Score -93313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93324.914062 Penalty: 3304.913818
	Iteration 36Q: 3 clusters Score -93324.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93327.781250 Penalty: 3304.913818
	Iteration 37Q: 3 clusters Score -93327.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93332.656250 Penalty: 3304.913818
	Iteration 38Q: 3 clusters Score -93332.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93332.656250 Penalty: 3304.913818
	Iteration 39F: 3 clusters Score -93332.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -368944.781250 Penalty: 1976.572266
	Iteration 0F: 2 clusters Score -368944.8 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 1451 members 
Entering Unmasked Estep 
Score: -365807.593750 Penalty: 3953.144531
	Iteration 0F: 3 clusters Score -365807.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366409.656250 Penalty: 3953.144531
	Iteration 1F: 3 clusters Score -366409.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366545.281250 Penalty: 3953.144531
	Iteration 2F: 3 clusters Score -366545.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -366618.875000 Penalty: 3953.144531
	Iteration 3Q: 3 clusters Score -366618.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -366677.500000 Penalty: 3953.144531
	Iteration 4Q: 3 clusters Score -366677.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -366711.656250 Penalty: 3953.144531
	Iteration 5Q: 3 clusters Score -366711.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -366733.125000 Penalty: 3953.144531
	Iteration 6Q: 3 clusters Score -366733.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -366750.406250 Penalty: 3953.144531
	Iteration 7Q: 3 clusters Score -366750.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -366765.875000 Penalty: 3953.144531
	Iteration 8Q: 3 clusters Score -366765.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366782.187500 Penalty: 3953.144531
	Iteration 9Q: 3 clusters Score -366782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -366792.625000 Penalty: 3953.144531
	Iteration 10Q: 3 clusters Score -366792.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -366800.531250 Penalty: 3953.144531
	Iteration 11Q: 3 clusters Score -366800.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366810.343750 Penalty: 3953.144531
	Iteration 12Q: 3 clusters Score -366810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -366817.562500 Penalty: 3953.144531
	Iteration 13Q: 3 clusters Score -366817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -366825.750000 Penalty: 3953.144531
	Iteration 14Q: 3 clusters Score -366825.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -366831.843750 Penalty: 3953.144531
	Iteration 15Q: 3 clusters Score -366831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366836.562500 Penalty: 3953.144531
	Iteration 16Q: 3 clusters Score -366836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -366841.718750 Penalty: 3953.144531
	Iteration 17Q: 3 clusters Score -366841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366847.906250 Penalty: 3953.144531
	Iteration 18Q: 3 clusters Score -366847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -366853.500000 Penalty: 3953.144531
	Iteration 19Q: 3 clusters Score -366853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366858.593750 Penalty: 3953.144531
	Iteration 20F: 3 clusters Score -366858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -366861.437500 Penalty: 3953.144531
	Iteration 21Q: 3 clusters Score -366861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -366865.968750 Penalty: 3953.144531
	Iteration 22Q: 3 clusters Score -366866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -366870.531250 Penalty: 3953.144531
	Iteration 23Q: 3 clusters Score -366870.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -366877.937500 Penalty: 3953.144531
	Iteration 24Q: 3 clusters Score -366877.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -366882.343750 Penalty: 3953.144531
	Iteration 25Q: 3 clusters Score -366882.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366892.093750 Penalty: 3953.144531
	Iteration 26Q: 3 clusters Score -366892.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -366898.187500 Penalty: 3953.144531
	Iteration 27Q: 3 clusters Score -366898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -366900.968750 Penalty: 3953.144531
	Iteration 28Q: 3 clusters Score -366901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -366906.218750 Penalty: 3953.144531
	Iteration 29Q: 3 clusters Score -366906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -366910.687500 Penalty: 3953.144531
	Iteration 30Q: 3 clusters Score -366910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -366913.593750 Penalty: 3953.144531
	Iteration 31Q: 3 clusters Score -366913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -366917.250000 Penalty: 3953.144531
	Iteration 32Q: 3 clusters Score -366917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -366918.781250 Penalty: 3953.144531
	Iteration 33Q: 3 clusters Score -366918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366920.718750 Penalty: 3953.144531
	Iteration 34Q: 3 clusters Score -366920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -366921.218750 Penalty: 3953.144531
	Iteration 35Q: 3 clusters Score -366921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -366923.531250 Penalty: 3953.144531
	Iteration 36Q: 3 clusters Score -366923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366925.250000 Penalty: 3953.144531
	Iteration 37Q: 3 clusters Score -366925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366925.312500 Penalty: 3953.144531
	Iteration 38Q: 3 clusters Score -366925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -366925.843750 Penalty: 3953.144531
	Iteration 39Q: 3 clusters Score -366925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -366926.218750 Penalty: 3953.144531
	Iteration 40F: 3 clusters Score -366926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -366927.000000 Penalty: 3953.144531
	Iteration 41Q: 3 clusters Score -366927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -366927.156250 Penalty: 3953.144531
	Iteration 42Q: 3 clusters Score -366927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366927.781250 Penalty: 3953.144531
	Iteration 43Q: 3 clusters Score -366927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366927.781250 Penalty: 3953.144531
	Iteration 44F: 3 clusters Score -366927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Entering Unmasked Estep 
Score: -4389690.000000 Penalty: 2575.691162
	Iteration 0F: 2 clusters Score -4389690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4367363.500000 Penalty: 5151.382324
	Iteration 0F: 3 clusters Score -4367364 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4375358.000000 Penalty: 5151.382324
	Iteration 1F: 3 clusters Score -4375358 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4375819.000000 Penalty: 5151.382324
	Iteration 2Q: 3 clusters Score -4375819 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4376298.000000 Penalty: 5151.382324
	Iteration 3Q: 3 clusters Score -4376298 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4376917.500000 Penalty: 5151.382324
	Iteration 4Q: 3 clusters Score -4376918 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4377769.500000 Penalty: 5151.382324
	Iteration 5F: 3 clusters Score -4377770 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4379071.500000 Penalty: 5151.382324
	Iteration 6F: 3 clusters Score -4379072 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4380932.500000 Penalty: 5151.382324
	Iteration 7F: 3 clusters Score -4380932 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4383060.000000 Penalty: 5151.382324
	Iteration 8F: 3 clusters Score -4383060 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4384913.000000 Penalty: 5151.382324
	Iteration 9F: 3 clusters Score -4384913 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4386210.500000 Penalty: 5151.382324
	Iteration 10Q: 3 clusters Score -4386210 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4387035.000000 Penalty: 5151.382324
	Iteration 11Q: 3 clusters Score -4387035 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4387429.000000 Penalty: 5151.382324
	Iteration 12Q: 3 clusters Score -4387429 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4387596.000000 Penalty: 5151.382324
	Iteration 13Q: 3 clusters Score -4387596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4387674.000000 Penalty: 5151.382324
	Iteration 14Q: 3 clusters Score -4387674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4387707.500000 Penalty: 5151.382324
	Iteration 15Q: 3 clusters Score -4387708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4387735.500000 Penalty: 5151.382324
	Iteration 16Q: 3 clusters Score -4387736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4387742.000000 Penalty: 5151.382324
	Iteration 17Q: 3 clusters Score -4387742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4387746.000000 Penalty: 5151.382324
	Iteration 18Q: 3 clusters Score -4387746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4387746.500000 Penalty: 5151.382324
	Iteration 19Q: 3 clusters Score -4387746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4387751.000000 Penalty: 5151.382324
	Iteration 20F: 3 clusters Score -4387751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4387751.000000 Penalty: 5151.382324
	Iteration 21Q: 3 clusters Score -4387751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4387759.000000 Penalty: 5151.382324
	Iteration 22Q: 3 clusters Score -4387759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4387757.500000 Penalty: 5151.382324
	Iteration 23Q: 3 clusters Score -4387758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4387757.000000 Penalty: 5151.382324
	Iteration 24Q: 3 clusters Score -4387757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4387758.500000 Penalty: 5151.382324
	Iteration 25Q: 3 clusters Score -4387758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4387760.500000 Penalty: 5151.382324
	Iteration 26Q: 3 clusters Score -4387760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4387760.500000 Penalty: 5151.382324
	Iteration 27F: 3 clusters Score -4387760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Entering Unmasked Estep 
Score: -22752448.000000 Penalty: 2984.749023
	Iteration 0F: 2 clusters Score -2.275245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -22642260.000000 Penalty: 5969.498047
	Iteration 0F: 3 clusters Score -2.264226e+07 nChanged 80768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -22688976.000000 Penalty: 5969.498047
	Iteration 1F: 3 clusters Score -2.268898e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -22690074.000000 Penalty: 5969.498047
	Iteration 2Q: 3 clusters Score -2.269007e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -22691448.000000 Penalty: 5969.498047
	Iteration 3Q: 3 clusters Score -2.269145e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -22692964.000000 Penalty: 5969.498047
	Iteration 4Q: 3 clusters Score -2.269296e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -22695098.000000 Penalty: 5969.498047
	Iteration 5Q: 3 clusters Score -2.26951e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -22697672.000000 Penalty: 5969.498047
	Iteration 6Q: 3 clusters Score -2.269767e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -22701254.000000 Penalty: 5969.498047
	Iteration 7Q: 3 clusters Score -2.270125e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -22705834.000000 Penalty: 5969.498047
	Iteration 8F: 3 clusters Score -2.270583e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -22711668.000000 Penalty: 5969.498047
	Iteration 9F: 3 clusters Score -2.271167e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -22717852.000000 Penalty: 5969.498047
	Iteration 10F: 3 clusters Score -2.271785e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -22723626.000000 Penalty: 5969.498047
	Iteration 11F: 3 clusters Score -2.272363e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -22728212.000000 Penalty: 5969.498047
	Iteration 12Q: 3 clusters Score -2.272821e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -22731988.000000 Penalty: 5969.498047
	Iteration 13Q: 3 clusters Score -2.273199e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132190 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -22734378.000000 Penalty: 5969.498047
	Iteration 14Q: 3 clusters Score -2.273438e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135416 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -22736132.000000 Penalty: 5969.498047
	Iteration 15Q: 3 clusters Score -2.273613e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138486 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -22737672.000000 Penalty: 5969.498047
	Iteration 16Q: 3 clusters Score -2.273767e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -22739004.000000 Penalty: 5969.498047
	Iteration 17Q: 3 clusters Score -2.2739e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -22740260.000000 Penalty: 5969.498047
	Iteration 18Q: 3 clusters Score -2.274026e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -22741270.000000 Penalty: 5969.498047
	Iteration 19Q: 3 clusters Score -2.274127e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149201 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -22742248.000000 Penalty: 5969.498047
	Iteration 20F: 3 clusters Score -2.274225e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -22743174.000000 Penalty: 5969.498047
	Iteration 21Q: 3 clusters Score -2.274317e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153824 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -22743982.000000 Penalty: 5969.498047
	Iteration 22Q: 3 clusters Score -2.274398e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -22744728.000000 Penalty: 5969.498047
	Iteration 23Q: 3 clusters Score -2.274473e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -22745582.000000 Penalty: 5969.498047
	Iteration 24Q: 3 clusters Score -2.274558e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -22746280.000000 Penalty: 5969.498047
	Iteration 25Q: 3 clusters Score -2.274628e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -22747000.000000 Penalty: 5969.498047
	Iteration 26Q: 3 clusters Score -2.2747e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162313 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -22747536.000000 Penalty: 5969.498047
	Iteration 27Q: 3 clusters Score -2.274754e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -22747964.000000 Penalty: 5969.498047
	Iteration 28Q: 3 clusters Score -2.274796e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -22748348.000000 Penalty: 5969.498047
	Iteration 29Q: 3 clusters Score -2.274835e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22748686.000000 Penalty: 5969.498047
	Iteration 30Q: 3 clusters Score -2.274869e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -22748916.000000 Penalty: 5969.498047
	Iteration 31Q: 3 clusters Score -2.274892e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22749130.000000 Penalty: 5969.498047
	Iteration 32Q: 3 clusters Score -2.274913e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22749336.000000 Penalty: 5969.498047
	Iteration 33Q: 3 clusters Score -2.274934e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -22749444.000000 Penalty: 5969.498047
	Iteration 34Q: 3 clusters Score -2.274944e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22749518.000000 Penalty: 5969.498047
	Iteration 35Q: 3 clusters Score -2.274952e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22749592.000000 Penalty: 5969.498047
	Iteration 36Q: 3 clusters Score -2.274959e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22749598.000000 Penalty: 5969.498047
	Iteration 37Q: 3 clusters Score -2.27496e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -22749622.000000 Penalty: 5969.498047
	Iteration 38Q: 3 clusters Score -2.274962e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22749676.000000 Penalty: 5969.498047
	Iteration 39Q: 3 clusters Score -2.274968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22749652.000000 Penalty: 5969.498047
	Iteration 40F: 3 clusters Score -2.274965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167299 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22749734.000000 Penalty: 5969.498047
	Iteration 41Q: 3 clusters Score -2.274973e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22749736.000000 Penalty: 5969.498047
	Iteration 42Q: 3 clusters Score -2.274974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167363 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22749758.000000 Penalty: 5969.498047
	Iteration 43Q: 3 clusters Score -2.274976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22749774.000000 Penalty: 5969.498047
	Iteration 44Q: 3 clusters Score -2.274977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22749774.000000 Penalty: 5969.498047
	Iteration 45Q: 3 clusters Score -2.274977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22749770.000000 Penalty: 5969.498047
	Iteration 46Q: 3 clusters Score -2.274977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22749776.000000 Penalty: 5969.498047
	Iteration 47Q: 3 clusters Score -2.274978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22749792.000000 Penalty: 5969.498047
	Iteration 48Q: 3 clusters Score -2.274979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22749814.000000 Penalty: 5969.498047
	Iteration 49Q: 3 clusters Score -2.274981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22749812.000000 Penalty: 5969.498047
	Iteration 50Q: 3 clusters Score -2.274981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22749808.000000 Penalty: 5969.498047
	Iteration 51Q: 3 clusters Score -2.274981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22749822.000000 Penalty: 5969.498047
	Iteration 52Q: 3 clusters Score -2.274982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22749834.000000 Penalty: 5969.498047
	Iteration 53Q: 3 clusters Score -2.274983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22749838.000000 Penalty: 5969.498047
	Iteration 54Q: 3 clusters Score -2.274984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22749848.000000 Penalty: 5969.498047
	Iteration 55Q: 3 clusters Score -2.274985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22749856.000000 Penalty: 5969.498047
	Iteration 56Q: 3 clusters Score -2.274986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167566 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -22749856.000000 Penalty: 5969.498047
	Iteration 57Q: 3 clusters Score -2.274986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167571 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22749850.000000 Penalty: 5969.498047
	Iteration 58Q: 3 clusters Score -2.274985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22749868.000000 Penalty: 5969.498047
	Iteration 59Q: 3 clusters Score -2.274987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22749886.000000 Penalty: 5969.498047
	Iteration 60F: 3 clusters Score -2.274989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22749884.000000 Penalty: 5969.498047
	Iteration 61Q: 3 clusters Score -2.274988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167598 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22749872.000000 Penalty: 5969.498047
	Iteration 62Q: 3 clusters Score -2.274987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22749904.000000 Penalty: 5969.498047
	Iteration 63Q: 3 clusters Score -2.27499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22749906.000000 Penalty: 5969.498047
	Iteration 64Q: 3 clusters Score -2.274991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167620 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -22749922.000000 Penalty: 5969.498047
	Iteration 65Q: 3 clusters Score -2.274992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167628 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22749922.000000 Penalty: 5969.498047
	Iteration 66Q: 3 clusters Score -2.274992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22749922.000000 Penalty: 5969.498047
	Iteration 67Q: 3 clusters Score -2.274992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167635 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -22749930.000000 Penalty: 5969.498047
	Iteration 68Q: 3 clusters Score -2.274993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167640 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22749944.000000 Penalty: 5969.498047
	Iteration 69Q: 3 clusters Score -2.274994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22749940.000000 Penalty: 5969.498047
	Iteration 70Q: 3 clusters Score -2.274994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22749954.000000 Penalty: 5969.498047
	Iteration 71Q: 3 clusters Score -2.274995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -22749952.000000 Penalty: 5969.498047
	Iteration 72Q: 3 clusters Score -2.274995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -22749930.000000 Penalty: 5969.498047
	Iteration 73Q: 3 clusters Score -2.274993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22749936.000000 Penalty: 5969.498047
	Iteration 74Q: 3 clusters Score -2.274994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167659 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22749936.000000 Penalty: 5969.498047
	Iteration 75Q: 3 clusters Score -2.274994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22749942.000000 Penalty: 5969.498047
	Iteration 76Q: 3 clusters Score -2.274994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22749948.000000 Penalty: 5969.498047
	Iteration 77Q: 3 clusters Score -2.274995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167677 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22749952.000000 Penalty: 5969.498047
	Iteration 78Q: 3 clusters Score -2.274995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -22749942.000000 Penalty: 5969.498047
	Iteration 79Q: 3 clusters Score -2.274994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -22749944.000000 Penalty: 5969.498047
	Iteration 80F: 3 clusters Score -2.274994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22749958.000000 Penalty: 5969.498047
	Iteration 81Q: 3 clusters Score -2.274996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -22749948.000000 Penalty: 5969.498047
	Iteration 82Q: 3 clusters Score -2.274995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22749956.000000 Penalty: 5969.498047
	Iteration 83Q: 3 clusters Score -2.274996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167702 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22749970.000000 Penalty: 5969.498047
	Iteration 84Q: 3 clusters Score -2.274997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167703 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22749982.000000 Penalty: 5969.498047
	Iteration 85Q: 3 clusters Score -2.274998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167706 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22749988.000000 Penalty: 5969.498047
	Iteration 86Q: 3 clusters Score -2.274999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22749998.000000 Penalty: 5969.498047
	Iteration 87Q: 3 clusters Score -2.275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22749998.000000 Penalty: 5969.498047
	Iteration 88F: 3 clusters Score -2.275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (196607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196607 members 
Entering Unmasked Estep 
Score: -26333368.000000 Penalty: 3022.862549
	Iteration 0F: 2 clusters Score -2.633337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -26206112.000000 Penalty: 6045.725098
	Iteration 0F: 3 clusters Score -2.620611e+07 nChanged 94319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -26260964.000000 Penalty: 6045.725098
	Iteration 1F: 3 clusters Score -2.626096e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -26261634.000000 Penalty: 6045.725098
	Iteration 2Q: 3 clusters Score -2.626163e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -26262762.000000 Penalty: 6045.725098
	Iteration 3Q: 3 clusters Score -2.626276e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -26263920.000000 Penalty: 6045.725098
	Iteration 4Q: 3 clusters Score -2.626392e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -26265514.000000 Penalty: 6045.725098
	Iteration 5Q: 3 clusters Score -2.626551e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -26268568.000000 Penalty: 6045.725098
	Iteration 6Q: 3 clusters Score -2.626857e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -26273996.000000 Penalty: 6045.725098
	Iteration 7Q: 3 clusters Score -2.6274e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -26282582.000000 Penalty: 6045.725098
	Iteration 8F: 3 clusters Score -2.628258e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -26293818.000000 Penalty: 6045.725098
	Iteration 9F: 3 clusters Score -2.629382e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 128346 members 
Entering Unmasked Estep 
Score: -26302658.000000 Penalty: 6045.725098
	Iteration 10F: 3 clusters Score -2.630266e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -26306726.000000 Penalty: 6045.725098
	Iteration 11Q: 3 clusters Score -2.630673e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 134192 members 
Entering Unmasked Estep 
Score: -26308508.000000 Penalty: 6045.725098
	Iteration 12Q: 3 clusters Score -2.630851e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -26309538.000000 Penalty: 6045.725098
	Iteration 13Q: 3 clusters Score -2.630954e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -26310394.000000 Penalty: 6045.725098
	Iteration 14Q: 3 clusters Score -2.631039e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
Score: -26311212.000000 Penalty: 6045.725098
	Iteration 15Q: 3 clusters Score -2.631121e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -26311736.000000 Penalty: 6045.725098
	Iteration 16Q: 3 clusters Score -2.631174e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -26312312.000000 Penalty: 6045.725098
	Iteration 17Q: 3 clusters Score -2.631231e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -26313002.000000 Penalty: 6045.725098
	Iteration 18Q: 3 clusters Score -2.6313e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 150915 members 
Entering Unmasked Estep 
Score: -26313704.000000 Penalty: 6045.725098
	Iteration 19Q: 3 clusters Score -2.63137e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 153158 members 
Entering Unmasked Estep 
Score: -26314474.000000 Penalty: 6045.725098
	Iteration 20F: 3 clusters Score -2.631447e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -26315214.000000 Penalty: 6045.725098
	Iteration 21Q: 3 clusters Score -2.631521e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -26315716.000000 Penalty: 6045.725098
	Iteration 22Q: 3 clusters Score -2.631572e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -26316556.000000 Penalty: 6045.725098
	Iteration 23Q: 3 clusters Score -2.631656e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -26317314.000000 Penalty: 6045.725098
	Iteration 24Q: 3 clusters Score -2.631731e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -26317946.000000 Penalty: 6045.725098
	Iteration 25Q: 3 clusters Score -2.631795e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -26318558.000000 Penalty: 6045.725098
	Iteration 26Q: 3 clusters Score -2.631856e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -26319176.000000 Penalty: 6045.725098
	Iteration 27Q: 3 clusters Score -2.631918e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -26319968.000000 Penalty: 6045.725098
	Iteration 28Q: 3 clusters Score -2.631997e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -26320904.000000 Penalty: 6045.725098
	Iteration 29Q: 3 clusters Score -2.63209e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -26321874.000000 Penalty: 6045.725098
	Iteration 30Q: 3 clusters Score -2.632187e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -26322624.000000 Penalty: 6045.725098
	Iteration 31Q: 3 clusters Score -2.632262e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 179889 members 
Entering Unmasked Estep 
Score: -26323502.000000 Penalty: 6045.725098
	Iteration 32Q: 3 clusters Score -2.63235e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 181746 members 
Entering Unmasked Estep 
Score: -26324344.000000 Penalty: 6045.725098
	Iteration 33Q: 3 clusters Score -2.632434e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -26325150.000000 Penalty: 6045.725098
	Iteration 34Q: 3 clusters Score -2.632515e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 185120 members 
Entering Unmasked Estep 
Score: -26325832.000000 Penalty: 6045.725098
	Iteration 35Q: 3 clusters Score -2.632583e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 186660 members 
Entering Unmasked Estep 
Score: -26326692.000000 Penalty: 6045.725098
	Iteration 36Q: 3 clusters Score -2.632669e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 188038 members 
Entering Unmasked Estep 
Score: -26327272.000000 Penalty: 6045.725098
	Iteration 37Q: 3 clusters Score -2.632727e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 189208 members 
Entering Unmasked Estep 
Score: -26327816.000000 Penalty: 6045.725098
	Iteration 38Q: 3 clusters Score -2.632782e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 190198 members 
Entering Unmasked Estep 
Score: -26328258.000000 Penalty: 6045.725098
	Iteration 39Q: 3 clusters Score -2.632826e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 191070 members 
Entering Unmasked Estep 
Score: -26328692.000000 Penalty: 6045.725098
	Iteration 40F: 3 clusters Score -2.632869e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 191795 members 
Entering Unmasked Estep 
Score: -26329022.000000 Penalty: 6045.725098
	Iteration 41Q: 3 clusters Score -2.632902e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 192407 members 
Entering Unmasked Estep 
Score: -26329334.000000 Penalty: 6045.725098
	Iteration 42Q: 3 clusters Score -2.632933e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 192935 members 
Entering Unmasked Estep 
Score: -26329676.000000 Penalty: 6045.725098
	Iteration 43Q: 3 clusters Score -2.632968e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -26329996.000000 Penalty: 6045.725098
	Iteration 44Q: 3 clusters Score -2.633e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 193724 members 
Entering Unmasked Estep 
Score: -26330132.000000 Penalty: 6045.725098
	Iteration 45Q: 3 clusters Score -2.633013e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 194015 members 
Entering Unmasked Estep 
Score: -26330284.000000 Penalty: 6045.725098
	Iteration 46Q: 3 clusters Score -2.633028e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 194253 members 
Entering Unmasked Estep 
Score: -26330322.000000 Penalty: 6045.725098
	Iteration 47Q: 3 clusters Score -2.633032e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 194454 members 
Entering Unmasked Estep 
Score: -26330444.000000 Penalty: 6045.725098
	Iteration 48Q: 3 clusters Score -2.633044e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -26330518.000000 Penalty: 6045.725098
	Iteration 49Q: 3 clusters Score -2.633052e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 194694 members 
Entering Unmasked Estep 
Score: -26330510.000000 Penalty: 6045.725098
	Iteration 50Q: 3 clusters Score -2.633051e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 194777 members 
Entering Unmasked Estep 
Score: -26330536.000000 Penalty: 6045.725098
	Iteration 51Q: 3 clusters Score -2.633054e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -26330572.000000 Penalty: 6045.725098
	Iteration 52Q: 3 clusters Score -2.633057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
Score: -26330592.000000 Penalty: 6045.725098
	Iteration 53Q: 3 clusters Score -2.633059e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -26330608.000000 Penalty: 6045.725098
	Iteration 54Q: 3 clusters Score -2.633061e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -26330636.000000 Penalty: 6045.725098
	Iteration 55Q: 3 clusters Score -2.633064e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -26330670.000000 Penalty: 6045.725098
	Iteration 56Q: 3 clusters Score -2.633067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 195123 members 
Entering Unmasked Estep 
Score: -26330672.000000 Penalty: 6045.725098
	Iteration 57Q: 3 clusters Score -2.633067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 195147 members 
Entering Unmasked Estep 
Score: -26330700.000000 Penalty: 6045.725098
	Iteration 58Q: 3 clusters Score -2.63307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 195177 members 
Entering Unmasked Estep 
Score: -26330698.000000 Penalty: 6045.725098
	Iteration 59Q: 3 clusters Score -2.63307e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 195203 members 
Entering Unmasked Estep 
Score: -26330700.000000 Penalty: 6045.725098
	Iteration 60F: 3 clusters Score -2.63307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 195222 members 
Entering Unmasked Estep 
Score: -26330722.000000 Penalty: 6045.725098
	Iteration 61Q: 3 clusters Score -2.633072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -26330736.000000 Penalty: 6045.725098
	Iteration 62Q: 3 clusters Score -2.633074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 195247 members 
Entering Unmasked Estep 
Score: -26330742.000000 Penalty: 6045.725098
	Iteration 63Q: 3 clusters Score -2.633074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 195261 members 
Entering Unmasked Estep 
Score: -26330732.000000 Penalty: 6045.725098
	Iteration 64Q: 3 clusters Score -2.633073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 195271 members 
Entering Unmasked Estep 
Score: -26330728.000000 Penalty: 6045.725098
	Iteration 65Q: 3 clusters Score -2.633073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 195285 members 
Entering Unmasked Estep 
Score: -26330738.000000 Penalty: 6045.725098
	Iteration 66Q: 3 clusters Score -2.633074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -26330744.000000 Penalty: 6045.725098
	Iteration 67Q: 3 clusters Score -2.633074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 195306 members 
Entering Unmasked Estep 
Score: -26330758.000000 Penalty: 6045.725098
	Iteration 68Q: 3 clusters Score -2.633076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 195322 members 
Entering Unmasked Estep 
Score: -26330790.000000 Penalty: 6045.725098
	Iteration 69Q: 3 clusters Score -2.633079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 195335 members 
Entering Unmasked Estep 
Score: -26330774.000000 Penalty: 6045.725098
	Iteration 70Q: 3 clusters Score -2.633077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 195345 members 
Entering Unmasked Estep 
Score: -26330760.000000 Penalty: 6045.725098
	Iteration 71Q: 3 clusters Score -2.633076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 195359 members 
Entering Unmasked Estep 
Score: -26330754.000000 Penalty: 6045.725098
	Iteration 72Q: 3 clusters Score -2.633075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 195370 members 
Entering Unmasked Estep 
Score: -26330764.000000 Penalty: 6045.725098
	Iteration 73Q: 3 clusters Score -2.633076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 195380 members 
Entering Unmasked Estep 
Score: -26330756.000000 Penalty: 6045.725098
	Iteration 74Q: 3 clusters Score -2.633076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -26330780.000000 Penalty: 6045.725098
	Iteration 75Q: 3 clusters Score -2.633078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -26330762.000000 Penalty: 6045.725098
	Iteration 76Q: 3 clusters Score -2.633076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -26330764.000000 Penalty: 6045.725098
	Iteration 77Q: 3 clusters Score -2.633076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -26330780.000000 Penalty: 6045.725098
	Iteration 78Q: 3 clusters Score -2.633078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 195401 members 
Entering Unmasked Estep 
Score: -26330766.000000 Penalty: 6045.725098
	Iteration 79Q: 3 clusters Score -2.633077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 195404 members 
Entering Unmasked Estep 
Score: -26330778.000000 Penalty: 6045.725098
	Iteration 80F: 3 clusters Score -2.633078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 195408 members 
Entering Unmasked Estep 
Score: -26330786.000000 Penalty: 6045.725098
	Iteration 81Q: 3 clusters Score -2.633079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 195412 members 
Entering Unmasked Estep 
Score: -26330780.000000 Penalty: 6045.725098
	Iteration 82Q: 3 clusters Score -2.633078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 195421 members 
Entering Unmasked Estep 
Score: -26330798.000000 Penalty: 6045.725098
	Iteration 83Q: 3 clusters Score -2.63308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 195427 members 
Entering Unmasked Estep 
Score: -26330796.000000 Penalty: 6045.725098
	Iteration 84Q: 3 clusters Score -2.63308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 195430 members 
Entering Unmasked Estep 
Score: -26330780.000000 Penalty: 6045.725098
	Iteration 85Q: 3 clusters Score -2.633078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 195430 members 
Entering Unmasked Estep 
Score: -26330780.000000 Penalty: 6045.725098
	Iteration 86F: 3 clusters Score -2.633078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Entering Unmasked Estep 
Score: -7466669.500000 Penalty: 2706.964355
	Iteration 0F: 2 clusters Score -7466670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -7429569.500000 Penalty: 5413.928711
	Iteration 0F: 3 clusters Score -7429570 nChanged 25574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -7443923.500000 Penalty: 5413.928711
	Iteration 1F: 3 clusters Score -7443924 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -7444685.000000 Penalty: 5413.928711
	Iteration 2Q: 3 clusters Score -7444685 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -7445527.500000 Penalty: 5413.928711
	Iteration 3Q: 3 clusters Score -7445528 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7446519.000000 Penalty: 5413.928711
	Iteration 4Q: 3 clusters Score -7446519 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -7447819.000000 Penalty: 5413.928711
	Iteration 5Q: 3 clusters Score -7447819 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -7449478.500000 Penalty: 5413.928711
	Iteration 6F: 3 clusters Score -7449478 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -7451666.000000 Penalty: 5413.928711
	Iteration 7F: 3 clusters Score -7451666 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -7454048.500000 Penalty: 5413.928711
	Iteration 8F: 3 clusters Score -7454048 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -7456138.000000 Penalty: 5413.928711
	Iteration 9F: 3 clusters Score -7456138 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7457512.000000 Penalty: 5413.928711
	Iteration 10Q: 3 clusters Score -7457512 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7458103.000000 Penalty: 5413.928711
	Iteration 11Q: 3 clusters Score -7458103 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7458415.500000 Penalty: 5413.928711
	Iteration 12Q: 3 clusters Score -7458416 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7458616.500000 Penalty: 5413.928711
	Iteration 13Q: 3 clusters Score -7458616 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7458751.000000 Penalty: 5413.928711
	Iteration 14Q: 3 clusters Score -7458751 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -7458842.500000 Penalty: 5413.928711
	Iteration 15Q: 3 clusters Score -7458842 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -7458914.000000 Penalty: 5413.928711
	Iteration 16Q: 3 clusters Score -7458914 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -7459032.000000 Penalty: 5413.928711
	Iteration 17Q: 3 clusters Score -7459032 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -7459172.000000 Penalty: 5413.928711
	Iteration 18Q: 3 clusters Score -7459172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -7459272.500000 Penalty: 5413.928711
	Iteration 19Q: 3 clusters Score -7459272 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -7459356.500000 Penalty: 5413.928711
	Iteration 20F: 3 clusters Score -7459356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -7459455.500000 Penalty: 5413.928711
	Iteration 21Q: 3 clusters Score -7459456 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -7459535.500000 Penalty: 5413.928711
	Iteration 22Q: 3 clusters Score -7459536 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -7459640.000000 Penalty: 5413.928711
	Iteration 23Q: 3 clusters Score -7459640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -7459749.500000 Penalty: 5413.928711
	Iteration 24Q: 3 clusters Score -7459750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -7459857.500000 Penalty: 5413.928711
	Iteration 25Q: 3 clusters Score -7459858 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -7459903.500000 Penalty: 5413.928711
	Iteration 26Q: 3 clusters Score -7459904 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7460010.000000 Penalty: 5413.928711
	Iteration 27Q: 3 clusters Score -7460010 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -7460061.500000 Penalty: 5413.928711
	Iteration 28Q: 3 clusters Score -7460062 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -7460143.500000 Penalty: 5413.928711
	Iteration 29Q: 3 clusters Score -7460144 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -7460265.500000 Penalty: 5413.928711
	Iteration 30Q: 3 clusters Score -7460266 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -7460358.500000 Penalty: 5413.928711
	Iteration 31Q: 3 clusters Score -7460358 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -7460451.000000 Penalty: 5413.928711
	Iteration 32Q: 3 clusters Score -7460451 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -7460563.000000 Penalty: 5413.928711
	Iteration 33Q: 3 clusters Score -7460563 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -7460648.000000 Penalty: 5413.928711
	Iteration 34Q: 3 clusters Score -7460648 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -7460758.000000 Penalty: 5413.928711
	Iteration 35Q: 3 clusters Score -7460758 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -7460865.000000 Penalty: 5413.928711
	Iteration 36Q: 3 clusters Score -7460865 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7460999.500000 Penalty: 5413.928711
	Iteration 37Q: 3 clusters Score -7461000 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -7461121.500000 Penalty: 5413.928711
	Iteration 38Q: 3 clusters Score -7461122 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -7461238.500000 Penalty: 5413.928711
	Iteration 39Q: 3 clusters Score -7461238 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7461383.000000 Penalty: 5413.928711
	Iteration 40F: 3 clusters Score -7461383 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -7461524.500000 Penalty: 5413.928711
	Iteration 41Q: 3 clusters Score -7461524 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -7461712.000000 Penalty: 5413.928711
	Iteration 42Q: 3 clusters Score -7461712 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -7461876.500000 Penalty: 5413.928711
	Iteration 43Q: 3 clusters Score -7461876 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -7462061.000000 Penalty: 5413.928711
	Iteration 44Q: 3 clusters Score -7462061 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -7462233.500000 Penalty: 5413.928711
	Iteration 45Q: 3 clusters Score -7462234 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7462417.500000 Penalty: 5413.928711
	Iteration 46Q: 3 clusters Score -7462418 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -7462633.000000 Penalty: 5413.928711
	Iteration 47Q: 3 clusters Score -7462633 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7462839.000000 Penalty: 5413.928711
	Iteration 48Q: 3 clusters Score -7462839 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7462994.000000 Penalty: 5413.928711
	Iteration 49Q: 3 clusters Score -7462994 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7463152.500000 Penalty: 5413.928711
	Iteration 50Q: 3 clusters Score -7463152 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -7463308.500000 Penalty: 5413.928711
	Iteration 51Q: 3 clusters Score -7463308 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7463474.000000 Penalty: 5413.928711
	Iteration 52Q: 3 clusters Score -7463474 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -7463580.000000 Penalty: 5413.928711
	Iteration 53Q: 3 clusters Score -7463580 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7463674.000000 Penalty: 5413.928711
	Iteration 54Q: 3 clusters Score -7463674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7463778.000000 Penalty: 5413.928711
	Iteration 55Q: 3 clusters Score -7463778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7463881.500000 Penalty: 5413.928711
	Iteration 56Q: 3 clusters Score -7463882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7463938.500000 Penalty: 5413.928711
	Iteration 57Q: 3 clusters Score -7463938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7464008.000000 Penalty: 5413.928711
	Iteration 58Q: 3 clusters Score -7464008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7464046.000000 Penalty: 5413.928711
	Iteration 59Q: 3 clusters Score -7464046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7464120.500000 Penalty: 5413.928711
	Iteration 60F: 3 clusters Score -7464120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7464148.500000 Penalty: 5413.928711
	Iteration 61Q: 3 clusters Score -7464148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7464181.500000 Penalty: 5413.928711
	Iteration 62Q: 3 clusters Score -7464182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7464200.000000 Penalty: 5413.928711
	Iteration 63Q: 3 clusters Score -7464200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7464218.000000 Penalty: 5413.928711
	Iteration 64Q: 3 clusters Score -7464218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7464259.500000 Penalty: 5413.928711
	Iteration 65Q: 3 clusters Score -7464260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7464295.000000 Penalty: 5413.928711
	Iteration 66Q: 3 clusters Score -7464295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7464316.500000 Penalty: 5413.928711
	Iteration 67Q: 3 clusters Score -7464316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7464335.500000 Penalty: 5413.928711
	Iteration 68Q: 3 clusters Score -7464336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7464342.500000 Penalty: 5413.928711
	Iteration 69Q: 3 clusters Score -7464342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7464352.500000 Penalty: 5413.928711
	Iteration 70Q: 3 clusters Score -7464352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7464376.500000 Penalty: 5413.928711
	Iteration 71Q: 3 clusters Score -7464376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7464376.000000 Penalty: 5413.928711
	Iteration 72Q: 3 clusters Score -7464376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7464399.000000 Penalty: 5413.928711
	Iteration 73Q: 3 clusters Score -7464399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7464401.000000 Penalty: 5413.928711
	Iteration 74Q: 3 clusters Score -7464401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7464404.500000 Penalty: 5413.928711
	Iteration 75Q: 3 clusters Score -7464404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7464410.500000 Penalty: 5413.928711
	Iteration 76Q: 3 clusters Score -7464410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7464416.000000 Penalty: 5413.928711
	Iteration 77Q: 3 clusters Score -7464416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7464425.000000 Penalty: 5413.928711
	Iteration 78Q: 3 clusters Score -7464425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7464429.500000 Penalty: 5413.928711
	Iteration 79Q: 3 clusters Score -7464430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7464443.000000 Penalty: 5413.928711
	Iteration 80F: 3 clusters Score -7464443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7464440.000000 Penalty: 5413.928711
	Iteration 81Q: 3 clusters Score -7464440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7464449.500000 Penalty: 5413.928711
	Iteration 82Q: 3 clusters Score -7464450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7464451.000000 Penalty: 5413.928711
	Iteration 83Q: 3 clusters Score -7464451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7464456.500000 Penalty: 5413.928711
	Iteration 84Q: 3 clusters Score -7464456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7464469.000000 Penalty: 5413.928711
	Iteration 85Q: 3 clusters Score -7464469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7464480.000000 Penalty: 5413.928711
	Iteration 86Q: 3 clusters Score -7464480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7464477.500000 Penalty: 5413.928711
	Iteration 87Q: 3 clusters Score -7464478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7464471.500000 Penalty: 5413.928711
	Iteration 88Q: 3 clusters Score -7464472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7464476.000000 Penalty: 5413.928711
	Iteration 89Q: 3 clusters Score -7464476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7464476.000000 Penalty: 5413.928711
	Iteration 90F: 3 clusters Score -7464476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 115119 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16616 members 
Mstep: Class 8 contains 150622 members 
Mstep: Class 9 contains 185269 members 
Mstep: Class 10 contains 40068 members 
Mstep: Class 11 contains 173852 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155713 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32398 members 
Mstep: Class 19 contains 168599 members 
Mstep: Class 20 contains 196607 members 
Mstep: Class 22 contains 55005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341504.000000 Penalty: 73593.648438
Iteration 199Q: 22 clusters Score -1.803415e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 115127 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16621 members 
Mstep: Class 8 contains 150533 members 
Mstep: Class 9 contains 185316 members 
Mstep: Class 10 contains 40078 members 
Mstep: Class 11 contains 173858 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155791 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32400 members 
Mstep: Class 19 contains 168690 members 
Mstep: Class 20 contains 196372 members 
Mstep: Class 22 contains 55020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341600.000000 Penalty: 73593.648438
Iteration 200F: 22 clusters Score -1.803416e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 115145 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 150442 members 
Mstep: Class 9 contains 185388 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 173861 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155851 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32406 members 
Mstep: Class 19 contains 168780 members 
Mstep: Class 20 contains 196132 members 
Mstep: Class 22 contains 55035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341312.000000 Penalty: 73593.648438
Iteration 201Q: 22 clusters Score -1.803413e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 6659 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 115154 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 150291 members 
Mstep: Class 9 contains 185487 members 
Mstep: Class 10 contains 40122 members 
Mstep: Class 11 contains 173871 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155923 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 32414 members 
Mstep: Class 19 contains 168848 members 
Mstep: Class 20 contains 195928 members 
Mstep: Class 22 contains 55038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341104.000000 Penalty: 73593.648438
Iteration 202Q: 22 clusters Score -1.803411e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 115142 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 8 contains 150213 members 
Mstep: Class 9 contains 185588 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 11 contains 173887 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 155968 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 32419 members 
Mstep: Class 19 contains 168881 members 
Mstep: Class 20 contains 195726 members 
Mstep: Class 22 contains 55056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340768.000000 Penalty: 73593.648438
Iteration 203Q: 22 clusters Score -1.803408e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 115142 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 8 contains 150133 members 
Mstep: Class 9 contains 185657 members 
Mstep: Class 10 contains 40166 members 
Mstep: Class 11 contains 173932 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156040 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 32432 members 
Mstep: Class 19 contains 168920 members 
Mstep: Class 20 contains 195514 members 
Mstep: Class 22 contains 55065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340688.000000 Penalty: 73593.648438
Iteration 204Q: 22 clusters Score -1.803407e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 115157 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16647 members 
Mstep: Class 8 contains 150095 members 
Mstep: Class 9 contains 185717 members 
Mstep: Class 10 contains 40184 members 
Mstep: Class 11 contains 173960 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156079 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 32442 members 
Mstep: Class 19 contains 168953 members 
Mstep: Class 20 contains 195300 members 
Mstep: Class 22 contains 55084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340400.000000 Penalty: 73593.648438
Iteration 205Q: 22 clusters Score -1.803404e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 115175 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 150047 members 
Mstep: Class 9 contains 185773 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 174020 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156122 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 32460 members 
Mstep: Class 19 contains 168999 members 
Mstep: Class 20 contains 195062 members 
Mstep: Class 22 contains 55095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340368.000000 Penalty: 73593.648438
Iteration 206Q: 22 clusters Score -1.803404e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 115207 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16657 members 
Mstep: Class 8 contains 150001 members 
Mstep: Class 9 contains 185813 members 
Mstep: Class 10 contains 40205 members 
Mstep: Class 11 contains 174069 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156164 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 32472 members 
Mstep: Class 19 contains 169071 members 
Mstep: Class 20 contains 194808 members 
Mstep: Class 22 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340256.000000 Penalty: 73593.648438
Iteration 207Q: 22 clusters Score -1.803403e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 115232 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16666 members 
Mstep: Class 8 contains 149995 members 
Mstep: Class 9 contains 185836 members 
Mstep: Class 10 contains 40214 members 
Mstep: Class 11 contains 174093 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156194 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 32484 members 
Mstep: Class 19 contains 169131 members 
Mstep: Class 20 contains 194599 members 
Mstep: Class 22 contains 55133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340384.000000 Penalty: 73593.648438
Iteration 208Q: 22 clusters Score -1.803404e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 115270 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16680 members 
Mstep: Class 8 contains 149957 members 
Mstep: Class 9 contains 185876 members 
Mstep: Class 10 contains 40226 members 
Mstep: Class 11 contains 174134 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156203 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 32489 members 
Mstep: Class 19 contains 169161 members 
Mstep: Class 20 contains 194417 members 
Mstep: Class 22 contains 55155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340032.000000 Penalty: 73593.648438
Iteration 209Q: 22 clusters Score -1.8034e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 115286 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16694 members 
Mstep: Class 8 contains 149933 members 
Mstep: Class 9 contains 185919 members 
Mstep: Class 10 contains 40248 members 
Mstep: Class 11 contains 174180 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156221 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 32492 members 
Mstep: Class 19 contains 169203 members 
Mstep: Class 20 contains 194216 members 
Mstep: Class 22 contains 55169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339808.000000 Penalty: 73593.648438
Iteration 210Q: 22 clusters Score -1.803398e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 115295 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16699 members 
Mstep: Class 8 contains 149904 members 
Mstep: Class 9 contains 185947 members 
Mstep: Class 10 contains 40264 members 
Mstep: Class 11 contains 174255 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156286 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 32494 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 193971 members 
Mstep: Class 22 contains 55193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339520.000000 Penalty: 73593.648438
Iteration 211Q: 22 clusters Score -1.803395e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 6690 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 115318 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 149890 members 
Mstep: Class 9 contains 185995 members 
Mstep: Class 10 contains 40273 members 
Mstep: Class 11 contains 174316 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156356 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 32502 members 
Mstep: Class 19 contains 169241 members 
Mstep: Class 20 contains 193687 members 
Mstep: Class 22 contains 55210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339296.000000 Penalty: 73593.648438
Iteration 212Q: 22 clusters Score -1.803393e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 115331 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16709 members 
Mstep: Class 8 contains 149854 members 
Mstep: Class 9 contains 186036 members 
Mstep: Class 10 contains 40285 members 
Mstep: Class 11 contains 174397 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156429 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 32511 members 
Mstep: Class 19 contains 169239 members 
Mstep: Class 20 contains 193444 members 
Mstep: Class 22 contains 55224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339344.000000 Penalty: 73593.648438
Iteration 213Q: 22 clusters Score -1.803393e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 115334 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16714 members 
Mstep: Class 8 contains 149837 members 
Mstep: Class 9 contains 186087 members 
Mstep: Class 10 contains 40302 members 
Mstep: Class 11 contains 174479 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156513 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 32511 members 
Mstep: Class 19 contains 169250 members 
Mstep: Class 20 contains 193130 members 
Mstep: Class 22 contains 55247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339696.000000 Penalty: 73593.648438
Iteration 214Q: 22 clusters Score -1.803397e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 6714 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 115354 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16723 members 
Mstep: Class 8 contains 149862 members 
Mstep: Class 9 contains 186124 members 
Mstep: Class 10 contains 40312 members 
Mstep: Class 11 contains 174537 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156574 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 32526 members 
Mstep: Class 19 contains 169274 members 
Mstep: Class 20 contains 192794 members 
Mstep: Class 22 contains 55281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339376.000000 Penalty: 73593.648438
Iteration 215Q: 22 clusters Score -1.803394e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 115363 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16733 members 
Mstep: Class 8 contains 149882 members 
Mstep: Class 9 contains 186162 members 
Mstep: Class 10 contains 40323 members 
Mstep: Class 11 contains 174603 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156628 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 169298 members 
Mstep: Class 20 contains 192478 members 
Mstep: Class 22 contains 55304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339360.000000 Penalty: 73593.648438
Iteration 216Q: 22 clusters Score -1.803394e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 115368 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16732 members 
Mstep: Class 8 contains 149904 members 
Mstep: Class 9 contains 186194 members 
Mstep: Class 10 contains 40333 members 
Mstep: Class 11 contains 174649 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156729 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 32563 members 
Mstep: Class 19 contains 169320 members 
Mstep: Class 20 contains 192188 members 
Mstep: Class 22 contains 55327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338880.000000 Penalty: 73593.648438
Iteration 217Q: 22 clusters Score -1.803389e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 6743 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 115376 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16739 members 
Mstep: Class 8 contains 149902 members 
Mstep: Class 9 contains 186203 members 
Mstep: Class 10 contains 40349 members 
Mstep: Class 11 contains 174672 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156813 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 19 contains 169359 members 
Mstep: Class 20 contains 191951 members 
Mstep: Class 22 contains 55341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339216.000000 Penalty: 73593.648438
Iteration 218Q: 22 clusters Score -1.803392e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 115395 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16747 members 
Mstep: Class 8 contains 149887 members 
Mstep: Class 9 contains 186210 members 
Mstep: Class 10 contains 40362 members 
Mstep: Class 11 contains 174722 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156891 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 169386 members 
Mstep: Class 20 contains 191715 members 
Mstep: Class 22 contains 55355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339216.000000 Penalty: 73593.648438
Iteration 219Q: 22 clusters Score -1.803392e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 115418 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16748 members 
Mstep: Class 8 contains 149863 members 
Mstep: Class 9 contains 186259 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 174726 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 156961 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 169425 members 
Mstep: Class 20 contains 191481 members 
Mstep: Class 22 contains 55380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339088.000000 Penalty: 73593.648438
Iteration 220F: 22 clusters Score -1.803391e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 115445 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16756 members 
Mstep: Class 8 contains 149803 members 
Mstep: Class 9 contains 186306 members 
Mstep: Class 10 contains 40392 members 
Mstep: Class 11 contains 174728 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157035 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 169463 members 
Mstep: Class 20 contains 191253 members 
Mstep: Class 22 contains 55401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338944.000000 Penalty: 73593.648438
Iteration 221Q: 22 clusters Score -1.803389e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115462 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 149776 members 
Mstep: Class 9 contains 186361 members 
Mstep: Class 10 contains 40411 members 
Mstep: Class 11 contains 174744 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157104 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 32605 members 
Mstep: Class 19 contains 169489 members 
Mstep: Class 20 contains 191043 members 
Mstep: Class 22 contains 55417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339040.000000 Penalty: 73593.648438
Iteration 222Q: 22 clusters Score -1.80339e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 6804 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115488 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 149769 members 
Mstep: Class 9 contains 186415 members 
Mstep: Class 10 contains 40430 members 
Mstep: Class 11 contains 174733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157156 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 169516 members 
Mstep: Class 20 contains 190829 members 
Mstep: Class 22 contains 55435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338848.000000 Penalty: 73593.648438
Iteration 223Q: 22 clusters Score -1.803388e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115525 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16767 members 
Mstep: Class 8 contains 149788 members 
Mstep: Class 9 contains 186449 members 
Mstep: Class 10 contains 40442 members 
Mstep: Class 11 contains 174733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157223 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 32656 members 
Mstep: Class 19 contains 169540 members 
Mstep: Class 20 contains 190583 members 
Mstep: Class 22 contains 55450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338512.000000 Penalty: 73593.648438
Iteration 224Q: 22 clusters Score -1.803385e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115542 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16776 members 
Mstep: Class 8 contains 149797 members 
Mstep: Class 9 contains 186489 members 
Mstep: Class 10 contains 40457 members 
Mstep: Class 11 contains 174749 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157308 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 32677 members 
Mstep: Class 19 contains 169537 members 
Mstep: Class 20 contains 190355 members 
Mstep: Class 22 contains 55468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338384.000000 Penalty: 73593.648438
Iteration 225Q: 22 clusters Score -1.803384e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115558 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 149827 members 
Mstep: Class 9 contains 186529 members 
Mstep: Class 10 contains 40477 members 
Mstep: Class 11 contains 174792 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157375 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 32692 members 
Mstep: Class 19 contains 169543 members 
Mstep: Class 20 contains 190102 members 
Mstep: Class 22 contains 55473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338000.000000 Penalty: 73593.648438
Iteration 226Q: 22 clusters Score -1.80338e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 6752 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115580 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16801 members 
Mstep: Class 8 contains 149803 members 
Mstep: Class 9 contains 186566 members 
Mstep: Class 10 contains 40490 members 
Mstep: Class 11 contains 174834 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157417 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 32707 members 
Mstep: Class 19 contains 169564 members 
Mstep: Class 20 contains 189890 members 
Mstep: Class 22 contains 55489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337536.000000 Penalty: 73593.648438
Iteration 227Q: 22 clusters Score -1.803375e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115616 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16802 members 
Mstep: Class 8 contains 149786 members 
Mstep: Class 9 contains 186594 members 
Mstep: Class 10 contains 40511 members 
Mstep: Class 11 contains 174875 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157460 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 32721 members 
Mstep: Class 19 contains 169578 members 
Mstep: Class 20 contains 189662 members 
Mstep: Class 22 contains 55510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337600.000000 Penalty: 73593.648438
Iteration 228Q: 22 clusters Score -1.803376e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 6760 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115644 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16807 members 
Mstep: Class 8 contains 149781 members 
Mstep: Class 9 contains 186636 members 
Mstep: Class 10 contains 40526 members 
Mstep: Class 11 contains 174893 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157519 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 18 contains 32754 members 
Mstep: Class 19 contains 169581 members 
Mstep: Class 20 contains 189418 members 
Mstep: Class 22 contains 55523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337408.000000 Penalty: 73593.648438
Iteration 229Q: 22 clusters Score -1.803374e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 6777 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115680 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16807 members 
Mstep: Class 8 contains 149794 members 
Mstep: Class 9 contains 186674 members 
Mstep: Class 10 contains 40550 members 
Mstep: Class 11 contains 174911 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157580 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 32786 members 
Mstep: Class 19 contains 169613 members 
Mstep: Class 20 contains 189117 members 
Mstep: Class 22 contains 55538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337584.000000 Penalty: 73593.648438
Iteration 230Q: 22 clusters Score -1.803376e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 115719 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16814 members 
Mstep: Class 8 contains 149767 members 
Mstep: Class 9 contains 186738 members 
Mstep: Class 10 contains 40577 members 
Mstep: Class 11 contains 174924 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157653 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 32808 members 
Mstep: Class 19 contains 169659 members 
Mstep: Class 20 contains 188811 members 
Mstep: Class 22 contains 55544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337776.000000 Penalty: 73593.648438
Iteration 231Q: 22 clusters Score -1.803378e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 115732 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16824 members 
Mstep: Class 8 contains 149728 members 
Mstep: Class 9 contains 186774 members 
Mstep: Class 10 contains 40589 members 
Mstep: Class 11 contains 174957 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157719 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 32821 members 
Mstep: Class 19 contains 169707 members 
Mstep: Class 20 contains 188560 members 
Mstep: Class 22 contains 55554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337312.000000 Penalty: 73593.648438
Iteration 232Q: 22 clusters Score -1.803373e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 115749 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16838 members 
Mstep: Class 8 contains 149731 members 
Mstep: Class 9 contains 186822 members 
Mstep: Class 10 contains 40597 members 
Mstep: Class 11 contains 174995 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157784 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 32838 members 
Mstep: Class 19 contains 169729 members 
Mstep: Class 20 contains 188278 members 
Mstep: Class 22 contains 55566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337136.000000 Penalty: 73593.648438
Iteration 233Q: 22 clusters Score -1.803371e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 6861 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 115756 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16859 members 
Mstep: Class 8 contains 149735 members 
Mstep: Class 9 contains 186885 members 
Mstep: Class 10 contains 40622 members 
Mstep: Class 11 contains 175031 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157842 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 32849 members 
Mstep: Class 19 contains 169767 members 
Mstep: Class 20 contains 187973 members 
Mstep: Class 22 contains 55572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337168.000000 Penalty: 73593.648438
Iteration 234Q: 22 clusters Score -1.803372e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 6884 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 115745 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16865 members 
Mstep: Class 8 contains 149757 members 
Mstep: Class 9 contains 186936 members 
Mstep: Class 10 contains 40651 members 
Mstep: Class 11 contains 175056 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 157917 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 32859 members 
Mstep: Class 19 contains 169796 members 
Mstep: Class 20 contains 187659 members 
Mstep: Class 22 contains 55589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337104.000000 Penalty: 73593.648438
Iteration 235Q: 22 clusters Score -1.803371e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 115737 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16866 members 
Mstep: Class 8 contains 149795 members 
Mstep: Class 9 contains 186973 members 
Mstep: Class 10 contains 40676 members 
Mstep: Class 11 contains 175094 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158000 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 169821 members 
Mstep: Class 20 contains 187378 members 
Mstep: Class 22 contains 55597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336880.000000 Penalty: 73593.648438
Iteration 236Q: 22 clusters Score -1.803369e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 115736 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 149831 members 
Mstep: Class 9 contains 187025 members 
Mstep: Class 10 contains 40704 members 
Mstep: Class 11 contains 175135 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158100 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 169848 members 
Mstep: Class 20 contains 187048 members 
Mstep: Class 22 contains 55608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336640.000000 Penalty: 73593.648438
Iteration 237Q: 22 clusters Score -1.803366e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 115756 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16886 members 
Mstep: Class 8 contains 149862 members 
Mstep: Class 9 contains 187068 members 
Mstep: Class 10 contains 40741 members 
Mstep: Class 11 contains 175153 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158184 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 32901 members 
Mstep: Class 19 contains 169880 members 
Mstep: Class 20 contains 186719 members 
Mstep: Class 22 contains 55619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336896.000000 Penalty: 73593.648438
Iteration 238Q: 22 clusters Score -1.803369e+08 nChanged 1235
Entering ConstructFrom: 
Score: -180336896.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (62270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Entering Unmasked Estep 
Score: -8099159.000000 Penalty: 2737.730225
	Iteration 0F: 2 clusters Score -8099159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -8057225.000000 Penalty: 5475.460449
	Iteration 0F: 3 clusters Score -8057225 nChanged 29030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -8073324.000000 Penalty: 5475.460449
	Iteration 1F: 3 clusters Score -8073324 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -8073813.500000 Penalty: 5475.460449
	Iteration 2Q: 3 clusters Score -8073814 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8074230.000000 Penalty: 5475.460449
	Iteration 3Q: 3 clusters Score -8074230 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -8074722.000000 Penalty: 5475.460449
	Iteration 4Q: 3 clusters Score -8074722 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -8075245.500000 Penalty: 5475.460449
	Iteration 5Q: 3 clusters Score -8075246 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8075914.000000 Penalty: 5475.460449
	Iteration 6Q: 3 clusters Score -8075914 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -8076735.500000 Penalty: 5475.460449
	Iteration 7Q: 3 clusters Score -8076736 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8077952.500000 Penalty: 5475.460449
	Iteration 8Q: 3 clusters Score -8077952 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8079574.000000 Penalty: 5475.460449
	Iteration 9Q: 3 clusters Score -8079574 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8081695.000000 Penalty: 5475.460449
	Iteration 10F: 3 clusters Score -8081695 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8084124.500000 Penalty: 5475.460449
	Iteration 11F: 3 clusters Score -8084124 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8086021.500000 Penalty: 5475.460449
	Iteration 12F: 3 clusters Score -8086022 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8087180.500000 Penalty: 5475.460449
	Iteration 13Q: 3 clusters Score -8087180 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8087854.500000 Penalty: 5475.460449
	Iteration 14Q: 3 clusters Score -8087854 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8088373.500000 Penalty: 5475.460449
	Iteration 15Q: 3 clusters Score -8088374 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -8088861.000000 Penalty: 5475.460449
	Iteration 16Q: 3 clusters Score -8088861 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -8089372.000000 Penalty: 5475.460449
	Iteration 17Q: 3 clusters Score -8089372 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -8089878.500000 Penalty: 5475.460449
	Iteration 18Q: 3 clusters Score -8089878 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -8090423.000000 Penalty: 5475.460449
	Iteration 19Q: 3 clusters Score -8090423 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -8091057.000000 Penalty: 5475.460449
	Iteration 20F: 3 clusters Score -8091057 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -8091721.000000 Penalty: 5475.460449
	Iteration 21Q: 3 clusters Score -8091721 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -8092430.500000 Penalty: 5475.460449
	Iteration 22Q: 3 clusters Score -8092430 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8093169.500000 Penalty: 5475.460449
	Iteration 23Q: 3 clusters Score -8093170 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -8093857.500000 Penalty: 5475.460449
	Iteration 24Q: 3 clusters Score -8093858 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -8094507.000000 Penalty: 5475.460449
	Iteration 25Q: 3 clusters Score -8094507 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -8095132.000000 Penalty: 5475.460449
	Iteration 26Q: 3 clusters Score -8095132 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -8095641.500000 Penalty: 5475.460449
	Iteration 27Q: 3 clusters Score -8095642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8095989.000000 Penalty: 5475.460449
	Iteration 28Q: 3 clusters Score -8095989 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -8096248.500000 Penalty: 5475.460449
	Iteration 29Q: 3 clusters Score -8096248 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -8096406.500000 Penalty: 5475.460449
	Iteration 30Q: 3 clusters Score -8096406 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -8096530.500000 Penalty: 5475.460449
	Iteration 31Q: 3 clusters Score -8096530 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8096601.500000 Penalty: 5475.460449
	Iteration 32Q: 3 clusters Score -8096602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -8096668.000000 Penalty: 5475.460449
	Iteration 33Q: 3 clusters Score -8096668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8096696.500000 Penalty: 5475.460449
	Iteration 34Q: 3 clusters Score -8096696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -8096727.500000 Penalty: 5475.460449
	Iteration 35Q: 3 clusters Score -8096728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -8096749.000000 Penalty: 5475.460449
	Iteration 36Q: 3 clusters Score -8096749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -8096780.000000 Penalty: 5475.460449
	Iteration 37Q: 3 clusters Score -8096780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -8096798.000000 Penalty: 5475.460449
	Iteration 38Q: 3 clusters Score -8096798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8096815.500000 Penalty: 5475.460449
	Iteration 39Q: 3 clusters Score -8096816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -8096833.500000 Penalty: 5475.460449
	Iteration 40F: 3 clusters Score -8096834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8096853.500000 Penalty: 5475.460449
	Iteration 41Q: 3 clusters Score -8096854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -8096871.000000 Penalty: 5475.460449
	Iteration 42Q: 3 clusters Score -8096871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -8096884.000000 Penalty: 5475.460449
	Iteration 43Q: 3 clusters Score -8096884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8096891.000000 Penalty: 5475.460449
	Iteration 44Q: 3 clusters Score -8096891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -8096895.500000 Penalty: 5475.460449
	Iteration 45Q: 3 clusters Score -8096896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -8096903.500000 Penalty: 5475.460449
	Iteration 46Q: 3 clusters Score -8096904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -8096910.000000 Penalty: 5475.460449
	Iteration 47Q: 3 clusters Score -8096910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -8096911.500000 Penalty: 5475.460449
	Iteration 48Q: 3 clusters Score -8096912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -8096900.000000 Penalty: 5475.460449
	Iteration 49Q: 3 clusters Score -8096900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8096901.000000 Penalty: 5475.460449
	Iteration 50Q: 3 clusters Score -8096901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -8096907.500000 Penalty: 5475.460449
	Iteration 51Q: 3 clusters Score -8096908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -8096905.500000 Penalty: 5475.460449
	Iteration 52Q: 3 clusters Score -8096906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -8096906.000000 Penalty: 5475.460449
	Iteration 53Q: 3 clusters Score -8096906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -8096913.500000 Penalty: 5475.460449
	Iteration 54Q: 3 clusters Score -8096914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -8096908.000000 Penalty: 5475.460449
	Iteration 55Q: 3 clusters Score -8096908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -8096913.000000 Penalty: 5475.460449
	Iteration 56Q: 3 clusters Score -8096913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8096912.000000 Penalty: 5475.460449
	Iteration 57Q: 3 clusters Score -8096912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -8096918.000000 Penalty: 5475.460449
	Iteration 58Q: 3 clusters Score -8096918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8096917.000000 Penalty: 5475.460449
	Iteration 59Q: 3 clusters Score -8096917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -8096915.500000 Penalty: 5475.460449
	Iteration 60F: 3 clusters Score -8096916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8096920.000000 Penalty: 5475.460449
	Iteration 61Q: 3 clusters Score -8096920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8096920.000000 Penalty: 5475.460449
	Iteration 62F: 3 clusters Score -8096920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -929464.687500 Penalty: 2191.672852
	Iteration 0F: 2 clusters Score -929464.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -923696.937500 Penalty: 4383.345703
	Iteration 0F: 3 clusters Score -923696.9 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -925194.875000 Penalty: 4383.345703
	Iteration 1F: 3 clusters Score -925194.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -925412.500000 Penalty: 4383.345703
	Iteration 2F: 3 clusters Score -925412.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -925543.375000 Penalty: 4383.345703
	Iteration 3Q: 3 clusters Score -925543.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -925625.625000 Penalty: 4383.345703
	Iteration 4Q: 3 clusters Score -925625.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -925698.187500 Penalty: 4383.345703
	Iteration 5Q: 3 clusters Score -925698.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -925763.187500 Penalty: 4383.345703
	Iteration 6Q: 3 clusters Score -925763.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -925806.125000 Penalty: 4383.345703
	Iteration 7Q: 3 clusters Score -925806.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -925851.187500 Penalty: 4383.345703
	Iteration 8Q: 3 clusters Score -925851.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -925892.062500 Penalty: 4383.345703
	Iteration 9Q: 3 clusters Score -925892.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -925928.875000 Penalty: 4383.345703
	Iteration 10Q: 3 clusters Score -925928.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -925963.250000 Penalty: 4383.345703
	Iteration 11Q: 3 clusters Score -925963.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -925995.625000 Penalty: 4383.345703
	Iteration 12Q: 3 clusters Score -925995.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -926016.062500 Penalty: 4383.345703
	Iteration 13Q: 3 clusters Score -926016.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -926039.500000 Penalty: 4383.345703
	Iteration 14Q: 3 clusters Score -926039.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -926054.625000 Penalty: 4383.345703
	Iteration 15Q: 3 clusters Score -926054.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -926067.812500 Penalty: 4383.345703
	Iteration 16Q: 3 clusters Score -926067.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -926085.062500 Penalty: 4383.345703
	Iteration 17Q: 3 clusters Score -926085.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -926102.875000 Penalty: 4383.345703
	Iteration 18Q: 3 clusters Score -926102.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -926128.500000 Penalty: 4383.345703
	Iteration 19Q: 3 clusters Score -926128.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -926160.062500 Penalty: 4383.345703
	Iteration 20F: 3 clusters Score -926160.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -926185.625000 Penalty: 4383.345703
	Iteration 21Q: 3 clusters Score -926185.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -926213.625000 Penalty: 4383.345703
	Iteration 22Q: 3 clusters Score -926213.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -926246.687500 Penalty: 4383.345703
	Iteration 23Q: 3 clusters Score -926246.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -926284.375000 Penalty: 4383.345703
	Iteration 24Q: 3 clusters Score -926284.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -926335.562500 Penalty: 4383.345703
	Iteration 25Q: 3 clusters Score -926335.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -926391.812500 Penalty: 4383.345703
	Iteration 26Q: 3 clusters Score -926391.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -926443.125000 Penalty: 4383.345703
	Iteration 27Q: 3 clusters Score -926443.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -926510.062500 Penalty: 4383.345703
	Iteration 28Q: 3 clusters Score -926510.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -926581.312500 Penalty: 4383.345703
	Iteration 29Q: 3 clusters Score -926581.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -926650.937500 Penalty: 4383.345703
	Iteration 30Q: 3 clusters Score -926650.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -926732.875000 Penalty: 4383.345703
	Iteration 31Q: 3 clusters Score -926732.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -926804.375000 Penalty: 4383.345703
	Iteration 32Q: 3 clusters Score -926804.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -926873.250000 Penalty: 4383.345703
	Iteration 33Q: 3 clusters Score -926873.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -926940.312500 Penalty: 4383.345703
	Iteration 34Q: 3 clusters Score -926940.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -927002.125000 Penalty: 4383.345703
	Iteration 35Q: 3 clusters Score -927002.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -927048.875000 Penalty: 4383.345703
	Iteration 36Q: 3 clusters Score -927048.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -927087.875000 Penalty: 4383.345703
	Iteration 37Q: 3 clusters Score -927087.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -927120.625000 Penalty: 4383.345703
	Iteration 38Q: 3 clusters Score -927120.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -927156.250000 Penalty: 4383.345703
	Iteration 39Q: 3 clusters Score -927156.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -927190.437500 Penalty: 4383.345703
	Iteration 40F: 3 clusters Score -927190.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -927218.687500 Penalty: 4383.345703
	Iteration 41Q: 3 clusters Score -927218.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -927240.375000 Penalty: 4383.345703
	Iteration 42Q: 3 clusters Score -927240.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -927259.187500 Penalty: 4383.345703
	Iteration 43Q: 3 clusters Score -927259.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -927275.812500 Penalty: 4383.345703
	Iteration 44Q: 3 clusters Score -927275.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -927285.812500 Penalty: 4383.345703
	Iteration 45Q: 3 clusters Score -927285.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -927296.062500 Penalty: 4383.345703
	Iteration 46Q: 3 clusters Score -927296.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -927305.500000 Penalty: 4383.345703
	Iteration 47Q: 3 clusters Score -927305.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -927306.312500 Penalty: 4383.345703
	Iteration 48Q: 3 clusters Score -927306.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -927312.750000 Penalty: 4383.345703
	Iteration 49Q: 3 clusters Score -927312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -927316.500000 Penalty: 4383.345703
	Iteration 50Q: 3 clusters Score -927316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -927319.812500 Penalty: 4383.345703
	Iteration 51Q: 3 clusters Score -927319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -927324.312500 Penalty: 4383.345703
	Iteration 52Q: 3 clusters Score -927324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -927327.062500 Penalty: 4383.345703
	Iteration 53Q: 3 clusters Score -927327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -927330.375000 Penalty: 4383.345703
	Iteration 54Q: 3 clusters Score -927330.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -927333.125000 Penalty: 4383.345703
	Iteration 55Q: 3 clusters Score -927333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -927336.312500 Penalty: 4383.345703
	Iteration 56Q: 3 clusters Score -927336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -927340.875000 Penalty: 4383.345703
	Iteration 57Q: 3 clusters Score -927340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -927341.687500 Penalty: 4383.345703
	Iteration 58Q: 3 clusters Score -927341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -927343.812500 Penalty: 4383.345703
	Iteration 59Q: 3 clusters Score -927343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -927348.000000 Penalty: 4383.345703
	Iteration 60F: 3 clusters Score -927348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -927349.937500 Penalty: 4383.345703
	Iteration 61Q: 3 clusters Score -927349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -927349.375000 Penalty: 4383.345703
	Iteration 62Q: 3 clusters Score -927349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -927352.000000 Penalty: 4383.345703
	Iteration 63Q: 3 clusters Score -927352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -927351.937500 Penalty: 4383.345703
	Iteration 64Q: 3 clusters Score -927351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -927351.937500 Penalty: 4383.345703
	Iteration 65F: 3 clusters Score -927351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -506951.468750 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -506951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -503031.968750 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -503032 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -503948.218750 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -503948.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -504177.093750 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -504177.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -504354.500000 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -504354.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -504496.750000 Penalty: 4111.112793
	Iteration 4Q: 3 clusters Score -504496.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -504603.781250 Penalty: 4111.112793
	Iteration 5Q: 3 clusters Score -504603.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -504690.875000 Penalty: 4111.112793
	Iteration 6Q: 3 clusters Score -504690.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -504769.437500 Penalty: 4111.112793
	Iteration 7Q: 3 clusters Score -504769.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -504834.562500 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -504834.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -504890.750000 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -504890.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -504938.218750 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -504938.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -504982.406250 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -504982.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -505023.468750 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -505023.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -505061.750000 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -505061.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -505104.156250 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -505104.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -505157.812500 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -505157.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -505209.000000 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -505209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -505261.500000 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -505261.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -505319.000000 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -505319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -505363.750000 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -505363.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -505394.937500 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -505394.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -505423.593750 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -505423.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -505446.875000 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -505446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -505459.093750 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -505459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -505468.062500 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -505468.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -505477.343750 Penalty: 4111.112793
	Iteration 25Q: 3 clusters Score -505477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -505483.062500 Penalty: 4111.112793
	Iteration 26Q: 3 clusters Score -505483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -505488.812500 Penalty: 4111.112793
	Iteration 27Q: 3 clusters Score -505488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -505496.781250 Penalty: 4111.112793
	Iteration 28Q: 3 clusters Score -505496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -505505.812500 Penalty: 4111.112793
	Iteration 29Q: 3 clusters Score -505505.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -505517.812500 Penalty: 4111.112793
	Iteration 30Q: 3 clusters Score -505517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -505525.062500 Penalty: 4111.112793
	Iteration 31Q: 3 clusters Score -505525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -505532.937500 Penalty: 4111.112793
	Iteration 32Q: 3 clusters Score -505532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -505541.187500 Penalty: 4111.112793
	Iteration 33Q: 3 clusters Score -505541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -505546.937500 Penalty: 4111.112793
	Iteration 34Q: 3 clusters Score -505546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -505551.187500 Penalty: 4111.112793
	Iteration 35Q: 3 clusters Score -505551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -505554.718750 Penalty: 4111.112793
	Iteration 36Q: 3 clusters Score -505554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -505555.156250 Penalty: 4111.112793
	Iteration 37Q: 3 clusters Score -505555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -505557.968750 Penalty: 4111.112793
	Iteration 38Q: 3 clusters Score -505558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -505559.625000 Penalty: 4111.112793
	Iteration 39Q: 3 clusters Score -505559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -505561.593750 Penalty: 4111.112793
	Iteration 40F: 3 clusters Score -505561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -505563.156250 Penalty: 4111.112793
	Iteration 41Q: 3 clusters Score -505563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -505563.125000 Penalty: 4111.112793
	Iteration 42Q: 3 clusters Score -505563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -505563.125000 Penalty: 4111.112793
	Iteration 43F: 3 clusters Score -505563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115782 members 
Entering Unmasked Estep 
Score: -15630179.000000 Penalty: 2891.547363
	Iteration 0F: 2 clusters Score -1.563018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -15552559.000000 Penalty: 5783.094727
	Iteration 0F: 3 clusters Score -1.555256e+07 nChanged 54882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -15585172.000000 Penalty: 5783.094727
	Iteration 1F: 3 clusters Score -1.558517e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -15586581.000000 Penalty: 5783.094727
	Iteration 2Q: 3 clusters Score -1.558658e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -15588407.000000 Penalty: 5783.094727
	Iteration 3Q: 3 clusters Score -1.558841e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -15591407.000000 Penalty: 5783.094727
	Iteration 4F: 3 clusters Score -1.559141e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -15595806.000000 Penalty: 5783.094727
	Iteration 5F: 3 clusters Score -1.559581e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -15601597.000000 Penalty: 5783.094727
	Iteration 6F: 3 clusters Score -1.56016e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -15607803.000000 Penalty: 5783.094727
	Iteration 7F: 3 clusters Score -1.56078e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -15613258.000000 Penalty: 5783.094727
	Iteration 8F: 3 clusters Score -1.561326e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 96286 members 
Entering Unmasked Estep 
Score: -15617197.000000 Penalty: 5783.094727
	Iteration 9Q: 3 clusters Score -1.56172e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -15619562.000000 Penalty: 5783.094727
	Iteration 10Q: 3 clusters Score -1.561956e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -15621247.000000 Penalty: 5783.094727
	Iteration 11Q: 3 clusters Score -1.562125e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -15622544.000000 Penalty: 5783.094727
	Iteration 12Q: 3 clusters Score -1.562254e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -15623510.000000 Penalty: 5783.094727
	Iteration 13Q: 3 clusters Score -1.562351e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -15624391.000000 Penalty: 5783.094727
	Iteration 14Q: 3 clusters Score -1.562439e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -15625119.000000 Penalty: 5783.094727
	Iteration 15Q: 3 clusters Score -1.562512e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -15625690.000000 Penalty: 5783.094727
	Iteration 16Q: 3 clusters Score -1.562569e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -15626071.000000 Penalty: 5783.094727
	Iteration 17Q: 3 clusters Score -1.562607e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -15626374.000000 Penalty: 5783.094727
	Iteration 18Q: 3 clusters Score -1.562637e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -15626602.000000 Penalty: 5783.094727
	Iteration 19Q: 3 clusters Score -1.56266e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -15626842.000000 Penalty: 5783.094727
	Iteration 20F: 3 clusters Score -1.562684e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -15626988.000000 Penalty: 5783.094727
	Iteration 21Q: 3 clusters Score -1.562699e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -15627170.000000 Penalty: 5783.094727
	Iteration 22Q: 3 clusters Score -1.562717e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 112770 members 
Entering Unmasked Estep 
Score: -15627354.000000 Penalty: 5783.094727
	Iteration 23Q: 3 clusters Score -1.562735e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -15627440.000000 Penalty: 5783.094727
	Iteration 24Q: 3 clusters Score -1.562744e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 113243 members 
Entering Unmasked Estep 
Score: -15627533.000000 Penalty: 5783.094727
	Iteration 25Q: 3 clusters Score -1.562753e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -15627586.000000 Penalty: 5783.094727
	Iteration 26Q: 3 clusters Score -1.562759e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -15627658.000000 Penalty: 5783.094727
	Iteration 27Q: 3 clusters Score -1.562766e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -15627695.000000 Penalty: 5783.094727
	Iteration 28Q: 3 clusters Score -1.56277e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -15627757.000000 Penalty: 5783.094727
	Iteration 29Q: 3 clusters Score -1.562776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -15627808.000000 Penalty: 5783.094727
	Iteration 30Q: 3 clusters Score -1.562781e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -15627853.000000 Penalty: 5783.094727
	Iteration 31Q: 3 clusters Score -1.562785e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 114085 members 
Entering Unmasked Estep 
Score: -15627880.000000 Penalty: 5783.094727
	Iteration 32Q: 3 clusters Score -1.562788e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -15627935.000000 Penalty: 5783.094727
	Iteration 33Q: 3 clusters Score -1.562794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -15627960.000000 Penalty: 5783.094727
	Iteration 34Q: 3 clusters Score -1.562796e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -15627957.000000 Penalty: 5783.094727
	Iteration 35Q: 3 clusters Score -1.562796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -15627973.000000 Penalty: 5783.094727
	Iteration 36Q: 3 clusters Score -1.562797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 114298 members 
Entering Unmasked Estep 
Score: -15627975.000000 Penalty: 5783.094727
	Iteration 37Q: 3 clusters Score -1.562798e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -15627987.000000 Penalty: 5783.094727
	Iteration 38Q: 3 clusters Score -1.562799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -15627979.000000 Penalty: 5783.094727
	Iteration 39Q: 3 clusters Score -1.562798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 114351 members 
Entering Unmasked Estep 
Score: -15627978.000000 Penalty: 5783.094727
	Iteration 40F: 3 clusters Score -1.562798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -15627984.000000 Penalty: 5783.094727
	Iteration 41Q: 3 clusters Score -1.562798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -15627988.000000 Penalty: 5783.094727
	Iteration 42Q: 3 clusters Score -1.562799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -15627998.000000 Penalty: 5783.094727
	Iteration 43Q: 3 clusters Score -1.5628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -15628002.000000 Penalty: 5783.094727
	Iteration 44Q: 3 clusters Score -1.5628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -15628005.000000 Penalty: 5783.094727
	Iteration 45Q: 3 clusters Score -1.5628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -15628012.000000 Penalty: 5783.094727
	Iteration 46Q: 3 clusters Score -1.562801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -15627997.000000 Penalty: 5783.094727
	Iteration 47Q: 3 clusters Score -1.5628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -15628001.000000 Penalty: 5783.094727
	Iteration 48Q: 3 clusters Score -1.5628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -15628002.000000 Penalty: 5783.094727
	Iteration 49Q: 3 clusters Score -1.5628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -15628006.000000 Penalty: 5783.094727
	Iteration 50Q: 3 clusters Score -1.562801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 114434 members 
Entering Unmasked Estep 
Score: -15628001.000000 Penalty: 5783.094727
	Iteration 51Q: 3 clusters Score -1.5628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -15628016.000000 Penalty: 5783.094727
	Iteration 52Q: 3 clusters Score -1.562802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -15628006.000000 Penalty: 5783.094727
	Iteration 53Q: 3 clusters Score -1.562801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -15628013.000000 Penalty: 5783.094727
	Iteration 54Q: 3 clusters Score -1.562801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -15628013.000000 Penalty: 5783.094727
	Iteration 55F: 3 clusters Score -1.562801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 285 members 
Entering Unmasked Estep 
Score: -64073.484375 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64073.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64306.226562 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64306.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64439.710938 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64439.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64600.566406 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64600.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64717.191406 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64717.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64795.238281 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -64795.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64946.933594 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -64946.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65051.531250 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65051.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65130.320312 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65130.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65224.277344 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65224.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65377.914062 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -65377.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65479.562500 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -65479.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65543.460938 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -65543.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65615.593750 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -65615.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65641.015625 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -65641.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65667.546875 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -65667.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65695.734375 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -65695.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65712.335938 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -65712.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65778.500000 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -65778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65920.109375 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -65920.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66171.234375 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -66171.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66255.898438 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -66255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66312.859375 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -66312.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66312.859375 Penalty: 3143.942627
	Iteration 23F: 3 clusters Score -66312.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 115782 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 149887 members 
Mstep: Class 9 contains 187088 members 
Mstep: Class 10 contains 40769 members 
Mstep: Class 11 contains 175188 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 169926 members 
Mstep: Class 20 contains 186380 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 55633 members 
Entering Unmasked Estep 
Score: -180335600.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180336896.000000 to -180335600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39502.882812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39502.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38137.011719 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38137.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38312.628906 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38312.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38357.238281 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38357.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38391.699219 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38416.746094 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38416.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38435.531250 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -38435.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38479.882812 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -38479.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38503.503906 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -38503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38513.347656 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -38513.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38519.355469 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -38519.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38523.605469 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -38523.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38528.738281 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -38528.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38528.738281 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -38528.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Entering Unmasked Estep 
Score: -2119721.250000 Penalty: 2414.267822
	Iteration 0F: 2 clusters Score -2119721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2107686.500000 Penalty: 4828.535645
	Iteration 0F: 3 clusters Score -2107686 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2111453.500000 Penalty: 4828.535645
	Iteration 1F: 3 clusters Score -2111454 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2111995.750000 Penalty: 4828.535645
	Iteration 2F: 3 clusters Score -2111996 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2112604.500000 Penalty: 4828.535645
	Iteration 3F: 3 clusters Score -2112604 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2113312.750000 Penalty: 4828.535645
	Iteration 4F: 3 clusters Score -2113313 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2114180.000000 Penalty: 4828.535645
	Iteration 5F: 3 clusters Score -2114180 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2115167.000000 Penalty: 4828.535645
	Iteration 6F: 3 clusters Score -2115167 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2116045.750000 Penalty: 4828.535645
	Iteration 7F: 3 clusters Score -2116046 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2116671.250000 Penalty: 4828.535645
	Iteration 8F: 3 clusters Score -2116671 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2117091.750000 Penalty: 4828.535645
	Iteration 9Q: 3 clusters Score -2117092 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2117359.250000 Penalty: 4828.535645
	Iteration 10Q: 3 clusters Score -2117359 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2117580.000000 Penalty: 4828.535645
	Iteration 11Q: 3 clusters Score -2117580 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2117776.500000 Penalty: 4828.535645
	Iteration 12Q: 3 clusters Score -2117776 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2117961.250000 Penalty: 4828.535645
	Iteration 13Q: 3 clusters Score -2117961 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2118149.500000 Penalty: 4828.535645
	Iteration 14Q: 3 clusters Score -2118150 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2118326.000000 Penalty: 4828.535645
	Iteration 15Q: 3 clusters Score -2118326 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2118527.000000 Penalty: 4828.535645
	Iteration 16Q: 3 clusters Score -2118527 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2118693.000000 Penalty: 4828.535645
	Iteration 17Q: 3 clusters Score -2118693 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2118840.000000 Penalty: 4828.535645
	Iteration 18Q: 3 clusters Score -2118840 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2118942.500000 Penalty: 4828.535645
	Iteration 19Q: 3 clusters Score -2118942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2119025.250000 Penalty: 4828.535645
	Iteration 20F: 3 clusters Score -2119025 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2119072.500000 Penalty: 4828.535645
	Iteration 21Q: 3 clusters Score -2119072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2119109.250000 Penalty: 4828.535645
	Iteration 22Q: 3 clusters Score -2119109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2119142.250000 Penalty: 4828.535645
	Iteration 23Q: 3 clusters Score -2119142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2119165.500000 Penalty: 4828.535645
	Iteration 24Q: 3 clusters Score -2119166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2119182.250000 Penalty: 4828.535645
	Iteration 25Q: 3 clusters Score -2119182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2119197.750000 Penalty: 4828.535645
	Iteration 26Q: 3 clusters Score -2119198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2119213.500000 Penalty: 4828.535645
	Iteration 27Q: 3 clusters Score -2119214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2119221.500000 Penalty: 4828.535645
	Iteration 28Q: 3 clusters Score -2119222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2119236.500000 Penalty: 4828.535645
	Iteration 29Q: 3 clusters Score -2119236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2119236.000000 Penalty: 4828.535645
	Iteration 30Q: 3 clusters Score -2119236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2119243.750000 Penalty: 4828.535645
	Iteration 31Q: 3 clusters Score -2119244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2119249.500000 Penalty: 4828.535645
	Iteration 32Q: 3 clusters Score -2119250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2119252.500000 Penalty: 4828.535645
	Iteration 33Q: 3 clusters Score -2119252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2119256.000000 Penalty: 4828.535645
	Iteration 34Q: 3 clusters Score -2119256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2119263.250000 Penalty: 4828.535645
	Iteration 35Q: 3 clusters Score -2119263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2119266.250000 Penalty: 4828.535645
	Iteration 36Q: 3 clusters Score -2119266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2119271.750000 Penalty: 4828.535645
	Iteration 37Q: 3 clusters Score -2119272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2119272.750000 Penalty: 4828.535645
	Iteration 38Q: 3 clusters Score -2119273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2119276.000000 Penalty: 4828.535645
	Iteration 39Q: 3 clusters Score -2119276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2119280.750000 Penalty: 4828.535645
	Iteration 40F: 3 clusters Score -2119281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2119281.250000 Penalty: 4828.535645
	Iteration 41Q: 3 clusters Score -2119281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2119287.000000 Penalty: 4828.535645
	Iteration 42Q: 3 clusters Score -2119287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2119286.500000 Penalty: 4828.535645
	Iteration 43Q: 3 clusters Score -2119286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2119292.750000 Penalty: 4828.535645
	Iteration 44Q: 3 clusters Score -2119293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2119294.000000 Penalty: 4828.535645
	Iteration 45Q: 3 clusters Score -2119294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2119296.750000 Penalty: 4828.535645
	Iteration 46Q: 3 clusters Score -2119297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2119299.250000 Penalty: 4828.535645
	Iteration 47Q: 3 clusters Score -2119299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2119302.500000 Penalty: 4828.535645
	Iteration 48Q: 3 clusters Score -2119302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2119304.500000 Penalty: 4828.535645
	Iteration 49Q: 3 clusters Score -2119304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2119304.250000 Penalty: 4828.535645
	Iteration 50Q: 3 clusters Score -2119304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2119303.250000 Penalty: 4828.535645
	Iteration 51Q: 3 clusters Score -2119303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2119303.250000 Penalty: 4828.535645
	Iteration 52F: 3 clusters Score -2119303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Entering Unmasked Estep 
Score: -20178802.000000 Penalty: 2955.573975
	Iteration 0F: 2 clusters Score -2.01788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -20080736.000000 Penalty: 5911.147949
	Iteration 0F: 3 clusters Score -2.008074e+07 nChanged 71543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -20122784.000000 Penalty: 5911.147949
	Iteration 1F: 3 clusters Score -2.012278e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -20124460.000000 Penalty: 5911.147949
	Iteration 2Q: 3 clusters Score -2.012446e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -20127502.000000 Penalty: 5911.147949
	Iteration 3Q: 3 clusters Score -2.01275e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 89053 members 
Entering Unmasked Estep 
Score: -20132740.000000 Penalty: 5911.147949
	Iteration 4F: 3 clusters Score -2.013274e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -20141558.000000 Penalty: 5911.147949
	Iteration 5F: 3 clusters Score -2.014156e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -20153156.000000 Penalty: 5911.147949
	Iteration 6F: 3 clusters Score -2.015316e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -20163672.000000 Penalty: 5911.147949
	Iteration 7F: 3 clusters Score -2.016367e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -20168210.000000 Penalty: 5911.147949
	Iteration 8Q: 3 clusters Score -2.016821e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -20169432.000000 Penalty: 5911.147949
	Iteration 9Q: 3 clusters Score -2.016943e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -20169926.000000 Penalty: 5911.147949
	Iteration 10Q: 3 clusters Score -2.016993e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 114982 members 
Entering Unmasked Estep 
Score: -20170364.000000 Penalty: 5911.147949
	Iteration 11Q: 3 clusters Score -2.017036e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -20170690.000000 Penalty: 5911.147949
	Iteration 12Q: 3 clusters Score -2.017069e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 116723 members 
Entering Unmasked Estep 
Score: -20171022.000000 Penalty: 5911.147949
	Iteration 13Q: 3 clusters Score -2.017102e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -20171254.000000 Penalty: 5911.147949
	Iteration 14Q: 3 clusters Score -2.017125e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -20171350.000000 Penalty: 5911.147949
	Iteration 15Q: 3 clusters Score -2.017135e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -20171508.000000 Penalty: 5911.147949
	Iteration 16Q: 3 clusters Score -2.017151e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -20171736.000000 Penalty: 5911.147949
	Iteration 17Q: 3 clusters Score -2.017174e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -20171932.000000 Penalty: 5911.147949
	Iteration 18Q: 3 clusters Score -2.017193e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -20172130.000000 Penalty: 5911.147949
	Iteration 19Q: 3 clusters Score -2.017213e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 121789 members 
Entering Unmasked Estep 
Score: -20172246.000000 Penalty: 5911.147949
	Iteration 20F: 3 clusters Score -2.017225e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -20172360.000000 Penalty: 5911.147949
	Iteration 21Q: 3 clusters Score -2.017236e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -20172478.000000 Penalty: 5911.147949
	Iteration 22Q: 3 clusters Score -2.017248e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -20172622.000000 Penalty: 5911.147949
	Iteration 23Q: 3 clusters Score -2.017262e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -20172774.000000 Penalty: 5911.147949
	Iteration 24Q: 3 clusters Score -2.017277e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 124900 members 
Entering Unmasked Estep 
Score: -20172884.000000 Penalty: 5911.147949
	Iteration 25Q: 3 clusters Score -2.017288e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -20173024.000000 Penalty: 5911.147949
	Iteration 26Q: 3 clusters Score -2.017302e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -20173134.000000 Penalty: 5911.147949
	Iteration 27Q: 3 clusters Score -2.017313e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -20173318.000000 Penalty: 5911.147949
	Iteration 28Q: 3 clusters Score -2.017332e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -20173524.000000 Penalty: 5911.147949
	Iteration 29Q: 3 clusters Score -2.017352e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -20173580.000000 Penalty: 5911.147949
	Iteration 30Q: 3 clusters Score -2.017358e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 128670 members 
Entering Unmasked Estep 
Score: -20173768.000000 Penalty: 5911.147949
	Iteration 31Q: 3 clusters Score -2.017377e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 129411 members 
Entering Unmasked Estep 
Score: -20173898.000000 Penalty: 5911.147949
	Iteration 32Q: 3 clusters Score -2.01739e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 130186 members 
Entering Unmasked Estep 
Score: -20174072.000000 Penalty: 5911.147949
	Iteration 33Q: 3 clusters Score -2.017407e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -20174300.000000 Penalty: 5911.147949
	Iteration 34Q: 3 clusters Score -2.01743e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -20174498.000000 Penalty: 5911.147949
	Iteration 35Q: 3 clusters Score -2.01745e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 132612 members 
Entering Unmasked Estep 
Score: -20174668.000000 Penalty: 5911.147949
	Iteration 36Q: 3 clusters Score -2.017467e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 133456 members 
Entering Unmasked Estep 
Score: -20174966.000000 Penalty: 5911.147949
	Iteration 37Q: 3 clusters Score -2.017497e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 134336 members 
Entering Unmasked Estep 
Score: -20175264.000000 Penalty: 5911.147949
	Iteration 38Q: 3 clusters Score -2.017526e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 135216 members 
Entering Unmasked Estep 
Score: -20175432.000000 Penalty: 5911.147949
	Iteration 39Q: 3 clusters Score -2.017543e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -20175536.000000 Penalty: 5911.147949
	Iteration 40F: 3 clusters Score -2.017554e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -20175870.000000 Penalty: 5911.147949
	Iteration 41Q: 3 clusters Score -2.017587e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -20176046.000000 Penalty: 5911.147949
	Iteration 42Q: 3 clusters Score -2.017605e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -20176224.000000 Penalty: 5911.147949
	Iteration 43Q: 3 clusters Score -2.017622e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -20176422.000000 Penalty: 5911.147949
	Iteration 44Q: 3 clusters Score -2.017642e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -20176546.000000 Penalty: 5911.147949
	Iteration 45Q: 3 clusters Score -2.017655e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 142400 members 
Entering Unmasked Estep 
Score: -20176606.000000 Penalty: 5911.147949
	Iteration 46Q: 3 clusters Score -2.017661e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 47Q: 3 clusters Score -2.017659e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 144140 members 
Entering Unmasked Estep 
Score: -20176672.000000 Penalty: 5911.147949
	Iteration 48Q: 3 clusters Score -2.017667e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 144887 members 
Entering Unmasked Estep 
Score: -20176590.000000 Penalty: 5911.147949
	Iteration 49Q: 3 clusters Score -2.017659e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 145543 members 
Entering Unmasked Estep 
Score: -20176668.000000 Penalty: 5911.147949
	Iteration 50Q: 3 clusters Score -2.017667e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -20176726.000000 Penalty: 5911.147949
	Iteration 51Q: 3 clusters Score -2.017673e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -20176682.000000 Penalty: 5911.147949
	Iteration 52Q: 3 clusters Score -2.017668e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 146999 members 
Entering Unmasked Estep 
Score: -20176710.000000 Penalty: 5911.147949
	Iteration 53Q: 3 clusters Score -2.017671e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -20176734.000000 Penalty: 5911.147949
	Iteration 54Q: 3 clusters Score -2.017673e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 147611 members 
Entering Unmasked Estep 
Score: -20176718.000000 Penalty: 5911.147949
	Iteration 55Q: 3 clusters Score -2.017672e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -20176702.000000 Penalty: 5911.147949
	Iteration 56Q: 3 clusters Score -2.01767e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -20176684.000000 Penalty: 5911.147949
	Iteration 57Q: 3 clusters Score -2.017668e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -20176664.000000 Penalty: 5911.147949
	Iteration 58Q: 3 clusters Score -2.017666e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -20176688.000000 Penalty: 5911.147949
	Iteration 59Q: 3 clusters Score -2.017669e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 148374 members 
Entering Unmasked Estep 
Score: -20176696.000000 Penalty: 5911.147949
	Iteration 60F: 3 clusters Score -2.01767e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -20176668.000000 Penalty: 5911.147949
	Iteration 61Q: 3 clusters Score -2.017667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -20176644.000000 Penalty: 5911.147949
	Iteration 62Q: 3 clusters Score -2.017664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -20176642.000000 Penalty: 5911.147949
	Iteration 63Q: 3 clusters Score -2.017664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -20176650.000000 Penalty: 5911.147949
	Iteration 64Q: 3 clusters Score -2.017665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 148697 members 
Entering Unmasked Estep 
Score: -20176634.000000 Penalty: 5911.147949
	Iteration 65Q: 3 clusters Score -2.017663e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -20176626.000000 Penalty: 5911.147949
	Iteration 66Q: 3 clusters Score -2.017663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 67Q: 3 clusters Score -2.017659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -20176584.000000 Penalty: 5911.147949
	Iteration 68Q: 3 clusters Score -2.017658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 148850 members 
Entering Unmasked Estep 
Score: -20176576.000000 Penalty: 5911.147949
	Iteration 69Q: 3 clusters Score -2.017658e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -20176570.000000 Penalty: 5911.147949
	Iteration 70Q: 3 clusters Score -2.017657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -20176590.000000 Penalty: 5911.147949
	Iteration 71Q: 3 clusters Score -2.017659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -20176598.000000 Penalty: 5911.147949
	Iteration 72Q: 3 clusters Score -2.01766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 148976 members 
Entering Unmasked Estep 
Score: -20176608.000000 Penalty: 5911.147949
	Iteration 73Q: 3 clusters Score -2.017661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -20176594.000000 Penalty: 5911.147949
	Iteration 74Q: 3 clusters Score -2.017659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -20176620.000000 Penalty: 5911.147949
	Iteration 75Q: 3 clusters Score -2.017662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -20176662.000000 Penalty: 5911.147949
	Iteration 76Q: 3 clusters Score -2.017666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 149063 members 
Entering Unmasked Estep 
Score: -20176626.000000 Penalty: 5911.147949
	Iteration 77Q: 3 clusters Score -2.017663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -20176612.000000 Penalty: 5911.147949
	Iteration 78Q: 3 clusters Score -2.017661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -20176598.000000 Penalty: 5911.147949
	Iteration 79Q: 3 clusters Score -2.01766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -20176606.000000 Penalty: 5911.147949
	Iteration 80F: 3 clusters Score -2.017661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -20176594.000000 Penalty: 5911.147949
	Iteration 81Q: 3 clusters Score -2.017659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 82Q: 3 clusters Score -2.017659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 83Q: 3 clusters Score -2.017659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 149158 members 
Entering Unmasked Estep 
Score: -20176594.000000 Penalty: 5911.147949
	Iteration 84Q: 3 clusters Score -2.017659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -20176598.000000 Penalty: 5911.147949
	Iteration 85Q: 3 clusters Score -2.01766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -20176616.000000 Penalty: 5911.147949
	Iteration 86Q: 3 clusters Score -2.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -20176606.000000 Penalty: 5911.147949
	Iteration 87Q: 3 clusters Score -2.017661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -20176606.000000 Penalty: 5911.147949
	Iteration 88Q: 3 clusters Score -2.017661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -20176612.000000 Penalty: 5911.147949
	Iteration 89Q: 3 clusters Score -2.017661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 149177 members 
Entering Unmasked Estep 
Score: -20176600.000000 Penalty: 5911.147949
	Iteration 90Q: 3 clusters Score -2.01766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -20176600.000000 Penalty: 5911.147949
	Iteration 91Q: 3 clusters Score -2.01766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -20176602.000000 Penalty: 5911.147949
	Iteration 92Q: 3 clusters Score -2.01766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -20176604.000000 Penalty: 5911.147949
	Iteration 93Q: 3 clusters Score -2.01766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -20176596.000000 Penalty: 5911.147949
	Iteration 94Q: 3 clusters Score -2.01766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -20176598.000000 Penalty: 5911.147949
	Iteration 95Q: 3 clusters Score -2.01766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 96Q: 3 clusters Score -2.017659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -20176590.000000 Penalty: 5911.147949
	Iteration 97Q: 3 clusters Score -2.017659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -20176594.000000 Penalty: 5911.147949
	Iteration 98Q: 3 clusters Score -2.017659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -20176602.000000 Penalty: 5911.147949
	Iteration 99Q: 3 clusters Score -2.01766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 149227 members 
Entering Unmasked Estep 
Score: -20176588.000000 Penalty: 5911.147949
	Iteration 100F: 3 clusters Score -2.017659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -20176608.000000 Penalty: 5911.147949
	Iteration 101Q: 3 clusters Score -2.017661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 149245 members 
Entering Unmasked Estep 
Score: -20176610.000000 Penalty: 5911.147949
	Iteration 102Q: 3 clusters Score -2.017661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -20176616.000000 Penalty: 5911.147949
	Iteration 103Q: 3 clusters Score -2.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -20176614.000000 Penalty: 5911.147949
	Iteration 104Q: 3 clusters Score -2.017661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -20176616.000000 Penalty: 5911.147949
	Iteration 105Q: 3 clusters Score -2.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -20176618.000000 Penalty: 5911.147949
	Iteration 106Q: 3 clusters Score -2.017662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -20176618.000000 Penalty: 5911.147949
	Iteration 107F: 3 clusters Score -2.017662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Entering Unmasked Estep 
Score: -25268758.000000 Penalty: 3010.554932
	Iteration 0F: 2 clusters Score -2.526876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -25157200.000000 Penalty: 6021.109863
	Iteration 0F: 3 clusters Score -2.51572e+07 nChanged 89851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -25209800.000000 Penalty: 6021.109863
	Iteration 1F: 3 clusters Score -2.52098e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -25211060.000000 Penalty: 6021.109863
	Iteration 2Q: 3 clusters Score -2.521106e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -25212504.000000 Penalty: 6021.109863
	Iteration 3Q: 3 clusters Score -2.52125e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -25214294.000000 Penalty: 6021.109863
	Iteration 4Q: 3 clusters Score -2.521429e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -25217312.000000 Penalty: 6021.109863
	Iteration 5Q: 3 clusters Score -2.521731e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -25221870.000000 Penalty: 6021.109863
	Iteration 6Q: 3 clusters Score -2.522187e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -25229332.000000 Penalty: 6021.109863
	Iteration 7F: 3 clusters Score -2.522933e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -25239440.000000 Penalty: 6021.109863
	Iteration 8F: 3 clusters Score -2.523944e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -25248320.000000 Penalty: 6021.109863
	Iteration 9F: 3 clusters Score -2.524832e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -25251754.000000 Penalty: 6021.109863
	Iteration 10Q: 3 clusters Score -2.525175e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -25252886.000000 Penalty: 6021.109863
	Iteration 11Q: 3 clusters Score -2.525289e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -25253478.000000 Penalty: 6021.109863
	Iteration 12Q: 3 clusters Score -2.525348e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -25253840.000000 Penalty: 6021.109863
	Iteration 13Q: 3 clusters Score -2.525384e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -25254184.000000 Penalty: 6021.109863
	Iteration 14Q: 3 clusters Score -2.525418e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -25254622.000000 Penalty: 6021.109863
	Iteration 15Q: 3 clusters Score -2.525462e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -25254826.000000 Penalty: 6021.109863
	Iteration 16Q: 3 clusters Score -2.525483e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -25255258.000000 Penalty: 6021.109863
	Iteration 17Q: 3 clusters Score -2.525526e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -25255676.000000 Penalty: 6021.109863
	Iteration 18Q: 3 clusters Score -2.525568e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -25256156.000000 Penalty: 6021.109863
	Iteration 19Q: 3 clusters Score -2.525616e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -25256540.000000 Penalty: 6021.109863
	Iteration 20F: 3 clusters Score -2.525654e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -25256932.000000 Penalty: 6021.109863
	Iteration 21Q: 3 clusters Score -2.525693e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -25257266.000000 Penalty: 6021.109863
	Iteration 22Q: 3 clusters Score -2.525727e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -25257524.000000 Penalty: 6021.109863
	Iteration 23Q: 3 clusters Score -2.525752e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -25257760.000000 Penalty: 6021.109863
	Iteration 24Q: 3 clusters Score -2.525776e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -25258096.000000 Penalty: 6021.109863
	Iteration 25Q: 3 clusters Score -2.52581e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -25258160.000000 Penalty: 6021.109863
	Iteration 26Q: 3 clusters Score -2.525816e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -25258476.000000 Penalty: 6021.109863
	Iteration 27Q: 3 clusters Score -2.525848e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -25258596.000000 Penalty: 6021.109863
	Iteration 28Q: 3 clusters Score -2.52586e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -25259000.000000 Penalty: 6021.109863
	Iteration 29Q: 3 clusters Score -2.5259e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -25259192.000000 Penalty: 6021.109863
	Iteration 30Q: 3 clusters Score -2.525919e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -25259376.000000 Penalty: 6021.109863
	Iteration 31Q: 3 clusters Score -2.525938e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -25259512.000000 Penalty: 6021.109863
	Iteration 32Q: 3 clusters Score -2.525951e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -25259718.000000 Penalty: 6021.109863
	Iteration 33Q: 3 clusters Score -2.525972e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -25259854.000000 Penalty: 6021.109863
	Iteration 34Q: 3 clusters Score -2.525985e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -25259928.000000 Penalty: 6021.109863
	Iteration 35Q: 3 clusters Score -2.525993e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -25260056.000000 Penalty: 6021.109863
	Iteration 36Q: 3 clusters Score -2.526006e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -25260164.000000 Penalty: 6021.109863
	Iteration 37Q: 3 clusters Score -2.526016e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -25260324.000000 Penalty: 6021.109863
	Iteration 38Q: 3 clusters Score -2.526032e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -25260428.000000 Penalty: 6021.109863
	Iteration 39Q: 3 clusters Score -2.526043e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -25260448.000000 Penalty: 6021.109863
	Iteration 40F: 3 clusters Score -2.526045e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -25260514.000000 Penalty: 6021.109863
	Iteration 41Q: 3 clusters Score -2.526051e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -25260512.000000 Penalty: 6021.109863
	Iteration 42Q: 3 clusters Score -2.526051e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -25260534.000000 Penalty: 6021.109863
	Iteration 43Q: 3 clusters Score -2.526053e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -25260614.000000 Penalty: 6021.109863
	Iteration 44Q: 3 clusters Score -2.526061e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -25260704.000000 Penalty: 6021.109863
	Iteration 45Q: 3 clusters Score -2.52607e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -25260728.000000 Penalty: 6021.109863
	Iteration 46Q: 3 clusters Score -2.526073e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -25260852.000000 Penalty: 6021.109863
	Iteration 47Q: 3 clusters Score -2.526085e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -25260954.000000 Penalty: 6021.109863
	Iteration 48Q: 3 clusters Score -2.526095e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -25261000.000000 Penalty: 6021.109863
	Iteration 49Q: 3 clusters Score -2.5261e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -25261014.000000 Penalty: 6021.109863
	Iteration 50Q: 3 clusters Score -2.526101e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -25261032.000000 Penalty: 6021.109863
	Iteration 51Q: 3 clusters Score -2.526103e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -25261150.000000 Penalty: 6021.109863
	Iteration 52Q: 3 clusters Score -2.526115e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -25261186.000000 Penalty: 6021.109863
	Iteration 53Q: 3 clusters Score -2.526119e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -25261338.000000 Penalty: 6021.109863
	Iteration 54Q: 3 clusters Score -2.526134e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -25261362.000000 Penalty: 6021.109863
	Iteration 55Q: 3 clusters Score -2.526136e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -25261462.000000 Penalty: 6021.109863
	Iteration 56Q: 3 clusters Score -2.526146e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -25261466.000000 Penalty: 6021.109863
	Iteration 57Q: 3 clusters Score -2.526147e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -25261464.000000 Penalty: 6021.109863
	Iteration 58Q: 3 clusters Score -2.526146e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -25261388.000000 Penalty: 6021.109863
	Iteration 59Q: 3 clusters Score -2.526139e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -25261450.000000 Penalty: 6021.109863
	Iteration 60F: 3 clusters Score -2.526145e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -25261562.000000 Penalty: 6021.109863
	Iteration 61Q: 3 clusters Score -2.526156e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -25261552.000000 Penalty: 6021.109863
	Iteration 62Q: 3 clusters Score -2.526155e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -25261556.000000 Penalty: 6021.109863
	Iteration 63Q: 3 clusters Score -2.526156e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -25261558.000000 Penalty: 6021.109863
	Iteration 64Q: 3 clusters Score -2.526156e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -25261716.000000 Penalty: 6021.109863
	Iteration 65Q: 3 clusters Score -2.526172e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -25261798.000000 Penalty: 6021.109863
	Iteration 66Q: 3 clusters Score -2.52618e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -25261800.000000 Penalty: 6021.109863
	Iteration 67Q: 3 clusters Score -2.52618e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -25261840.000000 Penalty: 6021.109863
	Iteration 68Q: 3 clusters Score -2.526184e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -25261840.000000 Penalty: 6021.109863
	Iteration 69Q: 3 clusters Score -2.526184e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113953 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -25261858.000000 Penalty: 6021.109863
	Iteration 70Q: 3 clusters Score -2.526186e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -25261968.000000 Penalty: 6021.109863
	Iteration 71Q: 3 clusters Score -2.526197e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -25261984.000000 Penalty: 6021.109863
	Iteration 72Q: 3 clusters Score -2.526198e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -25261982.000000 Penalty: 6021.109863
	Iteration 73Q: 3 clusters Score -2.526198e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -25262000.000000 Penalty: 6021.109863
	Iteration 74Q: 3 clusters Score -2.5262e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -25262056.000000 Penalty: 6021.109863
	Iteration 75Q: 3 clusters Score -2.526206e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -25262106.000000 Penalty: 6021.109863
	Iteration 76Q: 3 clusters Score -2.526211e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -25262164.000000 Penalty: 6021.109863
	Iteration 77Q: 3 clusters Score -2.526216e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -25262206.000000 Penalty: 6021.109863
	Iteration 78Q: 3 clusters Score -2.526221e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -25262356.000000 Penalty: 6021.109863
	Iteration 79Q: 3 clusters Score -2.526236e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -25262532.000000 Penalty: 6021.109863
	Iteration 80F: 3 clusters Score -2.526253e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121296 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -25262544.000000 Penalty: 6021.109863
	Iteration 81Q: 3 clusters Score -2.526254e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -25262722.000000 Penalty: 6021.109863
	Iteration 82Q: 3 clusters Score -2.526272e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -25262782.000000 Penalty: 6021.109863
	Iteration 83Q: 3 clusters Score -2.526278e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124218 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -25263030.000000 Penalty: 6021.109863
	Iteration 84Q: 3 clusters Score -2.526303e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -25263198.000000 Penalty: 6021.109863
	Iteration 85Q: 3 clusters Score -2.52632e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -25263294.000000 Penalty: 6021.109863
	Iteration 86Q: 3 clusters Score -2.526329e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -25263346.000000 Penalty: 6021.109863
	Iteration 87Q: 3 clusters Score -2.526335e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128765 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -25263546.000000 Penalty: 6021.109863
	Iteration 88Q: 3 clusters Score -2.526355e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -25263844.000000 Penalty: 6021.109863
	Iteration 89Q: 3 clusters Score -2.526384e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -25263948.000000 Penalty: 6021.109863
	Iteration 90Q: 3 clusters Score -2.526395e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -25264170.000000 Penalty: 6021.109863
	Iteration 91Q: 3 clusters Score -2.526417e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -25264344.000000 Penalty: 6021.109863
	Iteration 92Q: 3 clusters Score -2.526434e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -25264520.000000 Penalty: 6021.109863
	Iteration 93Q: 3 clusters Score -2.526452e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -25264752.000000 Penalty: 6021.109863
	Iteration 94Q: 3 clusters Score -2.526475e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138615 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -25265128.000000 Penalty: 6021.109863
	Iteration 95Q: 3 clusters Score -2.526513e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -25265510.000000 Penalty: 6021.109863
	Iteration 96Q: 3 clusters Score -2.526551e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -25265726.000000 Penalty: 6021.109863
	Iteration 97Q: 3 clusters Score -2.526573e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -25265984.000000 Penalty: 6021.109863
	Iteration 98Q: 3 clusters Score -2.526598e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -25266276.000000 Penalty: 6021.109863
	Iteration 99Q: 3 clusters Score -2.526628e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147793 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -25266506.000000 Penalty: 6021.109863
	Iteration 100F: 3 clusters Score -2.526651e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -25266866.000000 Penalty: 6021.109863
	Iteration 101Q: 3 clusters Score -2.526687e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152029 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -25267382.000000 Penalty: 6021.109863
	Iteration 102Q: 3 clusters Score -2.526738e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -25267652.000000 Penalty: 6021.109863
	Iteration 103Q: 3 clusters Score -2.526765e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -25267978.000000 Penalty: 6021.109863
	Iteration 104Q: 3 clusters Score -2.526798e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -25268072.000000 Penalty: 6021.109863
	Iteration 105Q: 3 clusters Score -2.526807e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160664 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -25268310.000000 Penalty: 6021.109863
	Iteration 106Q: 3 clusters Score -2.526831e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -25268402.000000 Penalty: 6021.109863
	Iteration 107Q: 3 clusters Score -2.52684e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -25268608.000000 Penalty: 6021.109863
	Iteration 108Q: 3 clusters Score -2.526861e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166501 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -25268738.000000 Penalty: 6021.109863
	Iteration 109Q: 3 clusters Score -2.526874e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -25268806.000000 Penalty: 6021.109863
	Iteration 110Q: 3 clusters Score -2.526881e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -25268836.000000 Penalty: 6021.109863
	Iteration 111Q: 3 clusters Score -2.526884e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -25268974.000000 Penalty: 6021.109863
	Iteration 112Q: 3 clusters Score -2.526897e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -25269246.000000 Penalty: 6021.109863
	Iteration 113Q: 3 clusters Score -2.526925e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -25269244.000000 Penalty: 6021.109863
	Iteration 114Q: 3 clusters Score -2.526924e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -25269458.000000 Penalty: 6021.109863
	Iteration 115Q: 3 clusters Score -2.526946e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -25269470.000000 Penalty: 6021.109863
	Iteration 116Q: 3 clusters Score -2.526947e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -25269314.000000 Penalty: 6021.109863
	Iteration 117Q: 3 clusters Score -2.526931e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179689 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -25269174.000000 Penalty: 6021.109863
	Iteration 118Q: 3 clusters Score -2.526917e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -25269042.000000 Penalty: 6021.109863
	Iteration 119Q: 3 clusters Score -2.526904e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -25268994.000000 Penalty: 6021.109863
	Iteration 120F: 3 clusters Score -2.526899e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -25268868.000000 Penalty: 6021.109863
	Iteration 121Q: 3 clusters Score -2.526887e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182377 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -25268780.000000 Penalty: 6021.109863
	Iteration 122Q: 3 clusters Score -2.526878e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182857 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -25268650.000000 Penalty: 6021.109863
	Iteration 123Q: 3 clusters Score -2.526865e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183237 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -25268504.000000 Penalty: 6021.109863
	Iteration 124Q: 3 clusters Score -2.52685e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183553 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -25268378.000000 Penalty: 6021.109863
	Iteration 125Q: 3 clusters Score -2.526838e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -25268250.000000 Penalty: 6021.109863
	Iteration 126Q: 3 clusters Score -2.526825e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -25268220.000000 Penalty: 6021.109863
	Iteration 127Q: 3 clusters Score -2.526822e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -25268186.000000 Penalty: 6021.109863
	Iteration 128Q: 3 clusters Score -2.526819e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -25268178.000000 Penalty: 6021.109863
	Iteration 129Q: 3 clusters Score -2.526818e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184512 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -25268092.000000 Penalty: 6021.109863
	Iteration 130Q: 3 clusters Score -2.526809e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25268044.000000 Penalty: 6021.109863
	Iteration 131Q: 3 clusters Score -2.526804e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184729 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -25267994.000000 Penalty: 6021.109863
	Iteration 132Q: 3 clusters Score -2.526799e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -25267952.000000 Penalty: 6021.109863
	Iteration 133Q: 3 clusters Score -2.526795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184878 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -25267914.000000 Penalty: 6021.109863
	Iteration 134Q: 3 clusters Score -2.526791e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -25267878.000000 Penalty: 6021.109863
	Iteration 135Q: 3 clusters Score -2.526788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184998 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -25267852.000000 Penalty: 6021.109863
	Iteration 136Q: 3 clusters Score -2.526785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185033 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -25267796.000000 Penalty: 6021.109863
	Iteration 137Q: 3 clusters Score -2.52678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185068 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25267832.000000 Penalty: 6021.109863
	Iteration 138Q: 3 clusters Score -2.526783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185109 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -25267808.000000 Penalty: 6021.109863
	Iteration 139Q: 3 clusters Score -2.526781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185140 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -25267786.000000 Penalty: 6021.109863
	Iteration 140F: 3 clusters Score -2.526779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185165 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -25267792.000000 Penalty: 6021.109863
	Iteration 141Q: 3 clusters Score -2.526779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185190 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -25267786.000000 Penalty: 6021.109863
	Iteration 142Q: 3 clusters Score -2.526779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25267788.000000 Penalty: 6021.109863
	Iteration 143Q: 3 clusters Score -2.526779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185240 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -25267768.000000 Penalty: 6021.109863
	Iteration 144Q: 3 clusters Score -2.526777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -25267770.000000 Penalty: 6021.109863
	Iteration 145Q: 3 clusters Score -2.526777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185267 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -25267780.000000 Penalty: 6021.109863
	Iteration 146Q: 3 clusters Score -2.526778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -25267776.000000 Penalty: 6021.109863
	Iteration 147Q: 3 clusters Score -2.526778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25267760.000000 Penalty: 6021.109863
	Iteration 148Q: 3 clusters Score -2.526776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185292 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -25267776.000000 Penalty: 6021.109863
	Iteration 149Q: 3 clusters Score -2.526778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -25267750.000000 Penalty: 6021.109863
	Iteration 150Q: 3 clusters Score -2.526775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25267762.000000 Penalty: 6021.109863
	Iteration 151Q: 3 clusters Score -2.526776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185320 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -25267760.000000 Penalty: 6021.109863
	Iteration 152Q: 3 clusters Score -2.526776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25267750.000000 Penalty: 6021.109863
	Iteration 153Q: 3 clusters Score -2.526775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -25267728.000000 Penalty: 6021.109863
	Iteration 154Q: 3 clusters Score -2.526773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185330 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -25267726.000000 Penalty: 6021.109863
	Iteration 155Q: 3 clusters Score -2.526773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -25267728.000000 Penalty: 6021.109863
	Iteration 156Q: 3 clusters Score -2.526773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185332 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -25267734.000000 Penalty: 6021.109863
	Iteration 157Q: 3 clusters Score -2.526773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185333 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25267740.000000 Penalty: 6021.109863
	Iteration 158Q: 3 clusters Score -2.526774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185333 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -25267740.000000 Penalty: 6021.109863
	Iteration 159F: 3 clusters Score -2.526774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Entering Unmasked Estep 
Score: -5532370.500000 Penalty: 2632.687988
	Iteration 0F: 2 clusters Score -5532370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5504623.500000 Penalty: 5265.375977
	Iteration 0F: 3 clusters Score -5504624 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5515214.500000 Penalty: 5265.375977
	Iteration 1F: 3 clusters Score -5515214 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5515992.000000 Penalty: 5265.375977
	Iteration 2Q: 3 clusters Score -5515992 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5516947.000000 Penalty: 5265.375977
	Iteration 3Q: 3 clusters Score -5516947 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5518035.500000 Penalty: 5265.375977
	Iteration 4F: 3 clusters Score -5518036 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -5519347.500000 Penalty: 5265.375977
	Iteration 5F: 3 clusters Score -5519348 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5521111.000000 Penalty: 5265.375977
	Iteration 6F: 3 clusters Score -5521111 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -5523286.000000 Penalty: 5265.375977
	Iteration 7F: 3 clusters Score -5523286 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5525438.500000 Penalty: 5265.375977
	Iteration 8F: 3 clusters Score -5525438 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5526815.000000 Penalty: 5265.375977
	Iteration 9Q: 3 clusters Score -5526815 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5527526.500000 Penalty: 5265.375977
	Iteration 10Q: 3 clusters Score -5527526 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5527911.500000 Penalty: 5265.375977
	Iteration 11Q: 3 clusters Score -5527912 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5528131.500000 Penalty: 5265.375977
	Iteration 12Q: 3 clusters Score -5528132 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5528352.000000 Penalty: 5265.375977
	Iteration 13Q: 3 clusters Score -5528352 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -5528588.500000 Penalty: 5265.375977
	Iteration 14Q: 3 clusters Score -5528588 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5528735.500000 Penalty: 5265.375977
	Iteration 15Q: 3 clusters Score -5528736 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -5528931.500000 Penalty: 5265.375977
	Iteration 16Q: 3 clusters Score -5528932 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5529083.000000 Penalty: 5265.375977
	Iteration 17Q: 3 clusters Score -5529083 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5529237.500000 Penalty: 5265.375977
	Iteration 18Q: 3 clusters Score -5529238 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5529383.500000 Penalty: 5265.375977
	Iteration 19Q: 3 clusters Score -5529384 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5529493.000000 Penalty: 5265.375977
	Iteration 20F: 3 clusters Score -5529493 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -5529635.000000 Penalty: 5265.375977
	Iteration 21Q: 3 clusters Score -5529635 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -5529760.000000 Penalty: 5265.375977
	Iteration 22Q: 3 clusters Score -5529760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5529856.500000 Penalty: 5265.375977
	Iteration 23Q: 3 clusters Score -5529856 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -5529944.000000 Penalty: 5265.375977
	Iteration 24Q: 3 clusters Score -5529944 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5530061.000000 Penalty: 5265.375977
	Iteration 25Q: 3 clusters Score -5530061 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5530161.000000 Penalty: 5265.375977
	Iteration 26Q: 3 clusters Score -5530161 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5530201.500000 Penalty: 5265.375977
	Iteration 27Q: 3 clusters Score -5530202 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5530256.000000 Penalty: 5265.375977
	Iteration 28Q: 3 clusters Score -5530256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -5530328.000000 Penalty: 5265.375977
	Iteration 29Q: 3 clusters Score -5530328 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -5530369.500000 Penalty: 5265.375977
	Iteration 30Q: 3 clusters Score -5530370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5530417.500000 Penalty: 5265.375977
	Iteration 31Q: 3 clusters Score -5530418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5530469.500000 Penalty: 5265.375977
	Iteration 32Q: 3 clusters Score -5530470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5530518.500000 Penalty: 5265.375977
	Iteration 33Q: 3 clusters Score -5530518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5530555.500000 Penalty: 5265.375977
	Iteration 34Q: 3 clusters Score -5530556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5530616.000000 Penalty: 5265.375977
	Iteration 35Q: 3 clusters Score -5530616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5530630.000000 Penalty: 5265.375977
	Iteration 36Q: 3 clusters Score -5530630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -5530654.500000 Penalty: 5265.375977
	Iteration 37Q: 3 clusters Score -5530654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5530668.500000 Penalty: 5265.375977
	Iteration 38Q: 3 clusters Score -5530668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5530692.500000 Penalty: 5265.375977
	Iteration 39Q: 3 clusters Score -5530692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5530696.500000 Penalty: 5265.375977
	Iteration 40F: 3 clusters Score -5530696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5530713.500000 Penalty: 5265.375977
	Iteration 41Q: 3 clusters Score -5530714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5530739.000000 Penalty: 5265.375977
	Iteration 42Q: 3 clusters Score -5530739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5530751.500000 Penalty: 5265.375977
	Iteration 43Q: 3 clusters Score -5530752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -5530771.500000 Penalty: 5265.375977
	Iteration 44Q: 3 clusters Score -5530772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -5530799.500000 Penalty: 5265.375977
	Iteration 45Q: 3 clusters Score -5530800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5530817.000000 Penalty: 5265.375977
	Iteration 46Q: 3 clusters Score -5530817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5530808.000000 Penalty: 5265.375977
	Iteration 47Q: 3 clusters Score -5530808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -5530822.000000 Penalty: 5265.375977
	Iteration 48Q: 3 clusters Score -5530822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5530839.000000 Penalty: 5265.375977
	Iteration 49Q: 3 clusters Score -5530839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5530861.000000 Penalty: 5265.375977
	Iteration 50Q: 3 clusters Score -5530861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5530873.000000 Penalty: 5265.375977
	Iteration 51Q: 3 clusters Score -5530873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5530875.500000 Penalty: 5265.375977
	Iteration 52Q: 3 clusters Score -5530876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5530889.000000 Penalty: 5265.375977
	Iteration 53Q: 3 clusters Score -5530889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5530904.000000 Penalty: 5265.375977
	Iteration 54Q: 3 clusters Score -5530904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5530914.000000 Penalty: 5265.375977
	Iteration 55Q: 3 clusters Score -5530914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5530912.500000 Penalty: 5265.375977
	Iteration 56Q: 3 clusters Score -5530912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5530922.000000 Penalty: 5265.375977
	Iteration 57Q: 3 clusters Score -5530922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5530916.000000 Penalty: 5265.375977
	Iteration 58Q: 3 clusters Score -5530916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5530923.500000 Penalty: 5265.375977
	Iteration 59Q: 3 clusters Score -5530924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5530924.000000 Penalty: 5265.375977
	Iteration 60F: 3 clusters Score -5530924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5530927.000000 Penalty: 5265.375977
	Iteration 61Q: 3 clusters Score -5530927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5530927.000000 Penalty: 5265.375977
	Iteration 62F: 3 clusters Score -5530927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (175188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Entering Unmasked Estep 
Score: -23622094.000000 Penalty: 2994.256592
	Iteration 0F: 2 clusters Score -2.362209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -23507836.000000 Penalty: 5988.513184
	Iteration 0F: 3 clusters Score -2.350784e+07 nChanged 83959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -23557050.000000 Penalty: 5988.513184
	Iteration 1F: 3 clusters Score -2.355705e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -23557896.000000 Penalty: 5988.513184
	Iteration 2Q: 3 clusters Score -2.35579e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -23558818.000000 Penalty: 5988.513184
	Iteration 3Q: 3 clusters Score -2.355882e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -23560092.000000 Penalty: 5988.513184
	Iteration 4Q: 3 clusters Score -2.356009e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -23562360.000000 Penalty: 5988.513184
	Iteration 5Q: 3 clusters Score -2.356236e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -23566140.000000 Penalty: 5988.513184
	Iteration 6Q: 3 clusters Score -2.356614e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -23572852.000000 Penalty: 5988.513184
	Iteration 7F: 3 clusters Score -2.357285e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -23583052.000000 Penalty: 5988.513184
	Iteration 8F: 3 clusters Score -2.358305e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -23594654.000000 Penalty: 5988.513184
	Iteration 9F: 3 clusters Score -2.359465e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144334 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -23604280.000000 Penalty: 5988.513184
	Iteration 10F: 3 clusters Score -2.360428e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150005 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -23610074.000000 Penalty: 5988.513184
	Iteration 11Q: 3 clusters Score -2.361007e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -23612984.000000 Penalty: 5988.513184
	Iteration 12Q: 3 clusters Score -2.361298e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156607 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -23614724.000000 Penalty: 5988.513184
	Iteration 13Q: 3 clusters Score -2.361472e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -23616046.000000 Penalty: 5988.513184
	Iteration 14Q: 3 clusters Score -2.361605e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -23616934.000000 Penalty: 5988.513184
	Iteration 15Q: 3 clusters Score -2.361693e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -23617654.000000 Penalty: 5988.513184
	Iteration 16Q: 3 clusters Score -2.361765e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -23618328.000000 Penalty: 5988.513184
	Iteration 17Q: 3 clusters Score -2.361833e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -23618822.000000 Penalty: 5988.513184
	Iteration 18Q: 3 clusters Score -2.361882e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -23619274.000000 Penalty: 5988.513184
	Iteration 19Q: 3 clusters Score -2.361927e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -23619600.000000 Penalty: 5988.513184
	Iteration 20F: 3 clusters Score -2.36196e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -23619732.000000 Penalty: 5988.513184
	Iteration 21Q: 3 clusters Score -2.361973e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -23619928.000000 Penalty: 5988.513184
	Iteration 22Q: 3 clusters Score -2.361993e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -23620156.000000 Penalty: 5988.513184
	Iteration 23Q: 3 clusters Score -2.362016e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171074 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -23620202.000000 Penalty: 5988.513184
	Iteration 24Q: 3 clusters Score -2.36202e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23620260.000000 Penalty: 5988.513184
	Iteration 25Q: 3 clusters Score -2.362026e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23620322.000000 Penalty: 5988.513184
	Iteration 26Q: 3 clusters Score -2.362032e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172133 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -23620318.000000 Penalty: 5988.513184
	Iteration 27Q: 3 clusters Score -2.362032e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23620364.000000 Penalty: 5988.513184
	Iteration 28Q: 3 clusters Score -2.362036e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23620404.000000 Penalty: 5988.513184
	Iteration 29Q: 3 clusters Score -2.36204e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23620362.000000 Penalty: 5988.513184
	Iteration 30Q: 3 clusters Score -2.362036e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172725 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23620388.000000 Penalty: 5988.513184
	Iteration 31Q: 3 clusters Score -2.362039e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -23620398.000000 Penalty: 5988.513184
	Iteration 32Q: 3 clusters Score -2.36204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172889 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23620368.000000 Penalty: 5988.513184
	Iteration 33Q: 3 clusters Score -2.362037e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172946 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23620378.000000 Penalty: 5988.513184
	Iteration 34Q: 3 clusters Score -2.362038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23620384.000000 Penalty: 5988.513184
	Iteration 35Q: 3 clusters Score -2.362038e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23620372.000000 Penalty: 5988.513184
	Iteration 36Q: 3 clusters Score -2.362037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173085 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23620398.000000 Penalty: 5988.513184
	Iteration 37Q: 3 clusters Score -2.36204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23620426.000000 Penalty: 5988.513184
	Iteration 38Q: 3 clusters Score -2.362043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173156 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -23620416.000000 Penalty: 5988.513184
	Iteration 39Q: 3 clusters Score -2.362042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173182 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23620408.000000 Penalty: 5988.513184
	Iteration 40F: 3 clusters Score -2.362041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173206 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23620398.000000 Penalty: 5988.513184
	Iteration 41Q: 3 clusters Score -2.36204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 5988.513184
	Iteration 42Q: 3 clusters Score -2.362043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173240 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 43Q: 3 clusters Score -2.362043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 5988.513184
	Iteration 44Q: 3 clusters Score -2.362043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23620438.000000 Penalty: 5988.513184
	Iteration 45Q: 3 clusters Score -2.362044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173273 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -23620456.000000 Penalty: 5988.513184
	Iteration 46Q: 3 clusters Score -2.362046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173280 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23620456.000000 Penalty: 5988.513184
	Iteration 47Q: 3 clusters Score -2.362046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 5988.513184
	Iteration 48Q: 3 clusters Score -2.362043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173297 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23620426.000000 Penalty: 5988.513184
	Iteration 49Q: 3 clusters Score -2.362043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23620430.000000 Penalty: 5988.513184
	Iteration 50Q: 3 clusters Score -2.362043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173308 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -23620432.000000 Penalty: 5988.513184
	Iteration 51Q: 3 clusters Score -2.362043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173315 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23620428.000000 Penalty: 5988.513184
	Iteration 52Q: 3 clusters Score -2.362043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23620430.000000 Penalty: 5988.513184
	Iteration 53Q: 3 clusters Score -2.362043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 54Q: 3 clusters Score -2.362043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23620420.000000 Penalty: 5988.513184
	Iteration 55Q: 3 clusters Score -2.362042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23620420.000000 Penalty: 5988.513184
	Iteration 56Q: 3 clusters Score -2.362042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23620440.000000 Penalty: 5988.513184
	Iteration 57Q: 3 clusters Score -2.362044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23620432.000000 Penalty: 5988.513184
	Iteration 58Q: 3 clusters Score -2.362043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 59Q: 3 clusters Score -2.362043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23620442.000000 Penalty: 5988.513184
	Iteration 60F: 3 clusters Score -2.362044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 61Q: 3 clusters Score -2.362043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -23620442.000000 Penalty: 5988.513184
	Iteration 62Q: 3 clusters Score -2.362044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23620436.000000 Penalty: 5988.513184
	Iteration 63Q: 3 clusters Score -2.362044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23620424.000000 Penalty: 5988.513184
	Iteration 64Q: 3 clusters Score -2.362042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 65Q: 3 clusters Score -2.362043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173386 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23620434.000000 Penalty: 5988.513184
	Iteration 66F: 3 clusters Score -2.362043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 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 128 members 
Entering Unmasked Estep 
Score: -27084.894531 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27084.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27244.585938 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27244.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27307.609375 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27307.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27352.412109 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27352.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27386.949219 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27386.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27399.675781 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27399.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27399.675781 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -27399.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -338902.031250 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -338902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -335960.218750 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -335960.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -336590.531250 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -336590.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336753.437500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -336753.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -336842.781250 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -336842.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -336892.468750 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -336892.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -336925.437500 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -336925.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336952.312500 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -336952.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -336988.218750 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -336988.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -337007.500000 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -337007.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -337027.625000 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -337027.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -337052.062500 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -337052.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -337073.468750 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -337073.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -337091.093750 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -337091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -337103.812500 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -337103.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -337118.531250 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -337118.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337131.375000 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -337131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -337145.906250 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -337145.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -337156.062500 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -337156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -337166.562500 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -337166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -337177.187500 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -337177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -337191.187500 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -337191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -337202.718750 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -337202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -337209.656250 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -337209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -337215.406250 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -337215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -337219.250000 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -337219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -337222.281250 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -337222.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -337227.031250 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -337227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337232.406250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -337232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337235.156250 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -337235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -337238.718750 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -337238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -337242.500000 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -337242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -337245.625000 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -337245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -337248.468750 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -337248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -337252.937500 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -337252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -337257.093750 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -337257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -337259.031250 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -337259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -337262.843750 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -337262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -337264.031250 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -337264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -337264.968750 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -337265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -337265.781250 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -337265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -337265.718750 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -337265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -180745.484375 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -180745.5 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 737 members 
Entering Unmasked Estep 
Score: -178521.484375 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -178521.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179037.968750 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -179038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179294.359375 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -179294.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179588.234375 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -179588.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180004.718750 Penalty: 3612.590332
	Iteration 4F: 3 clusters Score -180004.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180489.437500 Penalty: 3612.590332
	Iteration 5F: 3 clusters Score -180489.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -181020.296875 Penalty: 3612.590332
	Iteration 6F: 3 clusters Score -181020.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181174.640625 Penalty: 3612.590332
	Iteration 7F: 3 clusters Score -181174.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181233.515625 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -181233.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181271.937500 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -181271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181309.718750 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -181309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -181364.156250 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -181364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -181417.359375 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -181417.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -181473.765625 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -181473.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181511.125000 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -181511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181565.296875 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -181565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181615.609375 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -181615.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181680.500000 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -181680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181702.734375 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -181702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181703.671875 Penalty: 3612.590332
	Iteration 19Q: 3 clusters Score -181703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181703.671875 Penalty: 3612.590332
	Iteration 20F: 3 clusters Score -181703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 115782 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 149887 members 
Mstep: Class 9 contains 187088 members 
Mstep: Class 10 contains 40769 members 
Mstep: Class 11 contains 175188 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 158256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 169926 members 
Mstep: Class 20 contains 186380 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 55633 members 
Entering Unmasked Estep 
Score: -180336032.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180336896.000000 to -180336032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (158256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158256 members 
Entering Unmasked Estep 
Score: -21161876.000000 Penalty: 2969.048340
	Iteration 0F: 2 clusters Score -2.116188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -21058782.000000 Penalty: 5938.096680
	Iteration 0F: 3 clusters Score -2.105878e+07 nChanged 75691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -21103030.000000 Penalty: 5938.096680
	Iteration 1F: 3 clusters Score -2.110303e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -21104046.000000 Penalty: 5938.096680
	Iteration 2Q: 3 clusters Score -2.110405e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -21105402.000000 Penalty: 5938.096680
	Iteration 3Q: 3 clusters Score -2.11054e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -21107916.000000 Penalty: 5938.096680
	Iteration 4Q: 3 clusters Score -2.110792e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -21111810.000000 Penalty: 5938.096680
	Iteration 5F: 3 clusters Score -2.111181e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -21118738.000000 Penalty: 5938.096680
	Iteration 6F: 3 clusters Score -2.111874e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -21128938.000000 Penalty: 5938.096680
	Iteration 7F: 3 clusters Score -2.112894e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -21139726.000000 Penalty: 5938.096680
	Iteration 8F: 3 clusters Score -2.113973e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -21148036.000000 Penalty: 5938.096680
	Iteration 9F: 3 clusters Score -2.114804e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -21152616.000000 Penalty: 5938.096680
	Iteration 10Q: 3 clusters Score -2.115262e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -21154766.000000 Penalty: 5938.096680
	Iteration 11Q: 3 clusters Score -2.115477e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -21156076.000000 Penalty: 5938.096680
	Iteration 12Q: 3 clusters Score -2.115608e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -21156954.000000 Penalty: 5938.096680
	Iteration 13Q: 3 clusters Score -2.115695e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -21157750.000000 Penalty: 5938.096680
	Iteration 14Q: 3 clusters Score -2.115775e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -21158438.000000 Penalty: 5938.096680
	Iteration 15Q: 3 clusters Score -2.115844e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -21159110.000000 Penalty: 5938.096680
	Iteration 16Q: 3 clusters Score -2.115911e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144123 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -21159702.000000 Penalty: 5938.096680
	Iteration 17Q: 3 clusters Score -2.11597e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -21159998.000000 Penalty: 5938.096680
	Iteration 18Q: 3 clusters Score -2.116e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -21160230.000000 Penalty: 5938.096680
	Iteration 19Q: 3 clusters Score -2.116023e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -21160570.000000 Penalty: 5938.096680
	Iteration 20F: 3 clusters Score -2.116057e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -21160718.000000 Penalty: 5938.096680
	Iteration 21Q: 3 clusters Score -2.116072e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -21160864.000000 Penalty: 5938.096680
	Iteration 22Q: 3 clusters Score -2.116086e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -21160946.000000 Penalty: 5938.096680
	Iteration 23Q: 3 clusters Score -2.116095e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -21160982.000000 Penalty: 5938.096680
	Iteration 24Q: 3 clusters Score -2.116098e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -21161072.000000 Penalty: 5938.096680
	Iteration 25Q: 3 clusters Score -2.116107e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -21161090.000000 Penalty: 5938.096680
	Iteration 26Q: 3 clusters Score -2.116109e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150521 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -21161144.000000 Penalty: 5938.096680
	Iteration 27Q: 3 clusters Score -2.116114e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -21161188.000000 Penalty: 5938.096680
	Iteration 28Q: 3 clusters Score -2.116119e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -21161194.000000 Penalty: 5938.096680
	Iteration 29Q: 3 clusters Score -2.116119e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -21161166.000000 Penalty: 5938.096680
	Iteration 30Q: 3 clusters Score -2.116117e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -21161162.000000 Penalty: 5938.096680
	Iteration 31Q: 3 clusters Score -2.116116e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -21161164.000000 Penalty: 5938.096680
	Iteration 32Q: 3 clusters Score -2.116116e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -21161184.000000 Penalty: 5938.096680
	Iteration 33Q: 3 clusters Score -2.116118e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -21161222.000000 Penalty: 5938.096680
	Iteration 34Q: 3 clusters Score -2.116122e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -21161244.000000 Penalty: 5938.096680
	Iteration 35Q: 3 clusters Score -2.116124e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -21161214.000000 Penalty: 5938.096680
	Iteration 36Q: 3 clusters Score -2.116121e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -21161224.000000 Penalty: 5938.096680
	Iteration 37Q: 3 clusters Score -2.116122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -21161230.000000 Penalty: 5938.096680
	Iteration 38Q: 3 clusters Score -2.116123e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -21161224.000000 Penalty: 5938.096680
	Iteration 39Q: 3 clusters Score -2.116122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152138 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -21161242.000000 Penalty: 5938.096680
	Iteration 40F: 3 clusters Score -2.116124e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -21161230.000000 Penalty: 5938.096680
	Iteration 41Q: 3 clusters Score -2.116123e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152245 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -21161230.000000 Penalty: 5938.096680
	Iteration 42Q: 3 clusters Score -2.116123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152292 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -21161234.000000 Penalty: 5938.096680
	Iteration 43Q: 3 clusters Score -2.116123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -21161248.000000 Penalty: 5938.096680
	Iteration 44Q: 3 clusters Score -2.116125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152381 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -21161256.000000 Penalty: 5938.096680
	Iteration 45Q: 3 clusters Score -2.116126e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -21161246.000000 Penalty: 5938.096680
	Iteration 46Q: 3 clusters Score -2.116125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -21161224.000000 Penalty: 5938.096680
	Iteration 47Q: 3 clusters Score -2.116122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21161224.000000 Penalty: 5938.096680
	Iteration 48Q: 3 clusters Score -2.116122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -21161244.000000 Penalty: 5938.096680
	Iteration 49Q: 3 clusters Score -2.116124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -21161254.000000 Penalty: 5938.096680
	Iteration 50Q: 3 clusters Score -2.116125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -21161268.000000 Penalty: 5938.096680
	Iteration 51Q: 3 clusters Score -2.116127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -21161274.000000 Penalty: 5938.096680
	Iteration 52Q: 3 clusters Score -2.116127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -21161254.000000 Penalty: 5938.096680
	Iteration 53Q: 3 clusters Score -2.116125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -21161264.000000 Penalty: 5938.096680
	Iteration 54Q: 3 clusters Score -2.116126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21161266.000000 Penalty: 5938.096680
	Iteration 55Q: 3 clusters Score -2.116127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -21161282.000000 Penalty: 5938.096680
	Iteration 56Q: 3 clusters Score -2.116128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -21161280.000000 Penalty: 5938.096680
	Iteration 57Q: 3 clusters Score -2.116128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -21161278.000000 Penalty: 5938.096680
	Iteration 58Q: 3 clusters Score -2.116128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -21161280.000000 Penalty: 5938.096680
	Iteration 59Q: 3 clusters Score -2.116128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -21161300.000000 Penalty: 5938.096680
	Iteration 60F: 3 clusters Score -2.11613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -21161304.000000 Penalty: 5938.096680
	Iteration 61Q: 3 clusters Score -2.11613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -21161294.000000 Penalty: 5938.096680
	Iteration 62Q: 3 clusters Score -2.116129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -21161308.000000 Penalty: 5938.096680
	Iteration 63Q: 3 clusters Score -2.116131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -21161314.000000 Penalty: 5938.096680
	Iteration 64Q: 3 clusters Score -2.116131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -21161294.000000 Penalty: 5938.096680
	Iteration 65Q: 3 clusters Score -2.116129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -21161298.000000 Penalty: 5938.096680
	Iteration 66Q: 3 clusters Score -2.11613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -21161288.000000 Penalty: 5938.096680
	Iteration 67Q: 3 clusters Score -2.116129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152858 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -21161284.000000 Penalty: 5938.096680
	Iteration 68Q: 3 clusters Score -2.116128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -21161280.000000 Penalty: 5938.096680
	Iteration 69Q: 3 clusters Score -2.116128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -21161272.000000 Penalty: 5938.096680
	Iteration 70Q: 3 clusters Score -2.116127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -21161278.000000 Penalty: 5938.096680
	Iteration 71Q: 3 clusters Score -2.116128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -21161290.000000 Penalty: 5938.096680
	Iteration 72Q: 3 clusters Score -2.116129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -21161284.000000 Penalty: 5938.096680
	Iteration 73Q: 3 clusters Score -2.116128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -21161262.000000 Penalty: 5938.096680
	Iteration 74Q: 3 clusters Score -2.116126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -21161280.000000 Penalty: 5938.096680
	Iteration 75Q: 3 clusters Score -2.116128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21161274.000000 Penalty: 5938.096680
	Iteration 76Q: 3 clusters Score -2.116127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21161274.000000 Penalty: 5938.096680
	Iteration 77F: 3 clusters Score -2.116127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 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 393 members 
Entering Unmasked Estep 
Score: -92102.929688 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92102.93 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92423.851562 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92423.85 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92672.882812 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92672.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92862.164062 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -92862.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93075.335938 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -93075.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93316.375000 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -93316.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93595.304688 Penalty: 3304.913818
	Iteration 6F: 3 clusters Score -93595.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93791.375000 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -93791.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94017.992188 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -94017.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94524.078125 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -94524.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94525.898438 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -94525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94532.023438 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -94532.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94533.546875 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -94533.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94533.546875 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -94533.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 115782 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 149887 members 
Mstep: Class 9 contains 187088 members 
Mstep: Class 10 contains 40769 members 
Mstep: Class 11 contains 175188 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158256 members 
Mstep: Class 16 contains 331 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 169926 members 
Mstep: Class 20 contains 186380 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 55633 members 
Entering Unmasked Estep 
Score: -180335472.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180336896.000000 to -180335472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -375689.500000 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -375689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -372476.562500 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -372476.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373050.062500 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -373050.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -373193.312500 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -373193.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -373294.218750 Penalty: 3961.812256
	Iteration 3Q: 3 clusters Score -373294.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -373376.781250 Penalty: 3961.812256
	Iteration 4Q: 3 clusters Score -373376.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -373430.062500 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -373430.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -373466.437500 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -373466.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -373488.843750 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -373488.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -373504.812500 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -373504.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -373518.625000 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -373518.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -373531.375000 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -373531.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -373548.812500 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -373548.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -373567.875000 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -373567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -373575.906250 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -373575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -373581.125000 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -373581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -373586.187500 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -373586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -373590.812500 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -373590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -373592.656250 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -373592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -373594.125000 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -373594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -373595.468750 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -373595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -373596.250000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -373596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -373599.218750 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -373599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -373600.125000 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -373600.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -373600.125000 Penalty: 3961.812256
	Iteration 23F: 3 clusters Score -373600.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Entering Unmasked Estep 
Score: -4460303.500000 Penalty: 2579.625244
	Iteration 0F: 2 clusters Score -4460304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4437806.000000 Penalty: 5159.250488
	Iteration 0F: 3 clusters Score -4437806 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4445825.000000 Penalty: 5159.250488
	Iteration 1F: 3 clusters Score -4445825 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4446255.000000 Penalty: 5159.250488
	Iteration 2Q: 3 clusters Score -4446255 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4446648.500000 Penalty: 5159.250488
	Iteration 3Q: 3 clusters Score -4446648 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4447034.500000 Penalty: 5159.250488
	Iteration 4Q: 3 clusters Score -4447034 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4447492.500000 Penalty: 5159.250488
	Iteration 5Q: 3 clusters Score -4447492 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4448137.000000 Penalty: 5159.250488
	Iteration 6Q: 3 clusters Score -4448137 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4449024.500000 Penalty: 5159.250488
	Iteration 7F: 3 clusters Score -4449024 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4450278.500000 Penalty: 5159.250488
	Iteration 8F: 3 clusters Score -4450278 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4451954.500000 Penalty: 5159.250488
	Iteration 9F: 3 clusters Score -4451954 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -4453759.000000 Penalty: 5159.250488
	Iteration 10F: 3 clusters Score -4453759 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4455265.000000 Penalty: 5159.250488
	Iteration 11F: 3 clusters Score -4455265 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4456372.000000 Penalty: 5159.250488
	Iteration 12Q: 3 clusters Score -4456372 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4457041.500000 Penalty: 5159.250488
	Iteration 13Q: 3 clusters Score -4457042 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4457445.500000 Penalty: 5159.250488
	Iteration 14Q: 3 clusters Score -4457446 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4457657.500000 Penalty: 5159.250488
	Iteration 15Q: 3 clusters Score -4457658 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4457773.500000 Penalty: 5159.250488
	Iteration 16Q: 3 clusters Score -4457774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4457878.000000 Penalty: 5159.250488
	Iteration 17Q: 3 clusters Score -4457878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4457952.000000 Penalty: 5159.250488
	Iteration 18Q: 3 clusters Score -4457952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4458000.000000 Penalty: 5159.250488
	Iteration 19Q: 3 clusters Score -4458000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4458030.000000 Penalty: 5159.250488
	Iteration 20F: 3 clusters Score -4458030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4458047.000000 Penalty: 5159.250488
	Iteration 21Q: 3 clusters Score -4458047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4458071.500000 Penalty: 5159.250488
	Iteration 22Q: 3 clusters Score -4458072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4458093.000000 Penalty: 5159.250488
	Iteration 23Q: 3 clusters Score -4458093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4458104.000000 Penalty: 5159.250488
	Iteration 24Q: 3 clusters Score -4458104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4458105.500000 Penalty: 5159.250488
	Iteration 25Q: 3 clusters Score -4458106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4458105.500000 Penalty: 5159.250488
	Iteration 26F: 3 clusters Score -4458106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Entering Unmasked Estep 
Score: -22930860.000000 Penalty: 2986.693359
	Iteration 0F: 2 clusters Score -2.293086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -22820108.000000 Penalty: 5973.386719
	Iteration 0F: 3 clusters Score -2.282011e+07 nChanged 81396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -22867272.000000 Penalty: 5973.386719
	Iteration 1F: 3 clusters Score -2.286727e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -22867974.000000 Penalty: 5973.386719
	Iteration 2Q: 3 clusters Score -2.286797e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -22868854.000000 Penalty: 5973.386719
	Iteration 3Q: 3 clusters Score -2.286885e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -22869900.000000 Penalty: 5973.386719
	Iteration 4Q: 3 clusters Score -2.28699e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -22871580.000000 Penalty: 5973.386719
	Iteration 5Q: 3 clusters Score -2.287158e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -22874088.000000 Penalty: 5973.386719
	Iteration 6Q: 3 clusters Score -2.287409e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -22877624.000000 Penalty: 5973.386719
	Iteration 7Q: 3 clusters Score -2.287762e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -22883696.000000 Penalty: 5973.386719
	Iteration 8F: 3 clusters Score -2.28837e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -22891606.000000 Penalty: 5973.386719
	Iteration 9F: 3 clusters Score -2.289161e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -22901344.000000 Penalty: 5973.386719
	Iteration 10F: 3 clusters Score -2.290134e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -22909306.000000 Penalty: 5973.386719
	Iteration 11F: 3 clusters Score -2.290931e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -22913684.000000 Penalty: 5973.386719
	Iteration 12Q: 3 clusters Score -2.291368e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -22915618.000000 Penalty: 5973.386719
	Iteration 13Q: 3 clusters Score -2.291562e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -22916886.000000 Penalty: 5973.386719
	Iteration 14Q: 3 clusters Score -2.291689e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -22917818.000000 Penalty: 5973.386719
	Iteration 15Q: 3 clusters Score -2.291782e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -22918810.000000 Penalty: 5973.386719
	Iteration 16Q: 3 clusters Score -2.291881e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -22919898.000000 Penalty: 5973.386719
	Iteration 17Q: 3 clusters Score -2.29199e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -22921050.000000 Penalty: 5973.386719
	Iteration 18Q: 3 clusters Score -2.292105e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -22922170.000000 Penalty: 5973.386719
	Iteration 19Q: 3 clusters Score -2.292217e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 149717 members 
Entering Unmasked Estep 
Score: -22923174.000000 Penalty: 5973.386719
	Iteration 20F: 3 clusters Score -2.292317e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -22924012.000000 Penalty: 5973.386719
	Iteration 21Q: 3 clusters Score -2.292401e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 154625 members 
Entering Unmasked Estep 
Score: -22924754.000000 Penalty: 5973.386719
	Iteration 22Q: 3 clusters Score -2.292475e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -22925368.000000 Penalty: 5973.386719
	Iteration 23Q: 3 clusters Score -2.292537e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -22926016.000000 Penalty: 5973.386719
	Iteration 24Q: 3 clusters Score -2.292602e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -22926644.000000 Penalty: 5973.386719
	Iteration 25Q: 3 clusters Score -2.292664e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -22927188.000000 Penalty: 5973.386719
	Iteration 26Q: 3 clusters Score -2.292719e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -22927598.000000 Penalty: 5973.386719
	Iteration 27Q: 3 clusters Score -2.29276e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -22927708.000000 Penalty: 5973.386719
	Iteration 28Q: 3 clusters Score -2.292771e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -22927960.000000 Penalty: 5973.386719
	Iteration 29Q: 3 clusters Score -2.292796e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -22928110.000000 Penalty: 5973.386719
	Iteration 30Q: 3 clusters Score -2.292811e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -22928332.000000 Penalty: 5973.386719
	Iteration 31Q: 3 clusters Score -2.292833e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -22928464.000000 Penalty: 5973.386719
	Iteration 32Q: 3 clusters Score -2.292846e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -22928496.000000 Penalty: 5973.386719
	Iteration 33Q: 3 clusters Score -2.29285e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 166971 members 
Entering Unmasked Estep 
Score: -22928574.000000 Penalty: 5973.386719
	Iteration 34Q: 3 clusters Score -2.292857e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -22928582.000000 Penalty: 5973.386719
	Iteration 35Q: 3 clusters Score -2.292858e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -22928604.000000 Penalty: 5973.386719
	Iteration 36Q: 3 clusters Score -2.29286e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 167537 members 
Entering Unmasked Estep 
Score: -22928636.000000 Penalty: 5973.386719
	Iteration 37Q: 3 clusters Score -2.292864e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -22928672.000000 Penalty: 5973.386719
	Iteration 38Q: 3 clusters Score -2.292867e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 167755 members 
Entering Unmasked Estep 
Score: -22928648.000000 Penalty: 5973.386719
	Iteration 39Q: 3 clusters Score -2.292865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -22928690.000000 Penalty: 5973.386719
	Iteration 40F: 3 clusters Score -2.292869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -22928668.000000 Penalty: 5973.386719
	Iteration 41Q: 3 clusters Score -2.292867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -22928692.000000 Penalty: 5973.386719
	Iteration 42Q: 3 clusters Score -2.292869e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -22928748.000000 Penalty: 5973.386719
	Iteration 43Q: 3 clusters Score -2.292875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -22928756.000000 Penalty: 5973.386719
	Iteration 44Q: 3 clusters Score -2.292876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -22928782.000000 Penalty: 5973.386719
	Iteration 45Q: 3 clusters Score -2.292878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -22928778.000000 Penalty: 5973.386719
	Iteration 46Q: 3 clusters Score -2.292878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 168154 members 
Entering Unmasked Estep 
Score: -22928806.000000 Penalty: 5973.386719
	Iteration 47Q: 3 clusters Score -2.292881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -22928800.000000 Penalty: 5973.386719
	Iteration 48Q: 3 clusters Score -2.29288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -22928806.000000 Penalty: 5973.386719
	Iteration 49Q: 3 clusters Score -2.292881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -22928802.000000 Penalty: 5973.386719
	Iteration 50Q: 3 clusters Score -2.29288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 168239 members 
Entering Unmasked Estep 
Score: -22928776.000000 Penalty: 5973.386719
	Iteration 51Q: 3 clusters Score -2.292878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -22928792.000000 Penalty: 5973.386719
	Iteration 52Q: 3 clusters Score -2.292879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 168273 members 
Entering Unmasked Estep 
Score: -22928810.000000 Penalty: 5973.386719
	Iteration 53Q: 3 clusters Score -2.292881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 168288 members 
Entering Unmasked Estep 
Score: -22928794.000000 Penalty: 5973.386719
	Iteration 54Q: 3 clusters Score -2.292879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -22928804.000000 Penalty: 5973.386719
	Iteration 55Q: 3 clusters Score -2.29288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 168309 members 
Entering Unmasked Estep 
Score: -22928790.000000 Penalty: 5973.386719
	Iteration 56Q: 3 clusters Score -2.292879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -22928792.000000 Penalty: 5973.386719
	Iteration 57Q: 3 clusters Score -2.292879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -22928794.000000 Penalty: 5973.386719
	Iteration 58Q: 3 clusters Score -2.292879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -22928796.000000 Penalty: 5973.386719
	Iteration 59Q: 3 clusters Score -2.29288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -22928786.000000 Penalty: 5973.386719
	Iteration 60F: 3 clusters Score -2.292879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -22928806.000000 Penalty: 5973.386719
	Iteration 61Q: 3 clusters Score -2.292881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -22928798.000000 Penalty: 5973.386719
	Iteration 62Q: 3 clusters Score -2.29288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -22928798.000000 Penalty: 5973.386719
	Iteration 63F: 3 clusters Score -2.29288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Entering Unmasked Estep 
Score: -24967846.000000 Penalty: 3009.614746
	Iteration 0F: 2 clusters Score -2.496785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -24847150.000000 Penalty: 6019.229492
	Iteration 0F: 3 clusters Score -2.484715e+07 nChanged 89621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -24900688.000000 Penalty: 6019.229492
	Iteration 1F: 3 clusters Score -2.490069e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -24902802.000000 Penalty: 6019.229492
	Iteration 2Q: 3 clusters Score -2.49028e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -24906990.000000 Penalty: 6019.229492
	Iteration 3Q: 3 clusters Score -2.490699e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -24914248.000000 Penalty: 6019.229492
	Iteration 4F: 3 clusters Score -2.491425e+07 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -24926458.000000 Penalty: 6019.229492
	Iteration 5F: 3 clusters Score -2.492646e+07 nChanged 16235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 137491 members 
Entering Unmasked Estep 
Score: -24942424.000000 Penalty: 6019.229492
	Iteration 6F: 3 clusters Score -2.494242e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 145959 members 
Entering Unmasked Estep 
Score: -24955990.000000 Penalty: 6019.229492
	Iteration 7F: 3 clusters Score -2.495599e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 151011 members 
Entering Unmasked Estep 
Score: -24962256.000000 Penalty: 6019.229492
	Iteration 8Q: 3 clusters Score -2.496226e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -24964118.000000 Penalty: 6019.229492
	Iteration 9Q: 3 clusters Score -2.496412e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 158000 members 
Entering Unmasked Estep 
Score: -24965098.000000 Penalty: 6019.229492
	Iteration 10Q: 3 clusters Score -2.49651e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 161154 members 
Entering Unmasked Estep 
Score: -24965764.000000 Penalty: 6019.229492
	Iteration 11Q: 3 clusters Score -2.496576e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -24966338.000000 Penalty: 6019.229492
	Iteration 12Q: 3 clusters Score -2.496634e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -24966646.000000 Penalty: 6019.229492
	Iteration 13Q: 3 clusters Score -2.496665e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -24966956.000000 Penalty: 6019.229492
	Iteration 14Q: 3 clusters Score -2.496696e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -24967020.000000 Penalty: 6019.229492
	Iteration 15Q: 3 clusters Score -2.496702e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -24967158.000000 Penalty: 6019.229492
	Iteration 16Q: 3 clusters Score -2.496716e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -24967282.000000 Penalty: 6019.229492
	Iteration 17Q: 3 clusters Score -2.496728e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -24967272.000000 Penalty: 6019.229492
	Iteration 18Q: 3 clusters Score -2.496727e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -24967140.000000 Penalty: 6019.229492
	Iteration 19Q: 3 clusters Score -2.496714e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 179179 members 
Entering Unmasked Estep 
Score: -24967158.000000 Penalty: 6019.229492
	Iteration 20F: 3 clusters Score -2.496716e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -24967008.000000 Penalty: 6019.229492
	Iteration 21Q: 3 clusters Score -2.496701e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -24966958.000000 Penalty: 6019.229492
	Iteration 22Q: 3 clusters Score -2.496696e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 181551 members 
Entering Unmasked Estep 
Score: -24966830.000000 Penalty: 6019.229492
	Iteration 23Q: 3 clusters Score -2.496683e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -24966680.000000 Penalty: 6019.229492
	Iteration 24Q: 3 clusters Score -2.496668e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 182617 members 
Entering Unmasked Estep 
Score: -24966602.000000 Penalty: 6019.229492
	Iteration 25Q: 3 clusters Score -2.49666e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 183025 members 
Entering Unmasked Estep 
Score: -24966500.000000 Penalty: 6019.229492
	Iteration 26Q: 3 clusters Score -2.49665e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 183373 members 
Entering Unmasked Estep 
Score: -24966456.000000 Penalty: 6019.229492
	Iteration 27Q: 3 clusters Score -2.496646e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 183663 members 
Entering Unmasked Estep 
Score: -24966366.000000 Penalty: 6019.229492
	Iteration 28Q: 3 clusters Score -2.496637e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 183899 members 
Entering Unmasked Estep 
Score: -24966324.000000 Penalty: 6019.229492
	Iteration 29Q: 3 clusters Score -2.496632e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 184086 members 
Entering Unmasked Estep 
Score: -24966188.000000 Penalty: 6019.229492
	Iteration 30Q: 3 clusters Score -2.496619e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -24966140.000000 Penalty: 6019.229492
	Iteration 31Q: 3 clusters Score -2.496614e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 184362 members 
Entering Unmasked Estep 
Score: -24966130.000000 Penalty: 6019.229492
	Iteration 32Q: 3 clusters Score -2.496613e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -24966132.000000 Penalty: 6019.229492
	Iteration 33Q: 3 clusters Score -2.496613e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -24966114.000000 Penalty: 6019.229492
	Iteration 34Q: 3 clusters Score -2.496611e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 184656 members 
Entering Unmasked Estep 
Score: -24966060.000000 Penalty: 6019.229492
	Iteration 35Q: 3 clusters Score -2.496606e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 184731 members 
Entering Unmasked Estep 
Score: -24966042.000000 Penalty: 6019.229492
	Iteration 36Q: 3 clusters Score -2.496604e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 184792 members 
Entering Unmasked Estep 
Score: -24965990.000000 Penalty: 6019.229492
	Iteration 37Q: 3 clusters Score -2.496599e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -24965976.000000 Penalty: 6019.229492
	Iteration 38Q: 3 clusters Score -2.496598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 184904 members 
Entering Unmasked Estep 
Score: -24965916.000000 Penalty: 6019.229492
	Iteration 39Q: 3 clusters Score -2.496592e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -24965902.000000 Penalty: 6019.229492
	Iteration 40F: 3 clusters Score -2.49659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -24965878.000000 Penalty: 6019.229492
	Iteration 41Q: 3 clusters Score -2.496588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 185050 members 
Entering Unmasked Estep 
Score: -24965852.000000 Penalty: 6019.229492
	Iteration 42Q: 3 clusters Score -2.496585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -24965860.000000 Penalty: 6019.229492
	Iteration 43Q: 3 clusters Score -2.496586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 185096 members 
Entering Unmasked Estep 
Score: -24965856.000000 Penalty: 6019.229492
	Iteration 44Q: 3 clusters Score -2.496586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 185109 members 
Entering Unmasked Estep 
Score: -24965882.000000 Penalty: 6019.229492
	Iteration 45Q: 3 clusters Score -2.496588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -24965864.000000 Penalty: 6019.229492
	Iteration 46Q: 3 clusters Score -2.496586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 185134 members 
Entering Unmasked Estep 
Score: -24965854.000000 Penalty: 6019.229492
	Iteration 47Q: 3 clusters Score -2.496585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 185141 members 
Entering Unmasked Estep 
Score: -24965884.000000 Penalty: 6019.229492
	Iteration 48Q: 3 clusters Score -2.496588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -24965870.000000 Penalty: 6019.229492
	Iteration 49Q: 3 clusters Score -2.496587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -24965888.000000 Penalty: 6019.229492
	Iteration 50Q: 3 clusters Score -2.496589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -24965892.000000 Penalty: 6019.229492
	Iteration 51Q: 3 clusters Score -2.496589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -24965898.000000 Penalty: 6019.229492
	Iteration 52Q: 3 clusters Score -2.49659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -24965886.000000 Penalty: 6019.229492
	Iteration 53Q: 3 clusters Score -2.496589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 185153 members 
Entering Unmasked Estep 
Score: -24965894.000000 Penalty: 6019.229492
	Iteration 54Q: 3 clusters Score -2.496589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 185154 members 
Entering Unmasked Estep 
Score: -24965890.000000 Penalty: 6019.229492
	Iteration 55Q: 3 clusters Score -2.496589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 185154 members 
Entering Unmasked Estep 
Score: -24965890.000000 Penalty: 6019.229492
	Iteration 56F: 3 clusters Score -2.496589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Entering Unmasked Estep 
Score: -7552806.500000 Penalty: 2709.779785
	Iteration 0F: 2 clusters Score -7552806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7515254.000000 Penalty: 5419.559570
	Iteration 0F: 3 clusters Score -7515254 nChanged 25848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -7529612.000000 Penalty: 5419.559570
	Iteration 1F: 3 clusters Score -7529612 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7530208.500000 Penalty: 5419.559570
	Iteration 2Q: 3 clusters Score -7530208 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -7530674.500000 Penalty: 5419.559570
	Iteration 3Q: 3 clusters Score -7530674 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -7531199.500000 Penalty: 5419.559570
	Iteration 4Q: 3 clusters Score -7531200 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7531879.000000 Penalty: 5419.559570
	Iteration 5Q: 3 clusters Score -7531879 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7532872.000000 Penalty: 5419.559570
	Iteration 6Q: 3 clusters Score -7532872 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7534465.000000 Penalty: 5419.559570
	Iteration 7F: 3 clusters Score -7534465 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -7536968.500000 Penalty: 5419.559570
	Iteration 8F: 3 clusters Score -7536968 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -7540348.500000 Penalty: 5419.559570
	Iteration 9F: 3 clusters Score -7540348 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -7544091.000000 Penalty: 5419.559570
	Iteration 10F: 3 clusters Score -7544091 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7547277.000000 Penalty: 5419.559570
	Iteration 11F: 3 clusters Score -7547277 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7549127.500000 Penalty: 5419.559570
	Iteration 12Q: 3 clusters Score -7549128 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7549951.500000 Penalty: 5419.559570
	Iteration 13Q: 3 clusters Score -7549952 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7550203.000000 Penalty: 5419.559570
	Iteration 14Q: 3 clusters Score -7550203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7550310.500000 Penalty: 5419.559570
	Iteration 15Q: 3 clusters Score -7550310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7550360.000000 Penalty: 5419.559570
	Iteration 16Q: 3 clusters Score -7550360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7550379.000000 Penalty: 5419.559570
	Iteration 17Q: 3 clusters Score -7550379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7550387.000000 Penalty: 5419.559570
	Iteration 18Q: 3 clusters Score -7550387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7550393.000000 Penalty: 5419.559570
	Iteration 19Q: 3 clusters Score -7550393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7550399.500000 Penalty: 5419.559570
	Iteration 20F: 3 clusters Score -7550400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7550407.000000 Penalty: 5419.559570
	Iteration 21Q: 3 clusters Score -7550407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7550412.500000 Penalty: 5419.559570
	Iteration 22Q: 3 clusters Score -7550412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7550416.500000 Penalty: 5419.559570
	Iteration 23Q: 3 clusters Score -7550416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7550419.000000 Penalty: 5419.559570
	Iteration 24Q: 3 clusters Score -7550419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7550423.500000 Penalty: 5419.559570
	Iteration 25Q: 3 clusters Score -7550424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7550419.500000 Penalty: 5419.559570
	Iteration 26Q: 3 clusters Score -7550420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7550419.500000 Penalty: 5419.559570
	Iteration 27Q: 3 clusters Score -7550420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7550421.500000 Penalty: 5419.559570
	Iteration 28Q: 3 clusters Score -7550422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7550421.500000 Penalty: 5419.559570
	Iteration 29F: 3 clusters Score -7550422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 115782 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16898 members 
Mstep: Class 8 contains 149887 members 
Mstep: Class 9 contains 187088 members 
Mstep: Class 10 contains 40769 members 
Mstep: Class 11 contains 175188 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 169926 members 
Mstep: Class 20 contains 186380 members 
Mstep: Class 22 contains 55633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336688.000000 Penalty: 73593.648438
Iteration 239Q: 22 clusters Score -1.803367e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 115822 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16906 members 
Mstep: Class 8 contains 149917 members 
Mstep: Class 9 contains 187146 members 
Mstep: Class 10 contains 40803 members 
Mstep: Class 11 contains 175199 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158323 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 32942 members 
Mstep: Class 19 contains 169995 members 
Mstep: Class 20 contains 185993 members 
Mstep: Class 22 contains 55653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336432.000000 Penalty: 73593.648438
Iteration 240F: 22 clusters Score -1.803364e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 6894 members 
Mstep: Class 3 contains 3982 members 
Mstep: Class 4 contains 115857 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16905 members 
Mstep: Class 8 contains 149995 members 
Mstep: Class 9 contains 187217 members 
Mstep: Class 10 contains 40841 members 
Mstep: Class 11 contains 175221 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158396 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 32956 members 
Mstep: Class 19 contains 170053 members 
Mstep: Class 20 contains 185569 members 
Mstep: Class 22 contains 55666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336576.000000 Penalty: 73593.648438
Iteration 241Q: 22 clusters Score -1.803366e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 6911 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 115894 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16914 members 
Mstep: Class 8 contains 150041 members 
Mstep: Class 9 contains 187281 members 
Mstep: Class 10 contains 40866 members 
Mstep: Class 11 contains 175246 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158489 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 32978 members 
Mstep: Class 19 contains 170090 members 
Mstep: Class 20 contains 185169 members 
Mstep: Class 22 contains 55673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336400.000000 Penalty: 73593.648438
Iteration 242Q: 22 clusters Score -1.803364e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 115945 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16917 members 
Mstep: Class 8 contains 150077 members 
Mstep: Class 9 contains 187346 members 
Mstep: Class 10 contains 40893 members 
Mstep: Class 11 contains 175250 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158562 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 33003 members 
Mstep: Class 19 contains 170132 members 
Mstep: Class 20 contains 184767 members 
Mstep: Class 22 contains 55699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336160.000000 Penalty: 73593.648438
Iteration 243Q: 22 clusters Score -1.803362e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 116004 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16923 members 
Mstep: Class 8 contains 150142 members 
Mstep: Class 9 contains 187404 members 
Mstep: Class 10 contains 40928 members 
Mstep: Class 11 contains 175270 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158632 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 33008 members 
Mstep: Class 19 contains 170156 members 
Mstep: Class 20 contains 184350 members 
Mstep: Class 22 contains 55731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335952.000000 Penalty: 73593.648438
Iteration 244Q: 22 clusters Score -1.80336e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 116051 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 150221 members 
Mstep: Class 9 contains 187445 members 
Mstep: Class 10 contains 40968 members 
Mstep: Class 11 contains 175283 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 158701 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 33017 members 
Mstep: Class 19 contains 170198 members 
Mstep: Class 20 contains 183931 members 
Mstep: Class 22 contains 55750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335840.000000 Penalty: 73593.648438
Iteration 245Q: 22 clusters Score -1.803358e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 7013 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 116096 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16943 members 
Mstep: Class 8 contains 150275 members 
Mstep: Class 9 contains 187485 members 
Mstep: Class 10 contains 40984 members 
Mstep: Class 11 contains 175311 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 158796 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 33018 members 
Mstep: Class 19 contains 170226 members 
Mstep: Class 20 contains 183542 members 
Mstep: Class 22 contains 55775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335632.000000 Penalty: 73593.648438
Iteration 246Q: 22 clusters Score -1.803356e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 116144 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16946 members 
Mstep: Class 8 contains 150315 members 
Mstep: Class 9 contains 187523 members 
Mstep: Class 10 contains 41012 members 
Mstep: Class 11 contains 175359 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 158922 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 33029 members 
Mstep: Class 19 contains 170266 members 
Mstep: Class 20 contains 183109 members 
Mstep: Class 22 contains 55794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335344.000000 Penalty: 73593.648438
Iteration 247Q: 22 clusters Score -1.803353e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 116213 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16953 members 
Mstep: Class 8 contains 150372 members 
Mstep: Class 9 contains 187567 members 
Mstep: Class 10 contains 41039 members 
Mstep: Class 11 contains 175401 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159020 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 33032 members 
Mstep: Class 19 contains 170320 members 
Mstep: Class 20 contains 182687 members 
Mstep: Class 22 contains 55804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334592.000000 Penalty: 73593.648438
Iteration 248Q: 22 clusters Score -1.803346e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 116246 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16958 members 
Mstep: Class 8 contains 150394 members 
Mstep: Class 9 contains 187616 members 
Mstep: Class 10 contains 41067 members 
Mstep: Class 11 contains 175426 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159118 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 33049 members 
Mstep: Class 19 contains 170363 members 
Mstep: Class 20 contains 182292 members 
Mstep: Class 22 contains 55835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334560.000000 Penalty: 73593.648438
Iteration 249Q: 22 clusters Score -1.803346e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 116268 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16959 members 
Mstep: Class 8 contains 150449 members 
Mstep: Class 9 contains 187665 members 
Mstep: Class 10 contains 41092 members 
Mstep: Class 11 contains 175464 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159232 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 33055 members 
Mstep: Class 19 contains 170429 members 
Mstep: Class 20 contains 181837 members 
Mstep: Class 22 contains 55869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334256.000000 Penalty: 73593.648438
Iteration 250Q: 22 clusters Score -1.803343e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 116292 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16963 members 
Mstep: Class 8 contains 150505 members 
Mstep: Class 9 contains 187695 members 
Mstep: Class 10 contains 41116 members 
Mstep: Class 11 contains 175490 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159341 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 33061 members 
Mstep: Class 19 contains 170496 members 
Mstep: Class 20 contains 181401 members 
Mstep: Class 22 contains 55907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334256.000000 Penalty: 73593.648438
Iteration 251Q: 22 clusters Score -1.803343e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 116320 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16964 members 
Mstep: Class 8 contains 150535 members 
Mstep: Class 9 contains 187741 members 
Mstep: Class 10 contains 41140 members 
Mstep: Class 11 contains 175535 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159462 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 33074 members 
Mstep: Class 19 contains 170554 members 
Mstep: Class 20 contains 180953 members 
Mstep: Class 22 contains 55940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334448.000000 Penalty: 73593.648438
Iteration 252Q: 22 clusters Score -1.803344e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 116362 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16974 members 
Mstep: Class 8 contains 150600 members 
Mstep: Class 9 contains 187781 members 
Mstep: Class 10 contains 41154 members 
Mstep: Class 11 contains 175589 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159546 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 33090 members 
Mstep: Class 19 contains 170609 members 
Mstep: Class 20 contains 180469 members 
Mstep: Class 22 contains 55968 members 
Entering Unmasked Estep 
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Score: -180333968.000000 Penalty: 73593.648438
Iteration 253Q: 22 clusters Score -1.80334e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 116399 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16984 members 
Mstep: Class 8 contains 150669 members 
Mstep: Class 9 contains 187835 members 
Mstep: Class 10 contains 41167 members 
Mstep: Class 11 contains 175627 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159630 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 33115 members 
Mstep: Class 19 contains 170661 members 
Mstep: Class 20 contains 179981 members 
Mstep: Class 22 contains 56004 members 
Entering Unmasked Estep 
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Score: -180333952.000000 Penalty: 73593.648438
Iteration 254Q: 22 clusters Score -1.80334e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 116416 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 150747 members 
Mstep: Class 9 contains 187878 members 
Mstep: Class 10 contains 41193 members 
Mstep: Class 11 contains 175663 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159722 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 33112 members 
Mstep: Class 19 contains 170753 members 
Mstep: Class 20 contains 179512 members 
Mstep: Class 22 contains 56041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333840.000000 Penalty: 73593.648438
Iteration 255Q: 22 clusters Score -1.803338e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 116439 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17002 members 
Mstep: Class 8 contains 150731 members 
Mstep: Class 9 contains 187934 members 
Mstep: Class 10 contains 41214 members 
Mstep: Class 11 contains 175701 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159846 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 33120 members 
Mstep: Class 19 contains 170837 members 
Mstep: Class 20 contains 179062 members 
Mstep: Class 22 contains 56079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333632.000000 Penalty: 73593.648438
Iteration 256Q: 22 clusters Score -1.803336e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 116464 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16999 members 
Mstep: Class 8 contains 150741 members 
Mstep: Class 9 contains 187975 members 
Mstep: Class 10 contains 41230 members 
Mstep: Class 11 contains 175743 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 159957 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 33132 members 
Mstep: Class 19 contains 170921 members 
Mstep: Class 20 contains 178633 members 
Mstep: Class 22 contains 56118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333296.000000 Penalty: 73593.648438
Iteration 257Q: 22 clusters Score -1.803333e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 116483 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16998 members 
Mstep: Class 8 contains 150750 members 
Mstep: Class 9 contains 188007 members 
Mstep: Class 10 contains 41255 members 
Mstep: Class 11 contains 175763 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160066 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 33150 members 
Mstep: Class 19 contains 170984 members 
Mstep: Class 20 contains 178233 members 
Mstep: Class 22 contains 56172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332784.000000 Penalty: 73593.648438
Iteration 258Q: 22 clusters Score -1.803328e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 116495 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16996 members 
Mstep: Class 8 contains 150817 members 
Mstep: Class 9 contains 188040 members 
Mstep: Class 10 contains 41269 members 
Mstep: Class 11 contains 175752 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160173 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 33168 members 
Mstep: Class 19 contains 171071 members 
Mstep: Class 20 contains 177819 members 
Mstep: Class 22 contains 56204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 22 clusters Score -1.803326e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 116517 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 16996 members 
Mstep: Class 8 contains 150896 members 
Mstep: Class 9 contains 188051 members 
Mstep: Class 10 contains 41291 members 
Mstep: Class 11 contains 175762 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160262 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 33185 members 
Mstep: Class 19 contains 171149 members 
Mstep: Class 20 contains 177400 members 
Mstep: Class 22 contains 56245 members 
Entering Unmasked Estep 
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Score: -180332496.000000 Penalty: 73593.648438
Iteration 260F: 22 clusters Score -1.803325e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 116538 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17002 members 
Mstep: Class 8 contains 151021 members 
Mstep: Class 9 contains 188045 members 
Mstep: Class 10 contains 41318 members 
Mstep: Class 11 contains 175753 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160372 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 33188 members 
Mstep: Class 19 contains 171236 members 
Mstep: Class 20 contains 176979 members 
Mstep: Class 22 contains 56275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332272.000000 Penalty: 73593.648438
Iteration 261Q: 22 clusters Score -1.803323e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 116561 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17008 members 
Mstep: Class 8 contains 151151 members 
Mstep: Class 9 contains 188063 members 
Mstep: Class 10 contains 41350 members 
Mstep: Class 11 contains 175758 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160462 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 33181 members 
Mstep: Class 19 contains 171328 members 
Mstep: Class 20 contains 176535 members 
Mstep: Class 22 contains 56287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331920.000000 Penalty: 73593.648438
Iteration 262Q: 22 clusters Score -1.803319e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 116585 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17014 members 
Mstep: Class 8 contains 151266 members 
Mstep: Class 9 contains 188071 members 
Mstep: Class 10 contains 41382 members 
Mstep: Class 11 contains 175751 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160561 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 33183 members 
Mstep: Class 19 contains 171397 members 
Mstep: Class 20 contains 176085 members 
Mstep: Class 22 contains 56316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331872.000000 Penalty: 73593.648438
Iteration 263Q: 22 clusters Score -1.803319e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 7361 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 116588 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17031 members 
Mstep: Class 8 contains 151366 members 
Mstep: Class 9 contains 188079 members 
Mstep: Class 10 contains 41401 members 
Mstep: Class 11 contains 175754 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160643 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 33192 members 
Mstep: Class 19 contains 171489 members 
Mstep: Class 20 contains 175682 members 
Mstep: Class 22 contains 56345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331792.000000 Penalty: 73593.648438
Iteration 264Q: 22 clusters Score -1.803318e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 116595 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17043 members 
Mstep: Class 8 contains 151425 members 
Mstep: Class 9 contains 188105 members 
Mstep: Class 10 contains 41422 members 
Mstep: Class 11 contains 175767 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160751 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 33200 members 
Mstep: Class 19 contains 171574 members 
Mstep: Class 20 contains 175237 members 
Mstep: Class 22 contains 56385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331616.000000 Penalty: 73593.648438
Iteration 265Q: 22 clusters Score -1.803316e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 116588 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17045 members 
Mstep: Class 8 contains 151504 members 
Mstep: Class 9 contains 188138 members 
Mstep: Class 10 contains 41455 members 
Mstep: Class 11 contains 175772 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160856 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 33203 members 
Mstep: Class 19 contains 171646 members 
Mstep: Class 20 contains 174813 members 
Mstep: Class 22 contains 56437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331088.000000 Penalty: 73593.648438
Iteration 266Q: 22 clusters Score -1.803311e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 116585 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17049 members 
Mstep: Class 8 contains 151559 members 
Mstep: Class 9 contains 188164 members 
Mstep: Class 10 contains 41483 members 
Mstep: Class 11 contains 175774 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160960 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 33219 members 
Mstep: Class 19 contains 171730 members 
Mstep: Class 20 contains 174402 members 
Mstep: Class 22 contains 56470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331120.000000 Penalty: 73593.648438
Iteration 267Q: 22 clusters Score -1.803311e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 116585 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17056 members 
Mstep: Class 8 contains 151628 members 
Mstep: Class 9 contains 188187 members 
Mstep: Class 10 contains 41512 members 
Mstep: Class 11 contains 175781 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161052 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 33221 members 
Mstep: Class 19 contains 171811 members 
Mstep: Class 20 contains 173984 members 
Mstep: Class 22 contains 56497 members 
Entering Unmasked Estep 
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Score: -180331296.000000 Penalty: 73593.648438
Iteration 268Q: 22 clusters Score -1.803313e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 116570 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17063 members 
Mstep: Class 8 contains 151688 members 
Mstep: Class 9 contains 188227 members 
Mstep: Class 10 contains 41542 members 
Mstep: Class 11 contains 175779 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161103 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 33222 members 
Mstep: Class 19 contains 171887 members 
Mstep: Class 20 contains 173644 members 
Mstep: Class 22 contains 56525 members 
Entering Unmasked Estep 
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Score: -180331104.000000 Penalty: 73593.648438
Iteration 269Q: 22 clusters Score -1.803311e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 116574 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17066 members 
Mstep: Class 8 contains 151741 members 
Mstep: Class 9 contains 188281 members 
Mstep: Class 10 contains 41574 members 
Mstep: Class 11 contains 175759 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161149 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 33232 members 
Mstep: Class 19 contains 171965 members 
Mstep: Class 20 contains 173327 members 
Mstep: Class 22 contains 56543 members 
Entering Unmasked Estep 
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Score: -180330544.000000 Penalty: 73593.648438
Iteration 270Q: 22 clusters Score -1.803305e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 7549 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 116591 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17067 members 
Mstep: Class 8 contains 151798 members 
Mstep: Class 9 contains 188296 members 
Mstep: Class 10 contains 41602 members 
Mstep: Class 11 contains 175779 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161203 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 33241 members 
Mstep: Class 19 contains 172040 members 
Mstep: Class 20 contains 172986 members 
Mstep: Class 22 contains 56563 members 
Entering Unmasked Estep 
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Iteration 271Q: 22 clusters Score -1.803304e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 7573 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 116612 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17073 members 
Mstep: Class 8 contains 151882 members 
Mstep: Class 9 contains 188328 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 175799 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161265 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 33241 members 
Mstep: Class 19 contains 172102 members 
Mstep: Class 20 contains 172594 members 
Mstep: Class 22 contains 56588 members 
Entering Unmasked Estep 
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Iteration 272Q: 22 clusters Score -1.803307e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 7601 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 116649 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 151879 members 
Mstep: Class 9 contains 188347 members 
Mstep: Class 10 contains 41659 members 
Mstep: Class 11 contains 175845 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161321 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 33250 members 
Mstep: Class 19 contains 172146 members 
Mstep: Class 20 contains 172251 members 
Mstep: Class 22 contains 56621 members 
Entering Unmasked Estep 
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Iteration 273Q: 22 clusters Score -1.803304e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 116671 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 151898 members 
Mstep: Class 9 contains 188409 members 
Mstep: Class 10 contains 41683 members 
Mstep: Class 11 contains 175862 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161370 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 33254 members 
Mstep: Class 19 contains 172233 members 
Mstep: Class 20 contains 171878 members 
Mstep: Class 22 contains 56671 members 
Entering Unmasked Estep 
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Iteration 274Q: 22 clusters Score -1.8033e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 116695 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17084 members 
Mstep: Class 8 contains 151875 members 
Mstep: Class 9 contains 188466 members 
Mstep: Class 10 contains 41701 members 
Mstep: Class 11 contains 175898 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161398 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 33273 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 171559 members 
Mstep: Class 22 contains 56714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329904.000000 Penalty: 73593.648438
Iteration 275Q: 22 clusters Score -1.803299e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 116705 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17090 members 
Mstep: Class 8 contains 151928 members 
Mstep: Class 9 contains 188510 members 
Mstep: Class 10 contains 41716 members 
Mstep: Class 11 contains 175924 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161417 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 33291 members 
Mstep: Class 19 contains 172385 members 
Mstep: Class 20 contains 171202 members 
Mstep: Class 22 contains 56758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330016.000000 Penalty: 73593.648438
Iteration 276Q: 22 clusters Score -1.8033e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 7693 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 116714 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17088 members 
Mstep: Class 8 contains 152029 members 
Mstep: Class 9 contains 188546 members 
Mstep: Class 10 contains 41731 members 
Mstep: Class 11 contains 175929 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161445 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 33306 members 
Mstep: Class 19 contains 172442 members 
Mstep: Class 20 contains 170878 members 
Mstep: Class 22 contains 56794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329728.000000 Penalty: 73593.648438
Iteration 277Q: 22 clusters Score -1.803297e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 7714 members 
Mstep: Class 3 contains 4139 members 
Mstep: Class 4 contains 116731 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17094 members 
Mstep: Class 8 contains 152113 members 
Mstep: Class 9 contains 188611 members 
Mstep: Class 10 contains 41733 members 
Mstep: Class 11 contains 175924 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161466 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 33328 members 
Mstep: Class 19 contains 172492 members 
Mstep: Class 20 contains 170511 members 
Mstep: Class 22 contains 56846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329696.000000 Penalty: 73593.648438
Iteration 278Q: 22 clusters Score -1.803297e+08 nChanged 1735
Entering ConstructFrom: 
Score: -180329696.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (63084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Entering Unmasked Estep 
Score: -8207602.500000 Penalty: 2740.951172
	Iteration 0F: 2 clusters Score -8207602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -8165200.000000 Penalty: 5481.902344
	Iteration 0F: 3 clusters Score -8165200 nChanged 29350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -8181808.000000 Penalty: 5481.902344
	Iteration 1F: 3 clusters Score -8181808 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -8182432.000000 Penalty: 5481.902344
	Iteration 2Q: 3 clusters Score -8182432 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -8183029.000000 Penalty: 5481.902344
	Iteration 3Q: 3 clusters Score -8183029 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -8183598.500000 Penalty: 5481.902344
	Iteration 4Q: 3 clusters Score -8183598 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -8184242.000000 Penalty: 5481.902344
	Iteration 5Q: 3 clusters Score -8184242 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -8185078.000000 Penalty: 5481.902344
	Iteration 6Q: 3 clusters Score -8185078 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -8186039.500000 Penalty: 5481.902344
	Iteration 7Q: 3 clusters Score -8186040 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -8187263.000000 Penalty: 5481.902344
	Iteration 8Q: 3 clusters Score -8187263 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8188724.000000 Penalty: 5481.902344
	Iteration 9Q: 3 clusters Score -8188724 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8190239.500000 Penalty: 5481.902344
	Iteration 10Q: 3 clusters Score -8190240 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -8191951.500000 Penalty: 5481.902344
	Iteration 11Q: 3 clusters Score -8191952 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -8193804.000000 Penalty: 5481.902344
	Iteration 12Q: 3 clusters Score -8193804 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8195737.500000 Penalty: 5481.902344
	Iteration 13Q: 3 clusters Score -8195738 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -8197401.500000 Penalty: 5481.902344
	Iteration 14Q: 3 clusters Score -8197402 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -8198680.000000 Penalty: 5481.902344
	Iteration 15Q: 3 clusters Score -8198680 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -8199695.500000 Penalty: 5481.902344
	Iteration 16Q: 3 clusters Score -8199696 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8200551.500000 Penalty: 5481.902344
	Iteration 17Q: 3 clusters Score -8200552 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -8201424.500000 Penalty: 5481.902344
	Iteration 18Q: 3 clusters Score -8201424 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8202216.000000 Penalty: 5481.902344
	Iteration 19Q: 3 clusters Score -8202216 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8202854.500000 Penalty: 5481.902344
	Iteration 20F: 3 clusters Score -8202854 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8203363.500000 Penalty: 5481.902344
	Iteration 21Q: 3 clusters Score -8203364 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8203692.000000 Penalty: 5481.902344
	Iteration 22Q: 3 clusters Score -8203692 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8203907.500000 Penalty: 5481.902344
	Iteration 23Q: 3 clusters Score -8203908 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8204085.000000 Penalty: 5481.902344
	Iteration 24Q: 3 clusters Score -8204085 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8204190.000000 Penalty: 5481.902344
	Iteration 25Q: 3 clusters Score -8204190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8204277.500000 Penalty: 5481.902344
	Iteration 26Q: 3 clusters Score -8204278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8204353.500000 Penalty: 5481.902344
	Iteration 27Q: 3 clusters Score -8204354 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8204400.500000 Penalty: 5481.902344
	Iteration 28Q: 3 clusters Score -8204400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8204507.500000 Penalty: 5481.902344
	Iteration 29Q: 3 clusters Score -8204508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8204569.500000 Penalty: 5481.902344
	Iteration 30Q: 3 clusters Score -8204570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8204605.000000 Penalty: 5481.902344
	Iteration 31Q: 3 clusters Score -8204605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8204653.000000 Penalty: 5481.902344
	Iteration 32Q: 3 clusters Score -8204653 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8204710.500000 Penalty: 5481.902344
	Iteration 33Q: 3 clusters Score -8204710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8204735.500000 Penalty: 5481.902344
	Iteration 34Q: 3 clusters Score -8204736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8204769.000000 Penalty: 5481.902344
	Iteration 35Q: 3 clusters Score -8204769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8204803.500000 Penalty: 5481.902344
	Iteration 36Q: 3 clusters Score -8204804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8204818.500000 Penalty: 5481.902344
	Iteration 37Q: 3 clusters Score -8204818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8204845.500000 Penalty: 5481.902344
	Iteration 38Q: 3 clusters Score -8204846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8204879.500000 Penalty: 5481.902344
	Iteration 39Q: 3 clusters Score -8204880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8204904.500000 Penalty: 5481.902344
	Iteration 40F: 3 clusters Score -8204904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8204919.500000 Penalty: 5481.902344
	Iteration 41Q: 3 clusters Score -8204920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8204924.000000 Penalty: 5481.902344
	Iteration 42Q: 3 clusters Score -8204924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8204943.000000 Penalty: 5481.902344
	Iteration 43Q: 3 clusters Score -8204943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8204950.500000 Penalty: 5481.902344
	Iteration 44Q: 3 clusters Score -8204950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8204959.500000 Penalty: 5481.902344
	Iteration 45Q: 3 clusters Score -8204960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8204978.000000 Penalty: 5481.902344
	Iteration 46Q: 3 clusters Score -8204978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8204980.500000 Penalty: 5481.902344
	Iteration 47Q: 3 clusters Score -8204980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8204991.500000 Penalty: 5481.902344
	Iteration 48Q: 3 clusters Score -8204992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8204998.500000 Penalty: 5481.902344
	Iteration 49Q: 3 clusters Score -8204998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8205000.000000 Penalty: 5481.902344
	Iteration 50Q: 3 clusters Score -8205000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8205013.500000 Penalty: 5481.902344
	Iteration 51Q: 3 clusters Score -8205014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8205020.000000 Penalty: 5481.902344
	Iteration 52Q: 3 clusters Score -8205020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8205012.000000 Penalty: 5481.902344
	Iteration 53Q: 3 clusters Score -8205012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8205039.500000 Penalty: 5481.902344
	Iteration 54Q: 3 clusters Score -8205040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8205037.500000 Penalty: 5481.902344
	Iteration 55Q: 3 clusters Score -8205038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8205030.000000 Penalty: 5481.902344
	Iteration 56Q: 3 clusters Score -8205030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8205040.000000 Penalty: 5481.902344
	Iteration 57Q: 3 clusters Score -8205040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8205064.000000 Penalty: 5481.902344
	Iteration 58Q: 3 clusters Score -8205064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8205067.500000 Penalty: 5481.902344
	Iteration 59Q: 3 clusters Score -8205068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8205079.000000 Penalty: 5481.902344
	Iteration 60F: 3 clusters Score -8205079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8205085.500000 Penalty: 5481.902344
	Iteration 61Q: 3 clusters Score -8205086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8205088.000000 Penalty: 5481.902344
	Iteration 62Q: 3 clusters Score -8205088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8205095.500000 Penalty: 5481.902344
	Iteration 63Q: 3 clusters Score -8205096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8205097.500000 Penalty: 5481.902344
	Iteration 64Q: 3 clusters Score -8205098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8205098.500000 Penalty: 5481.902344
	Iteration 65Q: 3 clusters Score -8205098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8205108.500000 Penalty: 5481.902344
	Iteration 66Q: 3 clusters Score -8205108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8205115.500000 Penalty: 5481.902344
	Iteration 67Q: 3 clusters Score -8205116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8205125.500000 Penalty: 5481.902344
	Iteration 68Q: 3 clusters Score -8205126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8205132.500000 Penalty: 5481.902344
	Iteration 69Q: 3 clusters Score -8205132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8205140.000000 Penalty: 5481.902344
	Iteration 70Q: 3 clusters Score -8205140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8205137.000000 Penalty: 5481.902344
	Iteration 71Q: 3 clusters Score -8205137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8205140.000000 Penalty: 5481.902344
	Iteration 72Q: 3 clusters Score -8205140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8205146.000000 Penalty: 5481.902344
	Iteration 73Q: 3 clusters Score -8205146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8205151.000000 Penalty: 5481.902344
	Iteration 74Q: 3 clusters Score -8205151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8205157.000000 Penalty: 5481.902344
	Iteration 75Q: 3 clusters Score -8205157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8205159.000000 Penalty: 5481.902344
	Iteration 76Q: 3 clusters Score -8205159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8205161.500000 Penalty: 5481.902344
	Iteration 77Q: 3 clusters Score -8205162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8205170.000000 Penalty: 5481.902344
	Iteration 78Q: 3 clusters Score -8205170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8205176.500000 Penalty: 5481.902344
	Iteration 79Q: 3 clusters Score -8205176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8205173.500000 Penalty: 5481.902344
	Iteration 80F: 3 clusters Score -8205174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8205182.000000 Penalty: 5481.902344
	Iteration 81Q: 3 clusters Score -8205182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8205186.000000 Penalty: 5481.902344
	Iteration 82Q: 3 clusters Score -8205186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8205190.500000 Penalty: 5481.902344
	Iteration 83Q: 3 clusters Score -8205190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8205193.500000 Penalty: 5481.902344
	Iteration 84Q: 3 clusters Score -8205194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8205190.000000 Penalty: 5481.902344
	Iteration 85Q: 3 clusters Score -8205190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8205183.000000 Penalty: 5481.902344
	Iteration 86Q: 3 clusters Score -8205183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8205196.500000 Penalty: 5481.902344
	Iteration 87Q: 3 clusters Score -8205196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8205189.500000 Penalty: 5481.902344
	Iteration 88Q: 3 clusters Score -8205190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8205186.000000 Penalty: 5481.902344
	Iteration 89Q: 3 clusters Score -8205186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8205190.000000 Penalty: 5481.902344
	Iteration 90Q: 3 clusters Score -8205190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8205192.000000 Penalty: 5481.902344
	Iteration 91Q: 3 clusters Score -8205192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8205192.000000 Penalty: 5481.902344
	Iteration 92F: 3 clusters Score -8205192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Entering Unmasked Estep 
Score: -1046095.062500 Penalty: 2220.598877
	Iteration 0F: 2 clusters Score -1046095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1039800.250000 Penalty: 4441.197754
	Iteration 0F: 3 clusters Score -1039800 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1041373.125000 Penalty: 4441.197754
	Iteration 1F: 3 clusters Score -1041373 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1041616.500000 Penalty: 4441.197754
	Iteration 2F: 3 clusters Score -1041616 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1041796.812500 Penalty: 4441.197754
	Iteration 3F: 3 clusters Score -1041797 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1041945.937500 Penalty: 4441.197754
	Iteration 4Q: 3 clusters Score -1041946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1042053.562500 Penalty: 4441.197754
	Iteration 5Q: 3 clusters Score -1042054 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1042140.875000 Penalty: 4441.197754
	Iteration 6Q: 3 clusters Score -1042141 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1042221.250000 Penalty: 4441.197754
	Iteration 7Q: 3 clusters Score -1042221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1042297.500000 Penalty: 4441.197754
	Iteration 8Q: 3 clusters Score -1042298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1042386.437500 Penalty: 4441.197754
	Iteration 9Q: 3 clusters Score -1042386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1042483.375000 Penalty: 4441.197754
	Iteration 10Q: 3 clusters Score -1042483 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1042586.562500 Penalty: 4441.197754
	Iteration 11Q: 3 clusters Score -1042587 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1042720.875000 Penalty: 4441.197754
	Iteration 12Q: 3 clusters Score -1042721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1042869.125000 Penalty: 4441.197754
	Iteration 13Q: 3 clusters Score -1042869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1043041.500000 Penalty: 4441.197754
	Iteration 14Q: 3 clusters Score -1043042 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1043204.500000 Penalty: 4441.197754
	Iteration 15Q: 3 clusters Score -1043204 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1043370.250000 Penalty: 4441.197754
	Iteration 16Q: 3 clusters Score -1043370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1043541.312500 Penalty: 4441.197754
	Iteration 17Q: 3 clusters Score -1043541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1043669.312500 Penalty: 4441.197754
	Iteration 18Q: 3 clusters Score -1043669 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1043754.125000 Penalty: 4441.197754
	Iteration 19Q: 3 clusters Score -1043754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1043807.187500 Penalty: 4441.197754
	Iteration 20F: 3 clusters Score -1043807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1043850.875000 Penalty: 4441.197754
	Iteration 21Q: 3 clusters Score -1043851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1043893.062500 Penalty: 4441.197754
	Iteration 22Q: 3 clusters Score -1043893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1043936.500000 Penalty: 4441.197754
	Iteration 23Q: 3 clusters Score -1043936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1043962.625000 Penalty: 4441.197754
	Iteration 24Q: 3 clusters Score -1043963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1043984.250000 Penalty: 4441.197754
	Iteration 25Q: 3 clusters Score -1043984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1044002.562500 Penalty: 4441.197754
	Iteration 26Q: 3 clusters Score -1044003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1044013.250000 Penalty: 4441.197754
	Iteration 27Q: 3 clusters Score -1044013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1044024.812500 Penalty: 4441.197754
	Iteration 28Q: 3 clusters Score -1044025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1044033.250000 Penalty: 4441.197754
	Iteration 29Q: 3 clusters Score -1044033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1044040.125000 Penalty: 4441.197754
	Iteration 30Q: 3 clusters Score -1044040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1044044.625000 Penalty: 4441.197754
	Iteration 31Q: 3 clusters Score -1044045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1044052.312500 Penalty: 4441.197754
	Iteration 32Q: 3 clusters Score -1044052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1044062.937500 Penalty: 4441.197754
	Iteration 33Q: 3 clusters Score -1044063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1044070.062500 Penalty: 4441.197754
	Iteration 34Q: 3 clusters Score -1044070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1044075.187500 Penalty: 4441.197754
	Iteration 35Q: 3 clusters Score -1044075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1044081.125000 Penalty: 4441.197754
	Iteration 36Q: 3 clusters Score -1044081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1044086.812500 Penalty: 4441.197754
	Iteration 37Q: 3 clusters Score -1044087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1044088.187500 Penalty: 4441.197754
	Iteration 38Q: 3 clusters Score -1044088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1044095.875000 Penalty: 4441.197754
	Iteration 39Q: 3 clusters Score -1044096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1044100.000000 Penalty: 4441.197754
	Iteration 40F: 3 clusters Score -1044100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1044101.750000 Penalty: 4441.197754
	Iteration 41Q: 3 clusters Score -1044102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1044104.125000 Penalty: 4441.197754
	Iteration 42Q: 3 clusters Score -1044104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1044109.500000 Penalty: 4441.197754
	Iteration 43Q: 3 clusters Score -1044110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1044111.312500 Penalty: 4441.197754
	Iteration 44Q: 3 clusters Score -1044111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1044113.437500 Penalty: 4441.197754
	Iteration 45Q: 3 clusters Score -1044113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1044113.437500 Penalty: 4441.197754
	Iteration 46F: 3 clusters Score -1044113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -528896.937500 Penalty: 2065.934570
	Iteration 0F: 2 clusters Score -528896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -524923.187500 Penalty: 4131.869141
	Iteration 0F: 3 clusters Score -524923.2 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -525889.625000 Penalty: 4131.869141
	Iteration 1F: 3 clusters Score -525889.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -526163.812500 Penalty: 4131.869141
	Iteration 2F: 3 clusters Score -526163.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -526368.625000 Penalty: 4131.869141
	Iteration 3F: 3 clusters Score -526368.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -526498.375000 Penalty: 4131.869141
	Iteration 4Q: 3 clusters Score -526498.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -526585.437500 Penalty: 4131.869141
	Iteration 5Q: 3 clusters Score -526585.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -526652.500000 Penalty: 4131.869141
	Iteration 6Q: 3 clusters Score -526652.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -526706.250000 Penalty: 4131.869141
	Iteration 7Q: 3 clusters Score -526706.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -526750.375000 Penalty: 4131.869141
	Iteration 8Q: 3 clusters Score -526750.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -526793.937500 Penalty: 4131.869141
	Iteration 9Q: 3 clusters Score -526793.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -526833.375000 Penalty: 4131.869141
	Iteration 10Q: 3 clusters Score -526833.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -526860.812500 Penalty: 4131.869141
	Iteration 11Q: 3 clusters Score -526860.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -526884.375000 Penalty: 4131.869141
	Iteration 12Q: 3 clusters Score -526884.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -526905.000000 Penalty: 4131.869141
	Iteration 13Q: 3 clusters Score -526905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -526920.062500 Penalty: 4131.869141
	Iteration 14Q: 3 clusters Score -526920.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -526929.375000 Penalty: 4131.869141
	Iteration 15Q: 3 clusters Score -526929.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -526937.875000 Penalty: 4131.869141
	Iteration 16Q: 3 clusters Score -526937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -526946.437500 Penalty: 4131.869141
	Iteration 17Q: 3 clusters Score -526946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -526954.437500 Penalty: 4131.869141
	Iteration 18Q: 3 clusters Score -526954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -526961.250000 Penalty: 4131.869141
	Iteration 19Q: 3 clusters Score -526961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -526967.937500 Penalty: 4131.869141
	Iteration 20F: 3 clusters Score -526967.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -526978.375000 Penalty: 4131.869141
	Iteration 21Q: 3 clusters Score -526978.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -526992.375000 Penalty: 4131.869141
	Iteration 22Q: 3 clusters Score -526992.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -527006.500000 Penalty: 4131.869141
	Iteration 23Q: 3 clusters Score -527006.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -527021.375000 Penalty: 4131.869141
	Iteration 24Q: 3 clusters Score -527021.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -527034.500000 Penalty: 4131.869141
	Iteration 25Q: 3 clusters Score -527034.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -527046.375000 Penalty: 4131.869141
	Iteration 26Q: 3 clusters Score -527046.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -527057.250000 Penalty: 4131.869141
	Iteration 27Q: 3 clusters Score -527057.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -527069.625000 Penalty: 4131.869141
	Iteration 28Q: 3 clusters Score -527069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -527077.312500 Penalty: 4131.869141
	Iteration 29Q: 3 clusters Score -527077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -527084.812500 Penalty: 4131.869141
	Iteration 30Q: 3 clusters Score -527084.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -527092.500000 Penalty: 4131.869141
	Iteration 31Q: 3 clusters Score -527092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -527098.875000 Penalty: 4131.869141
	Iteration 32Q: 3 clusters Score -527098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -527102.187500 Penalty: 4131.869141
	Iteration 33Q: 3 clusters Score -527102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -527110.000000 Penalty: 4131.869141
	Iteration 34Q: 3 clusters Score -527110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -527116.687500 Penalty: 4131.869141
	Iteration 35Q: 3 clusters Score -527116.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -527120.250000 Penalty: 4131.869141
	Iteration 36Q: 3 clusters Score -527120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -527121.937500 Penalty: 4131.869141
	Iteration 37Q: 3 clusters Score -527121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -527123.187500 Penalty: 4131.869141
	Iteration 38Q: 3 clusters Score -527123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -527127.312500 Penalty: 4131.869141
	Iteration 39Q: 3 clusters Score -527127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -527129.437500 Penalty: 4131.869141
	Iteration 40F: 3 clusters Score -527129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -527132.125000 Penalty: 4131.869141
	Iteration 41Q: 3 clusters Score -527132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -527134.562500 Penalty: 4131.869141
	Iteration 42Q: 3 clusters Score -527134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -527139.500000 Penalty: 4131.869141
	Iteration 43Q: 3 clusters Score -527139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -527143.250000 Penalty: 4131.869141
	Iteration 44Q: 3 clusters Score -527143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -527145.750000 Penalty: 4131.869141
	Iteration 45Q: 3 clusters Score -527145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -527157.062500 Penalty: 4131.869141
	Iteration 46Q: 3 clusters Score -527157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -527165.562500 Penalty: 4131.869141
	Iteration 47Q: 3 clusters Score -527165.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -527174.312500 Penalty: 4131.869141
	Iteration 48Q: 3 clusters Score -527174.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -527181.437500 Penalty: 4131.869141
	Iteration 49Q: 3 clusters Score -527181.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -527189.125000 Penalty: 4131.869141
	Iteration 50Q: 3 clusters Score -527189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -527199.250000 Penalty: 4131.869141
	Iteration 51Q: 3 clusters Score -527199.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -527210.375000 Penalty: 4131.869141
	Iteration 52Q: 3 clusters Score -527210.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -527218.125000 Penalty: 4131.869141
	Iteration 53Q: 3 clusters Score -527218.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -527226.625000 Penalty: 4131.869141
	Iteration 54Q: 3 clusters Score -527226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -527233.250000 Penalty: 4131.869141
	Iteration 55Q: 3 clusters Score -527233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -527243.375000 Penalty: 4131.869141
	Iteration 56Q: 3 clusters Score -527243.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -527250.875000 Penalty: 4131.869141
	Iteration 57Q: 3 clusters Score -527250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -527259.250000 Penalty: 4131.869141
	Iteration 58Q: 3 clusters Score -527259.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -527264.562500 Penalty: 4131.869141
	Iteration 59Q: 3 clusters Score -527264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -527270.500000 Penalty: 4131.869141
	Iteration 60F: 3 clusters Score -527270.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -527275.062500 Penalty: 4131.869141
	Iteration 61Q: 3 clusters Score -527275.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -527280.687500 Penalty: 4131.869141
	Iteration 62Q: 3 clusters Score -527280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -527283.625000 Penalty: 4131.869141
	Iteration 63Q: 3 clusters Score -527283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -527292.000000 Penalty: 4131.869141
	Iteration 64Q: 3 clusters Score -527292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -527299.937500 Penalty: 4131.869141
	Iteration 65Q: 3 clusters Score -527299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -527303.875000 Penalty: 4131.869141
	Iteration 66Q: 3 clusters Score -527303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -527308.500000 Penalty: 4131.869141
	Iteration 67Q: 3 clusters Score -527308.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -527315.125000 Penalty: 4131.869141
	Iteration 68Q: 3 clusters Score -527315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -527320.250000 Penalty: 4131.869141
	Iteration 69Q: 3 clusters Score -527320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -527328.562500 Penalty: 4131.869141
	Iteration 70Q: 3 clusters Score -527328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -527334.437500 Penalty: 4131.869141
	Iteration 71Q: 3 clusters Score -527334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -527337.937500 Penalty: 4131.869141
	Iteration 72Q: 3 clusters Score -527337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -527338.687500 Penalty: 4131.869141
	Iteration 73Q: 3 clusters Score -527338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -527342.625000 Penalty: 4131.869141
	Iteration 74Q: 3 clusters Score -527342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -527343.375000 Penalty: 4131.869141
	Iteration 75Q: 3 clusters Score -527343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -527345.375000 Penalty: 4131.869141
	Iteration 76Q: 3 clusters Score -527345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -527345.437500 Penalty: 4131.869141
	Iteration 77Q: 3 clusters Score -527345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -527346.687500 Penalty: 4131.869141
	Iteration 78Q: 3 clusters Score -527346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -527346.562500 Penalty: 4131.869141
	Iteration 79Q: 3 clusters Score -527346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -527346.875000 Penalty: 4131.869141
	Iteration 80F: 3 clusters Score -527346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -527350.062500 Penalty: 4131.869141
	Iteration 81Q: 3 clusters Score -527350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -527350.187500 Penalty: 4131.869141
	Iteration 82Q: 3 clusters Score -527350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -527350.312500 Penalty: 4131.869141
	Iteration 83Q: 3 clusters Score -527350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -527352.437500 Penalty: 4131.869141
	Iteration 84Q: 3 clusters Score -527352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -527353.312500 Penalty: 4131.869141
	Iteration 85Q: 3 clusters Score -527353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -527354.000000 Penalty: 4131.869141
	Iteration 86Q: 3 clusters Score -527354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -527354.937500 Penalty: 4131.869141
	Iteration 87Q: 3 clusters Score -527354.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -527354.937500 Penalty: 4131.869141
	Iteration 88F: 3 clusters Score -527354.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116774 members 
Entering Unmasked Estep 
Score: -15765092.000000 Penalty: 2893.662842
	Iteration 0F: 2 clusters Score -1.576509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -15686802.000000 Penalty: 5787.325684
	Iteration 0F: 3 clusters Score -1.56868e+07 nChanged 55509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -15718578.000000 Penalty: 5787.325684
	Iteration 1F: 3 clusters Score -1.571858e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -15719301.000000 Penalty: 5787.325684
	Iteration 2Q: 3 clusters Score -1.57193e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -15719976.000000 Penalty: 5787.325684
	Iteration 3Q: 3 clusters Score -1.571998e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -15720923.000000 Penalty: 5787.325684
	Iteration 4Q: 3 clusters Score -1.572092e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -15722113.000000 Penalty: 5787.325684
	Iteration 5Q: 3 clusters Score -1.572211e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -15724045.000000 Penalty: 5787.325684
	Iteration 6Q: 3 clusters Score -1.572404e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -15726781.000000 Penalty: 5787.325684
	Iteration 7Q: 3 clusters Score -1.572678e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -15730834.000000 Penalty: 5787.325684
	Iteration 8F: 3 clusters Score -1.573083e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -15736278.000000 Penalty: 5787.325684
	Iteration 9F: 3 clusters Score -1.573628e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -15743003.000000 Penalty: 5787.325684
	Iteration 10F: 3 clusters Score -1.5743e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -15749821.000000 Penalty: 5787.325684
	Iteration 11F: 3 clusters Score -1.574982e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -15755015.000000 Penalty: 5787.325684
	Iteration 12F: 3 clusters Score -1.575502e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -15758465.000000 Penalty: 5787.325684
	Iteration 13Q: 3 clusters Score -1.575846e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -15760385.000000 Penalty: 5787.325684
	Iteration 14Q: 3 clusters Score -1.576038e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -15761462.000000 Penalty: 5787.325684
	Iteration 15Q: 3 clusters Score -1.576146e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -15761966.000000 Penalty: 5787.325684
	Iteration 16Q: 3 clusters Score -1.576197e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -15762201.000000 Penalty: 5787.325684
	Iteration 17Q: 3 clusters Score -1.57622e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -15762327.000000 Penalty: 5787.325684
	Iteration 18Q: 3 clusters Score -1.576233e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -15762420.000000 Penalty: 5787.325684
	Iteration 19Q: 3 clusters Score -1.576242e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -15762481.000000 Penalty: 5787.325684
	Iteration 20F: 3 clusters Score -1.576248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -15762506.000000 Penalty: 5787.325684
	Iteration 21Q: 3 clusters Score -1.576251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -15762539.000000 Penalty: 5787.325684
	Iteration 22Q: 3 clusters Score -1.576254e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -15762569.000000 Penalty: 5787.325684
	Iteration 23Q: 3 clusters Score -1.576257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 116173 members 
Entering Unmasked Estep 
Score: -15762597.000000 Penalty: 5787.325684
	Iteration 24Q: 3 clusters Score -1.57626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -15762603.000000 Penalty: 5787.325684
	Iteration 25Q: 3 clusters Score -1.57626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -15762643.000000 Penalty: 5787.325684
	Iteration 26Q: 3 clusters Score -1.576264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -15762652.000000 Penalty: 5787.325684
	Iteration 27Q: 3 clusters Score -1.576265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -15762645.000000 Penalty: 5787.325684
	Iteration 28Q: 3 clusters Score -1.576264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -15762651.000000 Penalty: 5787.325684
	Iteration 29Q: 3 clusters Score -1.576265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -15762662.000000 Penalty: 5787.325684
	Iteration 30Q: 3 clusters Score -1.576266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -15762680.000000 Penalty: 5787.325684
	Iteration 31Q: 3 clusters Score -1.576268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -15762682.000000 Penalty: 5787.325684
	Iteration 32Q: 3 clusters Score -1.576268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -15762689.000000 Penalty: 5787.325684
	Iteration 33Q: 3 clusters Score -1.576269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -15762685.000000 Penalty: 5787.325684
	Iteration 34Q: 3 clusters Score -1.576268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
Score: -15762679.000000 Penalty: 5787.325684
	Iteration 35Q: 3 clusters Score -1.576268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
Score: -15762679.000000 Penalty: 5787.325684
	Iteration 36F: 3 clusters Score -1.576268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 271 members 
Entering Unmasked Estep 
Score: -64051.429688 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64051.43 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64423.148438 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64423.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64653.917969 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64653.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64801.851562 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -64801.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64968.421875 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64968.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65048.648438 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -65048.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65109.167969 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65109.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65167.945312 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65167.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65192.914062 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65192.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65225.707031 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65225.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65245.734375 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -65245.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65271.324219 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -65271.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65287.445312 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -65287.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65290.000000 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -65290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65301.277344 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -65301.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65309.367188 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -65309.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65318.613281 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -65318.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65328.875000 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -65328.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65337.304688 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -65337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65339.839844 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -65339.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65341.968750 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -65341.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39502.882812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39502.88 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 186 members 
Entering Unmasked Estep 
Score: -38155.000000 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38266.750000 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38266.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38318.171875 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38318.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38327.121094 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38327.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38332.156250 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38332.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38335.371094 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -38335.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38338.101562 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -38338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38338.101562 Penalty: 2904.115723
	Iteration 7F: 3 clusters Score -38338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Entering Unmasked Estep 
Score: -2145024.250000 Penalty: 2417.171387
	Iteration 0F: 2 clusters Score -2145024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2132797.250000 Penalty: 4834.342773
	Iteration 0F: 3 clusters Score -2132797 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2136787.750000 Penalty: 4834.342773
	Iteration 1F: 3 clusters Score -2136788 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2137180.750000 Penalty: 4834.342773
	Iteration 2F: 3 clusters Score -2137181 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2137475.250000 Penalty: 4834.342773
	Iteration 3Q: 3 clusters Score -2137475 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2137726.250000 Penalty: 4834.342773
	Iteration 4Q: 3 clusters Score -2137726 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2137997.750000 Penalty: 4834.342773
	Iteration 5Q: 3 clusters Score -2137998 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2138256.750000 Penalty: 4834.342773
	Iteration 6Q: 3 clusters Score -2138257 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2138524.250000 Penalty: 4834.342773
	Iteration 7Q: 3 clusters Score -2138524 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2138878.250000 Penalty: 4834.342773
	Iteration 8Q: 3 clusters Score -2138878 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2139348.500000 Penalty: 4834.342773
	Iteration 9Q: 3 clusters Score -2139348 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2139999.500000 Penalty: 4834.342773
	Iteration 10F: 3 clusters Score -2140000 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2140961.750000 Penalty: 4834.342773
	Iteration 11F: 3 clusters Score -2140962 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2142049.000000 Penalty: 4834.342773
	Iteration 12F: 3 clusters Score -2142049 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2143095.750000 Penalty: 4834.342773
	Iteration 13Q: 3 clusters Score -2143096 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2143789.500000 Penalty: 4834.342773
	Iteration 14Q: 3 clusters Score -2143790 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2144240.000000 Penalty: 4834.342773
	Iteration 15Q: 3 clusters Score -2144240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2144443.000000 Penalty: 4834.342773
	Iteration 16Q: 3 clusters Score -2144443 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2144542.000000 Penalty: 4834.342773
	Iteration 17Q: 3 clusters Score -2144542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2144588.250000 Penalty: 4834.342773
	Iteration 18Q: 3 clusters Score -2144588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2144604.250000 Penalty: 4834.342773
	Iteration 19Q: 3 clusters Score -2144604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2144652.250000 Penalty: 4834.342773
	Iteration 20F: 3 clusters Score -2144652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2144665.500000 Penalty: 4834.342773
	Iteration 21Q: 3 clusters Score -2144666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2144679.500000 Penalty: 4834.342773
	Iteration 22Q: 3 clusters Score -2144680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2144682.000000 Penalty: 4834.342773
	Iteration 23Q: 3 clusters Score -2144682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2144693.250000 Penalty: 4834.342773
	Iteration 24Q: 3 clusters Score -2144693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2144701.500000 Penalty: 4834.342773
	Iteration 25Q: 3 clusters Score -2144702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2144701.750000 Penalty: 4834.342773
	Iteration 26Q: 3 clusters Score -2144702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2144707.750000 Penalty: 4834.342773
	Iteration 27Q: 3 clusters Score -2144708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2144713.250000 Penalty: 4834.342773
	Iteration 28Q: 3 clusters Score -2144713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2144717.000000 Penalty: 4834.342773
	Iteration 29Q: 3 clusters Score -2144717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2144717.000000 Penalty: 4834.342773
	Iteration 30Q: 3 clusters Score -2144717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2144714.250000 Penalty: 4834.342773
	Iteration 31Q: 3 clusters Score -2144714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2144717.500000 Penalty: 4834.342773
	Iteration 32Q: 3 clusters Score -2144718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2144717.500000 Penalty: 4834.342773
	Iteration 33F: 3 clusters Score -2144718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Entering Unmasked Estep 
Score: -20470314.000000 Penalty: 2959.388184
	Iteration 0F: 2 clusters Score -2.047031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -20370926.000000 Penalty: 5918.776367
	Iteration 0F: 3 clusters Score -2.037093e+07 nChanged 72674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -20412944.000000 Penalty: 5918.776367
	Iteration 1F: 3 clusters Score -2.041294e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -20413646.000000 Penalty: 5918.776367
	Iteration 2Q: 3 clusters Score -2.041365e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -20414560.000000 Penalty: 5918.776367
	Iteration 3Q: 3 clusters Score -2.041456e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -20415484.000000 Penalty: 5918.776367
	Iteration 4Q: 3 clusters Score -2.041548e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -20417038.000000 Penalty: 5918.776367
	Iteration 5Q: 3 clusters Score -2.041704e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -20418958.000000 Penalty: 5918.776367
	Iteration 6Q: 3 clusters Score -2.041896e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -20422132.000000 Penalty: 5918.776367
	Iteration 7Q: 3 clusters Score -2.042213e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -20427352.000000 Penalty: 5918.776367
	Iteration 8F: 3 clusters Score -2.042735e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -20435048.000000 Penalty: 5918.776367
	Iteration 9F: 3 clusters Score -2.043505e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -20443114.000000 Penalty: 5918.776367
	Iteration 10F: 3 clusters Score -2.044311e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -20447622.000000 Penalty: 5918.776367
	Iteration 11F: 3 clusters Score -2.044762e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -20449196.000000 Penalty: 5918.776367
	Iteration 12Q: 3 clusters Score -2.04492e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -20450218.000000 Penalty: 5918.776367
	Iteration 13Q: 3 clusters Score -2.045022e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -20450966.000000 Penalty: 5918.776367
	Iteration 14Q: 3 clusters Score -2.045097e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -20451752.000000 Penalty: 5918.776367
	Iteration 15Q: 3 clusters Score -2.045175e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -20452582.000000 Penalty: 5918.776367
	Iteration 16Q: 3 clusters Score -2.045258e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -20453214.000000 Penalty: 5918.776367
	Iteration 17Q: 3 clusters Score -2.045321e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -20454092.000000 Penalty: 5918.776367
	Iteration 18Q: 3 clusters Score -2.045409e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -20455070.000000 Penalty: 5918.776367
	Iteration 19Q: 3 clusters Score -2.045507e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 97630 members 
Entering Unmasked Estep 
Score: -20455934.000000 Penalty: 5918.776367
	Iteration 20F: 3 clusters Score -2.045593e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -20456690.000000 Penalty: 5918.776367
	Iteration 21Q: 3 clusters Score -2.045669e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 100077 members 
Entering Unmasked Estep 
Score: -20457248.000000 Penalty: 5918.776367
	Iteration 22Q: 3 clusters Score -2.045725e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -20457882.000000 Penalty: 5918.776367
	Iteration 23Q: 3 clusters Score -2.045788e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -20458424.000000 Penalty: 5918.776367
	Iteration 24Q: 3 clusters Score -2.045842e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -20458724.000000 Penalty: 5918.776367
	Iteration 25Q: 3 clusters Score -2.045872e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -20459034.000000 Penalty: 5918.776367
	Iteration 26Q: 3 clusters Score -2.045903e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -20459298.000000 Penalty: 5918.776367
	Iteration 27Q: 3 clusters Score -2.04593e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -20459494.000000 Penalty: 5918.776367
	Iteration 28Q: 3 clusters Score -2.045949e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -20459718.000000 Penalty: 5918.776367
	Iteration 29Q: 3 clusters Score -2.045972e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -20459912.000000 Penalty: 5918.776367
	Iteration 30Q: 3 clusters Score -2.045991e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -20460006.000000 Penalty: 5918.776367
	Iteration 31Q: 3 clusters Score -2.046001e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -20460084.000000 Penalty: 5918.776367
	Iteration 32Q: 3 clusters Score -2.046008e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -20460114.000000 Penalty: 5918.776367
	Iteration 33Q: 3 clusters Score -2.046011e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -20460250.000000 Penalty: 5918.776367
	Iteration 34Q: 3 clusters Score -2.046025e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -20460366.000000 Penalty: 5918.776367
	Iteration 35Q: 3 clusters Score -2.046037e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -20460398.000000 Penalty: 5918.776367
	Iteration 36Q: 3 clusters Score -2.04604e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -20460490.000000 Penalty: 5918.776367
	Iteration 37Q: 3 clusters Score -2.046049e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -20460560.000000 Penalty: 5918.776367
	Iteration 38Q: 3 clusters Score -2.046056e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -20460582.000000 Penalty: 5918.776367
	Iteration 39Q: 3 clusters Score -2.046058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -20460662.000000 Penalty: 5918.776367
	Iteration 40F: 3 clusters Score -2.046066e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -20460708.000000 Penalty: 5918.776367
	Iteration 41Q: 3 clusters Score -2.046071e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -20460804.000000 Penalty: 5918.776367
	Iteration 42Q: 3 clusters Score -2.04608e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -20460864.000000 Penalty: 5918.776367
	Iteration 43Q: 3 clusters Score -2.046086e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -20460892.000000 Penalty: 5918.776367
	Iteration 44Q: 3 clusters Score -2.046089e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -20460888.000000 Penalty: 5918.776367
	Iteration 45Q: 3 clusters Score -2.046089e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -20460908.000000 Penalty: 5918.776367
	Iteration 46Q: 3 clusters Score -2.046091e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -20460958.000000 Penalty: 5918.776367
	Iteration 47Q: 3 clusters Score -2.046096e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -20460952.000000 Penalty: 5918.776367
	Iteration 48Q: 3 clusters Score -2.046095e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -20461056.000000 Penalty: 5918.776367
	Iteration 49Q: 3 clusters Score -2.046106e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -20461176.000000 Penalty: 5918.776367
	Iteration 50Q: 3 clusters Score -2.046118e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -20461160.000000 Penalty: 5918.776367
	Iteration 51Q: 3 clusters Score -2.046116e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -20461220.000000 Penalty: 5918.776367
	Iteration 52Q: 3 clusters Score -2.046122e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -20461306.000000 Penalty: 5918.776367
	Iteration 53Q: 3 clusters Score -2.046131e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -20461422.000000 Penalty: 5918.776367
	Iteration 54Q: 3 clusters Score -2.046142e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -20461490.000000 Penalty: 5918.776367
	Iteration 55Q: 3 clusters Score -2.046149e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -20461524.000000 Penalty: 5918.776367
	Iteration 56Q: 3 clusters Score -2.046152e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -20461640.000000 Penalty: 5918.776367
	Iteration 57Q: 3 clusters Score -2.046164e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -20461650.000000 Penalty: 5918.776367
	Iteration 58Q: 3 clusters Score -2.046165e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -20461714.000000 Penalty: 5918.776367
	Iteration 59Q: 3 clusters Score -2.046171e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -20461714.000000 Penalty: 5918.776367
	Iteration 60F: 3 clusters Score -2.046171e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -20461768.000000 Penalty: 5918.776367
	Iteration 61Q: 3 clusters Score -2.046177e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -20461838.000000 Penalty: 5918.776367
	Iteration 62Q: 3 clusters Score -2.046184e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -20461984.000000 Penalty: 5918.776367
	Iteration 63Q: 3 clusters Score -2.046198e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -20462058.000000 Penalty: 5918.776367
	Iteration 64Q: 3 clusters Score -2.046206e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -20462220.000000 Penalty: 5918.776367
	Iteration 65Q: 3 clusters Score -2.046222e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5918.776367
	Iteration 66Q: 3 clusters Score -2.04623e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -20462438.000000 Penalty: 5918.776367
	Iteration 67Q: 3 clusters Score -2.046244e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -20462612.000000 Penalty: 5918.776367
	Iteration 68Q: 3 clusters Score -2.046261e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -20462708.000000 Penalty: 5918.776367
	Iteration 69Q: 3 clusters Score -2.046271e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -20462800.000000 Penalty: 5918.776367
	Iteration 70Q: 3 clusters Score -2.04628e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -20462876.000000 Penalty: 5918.776367
	Iteration 71Q: 3 clusters Score -2.046288e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -20463112.000000 Penalty: 5918.776367
	Iteration 72Q: 3 clusters Score -2.046311e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -20463294.000000 Penalty: 5918.776367
	Iteration 73Q: 3 clusters Score -2.046329e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -20463458.000000 Penalty: 5918.776367
	Iteration 74Q: 3 clusters Score -2.046346e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -20463564.000000 Penalty: 5918.776367
	Iteration 75Q: 3 clusters Score -2.046356e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -20463674.000000 Penalty: 5918.776367
	Iteration 76Q: 3 clusters Score -2.046367e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 122796 members 
Entering Unmasked Estep 
Score: -20463758.000000 Penalty: 5918.776367
	Iteration 77Q: 3 clusters Score -2.046376e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -20463954.000000 Penalty: 5918.776367
	Iteration 78Q: 3 clusters Score -2.046395e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -20464112.000000 Penalty: 5918.776367
	Iteration 79Q: 3 clusters Score -2.046411e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 125072 members 
Entering Unmasked Estep 
Score: -20464322.000000 Penalty: 5918.776367
	Iteration 80F: 3 clusters Score -2.046432e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -20464454.000000 Penalty: 5918.776367
	Iteration 81Q: 3 clusters Score -2.046445e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -20464574.000000 Penalty: 5918.776367
	Iteration 82Q: 3 clusters Score -2.046457e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -20464828.000000 Penalty: 5918.776367
	Iteration 83Q: 3 clusters Score -2.046483e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -20464984.000000 Penalty: 5918.776367
	Iteration 84Q: 3 clusters Score -2.046498e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 129145 members 
Entering Unmasked Estep 
Score: -20465200.000000 Penalty: 5918.776367
	Iteration 85Q: 3 clusters Score -2.04652e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -20465328.000000 Penalty: 5918.776367
	Iteration 86Q: 3 clusters Score -2.046533e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -20465612.000000 Penalty: 5918.776367
	Iteration 87Q: 3 clusters Score -2.046561e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -20465858.000000 Penalty: 5918.776367
	Iteration 88Q: 3 clusters Score -2.046586e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -20466044.000000 Penalty: 5918.776367
	Iteration 89Q: 3 clusters Score -2.046604e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 133305 members 
Entering Unmasked Estep 
Score: -20466198.000000 Penalty: 5918.776367
	Iteration 90Q: 3 clusters Score -2.04662e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 134119 members 
Entering Unmasked Estep 
Score: -20466432.000000 Penalty: 5918.776367
	Iteration 91Q: 3 clusters Score -2.046643e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -20466786.000000 Penalty: 5918.776367
	Iteration 92Q: 3 clusters Score -2.046679e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -20467100.000000 Penalty: 5918.776367
	Iteration 93Q: 3 clusters Score -2.04671e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 137287 members 
Entering Unmasked Estep 
Score: -20467462.000000 Penalty: 5918.776367
	Iteration 94Q: 3 clusters Score -2.046746e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -20467578.000000 Penalty: 5918.776367
	Iteration 95Q: 3 clusters Score -2.046758e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -20467754.000000 Penalty: 5918.776367
	Iteration 96Q: 3 clusters Score -2.046775e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -20468002.000000 Penalty: 5918.776367
	Iteration 97Q: 3 clusters Score -2.0468e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -20468164.000000 Penalty: 5918.776367
	Iteration 98Q: 3 clusters Score -2.046816e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -20468324.000000 Penalty: 5918.776367
	Iteration 99Q: 3 clusters Score -2.046832e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -20468372.000000 Penalty: 5918.776367
	Iteration 100F: 3 clusters Score -2.046837e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -20468356.000000 Penalty: 5918.776367
	Iteration 101Q: 3 clusters Score -2.046836e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -20468266.000000 Penalty: 5918.776367
	Iteration 102Q: 3 clusters Score -2.046827e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -20468226.000000 Penalty: 5918.776367
	Iteration 103Q: 3 clusters Score -2.046823e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -20468242.000000 Penalty: 5918.776367
	Iteration 104Q: 3 clusters Score -2.046824e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -20468222.000000 Penalty: 5918.776367
	Iteration 105Q: 3 clusters Score -2.046822e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -20468146.000000 Penalty: 5918.776367
	Iteration 106Q: 3 clusters Score -2.046815e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -20468162.000000 Penalty: 5918.776367
	Iteration 107Q: 3 clusters Score -2.046816e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -20468166.000000 Penalty: 5918.776367
	Iteration 108Q: 3 clusters Score -2.046817e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -20468142.000000 Penalty: 5918.776367
	Iteration 109Q: 3 clusters Score -2.046814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 151185 members 
Entering Unmasked Estep 
Score: -20468116.000000 Penalty: 5918.776367
	Iteration 110Q: 3 clusters Score -2.046812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -20468102.000000 Penalty: 5918.776367
	Iteration 111Q: 3 clusters Score -2.04681e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -20468074.000000 Penalty: 5918.776367
	Iteration 112Q: 3 clusters Score -2.046807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 151374 members 
Entering Unmasked Estep 
Score: -20468066.000000 Penalty: 5918.776367
	Iteration 113Q: 3 clusters Score -2.046807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -20468052.000000 Penalty: 5918.776367
	Iteration 114Q: 3 clusters Score -2.046805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -20468044.000000 Penalty: 5918.776367
	Iteration 115Q: 3 clusters Score -2.046804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 151473 members 
Entering Unmasked Estep 
Score: -20468044.000000 Penalty: 5918.776367
	Iteration 116Q: 3 clusters Score -2.046804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -20468032.000000 Penalty: 5918.776367
	Iteration 117Q: 3 clusters Score -2.046803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -20468022.000000 Penalty: 5918.776367
	Iteration 118Q: 3 clusters Score -2.046802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -20468032.000000 Penalty: 5918.776367
	Iteration 119Q: 3 clusters Score -2.046803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -20468028.000000 Penalty: 5918.776367
	Iteration 120F: 3 clusters Score -2.046803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -20468016.000000 Penalty: 5918.776367
	Iteration 121Q: 3 clusters Score -2.046802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -20468044.000000 Penalty: 5918.776367
	Iteration 122Q: 3 clusters Score -2.046804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -20468040.000000 Penalty: 5918.776367
	Iteration 123Q: 3 clusters Score -2.046804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -20468050.000000 Penalty: 5918.776367
	Iteration 124Q: 3 clusters Score -2.046805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -20468030.000000 Penalty: 5918.776367
	Iteration 125Q: 3 clusters Score -2.046803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -20468040.000000 Penalty: 5918.776367
	Iteration 126Q: 3 clusters Score -2.046804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -20468040.000000 Penalty: 5918.776367
	Iteration 127Q: 3 clusters Score -2.046804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -20468040.000000 Penalty: 5918.776367
	Iteration 128Q: 3 clusters Score -2.046804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -20468032.000000 Penalty: 5918.776367
	Iteration 129Q: 3 clusters Score -2.046803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -20468034.000000 Penalty: 5918.776367
	Iteration 130Q: 3 clusters Score -2.046803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -20468034.000000 Penalty: 5918.776367
	Iteration 131F: 3 clusters Score -2.046803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (188685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188685 members 
Entering Unmasked Estep 
Score: -25482494.000000 Penalty: 3012.662842
	Iteration 0F: 2 clusters Score -2.548249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -25370828.000000 Penalty: 6025.325684
	Iteration 0F: 3 clusters Score -2.537083e+07 nChanged 90601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -25424162.000000 Penalty: 6025.325684
	Iteration 1F: 3 clusters Score -2.542416e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -25425396.000000 Penalty: 6025.325684
	Iteration 2Q: 3 clusters Score -2.54254e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -25427028.000000 Penalty: 6025.325684
	Iteration 3Q: 3 clusters Score -2.542703e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -25429082.000000 Penalty: 6025.325684
	Iteration 4Q: 3 clusters Score -2.542908e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -25432902.000000 Penalty: 6025.325684
	Iteration 5Q: 3 clusters Score -2.54329e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -25438922.000000 Penalty: 6025.325684
	Iteration 6F: 3 clusters Score -2.543892e+07 nChanged 13470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -25448296.000000 Penalty: 6025.325684
	Iteration 7F: 3 clusters Score -2.54483e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -25459268.000000 Penalty: 6025.325684
	Iteration 8F: 3 clusters Score -2.545927e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166270 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -25467914.000000 Penalty: 6025.325684
	Iteration 9F: 3 clusters Score -2.546791e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -25473630.000000 Penalty: 6025.325684
	Iteration 10Q: 3 clusters Score -2.547363e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -25476770.000000 Penalty: 6025.325684
	Iteration 11Q: 3 clusters Score -2.547677e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -25478102.000000 Penalty: 6025.325684
	Iteration 12Q: 3 clusters Score -2.54781e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186120 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -25478920.000000 Penalty: 6025.325684
	Iteration 13Q: 3 clusters Score -2.547892e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187014 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25479294.000000 Penalty: 6025.325684
	Iteration 14Q: 3 clusters Score -2.547929e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -25479528.000000 Penalty: 6025.325684
	Iteration 15Q: 3 clusters Score -2.547953e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25479720.000000 Penalty: 6025.325684
	Iteration 16Q: 3 clusters Score -2.547972e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -25479870.000000 Penalty: 6025.325684
	Iteration 17Q: 3 clusters Score -2.547987e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187961 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25479938.000000 Penalty: 6025.325684
	Iteration 18Q: 3 clusters Score -2.547994e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188013 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -25479962.000000 Penalty: 6025.325684
	Iteration 19Q: 3 clusters Score -2.547996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188051 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25480010.000000 Penalty: 6025.325684
	Iteration 20F: 3 clusters Score -2.548001e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -25480010.000000 Penalty: 6025.325684
	Iteration 21Q: 3 clusters Score -2.548001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188093 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -25480022.000000 Penalty: 6025.325684
	Iteration 22Q: 3 clusters Score -2.548002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188104 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25480042.000000 Penalty: 6025.325684
	Iteration 23Q: 3 clusters Score -2.548004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -25480066.000000 Penalty: 6025.325684
	Iteration 24Q: 3 clusters Score -2.548007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188117 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -25480080.000000 Penalty: 6025.325684
	Iteration 25Q: 3 clusters Score -2.548008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188123 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -25480088.000000 Penalty: 6025.325684
	Iteration 26Q: 3 clusters Score -2.548009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25480092.000000 Penalty: 6025.325684
	Iteration 27Q: 3 clusters Score -2.548009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25480090.000000 Penalty: 6025.325684
	Iteration 28Q: 3 clusters Score -2.548009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -25480080.000000 Penalty: 6025.325684
	Iteration 29Q: 3 clusters Score -2.548008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25480076.000000 Penalty: 6025.325684
	Iteration 30Q: 3 clusters Score -2.548008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188125 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25480080.000000 Penalty: 6025.325684
	Iteration 31Q: 3 clusters Score -2.548008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -25480096.000000 Penalty: 6025.325684
	Iteration 32Q: 3 clusters Score -2.54801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188125 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25480108.000000 Penalty: 6025.325684
	Iteration 33Q: 3 clusters Score -2.548011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -25480106.000000 Penalty: 6025.325684
	Iteration 34Q: 3 clusters Score -2.548011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188123 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -25480114.000000 Penalty: 6025.325684
	Iteration 35Q: 3 clusters Score -2.548011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -25480118.000000 Penalty: 6025.325684
	Iteration 36Q: 3 clusters Score -2.548012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188127 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25480118.000000 Penalty: 6025.325684
	Iteration 37Q: 3 clusters Score -2.548012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -25480130.000000 Penalty: 6025.325684
	Iteration 38Q: 3 clusters Score -2.548013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -25480118.000000 Penalty: 6025.325684
	Iteration 39Q: 3 clusters Score -2.548012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188132 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25480116.000000 Penalty: 6025.325684
	Iteration 40F: 3 clusters Score -2.548012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Entering Unmasked Estep 
Score: -5663324.000000 Penalty: 2638.477783
	Iteration 0F: 2 clusters Score -5663324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5635183.500000 Penalty: 5276.955566
	Iteration 0F: 3 clusters Score -5635184 nChanged 19127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -5645744.000000 Penalty: 5276.955566
	Iteration 1F: 3 clusters Score -5645744 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5646339.000000 Penalty: 5276.955566
	Iteration 2Q: 3 clusters Score -5646339 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5647000.500000 Penalty: 5276.955566
	Iteration 3Q: 3 clusters Score -5647000 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5647914.500000 Penalty: 5276.955566
	Iteration 4Q: 3 clusters Score -5647914 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -5649156.500000 Penalty: 5276.955566
	Iteration 5F: 3 clusters Score -5649156 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5650854.000000 Penalty: 5276.955566
	Iteration 6F: 3 clusters Score -5650854 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5653098.000000 Penalty: 5276.955566
	Iteration 7F: 3 clusters Score -5653098 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5655428.500000 Penalty: 5276.955566
	Iteration 8F: 3 clusters Score -5655428 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5657656.000000 Penalty: 5276.955566
	Iteration 9F: 3 clusters Score -5657656 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -5659183.000000 Penalty: 5276.955566
	Iteration 10Q: 3 clusters Score -5659183 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5660051.500000 Penalty: 5276.955566
	Iteration 11Q: 3 clusters Score -5660052 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5660486.000000 Penalty: 5276.955566
	Iteration 12Q: 3 clusters Score -5660486 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5660752.000000 Penalty: 5276.955566
	Iteration 13Q: 3 clusters Score -5660752 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5660920.500000 Penalty: 5276.955566
	Iteration 14Q: 3 clusters Score -5660920 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5661062.500000 Penalty: 5276.955566
	Iteration 15Q: 3 clusters Score -5661062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5661173.500000 Penalty: 5276.955566
	Iteration 16Q: 3 clusters Score -5661174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5661301.500000 Penalty: 5276.955566
	Iteration 17Q: 3 clusters Score -5661302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5661373.500000 Penalty: 5276.955566
	Iteration 18Q: 3 clusters Score -5661374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5661448.000000 Penalty: 5276.955566
	Iteration 19Q: 3 clusters Score -5661448 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5661481.500000 Penalty: 5276.955566
	Iteration 20F: 3 clusters Score -5661482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5661541.000000 Penalty: 5276.955566
	Iteration 21Q: 3 clusters Score -5661541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5661595.500000 Penalty: 5276.955566
	Iteration 22Q: 3 clusters Score -5661596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5661625.500000 Penalty: 5276.955566
	Iteration 23Q: 3 clusters Score -5661626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5661639.500000 Penalty: 5276.955566
	Iteration 24Q: 3 clusters Score -5661640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5661651.000000 Penalty: 5276.955566
	Iteration 25Q: 3 clusters Score -5661651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5661671.500000 Penalty: 5276.955566
	Iteration 26Q: 3 clusters Score -5661672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5661687.500000 Penalty: 5276.955566
	Iteration 27Q: 3 clusters Score -5661688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5661706.000000 Penalty: 5276.955566
	Iteration 28Q: 3 clusters Score -5661706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5661724.000000 Penalty: 5276.955566
	Iteration 29Q: 3 clusters Score -5661724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5661736.500000 Penalty: 5276.955566
	Iteration 30Q: 3 clusters Score -5661736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5661750.000000 Penalty: 5276.955566
	Iteration 31Q: 3 clusters Score -5661750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5661760.500000 Penalty: 5276.955566
	Iteration 32Q: 3 clusters Score -5661760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -5661773.000000 Penalty: 5276.955566
	Iteration 33Q: 3 clusters Score -5661773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5661785.000000 Penalty: 5276.955566
	Iteration 34Q: 3 clusters Score -5661785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5661798.000000 Penalty: 5276.955566
	Iteration 35Q: 3 clusters Score -5661798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5661793.000000 Penalty: 5276.955566
	Iteration 36Q: 3 clusters Score -5661793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -5661812.000000 Penalty: 5276.955566
	Iteration 37Q: 3 clusters Score -5661812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5661821.500000 Penalty: 5276.955566
	Iteration 38Q: 3 clusters Score -5661822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5661827.000000 Penalty: 5276.955566
	Iteration 39Q: 3 clusters Score -5661827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5661836.500000 Penalty: 5276.955566
	Iteration 40F: 3 clusters Score -5661836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5661844.500000 Penalty: 5276.955566
	Iteration 41Q: 3 clusters Score -5661844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5661845.000000 Penalty: 5276.955566
	Iteration 42Q: 3 clusters Score -5661845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5661851.500000 Penalty: 5276.955566
	Iteration 43Q: 3 clusters Score -5661852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5661850.000000 Penalty: 5276.955566
	Iteration 44Q: 3 clusters Score -5661850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -5661853.000000 Penalty: 5276.955566
	Iteration 45Q: 3 clusters Score -5661853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5661858.000000 Penalty: 5276.955566
	Iteration 46Q: 3 clusters Score -5661858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5661857.500000 Penalty: 5276.955566
	Iteration 47Q: 3 clusters Score -5661858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5661855.000000 Penalty: 5276.955566
	Iteration 48Q: 3 clusters Score -5661855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5661852.500000 Penalty: 5276.955566
	Iteration 49Q: 3 clusters Score -5661852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5661852.500000 Penalty: 5276.955566
	Iteration 50Q: 3 clusters Score -5661852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5661854.500000 Penalty: 5276.955566
	Iteration 51Q: 3 clusters Score -5661854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5661854.500000 Penalty: 5276.955566
	Iteration 52F: 3 clusters Score -5661854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (175937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Entering Unmasked Estep 
Score: -23727656.000000 Penalty: 2995.314453
	Iteration 0F: 2 clusters Score -2.372766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -23613108.000000 Penalty: 5990.628906
	Iteration 0F: 3 clusters Score -2.361311e+07 nChanged 84428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -23661994.000000 Penalty: 5990.628906
	Iteration 1F: 3 clusters Score -2.366199e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -23663272.000000 Penalty: 5990.628906
	Iteration 2Q: 3 clusters Score -2.366327e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -23665202.000000 Penalty: 5990.628906
	Iteration 3Q: 3 clusters Score -2.36652e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -23667640.000000 Penalty: 5990.628906
	Iteration 4Q: 3 clusters Score -2.366764e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -23671488.000000 Penalty: 5990.628906
	Iteration 5Q: 3 clusters Score -2.367149e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101515 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -23677586.000000 Penalty: 5990.628906
	Iteration 6F: 3 clusters Score -2.367759e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -23686682.000000 Penalty: 5990.628906
	Iteration 7F: 3 clusters Score -2.368668e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -23697934.000000 Penalty: 5990.628906
	Iteration 8F: 3 clusters Score -2.369793e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -23706474.000000 Penalty: 5990.628906
	Iteration 9F: 3 clusters Score -2.370647e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -23709856.000000 Penalty: 5990.628906
	Iteration 10Q: 3 clusters Score -2.370986e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -23711300.000000 Penalty: 5990.628906
	Iteration 11Q: 3 clusters Score -2.37113e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -23712030.000000 Penalty: 5990.628906
	Iteration 12Q: 3 clusters Score -2.371203e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -23712696.000000 Penalty: 5990.628906
	Iteration 13Q: 3 clusters Score -2.37127e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -23713380.000000 Penalty: 5990.628906
	Iteration 14Q: 3 clusters Score -2.371338e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132949 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -23714070.000000 Penalty: 5990.628906
	Iteration 15Q: 3 clusters Score -2.371407e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135373 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -23714902.000000 Penalty: 5990.628906
	Iteration 16Q: 3 clusters Score -2.37149e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137909 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -23715786.000000 Penalty: 5990.628906
	Iteration 17Q: 3 clusters Score -2.371579e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -23716756.000000 Penalty: 5990.628906
	Iteration 18Q: 3 clusters Score -2.371676e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -23717542.000000 Penalty: 5990.628906
	Iteration 19Q: 3 clusters Score -2.371754e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -23718274.000000 Penalty: 5990.628906
	Iteration 20F: 3 clusters Score -2.371827e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147841 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -23718962.000000 Penalty: 5990.628906
	Iteration 21Q: 3 clusters Score -2.371896e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -23719748.000000 Penalty: 5990.628906
	Iteration 22Q: 3 clusters Score -2.371975e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -23720350.000000 Penalty: 5990.628906
	Iteration 23Q: 3 clusters Score -2.372035e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154418 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -23721036.000000 Penalty: 5990.628906
	Iteration 24Q: 3 clusters Score -2.372104e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -23721570.000000 Penalty: 5990.628906
	Iteration 25Q: 3 clusters Score -2.372157e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -23722124.000000 Penalty: 5990.628906
	Iteration 26Q: 3 clusters Score -2.372212e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -23722660.000000 Penalty: 5990.628906
	Iteration 27Q: 3 clusters Score -2.372266e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -23723100.000000 Penalty: 5990.628906
	Iteration 28Q: 3 clusters Score -2.37231e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -23723476.000000 Penalty: 5990.628906
	Iteration 29Q: 3 clusters Score -2.372348e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -23723914.000000 Penalty: 5990.628906
	Iteration 30Q: 3 clusters Score -2.372391e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -23724256.000000 Penalty: 5990.628906
	Iteration 31Q: 3 clusters Score -2.372426e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -23724614.000000 Penalty: 5990.628906
	Iteration 32Q: 3 clusters Score -2.372461e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167883 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -23724904.000000 Penalty: 5990.628906
	Iteration 33Q: 3 clusters Score -2.37249e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -23725040.000000 Penalty: 5990.628906
	Iteration 34Q: 3 clusters Score -2.372504e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -23725308.000000 Penalty: 5990.628906
	Iteration 35Q: 3 clusters Score -2.372531e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170195 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -23725466.000000 Penalty: 5990.628906
	Iteration 36Q: 3 clusters Score -2.372547e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -23725480.000000 Penalty: 5990.628906
	Iteration 37Q: 3 clusters Score -2.372548e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -23725532.000000 Penalty: 5990.628906
	Iteration 38Q: 3 clusters Score -2.372553e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -23725604.000000 Penalty: 5990.628906
	Iteration 39Q: 3 clusters Score -2.37256e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -23725630.000000 Penalty: 5990.628906
	Iteration 40F: 3 clusters Score -2.372563e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -23725662.000000 Penalty: 5990.628906
	Iteration 41Q: 3 clusters Score -2.372566e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -23725730.000000 Penalty: 5990.628906
	Iteration 42Q: 3 clusters Score -2.372573e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -23725760.000000 Penalty: 5990.628906
	Iteration 43Q: 3 clusters Score -2.372576e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23725748.000000 Penalty: 5990.628906
	Iteration 44Q: 3 clusters Score -2.372575e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -23725740.000000 Penalty: 5990.628906
	Iteration 45Q: 3 clusters Score -2.372574e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23725742.000000 Penalty: 5990.628906
	Iteration 46Q: 3 clusters Score -2.372574e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -23725832.000000 Penalty: 5990.628906
	Iteration 47Q: 3 clusters Score -2.372583e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -23725770.000000 Penalty: 5990.628906
	Iteration 48Q: 3 clusters Score -2.372577e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23725788.000000 Penalty: 5990.628906
	Iteration 49Q: 3 clusters Score -2.372579e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -23725798.000000 Penalty: 5990.628906
	Iteration 50Q: 3 clusters Score -2.37258e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23725816.000000 Penalty: 5990.628906
	Iteration 51Q: 3 clusters Score -2.372582e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173973 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23725784.000000 Penalty: 5990.628906
	Iteration 52Q: 3 clusters Score -2.372578e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23725800.000000 Penalty: 5990.628906
	Iteration 53Q: 3 clusters Score -2.37258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174124 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23725780.000000 Penalty: 5990.628906
	Iteration 54Q: 3 clusters Score -2.372578e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -23725798.000000 Penalty: 5990.628906
	Iteration 55Q: 3 clusters Score -2.37258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23725808.000000 Penalty: 5990.628906
	Iteration 56Q: 3 clusters Score -2.372581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23725800.000000 Penalty: 5990.628906
	Iteration 57Q: 3 clusters Score -2.37258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23725806.000000 Penalty: 5990.628906
	Iteration 58Q: 3 clusters Score -2.372581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23725822.000000 Penalty: 5990.628906
	Iteration 59Q: 3 clusters Score -2.372582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -23725826.000000 Penalty: 5990.628906
	Iteration 60F: 3 clusters Score -2.372583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23725814.000000 Penalty: 5990.628906
	Iteration 61Q: 3 clusters Score -2.372581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -23725794.000000 Penalty: 5990.628906
	Iteration 62Q: 3 clusters Score -2.372579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174339 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23725792.000000 Penalty: 5990.628906
	Iteration 63Q: 3 clusters Score -2.372579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174347 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23725784.000000 Penalty: 5990.628906
	Iteration 64Q: 3 clusters Score -2.372578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174354 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23725788.000000 Penalty: 5990.628906
	Iteration 65Q: 3 clusters Score -2.372579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174365 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23725786.000000 Penalty: 5990.628906
	Iteration 66Q: 3 clusters Score -2.372579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23725774.000000 Penalty: 5990.628906
	Iteration 67Q: 3 clusters Score -2.372577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174378 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23725788.000000 Penalty: 5990.628906
	Iteration 68Q: 3 clusters Score -2.372579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -23725804.000000 Penalty: 5990.628906
	Iteration 69Q: 3 clusters Score -2.37258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174389 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23725792.000000 Penalty: 5990.628906
	Iteration 70Q: 3 clusters Score -2.372579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -23725812.000000 Penalty: 5990.628906
	Iteration 71Q: 3 clusters Score -2.372581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23725794.000000 Penalty: 5990.628906
	Iteration 72Q: 3 clusters Score -2.372579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -23725796.000000 Penalty: 5990.628906
	Iteration 73Q: 3 clusters Score -2.37258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23725782.000000 Penalty: 5990.628906
	Iteration 74Q: 3 clusters Score -2.372578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23725788.000000 Penalty: 5990.628906
	Iteration 75Q: 3 clusters Score -2.372579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174409 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23725776.000000 Penalty: 5990.628906
	Iteration 76Q: 3 clusters Score -2.372578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174411 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23725780.000000 Penalty: 5990.628906
	Iteration 77Q: 3 clusters Score -2.372578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174410 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23725774.000000 Penalty: 5990.628906
	Iteration 78Q: 3 clusters Score -2.372577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174410 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -23725774.000000 Penalty: 5990.628906
	Iteration 79F: 3 clusters Score -2.372577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27015.734375 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27015.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27110.091797 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27110.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27138.617188 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27138.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27146.656250 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27146.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27153.992188 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27153.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27160.402344 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27168.294922 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27168.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27168.294922 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -27168.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -339568.187500 Penalty: 1945.468872
	Iteration 0F: 2 clusters Score -339568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336581.718750 Penalty: 3890.937744
	Iteration 0F: 3 clusters Score -336581.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -337166.750000 Penalty: 3890.937744
	Iteration 1F: 3 clusters Score -337166.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337306.531250 Penalty: 3890.937744
	Iteration 2F: 3 clusters Score -337306.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -337385.000000 Penalty: 3890.937744
	Iteration 3Q: 3 clusters Score -337385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -337428.187500 Penalty: 3890.937744
	Iteration 4Q: 3 clusters Score -337428.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -337461.625000 Penalty: 3890.937744
	Iteration 5Q: 3 clusters Score -337461.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337489.312500 Penalty: 3890.937744
	Iteration 6Q: 3 clusters Score -337489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337514.343750 Penalty: 3890.937744
	Iteration 7Q: 3 clusters Score -337514.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -337537.500000 Penalty: 3890.937744
	Iteration 8Q: 3 clusters Score -337537.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337557.468750 Penalty: 3890.937744
	Iteration 9Q: 3 clusters Score -337557.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -337574.500000 Penalty: 3890.937744
	Iteration 10Q: 3 clusters Score -337574.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -337592.093750 Penalty: 3890.937744
	Iteration 11Q: 3 clusters Score -337592.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337609.218750 Penalty: 3890.937744
	Iteration 12Q: 3 clusters Score -337609.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -337625.468750 Penalty: 3890.937744
	Iteration 13Q: 3 clusters Score -337625.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -337644.625000 Penalty: 3890.937744
	Iteration 14Q: 3 clusters Score -337644.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337665.406250 Penalty: 3890.937744
	Iteration 15Q: 3 clusters Score -337665.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -337681.656250 Penalty: 3890.937744
	Iteration 16Q: 3 clusters Score -337681.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -337697.281250 Penalty: 3890.937744
	Iteration 17Q: 3 clusters Score -337697.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337714.937500 Penalty: 3890.937744
	Iteration 18Q: 3 clusters Score -337714.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -337732.750000 Penalty: 3890.937744
	Iteration 19Q: 3 clusters Score -337732.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337748.968750 Penalty: 3890.937744
	Iteration 20F: 3 clusters Score -337749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -337758.968750 Penalty: 3890.937744
	Iteration 21Q: 3 clusters Score -337759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -337773.375000 Penalty: 3890.937744
	Iteration 22Q: 3 clusters Score -337773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -337782.312500 Penalty: 3890.937744
	Iteration 23Q: 3 clusters Score -337782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -337789.562500 Penalty: 3890.937744
	Iteration 24Q: 3 clusters Score -337789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -337795.093750 Penalty: 3890.937744
	Iteration 25Q: 3 clusters Score -337795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -337798.656250 Penalty: 3890.937744
	Iteration 26Q: 3 clusters Score -337798.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -337806.468750 Penalty: 3890.937744
	Iteration 27Q: 3 clusters Score -337806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -337814.687500 Penalty: 3890.937744
	Iteration 28Q: 3 clusters Score -337814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -337819.906250 Penalty: 3890.937744
	Iteration 29Q: 3 clusters Score -337819.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -337827.468750 Penalty: 3890.937744
	Iteration 30Q: 3 clusters Score -337827.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -337837.625000 Penalty: 3890.937744
	Iteration 31Q: 3 clusters Score -337837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -337846.218750 Penalty: 3890.937744
	Iteration 32Q: 3 clusters Score -337846.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -337856.500000 Penalty: 3890.937744
	Iteration 33Q: 3 clusters Score -337856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -337867.843750 Penalty: 3890.937744
	Iteration 34Q: 3 clusters Score -337867.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -337877.343750 Penalty: 3890.937744
	Iteration 35Q: 3 clusters Score -337877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -337881.875000 Penalty: 3890.937744
	Iteration 36Q: 3 clusters Score -337881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -337884.687500 Penalty: 3890.937744
	Iteration 37Q: 3 clusters Score -337884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -337888.125000 Penalty: 3890.937744
	Iteration 38Q: 3 clusters Score -337888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -337889.656250 Penalty: 3890.937744
	Iteration 39Q: 3 clusters Score -337889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -337891.625000 Penalty: 3890.937744
	Iteration 40F: 3 clusters Score -337891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -337893.187500 Penalty: 3890.937744
	Iteration 41Q: 3 clusters Score -337893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -337896.125000 Penalty: 3890.937744
	Iteration 42Q: 3 clusters Score -337896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -337897.062500 Penalty: 3890.937744
	Iteration 43Q: 3 clusters Score -337897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -337898.156250 Penalty: 3890.937744
	Iteration 44Q: 3 clusters Score -337898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -337898.687500 Penalty: 3890.937744
	Iteration 45Q: 3 clusters Score -337898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -337898.687500 Penalty: 3890.937744
	Iteration 46F: 3 clusters Score -337898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -180988.968750 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -180989 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 744 members 
Entering Unmasked Estep 
Score: -178721.515625 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -178721.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179209.562500 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -179209.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -179484.937500 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -179484.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179681.984375 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -179682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179827.250000 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -179827.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180014.406250 Penalty: 3613.271240
	Iteration 5F: 3 clusters Score -180014.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180200.781250 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -180200.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180356.421875 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -180356.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180504.406250 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -180504.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180594.531250 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -180594.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180685.359375 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -180685.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180858.078125 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -180858.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -181188.296875 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -181188.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -181665.562500 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -181665.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181878.984375 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -181879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181891.671875 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -181891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -181896.921875 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -181896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181900.625000 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -181900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181902.453125 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -181902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181902.453125 Penalty: 3613.271240
	Iteration 19F: 3 clusters Score -181902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 7739 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 116774 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17097 members 
Mstep: Class 8 contains 152210 members 
Mstep: Class 9 contains 188685 members 
Mstep: Class 10 contains 41732 members 
Mstep: Class 11 contains 175937 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 161497 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 33354 members 
Mstep: Class 19 contains 172544 members 
Mstep: Class 20 contains 170073 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 56900 members 
Entering Unmasked Estep 
Score: -180328928.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180329696.000000 to -180328928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (161497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Entering Unmasked Estep 
Score: -21598594.000000 Penalty: 2974.075928
	Iteration 0F: 2 clusters Score -2.159859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -21493708.000000 Penalty: 5948.151855
	Iteration 0F: 3 clusters Score -2.149371e+07 nChanged 77427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -21538886.000000 Penalty: 5948.151855
	Iteration 1F: 3 clusters Score -2.153889e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -21540546.000000 Penalty: 5948.151855
	Iteration 2Q: 3 clusters Score -2.154055e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -21543106.000000 Penalty: 5948.151855
	Iteration 3Q: 3 clusters Score -2.154311e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -21547230.000000 Penalty: 5948.151855
	Iteration 4Q: 3 clusters Score -2.154723e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -21552280.000000 Penalty: 5948.151855
	Iteration 5Q: 3 clusters Score -2.155228e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -21558292.000000 Penalty: 5948.151855
	Iteration 6F: 3 clusters Score -2.155829e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -21564744.000000 Penalty: 5948.151855
	Iteration 7F: 3 clusters Score -2.156474e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -21571254.000000 Penalty: 5948.151855
	Iteration 8F: 3 clusters Score -2.157125e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 124611 members 
Entering Unmasked Estep 
Score: -21577084.000000 Penalty: 5948.151855
	Iteration 9F: 3 clusters Score -2.157708e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -21581848.000000 Penalty: 5948.151855
	Iteration 10Q: 3 clusters Score -2.158185e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 138437 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5948.151855
	Iteration 11Q: 3 clusters Score -2.158602e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -21589196.000000 Penalty: 5948.151855
	Iteration 12Q: 3 clusters Score -2.15892e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -21591338.000000 Penalty: 5948.151855
	Iteration 13Q: 3 clusters Score -2.159134e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 152090 members 
Entering Unmasked Estep 
Score: -21592898.000000 Penalty: 5948.151855
	Iteration 14Q: 3 clusters Score -2.15929e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -21594118.000000 Penalty: 5948.151855
	Iteration 15Q: 3 clusters Score -2.159412e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -21594834.000000 Penalty: 5948.151855
	Iteration 16Q: 3 clusters Score -2.159483e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -21595314.000000 Penalty: 5948.151855
	Iteration 17Q: 3 clusters Score -2.159531e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -21595594.000000 Penalty: 5948.151855
	Iteration 18Q: 3 clusters Score -2.159559e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -21595790.000000 Penalty: 5948.151855
	Iteration 19Q: 3 clusters Score -2.159579e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -21595970.000000 Penalty: 5948.151855
	Iteration 20F: 3 clusters Score -2.159597e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 159624 members 
Entering Unmasked Estep 
Score: -21596044.000000 Penalty: 5948.151855
	Iteration 21Q: 3 clusters Score -2.159604e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -21596108.000000 Penalty: 5948.151855
	Iteration 22Q: 3 clusters Score -2.159611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 159960 members 
Entering Unmasked Estep 
Score: -21596174.000000 Penalty: 5948.151855
	Iteration 23Q: 3 clusters Score -2.159617e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 160050 members 
Entering Unmasked Estep 
Score: -21596234.000000 Penalty: 5948.151855
	Iteration 24Q: 3 clusters Score -2.159623e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 160110 members 
Entering Unmasked Estep 
Score: -21596280.000000 Penalty: 5948.151855
	Iteration 25Q: 3 clusters Score -2.159628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -21596274.000000 Penalty: 5948.151855
	Iteration 26Q: 3 clusters Score -2.159627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -21596286.000000 Penalty: 5948.151855
	Iteration 27Q: 3 clusters Score -2.159629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -21596278.000000 Penalty: 5948.151855
	Iteration 28Q: 3 clusters Score -2.159628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21596308.000000 Penalty: 5948.151855
	Iteration 29Q: 3 clusters Score -2.159631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -21596306.000000 Penalty: 5948.151855
	Iteration 30Q: 3 clusters Score -2.159631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -21596320.000000 Penalty: 5948.151855
	Iteration 31Q: 3 clusters Score -2.159632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 160282 members 
Entering Unmasked Estep 
Score: -21596324.000000 Penalty: 5948.151855
	Iteration 32Q: 3 clusters Score -2.159632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -21596328.000000 Penalty: 5948.151855
	Iteration 33Q: 3 clusters Score -2.159633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 160287 members 
Entering Unmasked Estep 
Score: -21596320.000000 Penalty: 5948.151855
	Iteration 34Q: 3 clusters Score -2.159632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -21596336.000000 Penalty: 5948.151855
	Iteration 35Q: 3 clusters Score -2.159634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 160298 members 
Entering Unmasked Estep 
Score: -21596336.000000 Penalty: 5948.151855
	Iteration 36Q: 3 clusters Score -2.159634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 160304 members 
Entering Unmasked Estep 
Score: -21596334.000000 Penalty: 5948.151855
	Iteration 37Q: 3 clusters Score -2.159633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -21596314.000000 Penalty: 5948.151855
	Iteration 38Q: 3 clusters Score -2.159631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -21596306.000000 Penalty: 5948.151855
	Iteration 39Q: 3 clusters Score -2.159631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -21596310.000000 Penalty: 5948.151855
	Iteration 40F: 3 clusters Score -2.159631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -21596320.000000 Penalty: 5948.151855
	Iteration 41Q: 3 clusters Score -2.159632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -21596326.000000 Penalty: 5948.151855
	Iteration 42Q: 3 clusters Score -2.159633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -21596322.000000 Penalty: 5948.151855
	Iteration 43Q: 3 clusters Score -2.159632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -21596324.000000 Penalty: 5948.151855
	Iteration 44Q: 3 clusters Score -2.159632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -21596318.000000 Penalty: 5948.151855
	Iteration 45Q: 3 clusters Score -2.159632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -21596316.000000 Penalty: 5948.151855
	Iteration 46Q: 3 clusters Score -2.159632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -21596316.000000 Penalty: 5948.151855
	Iteration 47Q: 3 clusters Score -2.159632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -21596314.000000 Penalty: 5948.151855
	Iteration 48Q: 3 clusters Score -2.159631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -21596322.000000 Penalty: 5948.151855
	Iteration 49Q: 3 clusters Score -2.159632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -21596324.000000 Penalty: 5948.151855
	Iteration 50Q: 3 clusters Score -2.159632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -21596324.000000 Penalty: 5948.151855
	Iteration 51Q: 3 clusters Score -2.159632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -21596342.000000 Penalty: 5948.151855
	Iteration 52Q: 3 clusters Score -2.159634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 160396 members 
Entering Unmasked Estep 
Score: -21596342.000000 Penalty: 5948.151855
	Iteration 53Q: 3 clusters Score -2.159634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -21596340.000000 Penalty: 5948.151855
	Iteration 54Q: 3 clusters Score -2.159634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -21596334.000000 Penalty: 5948.151855
	Iteration 55Q: 3 clusters Score -2.159633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -21596328.000000 Penalty: 5948.151855
	Iteration 56Q: 3 clusters Score -2.159633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -21596328.000000 Penalty: 5948.151855
	Iteration 57F: 3 clusters Score -2.159633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92073.625000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92073.62 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92437.984375 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92437.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92575.593750 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92575.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92725.625000 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -92725.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92897.773438 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -92897.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93053.367188 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -93053.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93252.421875 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -93252.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93358.656250 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -93358.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93437.109375 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -93437.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93489.148438 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -93489.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93518.265625 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -93518.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93551.406250 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -93551.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93580.679688 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -93580.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93612.937500 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -93612.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93649.101562 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -93649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93703.625000 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -93703.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93804.015625 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -93804.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94192.625000 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -94192.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94196.101562 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -94196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94196.101562 Penalty: 3304.913818
	Iteration 19F: 3 clusters Score -94196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 7739 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 116774 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17097 members 
Mstep: Class 8 contains 152210 members 
Mstep: Class 9 contains 188685 members 
Mstep: Class 10 contains 41732 members 
Mstep: Class 11 contains 175937 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161497 members 
Mstep: Class 16 contains 282 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 33354 members 
Mstep: Class 19 contains 172544 members 
Mstep: Class 20 contains 170073 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 56900 members 
Entering Unmasked Estep 
Score: -180328000.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180329696.000000 to -180328000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -385776.187500 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -385776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -382522.437500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -382522.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -383229.218750 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -383229.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383414.812500 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -383414.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -383543.031250 Penalty: 3974.618164
	Iteration 3F: 3 clusters Score -383543 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383661.937500 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -383661.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -383806.750000 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -383806.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -383938.562500 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -383938.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -384085.250000 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -384085.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -384223.937500 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -384223.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -384344.250000 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -384344.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -384442.843750 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -384442.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -384505.468750 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -384505.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -384545.250000 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -384545.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -384569.718750 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -384569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -384584.812500 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -384584.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -384596.406250 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -384596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -384606.281250 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -384606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -384614.312500 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -384614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -384618.000000 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -384618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -384623.031250 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -384623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -384624.781250 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -384624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -384626.500000 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -384626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -384629.656250 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -384629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -384629.687500 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -384629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -384631.843750 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -384631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -384631.937500 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -384631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -384631.937500 Penalty: 3974.618164
	Iteration 26F: 3 clusters Score -384631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Entering Unmasked Estep 
Score: -4520056.000000 Penalty: 2582.903320
	Iteration 0F: 2 clusters Score -4520056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4497402.500000 Penalty: 5165.806641
	Iteration 0F: 3 clusters Score -4497402 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4505485.000000 Penalty: 5165.806641
	Iteration 1F: 3 clusters Score -4505485 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4505859.500000 Penalty: 5165.806641
	Iteration 2Q: 3 clusters Score -4505860 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4506190.500000 Penalty: 5165.806641
	Iteration 3Q: 3 clusters Score -4506190 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4506468.500000 Penalty: 5165.806641
	Iteration 4Q: 3 clusters Score -4506468 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4506808.500000 Penalty: 5165.806641
	Iteration 5Q: 3 clusters Score -4506808 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4507104.500000 Penalty: 5165.806641
	Iteration 6Q: 3 clusters Score -4507104 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4507458.000000 Penalty: 5165.806641
	Iteration 7Q: 3 clusters Score -4507458 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -4507849.500000 Penalty: 5165.806641
	Iteration 8Q: 3 clusters Score -4507850 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4508307.000000 Penalty: 5165.806641
	Iteration 9Q: 3 clusters Score -4508307 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4508909.000000 Penalty: 5165.806641
	Iteration 10Q: 3 clusters Score -4508909 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4509555.500000 Penalty: 5165.806641
	Iteration 11Q: 3 clusters Score -4509556 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4510444.000000 Penalty: 5165.806641
	Iteration 12Q: 3 clusters Score -4510444 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4511420.500000 Penalty: 5165.806641
	Iteration 13Q: 3 clusters Score -4511420 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4512317.500000 Penalty: 5165.806641
	Iteration 14Q: 3 clusters Score -4512318 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4512978.000000 Penalty: 5165.806641
	Iteration 15Q: 3 clusters Score -4512978 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4513380.500000 Penalty: 5165.806641
	Iteration 16Q: 3 clusters Score -4513380 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4513578.500000 Penalty: 5165.806641
	Iteration 17Q: 3 clusters Score -4513578 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4513724.000000 Penalty: 5165.806641
	Iteration 18Q: 3 clusters Score -4513724 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4513819.500000 Penalty: 5165.806641
	Iteration 19Q: 3 clusters Score -4513820 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4513916.000000 Penalty: 5165.806641
	Iteration 20F: 3 clusters Score -4513916 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4514000.000000 Penalty: 5165.806641
	Iteration 21Q: 3 clusters Score -4514000 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4514122.500000 Penalty: 5165.806641
	Iteration 22Q: 3 clusters Score -4514122 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4514209.000000 Penalty: 5165.806641
	Iteration 23Q: 3 clusters Score -4514209 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4514324.500000 Penalty: 5165.806641
	Iteration 24Q: 3 clusters Score -4514324 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4514397.500000 Penalty: 5165.806641
	Iteration 25Q: 3 clusters Score -4514398 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4514468.500000 Penalty: 5165.806641
	Iteration 26Q: 3 clusters Score -4514468 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4514532.000000 Penalty: 5165.806641
	Iteration 27Q: 3 clusters Score -4514532 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4514614.000000 Penalty: 5165.806641
	Iteration 28Q: 3 clusters Score -4514614 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4514670.000000 Penalty: 5165.806641
	Iteration 29Q: 3 clusters Score -4514670 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4514727.500000 Penalty: 5165.806641
	Iteration 30Q: 3 clusters Score -4514728 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4514774.000000 Penalty: 5165.806641
	Iteration 31Q: 3 clusters Score -4514774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4514830.000000 Penalty: 5165.806641
	Iteration 32Q: 3 clusters Score -4514830 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4514873.000000 Penalty: 5165.806641
	Iteration 33Q: 3 clusters Score -4514873 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4514911.500000 Penalty: 5165.806641
	Iteration 34Q: 3 clusters Score -4514912 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4514933.000000 Penalty: 5165.806641
	Iteration 35Q: 3 clusters Score -4514933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4514989.000000 Penalty: 5165.806641
	Iteration 36Q: 3 clusters Score -4514989 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4515041.500000 Penalty: 5165.806641
	Iteration 37Q: 3 clusters Score -4515042 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4515052.000000 Penalty: 5165.806641
	Iteration 38Q: 3 clusters Score -4515052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4515070.500000 Penalty: 5165.806641
	Iteration 39Q: 3 clusters Score -4515070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4515095.000000 Penalty: 5165.806641
	Iteration 40F: 3 clusters Score -4515095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4515117.000000 Penalty: 5165.806641
	Iteration 41Q: 3 clusters Score -4515117 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4515145.000000 Penalty: 5165.806641
	Iteration 42Q: 3 clusters Score -4515145 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4515187.000000 Penalty: 5165.806641
	Iteration 43Q: 3 clusters Score -4515187 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4515188.500000 Penalty: 5165.806641
	Iteration 44Q: 3 clusters Score -4515188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4515214.500000 Penalty: 5165.806641
	Iteration 45Q: 3 clusters Score -4515214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4515236.000000 Penalty: 5165.806641
	Iteration 46Q: 3 clusters Score -4515236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4515265.500000 Penalty: 5165.806641
	Iteration 47Q: 3 clusters Score -4515266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4515278.000000 Penalty: 5165.806641
	Iteration 48Q: 3 clusters Score -4515278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4515301.500000 Penalty: 5165.806641
	Iteration 49Q: 3 clusters Score -4515302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4515319.500000 Penalty: 5165.806641
	Iteration 50Q: 3 clusters Score -4515320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4515334.000000 Penalty: 5165.806641
	Iteration 51Q: 3 clusters Score -4515334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4515341.000000 Penalty: 5165.806641
	Iteration 52Q: 3 clusters Score -4515341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4515354.500000 Penalty: 5165.806641
	Iteration 53Q: 3 clusters Score -4515354 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4515395.500000 Penalty: 5165.806641
	Iteration 54Q: 3 clusters Score -4515396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4515400.500000 Penalty: 5165.806641
	Iteration 55Q: 3 clusters Score -4515400 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4515410.000000 Penalty: 5165.806641
	Iteration 56Q: 3 clusters Score -4515410 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4515428.500000 Penalty: 5165.806641
	Iteration 57Q: 3 clusters Score -4515428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4515453.000000 Penalty: 5165.806641
	Iteration 58Q: 3 clusters Score -4515453 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4515466.500000 Penalty: 5165.806641
	Iteration 59Q: 3 clusters Score -4515466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4515490.000000 Penalty: 5165.806641
	Iteration 60F: 3 clusters Score -4515490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4515520.500000 Penalty: 5165.806641
	Iteration 61Q: 3 clusters Score -4515520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4515547.500000 Penalty: 5165.806641
	Iteration 62Q: 3 clusters Score -4515548 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4515570.500000 Penalty: 5165.806641
	Iteration 63Q: 3 clusters Score -4515570 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4515614.500000 Penalty: 5165.806641
	Iteration 64Q: 3 clusters Score -4515614 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4515668.000000 Penalty: 5165.806641
	Iteration 65Q: 3 clusters Score -4515668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4515715.500000 Penalty: 5165.806641
	Iteration 66Q: 3 clusters Score -4515716 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4515747.000000 Penalty: 5165.806641
	Iteration 67Q: 3 clusters Score -4515747 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4515777.000000 Penalty: 5165.806641
	Iteration 68Q: 3 clusters Score -4515777 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4515810.000000 Penalty: 5165.806641
	Iteration 69Q: 3 clusters Score -4515810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4515850.500000 Penalty: 5165.806641
	Iteration 70Q: 3 clusters Score -4515850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4515876.500000 Penalty: 5165.806641
	Iteration 71Q: 3 clusters Score -4515876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4515921.000000 Penalty: 5165.806641
	Iteration 72Q: 3 clusters Score -4515921 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4515962.500000 Penalty: 5165.806641
	Iteration 73Q: 3 clusters Score -4515962 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4515989.500000 Penalty: 5165.806641
	Iteration 74Q: 3 clusters Score -4515990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -4516022.000000 Penalty: 5165.806641
	Iteration 75Q: 3 clusters Score -4516022 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4516063.000000 Penalty: 5165.806641
	Iteration 76Q: 3 clusters Score -4516063 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -4516096.000000 Penalty: 5165.806641
	Iteration 77Q: 3 clusters Score -4516096 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4516099.000000 Penalty: 5165.806641
	Iteration 78Q: 3 clusters Score -4516099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4516152.500000 Penalty: 5165.806641
	Iteration 79Q: 3 clusters Score -4516152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4516189.500000 Penalty: 5165.806641
	Iteration 80F: 3 clusters Score -4516190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4516236.000000 Penalty: 5165.806641
	Iteration 81Q: 3 clusters Score -4516236 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4516254.000000 Penalty: 5165.806641
	Iteration 82Q: 3 clusters Score -4516254 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4516306.500000 Penalty: 5165.806641
	Iteration 83Q: 3 clusters Score -4516306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4516369.500000 Penalty: 5165.806641
	Iteration 84Q: 3 clusters Score -4516370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4516421.500000 Penalty: 5165.806641
	Iteration 85Q: 3 clusters Score -4516422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4516486.500000 Penalty: 5165.806641
	Iteration 86Q: 3 clusters Score -4516486 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4516544.500000 Penalty: 5165.806641
	Iteration 87Q: 3 clusters Score -4516544 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4516593.500000 Penalty: 5165.806641
	Iteration 88Q: 3 clusters Score -4516594 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4516645.000000 Penalty: 5165.806641
	Iteration 89Q: 3 clusters Score -4516645 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4516696.500000 Penalty: 5165.806641
	Iteration 90Q: 3 clusters Score -4516696 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4516751.000000 Penalty: 5165.806641
	Iteration 91Q: 3 clusters Score -4516751 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -4516824.500000 Penalty: 5165.806641
	Iteration 92Q: 3 clusters Score -4516824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -4516883.000000 Penalty: 5165.806641
	Iteration 93Q: 3 clusters Score -4516883 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4516961.500000 Penalty: 5165.806641
	Iteration 94Q: 3 clusters Score -4516962 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4517045.000000 Penalty: 5165.806641
	Iteration 95Q: 3 clusters Score -4517045 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4517120.000000 Penalty: 5165.806641
	Iteration 96Q: 3 clusters Score -4517120 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4517198.500000 Penalty: 5165.806641
	Iteration 97Q: 3 clusters Score -4517198 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4517284.000000 Penalty: 5165.806641
	Iteration 98Q: 3 clusters Score -4517284 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4517355.500000 Penalty: 5165.806641
	Iteration 99Q: 3 clusters Score -4517356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4517412.500000 Penalty: 5165.806641
	Iteration 100F: 3 clusters Score -4517412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4517481.500000 Penalty: 5165.806641
	Iteration 101Q: 3 clusters Score -4517482 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -4517532.500000 Penalty: 5165.806641
	Iteration 102Q: 3 clusters Score -4517532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4517578.000000 Penalty: 5165.806641
	Iteration 103Q: 3 clusters Score -4517578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -4517642.500000 Penalty: 5165.806641
	Iteration 104Q: 3 clusters Score -4517642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4517693.500000 Penalty: 5165.806641
	Iteration 105Q: 3 clusters Score -4517694 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4517741.000000 Penalty: 5165.806641
	Iteration 106Q: 3 clusters Score -4517741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4517771.000000 Penalty: 5165.806641
	Iteration 107Q: 3 clusters Score -4517771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4517808.000000 Penalty: 5165.806641
	Iteration 108Q: 3 clusters Score -4517808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4517825.500000 Penalty: 5165.806641
	Iteration 109Q: 3 clusters Score -4517826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4517872.500000 Penalty: 5165.806641
	Iteration 110Q: 3 clusters Score -4517872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4517898.000000 Penalty: 5165.806641
	Iteration 111Q: 3 clusters Score -4517898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4517911.500000 Penalty: 5165.806641
	Iteration 112Q: 3 clusters Score -4517912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4517918.500000 Penalty: 5165.806641
	Iteration 113Q: 3 clusters Score -4517918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -4517954.000000 Penalty: 5165.806641
	Iteration 114Q: 3 clusters Score -4517954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4517970.500000 Penalty: 5165.806641
	Iteration 115Q: 3 clusters Score -4517970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4517985.500000 Penalty: 5165.806641
	Iteration 116Q: 3 clusters Score -4517986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4517991.000000 Penalty: 5165.806641
	Iteration 117Q: 3 clusters Score -4517991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4517998.500000 Penalty: 5165.806641
	Iteration 118Q: 3 clusters Score -4517998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4518017.500000 Penalty: 5165.806641
	Iteration 119Q: 3 clusters Score -4518018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4518017.500000 Penalty: 5165.806641
	Iteration 120F: 3 clusters Score -4518018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4518032.500000 Penalty: 5165.806641
	Iteration 121Q: 3 clusters Score -4518032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4518042.000000 Penalty: 5165.806641
	Iteration 122Q: 3 clusters Score -4518042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4518054.000000 Penalty: 5165.806641
	Iteration 123Q: 3 clusters Score -4518054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4518066.000000 Penalty: 5165.806641
	Iteration 124Q: 3 clusters Score -4518066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4518082.500000 Penalty: 5165.806641
	Iteration 125Q: 3 clusters Score -4518082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4518084.500000 Penalty: 5165.806641
	Iteration 126Q: 3 clusters Score -4518084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4518090.500000 Penalty: 5165.806641
	Iteration 127Q: 3 clusters Score -4518090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4518098.500000 Penalty: 5165.806641
	Iteration 128Q: 3 clusters Score -4518098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4518100.500000 Penalty: 5165.806641
	Iteration 129Q: 3 clusters Score -4518100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4518106.500000 Penalty: 5165.806641
	Iteration 130Q: 3 clusters Score -4518106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4518107.000000 Penalty: 5165.806641
	Iteration 131Q: 3 clusters Score -4518107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4518100.500000 Penalty: 5165.806641
	Iteration 132Q: 3 clusters Score -4518100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -4518108.000000 Penalty: 5165.806641
	Iteration 133Q: 3 clusters Score -4518108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4518105.500000 Penalty: 5165.806641
	Iteration 134Q: 3 clusters Score -4518106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4518111.000000 Penalty: 5165.806641
	Iteration 135Q: 3 clusters Score -4518111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -4518117.000000 Penalty: 5165.806641
	Iteration 136Q: 3 clusters Score -4518117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4518113.000000 Penalty: 5165.806641
	Iteration 137Q: 3 clusters Score -4518113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4518124.000000 Penalty: 5165.806641
	Iteration 138Q: 3 clusters Score -4518124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4518122.000000 Penalty: 5165.806641
	Iteration 139Q: 3 clusters Score -4518122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4518120.000000 Penalty: 5165.806641
	Iteration 140F: 3 clusters Score -4518120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4518122.000000 Penalty: 5165.806641
	Iteration 141Q: 3 clusters Score -4518122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -4518119.000000 Penalty: 5165.806641
	Iteration 142Q: 3 clusters Score -4518119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4518120.500000 Penalty: 5165.806641
	Iteration 143Q: 3 clusters Score -4518120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4518125.000000 Penalty: 5165.806641
	Iteration 144Q: 3 clusters Score -4518125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4518126.500000 Penalty: 5165.806641
	Iteration 145Q: 3 clusters Score -4518126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4518125.000000 Penalty: 5165.806641
	Iteration 146Q: 3 clusters Score -4518125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4518124.000000 Penalty: 5165.806641
	Iteration 147Q: 3 clusters Score -4518124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4518124.000000 Penalty: 5165.806641
	Iteration 148F: 3 clusters Score -4518124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Entering Unmasked Estep 
Score: -23280798.000000 Penalty: 2990.485107
	Iteration 0F: 2 clusters Score -2.32808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -23169128.000000 Penalty: 5980.970215
	Iteration 0F: 3 clusters Score -2.316913e+07 nChanged 82748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -23217102.000000 Penalty: 5980.970215
	Iteration 1F: 3 clusters Score -2.32171e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -23218268.000000 Penalty: 5980.970215
	Iteration 2Q: 3 clusters Score -2.321827e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -23220018.000000 Penalty: 5980.970215
	Iteration 3Q: 3 clusters Score -2.322002e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -23223588.000000 Penalty: 5980.970215
	Iteration 4Q: 3 clusters Score -2.322359e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -23230396.000000 Penalty: 5980.970215
	Iteration 5F: 3 clusters Score -2.32304e+07 nChanged 14965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -23242152.000000 Penalty: 5980.970215
	Iteration 6F: 3 clusters Score -2.324215e+07 nChanged 17064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -23258370.000000 Penalty: 5980.970215
	Iteration 7F: 3 clusters Score -2.325837e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -23271476.000000 Penalty: 5980.970215
	Iteration 8F: 3 clusters Score -2.327148e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -23276568.000000 Penalty: 5980.970215
	Iteration 9Q: 3 clusters Score -2.327657e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -23277646.000000 Penalty: 5980.970215
	Iteration 10Q: 3 clusters Score -2.327765e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172302 members 
Entering Unmasked Estep 
Score: -23277980.000000 Penalty: 5980.970215
	Iteration 11Q: 3 clusters Score -2.327798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -23278050.000000 Penalty: 5980.970215
	Iteration 12Q: 3 clusters Score -2.327805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172384 members 
Entering Unmasked Estep 
Score: -23278088.000000 Penalty: 5980.970215
	Iteration 13Q: 3 clusters Score -2.327809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172388 members 
Entering Unmasked Estep 
Score: -23278130.000000 Penalty: 5980.970215
	Iteration 14Q: 3 clusters Score -2.327813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -23278126.000000 Penalty: 5980.970215
	Iteration 15Q: 3 clusters Score -2.327813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -23278124.000000 Penalty: 5980.970215
	Iteration 16Q: 3 clusters Score -2.327812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -23278124.000000 Penalty: 5980.970215
	Iteration 17F: 3 clusters Score -2.327812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (170073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Entering Unmasked Estep 
Score: -22795608.000000 Penalty: 2986.907959
	Iteration 0F: 2 clusters Score -2.279561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -22685264.000000 Penalty: 5973.815918
	Iteration 0F: 3 clusters Score -2.268526e+07 nChanged 81345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -22734162.000000 Penalty: 5973.815918
	Iteration 1F: 3 clusters Score -2.273416e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -22737646.000000 Penalty: 5973.815918
	Iteration 2Q: 3 clusters Score -2.273765e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -22743902.000000 Penalty: 5973.815918
	Iteration 3F: 3 clusters Score -2.27439e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -22754834.000000 Penalty: 5973.815918
	Iteration 4F: 3 clusters Score -2.275483e+07 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -22769162.000000 Penalty: 5973.815918
	Iteration 5F: 3 clusters Score -2.276916e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130485 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -22782894.000000 Penalty: 5973.815918
	Iteration 6F: 3 clusters Score -2.278289e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -22788874.000000 Penalty: 5973.815918
	Iteration 7Q: 3 clusters Score -2.278887e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -22790276.000000 Penalty: 5973.815918
	Iteration 8Q: 3 clusters Score -2.279028e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -22791094.000000 Penalty: 5973.815918
	Iteration 9Q: 3 clusters Score -2.279109e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -22791676.000000 Penalty: 5973.815918
	Iteration 10Q: 3 clusters Score -2.279168e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -22791938.000000 Penalty: 5973.815918
	Iteration 11Q: 3 clusters Score -2.279194e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -22792480.000000 Penalty: 5973.815918
	Iteration 12Q: 3 clusters Score -2.279248e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141437 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -22792952.000000 Penalty: 5973.815918
	Iteration 13Q: 3 clusters Score -2.279295e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -22793338.000000 Penalty: 5973.815918
	Iteration 14Q: 3 clusters Score -2.279334e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -22793580.000000 Penalty: 5973.815918
	Iteration 15Q: 3 clusters Score -2.279358e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -22793724.000000 Penalty: 5973.815918
	Iteration 16Q: 3 clusters Score -2.279372e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -22794184.000000 Penalty: 5973.815918
	Iteration 17Q: 3 clusters Score -2.279418e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -22794516.000000 Penalty: 5973.815918
	Iteration 18Q: 3 clusters Score -2.279452e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -22794994.000000 Penalty: 5973.815918
	Iteration 19Q: 3 clusters Score -2.279499e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -22795072.000000 Penalty: 5973.815918
	Iteration 20F: 3 clusters Score -2.279507e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -22795030.000000 Penalty: 5973.815918
	Iteration 21Q: 3 clusters Score -2.279503e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -22795108.000000 Penalty: 5973.815918
	Iteration 22Q: 3 clusters Score -2.279511e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -22795116.000000 Penalty: 5973.815918
	Iteration 23Q: 3 clusters Score -2.279512e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -22795108.000000 Penalty: 5973.815918
	Iteration 24Q: 3 clusters Score -2.279511e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -22795058.000000 Penalty: 5973.815918
	Iteration 25Q: 3 clusters Score -2.279506e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -22794946.000000 Penalty: 5973.815918
	Iteration 26Q: 3 clusters Score -2.279495e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -22794870.000000 Penalty: 5973.815918
	Iteration 27Q: 3 clusters Score -2.279487e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -22794812.000000 Penalty: 5973.815918
	Iteration 28Q: 3 clusters Score -2.279481e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -22794650.000000 Penalty: 5973.815918
	Iteration 29Q: 3 clusters Score -2.279465e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166147 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -22794582.000000 Penalty: 5973.815918
	Iteration 30Q: 3 clusters Score -2.279458e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -22794494.000000 Penalty: 5973.815918
	Iteration 31Q: 3 clusters Score -2.279449e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22794366.000000 Penalty: 5973.815918
	Iteration 32Q: 3 clusters Score -2.279437e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -22794292.000000 Penalty: 5973.815918
	Iteration 33Q: 3 clusters Score -2.279429e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22794222.000000 Penalty: 5973.815918
	Iteration 34Q: 3 clusters Score -2.279422e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22794168.000000 Penalty: 5973.815918
	Iteration 35Q: 3 clusters Score -2.279417e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167852 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22794140.000000 Penalty: 5973.815918
	Iteration 36Q: 3 clusters Score -2.279414e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -22794136.000000 Penalty: 5973.815918
	Iteration 37Q: 3 clusters Score -2.279414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22794060.000000 Penalty: 5973.815918
	Iteration 38Q: 3 clusters Score -2.279406e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168281 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22794000.000000 Penalty: 5973.815918
	Iteration 39Q: 3 clusters Score -2.2794e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22793958.000000 Penalty: 5973.815918
	Iteration 40F: 3 clusters Score -2.279396e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22793950.000000 Penalty: 5973.815918
	Iteration 41Q: 3 clusters Score -2.279395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22793904.000000 Penalty: 5973.815918
	Iteration 42Q: 3 clusters Score -2.27939e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22793892.000000 Penalty: 5973.815918
	Iteration 43Q: 3 clusters Score -2.279389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22793862.000000 Penalty: 5973.815918
	Iteration 44Q: 3 clusters Score -2.279386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168634 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22793846.000000 Penalty: 5973.815918
	Iteration 45Q: 3 clusters Score -2.279385e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22793818.000000 Penalty: 5973.815918
	Iteration 46Q: 3 clusters Score -2.279382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168707 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22793808.000000 Penalty: 5973.815918
	Iteration 47Q: 3 clusters Score -2.279381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22793788.000000 Penalty: 5973.815918
	Iteration 48Q: 3 clusters Score -2.279379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22793774.000000 Penalty: 5973.815918
	Iteration 49Q: 3 clusters Score -2.279377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22793750.000000 Penalty: 5973.815918
	Iteration 50Q: 3 clusters Score -2.279375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22793748.000000 Penalty: 5973.815918
	Iteration 51Q: 3 clusters Score -2.279375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22793752.000000 Penalty: 5973.815918
	Iteration 52Q: 3 clusters Score -2.279375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22793736.000000 Penalty: 5973.815918
	Iteration 53Q: 3 clusters Score -2.279374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168886 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22793732.000000 Penalty: 5973.815918
	Iteration 54Q: 3 clusters Score -2.279373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -22793710.000000 Penalty: 5973.815918
	Iteration 55Q: 3 clusters Score -2.279371e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -22793674.000000 Penalty: 5973.815918
	Iteration 56Q: 3 clusters Score -2.279367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22793664.000000 Penalty: 5973.815918
	Iteration 57Q: 3 clusters Score -2.279366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -22793672.000000 Penalty: 5973.815918
	Iteration 58Q: 3 clusters Score -2.279367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22793694.000000 Penalty: 5973.815918
	Iteration 59Q: 3 clusters Score -2.279369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22793706.000000 Penalty: 5973.815918
	Iteration 60F: 3 clusters Score -2.279371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22793708.000000 Penalty: 5973.815918
	Iteration 61Q: 3 clusters Score -2.279371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22793700.000000 Penalty: 5973.815918
	Iteration 62Q: 3 clusters Score -2.27937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22793694.000000 Penalty: 5973.815918
	Iteration 63Q: 3 clusters Score -2.279369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22793702.000000 Penalty: 5973.815918
	Iteration 64Q: 3 clusters Score -2.27937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22793702.000000 Penalty: 5973.815918
	Iteration 65F: 3 clusters Score -2.27937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Entering Unmasked Estep 
Score: -7724390.500000 Penalty: 2715.364746
	Iteration 0F: 2 clusters Score -7724390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -7685992.000000 Penalty: 5430.729492
	Iteration 0F: 3 clusters Score -7685992 nChanged 26402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -7700763.000000 Penalty: 5430.729492
	Iteration 1F: 3 clusters Score -7700763 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7701563.500000 Penalty: 5430.729492
	Iteration 2Q: 3 clusters Score -7701564 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -7702566.500000 Penalty: 5430.729492
	Iteration 3Q: 3 clusters Score -7702566 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -7703646.000000 Penalty: 5430.729492
	Iteration 4Q: 3 clusters Score -7703646 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -7704916.000000 Penalty: 5430.729492
	Iteration 5Q: 3 clusters Score -7704916 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -7706399.500000 Penalty: 5430.729492
	Iteration 6F: 3 clusters Score -7706400 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7708193.500000 Penalty: 5430.729492
	Iteration 7F: 3 clusters Score -7708194 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7710328.000000 Penalty: 5430.729492
	Iteration 8F: 3 clusters Score -7710328 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7712530.500000 Penalty: 5430.729492
	Iteration 9F: 3 clusters Score -7712530 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7714129.000000 Penalty: 5430.729492
	Iteration 10F: 3 clusters Score -7714129 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -7715068.500000 Penalty: 5430.729492
	Iteration 11Q: 3 clusters Score -7715068 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -7715508.500000 Penalty: 5430.729492
	Iteration 12Q: 3 clusters Score -7715508 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7715804.000000 Penalty: 5430.729492
	Iteration 13Q: 3 clusters Score -7715804 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -7716090.000000 Penalty: 5430.729492
	Iteration 14Q: 3 clusters Score -7716090 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -7716314.000000 Penalty: 5430.729492
	Iteration 15Q: 3 clusters Score -7716314 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -7716593.500000 Penalty: 5430.729492
	Iteration 16Q: 3 clusters Score -7716594 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -7716798.500000 Penalty: 5430.729492
	Iteration 17Q: 3 clusters Score -7716798 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7716961.000000 Penalty: 5430.729492
	Iteration 18Q: 3 clusters Score -7716961 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -7717183.500000 Penalty: 5430.729492
	Iteration 19Q: 3 clusters Score -7717184 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7717272.500000 Penalty: 5430.729492
	Iteration 20F: 3 clusters Score -7717272 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7717338.000000 Penalty: 5430.729492
	Iteration 21Q: 3 clusters Score -7717338 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -7717446.000000 Penalty: 5430.729492
	Iteration 22Q: 3 clusters Score -7717446 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7717555.500000 Penalty: 5430.729492
	Iteration 23Q: 3 clusters Score -7717556 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -7717572.000000 Penalty: 5430.729492
	Iteration 24Q: 3 clusters Score -7717572 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7717618.500000 Penalty: 5430.729492
	Iteration 25Q: 3 clusters Score -7717618 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -7717759.000000 Penalty: 5430.729492
	Iteration 26Q: 3 clusters Score -7717759 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -7717838.500000 Penalty: 5430.729492
	Iteration 27Q: 3 clusters Score -7717838 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7717872.000000 Penalty: 5430.729492
	Iteration 28Q: 3 clusters Score -7717872 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7717929.000000 Penalty: 5430.729492
	Iteration 29Q: 3 clusters Score -7717929 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -7717981.000000 Penalty: 5430.729492
	Iteration 30Q: 3 clusters Score -7717981 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7718054.500000 Penalty: 5430.729492
	Iteration 31Q: 3 clusters Score -7718054 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7718145.000000 Penalty: 5430.729492
	Iteration 32Q: 3 clusters Score -7718145 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7718222.500000 Penalty: 5430.729492
	Iteration 33Q: 3 clusters Score -7718222 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -7718312.000000 Penalty: 5430.729492
	Iteration 34Q: 3 clusters Score -7718312 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7718388.500000 Penalty: 5430.729492
	Iteration 35Q: 3 clusters Score -7718388 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -7718518.000000 Penalty: 5430.729492
	Iteration 36Q: 3 clusters Score -7718518 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -7718612.000000 Penalty: 5430.729492
	Iteration 37Q: 3 clusters Score -7718612 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7718707.500000 Penalty: 5430.729492
	Iteration 38Q: 3 clusters Score -7718708 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7718846.500000 Penalty: 5430.729492
	Iteration 39Q: 3 clusters Score -7718846 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -7718953.500000 Penalty: 5430.729492
	Iteration 40F: 3 clusters Score -7718954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -7719059.500000 Penalty: 5430.729492
	Iteration 41Q: 3 clusters Score -7719060 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -7719202.500000 Penalty: 5430.729492
	Iteration 42Q: 3 clusters Score -7719202 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -7719343.500000 Penalty: 5430.729492
	Iteration 43Q: 3 clusters Score -7719344 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -7719474.000000 Penalty: 5430.729492
	Iteration 44Q: 3 clusters Score -7719474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -7719610.000000 Penalty: 5430.729492
	Iteration 45Q: 3 clusters Score -7719610 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -7719720.500000 Penalty: 5430.729492
	Iteration 46Q: 3 clusters Score -7719720 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -7719845.500000 Penalty: 5430.729492
	Iteration 47Q: 3 clusters Score -7719846 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -7719992.500000 Penalty: 5430.729492
	Iteration 48Q: 3 clusters Score -7719992 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -7720194.500000 Penalty: 5430.729492
	Iteration 49Q: 3 clusters Score -7720194 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -7720314.500000 Penalty: 5430.729492
	Iteration 50Q: 3 clusters Score -7720314 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -7720485.000000 Penalty: 5430.729492
	Iteration 51Q: 3 clusters Score -7720485 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -7720646.000000 Penalty: 5430.729492
	Iteration 52Q: 3 clusters Score -7720646 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -7720797.500000 Penalty: 5430.729492
	Iteration 53Q: 3 clusters Score -7720798 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7720965.500000 Penalty: 5430.729492
	Iteration 54Q: 3 clusters Score -7720966 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -7721076.000000 Penalty: 5430.729492
	Iteration 55Q: 3 clusters Score -7721076 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -7721171.000000 Penalty: 5430.729492
	Iteration 56Q: 3 clusters Score -7721171 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -7721281.000000 Penalty: 5430.729492
	Iteration 57Q: 3 clusters Score -7721281 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -7721388.500000 Penalty: 5430.729492
	Iteration 58Q: 3 clusters Score -7721388 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -7721493.000000 Penalty: 5430.729492
	Iteration 59Q: 3 clusters Score -7721493 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -7721608.000000 Penalty: 5430.729492
	Iteration 60F: 3 clusters Score -7721608 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -7721740.000000 Penalty: 5430.729492
	Iteration 61Q: 3 clusters Score -7721740 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -7721830.000000 Penalty: 5430.729492
	Iteration 62Q: 3 clusters Score -7721830 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7721865.500000 Penalty: 5430.729492
	Iteration 63Q: 3 clusters Score -7721866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7721925.000000 Penalty: 5430.729492
	Iteration 64Q: 3 clusters Score -7721925 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -7721978.000000 Penalty: 5430.729492
	Iteration 65Q: 3 clusters Score -7721978 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -7722019.500000 Penalty: 5430.729492
	Iteration 66Q: 3 clusters Score -7722020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -7722071.000000 Penalty: 5430.729492
	Iteration 67Q: 3 clusters Score -7722071 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -7722111.500000 Penalty: 5430.729492
	Iteration 68Q: 3 clusters Score -7722112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7722173.500000 Penalty: 5430.729492
	Iteration 69Q: 3 clusters Score -7722174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -7722218.500000 Penalty: 5430.729492
	Iteration 70Q: 3 clusters Score -7722218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7722253.000000 Penalty: 5430.729492
	Iteration 71Q: 3 clusters Score -7722253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7722276.000000 Penalty: 5430.729492
	Iteration 72Q: 3 clusters Score -7722276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7722323.000000 Penalty: 5430.729492
	Iteration 73Q: 3 clusters Score -7722323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7722350.000000 Penalty: 5430.729492
	Iteration 74Q: 3 clusters Score -7722350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7722353.500000 Penalty: 5430.729492
	Iteration 75Q: 3 clusters Score -7722354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -7722374.500000 Penalty: 5430.729492
	Iteration 76Q: 3 clusters Score -7722374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7722408.000000 Penalty: 5430.729492
	Iteration 77Q: 3 clusters Score -7722408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -7722422.500000 Penalty: 5430.729492
	Iteration 78Q: 3 clusters Score -7722422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -7722438.500000 Penalty: 5430.729492
	Iteration 79Q: 3 clusters Score -7722438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7722443.500000 Penalty: 5430.729492
	Iteration 80F: 3 clusters Score -7722444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -7722453.500000 Penalty: 5430.729492
	Iteration 81Q: 3 clusters Score -7722454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -7722465.000000 Penalty: 5430.729492
	Iteration 82Q: 3 clusters Score -7722465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -7722464.000000 Penalty: 5430.729492
	Iteration 83Q: 3 clusters Score -7722464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -7722474.500000 Penalty: 5430.729492
	Iteration 84Q: 3 clusters Score -7722474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -7722483.000000 Penalty: 5430.729492
	Iteration 85Q: 3 clusters Score -7722483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -7722500.000000 Penalty: 5430.729492
	Iteration 86Q: 3 clusters Score -7722500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7722494.500000 Penalty: 5430.729492
	Iteration 87Q: 3 clusters Score -7722494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -7722493.000000 Penalty: 5430.729492
	Iteration 88Q: 3 clusters Score -7722493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7722497.500000 Penalty: 5430.729492
	Iteration 89Q: 3 clusters Score -7722498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -7722494.500000 Penalty: 5430.729492
	Iteration 90Q: 3 clusters Score -7722494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -7722497.500000 Penalty: 5430.729492
	Iteration 91Q: 3 clusters Score -7722498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -7722497.500000 Penalty: 5430.729492
	Iteration 92F: 3 clusters Score -7722498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 7739 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 116774 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17097 members 
Mstep: Class 8 contains 152210 members 
Mstep: Class 9 contains 188685 members 
Mstep: Class 10 contains 41732 members 
Mstep: Class 11 contains 175937 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161497 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 33354 members 
Mstep: Class 19 contains 172544 members 
Mstep: Class 20 contains 170073 members 
Mstep: Class 22 contains 56900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329744.000000 Penalty: 73593.648438
Iteration 279Q: 22 clusters Score -1.803297e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 7755 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 116831 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17101 members 
Mstep: Class 8 contains 152341 members 
Mstep: Class 9 contains 188732 members 
Mstep: Class 10 contains 41750 members 
Mstep: Class 11 contains 175954 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161498 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 33387 members 
Mstep: Class 19 contains 172598 members 
Mstep: Class 20 contains 169615 members 
Mstep: Class 22 contains 56938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329856.000000 Penalty: 73593.648438
Iteration 280F: 22 clusters Score -1.803299e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 7787 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 116892 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17106 members 
Mstep: Class 8 contains 152452 members 
Mstep: Class 9 contains 188782 members 
Mstep: Class 10 contains 41764 members 
Mstep: Class 11 contains 175987 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161491 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 18 contains 33411 members 
Mstep: Class 19 contains 172669 members 
Mstep: Class 20 contains 169145 members 
Mstep: Class 22 contains 56983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329792.000000 Penalty: 73593.648438
Iteration 281Q: 22 clusters Score -1.803298e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 116956 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17118 members 
Mstep: Class 8 contains 152568 members 
Mstep: Class 9 contains 188854 members 
Mstep: Class 10 contains 41771 members 
Mstep: Class 11 contains 176021 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161437 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 33446 members 
Mstep: Class 19 contains 172753 members 
Mstep: Class 20 contains 168683 members 
Mstep: Class 22 contains 57025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329888.000000 Penalty: 73593.648438
Iteration 282Q: 22 clusters Score -1.803299e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 117040 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17125 members 
Mstep: Class 8 contains 152702 members 
Mstep: Class 9 contains 188891 members 
Mstep: Class 10 contains 41797 members 
Mstep: Class 11 contains 176059 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161412 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 33482 members 
Mstep: Class 19 contains 172827 members 
Mstep: Class 20 contains 168143 members 
Mstep: Class 22 contains 57094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329280.000000 Penalty: 73593.648438
Iteration 283Q: 22 clusters Score -1.803293e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 117124 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17127 members 
Mstep: Class 8 contains 152783 members 
Mstep: Class 9 contains 188958 members 
Mstep: Class 10 contains 41822 members 
Mstep: Class 11 contains 176098 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 33514 members 
Mstep: Class 19 contains 172904 members 
Mstep: Class 20 contains 167619 members 
Mstep: Class 22 contains 57156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329296.000000 Penalty: 73593.648438
Iteration 284Q: 22 clusters Score -1.803293e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 7873 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 117204 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 152874 members 
Mstep: Class 9 contains 188995 members 
Mstep: Class 10 contains 41858 members 
Mstep: Class 11 contains 176139 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161432 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 33545 members 
Mstep: Class 19 contains 173013 members 
Mstep: Class 20 contains 167070 members 
Mstep: Class 22 contains 57201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329056.000000 Penalty: 73593.648438
Iteration 285Q: 22 clusters Score -1.803291e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 7876 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 117262 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17132 members 
Mstep: Class 8 contains 152968 members 
Mstep: Class 9 contains 189031 members 
Mstep: Class 10 contains 41885 members 
Mstep: Class 11 contains 176153 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161460 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 173114 members 
Mstep: Class 20 contains 166561 members 
Mstep: Class 22 contains 57273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328944.000000 Penalty: 73593.648438
Iteration 286Q: 22 clusters Score -1.803289e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 7870 members 
Mstep: Class 3 contains 4238 members 
Mstep: Class 4 contains 117347 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17136 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 189088 members 
Mstep: Class 10 contains 41913 members 
Mstep: Class 11 contains 176155 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161464 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 33578 members 
Mstep: Class 19 contains 173195 members 
Mstep: Class 20 contains 166100 members 
Mstep: Class 22 contains 57351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328784.000000 Penalty: 73593.648438
Iteration 287Q: 22 clusters Score -1.803288e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 4253 members 
Mstep: Class 4 contains 117461 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17138 members 
Mstep: Class 8 contains 153045 members 
Mstep: Class 9 contains 189152 members 
Mstep: Class 10 contains 41925 members 
Mstep: Class 11 contains 176191 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161514 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 33604 members 
Mstep: Class 19 contains 173244 members 
Mstep: Class 20 contains 165648 members 
Mstep: Class 22 contains 57416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328848.000000 Penalty: 73593.648438
Iteration 288Q: 22 clusters Score -1.803288e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 7870 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 117560 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17148 members 
Mstep: Class 8 contains 153067 members 
Mstep: Class 9 contains 189180 members 
Mstep: Class 10 contains 41947 members 
Mstep: Class 11 contains 176241 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161552 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 33625 members 
Mstep: Class 19 contains 173287 members 
Mstep: Class 20 contains 165246 members 
Mstep: Class 22 contains 57466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328960.000000 Penalty: 73593.648438
Iteration 289Q: 22 clusters Score -1.80329e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 4281 members 
Mstep: Class 4 contains 117646 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17149 members 
Mstep: Class 8 contains 153085 members 
Mstep: Class 9 contains 189186 members 
Mstep: Class 10 contains 41968 members 
Mstep: Class 11 contains 176261 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161600 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 33649 members 
Mstep: Class 19 contains 173306 members 
Mstep: Class 20 contains 164956 members 
Mstep: Class 22 contains 57519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329024.000000 Penalty: 73593.648438
Iteration 290Q: 22 clusters Score -1.80329e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 117735 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17159 members 
Mstep: Class 8 contains 153159 members 
Mstep: Class 9 contains 189190 members 
Mstep: Class 10 contains 41963 members 
Mstep: Class 11 contains 176263 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161652 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 33673 members 
Mstep: Class 19 contains 173331 members 
Mstep: Class 20 contains 164612 members 
Mstep: Class 22 contains 57595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328864.000000 Penalty: 73593.648438
Iteration 291Q: 22 clusters Score -1.803289e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 117825 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17169 members 
Mstep: Class 8 contains 153250 members 
Mstep: Class 9 contains 189169 members 
Mstep: Class 10 contains 41959 members 
Mstep: Class 11 contains 176267 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161687 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 33689 members 
Mstep: Class 19 contains 173369 members 
Mstep: Class 20 contains 164272 members 
Mstep: Class 22 contains 57665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328816.000000 Penalty: 73593.648438
Iteration 292Q: 22 clusters Score -1.803288e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 117905 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 153373 members 
Mstep: Class 9 contains 189169 members 
Mstep: Class 10 contains 41971 members 
Mstep: Class 11 contains 176238 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161751 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 33695 members 
Mstep: Class 19 contains 173384 members 
Mstep: Class 20 contains 163913 members 
Mstep: Class 22 contains 57728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329056.000000 Penalty: 73593.648438
Iteration 293Q: 22 clusters Score -1.803291e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 7873 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 117987 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17187 members 
Mstep: Class 8 contains 153445 members 
Mstep: Class 9 contains 189210 members 
Mstep: Class 10 contains 41967 members 
Mstep: Class 11 contains 176193 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161776 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 33698 members 
Mstep: Class 19 contains 173409 members 
Mstep: Class 20 contains 163612 members 
Mstep: Class 22 contains 57797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329280.000000 Penalty: 73593.648438
Iteration 294Q: 22 clusters Score -1.803293e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 4337 members 
Mstep: Class 4 contains 118081 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 153497 members 
Mstep: Class 9 contains 189267 members 
Mstep: Class 10 contains 41985 members 
Mstep: Class 11 contains 176157 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161815 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 33721 members 
Mstep: Class 19 contains 173432 members 
Mstep: Class 20 contains 163225 members 
Mstep: Class 22 contains 57870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328928.000000 Penalty: 73593.648438
Iteration 295Q: 22 clusters Score -1.803289e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 7875 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 118175 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 153506 members 
Mstep: Class 9 contains 189313 members 
Mstep: Class 10 contains 42001 members 
Mstep: Class 11 contains 176140 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161857 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 33734 members 
Mstep: Class 19 contains 173438 members 
Mstep: Class 20 contains 162918 members 
Mstep: Class 22 contains 57929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328624.000000 Penalty: 73593.648438
Iteration 296Q: 22 clusters Score -1.803286e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 118274 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 8 contains 153510 members 
Mstep: Class 9 contains 189355 members 
Mstep: Class 10 contains 42007 members 
Mstep: Class 11 contains 176142 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161922 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 33751 members 
Mstep: Class 19 contains 173454 members 
Mstep: Class 20 contains 162540 members 
Mstep: Class 22 contains 57987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328592.000000 Penalty: 73593.648438
Iteration 297Q: 22 clusters Score -1.803286e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 118368 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17194 members 
Mstep: Class 8 contains 153603 members 
Mstep: Class 9 contains 189390 members 
Mstep: Class 10 contains 42026 members 
Mstep: Class 11 contains 176113 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162005 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 33774 members 
Mstep: Class 19 contains 173453 members 
Mstep: Class 20 contains 162115 members 
Mstep: Class 22 contains 58043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328832.000000 Penalty: 73593.648438
Iteration 298Q: 22 clusters Score -1.803288e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 118445 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17200 members 
Mstep: Class 8 contains 153737 members 
Mstep: Class 9 contains 189429 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 11 contains 176074 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162070 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 33775 members 
Mstep: Class 19 contains 173465 members 
Mstep: Class 20 contains 161700 members 
Mstep: Class 22 contains 58081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328928.000000 Penalty: 73593.648438
Iteration 299Q: 22 clusters Score -1.803289e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 118529 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 153932 members 
Mstep: Class 9 contains 189440 members 
Mstep: Class 10 contains 42090 members 
Mstep: Class 11 contains 176011 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162118 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 33780 members 
Mstep: Class 19 contains 173433 members 
Mstep: Class 20 contains 161298 members 
Mstep: Class 22 contains 58132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329088.000000 Penalty: 73593.648438
Iteration 300F: 22 clusters Score -1.803291e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 118616 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17211 members 
Mstep: Class 8 contains 154074 members 
Mstep: Class 9 contains 189464 members 
Mstep: Class 10 contains 42124 members 
Mstep: Class 11 contains 175949 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162177 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 33779 members 
Mstep: Class 19 contains 173411 members 
Mstep: Class 20 contains 160917 members 
Mstep: Class 22 contains 58176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329328.000000 Penalty: 73593.648438
Iteration 301Q: 22 clusters Score -1.803293e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 118703 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17230 members 
Mstep: Class 8 contains 154143 members 
Mstep: Class 9 contains 189492 members 
Mstep: Class 10 contains 42148 members 
Mstep: Class 11 contains 175926 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162208 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 33769 members 
Mstep: Class 19 contains 173390 members 
Mstep: Class 20 contains 160621 members 
Mstep: Class 22 contains 58205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329136.000000 Penalty: 73593.648438
Iteration 302Q: 22 clusters Score -1.803291e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 118795 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17249 members 
Mstep: Class 8 contains 154179 members 
Mstep: Class 9 contains 189467 members 
Mstep: Class 10 contains 42169 members 
Mstep: Class 11 contains 175897 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162246 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 33783 members 
Mstep: Class 19 contains 173345 members 
Mstep: Class 20 contains 160398 members 
Mstep: Class 22 contains 58253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329136.000000 Penalty: 73593.648438
Iteration 303Q: 22 clusters Score -1.803291e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 118913 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 154232 members 
Mstep: Class 9 contains 189475 members 
Mstep: Class 10 contains 42186 members 
Mstep: Class 11 contains 175862 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162245 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 33798 members 
Mstep: Class 19 contains 173280 members 
Mstep: Class 20 contains 160208 members 
Mstep: Class 22 contains 58289 members 
Entering Unmasked Estep 
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Score: -180329152.000000 Penalty: 73593.648438
Iteration 304Q: 22 clusters Score -1.803292e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 119002 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 8 contains 154317 members 
Mstep: Class 9 contains 189477 members 
Mstep: Class 10 contains 42203 members 
Mstep: Class 11 contains 175839 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162226 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 33831 members 
Mstep: Class 19 contains 173236 members 
Mstep: Class 20 contains 159971 members 
Mstep: Class 22 contains 58338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329344.000000 Penalty: 73593.648438
Iteration 305Q: 22 clusters Score -1.803293e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 8035 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 119062 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17262 members 
Mstep: Class 8 contains 154450 members 
Mstep: Class 9 contains 189450 members 
Mstep: Class 10 contains 42220 members 
Mstep: Class 11 contains 175804 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162197 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 33846 members 
Mstep: Class 19 contains 173177 members 
Mstep: Class 20 contains 159855 members 
Mstep: Class 22 contains 58361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329248.000000 Penalty: 73593.648438
Iteration 306Q: 22 clusters Score -1.803292e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 119151 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17258 members 
Mstep: Class 8 contains 154610 members 
Mstep: Class 9 contains 189449 members 
Mstep: Class 10 contains 42243 members 
Mstep: Class 11 contains 175757 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162159 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 33875 members 
Mstep: Class 19 contains 173111 members 
Mstep: Class 20 contains 159648 members 
Mstep: Class 22 contains 58407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329808.000000 Penalty: 73593.648438
Iteration 307Q: 22 clusters Score -1.803298e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 119235 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17265 members 
Mstep: Class 8 contains 154755 members 
Mstep: Class 9 contains 189461 members 
Mstep: Class 10 contains 42263 members 
Mstep: Class 11 contains 175733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162169 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 33893 members 
Mstep: Class 19 contains 173052 members 
Mstep: Class 20 contains 159403 members 
Mstep: Class 22 contains 58448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329744.000000 Penalty: 73593.648438
Iteration 308Q: 22 clusters Score -1.803297e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 119327 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17268 members 
Mstep: Class 8 contains 154929 members 
Mstep: Class 9 contains 189486 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 175746 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162163 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 33900 members 
Mstep: Class 19 contains 172979 members 
Mstep: Class 20 contains 159127 members 
Mstep: Class 22 contains 58468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329040.000000 Penalty: 73593.648438
Iteration 309Q: 22 clusters Score -1.80329e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 8078 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 119411 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17275 members 
Mstep: Class 8 contains 155134 members 
Mstep: Class 9 contains 189475 members 
Mstep: Class 10 contains 42296 members 
Mstep: Class 11 contains 175754 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162158 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 33914 members 
Mstep: Class 19 contains 172910 members 
Mstep: Class 20 contains 158863 members 
Mstep: Class 22 contains 58503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328976.000000 Penalty: 73593.648438
Iteration 310Q: 22 clusters Score -1.80329e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 8108 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 119500 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17289 members 
Mstep: Class 8 contains 155305 members 
Mstep: Class 9 contains 189473 members 
Mstep: Class 10 contains 42310 members 
Mstep: Class 11 contains 175729 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162164 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 33932 members 
Mstep: Class 19 contains 172866 members 
Mstep: Class 20 contains 158595 members 
Mstep: Class 22 contains 58544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328752.000000 Penalty: 73593.648438
Iteration 311Q: 22 clusters Score -1.803288e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 4 contains 119613 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17297 members 
Mstep: Class 8 contains 155418 members 
Mstep: Class 9 contains 189466 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 175712 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162155 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 33950 members 
Mstep: Class 19 contains 172782 members 
Mstep: Class 20 contains 158392 members 
Mstep: Class 22 contains 58576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328624.000000 Penalty: 73593.648438
Iteration 312Q: 22 clusters Score -1.803286e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 4686 members 
Mstep: Class 4 contains 119720 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17309 members 
Mstep: Class 8 contains 155472 members 
Mstep: Class 9 contains 189478 members 
Mstep: Class 10 contains 42411 members 
Mstep: Class 11 contains 175740 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162135 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 33977 members 
Mstep: Class 19 contains 172704 members 
Mstep: Class 20 contains 158228 members 
Mstep: Class 22 contains 58598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328752.000000 Penalty: 73593.648438
Iteration 313Q: 22 clusters Score -1.803288e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 4712 members 
Mstep: Class 4 contains 119847 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17309 members 
Mstep: Class 8 contains 155498 members 
Mstep: Class 9 contains 189467 members 
Mstep: Class 10 contains 42456 members 
Mstep: Class 11 contains 175750 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162127 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 34018 members 
Mstep: Class 19 contains 172604 members 
Mstep: Class 20 contains 158079 members 
Mstep: Class 22 contains 58641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328464.000000 Penalty: 73593.648438
Iteration 314Q: 22 clusters Score -1.803285e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 8210 members 
Mstep: Class 3 contains 4739 members 
Mstep: Class 4 contains 119955 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17304 members 
Mstep: Class 8 contains 155485 members 
Mstep: Class 9 contains 189505 members 
Mstep: Class 10 contains 42498 members 
Mstep: Class 11 contains 175733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162118 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 34051 members 
Mstep: Class 19 contains 172536 members 
Mstep: Class 20 contains 157929 members 
Mstep: Class 22 contains 58695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328912.000000 Penalty: 73593.648438
Iteration 315Q: 22 clusters Score -1.803289e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 120047 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17309 members 
Mstep: Class 8 contains 155448 members 
Mstep: Class 9 contains 189514 members 
Mstep: Class 10 contains 42532 members 
Mstep: Class 11 contains 175736 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162122 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 34086 members 
Mstep: Class 19 contains 172500 members 
Mstep: Class 20 contains 157757 members 
Mstep: Class 22 contains 58727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328672.000000 Penalty: 73593.648438
Iteration 316Q: 22 clusters Score -1.803287e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 120123 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17323 members 
Mstep: Class 8 contains 155477 members 
Mstep: Class 9 contains 189531 members 
Mstep: Class 10 contains 42558 members 
Mstep: Class 11 contains 175706 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162122 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 34116 members 
Mstep: Class 19 contains 172437 members 
Mstep: Class 20 contains 157545 members 
Mstep: Class 22 contains 58778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328576.000000 Penalty: 73593.648438
Iteration 317Q: 22 clusters Score -1.803286e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 4820 members 
Mstep: Class 4 contains 120184 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17332 members 
Mstep: Class 8 contains 155581 members 
Mstep: Class 9 contains 189556 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 175664 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162130 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 34146 members 
Mstep: Class 19 contains 172375 members 
Mstep: Class 20 contains 157308 members 
Mstep: Class 22 contains 58836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329024.000000 Penalty: 73593.648438
Iteration 318Q: 22 clusters Score -1.80329e+08 nChanged 2692
Entering ConstructFrom: 
Score: -180329024.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (62778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Entering Unmasked Estep 
Score: -8177782.000000 Penalty: 2739.745361
	Iteration 0F: 2 clusters Score -8177782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -8135487.500000 Penalty: 5479.490723
	Iteration 0F: 3 clusters Score -8135488 nChanged 29363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8151878.000000 Penalty: 5479.490723
	Iteration 1F: 3 clusters Score -8151878 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -8152391.500000 Penalty: 5479.490723
	Iteration 2Q: 3 clusters Score -8152392 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8152972.000000 Penalty: 5479.490723
	Iteration 3Q: 3 clusters Score -8152972 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -8153640.000000 Penalty: 5479.490723
	Iteration 4Q: 3 clusters Score -8153640 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -8154579.000000 Penalty: 5479.490723
	Iteration 5Q: 3 clusters Score -8154579 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8156070.000000 Penalty: 5479.490723
	Iteration 6Q: 3 clusters Score -8156070 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8158540.500000 Penalty: 5479.490723
	Iteration 7F: 3 clusters Score -8158540 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -8162278.000000 Penalty: 5479.490723
	Iteration 8F: 3 clusters Score -8162278 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -8166883.000000 Penalty: 5479.490723
	Iteration 9F: 3 clusters Score -8166883 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -8170961.000000 Penalty: 5479.490723
	Iteration 10F: 3 clusters Score -8170961 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -8173515.000000 Penalty: 5479.490723
	Iteration 11Q: 3 clusters Score -8173515 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -8174625.500000 Penalty: 5479.490723
	Iteration 12Q: 3 clusters Score -8174626 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -8175069.500000 Penalty: 5479.490723
	Iteration 13Q: 3 clusters Score -8175070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -8175195.000000 Penalty: 5479.490723
	Iteration 14Q: 3 clusters Score -8175195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -8175263.500000 Penalty: 5479.490723
	Iteration 15Q: 3 clusters Score -8175264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -8175320.500000 Penalty: 5479.490723
	Iteration 16Q: 3 clusters Score -8175320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -8175346.000000 Penalty: 5479.490723
	Iteration 17Q: 3 clusters Score -8175346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -8175358.500000 Penalty: 5479.490723
	Iteration 18Q: 3 clusters Score -8175358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -8175367.000000 Penalty: 5479.490723
	Iteration 19Q: 3 clusters Score -8175367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -8175382.000000 Penalty: 5479.490723
	Iteration 20F: 3 clusters Score -8175382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -8175383.000000 Penalty: 5479.490723
	Iteration 21Q: 3 clusters Score -8175383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -8175386.000000 Penalty: 5479.490723
	Iteration 22Q: 3 clusters Score -8175386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -8175392.500000 Penalty: 5479.490723
	Iteration 23Q: 3 clusters Score -8175392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -8175392.500000 Penalty: 5479.490723
	Iteration 24F: 3 clusters Score -8175392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Entering Unmasked Estep 
Score: -1135726.875000 Penalty: 2240.570312
	Iteration 0F: 2 clusters Score -1135727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1129095.750000 Penalty: 4481.140625
	Iteration 0F: 3 clusters Score -1129096 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1130900.500000 Penalty: 4481.140625
	Iteration 1F: 3 clusters Score -1130900 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1131121.500000 Penalty: 4481.140625
	Iteration 2F: 3 clusters Score -1131122 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1131270.375000 Penalty: 4481.140625
	Iteration 3Q: 3 clusters Score -1131270 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1131383.875000 Penalty: 4481.140625
	Iteration 4Q: 3 clusters Score -1131384 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1131457.125000 Penalty: 4481.140625
	Iteration 5Q: 3 clusters Score -1131457 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1131525.125000 Penalty: 4481.140625
	Iteration 6Q: 3 clusters Score -1131525 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1131587.875000 Penalty: 4481.140625
	Iteration 7Q: 3 clusters Score -1131588 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1131651.500000 Penalty: 4481.140625
	Iteration 8Q: 3 clusters Score -1131652 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1131707.125000 Penalty: 4481.140625
	Iteration 9Q: 3 clusters Score -1131707 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1131771.875000 Penalty: 4481.140625
	Iteration 10Q: 3 clusters Score -1131772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1131821.625000 Penalty: 4481.140625
	Iteration 11Q: 3 clusters Score -1131822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1131867.750000 Penalty: 4481.140625
	Iteration 12Q: 3 clusters Score -1131868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1131908.875000 Penalty: 4481.140625
	Iteration 13Q: 3 clusters Score -1131909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1131957.125000 Penalty: 4481.140625
	Iteration 14Q: 3 clusters Score -1131957 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1131999.125000 Penalty: 4481.140625
	Iteration 15Q: 3 clusters Score -1131999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1132043.125000 Penalty: 4481.140625
	Iteration 16Q: 3 clusters Score -1132043 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1132098.875000 Penalty: 4481.140625
	Iteration 17Q: 3 clusters Score -1132099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1132157.500000 Penalty: 4481.140625
	Iteration 18Q: 3 clusters Score -1132158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1132219.750000 Penalty: 4481.140625
	Iteration 19Q: 3 clusters Score -1132220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1132285.625000 Penalty: 4481.140625
	Iteration 20F: 3 clusters Score -1132286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1132349.875000 Penalty: 4481.140625
	Iteration 21Q: 3 clusters Score -1132350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1132409.375000 Penalty: 4481.140625
	Iteration 22Q: 3 clusters Score -1132409 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1132478.250000 Penalty: 4481.140625
	Iteration 23Q: 3 clusters Score -1132478 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1132559.250000 Penalty: 4481.140625
	Iteration 24Q: 3 clusters Score -1132559 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1132640.875000 Penalty: 4481.140625
	Iteration 25Q: 3 clusters Score -1132641 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1132732.250000 Penalty: 4481.140625
	Iteration 26Q: 3 clusters Score -1132732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1132813.750000 Penalty: 4481.140625
	Iteration 27Q: 3 clusters Score -1132814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1132902.125000 Penalty: 4481.140625
	Iteration 28Q: 3 clusters Score -1132902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1132958.000000 Penalty: 4481.140625
	Iteration 29Q: 3 clusters Score -1132958 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1133010.875000 Penalty: 4481.140625
	Iteration 30Q: 3 clusters Score -1133011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1133057.625000 Penalty: 4481.140625
	Iteration 31Q: 3 clusters Score -1133058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1133109.375000 Penalty: 4481.140625
	Iteration 32Q: 3 clusters Score -1133109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1133163.000000 Penalty: 4481.140625
	Iteration 33Q: 3 clusters Score -1133163 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1133210.875000 Penalty: 4481.140625
	Iteration 34Q: 3 clusters Score -1133211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1133247.125000 Penalty: 4481.140625
	Iteration 35Q: 3 clusters Score -1133247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1133277.250000 Penalty: 4481.140625
	Iteration 36Q: 3 clusters Score -1133277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1133312.375000 Penalty: 4481.140625
	Iteration 37Q: 3 clusters Score -1133312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1133344.625000 Penalty: 4481.140625
	Iteration 38Q: 3 clusters Score -1133345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1133361.000000 Penalty: 4481.140625
	Iteration 39Q: 3 clusters Score -1133361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1133382.000000 Penalty: 4481.140625
	Iteration 40F: 3 clusters Score -1133382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1133397.750000 Penalty: 4481.140625
	Iteration 41Q: 3 clusters Score -1133398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1133415.375000 Penalty: 4481.140625
	Iteration 42Q: 3 clusters Score -1133415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1133428.000000 Penalty: 4481.140625
	Iteration 43Q: 3 clusters Score -1133428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1133438.125000 Penalty: 4481.140625
	Iteration 44Q: 3 clusters Score -1133438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1133448.625000 Penalty: 4481.140625
	Iteration 45Q: 3 clusters Score -1133449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1133460.375000 Penalty: 4481.140625
	Iteration 46Q: 3 clusters Score -1133460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1133471.750000 Penalty: 4481.140625
	Iteration 47Q: 3 clusters Score -1133472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1133483.500000 Penalty: 4481.140625
	Iteration 48Q: 3 clusters Score -1133484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1133496.500000 Penalty: 4481.140625
	Iteration 49Q: 3 clusters Score -1133496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1133501.500000 Penalty: 4481.140625
	Iteration 50Q: 3 clusters Score -1133502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1133507.875000 Penalty: 4481.140625
	Iteration 51Q: 3 clusters Score -1133508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1133512.375000 Penalty: 4481.140625
	Iteration 52Q: 3 clusters Score -1133512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1133517.125000 Penalty: 4481.140625
	Iteration 53Q: 3 clusters Score -1133517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1133519.625000 Penalty: 4481.140625
	Iteration 54Q: 3 clusters Score -1133520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1133522.125000 Penalty: 4481.140625
	Iteration 55Q: 3 clusters Score -1133522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1133524.750000 Penalty: 4481.140625
	Iteration 56Q: 3 clusters Score -1133525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1133526.125000 Penalty: 4481.140625
	Iteration 57Q: 3 clusters Score -1133526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1133528.625000 Penalty: 4481.140625
	Iteration 58Q: 3 clusters Score -1133529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1133529.875000 Penalty: 4481.140625
	Iteration 59Q: 3 clusters Score -1133530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1133532.500000 Penalty: 4481.140625
	Iteration 60F: 3 clusters Score -1133532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1133534.750000 Penalty: 4481.140625
	Iteration 61Q: 3 clusters Score -1133535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1133536.750000 Penalty: 4481.140625
	Iteration 62Q: 3 clusters Score -1133537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1133539.250000 Penalty: 4481.140625
	Iteration 63Q: 3 clusters Score -1133539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1133541.500000 Penalty: 4481.140625
	Iteration 64Q: 3 clusters Score -1133542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1133544.375000 Penalty: 4481.140625
	Iteration 65Q: 3 clusters Score -1133544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1133546.125000 Penalty: 4481.140625
	Iteration 66Q: 3 clusters Score -1133546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1133550.625000 Penalty: 4481.140625
	Iteration 67Q: 3 clusters Score -1133551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1133555.250000 Penalty: 4481.140625
	Iteration 68Q: 3 clusters Score -1133555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1133555.250000 Penalty: 4481.140625
	Iteration 69Q: 3 clusters Score -1133555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1133556.000000 Penalty: 4481.140625
	Iteration 70Q: 3 clusters Score -1133556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1133557.125000 Penalty: 4481.140625
	Iteration 71Q: 3 clusters Score -1133557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1133558.500000 Penalty: 4481.140625
	Iteration 72Q: 3 clusters Score -1133558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1133561.375000 Penalty: 4481.140625
	Iteration 73Q: 3 clusters Score -1133561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1133562.125000 Penalty: 4481.140625
	Iteration 74Q: 3 clusters Score -1133562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1133561.500000 Penalty: 4481.140625
	Iteration 75Q: 3 clusters Score -1133562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1133564.250000 Penalty: 4481.140625
	Iteration 76Q: 3 clusters Score -1133564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1133564.375000 Penalty: 4481.140625
	Iteration 77Q: 3 clusters Score -1133564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1133569.000000 Penalty: 4481.140625
	Iteration 78Q: 3 clusters Score -1133569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1133571.250000 Penalty: 4481.140625
	Iteration 79Q: 3 clusters Score -1133571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1133573.000000 Penalty: 4481.140625
	Iteration 80F: 3 clusters Score -1133573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1133575.750000 Penalty: 4481.140625
	Iteration 81Q: 3 clusters Score -1133576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1133580.500000 Penalty: 4481.140625
	Iteration 82Q: 3 clusters Score -1133580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1133581.000000 Penalty: 4481.140625
	Iteration 83Q: 3 clusters Score -1133581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1133583.000000 Penalty: 4481.140625
	Iteration 84Q: 3 clusters Score -1133583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1133585.125000 Penalty: 4481.140625
	Iteration 85Q: 3 clusters Score -1133585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1133587.000000 Penalty: 4481.140625
	Iteration 86Q: 3 clusters Score -1133587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1133587.125000 Penalty: 4481.140625
	Iteration 87Q: 3 clusters Score -1133587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1133590.375000 Penalty: 4481.140625
	Iteration 88Q: 3 clusters Score -1133590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1133593.000000 Penalty: 4481.140625
	Iteration 89Q: 3 clusters Score -1133593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1133593.500000 Penalty: 4481.140625
	Iteration 90Q: 3 clusters Score -1133594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1133594.875000 Penalty: 4481.140625
	Iteration 91Q: 3 clusters Score -1133595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1133596.625000 Penalty: 4481.140625
	Iteration 92Q: 3 clusters Score -1133597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1133597.000000 Penalty: 4481.140625
	Iteration 93Q: 3 clusters Score -1133597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1133598.750000 Penalty: 4481.140625
	Iteration 94Q: 3 clusters Score -1133599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1133599.500000 Penalty: 4481.140625
	Iteration 95Q: 3 clusters Score -1133600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1133599.625000 Penalty: 4481.140625
	Iteration 96Q: 3 clusters Score -1133600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1133599.625000 Penalty: 4481.140625
	Iteration 97F: 3 clusters Score -1133600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -618547.000000 Penalty: 2104.403076
	Iteration 0F: 2 clusters Score -618547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -614153.500000 Penalty: 4208.806152
	Iteration 0F: 3 clusters Score -614153.5 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -615516.937500 Penalty: 4208.806152
	Iteration 1F: 3 clusters Score -615516.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -615914.875000 Penalty: 4208.806152
	Iteration 2F: 3 clusters Score -615914.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -616192.625000 Penalty: 4208.806152
	Iteration 3F: 3 clusters Score -616192.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -616389.875000 Penalty: 4208.806152
	Iteration 4F: 3 clusters Score -616389.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -616539.062500 Penalty: 4208.806152
	Iteration 5Q: 3 clusters Score -616539.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -616668.750000 Penalty: 4208.806152
	Iteration 6Q: 3 clusters Score -616668.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -616771.375000 Penalty: 4208.806152
	Iteration 7Q: 3 clusters Score -616771.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -616856.562500 Penalty: 4208.806152
	Iteration 8Q: 3 clusters Score -616856.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -616923.125000 Penalty: 4208.806152
	Iteration 9Q: 3 clusters Score -616923.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -616996.687500 Penalty: 4208.806152
	Iteration 10Q: 3 clusters Score -616996.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -617057.437500 Penalty: 4208.806152
	Iteration 11Q: 3 clusters Score -617057.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -617101.937500 Penalty: 4208.806152
	Iteration 12Q: 3 clusters Score -617101.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -617135.437500 Penalty: 4208.806152
	Iteration 13Q: 3 clusters Score -617135.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -617158.687500 Penalty: 4208.806152
	Iteration 14Q: 3 clusters Score -617158.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -617174.125000 Penalty: 4208.806152
	Iteration 15Q: 3 clusters Score -617174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -617184.687500 Penalty: 4208.806152
	Iteration 16Q: 3 clusters Score -617184.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -617199.250000 Penalty: 4208.806152
	Iteration 17Q: 3 clusters Score -617199.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -617207.437500 Penalty: 4208.806152
	Iteration 18Q: 3 clusters Score -617207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -617210.875000 Penalty: 4208.806152
	Iteration 19Q: 3 clusters Score -617210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -617215.250000 Penalty: 4208.806152
	Iteration 20F: 3 clusters Score -617215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -617219.375000 Penalty: 4208.806152
	Iteration 21Q: 3 clusters Score -617219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -617222.187500 Penalty: 4208.806152
	Iteration 22Q: 3 clusters Score -617222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -617224.562500 Penalty: 4208.806152
	Iteration 23Q: 3 clusters Score -617224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -617226.937500 Penalty: 4208.806152
	Iteration 24Q: 3 clusters Score -617226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -617231.312500 Penalty: 4208.806152
	Iteration 25Q: 3 clusters Score -617231.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -617235.875000 Penalty: 4208.806152
	Iteration 26Q: 3 clusters Score -617235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -617243.500000 Penalty: 4208.806152
	Iteration 27Q: 3 clusters Score -617243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -617245.812500 Penalty: 4208.806152
	Iteration 28Q: 3 clusters Score -617245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -617249.375000 Penalty: 4208.806152
	Iteration 29Q: 3 clusters Score -617249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -617251.625000 Penalty: 4208.806152
	Iteration 30Q: 3 clusters Score -617251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -617253.187500 Penalty: 4208.806152
	Iteration 31Q: 3 clusters Score -617253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -617254.625000 Penalty: 4208.806152
	Iteration 32Q: 3 clusters Score -617254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -617257.125000 Penalty: 4208.806152
	Iteration 33Q: 3 clusters Score -617257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -617258.687500 Penalty: 4208.806152
	Iteration 34Q: 3 clusters Score -617258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -617261.750000 Penalty: 4208.806152
	Iteration 35Q: 3 clusters Score -617261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -617262.687500 Penalty: 4208.806152
	Iteration 36Q: 3 clusters Score -617262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -617264.437500 Penalty: 4208.806152
	Iteration 37Q: 3 clusters Score -617264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -617264.687500 Penalty: 4208.806152
	Iteration 38Q: 3 clusters Score -617264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -617265.625000 Penalty: 4208.806152
	Iteration 39Q: 3 clusters Score -617265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -617267.937500 Penalty: 4208.806152
	Iteration 40F: 3 clusters Score -617267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -617270.687500 Penalty: 4208.806152
	Iteration 41Q: 3 clusters Score -617270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -617270.687500 Penalty: 4208.806152
	Iteration 42Q: 3 clusters Score -617270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -617272.062500 Penalty: 4208.806152
	Iteration 43Q: 3 clusters Score -617272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -617273.625000 Penalty: 4208.806152
	Iteration 44Q: 3 clusters Score -617273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -617276.562500 Penalty: 4208.806152
	Iteration 45Q: 3 clusters Score -617276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -617276.625000 Penalty: 4208.806152
	Iteration 46Q: 3 clusters Score -617276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -617280.062500 Penalty: 4208.806152
	Iteration 47Q: 3 clusters Score -617280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -617282.625000 Penalty: 4208.806152
	Iteration 48Q: 3 clusters Score -617282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -617283.625000 Penalty: 4208.806152
	Iteration 49Q: 3 clusters Score -617283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -617283.625000 Penalty: 4208.806152
	Iteration 50F: 3 clusters Score -617283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120249 members 
Entering Unmasked Estep 
Score: -16233745.000000 Penalty: 2900.935303
	Iteration 0F: 2 clusters Score -1.623374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -16153689.000000 Penalty: 5801.870605
	Iteration 0F: 3 clusters Score -1.615369e+07 nChanged 56921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -16186836.000000 Penalty: 5801.870605
	Iteration 1F: 3 clusters Score -1.618684e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -16188459.000000 Penalty: 5801.870605
	Iteration 2Q: 3 clusters Score -1.618846e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -16190759.000000 Penalty: 5801.870605
	Iteration 3Q: 3 clusters Score -1.619076e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -16194071.000000 Penalty: 5801.870605
	Iteration 4F: 3 clusters Score -1.619407e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -16199147.000000 Penalty: 5801.870605
	Iteration 5F: 3 clusters Score -1.619915e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -16206282.000000 Penalty: 5801.870605
	Iteration 6F: 3 clusters Score -1.620628e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -16214146.000000 Penalty: 5801.870605
	Iteration 7F: 3 clusters Score -1.621415e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -16220563.000000 Penalty: 5801.870605
	Iteration 8F: 3 clusters Score -1.622056e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -16224083.000000 Penalty: 5801.870605
	Iteration 9Q: 3 clusters Score -1.622408e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -16225756.000000 Penalty: 5801.870605
	Iteration 10Q: 3 clusters Score -1.622576e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -16226591.000000 Penalty: 5801.870605
	Iteration 11Q: 3 clusters Score -1.622659e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -16227250.000000 Penalty: 5801.870605
	Iteration 12Q: 3 clusters Score -1.622725e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109629 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -16227746.000000 Penalty: 5801.870605
	Iteration 13Q: 3 clusters Score -1.622775e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -16228235.000000 Penalty: 5801.870605
	Iteration 14Q: 3 clusters Score -1.622824e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -16228659.000000 Penalty: 5801.870605
	Iteration 15Q: 3 clusters Score -1.622866e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -16229035.000000 Penalty: 5801.870605
	Iteration 16Q: 3 clusters Score -1.622904e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -16229324.000000 Penalty: 5801.870605
	Iteration 17Q: 3 clusters Score -1.622932e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -16229561.000000 Penalty: 5801.870605
	Iteration 18Q: 3 clusters Score -1.622956e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -16229814.000000 Penalty: 5801.870605
	Iteration 19Q: 3 clusters Score -1.622981e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -16230029.000000 Penalty: 5801.870605
	Iteration 20F: 3 clusters Score -1.623003e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -16230197.000000 Penalty: 5801.870605
	Iteration 21Q: 3 clusters Score -1.62302e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -16230376.000000 Penalty: 5801.870605
	Iteration 22Q: 3 clusters Score -1.623038e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -16230545.000000 Penalty: 5801.870605
	Iteration 23Q: 3 clusters Score -1.623054e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -16230644.000000 Penalty: 5801.870605
	Iteration 24Q: 3 clusters Score -1.623064e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16230754.000000 Penalty: 5801.870605
	Iteration 25Q: 3 clusters Score -1.623075e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117488 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -16230894.000000 Penalty: 5801.870605
	Iteration 26Q: 3 clusters Score -1.623089e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117703 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16230981.000000 Penalty: 5801.870605
	Iteration 27Q: 3 clusters Score -1.623098e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117892 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -16231079.000000 Penalty: 5801.870605
	Iteration 28Q: 3 clusters Score -1.623108e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -16231127.000000 Penalty: 5801.870605
	Iteration 29Q: 3 clusters Score -1.623113e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -16231176.000000 Penalty: 5801.870605
	Iteration 30Q: 3 clusters Score -1.623118e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -16231233.000000 Penalty: 5801.870605
	Iteration 31Q: 3 clusters Score -1.623123e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16231252.000000 Penalty: 5801.870605
	Iteration 32Q: 3 clusters Score -1.623125e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16231275.000000 Penalty: 5801.870605
	Iteration 33Q: 3 clusters Score -1.623128e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16231269.000000 Penalty: 5801.870605
	Iteration 34Q: 3 clusters Score -1.623127e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16231290.000000 Penalty: 5801.870605
	Iteration 35Q: 3 clusters Score -1.623129e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118679 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16231332.000000 Penalty: 5801.870605
	Iteration 36Q: 3 clusters Score -1.623133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118738 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16231359.000000 Penalty: 5801.870605
	Iteration 37Q: 3 clusters Score -1.623136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16231356.000000 Penalty: 5801.870605
	Iteration 38Q: 3 clusters Score -1.623136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16231356.000000 Penalty: 5801.870605
	Iteration 39Q: 3 clusters Score -1.623136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -16231348.000000 Penalty: 5801.870605
	Iteration 40F: 3 clusters Score -1.623135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16231358.000000 Penalty: 5801.870605
	Iteration 41Q: 3 clusters Score -1.623136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16231374.000000 Penalty: 5801.870605
	Iteration 42Q: 3 clusters Score -1.623137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16231387.000000 Penalty: 5801.870605
	Iteration 43Q: 3 clusters Score -1.623139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16231397.000000 Penalty: 5801.870605
	Iteration 44Q: 3 clusters Score -1.62314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -16231423.000000 Penalty: 5801.870605
	Iteration 45Q: 3 clusters Score -1.623142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118975 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16231423.000000 Penalty: 5801.870605
	Iteration 46Q: 3 clusters Score -1.623142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16231434.000000 Penalty: 5801.870605
	Iteration 47Q: 3 clusters Score -1.623143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16231418.000000 Penalty: 5801.870605
	Iteration 48Q: 3 clusters Score -1.623142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16231424.000000 Penalty: 5801.870605
	Iteration 49Q: 3 clusters Score -1.623142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16231436.000000 Penalty: 5801.870605
	Iteration 50Q: 3 clusters Score -1.623144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16231422.000000 Penalty: 5801.870605
	Iteration 51Q: 3 clusters Score -1.623142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -16231429.000000 Penalty: 5801.870605
	Iteration 52Q: 3 clusters Score -1.623143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -16231434.000000 Penalty: 5801.870605
	Iteration 53Q: 3 clusters Score -1.623143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -16231441.000000 Penalty: 5801.870605
	Iteration 54Q: 3 clusters Score -1.623144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16231430.000000 Penalty: 5801.870605
	Iteration 55Q: 3 clusters Score -1.623143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16231436.000000 Penalty: 5801.870605
	Iteration 56Q: 3 clusters Score -1.623144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -16231445.000000 Penalty: 5801.870605
	Iteration 57Q: 3 clusters Score -1.623144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16231453.000000 Penalty: 5801.870605
	Iteration 58Q: 3 clusters Score -1.623145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16231447.000000 Penalty: 5801.870605
	Iteration 59Q: 3 clusters Score -1.623145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119057 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16231453.000000 Penalty: 5801.870605
	Iteration 60F: 3 clusters Score -1.623145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -16231451.000000 Penalty: 5801.870605
	Iteration 61Q: 3 clusters Score -1.623145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16231453.000000 Penalty: 5801.870605
	Iteration 62Q: 3 clusters Score -1.623145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16231453.000000 Penalty: 5801.870605
	Iteration 63F: 3 clusters Score -1.623145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 279 members 
Entering Unmasked Estep 
Score: -64042.378906 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64042.38 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64392.898438 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64392.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64553.812500 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64553.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64738.968750 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -64738.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65200.503906 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -65200.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65462.382812 Penalty: 3143.942627
	Iteration 5F: 3 clusters Score -65462.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65646.460938 Penalty: 3143.942627
	Iteration 6F: 3 clusters Score -65646.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65807.984375 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65807.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65974.382812 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65974.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66192.562500 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -66192.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66389.015625 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -66389.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66404.289062 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -66404.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66404.289062 Penalty: 3143.942627
	Iteration 12F: 3 clusters Score -66404.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 120249 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17336 members 
Mstep: Class 8 contains 155766 members 
Mstep: Class 9 contains 189583 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 175594 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162145 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 172339 members 
Mstep: Class 20 contains 157008 members 
Mstep: Class 21 contains 192 members 
Mstep: Class 22 contains 58888 members 
Entering Unmasked Estep 
Score: -180327696.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180329024.000000 to -180327696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -39502.882812 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -39502.88 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 186 members 
Entering Unmasked Estep 
Score: -38174.015625 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -38174.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38280.578125 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -38280.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38332.343750 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -38332.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38371.734375 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -38371.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38401.113281 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -38401.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38405.746094 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -38405.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38405.746094 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -38405.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Entering Unmasked Estep 
Score: -2175288.500000 Penalty: 2420.614258
	Iteration 0F: 2 clusters Score -2175288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2162900.000000 Penalty: 4841.228516
	Iteration 0F: 3 clusters Score -2162900 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2167079.250000 Penalty: 4841.228516
	Iteration 1F: 3 clusters Score -2167079 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2167717.750000 Penalty: 4841.228516
	Iteration 2F: 3 clusters Score -2167718 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2168533.250000 Penalty: 4841.228516
	Iteration 3F: 3 clusters Score -2168533 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2169511.750000 Penalty: 4841.228516
	Iteration 4F: 3 clusters Score -2169512 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2170514.750000 Penalty: 4841.228516
	Iteration 5F: 3 clusters Score -2170515 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2171505.250000 Penalty: 4841.228516
	Iteration 6F: 3 clusters Score -2171505 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2172413.500000 Penalty: 4841.228516
	Iteration 7F: 3 clusters Score -2172414 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2173110.750000 Penalty: 4841.228516
	Iteration 8F: 3 clusters Score -2173111 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2173506.000000 Penalty: 4841.228516
	Iteration 9Q: 3 clusters Score -2173506 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2173822.750000 Penalty: 4841.228516
	Iteration 10Q: 3 clusters Score -2173823 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2174088.500000 Penalty: 4841.228516
	Iteration 11Q: 3 clusters Score -2174088 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2174300.000000 Penalty: 4841.228516
	Iteration 12Q: 3 clusters Score -2174300 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2174457.750000 Penalty: 4841.228516
	Iteration 13Q: 3 clusters Score -2174458 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2174551.500000 Penalty: 4841.228516
	Iteration 14Q: 3 clusters Score -2174552 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2174634.000000 Penalty: 4841.228516
	Iteration 15Q: 3 clusters Score -2174634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2174696.000000 Penalty: 4841.228516
	Iteration 16Q: 3 clusters Score -2174696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2174746.750000 Penalty: 4841.228516
	Iteration 17Q: 3 clusters Score -2174747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2174782.000000 Penalty: 4841.228516
	Iteration 18Q: 3 clusters Score -2174782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2174798.000000 Penalty: 4841.228516
	Iteration 19Q: 3 clusters Score -2174798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2174812.750000 Penalty: 4841.228516
	Iteration 20F: 3 clusters Score -2174813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2174820.750000 Penalty: 4841.228516
	Iteration 21Q: 3 clusters Score -2174821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2174839.750000 Penalty: 4841.228516
	Iteration 22Q: 3 clusters Score -2174840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2174854.500000 Penalty: 4841.228516
	Iteration 23Q: 3 clusters Score -2174854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2174859.000000 Penalty: 4841.228516
	Iteration 24Q: 3 clusters Score -2174859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2174856.500000 Penalty: 4841.228516
	Iteration 25Q: 3 clusters Score -2174856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2174863.250000 Penalty: 4841.228516
	Iteration 26Q: 3 clusters Score -2174863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2174867.250000 Penalty: 4841.228516
	Iteration 27Q: 3 clusters Score -2174867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2174876.750000 Penalty: 4841.228516
	Iteration 28Q: 3 clusters Score -2174877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2174877.250000 Penalty: 4841.228516
	Iteration 29Q: 3 clusters Score -2174877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2174880.500000 Penalty: 4841.228516
	Iteration 30Q: 3 clusters Score -2174880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2174888.500000 Penalty: 4841.228516
	Iteration 31Q: 3 clusters Score -2174888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2174889.000000 Penalty: 4841.228516
	Iteration 32Q: 3 clusters Score -2174889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2174894.750000 Penalty: 4841.228516
	Iteration 33Q: 3 clusters Score -2174895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2174899.000000 Penalty: 4841.228516
	Iteration 34Q: 3 clusters Score -2174899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2174901.500000 Penalty: 4841.228516
	Iteration 35Q: 3 clusters Score -2174902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2174901.750000 Penalty: 4841.228516
	Iteration 36Q: 3 clusters Score -2174902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2174901.500000 Penalty: 4841.228516
	Iteration 37Q: 3 clusters Score -2174902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2174902.500000 Penalty: 4841.228516
	Iteration 38Q: 3 clusters Score -2174902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2174903.000000 Penalty: 4841.228516
	Iteration 39Q: 3 clusters Score -2174903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2174903.250000 Penalty: 4841.228516
	Iteration 40F: 3 clusters Score -2174903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2174905.000000 Penalty: 4841.228516
	Iteration 41Q: 3 clusters Score -2174905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2174909.000000 Penalty: 4841.228516
	Iteration 42Q: 3 clusters Score -2174909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2174910.250000 Penalty: 4841.228516
	Iteration 43Q: 3 clusters Score -2174910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2174909.250000 Penalty: 4841.228516
	Iteration 44Q: 3 clusters Score -2174909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2174916.250000 Penalty: 4841.228516
	Iteration 45Q: 3 clusters Score -2174916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2174915.250000 Penalty: 4841.228516
	Iteration 46Q: 3 clusters Score -2174915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2174915.750000 Penalty: 4841.228516
	Iteration 47Q: 3 clusters Score -2174916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2174916.000000 Penalty: 4841.228516
	Iteration 48Q: 3 clusters Score -2174916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2174915.750000 Penalty: 4841.228516
	Iteration 49Q: 3 clusters Score -2174916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2174914.750000 Penalty: 4841.228516
	Iteration 50Q: 3 clusters Score -2174915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2174914.750000 Penalty: 4841.228516
	Iteration 51F: 3 clusters Score -2174915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155766 members 
Entering Unmasked Estep 
Score: -20910590.000000 Penalty: 2965.115234
	Iteration 0F: 2 clusters Score -2.091059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -20809642.000000 Penalty: 5930.230469
	Iteration 0F: 3 clusters Score -2.080964e+07 nChanged 74371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -20853134.000000 Penalty: 5930.230469
	Iteration 1F: 3 clusters Score -2.085313e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -20854612.000000 Penalty: 5930.230469
	Iteration 2Q: 3 clusters Score -2.085461e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -20856638.000000 Penalty: 5930.230469
	Iteration 3Q: 3 clusters Score -2.085664e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -20859766.000000 Penalty: 5930.230469
	Iteration 4Q: 3 clusters Score -2.085977e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -20865078.000000 Penalty: 5930.230469
	Iteration 5F: 3 clusters Score -2.086508e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -20872878.000000 Penalty: 5930.230469
	Iteration 6F: 3 clusters Score -2.087288e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 113466 members 
Entering Unmasked Estep 
Score: -20881866.000000 Penalty: 5930.230469
	Iteration 7F: 3 clusters Score -2.088187e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -20889224.000000 Penalty: 5930.230469
	Iteration 8F: 3 clusters Score -2.088922e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -20894200.000000 Penalty: 5930.230469
	Iteration 9Q: 3 clusters Score -2.08942e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -20897244.000000 Penalty: 5930.230469
	Iteration 10Q: 3 clusters Score -2.089724e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -20899082.000000 Penalty: 5930.230469
	Iteration 11Q: 3 clusters Score -2.089908e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 132568 members 
Entering Unmasked Estep 
Score: -20900408.000000 Penalty: 5930.230469
	Iteration 12Q: 3 clusters Score -2.090041e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 134907 members 
Entering Unmasked Estep 
Score: -20901412.000000 Penalty: 5930.230469
	Iteration 13Q: 3 clusters Score -2.090141e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -20902340.000000 Penalty: 5930.230469
	Iteration 14Q: 3 clusters Score -2.090234e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 139054 members 
Entering Unmasked Estep 
Score: -20903036.000000 Penalty: 5930.230469
	Iteration 15Q: 3 clusters Score -2.090304e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 140786 members 
Entering Unmasked Estep 
Score: -20903872.000000 Penalty: 5930.230469
	Iteration 16Q: 3 clusters Score -2.090387e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 142369 members 
Entering Unmasked Estep 
Score: -20904378.000000 Penalty: 5930.230469
	Iteration 17Q: 3 clusters Score -2.090438e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -20904884.000000 Penalty: 5930.230469
	Iteration 18Q: 3 clusters Score -2.090488e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -20905424.000000 Penalty: 5930.230469
	Iteration 19Q: 3 clusters Score -2.090542e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 146078 members 
Entering Unmasked Estep 
Score: -20905922.000000 Penalty: 5930.230469
	Iteration 20F: 3 clusters Score -2.090592e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -20906276.000000 Penalty: 5930.230469
	Iteration 21Q: 3 clusters Score -2.090628e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -20906528.000000 Penalty: 5930.230469
	Iteration 22Q: 3 clusters Score -2.090653e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 148519 members 
Entering Unmasked Estep 
Score: -20906814.000000 Penalty: 5930.230469
	Iteration 23Q: 3 clusters Score -2.090681e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -20907000.000000 Penalty: 5930.230469
	Iteration 24Q: 3 clusters Score -2.0907e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 149602 members 
Entering Unmasked Estep 
Score: -20907148.000000 Penalty: 5930.230469
	Iteration 25Q: 3 clusters Score -2.090715e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -20907248.000000 Penalty: 5930.230469
	Iteration 26Q: 3 clusters Score -2.090725e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 150390 members 
Entering Unmasked Estep 
Score: -20907338.000000 Penalty: 5930.230469
	Iteration 27Q: 3 clusters Score -2.090734e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -20907374.000000 Penalty: 5930.230469
	Iteration 28Q: 3 clusters Score -2.090737e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -20907468.000000 Penalty: 5930.230469
	Iteration 29Q: 3 clusters Score -2.090747e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -20907506.000000 Penalty: 5930.230469
	Iteration 30Q: 3 clusters Score -2.090751e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20907584.000000 Penalty: 5930.230469
	Iteration 31Q: 3 clusters Score -2.090758e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -20907636.000000 Penalty: 5930.230469
	Iteration 32Q: 3 clusters Score -2.090764e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -20907692.000000 Penalty: 5930.230469
	Iteration 33Q: 3 clusters Score -2.090769e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -20907762.000000 Penalty: 5930.230469
	Iteration 34Q: 3 clusters Score -2.090776e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -20907750.000000 Penalty: 5930.230469
	Iteration 35Q: 3 clusters Score -2.090775e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 152187 members 
Entering Unmasked Estep 
Score: -20907854.000000 Penalty: 5930.230469
	Iteration 36Q: 3 clusters Score -2.090785e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -20907886.000000 Penalty: 5930.230469
	Iteration 37Q: 3 clusters Score -2.090789e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -20907896.000000 Penalty: 5930.230469
	Iteration 38Q: 3 clusters Score -2.09079e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -20907930.000000 Penalty: 5930.230469
	Iteration 39Q: 3 clusters Score -2.090793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -20907974.000000 Penalty: 5930.230469
	Iteration 40F: 3 clusters Score -2.090797e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -20908002.000000 Penalty: 5930.230469
	Iteration 41Q: 3 clusters Score -2.0908e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 152702 members 
Entering Unmasked Estep 
Score: -20908036.000000 Penalty: 5930.230469
	Iteration 42Q: 3 clusters Score -2.090804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 152766 members 
Entering Unmasked Estep 
Score: -20908058.000000 Penalty: 5930.230469
	Iteration 43Q: 3 clusters Score -2.090806e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -20908058.000000 Penalty: 5930.230469
	Iteration 44Q: 3 clusters Score -2.090806e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -20908078.000000 Penalty: 5930.230469
	Iteration 45Q: 3 clusters Score -2.090808e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -20908090.000000 Penalty: 5930.230469
	Iteration 46Q: 3 clusters Score -2.090809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -20908080.000000 Penalty: 5930.230469
	Iteration 47Q: 3 clusters Score -2.090808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -20908116.000000 Penalty: 5930.230469
	Iteration 48Q: 3 clusters Score -2.090812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -20908152.000000 Penalty: 5930.230469
	Iteration 49Q: 3 clusters Score -2.090815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -20908150.000000 Penalty: 5930.230469
	Iteration 50Q: 3 clusters Score -2.090815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 153074 members 
Entering Unmasked Estep 
Score: -20908152.000000 Penalty: 5930.230469
	Iteration 51Q: 3 clusters Score -2.090815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -20908186.000000 Penalty: 5930.230469
	Iteration 52Q: 3 clusters Score -2.090819e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -20908188.000000 Penalty: 5930.230469
	Iteration 53Q: 3 clusters Score -2.090819e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -20908202.000000 Penalty: 5930.230469
	Iteration 54Q: 3 clusters Score -2.09082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -20908218.000000 Penalty: 5930.230469
	Iteration 55Q: 3 clusters Score -2.090822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -20908194.000000 Penalty: 5930.230469
	Iteration 56Q: 3 clusters Score -2.090819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 153229 members 
Entering Unmasked Estep 
Score: -20908206.000000 Penalty: 5930.230469
	Iteration 57Q: 3 clusters Score -2.090821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -20908222.000000 Penalty: 5930.230469
	Iteration 58Q: 3 clusters Score -2.090822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -20908210.000000 Penalty: 5930.230469
	Iteration 59Q: 3 clusters Score -2.090821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 153264 members 
Entering Unmasked Estep 
Score: -20908234.000000 Penalty: 5930.230469
	Iteration 60F: 3 clusters Score -2.090823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 153272 members 
Entering Unmasked Estep 
Score: -20908218.000000 Penalty: 5930.230469
	Iteration 61Q: 3 clusters Score -2.090822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 153279 members 
Entering Unmasked Estep 
Score: -20908208.000000 Penalty: 5930.230469
	Iteration 62Q: 3 clusters Score -2.090821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 153289 members 
Entering Unmasked Estep 
Score: -20908218.000000 Penalty: 5930.230469
	Iteration 63Q: 3 clusters Score -2.090822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 153301 members 
Entering Unmasked Estep 
Score: -20908232.000000 Penalty: 5930.230469
	Iteration 64Q: 3 clusters Score -2.090823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -20908214.000000 Penalty: 5930.230469
	Iteration 65Q: 3 clusters Score -2.090821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -20908210.000000 Penalty: 5930.230469
	Iteration 66Q: 3 clusters Score -2.090821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -20908216.000000 Penalty: 5930.230469
	Iteration 67Q: 3 clusters Score -2.090822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -20908216.000000 Penalty: 5930.230469
	Iteration 68F: 3 clusters Score -2.090822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189583 members 
Entering Unmasked Estep 
Score: -25600406.000000 Penalty: 3013.840332
	Iteration 0F: 2 clusters Score -2.560041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -25489992.000000 Penalty: 6027.680664
	Iteration 0F: 3 clusters Score -2.548999e+07 nChanged 91082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -25543346.000000 Penalty: 6027.680664
	Iteration 1F: 3 clusters Score -2.554335e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -25544736.000000 Penalty: 6027.680664
	Iteration 2Q: 3 clusters Score -2.554474e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -25546334.000000 Penalty: 6027.680664
	Iteration 3Q: 3 clusters Score -2.554633e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -25549180.000000 Penalty: 6027.680664
	Iteration 4Q: 3 clusters Score -2.554918e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118126 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -25553528.000000 Penalty: 6027.680664
	Iteration 5F: 3 clusters Score -2.555353e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -25560854.000000 Penalty: 6027.680664
	Iteration 6F: 3 clusters Score -2.556085e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -25571020.000000 Penalty: 6027.680664
	Iteration 7F: 3 clusters Score -2.557102e+07 nChanged 14941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -25582208.000000 Penalty: 6027.680664
	Iteration 8F: 3 clusters Score -2.558221e+07 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -25589818.000000 Penalty: 6027.680664
	Iteration 9F: 3 clusters Score -2.558982e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179218 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -25594688.000000 Penalty: 6027.680664
	Iteration 10Q: 3 clusters Score -2.559469e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184369 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -25596486.000000 Penalty: 6027.680664
	Iteration 11Q: 3 clusters Score -2.559649e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186901 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -25597384.000000 Penalty: 6027.680664
	Iteration 12Q: 3 clusters Score -2.559738e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -25597620.000000 Penalty: 6027.680664
	Iteration 13Q: 3 clusters Score -2.559762e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188567 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -25597706.000000 Penalty: 6027.680664
	Iteration 14Q: 3 clusters Score -2.559771e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188835 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -25597878.000000 Penalty: 6027.680664
	Iteration 15Q: 3 clusters Score -2.559788e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188974 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25597906.000000 Penalty: 6027.680664
	Iteration 16Q: 3 clusters Score -2.559791e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189041 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -25597980.000000 Penalty: 6027.680664
	Iteration 17Q: 3 clusters Score -2.559798e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189082 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25598024.000000 Penalty: 6027.680664
	Iteration 18Q: 3 clusters Score -2.559802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -25598054.000000 Penalty: 6027.680664
	Iteration 19Q: 3 clusters Score -2.559805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -25598084.000000 Penalty: 6027.680664
	Iteration 20F: 3 clusters Score -2.559808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25598104.000000 Penalty: 6027.680664
	Iteration 21Q: 3 clusters Score -2.55981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -25598122.000000 Penalty: 6027.680664
	Iteration 22Q: 3 clusters Score -2.559812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189150 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -25598126.000000 Penalty: 6027.680664
	Iteration 23Q: 3 clusters Score -2.559813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -25598124.000000 Penalty: 6027.680664
	Iteration 24Q: 3 clusters Score -2.559812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -25598134.000000 Penalty: 6027.680664
	Iteration 25Q: 3 clusters Score -2.559813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189152 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -25598132.000000 Penalty: 6027.680664
	Iteration 26Q: 3 clusters Score -2.559813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25598136.000000 Penalty: 6027.680664
	Iteration 27Q: 3 clusters Score -2.559814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25598150.000000 Penalty: 6027.680664
	Iteration 28Q: 3 clusters Score -2.559815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -25598152.000000 Penalty: 6027.680664
	Iteration 29Q: 3 clusters Score -2.559815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -25598150.000000 Penalty: 6027.680664
	Iteration 30Q: 3 clusters Score -2.559815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -25598152.000000 Penalty: 6027.680664
	Iteration 31Q: 3 clusters Score -2.559815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -25598164.000000 Penalty: 6027.680664
	Iteration 32Q: 3 clusters Score -2.559816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25598160.000000 Penalty: 6027.680664
	Iteration 33Q: 3 clusters Score -2.559816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25598150.000000 Penalty: 6027.680664
	Iteration 34Q: 3 clusters Score -2.559815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -25598152.000000 Penalty: 6027.680664
	Iteration 35Q: 3 clusters Score -2.559815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25598164.000000 Penalty: 6027.680664
	Iteration 36Q: 3 clusters Score -2.559816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25598164.000000 Penalty: 6027.680664
	Iteration 37F: 3 clusters Score -2.559816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Entering Unmasked Estep 
Score: -5782693.000000 Penalty: 2643.612305
	Iteration 0F: 2 clusters Score -5782693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5753820.500000 Penalty: 5287.224609
	Iteration 0F: 3 clusters Score -5753820 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5764699.500000 Penalty: 5287.224609
	Iteration 1F: 3 clusters Score -5764700 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5765219.000000 Penalty: 5287.224609
	Iteration 2Q: 3 clusters Score -5765219 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5765765.000000 Penalty: 5287.224609
	Iteration 3Q: 3 clusters Score -5765765 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5766365.500000 Penalty: 5287.224609
	Iteration 4Q: 3 clusters Score -5766366 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5767010.500000 Penalty: 5287.224609
	Iteration 5Q: 3 clusters Score -5767010 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5767747.000000 Penalty: 5287.224609
	Iteration 6Q: 3 clusters Score -5767747 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5768568.500000 Penalty: 5287.224609
	Iteration 7Q: 3 clusters Score -5768568 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5769674.000000 Penalty: 5287.224609
	Iteration 8Q: 3 clusters Score -5769674 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5771022.000000 Penalty: 5287.224609
	Iteration 9F: 3 clusters Score -5771022 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5772655.000000 Penalty: 5287.224609
	Iteration 10F: 3 clusters Score -5772655 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5774512.500000 Penalty: 5287.224609
	Iteration 11F: 3 clusters Score -5774512 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5776493.000000 Penalty: 5287.224609
	Iteration 12F: 3 clusters Score -5776493 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5778171.500000 Penalty: 5287.224609
	Iteration 13Q: 3 clusters Score -5778172 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5779489.500000 Penalty: 5287.224609
	Iteration 14Q: 3 clusters Score -5779490 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5780272.500000 Penalty: 5287.224609
	Iteration 15Q: 3 clusters Score -5780272 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5780682.500000 Penalty: 5287.224609
	Iteration 16Q: 3 clusters Score -5780682 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5780947.000000 Penalty: 5287.224609
	Iteration 17Q: 3 clusters Score -5780947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5781053.000000 Penalty: 5287.224609
	Iteration 18Q: 3 clusters Score -5781053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5781103.500000 Penalty: 5287.224609
	Iteration 19Q: 3 clusters Score -5781104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5781117.000000 Penalty: 5287.224609
	Iteration 20F: 3 clusters Score -5781117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5781136.000000 Penalty: 5287.224609
	Iteration 21Q: 3 clusters Score -5781136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5781157.500000 Penalty: 5287.224609
	Iteration 22Q: 3 clusters Score -5781158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5781170.000000 Penalty: 5287.224609
	Iteration 23Q: 3 clusters Score -5781170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5781178.500000 Penalty: 5287.224609
	Iteration 24Q: 3 clusters Score -5781178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5781182.500000 Penalty: 5287.224609
	Iteration 25Q: 3 clusters Score -5781182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5781175.500000 Penalty: 5287.224609
	Iteration 26Q: 3 clusters Score -5781176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5781175.000000 Penalty: 5287.224609
	Iteration 27Q: 3 clusters Score -5781175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5781185.000000 Penalty: 5287.224609
	Iteration 28Q: 3 clusters Score -5781185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5781181.000000 Penalty: 5287.224609
	Iteration 29Q: 3 clusters Score -5781181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5781186.500000 Penalty: 5287.224609
	Iteration 30Q: 3 clusters Score -5781186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5781186.000000 Penalty: 5287.224609
	Iteration 31Q: 3 clusters Score -5781186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5781181.000000 Penalty: 5287.224609
	Iteration 32Q: 3 clusters Score -5781181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5781186.000000 Penalty: 5287.224609
	Iteration 33Q: 3 clusters Score -5781186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5781186.000000 Penalty: 5287.224609
	Iteration 34F: 3 clusters Score -5781186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (175594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Entering Unmasked Estep 
Score: -23689212.000000 Penalty: 2994.830566
	Iteration 0F: 2 clusters Score -2.368921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -23575564.000000 Penalty: 5989.661133
	Iteration 0F: 3 clusters Score -2.357556e+07 nChanged 84339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -23625444.000000 Penalty: 5989.661133
	Iteration 1F: 3 clusters Score -2.362544e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -23626916.000000 Penalty: 5989.661133
	Iteration 2Q: 3 clusters Score -2.362692e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -23628906.000000 Penalty: 5989.661133
	Iteration 3Q: 3 clusters Score -2.362891e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -23631608.000000 Penalty: 5989.661133
	Iteration 4Q: 3 clusters Score -2.363161e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -23635292.000000 Penalty: 5989.661133
	Iteration 5Q: 3 clusters Score -2.363529e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -23641250.000000 Penalty: 5989.661133
	Iteration 6F: 3 clusters Score -2.364125e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -23649558.000000 Penalty: 5989.661133
	Iteration 7F: 3 clusters Score -2.364956e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -23657886.000000 Penalty: 5989.661133
	Iteration 8F: 3 clusters Score -2.365789e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -23663066.000000 Penalty: 5989.661133
	Iteration 9F: 3 clusters Score -2.366307e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -23665036.000000 Penalty: 5989.661133
	Iteration 10Q: 3 clusters Score -2.366504e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 110399 members 
Entering Unmasked Estep 
Score: -23666118.000000 Penalty: 5989.661133
	Iteration 11Q: 3 clusters Score -2.366612e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 112166 members 
Entering Unmasked Estep 
Score: -23666920.000000 Penalty: 5989.661133
	Iteration 12Q: 3 clusters Score -2.366692e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 114022 members 
Entering Unmasked Estep 
Score: -23667468.000000 Penalty: 5989.661133
	Iteration 13Q: 3 clusters Score -2.366747e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -23668172.000000 Penalty: 5989.661133
	Iteration 14Q: 3 clusters Score -2.366817e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -23668944.000000 Penalty: 5989.661133
	Iteration 15Q: 3 clusters Score -2.366894e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -23669704.000000 Penalty: 5989.661133
	Iteration 16Q: 3 clusters Score -2.36697e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -23670672.000000 Penalty: 5989.661133
	Iteration 17Q: 3 clusters Score -2.367067e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -23671562.000000 Penalty: 5989.661133
	Iteration 18Q: 3 clusters Score -2.367156e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -23672506.000000 Penalty: 5989.661133
	Iteration 19Q: 3 clusters Score -2.367251e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 130071 members 
Entering Unmasked Estep 
Score: -23673456.000000 Penalty: 5989.661133
	Iteration 20F: 3 clusters Score -2.367346e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -23674382.000000 Penalty: 5989.661133
	Iteration 21Q: 3 clusters Score -2.367438e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -23675390.000000 Penalty: 5989.661133
	Iteration 22Q: 3 clusters Score -2.367539e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 138136 members 
Entering Unmasked Estep 
Score: -23676566.000000 Penalty: 5989.661133
	Iteration 23Q: 3 clusters Score -2.367657e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -23677596.000000 Penalty: 5989.661133
	Iteration 24Q: 3 clusters Score -2.36776e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 143918 members 
Entering Unmasked Estep 
Score: -23678746.000000 Penalty: 5989.661133
	Iteration 25Q: 3 clusters Score -2.367875e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -23679752.000000 Penalty: 5989.661133
	Iteration 26Q: 3 clusters Score -2.367975e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 149558 members 
Entering Unmasked Estep 
Score: -23680722.000000 Penalty: 5989.661133
	Iteration 27Q: 3 clusters Score -2.368072e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -23681758.000000 Penalty: 5989.661133
	Iteration 28Q: 3 clusters Score -2.368176e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -23682586.000000 Penalty: 5989.661133
	Iteration 29Q: 3 clusters Score -2.368259e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -23683440.000000 Penalty: 5989.661133
	Iteration 30Q: 3 clusters Score -2.368344e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -23684138.000000 Penalty: 5989.661133
	Iteration 31Q: 3 clusters Score -2.368414e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -23684710.000000 Penalty: 5989.661133
	Iteration 32Q: 3 clusters Score -2.368471e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -23685164.000000 Penalty: 5989.661133
	Iteration 33Q: 3 clusters Score -2.368516e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -23685614.000000 Penalty: 5989.661133
	Iteration 34Q: 3 clusters Score -2.368561e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 165692 members 
Entering Unmasked Estep 
Score: -23685934.000000 Penalty: 5989.661133
	Iteration 35Q: 3 clusters Score -2.368593e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -23686358.000000 Penalty: 5989.661133
	Iteration 36Q: 3 clusters Score -2.368636e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 167816 members 
Entering Unmasked Estep 
Score: -23686520.000000 Penalty: 5989.661133
	Iteration 37Q: 3 clusters Score -2.368652e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 168621 members 
Entering Unmasked Estep 
Score: -23686772.000000 Penalty: 5989.661133
	Iteration 38Q: 3 clusters Score -2.368677e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -23686932.000000 Penalty: 5989.661133
	Iteration 39Q: 3 clusters Score -2.368693e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -23687148.000000 Penalty: 5989.661133
	Iteration 40F: 3 clusters Score -2.368715e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -23687204.000000 Penalty: 5989.661133
	Iteration 41Q: 3 clusters Score -2.36872e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -23687274.000000 Penalty: 5989.661133
	Iteration 42Q: 3 clusters Score -2.368727e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -23687284.000000 Penalty: 5989.661133
	Iteration 43Q: 3 clusters Score -2.368728e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -23687326.000000 Penalty: 5989.661133
	Iteration 44Q: 3 clusters Score -2.368733e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -23687332.000000 Penalty: 5989.661133
	Iteration 45Q: 3 clusters Score -2.368733e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 172392 members 
Entering Unmasked Estep 
Score: -23687326.000000 Penalty: 5989.661133
	Iteration 46Q: 3 clusters Score -2.368733e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 172600 members 
Entering Unmasked Estep 
Score: -23687326.000000 Penalty: 5989.661133
	Iteration 47Q: 3 clusters Score -2.368733e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 172771 members 
Entering Unmasked Estep 
Score: -23687304.000000 Penalty: 5989.661133
	Iteration 48Q: 3 clusters Score -2.36873e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -23687262.000000 Penalty: 5989.661133
	Iteration 49Q: 3 clusters Score -2.368726e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 173055 members 
Entering Unmasked Estep 
Score: -23687234.000000 Penalty: 5989.661133
	Iteration 50Q: 3 clusters Score -2.368723e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 173187 members 
Entering Unmasked Estep 
Score: -23687244.000000 Penalty: 5989.661133
	Iteration 51Q: 3 clusters Score -2.368724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -23687208.000000 Penalty: 5989.661133
	Iteration 52Q: 3 clusters Score -2.368721e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -23687236.000000 Penalty: 5989.661133
	Iteration 53Q: 3 clusters Score -2.368724e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 173509 members 
Entering Unmasked Estep 
Score: -23687258.000000 Penalty: 5989.661133
	Iteration 54Q: 3 clusters Score -2.368726e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 173594 members 
Entering Unmasked Estep 
Score: -23687268.000000 Penalty: 5989.661133
	Iteration 55Q: 3 clusters Score -2.368727e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -23687284.000000 Penalty: 5989.661133
	Iteration 56Q: 3 clusters Score -2.368728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 173720 members 
Entering Unmasked Estep 
Score: -23687266.000000 Penalty: 5989.661133
	Iteration 57Q: 3 clusters Score -2.368727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -23687260.000000 Penalty: 5989.661133
	Iteration 58Q: 3 clusters Score -2.368726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 173805 members 
Entering Unmasked Estep 
Score: -23687254.000000 Penalty: 5989.661133
	Iteration 59Q: 3 clusters Score -2.368725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -23687274.000000 Penalty: 5989.661133
	Iteration 60F: 3 clusters Score -2.368727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 173862 members 
Entering Unmasked Estep 
Score: -23687272.000000 Penalty: 5989.661133
	Iteration 61Q: 3 clusters Score -2.368727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -23687280.000000 Penalty: 5989.661133
	Iteration 62Q: 3 clusters Score -2.368728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -23687272.000000 Penalty: 5989.661133
	Iteration 63Q: 3 clusters Score -2.368727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -23687262.000000 Penalty: 5989.661133
	Iteration 64Q: 3 clusters Score -2.368726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -23687254.000000 Penalty: 5989.661133
	Iteration 65Q: 3 clusters Score -2.368725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -23687266.000000 Penalty: 5989.661133
	Iteration 66Q: 3 clusters Score -2.368727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -23687270.000000 Penalty: 5989.661133
	Iteration 67Q: 3 clusters Score -2.368727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -23687274.000000 Penalty: 5989.661133
	Iteration 68Q: 3 clusters Score -2.368727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -23687278.000000 Penalty: 5989.661133
	Iteration 69Q: 3 clusters Score -2.368728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 174012 members 
Entering Unmasked Estep 
Score: -23687264.000000 Penalty: 5989.661133
	Iteration 70Q: 3 clusters Score -2.368726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -23687264.000000 Penalty: 5989.661133
	Iteration 71Q: 3 clusters Score -2.368726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -23687258.000000 Penalty: 5989.661133
	Iteration 72Q: 3 clusters Score -2.368726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -23687276.000000 Penalty: 5989.661133
	Iteration 73Q: 3 clusters Score -2.368728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -23687276.000000 Penalty: 5989.661133
	Iteration 74Q: 3 clusters Score -2.368728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -23687272.000000 Penalty: 5989.661133
	Iteration 75Q: 3 clusters Score -2.368727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -23687272.000000 Penalty: 5989.661133
	Iteration 76F: 3 clusters Score -2.368727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 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 144 members 
Entering Unmasked Estep 
Score: -27083.816406 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27083.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27282.000000 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27351.119141 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27351.12 nChanged 5
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: -27382.785156 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27382.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27409.818359 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27409.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27412.976562 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27412.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27412.976562 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -27412.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -339822.812500 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -339822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -336873.656250 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -336873.7 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -337470.406250 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -337470.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -337606.312500 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -337606.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337670.687500 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -337670.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337707.062500 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -337707.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -337728.125000 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -337728.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -337745.875000 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -337745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337754.937500 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -337754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337763.500000 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -337763.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337774.312500 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -337774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -337780.437500 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -337780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -337787.437500 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -337787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -337792.968750 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -337793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -337797.593750 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -337797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -337800.250000 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -337800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -337801.437500 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -337801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -337801.906250 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -337801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -337803.156250 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -337803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -337804.375000 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -337804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -337805.093750 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -337805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -337805.437500 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -337805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -181113.562500 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -181113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178876.953125 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -178877 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179426.937500 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -179426.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179731.718750 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -179731.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179903.093750 Penalty: 3613.611328
	Iteration 3F: 3 clusters Score -179903.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -179998.875000 Penalty: 3613.611328
	Iteration 4Q: 3 clusters Score -179998.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -180075.750000 Penalty: 3613.611328
	Iteration 5Q: 3 clusters Score -180075.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180143.000000 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -180143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -180228.953125 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -180229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -180292.593750 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -180292.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -180359.078125 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -180359.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -180411.687500 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -180411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180432.343750 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -180432.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -180454.437500 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -180454.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -180475.578125 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -180475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180483.515625 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -180483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -180492.968750 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -180493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180496.953125 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -180497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180498.828125 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -180498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180503.625000 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -180503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -180508.500000 Penalty: 3613.611328
	Iteration 19Q: 3 clusters Score -180508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -180508.968750 Penalty: 3613.611328
	Iteration 20F: 3 clusters Score -180509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Entering Unmasked Estep 
Score: -21693106.000000 Penalty: 2975.069092
	Iteration 0F: 2 clusters Score -2.169311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -21588192.000000 Penalty: 5950.138184
	Iteration 0F: 3 clusters Score -2.158819e+07 nChanged 77876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -21632964.000000 Penalty: 5950.138184
	Iteration 1F: 3 clusters Score -2.163296e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -21633748.000000 Penalty: 5950.138184
	Iteration 2Q: 3 clusters Score -2.163375e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -21634844.000000 Penalty: 5950.138184
	Iteration 3Q: 3 clusters Score -2.163484e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -21636540.000000 Penalty: 5950.138184
	Iteration 4Q: 3 clusters Score -2.163654e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -21638600.000000 Penalty: 5950.138184
	Iteration 5Q: 3 clusters Score -2.16386e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -21641792.000000 Penalty: 5950.138184
	Iteration 6Q: 3 clusters Score -2.164179e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -21647190.000000 Penalty: 5950.138184
	Iteration 7F: 3 clusters Score -2.164719e+07 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -21655222.000000 Penalty: 5950.138184
	Iteration 8F: 3 clusters Score -2.165522e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -21664782.000000 Penalty: 5950.138184
	Iteration 9F: 3 clusters Score -2.166478e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -21673766.000000 Penalty: 5950.138184
	Iteration 10F: 3 clusters Score -2.167377e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -21680768.000000 Penalty: 5950.138184
	Iteration 11F: 3 clusters Score -2.168077e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151147 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -21685194.000000 Penalty: 5950.138184
	Iteration 12Q: 3 clusters Score -2.168519e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -21687610.000000 Penalty: 5950.138184
	Iteration 13Q: 3 clusters Score -2.168761e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -21688904.000000 Penalty: 5950.138184
	Iteration 14Q: 3 clusters Score -2.16889e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158344 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -21689610.000000 Penalty: 5950.138184
	Iteration 15Q: 3 clusters Score -2.168961e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21689972.000000 Penalty: 5950.138184
	Iteration 16Q: 3 clusters Score -2.168997e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21690252.000000 Penalty: 5950.138184
	Iteration 17Q: 3 clusters Score -2.169025e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21690384.000000 Penalty: 5950.138184
	Iteration 18Q: 3 clusters Score -2.169038e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21690544.000000 Penalty: 5950.138184
	Iteration 19Q: 3 clusters Score -2.169054e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160643 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21690630.000000 Penalty: 5950.138184
	Iteration 20F: 3 clusters Score -2.169063e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21690676.000000 Penalty: 5950.138184
	Iteration 21Q: 3 clusters Score -2.169068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160885 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21690710.000000 Penalty: 5950.138184
	Iteration 22Q: 3 clusters Score -2.169071e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -21690764.000000 Penalty: 5950.138184
	Iteration 23Q: 3 clusters Score -2.169076e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21690736.000000 Penalty: 5950.138184
	Iteration 24Q: 3 clusters Score -2.169074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21690754.000000 Penalty: 5950.138184
	Iteration 25Q: 3 clusters Score -2.169075e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21690770.000000 Penalty: 5950.138184
	Iteration 26Q: 3 clusters Score -2.169077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161141 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21690792.000000 Penalty: 5950.138184
	Iteration 27Q: 3 clusters Score -2.169079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21690812.000000 Penalty: 5950.138184
	Iteration 28Q: 3 clusters Score -2.169081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21690832.000000 Penalty: 5950.138184
	Iteration 29Q: 3 clusters Score -2.169083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21690814.000000 Penalty: 5950.138184
	Iteration 30Q: 3 clusters Score -2.169081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21690810.000000 Penalty: 5950.138184
	Iteration 31Q: 3 clusters Score -2.169081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -21690814.000000 Penalty: 5950.138184
	Iteration 32Q: 3 clusters Score -2.169081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161272 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21690824.000000 Penalty: 5950.138184
	Iteration 33Q: 3 clusters Score -2.169082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21690826.000000 Penalty: 5950.138184
	Iteration 34Q: 3 clusters Score -2.169083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21690808.000000 Penalty: 5950.138184
	Iteration 35Q: 3 clusters Score -2.169081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161323 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21690804.000000 Penalty: 5950.138184
	Iteration 36Q: 3 clusters Score -2.16908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21690826.000000 Penalty: 5950.138184
	Iteration 37Q: 3 clusters Score -2.169083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161347 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -21690808.000000 Penalty: 5950.138184
	Iteration 38Q: 3 clusters Score -2.169081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21690810.000000 Penalty: 5950.138184
	Iteration 39Q: 3 clusters Score -2.169081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21690832.000000 Penalty: 5950.138184
	Iteration 40F: 3 clusters Score -2.169083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21690832.000000 Penalty: 5950.138184
	Iteration 41Q: 3 clusters Score -2.169083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21690826.000000 Penalty: 5950.138184
	Iteration 42Q: 3 clusters Score -2.169083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21690830.000000 Penalty: 5950.138184
	Iteration 43Q: 3 clusters Score -2.169083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21690830.000000 Penalty: 5950.138184
	Iteration 44Q: 3 clusters Score -2.169083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21690820.000000 Penalty: 5950.138184
	Iteration 45Q: 3 clusters Score -2.169082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21690826.000000 Penalty: 5950.138184
	Iteration 46Q: 3 clusters Score -2.169083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21690846.000000 Penalty: 5950.138184
	Iteration 47Q: 3 clusters Score -2.169085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21690822.000000 Penalty: 5950.138184
	Iteration 48Q: 3 clusters Score -2.169082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21690824.000000 Penalty: 5950.138184
	Iteration 49Q: 3 clusters Score -2.169082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21690830.000000 Penalty: 5950.138184
	Iteration 50Q: 3 clusters Score -2.169083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21690826.000000 Penalty: 5950.138184
	Iteration 51Q: 3 clusters Score -2.169083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21690824.000000 Penalty: 5950.138184
	Iteration 52Q: 3 clusters Score -2.169082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21690828.000000 Penalty: 5950.138184
	Iteration 53Q: 3 clusters Score -2.169083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21690832.000000 Penalty: 5950.138184
	Iteration 54Q: 3 clusters Score -2.169083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21690832.000000 Penalty: 5950.138184
	Iteration 55F: 3 clusters Score -2.169083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 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 404 members 
Entering Unmasked Estep 
Score: -92136.062500 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92136.06 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92483.500000 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92483.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92640.601562 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92640.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92791.882812 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -92791.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92955.875000 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -92955.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93186.867188 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -93186.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93360.718750 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -93360.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93523.218750 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -93523.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93727.742188 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -93727.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94046.289062 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -94046.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94489.695312 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -94489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94794.445312 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -94794.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94859.515625 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -94859.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95187.390625 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -95187.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95422.882812 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -95422.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95422.882812 Penalty: 3304.913818
	Iteration 15F: 3 clusters Score -95422.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 120249 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17336 members 
Mstep: Class 8 contains 155766 members 
Mstep: Class 9 contains 189583 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 175594 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162145 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 172339 members 
Mstep: Class 20 contains 157008 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 58888 members 
Entering Unmasked Estep 
Score: -180328384.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180329024.000000 to -180328384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -395217.968750 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -395218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -391872.875000 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -391872.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -392502.468750 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -392502.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -392662.406250 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -392662.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -392752.906250 Penalty: 3986.300781
	Iteration 3Q: 3 clusters Score -392752.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -392815.593750 Penalty: 3986.300781
	Iteration 4Q: 3 clusters Score -392815.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -392854.312500 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -392854.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -392890.718750 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -392890.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -392921.500000 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -392921.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -392956.000000 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -392956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -392985.406250 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -392985.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -392996.500000 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -392996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -393005.687500 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -393005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -393014.812500 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -393014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -393022.343750 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -393022.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -393028.718750 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -393028.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -393035.375000 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -393035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -393041.406250 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -393041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -393048.906250 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -393048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -393054.250000 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -393054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -393058.812500 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -393058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -393063.468750 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -393063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -393067.843750 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -393067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -393075.031250 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -393075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -393081.562500 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -393081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -393085.843750 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -393085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -393090.406250 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -393090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -393093.281250 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -393093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -393095.562500 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -393095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -393097.250000 Penalty: 3986.300781
	Iteration 28Q: 3 clusters Score -393097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -393097.781250 Penalty: 3986.300781
	Iteration 29Q: 3 clusters Score -393097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -393100.156250 Penalty: 3986.300781
	Iteration 30Q: 3 clusters Score -393100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -393101.250000 Penalty: 3986.300781
	Iteration 31Q: 3 clusters Score -393101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -393101.437500 Penalty: 3986.300781
	Iteration 32Q: 3 clusters Score -393101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -393101.343750 Penalty: 3986.300781
	Iteration 33Q: 3 clusters Score -393101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -393101.343750 Penalty: 3986.300781
	Iteration 34F: 3 clusters Score -393101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Entering Unmasked Estep 
Score: -4632307.000000 Penalty: 2588.941162
	Iteration 0F: 2 clusters Score -4632307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4609051.000000 Penalty: 5177.882324
	Iteration 0F: 3 clusters Score -4609051 nChanged 15466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4617324.000000 Penalty: 5177.882324
	Iteration 1F: 3 clusters Score -4617324 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4617714.000000 Penalty: 5177.882324
	Iteration 2Q: 3 clusters Score -4617714 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4618036.500000 Penalty: 5177.882324
	Iteration 3Q: 3 clusters Score -4618036 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4618293.500000 Penalty: 5177.882324
	Iteration 4Q: 3 clusters Score -4618294 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4618509.000000 Penalty: 5177.882324
	Iteration 5Q: 3 clusters Score -4618509 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -4618718.500000 Penalty: 5177.882324
	Iteration 6Q: 3 clusters Score -4618718 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4618906.500000 Penalty: 5177.882324
	Iteration 7Q: 3 clusters Score -4618906 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4619127.000000 Penalty: 5177.882324
	Iteration 8Q: 3 clusters Score -4619127 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4619408.500000 Penalty: 5177.882324
	Iteration 9Q: 3 clusters Score -4619408 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4619842.500000 Penalty: 5177.882324
	Iteration 10Q: 3 clusters Score -4619842 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4620479.000000 Penalty: 5177.882324
	Iteration 11Q: 3 clusters Score -4620479 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4621494.000000 Penalty: 5177.882324
	Iteration 12F: 3 clusters Score -4621494 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4622999.500000 Penalty: 5177.882324
	Iteration 13F: 3 clusters Score -4623000 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4624843.000000 Penalty: 5177.882324
	Iteration 14F: 3 clusters Score -4624843 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4626709.000000 Penalty: 5177.882324
	Iteration 15F: 3 clusters Score -4626709 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4628070.000000 Penalty: 5177.882324
	Iteration 16Q: 3 clusters Score -4628070 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4628928.500000 Penalty: 5177.882324
	Iteration 17Q: 3 clusters Score -4628928 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4629435.500000 Penalty: 5177.882324
	Iteration 18Q: 3 clusters Score -4629436 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4629722.500000 Penalty: 5177.882324
	Iteration 19Q: 3 clusters Score -4629722 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4629887.000000 Penalty: 5177.882324
	Iteration 20F: 3 clusters Score -4629887 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4629999.500000 Penalty: 5177.882324
	Iteration 21Q: 3 clusters Score -4630000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4630078.500000 Penalty: 5177.882324
	Iteration 22Q: 3 clusters Score -4630078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4630140.500000 Penalty: 5177.882324
	Iteration 23Q: 3 clusters Score -4630140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4630181.500000 Penalty: 5177.882324
	Iteration 24Q: 3 clusters Score -4630182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4630216.500000 Penalty: 5177.882324
	Iteration 25Q: 3 clusters Score -4630216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4630237.000000 Penalty: 5177.882324
	Iteration 26Q: 3 clusters Score -4630237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4630257.500000 Penalty: 5177.882324
	Iteration 27Q: 3 clusters Score -4630258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4630263.000000 Penalty: 5177.882324
	Iteration 28Q: 3 clusters Score -4630263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4630284.500000 Penalty: 5177.882324
	Iteration 29Q: 3 clusters Score -4630284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4630290.500000 Penalty: 5177.882324
	Iteration 30Q: 3 clusters Score -4630290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4630297.000000 Penalty: 5177.882324
	Iteration 31Q: 3 clusters Score -4630297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4630300.000000 Penalty: 5177.882324
	Iteration 32Q: 3 clusters Score -4630300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4630313.500000 Penalty: 5177.882324
	Iteration 33Q: 3 clusters Score -4630314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4630314.500000 Penalty: 5177.882324
	Iteration 34Q: 3 clusters Score -4630314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4630318.000000 Penalty: 5177.882324
	Iteration 35Q: 3 clusters Score -4630318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4630327.500000 Penalty: 5177.882324
	Iteration 36Q: 3 clusters Score -4630328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4630327.000000 Penalty: 5177.882324
	Iteration 37Q: 3 clusters Score -4630327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4630339.500000 Penalty: 5177.882324
	Iteration 38Q: 3 clusters Score -4630340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4630338.500000 Penalty: 5177.882324
	Iteration 39Q: 3 clusters Score -4630338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4630349.000000 Penalty: 5177.882324
	Iteration 40F: 3 clusters Score -4630349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4630353.000000 Penalty: 5177.882324
	Iteration 41Q: 3 clusters Score -4630353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4630340.500000 Penalty: 5177.882324
	Iteration 42Q: 3 clusters Score -4630340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4630346.500000 Penalty: 5177.882324
	Iteration 43Q: 3 clusters Score -4630346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4630349.000000 Penalty: 5177.882324
	Iteration 44Q: 3 clusters Score -4630349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4630348.500000 Penalty: 5177.882324
	Iteration 45Q: 3 clusters Score -4630348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4630350.500000 Penalty: 5177.882324
	Iteration 46Q: 3 clusters Score -4630350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4630349.000000 Penalty: 5177.882324
	Iteration 47Q: 3 clusters Score -4630349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4630353.000000 Penalty: 5177.882324
	Iteration 48Q: 3 clusters Score -4630353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4630353.000000 Penalty: 5177.882324
	Iteration 49F: 3 clusters Score -4630353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172339 members 
Entering Unmasked Estep 
Score: -23255320.000000 Penalty: 2990.190186
	Iteration 0F: 2 clusters Score -2.325532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -23144402.000000 Penalty: 5980.380371
	Iteration 0F: 3 clusters Score -2.31444e+07 nChanged 82223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -23192622.000000 Penalty: 5980.380371
	Iteration 1F: 3 clusters Score -2.319262e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -23193938.000000 Penalty: 5980.380371
	Iteration 2Q: 3 clusters Score -2.319394e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -23195632.000000 Penalty: 5980.380371
	Iteration 3Q: 3 clusters Score -2.319563e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -23198670.000000 Penalty: 5980.380371
	Iteration 4Q: 3 clusters Score -2.319867e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -23202782.000000 Penalty: 5980.380371
	Iteration 5Q: 3 clusters Score -2.320278e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -23208638.000000 Penalty: 5980.380371
	Iteration 6F: 3 clusters Score -2.320864e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -23216388.000000 Penalty: 5980.380371
	Iteration 7F: 3 clusters Score -2.321639e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -23224502.000000 Penalty: 5980.380371
	Iteration 8F: 3 clusters Score -2.32245e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
Score: -23230858.000000 Penalty: 5980.380371
	Iteration 9F: 3 clusters Score -2.323086e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -23234308.000000 Penalty: 5980.380371
	Iteration 10Q: 3 clusters Score -2.323431e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -23236022.000000 Penalty: 5980.380371
	Iteration 11Q: 3 clusters Score -2.323602e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -23237308.000000 Penalty: 5980.380371
	Iteration 12Q: 3 clusters Score -2.323731e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -23238594.000000 Penalty: 5980.380371
	Iteration 13Q: 3 clusters Score -2.323859e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -23239862.000000 Penalty: 5980.380371
	Iteration 14Q: 3 clusters Score -2.323986e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 133507 members 
Entering Unmasked Estep 
Score: -23241200.000000 Penalty: 5980.380371
	Iteration 15Q: 3 clusters Score -2.32412e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -23242668.000000 Penalty: 5980.380371
	Iteration 16Q: 3 clusters Score -2.324267e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -23243884.000000 Penalty: 5980.380371
	Iteration 17Q: 3 clusters Score -2.324388e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -23244678.000000 Penalty: 5980.380371
	Iteration 18Q: 3 clusters Score -2.324468e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -23245388.000000 Penalty: 5980.380371
	Iteration 19Q: 3 clusters Score -2.324539e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -23246158.000000 Penalty: 5980.380371
	Iteration 20F: 3 clusters Score -2.324616e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -23246696.000000 Penalty: 5980.380371
	Iteration 21Q: 3 clusters Score -2.32467e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -23247084.000000 Penalty: 5980.380371
	Iteration 22Q: 3 clusters Score -2.324708e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -23247466.000000 Penalty: 5980.380371
	Iteration 23Q: 3 clusters Score -2.324747e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -23247728.000000 Penalty: 5980.380371
	Iteration 24Q: 3 clusters Score -2.324773e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -23248022.000000 Penalty: 5980.380371
	Iteration 25Q: 3 clusters Score -2.324802e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -23248324.000000 Penalty: 5980.380371
	Iteration 26Q: 3 clusters Score -2.324832e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -23248564.000000 Penalty: 5980.380371
	Iteration 27Q: 3 clusters Score -2.324856e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -23248814.000000 Penalty: 5980.380371
	Iteration 28Q: 3 clusters Score -2.324881e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 156022 members 
Entering Unmasked Estep 
Score: -23248952.000000 Penalty: 5980.380371
	Iteration 29Q: 3 clusters Score -2.324895e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 157023 members 
Entering Unmasked Estep 
Score: -23249210.000000 Penalty: 5980.380371
	Iteration 30Q: 3 clusters Score -2.324921e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -23249388.000000 Penalty: 5980.380371
	Iteration 31Q: 3 clusters Score -2.324939e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -23249590.000000 Penalty: 5980.380371
	Iteration 32Q: 3 clusters Score -2.324959e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -23249734.000000 Penalty: 5980.380371
	Iteration 33Q: 3 clusters Score -2.324973e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -23249940.000000 Penalty: 5980.380371
	Iteration 34Q: 3 clusters Score -2.324994e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -23250142.000000 Penalty: 5980.380371
	Iteration 35Q: 3 clusters Score -2.325014e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -23250344.000000 Penalty: 5980.380371
	Iteration 36Q: 3 clusters Score -2.325034e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -23250488.000000 Penalty: 5980.380371
	Iteration 37Q: 3 clusters Score -2.325049e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 163887 members 
Entering Unmasked Estep 
Score: -23250770.000000 Penalty: 5980.380371
	Iteration 38Q: 3 clusters Score -2.325077e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -23251016.000000 Penalty: 5980.380371
	Iteration 39Q: 3 clusters Score -2.325102e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -23251164.000000 Penalty: 5980.380371
	Iteration 40F: 3 clusters Score -2.325116e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -23251306.000000 Penalty: 5980.380371
	Iteration 41Q: 3 clusters Score -2.325131e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -23251434.000000 Penalty: 5980.380371
	Iteration 42Q: 3 clusters Score -2.325143e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 166809 members 
Entering Unmasked Estep 
Score: -23251522.000000 Penalty: 5980.380371
	Iteration 43Q: 3 clusters Score -2.325152e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -23251598.000000 Penalty: 5980.380371
	Iteration 44Q: 3 clusters Score -2.32516e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -23251740.000000 Penalty: 5980.380371
	Iteration 45Q: 3 clusters Score -2.325174e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -23251824.000000 Penalty: 5980.380371
	Iteration 46Q: 3 clusters Score -2.325182e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -23251958.000000 Penalty: 5980.380371
	Iteration 47Q: 3 clusters Score -2.325196e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -23252052.000000 Penalty: 5980.380371
	Iteration 48Q: 3 clusters Score -2.325205e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -23252140.000000 Penalty: 5980.380371
	Iteration 49Q: 3 clusters Score -2.325214e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 169091 members 
Entering Unmasked Estep 
Score: -23252228.000000 Penalty: 5980.380371
	Iteration 50Q: 3 clusters Score -2.325223e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -23252246.000000 Penalty: 5980.380371
	Iteration 51Q: 3 clusters Score -2.325225e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 169477 members 
Entering Unmasked Estep 
Score: -23252330.000000 Penalty: 5980.380371
	Iteration 52Q: 3 clusters Score -2.325233e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -23252424.000000 Penalty: 5980.380371
	Iteration 53Q: 3 clusters Score -2.325242e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -23252478.000000 Penalty: 5980.380371
	Iteration 54Q: 3 clusters Score -2.325248e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -23252456.000000 Penalty: 5980.380371
	Iteration 55Q: 3 clusters Score -2.325246e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 170096 members 
Entering Unmasked Estep 
Score: -23252530.000000 Penalty: 5980.380371
	Iteration 56Q: 3 clusters Score -2.325253e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -23252526.000000 Penalty: 5980.380371
	Iteration 57Q: 3 clusters Score -2.325253e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 170287 members 
Entering Unmasked Estep 
Score: -23252522.000000 Penalty: 5980.380371
	Iteration 58Q: 3 clusters Score -2.325252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -23252574.000000 Penalty: 5980.380371
	Iteration 59Q: 3 clusters Score -2.325257e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -23252588.000000 Penalty: 5980.380371
	Iteration 60F: 3 clusters Score -2.325259e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 170490 members 
Entering Unmasked Estep 
Score: -23252612.000000 Penalty: 5980.380371
	Iteration 61Q: 3 clusters Score -2.325261e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -23252676.000000 Penalty: 5980.380371
	Iteration 62Q: 3 clusters Score -2.325268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -23252682.000000 Penalty: 5980.380371
	Iteration 63Q: 3 clusters Score -2.325268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 170633 members 
Entering Unmasked Estep 
Score: -23252690.000000 Penalty: 5980.380371
	Iteration 64Q: 3 clusters Score -2.325269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -23252686.000000 Penalty: 5980.380371
	Iteration 65Q: 3 clusters Score -2.325269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -23252724.000000 Penalty: 5980.380371
	Iteration 66Q: 3 clusters Score -2.325272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 170730 members 
Entering Unmasked Estep 
Score: -23252742.000000 Penalty: 5980.380371
	Iteration 67Q: 3 clusters Score -2.325274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 170764 members 
Entering Unmasked Estep 
Score: -23252748.000000 Penalty: 5980.380371
	Iteration 68Q: 3 clusters Score -2.325275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -23252756.000000 Penalty: 5980.380371
	Iteration 69Q: 3 clusters Score -2.325276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -23252746.000000 Penalty: 5980.380371
	Iteration 70Q: 3 clusters Score -2.325275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -23252770.000000 Penalty: 5980.380371
	Iteration 71Q: 3 clusters Score -2.325277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -23252764.000000 Penalty: 5980.380371
	Iteration 72Q: 3 clusters Score -2.325276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -23252792.000000 Penalty: 5980.380371
	Iteration 73Q: 3 clusters Score -2.325279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -23252788.000000 Penalty: 5980.380371
	Iteration 74Q: 3 clusters Score -2.325279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -23252798.000000 Penalty: 5980.380371
	Iteration 75Q: 3 clusters Score -2.32528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 170892 members 
Entering Unmasked Estep 
Score: -23252810.000000 Penalty: 5980.380371
	Iteration 76Q: 3 clusters Score -2.325281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -23252812.000000 Penalty: 5980.380371
	Iteration 77Q: 3 clusters Score -2.325281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 170906 members 
Entering Unmasked Estep 
Score: -23252812.000000 Penalty: 5980.380371
	Iteration 78Q: 3 clusters Score -2.325281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -23252784.000000 Penalty: 5980.380371
	Iteration 79Q: 3 clusters Score -2.325278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -23252780.000000 Penalty: 5980.380371
	Iteration 80F: 3 clusters Score -2.325278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 170918 members 
Entering Unmasked Estep 
Score: -23252790.000000 Penalty: 5980.380371
	Iteration 81Q: 3 clusters Score -2.325279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 170921 members 
Entering Unmasked Estep 
Score: -23252794.000000 Penalty: 5980.380371
	Iteration 82Q: 3 clusters Score -2.325279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -23252804.000000 Penalty: 5980.380371
	Iteration 83Q: 3 clusters Score -2.32528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -23252798.000000 Penalty: 5980.380371
	Iteration 84Q: 3 clusters Score -2.32528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 170933 members 
Entering Unmasked Estep 
Score: -23252804.000000 Penalty: 5980.380371
	Iteration 85Q: 3 clusters Score -2.32528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -23252818.000000 Penalty: 5980.380371
	Iteration 86Q: 3 clusters Score -2.325282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -23252812.000000 Penalty: 5980.380371
	Iteration 87Q: 3 clusters Score -2.325281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -23252812.000000 Penalty: 5980.380371
	Iteration 88F: 3 clusters Score -2.325281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Entering Unmasked Estep 
Score: -21057756.000000 Penalty: 2967.084961
	Iteration 0F: 2 clusters Score -2.105776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -20955872.000000 Penalty: 5934.169922
	Iteration 0F: 3 clusters Score -2.095587e+07 nChanged 75252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -20998836.000000 Penalty: 5934.169922
	Iteration 1F: 3 clusters Score -2.099884e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -20999822.000000 Penalty: 5934.169922
	Iteration 2Q: 3 clusters Score -2.099982e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -21001204.000000 Penalty: 5934.169922
	Iteration 3Q: 3 clusters Score -2.10012e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -21003520.000000 Penalty: 5934.169922
	Iteration 4Q: 3 clusters Score -2.100352e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -21007532.000000 Penalty: 5934.169922
	Iteration 5F: 3 clusters Score -2.100753e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -21015360.000000 Penalty: 5934.169922
	Iteration 6F: 3 clusters Score -2.101536e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -21027432.000000 Penalty: 5934.169922
	Iteration 7F: 3 clusters Score -2.102743e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -21041584.000000 Penalty: 5934.169922
	Iteration 8F: 3 clusters Score -2.104158e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -21050110.000000 Penalty: 5934.169922
	Iteration 9F: 3 clusters Score -2.105011e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -21053640.000000 Penalty: 5934.169922
	Iteration 10Q: 3 clusters Score -2.105364e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -21054602.000000 Penalty: 5934.169922
	Iteration 11Q: 3 clusters Score -2.10546e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156668 members 
Entering Unmasked Estep 
Score: -21054898.000000 Penalty: 5934.169922
	Iteration 12Q: 3 clusters Score -2.10549e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -21055040.000000 Penalty: 5934.169922
	Iteration 13Q: 3 clusters Score -2.105504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156762 members 
Entering Unmasked Estep 
Score: -21055106.000000 Penalty: 5934.169922
	Iteration 14Q: 3 clusters Score -2.105511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -21055128.000000 Penalty: 5934.169922
	Iteration 15Q: 3 clusters Score -2.105513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156782 members 
Entering Unmasked Estep 
Score: -21055136.000000 Penalty: 5934.169922
	Iteration 16Q: 3 clusters Score -2.105514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 156785 members 
Entering Unmasked Estep 
Score: -21055128.000000 Penalty: 5934.169922
	Iteration 17Q: 3 clusters Score -2.105513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -21055148.000000 Penalty: 5934.169922
	Iteration 18Q: 3 clusters Score -2.105515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -21055148.000000 Penalty: 5934.169922
	Iteration 19Q: 3 clusters Score -2.105515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21055138.000000 Penalty: 5934.169922
	Iteration 20F: 3 clusters Score -2.105514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Entering Unmasked Estep 
Score: -7993370.000000 Penalty: 2723.881348
	Iteration 0F: 2 clusters Score -7993370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7953823.500000 Penalty: 5447.762695
	Iteration 0F: 3 clusters Score -7953824 nChanged 27434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -7969144.000000 Penalty: 5447.762695
	Iteration 1F: 3 clusters Score -7969144 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7969967.500000 Penalty: 5447.762695
	Iteration 2Q: 3 clusters Score -7969968 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -7971039.000000 Penalty: 5447.762695
	Iteration 3Q: 3 clusters Score -7971039 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -7972618.500000 Penalty: 5447.762695
	Iteration 4F: 3 clusters Score -7972618 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -7975278.500000 Penalty: 5447.762695
	Iteration 5F: 3 clusters Score -7975278 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -7979039.000000 Penalty: 5447.762695
	Iteration 6F: 3 clusters Score -7979039 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -7983251.000000 Penalty: 5447.762695
	Iteration 7F: 3 clusters Score -7983251 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -7986670.500000 Penalty: 5447.762695
	Iteration 8F: 3 clusters Score -7986670 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -7988722.500000 Penalty: 5447.762695
	Iteration 9Q: 3 clusters Score -7988722 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7989685.000000 Penalty: 5447.762695
	Iteration 10Q: 3 clusters Score -7989685 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -7990121.500000 Penalty: 5447.762695
	Iteration 11Q: 3 clusters Score -7990122 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7990365.500000 Penalty: 5447.762695
	Iteration 12Q: 3 clusters Score -7990366 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7990525.000000 Penalty: 5447.762695
	Iteration 13Q: 3 clusters Score -7990525 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7990673.500000 Penalty: 5447.762695
	Iteration 14Q: 3 clusters Score -7990674 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7990826.000000 Penalty: 5447.762695
	Iteration 15Q: 3 clusters Score -7990826 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7990930.500000 Penalty: 5447.762695
	Iteration 16Q: 3 clusters Score -7990930 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7991005.000000 Penalty: 5447.762695
	Iteration 17Q: 3 clusters Score -7991005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7991050.500000 Penalty: 5447.762695
	Iteration 18Q: 3 clusters Score -7991050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7991092.500000 Penalty: 5447.762695
	Iteration 19Q: 3 clusters Score -7991092 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7991157.500000 Penalty: 5447.762695
	Iteration 20F: 3 clusters Score -7991158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7991202.000000 Penalty: 5447.762695
	Iteration 21Q: 3 clusters Score -7991202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7991244.500000 Penalty: 5447.762695
	Iteration 22Q: 3 clusters Score -7991244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7991287.500000 Penalty: 5447.762695
	Iteration 23Q: 3 clusters Score -7991288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7991335.000000 Penalty: 5447.762695
	Iteration 24Q: 3 clusters Score -7991335 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7991370.500000 Penalty: 5447.762695
	Iteration 25Q: 3 clusters Score -7991370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7991383.500000 Penalty: 5447.762695
	Iteration 26Q: 3 clusters Score -7991384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7991405.000000 Penalty: 5447.762695
	Iteration 27Q: 3 clusters Score -7991405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7991414.500000 Penalty: 5447.762695
	Iteration 28Q: 3 clusters Score -7991414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7991424.500000 Penalty: 5447.762695
	Iteration 29Q: 3 clusters Score -7991424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7991435.000000 Penalty: 5447.762695
	Iteration 30Q: 3 clusters Score -7991435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7991456.500000 Penalty: 5447.762695
	Iteration 31Q: 3 clusters Score -7991456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7991459.000000 Penalty: 5447.762695
	Iteration 32Q: 3 clusters Score -7991459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7991472.500000 Penalty: 5447.762695
	Iteration 33Q: 3 clusters Score -7991472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7991472.000000 Penalty: 5447.762695
	Iteration 34Q: 3 clusters Score -7991472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7991478.000000 Penalty: 5447.762695
	Iteration 35Q: 3 clusters Score -7991478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7991486.500000 Penalty: 5447.762695
	Iteration 36Q: 3 clusters Score -7991486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7991491.500000 Penalty: 5447.762695
	Iteration 37Q: 3 clusters Score -7991492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7991501.500000 Penalty: 5447.762695
	Iteration 38Q: 3 clusters Score -7991502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7991501.500000 Penalty: 5447.762695
	Iteration 39Q: 3 clusters Score -7991502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7991497.500000 Penalty: 5447.762695
	Iteration 40F: 3 clusters Score -7991498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7991500.500000 Penalty: 5447.762695
	Iteration 41Q: 3 clusters Score -7991500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7991501.500000 Penalty: 5447.762695
	Iteration 42Q: 3 clusters Score -7991502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7991503.500000 Penalty: 5447.762695
	Iteration 43Q: 3 clusters Score -7991504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7991503.000000 Penalty: 5447.762695
	Iteration 44Q: 3 clusters Score -7991503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7991504.500000 Penalty: 5447.762695
	Iteration 45Q: 3 clusters Score -7991504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7991500.500000 Penalty: 5447.762695
	Iteration 46Q: 3 clusters Score -7991500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7991501.000000 Penalty: 5447.762695
	Iteration 47Q: 3 clusters Score -7991501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7991502.500000 Penalty: 5447.762695
	Iteration 48Q: 3 clusters Score -7991502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7991503.500000 Penalty: 5447.762695
	Iteration 49Q: 3 clusters Score -7991504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7991504.500000 Penalty: 5447.762695
	Iteration 50Q: 3 clusters Score -7991504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7991503.500000 Penalty: 5447.762695
	Iteration 51Q: 3 clusters Score -7991504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7991501.500000 Penalty: 5447.762695
	Iteration 52Q: 3 clusters Score -7991502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7991515.500000 Penalty: 5447.762695
	Iteration 53Q: 3 clusters Score -7991516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7991512.000000 Penalty: 5447.762695
	Iteration 54Q: 3 clusters Score -7991512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7991512.500000 Penalty: 5447.762695
	Iteration 55Q: 3 clusters Score -7991512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7991509.500000 Penalty: 5447.762695
	Iteration 56Q: 3 clusters Score -7991510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7991507.500000 Penalty: 5447.762695
	Iteration 57Q: 3 clusters Score -7991508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7991514.000000 Penalty: 5447.762695
	Iteration 58Q: 3 clusters Score -7991514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7991507.500000 Penalty: 5447.762695
	Iteration 59Q: 3 clusters Score -7991508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7991517.000000 Penalty: 5447.762695
	Iteration 60F: 3 clusters Score -7991517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7991521.500000 Penalty: 5447.762695
	Iteration 61Q: 3 clusters Score -7991522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7991517.500000 Penalty: 5447.762695
	Iteration 62Q: 3 clusters Score -7991518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7991524.500000 Penalty: 5447.762695
	Iteration 63Q: 3 clusters Score -7991524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7991524.000000 Penalty: 5447.762695
	Iteration 64Q: 3 clusters Score -7991524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7991521.500000 Penalty: 5447.762695
	Iteration 65Q: 3 clusters Score -7991522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7991519.500000 Penalty: 5447.762695
	Iteration 66Q: 3 clusters Score -7991520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7991522.500000 Penalty: 5447.762695
	Iteration 67Q: 3 clusters Score -7991522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7991520.000000 Penalty: 5447.762695
	Iteration 68Q: 3 clusters Score -7991520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7991522.500000 Penalty: 5447.762695
	Iteration 69Q: 3 clusters Score -7991522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7991527.000000 Penalty: 5447.762695
	Iteration 70Q: 3 clusters Score -7991527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7991526.000000 Penalty: 5447.762695
	Iteration 71Q: 3 clusters Score -7991526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7991531.000000 Penalty: 5447.762695
	Iteration 72Q: 3 clusters Score -7991531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7991526.500000 Penalty: 5447.762695
	Iteration 73Q: 3 clusters Score -7991526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7991526.500000 Penalty: 5447.762695
	Iteration 74Q: 3 clusters Score -7991526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7991533.000000 Penalty: 5447.762695
	Iteration 75Q: 3 clusters Score -7991533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7991533.000000 Penalty: 5447.762695
	Iteration 76F: 3 clusters Score -7991533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 120249 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17336 members 
Mstep: Class 8 contains 155766 members 
Mstep: Class 9 contains 189583 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 175594 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162145 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 34176 members 
Mstep: Class 19 contains 172339 members 
Mstep: Class 20 contains 157008 members 
Mstep: Class 22 contains 58888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328736.000000 Penalty: 73593.648438
Iteration 319Q: 22 clusters Score -1.803287e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17342 members 
Mstep: Class 8 contains 155980 members 
Mstep: Class 9 contains 189587 members 
Mstep: Class 10 contains 42631 members 
Mstep: Class 11 contains 175507 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162130 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 34207 members 
Mstep: Class 19 contains 172279 members 
Mstep: Class 20 contains 156725 members 
Mstep: Class 22 contains 58958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328688.000000 Penalty: 73593.648438
Iteration 320F: 22 clusters Score -1.803287e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 8507 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 120396 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17342 members 
Mstep: Class 8 contains 156126 members 
Mstep: Class 9 contains 189594 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 11 contains 175418 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162123 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 172225 members 
Mstep: Class 20 contains 156478 members 
Mstep: Class 22 contains 59025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328800.000000 Penalty: 73593.648438
Iteration 321Q: 22 clusters Score -1.803288e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 4894 members 
Mstep: Class 4 contains 120496 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17344 members 
Mstep: Class 8 contains 156282 members 
Mstep: Class 9 contains 189593 members 
Mstep: Class 10 contains 42707 members 
Mstep: Class 11 contains 175348 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162142 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 34270 members 
Mstep: Class 19 contains 172098 members 
Mstep: Class 20 contains 156243 members 
Mstep: Class 22 contains 59093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328928.000000 Penalty: 73593.648438
Iteration 322Q: 22 clusters Score -1.803289e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 120614 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17351 members 
Mstep: Class 8 contains 156484 members 
Mstep: Class 9 contains 189577 members 
Mstep: Class 10 contains 42741 members 
Mstep: Class 11 contains 175278 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162182 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 34295 members 
Mstep: Class 19 contains 171983 members 
Mstep: Class 20 contains 155989 members 
Mstep: Class 22 contains 59142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328656.000000 Penalty: 73593.648438
Iteration 323Q: 22 clusters Score -1.803287e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 120733 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 156721 members 
Mstep: Class 9 contains 189593 members 
Mstep: Class 10 contains 42773 members 
Mstep: Class 11 contains 175175 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 162176 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 34297 members 
Mstep: Class 19 contains 171904 members 
Mstep: Class 20 contains 155690 members 
Mstep: Class 22 contains 59217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328960.000000 Penalty: 73593.648438
Iteration 324Q: 22 clusters Score -1.80329e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 120859 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17357 members 
Mstep: Class 8 contains 156963 members 
Mstep: Class 9 contains 189572 members 
Mstep: Class 10 contains 42816 members 
Mstep: Class 11 contains 175039 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162183 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 34324 members 
Mstep: Class 19 contains 171808 members 
Mstep: Class 20 contains 155422 members 
Mstep: Class 22 contains 59288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328656.000000 Penalty: 73593.648438
Iteration 325Q: 22 clusters Score -1.803287e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 8716 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 121010 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17359 members 
Mstep: Class 8 contains 157140 members 
Mstep: Class 9 contains 189533 members 
Mstep: Class 10 contains 42847 members 
Mstep: Class 11 contains 174894 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162189 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 34351 members 
Mstep: Class 19 contains 171738 members 
Mstep: Class 20 contains 155201 members 
Mstep: Class 22 contains 59351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328816.000000 Penalty: 73593.648438
Iteration 326Q: 22 clusters Score -1.803288e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 8748 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 121172 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17364 members 
Mstep: Class 8 contains 157302 members 
Mstep: Class 9 contains 189495 members 
Mstep: Class 10 contains 42872 members 
Mstep: Class 11 contains 174797 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162200 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 34378 members 
Mstep: Class 19 contains 171640 members 
Mstep: Class 20 contains 154994 members 
Mstep: Class 22 contains 59399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329152.000000 Penalty: 73593.648438
Iteration 327Q: 22 clusters Score -1.803292e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 121307 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 157461 members 
Mstep: Class 9 contains 189478 members 
Mstep: Class 10 contains 42892 members 
Mstep: Class 11 contains 174738 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162187 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 171551 members 
Mstep: Class 20 contains 154804 members 
Mstep: Class 22 contains 59428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329008.000000 Penalty: 73593.648438
Iteration 328Q: 22 clusters Score -1.80329e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 8864 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 121421 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17373 members 
Mstep: Class 8 contains 157654 members 
Mstep: Class 9 contains 189454 members 
Mstep: Class 10 contains 42916 members 
Mstep: Class 11 contains 174675 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162171 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 34420 members 
Mstep: Class 19 contains 171401 members 
Mstep: Class 20 contains 154643 members 
Mstep: Class 22 contains 59475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328640.000000 Penalty: 73593.648438
Iteration 329Q: 22 clusters Score -1.803286e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 8968 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 121520 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17377 members 
Mstep: Class 8 contains 157846 members 
Mstep: Class 9 contains 189438 members 
Mstep: Class 10 contains 42945 members 
Mstep: Class 11 contains 174609 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162150 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 34434 members 
Mstep: Class 19 contains 171256 members 
Mstep: Class 20 contains 154435 members 
Mstep: Class 22 contains 59507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328640.000000 Penalty: 73593.648438
Iteration 330Q: 22 clusters Score -1.803286e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 9048 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 121630 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17386 members 
Mstep: Class 8 contains 158078 members 
Mstep: Class 9 contains 189423 members 
Mstep: Class 10 contains 42990 members 
Mstep: Class 11 contains 174530 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162122 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 34444 members 
Mstep: Class 19 contains 171138 members 
Mstep: Class 20 contains 154213 members 
Mstep: Class 22 contains 59515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329040.000000 Penalty: 73593.648438
Iteration 331Q: 22 clusters Score -1.80329e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 9148 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 121770 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17389 members 
Mstep: Class 8 contains 158294 members 
Mstep: Class 9 contains 189440 members 
Mstep: Class 10 contains 43040 members 
Mstep: Class 11 contains 174456 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 162064 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 34451 members 
Mstep: Class 19 contains 171026 members 
Mstep: Class 20 contains 153961 members 
Mstep: Class 22 contains 59533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180328896.000000 Penalty: 73593.648438
Iteration 332Q: 22 clusters Score -1.803289e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 121928 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17385 members 
Mstep: Class 8 contains 158470 members 
Mstep: Class 9 contains 189461 members 
Mstep: Class 10 contains 43093 members 
Mstep: Class 11 contains 174379 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 162027 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 34468 members 
Mstep: Class 19 contains 170951 members 
Mstep: Class 20 contains 153632 members 
Mstep: Class 22 contains 59551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329424.000000 Penalty: 73593.648438
Iteration 333Q: 22 clusters Score -1.803294e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 9344 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 122062 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17389 members 
Mstep: Class 8 contains 158718 members 
Mstep: Class 9 contains 189496 members 
Mstep: Class 10 contains 43135 members 
Mstep: Class 11 contains 174295 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161973 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 34486 members 
Mstep: Class 19 contains 170843 members 
Mstep: Class 20 contains 153315 members 
Mstep: Class 22 contains 59571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329680.000000 Penalty: 73593.648438
Iteration 334Q: 22 clusters Score -1.803297e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 5187 members 
Mstep: Class 4 contains 122210 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17395 members 
Mstep: Class 8 contains 158935 members 
Mstep: Class 9 contains 189531 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 174206 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161911 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 34504 members 
Mstep: Class 19 contains 170706 members 
Mstep: Class 20 contains 153023 members 
Mstep: Class 22 contains 59599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329984.000000 Penalty: 73593.648438
Iteration 335Q: 22 clusters Score -1.8033e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 9575 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 122334 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17379 members 
Mstep: Class 8 contains 159110 members 
Mstep: Class 9 contains 189530 members 
Mstep: Class 10 contains 43250 members 
Mstep: Class 11 contains 174152 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161860 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 34510 members 
Mstep: Class 19 contains 170563 members 
Mstep: Class 20 contains 152828 members 
Mstep: Class 22 contains 59618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329664.000000 Penalty: 73593.648438
Iteration 336Q: 22 clusters Score -1.803297e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 122497 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17376 members 
Mstep: Class 8 contains 159266 members 
Mstep: Class 9 contains 189509 members 
Mstep: Class 10 contains 43298 members 
Mstep: Class 11 contains 174083 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161816 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 34536 members 
Mstep: Class 19 contains 170410 members 
Mstep: Class 20 contains 152635 members 
Mstep: Class 22 contains 59626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330032.000000 Penalty: 73593.648438
Iteration 337Q: 22 clusters Score -1.8033e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 122641 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17362 members 
Mstep: Class 8 contains 159406 members 
Mstep: Class 9 contains 189488 members 
Mstep: Class 10 contains 43346 members 
Mstep: Class 11 contains 174012 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161769 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 34562 members 
Mstep: Class 19 contains 170272 members 
Mstep: Class 20 contains 152458 members 
Mstep: Class 22 contains 59650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329568.000000 Penalty: 73593.648438
Iteration 338Q: 22 clusters Score -1.803296e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 122756 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 159502 members 
Mstep: Class 9 contains 189446 members 
Mstep: Class 10 contains 43379 members 
Mstep: Class 11 contains 173944 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161741 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 34586 members 
Mstep: Class 19 contains 170110 members 
Mstep: Class 20 contains 152376 members 
Mstep: Class 22 contains 59679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329696.000000 Penalty: 73593.648438
Iteration 339Q: 22 clusters Score -1.803297e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 10179 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 122849 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17369 members 
Mstep: Class 8 contains 159634 members 
Mstep: Class 9 contains 189429 members 
Mstep: Class 10 contains 43413 members 
Mstep: Class 11 contains 173842 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161722 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 34614 members 
Mstep: Class 19 contains 169932 members 
Mstep: Class 20 contains 152281 members 
Mstep: Class 22 contains 59699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329920.000000 Penalty: 73593.648438
Iteration 340F: 22 clusters Score -1.803299e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 5268 members 
Mstep: Class 4 contains 122933 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17383 members 
Mstep: Class 8 contains 159751 members 
Mstep: Class 9 contains 189418 members 
Mstep: Class 10 contains 43440 members 
Mstep: Class 11 contains 173753 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161704 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 34637 members 
Mstep: Class 19 contains 169773 members 
Mstep: Class 20 contains 152177 members 
Mstep: Class 22 contains 59719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330128.000000 Penalty: 73593.648438
Iteration 341Q: 22 clusters Score -1.803301e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 123046 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17389 members 
Mstep: Class 8 contains 159857 members 
Mstep: Class 9 contains 189388 members 
Mstep: Class 10 contains 43460 members 
Mstep: Class 11 contains 173638 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161696 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 34655 members 
Mstep: Class 19 contains 169638 members 
Mstep: Class 20 contains 152045 members 
Mstep: Class 22 contains 59754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330416.000000 Penalty: 73593.648438
Iteration 342Q: 22 clusters Score -1.803304e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 123158 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17387 members 
Mstep: Class 8 contains 160030 members 
Mstep: Class 9 contains 189367 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 173504 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161636 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 34663 members 
Mstep: Class 19 contains 169522 members 
Mstep: Class 20 contains 151883 members 
Mstep: Class 22 contains 59770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330512.000000 Penalty: 73593.648438
Iteration 343Q: 22 clusters Score -1.803305e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 123245 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17394 members 
Mstep: Class 8 contains 160179 members 
Mstep: Class 9 contains 189381 members 
Mstep: Class 10 contains 43526 members 
Mstep: Class 11 contains 173413 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161572 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3139 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 169345 members 
Mstep: Class 20 contains 151736 members 
Mstep: Class 22 contains 59801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330480.000000 Penalty: 73593.648438
Iteration 344Q: 22 clusters Score -1.803305e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 11141 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 123292 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17395 members 
Mstep: Class 8 contains 160299 members 
Mstep: Class 9 contains 189389 members 
Mstep: Class 10 contains 43544 members 
Mstep: Class 11 contains 173328 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161507 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 34695 members 
Mstep: Class 19 contains 169191 members 
Mstep: Class 20 contains 151602 members 
Mstep: Class 22 contains 59832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330832.000000 Penalty: 73593.648438
Iteration 345Q: 22 clusters Score -1.803308e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 123367 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17400 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 9 contains 189392 members 
Mstep: Class 10 contains 43554 members 
Mstep: Class 11 contains 173256 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161442 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 34683 members 
Mstep: Class 19 contains 169056 members 
Mstep: Class 20 contains 151469 members 
Mstep: Class 22 contains 59854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331344.000000 Penalty: 73593.648438
Iteration 346Q: 22 clusters Score -1.803313e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 123440 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17402 members 
Mstep: Class 8 contains 160527 members 
Mstep: Class 9 contains 189382 members 
Mstep: Class 10 contains 43561 members 
Mstep: Class 11 contains 173175 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161406 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 34669 members 
Mstep: Class 19 contains 168918 members 
Mstep: Class 20 contains 151335 members 
Mstep: Class 22 contains 59860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331168.000000 Penalty: 73593.648438
Iteration 347Q: 22 clusters Score -1.803312e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 123499 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17402 members 
Mstep: Class 8 contains 160584 members 
Mstep: Class 9 contains 189400 members 
Mstep: Class 10 contains 43604 members 
Mstep: Class 11 contains 173088 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161328 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 34645 members 
Mstep: Class 19 contains 168795 members 
Mstep: Class 20 contains 151250 members 
Mstep: Class 22 contains 59859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331600.000000 Penalty: 73593.648438
Iteration 348Q: 22 clusters Score -1.803316e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123579 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17401 members 
Mstep: Class 8 contains 160627 members 
Mstep: Class 9 contains 189419 members 
Mstep: Class 10 contains 43617 members 
Mstep: Class 11 contains 173003 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 161283 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3153 members 
Mstep: Class 18 contains 34640 members 
Mstep: Class 19 contains 168664 members 
Mstep: Class 20 contains 151183 members 
Mstep: Class 22 contains 59865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331664.000000 Penalty: 73593.648438
Iteration 349Q: 22 clusters Score -1.803317e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123645 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17402 members 
Mstep: Class 8 contains 160590 members 
Mstep: Class 9 contains 189463 members 
Mstep: Class 10 contains 43637 members 
Mstep: Class 11 contains 172939 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161275 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 34649 members 
Mstep: Class 19 contains 168523 members 
Mstep: Class 20 contains 151067 members 
Mstep: Class 22 contains 59867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331472.000000 Penalty: 73593.648438
Iteration 350Q: 22 clusters Score -1.803315e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 123714 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17407 members 
Mstep: Class 8 contains 160548 members 
Mstep: Class 9 contains 189467 members 
Mstep: Class 10 contains 43673 members 
Mstep: Class 11 contains 172872 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161254 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 34649 members 
Mstep: Class 19 contains 168415 members 
Mstep: Class 20 contains 150979 members 
Mstep: Class 22 contains 59865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331408.000000 Penalty: 73593.648438
Iteration 351Q: 22 clusters Score -1.803314e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 12713 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 123795 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17418 members 
Mstep: Class 8 contains 160519 members 
Mstep: Class 9 contains 189455 members 
Mstep: Class 10 contains 43684 members 
Mstep: Class 11 contains 172793 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161225 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 34665 members 
Mstep: Class 19 contains 168298 members 
Mstep: Class 20 contains 150911 members 
Mstep: Class 22 contains 59853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331552.000000 Penalty: 73593.648438
Iteration 352Q: 22 clusters Score -1.803316e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 123873 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17423 members 
Mstep: Class 8 contains 160498 members 
Mstep: Class 9 contains 189475 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 172695 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161187 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 34660 members 
Mstep: Class 19 contains 168195 members 
Mstep: Class 20 contains 150820 members 
Mstep: Class 22 contains 59846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331424.000000 Penalty: 73593.648438
Iteration 353Q: 22 clusters Score -1.803314e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123913 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17433 members 
Mstep: Class 8 contains 160536 members 
Mstep: Class 9 contains 189492 members 
Mstep: Class 10 contains 43677 members 
Mstep: Class 11 contains 172587 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161162 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 34662 members 
Mstep: Class 19 contains 168092 members 
Mstep: Class 20 contains 150719 members 
Mstep: Class 22 contains 59844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331408.000000 Penalty: 73593.648438
Iteration 354Q: 22 clusters Score -1.803314e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123937 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17446 members 
Mstep: Class 8 contains 160538 members 
Mstep: Class 9 contains 189481 members 
Mstep: Class 10 contains 43678 members 
Mstep: Class 11 contains 172484 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161152 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 34640 members 
Mstep: Class 19 contains 167986 members 
Mstep: Class 20 contains 150657 members 
Mstep: Class 22 contains 59828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331536.000000 Penalty: 73593.648438
Iteration 355Q: 22 clusters Score -1.803315e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123970 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 160603 members 
Mstep: Class 9 contains 189448 members 
Mstep: Class 10 contains 43677 members 
Mstep: Class 11 contains 172403 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161140 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 34619 members 
Mstep: Class 19 contains 167874 members 
Mstep: Class 20 contains 150562 members 
Mstep: Class 22 contains 59824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331584.000000 Penalty: 73593.648438
Iteration 356Q: 22 clusters Score -1.803316e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 123986 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17458 members 
Mstep: Class 8 contains 160643 members 
Mstep: Class 9 contains 189408 members 
Mstep: Class 10 contains 43679 members 
Mstep: Class 11 contains 172329 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161137 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 34605 members 
Mstep: Class 19 contains 167762 members 
Mstep: Class 20 contains 150463 members 
Mstep: Class 22 contains 59826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331152.000000 Penalty: 73593.648438
Iteration 357Q: 22 clusters Score -1.803312e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 14351 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124004 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17461 members 
Mstep: Class 8 contains 160684 members 
Mstep: Class 9 contains 189373 members 
Mstep: Class 10 contains 43677 members 
Mstep: Class 11 contains 172296 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161158 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 34591 members 
Mstep: Class 19 contains 167633 members 
Mstep: Class 20 contains 150299 members 
Mstep: Class 22 contains 59825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331344.000000 Penalty: 73593.648438
Iteration 358Q: 22 clusters Score -1.803313e+08 nChanged 1963
Entering ConstructFrom: 
Score: -180331344.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (60956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Entering Unmasked Estep 
Score: -7944195.500000 Penalty: 2732.440918
	Iteration 0F: 2 clusters Score -7944196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -7903113.500000 Penalty: 5464.881836
	Iteration 0F: 3 clusters Score -7903114 nChanged 28578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -7918836.500000 Penalty: 5464.881836
	Iteration 1F: 3 clusters Score -7918836 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -7919263.500000 Penalty: 5464.881836
	Iteration 2Q: 3 clusters Score -7919264 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -7919696.000000 Penalty: 5464.881836
	Iteration 3Q: 3 clusters Score -7919696 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -7920038.500000 Penalty: 5464.881836
	Iteration 4Q: 3 clusters Score -7920038 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -7920360.500000 Penalty: 5464.881836
	Iteration 5Q: 3 clusters Score -7920360 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -7920683.000000 Penalty: 5464.881836
	Iteration 6Q: 3 clusters Score -7920683 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -7921043.500000 Penalty: 5464.881836
	Iteration 7Q: 3 clusters Score -7921044 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7921448.000000 Penalty: 5464.881836
	Iteration 8Q: 3 clusters Score -7921448 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7921908.000000 Penalty: 5464.881836
	Iteration 9Q: 3 clusters Score -7921908 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -7922691.500000 Penalty: 5464.881836
	Iteration 10Q: 3 clusters Score -7922692 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7923921.500000 Penalty: 5464.881836
	Iteration 11Q: 3 clusters Score -7923922 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -7926085.000000 Penalty: 5464.881836
	Iteration 12F: 3 clusters Score -7926085 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -7929330.500000 Penalty: 5464.881836
	Iteration 13F: 3 clusters Score -7929330 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7933555.000000 Penalty: 5464.881836
	Iteration 14F: 3 clusters Score -7933555 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -7937538.000000 Penalty: 5464.881836
	Iteration 15F: 3 clusters Score -7937538 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7940013.500000 Penalty: 5464.881836
	Iteration 16Q: 3 clusters Score -7940014 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7941140.500000 Penalty: 5464.881836
	Iteration 17Q: 3 clusters Score -7941140 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7941547.500000 Penalty: 5464.881836
	Iteration 18Q: 3 clusters Score -7941548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7941685.000000 Penalty: 5464.881836
	Iteration 19Q: 3 clusters Score -7941685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7941757.000000 Penalty: 5464.881836
	Iteration 20F: 3 clusters Score -7941757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7941780.000000 Penalty: 5464.881836
	Iteration 21Q: 3 clusters Score -7941780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7941802.000000 Penalty: 5464.881836
	Iteration 22Q: 3 clusters Score -7941802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7941810.000000 Penalty: 5464.881836
	Iteration 23Q: 3 clusters Score -7941810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7941816.000000 Penalty: 5464.881836
	Iteration 24Q: 3 clusters Score -7941816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7941831.000000 Penalty: 5464.881836
	Iteration 25Q: 3 clusters Score -7941831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7941828.000000 Penalty: 5464.881836
	Iteration 26Q: 3 clusters Score -7941828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7941836.500000 Penalty: 5464.881836
	Iteration 27Q: 3 clusters Score -7941836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7941838.500000 Penalty: 5464.881836
	Iteration 28Q: 3 clusters Score -7941838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7941842.000000 Penalty: 5464.881836
	Iteration 29Q: 3 clusters Score -7941842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7941842.000000 Penalty: 5464.881836
	Iteration 30F: 3 clusters Score -7941842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Entering Unmasked Estep 
Score: -1995892.000000 Penalty: 2379.540771
	Iteration 0F: 2 clusters Score -1995892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1985212.875000 Penalty: 4759.081543
	Iteration 0F: 3 clusters Score -1985213 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1988644.625000 Penalty: 4759.081543
	Iteration 1F: 3 clusters Score -1988645 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1988990.250000 Penalty: 4759.081543
	Iteration 2F: 3 clusters Score -1988990 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1989275.500000 Penalty: 4759.081543
	Iteration 3Q: 3 clusters Score -1989276 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1989516.500000 Penalty: 4759.081543
	Iteration 4Q: 3 clusters Score -1989516 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1989769.375000 Penalty: 4759.081543
	Iteration 5Q: 3 clusters Score -1989769 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1990011.125000 Penalty: 4759.081543
	Iteration 6Q: 3 clusters Score -1990011 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1990302.500000 Penalty: 4759.081543
	Iteration 7Q: 3 clusters Score -1990302 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1990725.500000 Penalty: 4759.081543
	Iteration 8Q: 3 clusters Score -1990726 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1991303.875000 Penalty: 4759.081543
	Iteration 9F: 3 clusters Score -1991304 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1992062.250000 Penalty: 4759.081543
	Iteration 10F: 3 clusters Score -1992062 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1992683.875000 Penalty: 4759.081543
	Iteration 11F: 3 clusters Score -1992684 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1993029.750000 Penalty: 4759.081543
	Iteration 12Q: 3 clusters Score -1993030 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1993213.875000 Penalty: 4759.081543
	Iteration 13Q: 3 clusters Score -1993214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1993296.625000 Penalty: 4759.081543
	Iteration 14Q: 3 clusters Score -1993297 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1993351.250000 Penalty: 4759.081543
	Iteration 15Q: 3 clusters Score -1993351 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1993382.375000 Penalty: 4759.081543
	Iteration 16Q: 3 clusters Score -1993382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1993410.250000 Penalty: 4759.081543
	Iteration 17Q: 3 clusters Score -1993410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1993433.875000 Penalty: 4759.081543
	Iteration 18Q: 3 clusters Score -1993434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1993454.125000 Penalty: 4759.081543
	Iteration 19Q: 3 clusters Score -1993454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1993467.375000 Penalty: 4759.081543
	Iteration 20F: 3 clusters Score -1993467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1993473.000000 Penalty: 4759.081543
	Iteration 21Q: 3 clusters Score -1993473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1993488.375000 Penalty: 4759.081543
	Iteration 22Q: 3 clusters Score -1993488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1993494.250000 Penalty: 4759.081543
	Iteration 23Q: 3 clusters Score -1993494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1993511.500000 Penalty: 4759.081543
	Iteration 24Q: 3 clusters Score -1993512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1993515.625000 Penalty: 4759.081543
	Iteration 25Q: 3 clusters Score -1993516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1993527.000000 Penalty: 4759.081543
	Iteration 26Q: 3 clusters Score -1993527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1993532.375000 Penalty: 4759.081543
	Iteration 27Q: 3 clusters Score -1993532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1993540.875000 Penalty: 4759.081543
	Iteration 28Q: 3 clusters Score -1993541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1993552.000000 Penalty: 4759.081543
	Iteration 29Q: 3 clusters Score -1993552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1993570.250000 Penalty: 4759.081543
	Iteration 30Q: 3 clusters Score -1993570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1993577.250000 Penalty: 4759.081543
	Iteration 31Q: 3 clusters Score -1993577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1993583.625000 Penalty: 4759.081543
	Iteration 32Q: 3 clusters Score -1993584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1993588.875000 Penalty: 4759.081543
	Iteration 33Q: 3 clusters Score -1993589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1993595.000000 Penalty: 4759.081543
	Iteration 34Q: 3 clusters Score -1993595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1993602.875000 Penalty: 4759.081543
	Iteration 35Q: 3 clusters Score -1993603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1993605.000000 Penalty: 4759.081543
	Iteration 36Q: 3 clusters Score -1993605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1993605.625000 Penalty: 4759.081543
	Iteration 37Q: 3 clusters Score -1993606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1993611.875000 Penalty: 4759.081543
	Iteration 38Q: 3 clusters Score -1993612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1993612.750000 Penalty: 4759.081543
	Iteration 39Q: 3 clusters Score -1993613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1993615.875000 Penalty: 4759.081543
	Iteration 40F: 3 clusters Score -1993616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1993622.250000 Penalty: 4759.081543
	Iteration 41Q: 3 clusters Score -1993622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1993623.875000 Penalty: 4759.081543
	Iteration 42Q: 3 clusters Score -1993624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1993631.875000 Penalty: 4759.081543
	Iteration 43Q: 3 clusters Score -1993632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1993633.000000 Penalty: 4759.081543
	Iteration 44Q: 3 clusters Score -1993633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1993634.250000 Penalty: 4759.081543
	Iteration 45Q: 3 clusters Score -1993634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1993635.250000 Penalty: 4759.081543
	Iteration 46Q: 3 clusters Score -1993635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1993633.750000 Penalty: 4759.081543
	Iteration 47Q: 3 clusters Score -1993634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1993635.875000 Penalty: 4759.081543
	Iteration 48Q: 3 clusters Score -1993636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1993642.875000 Penalty: 4759.081543
	Iteration 49Q: 3 clusters Score -1993643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1993643.000000 Penalty: 4759.081543
	Iteration 50Q: 3 clusters Score -1993643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1993639.750000 Penalty: 4759.081543
	Iteration 51Q: 3 clusters Score -1993640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1993642.625000 Penalty: 4759.081543
	Iteration 52Q: 3 clusters Score -1993643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1993643.125000 Penalty: 4759.081543
	Iteration 53Q: 3 clusters Score -1993643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1993643.125000 Penalty: 4759.081543
	Iteration 54F: 3 clusters Score -1993643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -679161.875000 Penalty: 2127.415527
	Iteration 0F: 2 clusters Score -679161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -674441.062500 Penalty: 4254.831055
	Iteration 0F: 3 clusters Score -674441.1 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -675564.437500 Penalty: 4254.831055
	Iteration 1F: 3 clusters Score -675564.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -675801.000000 Penalty: 4254.831055
	Iteration 2F: 3 clusters Score -675801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -676017.312500 Penalty: 4254.831055
	Iteration 3F: 3 clusters Score -676017.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -676224.125000 Penalty: 4254.831055
	Iteration 4Q: 3 clusters Score -676224.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -676413.812500 Penalty: 4254.831055
	Iteration 5Q: 3 clusters Score -676413.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -676620.812500 Penalty: 4254.831055
	Iteration 6F: 3 clusters Score -676620.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -676836.375000 Penalty: 4254.831055
	Iteration 7F: 3 clusters Score -676836.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -677015.750000 Penalty: 4254.831055
	Iteration 8Q: 3 clusters Score -677015.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -677211.500000 Penalty: 4254.831055
	Iteration 9Q: 3 clusters Score -677211.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -677398.500000 Penalty: 4254.831055
	Iteration 10Q: 3 clusters Score -677398.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -677544.937500 Penalty: 4254.831055
	Iteration 11Q: 3 clusters Score -677544.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -677623.750000 Penalty: 4254.831055
	Iteration 12Q: 3 clusters Score -677623.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -677688.250000 Penalty: 4254.831055
	Iteration 13Q: 3 clusters Score -677688.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -677727.187500 Penalty: 4254.831055
	Iteration 14Q: 3 clusters Score -677727.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -677768.937500 Penalty: 4254.831055
	Iteration 15Q: 3 clusters Score -677768.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -677800.937500 Penalty: 4254.831055
	Iteration 16Q: 3 clusters Score -677800.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -677831.875000 Penalty: 4254.831055
	Iteration 17Q: 3 clusters Score -677831.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -677852.125000 Penalty: 4254.831055
	Iteration 18Q: 3 clusters Score -677852.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -677866.812500 Penalty: 4254.831055
	Iteration 19Q: 3 clusters Score -677866.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -677881.750000 Penalty: 4254.831055
	Iteration 20F: 3 clusters Score -677881.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -677894.375000 Penalty: 4254.831055
	Iteration 21Q: 3 clusters Score -677894.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -677908.187500 Penalty: 4254.831055
	Iteration 22Q: 3 clusters Score -677908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -677914.187500 Penalty: 4254.831055
	Iteration 23Q: 3 clusters Score -677914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -677915.812500 Penalty: 4254.831055
	Iteration 24Q: 3 clusters Score -677915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -677921.125000 Penalty: 4254.831055
	Iteration 25Q: 3 clusters Score -677921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -677922.625000 Penalty: 4254.831055
	Iteration 26Q: 3 clusters Score -677922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -677922.375000 Penalty: 4254.831055
	Iteration 27Q: 3 clusters Score -677922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -677924.812500 Penalty: 4254.831055
	Iteration 28Q: 3 clusters Score -677924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -677924.000000 Penalty: 4254.831055
	Iteration 29Q: 3 clusters Score -677924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -677924.000000 Penalty: 4254.831055
	Iteration 30F: 3 clusters Score -677924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (124017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Entering Unmasked Estep 
Score: -16740629.000000 Penalty: 2908.587158
	Iteration 0F: 2 clusters Score -1.674063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -16657578.000000 Penalty: 5817.174316
	Iteration 0F: 3 clusters Score -1.665758e+07 nChanged 58983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -16692317.000000 Penalty: 5817.174316
	Iteration 1F: 3 clusters Score -1.669232e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -16693520.000000 Penalty: 5817.174316
	Iteration 2Q: 3 clusters Score -1.669352e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -16695274.000000 Penalty: 5817.174316
	Iteration 3Q: 3 clusters Score -1.669527e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -16698188.000000 Penalty: 5817.174316
	Iteration 4Q: 3 clusters Score -1.669819e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -16702969.000000 Penalty: 5817.174316
	Iteration 5F: 3 clusters Score -1.670297e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -16710089.000000 Penalty: 5817.174316
	Iteration 6F: 3 clusters Score -1.671009e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -16718220.000000 Penalty: 5817.174316
	Iteration 7F: 3 clusters Score -1.671822e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -16725285.000000 Penalty: 5817.174316
	Iteration 8F: 3 clusters Score -1.672528e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 109988 members 
Entering Unmasked Estep 
Score: -16730261.000000 Penalty: 5817.174316
	Iteration 9Q: 3 clusters Score -1.673026e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -16732916.000000 Penalty: 5817.174316
	Iteration 10Q: 3 clusters Score -1.673292e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -16734391.000000 Penalty: 5817.174316
	Iteration 11Q: 3 clusters Score -1.673439e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 115962 members 
Entering Unmasked Estep 
Score: -16735242.000000 Penalty: 5817.174316
	Iteration 12Q: 3 clusters Score -1.673524e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -16735884.000000 Penalty: 5817.174316
	Iteration 13Q: 3 clusters Score -1.673588e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -16736364.000000 Penalty: 5817.174316
	Iteration 14Q: 3 clusters Score -1.673636e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 118746 members 
Entering Unmasked Estep 
Score: -16736696.000000 Penalty: 5817.174316
	Iteration 15Q: 3 clusters Score -1.67367e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -16736914.000000 Penalty: 5817.174316
	Iteration 16Q: 3 clusters Score -1.673691e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 119898 members 
Entering Unmasked Estep 
Score: -16737150.000000 Penalty: 5817.174316
	Iteration 17Q: 3 clusters Score -1.673715e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 120344 members 
Entering Unmasked Estep 
Score: -16737296.000000 Penalty: 5817.174316
	Iteration 18Q: 3 clusters Score -1.67373e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -16737378.000000 Penalty: 5817.174316
	Iteration 19Q: 3 clusters Score -1.673738e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -16737486.000000 Penalty: 5817.174316
	Iteration 20F: 3 clusters Score -1.673749e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -16737623.000000 Penalty: 5817.174316
	Iteration 21Q: 3 clusters Score -1.673762e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -16737728.000000 Penalty: 5817.174316
	Iteration 22Q: 3 clusters Score -1.673773e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -16737853.000000 Penalty: 5817.174316
	Iteration 23Q: 3 clusters Score -1.673785e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -16737872.000000 Penalty: 5817.174316
	Iteration 24Q: 3 clusters Score -1.673787e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 121975 members 
Entering Unmasked Estep 
Score: -16737904.000000 Penalty: 5817.174316
	Iteration 25Q: 3 clusters Score -1.67379e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -16737981.000000 Penalty: 5817.174316
	Iteration 26Q: 3 clusters Score -1.673798e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -16738004.000000 Penalty: 5817.174316
	Iteration 27Q: 3 clusters Score -1.6738e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -16738055.000000 Penalty: 5817.174316
	Iteration 28Q: 3 clusters Score -1.673806e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -16738075.000000 Penalty: 5817.174316
	Iteration 29Q: 3 clusters Score -1.673808e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -16738098.000000 Penalty: 5817.174316
	Iteration 30Q: 3 clusters Score -1.67381e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -16738145.000000 Penalty: 5817.174316
	Iteration 31Q: 3 clusters Score -1.673814e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 122588 members 
Entering Unmasked Estep 
Score: -16738195.000000 Penalty: 5817.174316
	Iteration 32Q: 3 clusters Score -1.67382e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -16738238.000000 Penalty: 5817.174316
	Iteration 33Q: 3 clusters Score -1.673824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -16738264.000000 Penalty: 5817.174316
	Iteration 34Q: 3 clusters Score -1.673826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -16738270.000000 Penalty: 5817.174316
	Iteration 35Q: 3 clusters Score -1.673827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 122772 members 
Entering Unmasked Estep 
Score: -16738266.000000 Penalty: 5817.174316
	Iteration 36Q: 3 clusters Score -1.673827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -16738276.000000 Penalty: 5817.174316
	Iteration 37Q: 3 clusters Score -1.673828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -16738285.000000 Penalty: 5817.174316
	Iteration 38Q: 3 clusters Score -1.673828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -16738287.000000 Penalty: 5817.174316
	Iteration 39Q: 3 clusters Score -1.673829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 122836 members 
Entering Unmasked Estep 
Score: -16738297.000000 Penalty: 5817.174316
	Iteration 40F: 3 clusters Score -1.67383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -16738282.000000 Penalty: 5817.174316
	Iteration 41Q: 3 clusters Score -1.673828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 122856 members 
Entering Unmasked Estep 
Score: -16738279.000000 Penalty: 5817.174316
	Iteration 42Q: 3 clusters Score -1.673828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -16738293.000000 Penalty: 5817.174316
	Iteration 43Q: 3 clusters Score -1.673829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -16738316.000000 Penalty: 5817.174316
	Iteration 44Q: 3 clusters Score -1.673832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -16738300.000000 Penalty: 5817.174316
	Iteration 45Q: 3 clusters Score -1.67383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -16738305.000000 Penalty: 5817.174316
	Iteration 46Q: 3 clusters Score -1.67383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 122889 members 
Entering Unmasked Estep 
Score: -16738300.000000 Penalty: 5817.174316
	Iteration 47Q: 3 clusters Score -1.67383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -16738308.000000 Penalty: 5817.174316
	Iteration 48Q: 3 clusters Score -1.673831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -16738306.000000 Penalty: 5817.174316
	Iteration 49Q: 3 clusters Score -1.673831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -16738302.000000 Penalty: 5817.174316
	Iteration 50Q: 3 clusters Score -1.67383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -16738311.000000 Penalty: 5817.174316
	Iteration 51Q: 3 clusters Score -1.673831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -16738313.000000 Penalty: 5817.174316
	Iteration 52Q: 3 clusters Score -1.673831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -16738317.000000 Penalty: 5817.174316
	Iteration 53Q: 3 clusters Score -1.673832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -16738320.000000 Penalty: 5817.174316
	Iteration 54Q: 3 clusters Score -1.673832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -16738324.000000 Penalty: 5817.174316
	Iteration 55Q: 3 clusters Score -1.673832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -16738323.000000 Penalty: 5817.174316
	Iteration 56Q: 3 clusters Score -1.673832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -16738326.000000 Penalty: 5817.174316
	Iteration 57Q: 3 clusters Score -1.673833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -16738329.000000 Penalty: 5817.174316
	Iteration 58Q: 3 clusters Score -1.673833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -16738329.000000 Penalty: 5817.174316
	Iteration 59F: 3 clusters Score -1.673833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 285 members 
Entering Unmasked Estep 
Score: -64068.679688 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64068.68 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64390.378906 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64390.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64547.429688 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64547.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64604.289062 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64604.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64650.128906 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64650.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64694.601562 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -64694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64737.597656 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -64737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64785.046875 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -64785.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64815.226562 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -64815.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64854.714844 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -64854.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64899.636719 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -64899.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -64968.308594 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -64968.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65054.324219 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -65054.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65172.652344 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -65172.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65213.027344 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -65213.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65225.101562 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -65225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65228.527344 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -65228.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65228.527344 Penalty: 3143.942627
	Iteration 17F: 3 clusters Score -65228.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -39383.566406 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -39383.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38010.312500 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -38010.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38199.671875 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -38199.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38256.375000 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -38256.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38266.039062 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -38266.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38274.359375 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -38274.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38284.152344 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -38284.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38295.203125 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -38295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38306.742188 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -38306.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38318.664062 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -38318.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38327.242188 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -38327.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38327.242188 Penalty: 2902.692383
	Iteration 10F: 3 clusters Score -38327.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2191835.250000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -2191835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2179315.000000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -2179315 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2183506.500000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -2183506 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2183973.500000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -2183974 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2184437.500000 Penalty: 4844.876953
	Iteration 3Q: 3 clusters Score -2184438 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2184926.250000 Penalty: 4844.876953
	Iteration 4Q: 3 clusters Score -2184926 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2185442.500000 Penalty: 4844.876953
	Iteration 5Q: 3 clusters Score -2185442 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2186096.250000 Penalty: 4844.876953
	Iteration 6F: 3 clusters Score -2186096 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2186882.250000 Penalty: 4844.876953
	Iteration 7F: 3 clusters Score -2186882 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2187694.750000 Penalty: 4844.876953
	Iteration 8F: 3 clusters Score -2187695 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2188311.750000 Penalty: 4844.876953
	Iteration 9F: 3 clusters Score -2188312 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2188791.000000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -2188791 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2189137.750000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -2189138 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2189400.000000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -2189400 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2189609.500000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -2189610 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2189792.500000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -2189792 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2189962.250000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -2189962 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2190156.250000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -2190156 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2190335.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -2190336 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2190512.750000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -2190513 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2190680.750000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -2190681 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2190828.750000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -2190829 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2190974.750000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -2190975 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2191082.250000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -2191082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2191182.750000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -2191183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2191244.000000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -2191244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2191293.750000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -2191294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2191342.000000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -2191342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2191371.500000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -2191372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2191386.250000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -2191386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2191402.250000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -2191402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2191413.750000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -2191414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2191428.000000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -2191428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2191435.250000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -2191435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2191444.500000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -2191444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2191454.250000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -2191454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2191454.250000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -2191454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2191464.250000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -2191464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2191466.750000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -2191467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2191468.000000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -2191468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2191468.500000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -2191468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2191472.000000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -2191472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2191474.000000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -2191474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2191478.000000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -2191478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2191478.000000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -2191478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2191485.750000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -2191486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2191483.500000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -2191484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2191490.000000 Penalty: 4844.876953
	Iteration 46Q: 3 clusters Score -2191490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2191492.500000 Penalty: 4844.876953
	Iteration 47Q: 3 clusters Score -2191492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2191495.250000 Penalty: 4844.876953
	Iteration 48Q: 3 clusters Score -2191495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2191491.750000 Penalty: 4844.876953
	Iteration 49Q: 3 clusters Score -2191492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2191494.750000 Penalty: 4844.876953
	Iteration 50Q: 3 clusters Score -2191495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2191495.250000 Penalty: 4844.876953
	Iteration 51Q: 3 clusters Score -2191495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2191495.750000 Penalty: 4844.876953
	Iteration 52Q: 3 clusters Score -2191496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2191495.250000 Penalty: 4844.876953
	Iteration 53Q: 3 clusters Score -2191495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2191495.250000 Penalty: 4844.876953
	Iteration 54F: 3 clusters Score -2191495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Entering Unmasked Estep 
Score: -21538118.000000 Penalty: 2972.850586
	Iteration 0F: 2 clusters Score -2.153812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -21434344.000000 Penalty: 5945.701172
	Iteration 0F: 3 clusters Score -2.143434e+07 nChanged 76781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -21478498.000000 Penalty: 5945.701172
	Iteration 1F: 3 clusters Score -2.14785e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -21478998.000000 Penalty: 5945.701172
	Iteration 2Q: 3 clusters Score -2.1479e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -21479542.000000 Penalty: 5945.701172
	Iteration 3Q: 3 clusters Score -2.147954e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5945.701172
	Iteration 4Q: 3 clusters Score -2.148022e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -21480938.000000 Penalty: 5945.701172
	Iteration 5Q: 3 clusters Score -2.148094e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -21481688.000000 Penalty: 5945.701172
	Iteration 6Q: 3 clusters Score -2.148169e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -21482846.000000 Penalty: 5945.701172
	Iteration 7Q: 3 clusters Score -2.148285e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -21484360.000000 Penalty: 5945.701172
	Iteration 8Q: 3 clusters Score -2.148436e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -21486902.000000 Penalty: 5945.701172
	Iteration 9Q: 3 clusters Score -2.14869e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -21490916.000000 Penalty: 5945.701172
	Iteration 10Q: 3 clusters Score -2.149092e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -21497100.000000 Penalty: 5945.701172
	Iteration 11F: 3 clusters Score -2.14971e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -21504386.000000 Penalty: 5945.701172
	Iteration 12F: 3 clusters Score -2.150439e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -21510072.000000 Penalty: 5945.701172
	Iteration 13F: 3 clusters Score -2.151007e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -21512732.000000 Penalty: 5945.701172
	Iteration 14Q: 3 clusters Score -2.151273e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -21513800.000000 Penalty: 5945.701172
	Iteration 15Q: 3 clusters Score -2.15138e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -21514498.000000 Penalty: 5945.701172
	Iteration 16Q: 3 clusters Score -2.15145e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -21515264.000000 Penalty: 5945.701172
	Iteration 17Q: 3 clusters Score -2.151526e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -21515970.000000 Penalty: 5945.701172
	Iteration 18Q: 3 clusters Score -2.151597e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -21516982.000000 Penalty: 5945.701172
	Iteration 19Q: 3 clusters Score -2.151698e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -21518110.000000 Penalty: 5945.701172
	Iteration 20F: 3 clusters Score -2.151811e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -21519138.000000 Penalty: 5945.701172
	Iteration 21Q: 3 clusters Score -2.151914e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -21520422.000000 Penalty: 5945.701172
	Iteration 22Q: 3 clusters Score -2.152042e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -21521596.000000 Penalty: 5945.701172
	Iteration 23Q: 3 clusters Score -2.15216e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135338 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -21523236.000000 Penalty: 5945.701172
	Iteration 24Q: 3 clusters Score -2.152324e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138436 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -21524484.000000 Penalty: 5945.701172
	Iteration 25Q: 3 clusters Score -2.152448e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141403 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -21525664.000000 Penalty: 5945.701172
	Iteration 26Q: 3 clusters Score -2.152566e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -21527142.000000 Penalty: 5945.701172
	Iteration 27Q: 3 clusters Score -2.152714e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146817 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -21528396.000000 Penalty: 5945.701172
	Iteration 28Q: 3 clusters Score -2.15284e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -21529568.000000 Penalty: 5945.701172
	Iteration 29Q: 3 clusters Score -2.152957e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -21530554.000000 Penalty: 5945.701172
	Iteration 30Q: 3 clusters Score -2.153055e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -21531500.000000 Penalty: 5945.701172
	Iteration 31Q: 3 clusters Score -2.15315e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21532392.000000 Penalty: 5945.701172
	Iteration 32Q: 3 clusters Score -2.153239e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -21533026.000000 Penalty: 5945.701172
	Iteration 33Q: 3 clusters Score -2.153303e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21533584.000000 Penalty: 5945.701172
	Iteration 34Q: 3 clusters Score -2.153358e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -21534034.000000 Penalty: 5945.701172
	Iteration 35Q: 3 clusters Score -2.153403e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21534496.000000 Penalty: 5945.701172
	Iteration 36Q: 3 clusters Score -2.15345e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21534818.000000 Penalty: 5945.701172
	Iteration 37Q: 3 clusters Score -2.153482e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21535056.000000 Penalty: 5945.701172
	Iteration 38Q: 3 clusters Score -2.153506e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21535130.000000 Penalty: 5945.701172
	Iteration 39Q: 3 clusters Score -2.153513e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21535268.000000 Penalty: 5945.701172
	Iteration 40F: 3 clusters Score -2.153527e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21535352.000000 Penalty: 5945.701172
	Iteration 41Q: 3 clusters Score -2.153535e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21535408.000000 Penalty: 5945.701172
	Iteration 42Q: 3 clusters Score -2.153541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21535410.000000 Penalty: 5945.701172
	Iteration 43Q: 3 clusters Score -2.153541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21535464.000000 Penalty: 5945.701172
	Iteration 44Q: 3 clusters Score -2.153546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21535488.000000 Penalty: 5945.701172
	Iteration 45Q: 3 clusters Score -2.153549e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21535486.000000 Penalty: 5945.701172
	Iteration 46Q: 3 clusters Score -2.153549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21535518.000000 Penalty: 5945.701172
	Iteration 47Q: 3 clusters Score -2.153552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21535532.000000 Penalty: 5945.701172
	Iteration 48Q: 3 clusters Score -2.153553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21535538.000000 Penalty: 5945.701172
	Iteration 49Q: 3 clusters Score -2.153554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160241 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21535538.000000 Penalty: 5945.701172
	Iteration 50Q: 3 clusters Score -2.153554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21535558.000000 Penalty: 5945.701172
	Iteration 51Q: 3 clusters Score -2.153556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21535552.000000 Penalty: 5945.701172
	Iteration 52Q: 3 clusters Score -2.153555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21535566.000000 Penalty: 5945.701172
	Iteration 53Q: 3 clusters Score -2.153557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21535564.000000 Penalty: 5945.701172
	Iteration 54Q: 3 clusters Score -2.153556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21535568.000000 Penalty: 5945.701172
	Iteration 55Q: 3 clusters Score -2.153557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21535564.000000 Penalty: 5945.701172
	Iteration 56Q: 3 clusters Score -2.153556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21535564.000000 Penalty: 5945.701172
	Iteration 57Q: 3 clusters Score -2.153556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21535560.000000 Penalty: 5945.701172
	Iteration 58Q: 3 clusters Score -2.153556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21535580.000000 Penalty: 5945.701172
	Iteration 59Q: 3 clusters Score -2.153558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21535572.000000 Penalty: 5945.701172
	Iteration 60F: 3 clusters Score -2.153557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21535578.000000 Penalty: 5945.701172
	Iteration 61Q: 3 clusters Score -2.153558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21535566.000000 Penalty: 5945.701172
	Iteration 62Q: 3 clusters Score -2.153557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21535570.000000 Penalty: 5945.701172
	Iteration 63Q: 3 clusters Score -2.153557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21535570.000000 Penalty: 5945.701172
	Iteration 64F: 3 clusters Score -2.153557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189356 members 
Entering Unmasked Estep 
Score: -25568854.000000 Penalty: 3013.543213
	Iteration 0F: 2 clusters Score -2.556885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -25460240.000000 Penalty: 6027.086426
	Iteration 0F: 3 clusters Score -2.546024e+07 nChanged 90666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -25513066.000000 Penalty: 6027.086426
	Iteration 1F: 3 clusters Score -2.551307e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -25515678.000000 Penalty: 6027.086426
	Iteration 2Q: 3 clusters Score -2.551568e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -25520348.000000 Penalty: 6027.086426
	Iteration 3F: 3 clusters Score -2.552035e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133055 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -25529568.000000 Penalty: 6027.086426
	Iteration 4F: 3 clusters Score -2.552957e+07 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -25543060.000000 Penalty: 6027.086426
	Iteration 5F: 3 clusters Score -2.554306e+07 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -25556510.000000 Penalty: 6027.086426
	Iteration 6F: 3 clusters Score -2.555651e+07 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180076 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -25563824.000000 Penalty: 6027.086426
	Iteration 7F: 3 clusters Score -2.556382e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -25565596.000000 Penalty: 6027.086426
	Iteration 8Q: 3 clusters Score -2.55656e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -25566084.000000 Penalty: 6027.086426
	Iteration 9Q: 3 clusters Score -2.556608e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -25566204.000000 Penalty: 6027.086426
	Iteration 10Q: 3 clusters Score -2.55662e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188884 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25566264.000000 Penalty: 6027.086426
	Iteration 11Q: 3 clusters Score -2.556626e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188974 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25566328.000000 Penalty: 6027.086426
	Iteration 12Q: 3 clusters Score -2.556633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25566390.000000 Penalty: 6027.086426
	Iteration 13Q: 3 clusters Score -2.556639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189020 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25566418.000000 Penalty: 6027.086426
	Iteration 14Q: 3 clusters Score -2.556642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25566426.000000 Penalty: 6027.086426
	Iteration 15Q: 3 clusters Score -2.556643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189036 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25566436.000000 Penalty: 6027.086426
	Iteration 16Q: 3 clusters Score -2.556644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189039 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25566418.000000 Penalty: 6027.086426
	Iteration 17Q: 3 clusters Score -2.556642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189044 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25566434.000000 Penalty: 6027.086426
	Iteration 18Q: 3 clusters Score -2.556643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189048 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25566424.000000 Penalty: 6027.086426
	Iteration 19Q: 3 clusters Score -2.556642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189045 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25566440.000000 Penalty: 6027.086426
	Iteration 20F: 3 clusters Score -2.556644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189047 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25566440.000000 Penalty: 6027.086426
	Iteration 21Q: 3 clusters Score -2.556644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189049 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25566432.000000 Penalty: 6027.086426
	Iteration 22Q: 3 clusters Score -2.556643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189052 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25566444.000000 Penalty: 6027.086426
	Iteration 23Q: 3 clusters Score -2.556644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189051 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25566436.000000 Penalty: 6027.086426
	Iteration 24Q: 3 clusters Score -2.556644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189049 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25566454.000000 Penalty: 6027.086426
	Iteration 25Q: 3 clusters Score -2.556645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189050 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25566450.000000 Penalty: 6027.086426
	Iteration 26Q: 3 clusters Score -2.556645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189049 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25566448.000000 Penalty: 6027.086426
	Iteration 27Q: 3 clusters Score -2.556645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189048 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25566446.000000 Penalty: 6027.086426
	Iteration 28Q: 3 clusters Score -2.556645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189048 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25566446.000000 Penalty: 6027.086426
	Iteration 29F: 3 clusters Score -2.556645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Entering Unmasked Estep 
Score: -5930119.500000 Penalty: 2649.809082
	Iteration 0F: 2 clusters Score -5930120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5900724.000000 Penalty: 5299.618164
	Iteration 0F: 3 clusters Score -5900724 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5911523.000000 Penalty: 5299.618164
	Iteration 1F: 3 clusters Score -5911523 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5911901.000000 Penalty: 5299.618164
	Iteration 2Q: 3 clusters Score -5911901 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5912251.500000 Penalty: 5299.618164
	Iteration 3Q: 3 clusters Score -5912252 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5912571.000000 Penalty: 5299.618164
	Iteration 4Q: 3 clusters Score -5912571 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -5912874.000000 Penalty: 5299.618164
	Iteration 5Q: 3 clusters Score -5912874 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5913184.500000 Penalty: 5299.618164
	Iteration 6Q: 3 clusters Score -5913184 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5913500.000000 Penalty: 5299.618164
	Iteration 7Q: 3 clusters Score -5913500 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -5913974.000000 Penalty: 5299.618164
	Iteration 8Q: 3 clusters Score -5913974 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5914752.500000 Penalty: 5299.618164
	Iteration 9Q: 3 clusters Score -5914752 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5915935.500000 Penalty: 5299.618164
	Iteration 10F: 3 clusters Score -5915936 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -5917913.000000 Penalty: 5299.618164
	Iteration 11F: 3 clusters Score -5917913 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -5920723.000000 Penalty: 5299.618164
	Iteration 12F: 3 clusters Score -5920723 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5923797.500000 Penalty: 5299.618164
	Iteration 13F: 3 clusters Score -5923798 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5926162.000000 Penalty: 5299.618164
	Iteration 14F: 3 clusters Score -5926162 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5927380.500000 Penalty: 5299.618164
	Iteration 15Q: 3 clusters Score -5927380 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5927965.500000 Penalty: 5299.618164
	Iteration 16Q: 3 clusters Score -5927966 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5928183.500000 Penalty: 5299.618164
	Iteration 17Q: 3 clusters Score -5928184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5928311.500000 Penalty: 5299.618164
	Iteration 18Q: 3 clusters Score -5928312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5928384.000000 Penalty: 5299.618164
	Iteration 19Q: 3 clusters Score -5928384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5928434.500000 Penalty: 5299.618164
	Iteration 20F: 3 clusters Score -5928434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5928462.500000 Penalty: 5299.618164
	Iteration 21Q: 3 clusters Score -5928462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5928470.500000 Penalty: 5299.618164
	Iteration 22Q: 3 clusters Score -5928470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5928499.500000 Penalty: 5299.618164
	Iteration 23Q: 3 clusters Score -5928500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5928509.500000 Penalty: 5299.618164
	Iteration 24Q: 3 clusters Score -5928510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5928515.500000 Penalty: 5299.618164
	Iteration 25Q: 3 clusters Score -5928516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5928537.000000 Penalty: 5299.618164
	Iteration 26Q: 3 clusters Score -5928537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5928542.000000 Penalty: 5299.618164
	Iteration 27Q: 3 clusters Score -5928542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5928551.000000 Penalty: 5299.618164
	Iteration 28Q: 3 clusters Score -5928551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5928562.500000 Penalty: 5299.618164
	Iteration 29Q: 3 clusters Score -5928562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5928567.500000 Penalty: 5299.618164
	Iteration 30Q: 3 clusters Score -5928568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5928575.000000 Penalty: 5299.618164
	Iteration 31Q: 3 clusters Score -5928575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5928577.000000 Penalty: 5299.618164
	Iteration 32Q: 3 clusters Score -5928577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5928578.000000 Penalty: 5299.618164
	Iteration 33Q: 3 clusters Score -5928578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5928578.000000 Penalty: 5299.618164
	Iteration 34Q: 3 clusters Score -5928578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5928586.000000 Penalty: 5299.618164
	Iteration 35Q: 3 clusters Score -5928586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5928583.500000 Penalty: 5299.618164
	Iteration 36Q: 3 clusters Score -5928584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5928591.500000 Penalty: 5299.618164
	Iteration 37Q: 3 clusters Score -5928592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5928596.000000 Penalty: 5299.618164
	Iteration 38Q: 3 clusters Score -5928596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5928600.000000 Penalty: 5299.618164
	Iteration 39Q: 3 clusters Score -5928600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5928600.500000 Penalty: 5299.618164
	Iteration 40F: 3 clusters Score -5928600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (172256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Entering Unmasked Estep 
Score: -23253122.000000 Penalty: 2990.070801
	Iteration 0F: 2 clusters Score -2.325312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -23142186.000000 Penalty: 5980.141602
	Iteration 0F: 3 clusters Score -2.314219e+07 nChanged 82605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -23190826.000000 Penalty: 5980.141602
	Iteration 1F: 3 clusters Score -2.319083e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -23191874.000000 Penalty: 5980.141602
	Iteration 2Q: 3 clusters Score -2.319187e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -23192944.000000 Penalty: 5980.141602
	Iteration 3Q: 3 clusters Score -2.319294e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -23194350.000000 Penalty: 5980.141602
	Iteration 4Q: 3 clusters Score -2.319435e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -23196250.000000 Penalty: 5980.141602
	Iteration 5Q: 3 clusters Score -2.319625e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -23199190.000000 Penalty: 5980.141602
	Iteration 6Q: 3 clusters Score -2.319919e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -23204358.000000 Penalty: 5980.141602
	Iteration 7Q: 3 clusters Score -2.320436e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -23212104.000000 Penalty: 5980.141602
	Iteration 8F: 3 clusters Score -2.32121e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -23220258.000000 Penalty: 5980.141602
	Iteration 9F: 3 clusters Score -2.322026e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -23224578.000000 Penalty: 5980.141602
	Iteration 10F: 3 clusters Score -2.322458e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -23225834.000000 Penalty: 5980.141602
	Iteration 11Q: 3 clusters Score -2.322583e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -23226272.000000 Penalty: 5980.141602
	Iteration 12Q: 3 clusters Score -2.322627e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -23226570.000000 Penalty: 5980.141602
	Iteration 13Q: 3 clusters Score -2.322657e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -23226620.000000 Penalty: 5980.141602
	Iteration 14Q: 3 clusters Score -2.322662e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -23226834.000000 Penalty: 5980.141602
	Iteration 15Q: 3 clusters Score -2.322683e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -23227068.000000 Penalty: 5980.141602
	Iteration 16Q: 3 clusters Score -2.322707e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -23227548.000000 Penalty: 5980.141602
	Iteration 17Q: 3 clusters Score -2.322755e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -23228066.000000 Penalty: 5980.141602
	Iteration 18Q: 3 clusters Score -2.322807e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -23228612.000000 Penalty: 5980.141602
	Iteration 19Q: 3 clusters Score -2.322861e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -23229024.000000 Penalty: 5980.141602
	Iteration 20F: 3 clusters Score -2.322902e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -23229484.000000 Penalty: 5980.141602
	Iteration 21Q: 3 clusters Score -2.322948e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -23230082.000000 Penalty: 5980.141602
	Iteration 22Q: 3 clusters Score -2.323008e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -23230906.000000 Penalty: 5980.141602
	Iteration 23Q: 3 clusters Score -2.323091e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -23231562.000000 Penalty: 5980.141602
	Iteration 24Q: 3 clusters Score -2.323156e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -23232346.000000 Penalty: 5980.141602
	Iteration 25Q: 3 clusters Score -2.323235e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -23233104.000000 Penalty: 5980.141602
	Iteration 26Q: 3 clusters Score -2.32331e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123923 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -23233956.000000 Penalty: 5980.141602
	Iteration 27Q: 3 clusters Score -2.323396e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -23234792.000000 Penalty: 5980.141602
	Iteration 28Q: 3 clusters Score -2.323479e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129380 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -23235820.000000 Penalty: 5980.141602
	Iteration 29Q: 3 clusters Score -2.323582e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -23236920.000000 Penalty: 5980.141602
	Iteration 30Q: 3 clusters Score -2.323692e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -23237872.000000 Penalty: 5980.141602
	Iteration 31Q: 3 clusters Score -2.323787e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138012 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -23238852.000000 Penalty: 5980.141602
	Iteration 32Q: 3 clusters Score -2.323885e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140597 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -23239854.000000 Penalty: 5980.141602
	Iteration 33Q: 3 clusters Score -2.323985e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -23240764.000000 Penalty: 5980.141602
	Iteration 34Q: 3 clusters Score -2.324076e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -23241746.000000 Penalty: 5980.141602
	Iteration 35Q: 3 clusters Score -2.324175e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -23242558.000000 Penalty: 5980.141602
	Iteration 36Q: 3 clusters Score -2.324256e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149938 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -23243390.000000 Penalty: 5980.141602
	Iteration 37Q: 3 clusters Score -2.324339e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152013 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -23244074.000000 Penalty: 5980.141602
	Iteration 38Q: 3 clusters Score -2.324407e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -23244704.000000 Penalty: 5980.141602
	Iteration 39Q: 3 clusters Score -2.32447e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155736 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -23245398.000000 Penalty: 5980.141602
	Iteration 40F: 3 clusters Score -2.32454e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -23245960.000000 Penalty: 5980.141602
	Iteration 41Q: 3 clusters Score -2.324596e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159133 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -23246600.000000 Penalty: 5980.141602
	Iteration 42Q: 3 clusters Score -2.32466e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -23247326.000000 Penalty: 5980.141602
	Iteration 43Q: 3 clusters Score -2.324733e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -23247884.000000 Penalty: 5980.141602
	Iteration 44Q: 3 clusters Score -2.324788e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163385 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -23248496.000000 Penalty: 5980.141602
	Iteration 45Q: 3 clusters Score -2.32485e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164577 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -23249054.000000 Penalty: 5980.141602
	Iteration 46Q: 3 clusters Score -2.324905e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -23249550.000000 Penalty: 5980.141602
	Iteration 47Q: 3 clusters Score -2.324955e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -23249956.000000 Penalty: 5980.141602
	Iteration 48Q: 3 clusters Score -2.324996e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -23250166.000000 Penalty: 5980.141602
	Iteration 49Q: 3 clusters Score -2.325017e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -23250488.000000 Penalty: 5980.141602
	Iteration 50Q: 3 clusters Score -2.325049e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -23250684.000000 Penalty: 5980.141602
	Iteration 51Q: 3 clusters Score -2.325068e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -23250850.000000 Penalty: 5980.141602
	Iteration 52Q: 3 clusters Score -2.325085e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168890 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -23250896.000000 Penalty: 5980.141602
	Iteration 53Q: 3 clusters Score -2.32509e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23250912.000000 Penalty: 5980.141602
	Iteration 54Q: 3 clusters Score -2.325091e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -23250974.000000 Penalty: 5980.141602
	Iteration 55Q: 3 clusters Score -2.325097e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23251008.000000 Penalty: 5980.141602
	Iteration 56Q: 3 clusters Score -2.325101e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -23251052.000000 Penalty: 5980.141602
	Iteration 57Q: 3 clusters Score -2.325105e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -23251040.000000 Penalty: 5980.141602
	Iteration 58Q: 3 clusters Score -2.325104e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -23251054.000000 Penalty: 5980.141602
	Iteration 59Q: 3 clusters Score -2.325105e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23251040.000000 Penalty: 5980.141602
	Iteration 60F: 3 clusters Score -2.325104e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23251026.000000 Penalty: 5980.141602
	Iteration 61Q: 3 clusters Score -2.325103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -23251066.000000 Penalty: 5980.141602
	Iteration 62Q: 3 clusters Score -2.325107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -23251012.000000 Penalty: 5980.141602
	Iteration 63Q: 3 clusters Score -2.325101e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -23251012.000000 Penalty: 5980.141602
	Iteration 64Q: 3 clusters Score -2.325101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23251012.000000 Penalty: 5980.141602
	Iteration 65Q: 3 clusters Score -2.325101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -23251016.000000 Penalty: 5980.141602
	Iteration 66Q: 3 clusters Score -2.325102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 67Q: 3 clusters Score -2.325104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23251034.000000 Penalty: 5980.141602
	Iteration 68Q: 3 clusters Score -2.325103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23251026.000000 Penalty: 5980.141602
	Iteration 69Q: 3 clusters Score -2.325103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -23251010.000000 Penalty: 5980.141602
	Iteration 70Q: 3 clusters Score -2.325101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23251020.000000 Penalty: 5980.141602
	Iteration 71Q: 3 clusters Score -2.325102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23251030.000000 Penalty: 5980.141602
	Iteration 72Q: 3 clusters Score -2.325103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23251032.000000 Penalty: 5980.141602
	Iteration 73Q: 3 clusters Score -2.325103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 74Q: 3 clusters Score -2.325104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 75Q: 3 clusters Score -2.325104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23251036.000000 Penalty: 5980.141602
	Iteration 76Q: 3 clusters Score -2.325104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -23251034.000000 Penalty: 5980.141602
	Iteration 77Q: 3 clusters Score -2.325103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 78Q: 3 clusters Score -2.325104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23251014.000000 Penalty: 5980.141602
	Iteration 79Q: 3 clusters Score -2.325101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23251020.000000 Penalty: 5980.141602
	Iteration 80F: 3 clusters Score -2.325102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23251028.000000 Penalty: 5980.141602
	Iteration 81Q: 3 clusters Score -2.325103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23251020.000000 Penalty: 5980.141602
	Iteration 82Q: 3 clusters Score -2.325102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -23251024.000000 Penalty: 5980.141602
	Iteration 83Q: 3 clusters Score -2.325102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23251022.000000 Penalty: 5980.141602
	Iteration 84Q: 3 clusters Score -2.325102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23251014.000000 Penalty: 5980.141602
	Iteration 85Q: 3 clusters Score -2.325101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23251030.000000 Penalty: 5980.141602
	Iteration 86Q: 3 clusters Score -2.325103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -23251018.000000 Penalty: 5980.141602
	Iteration 87Q: 3 clusters Score -2.325102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23251016.000000 Penalty: 5980.141602
	Iteration 88Q: 3 clusters Score -2.325102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170629 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23251028.000000 Penalty: 5980.141602
	Iteration 89Q: 3 clusters Score -2.325103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 90Q: 3 clusters Score -2.325104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170643 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 91Q: 3 clusters Score -2.325104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23251032.000000 Penalty: 5980.141602
	Iteration 92Q: 3 clusters Score -2.325103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170656 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 93Q: 3 clusters Score -2.325104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23251012.000000 Penalty: 5980.141602
	Iteration 94Q: 3 clusters Score -2.325101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23251004.000000 Penalty: 5980.141602
	Iteration 95Q: 3 clusters Score -2.3251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23250992.000000 Penalty: 5980.141602
	Iteration 96Q: 3 clusters Score -2.325099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -23251004.000000 Penalty: 5980.141602
	Iteration 97Q: 3 clusters Score -2.3251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23250998.000000 Penalty: 5980.141602
	Iteration 98Q: 3 clusters Score -2.3251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -23251010.000000 Penalty: 5980.141602
	Iteration 99Q: 3 clusters Score -2.325101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170753 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23251022.000000 Penalty: 5980.141602
	Iteration 100F: 3 clusters Score -2.325102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -23251008.000000 Penalty: 5980.141602
	Iteration 101Q: 3 clusters Score -2.325101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23251026.000000 Penalty: 5980.141602
	Iteration 102Q: 3 clusters Score -2.325103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23251030.000000 Penalty: 5980.141602
	Iteration 103Q: 3 clusters Score -2.325103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 104Q: 3 clusters Score -2.325104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170782 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23251042.000000 Penalty: 5980.141602
	Iteration 105Q: 3 clusters Score -2.325104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -23251048.000000 Penalty: 5980.141602
	Iteration 106Q: 3 clusters Score -2.325105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170794 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -23251030.000000 Penalty: 5980.141602
	Iteration 107Q: 3 clusters Score -2.325103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23251028.000000 Penalty: 5980.141602
	Iteration 108Q: 3 clusters Score -2.325103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23251016.000000 Penalty: 5980.141602
	Iteration 109Q: 3 clusters Score -2.325102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23251000.000000 Penalty: 5980.141602
	Iteration 110Q: 3 clusters Score -2.3251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23251008.000000 Penalty: 5980.141602
	Iteration 111Q: 3 clusters Score -2.325101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23251002.000000 Penalty: 5980.141602
	Iteration 112Q: 3 clusters Score -2.3251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23251002.000000 Penalty: 5980.141602
	Iteration 113Q: 3 clusters Score -2.3251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23250998.000000 Penalty: 5980.141602
	Iteration 114Q: 3 clusters Score -2.3251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23251000.000000 Penalty: 5980.141602
	Iteration 115Q: 3 clusters Score -2.3251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -23250994.000000 Penalty: 5980.141602
	Iteration 116Q: 3 clusters Score -2.325099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23251004.000000 Penalty: 5980.141602
	Iteration 117Q: 3 clusters Score -2.3251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -23251008.000000 Penalty: 5980.141602
	Iteration 118Q: 3 clusters Score -2.325101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23251022.000000 Penalty: 5980.141602
	Iteration 119Q: 3 clusters Score -2.325102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23251028.000000 Penalty: 5980.141602
	Iteration 120F: 3 clusters Score -2.325103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -23251022.000000 Penalty: 5980.141602
	Iteration 121Q: 3 clusters Score -2.325102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -23251044.000000 Penalty: 5980.141602
	Iteration 122Q: 3 clusters Score -2.325104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 123Q: 3 clusters Score -2.325104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23251038.000000 Penalty: 5980.141602
	Iteration 124F: 3 clusters Score -2.325104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 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 134 members 
Entering Unmasked Estep 
Score: -27106.669922 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27106.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27288.773438 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27288.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27357.052734 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27357.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27413.250000 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27413.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27419.707031 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27419.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27433.035156 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27433.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27448.535156 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27448.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27468.419922 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27468.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27478.449219 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -27478.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27480.820312 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -27480.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27490.271484 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -27490.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27493.968750 Penalty: 2769.414062
	Iteration 11Q: 3 clusters Score -27493.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27493.968750 Penalty: 2769.414062
	Iteration 12F: 3 clusters Score -27493.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -340745.593750 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -340745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -337792.562500 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -337792.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -338348.656250 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -338348.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -338518.875000 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -338518.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -338608.375000 Penalty: 3892.683838
	Iteration 3Q: 3 clusters Score -338608.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -338685.375000 Penalty: 3892.683838
	Iteration 4Q: 3 clusters Score -338685.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -338730.687500 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -338730.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -338766.843750 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -338766.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338791.468750 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -338791.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338814.062500 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -338814.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -338836.062500 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -338836.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -338861.781250 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -338861.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -338883.125000 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -338883.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -338897.125000 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -338897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -338907.281250 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -338907.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -338918.750000 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -338918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -338929.875000 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -338929.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -338939.906250 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -338939.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -338948.843750 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -338948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -338956.625000 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -338956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -338965.281250 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -338965.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -338970.531250 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -338970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -338973.437500 Penalty: 3892.683838
	Iteration 21Q: 3 clusters Score -338973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -338975.500000 Penalty: 3892.683838
	Iteration 22Q: 3 clusters Score -338975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -338978.156250 Penalty: 3892.683838
	Iteration 23Q: 3 clusters Score -338978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -338980.218750 Penalty: 3892.683838
	Iteration 24Q: 3 clusters Score -338980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -338981.500000 Penalty: 3892.683838
	Iteration 25Q: 3 clusters Score -338981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -338983.000000 Penalty: 3892.683838
	Iteration 26Q: 3 clusters Score -338983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -338982.937500 Penalty: 3892.683838
	Iteration 27Q: 3 clusters Score -338982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -338984.000000 Penalty: 3892.683838
	Iteration 28Q: 3 clusters Score -338984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -338985.343750 Penalty: 3892.683838
	Iteration 29Q: 3 clusters Score -338985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -338987.406250 Penalty: 3892.683838
	Iteration 30Q: 3 clusters Score -338987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -338988.843750 Penalty: 3892.683838
	Iteration 31Q: 3 clusters Score -338988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -338990.218750 Penalty: 3892.683838
	Iteration 32Q: 3 clusters Score -338990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -338992.437500 Penalty: 3892.683838
	Iteration 33Q: 3 clusters Score -338992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -338996.531250 Penalty: 3892.683838
	Iteration 34Q: 3 clusters Score -338996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -339000.187500 Penalty: 3892.683838
	Iteration 35Q: 3 clusters Score -339000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -339002.812500 Penalty: 3892.683838
	Iteration 36Q: 3 clusters Score -339002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339002.937500 Penalty: 3892.683838
	Iteration 37Q: 3 clusters Score -339002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339002.937500 Penalty: 3892.683838
	Iteration 38F: 3 clusters Score -339002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -180857.437500 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -180857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178616.437500 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -178616.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179102.703125 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -179102.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179403.968750 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -179404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179685.109375 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -179685.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179919.390625 Penalty: 3612.930908
	Iteration 4F: 3 clusters Score -179919.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180120.078125 Penalty: 3612.930908
	Iteration 5F: 3 clusters Score -180120.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -180515.859375 Penalty: 3612.930908
	Iteration 6F: 3 clusters Score -180515.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180928.171875 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -180928.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -181019.765625 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -181019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181047.265625 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -181047.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181067.593750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -181067.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181094.828125 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -181094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181125.468750 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -181125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181143.500000 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -181143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181156.921875 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -181156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181181.921875 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -181181.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -181232.343750 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -181232.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -181334.656250 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -181334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181442.281250 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -181442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -181497.609375 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -181497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -181537.875000 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -181537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181642.328125 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -181642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -181771.218750 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -181771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181785.015625 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -181785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181786.828125 Penalty: 3612.930908
	Iteration 24Q: 3 clusters Score -181786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181789.000000 Penalty: 3612.930908
	Iteration 25Q: 3 clusters Score -181789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181790.328125 Penalty: 3612.930908
	Iteration 26Q: 3 clusters Score -181790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -181790.953125 Penalty: 3612.930908
	Iteration 27Q: 3 clusters Score -181791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181794.265625 Penalty: 3612.930908
	Iteration 28Q: 3 clusters Score -181794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181794.265625 Penalty: 3612.930908
	Iteration 29F: 3 clusters Score -181794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124017 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17464 members 
Mstep: Class 8 contains 160701 members 
Mstep: Class 9 contains 189356 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 172256 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 161135 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 34585 members 
Mstep: Class 19 contains 167504 members 
Mstep: Class 20 contains 150144 members 
Mstep: Class 21 contains 851 members 
Mstep: Class 22 contains 59821 members 
Entering Unmasked Estep 
Score: -180330832.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180331344.000000 to -180330832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (161135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Entering Unmasked Estep 
Score: -21565052.000000 Penalty: 2973.519531
	Iteration 0F: 2 clusters Score -2.156505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -21460458.000000 Penalty: 5947.039062
	Iteration 0F: 3 clusters Score -2.146046e+07 nChanged 77293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -21505704.000000 Penalty: 5947.039062
	Iteration 1F: 3 clusters Score -2.15057e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -21506638.000000 Penalty: 5947.039062
	Iteration 2Q: 3 clusters Score -2.150664e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -21507962.000000 Penalty: 5947.039062
	Iteration 3Q: 3 clusters Score -2.150796e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -21509676.000000 Penalty: 5947.039062
	Iteration 4Q: 3 clusters Score -2.150968e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -21512354.000000 Penalty: 5947.039062
	Iteration 5Q: 3 clusters Score -2.151235e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100490 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -21516346.000000 Penalty: 5947.039062
	Iteration 6Q: 3 clusters Score -2.151635e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -21522488.000000 Penalty: 5947.039062
	Iteration 7F: 3 clusters Score -2.152249e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -21530888.000000 Penalty: 5947.039062
	Iteration 8F: 3 clusters Score -2.153089e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130432 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -21540924.000000 Penalty: 5947.039062
	Iteration 9F: 3 clusters Score -2.154092e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -21549776.000000 Penalty: 5947.039062
	Iteration 10F: 3 clusters Score -2.154978e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147817 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -21555514.000000 Penalty: 5947.039062
	Iteration 11Q: 3 clusters Score -2.155551e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -21558494.000000 Penalty: 5947.039062
	Iteration 12Q: 3 clusters Score -2.155849e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -21560238.000000 Penalty: 5947.039062
	Iteration 13Q: 3 clusters Score -2.156024e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -21561126.000000 Penalty: 5947.039062
	Iteration 14Q: 3 clusters Score -2.156113e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157864 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21561496.000000 Penalty: 5947.039062
	Iteration 15Q: 3 clusters Score -2.15615e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21561804.000000 Penalty: 5947.039062
	Iteration 16Q: 3 clusters Score -2.15618e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21562136.000000 Penalty: 5947.039062
	Iteration 17Q: 3 clusters Score -2.156214e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21562318.000000 Penalty: 5947.039062
	Iteration 18Q: 3 clusters Score -2.156232e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159664 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21562432.000000 Penalty: 5947.039062
	Iteration 19Q: 3 clusters Score -2.156243e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21562518.000000 Penalty: 5947.039062
	Iteration 20F: 3 clusters Score -2.156252e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21562520.000000 Penalty: 5947.039062
	Iteration 21Q: 3 clusters Score -2.156252e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159982 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21562540.000000 Penalty: 5947.039062
	Iteration 22Q: 3 clusters Score -2.156254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21562524.000000 Penalty: 5947.039062
	Iteration 23Q: 3 clusters Score -2.156252e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21562568.000000 Penalty: 5947.039062
	Iteration 24Q: 3 clusters Score -2.156257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21562582.000000 Penalty: 5947.039062
	Iteration 25Q: 3 clusters Score -2.156258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160166 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21562584.000000 Penalty: 5947.039062
	Iteration 26Q: 3 clusters Score -2.156258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160183 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21562616.000000 Penalty: 5947.039062
	Iteration 27Q: 3 clusters Score -2.156262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21562602.000000 Penalty: 5947.039062
	Iteration 28Q: 3 clusters Score -2.15626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21562610.000000 Penalty: 5947.039062
	Iteration 29Q: 3 clusters Score -2.156261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21562616.000000 Penalty: 5947.039062
	Iteration 30Q: 3 clusters Score -2.156262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21562626.000000 Penalty: 5947.039062
	Iteration 31Q: 3 clusters Score -2.156263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21562610.000000 Penalty: 5947.039062
	Iteration 32Q: 3 clusters Score -2.156261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21562614.000000 Penalty: 5947.039062
	Iteration 33Q: 3 clusters Score -2.156261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160268 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21562634.000000 Penalty: 5947.039062
	Iteration 34Q: 3 clusters Score -2.156263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21562634.000000 Penalty: 5947.039062
	Iteration 35Q: 3 clusters Score -2.156263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160282 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21562626.000000 Penalty: 5947.039062
	Iteration 36Q: 3 clusters Score -2.156263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21562624.000000 Penalty: 5947.039062
	Iteration 37Q: 3 clusters Score -2.156262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21562606.000000 Penalty: 5947.039062
	Iteration 38Q: 3 clusters Score -2.156261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21562618.000000 Penalty: 5947.039062
	Iteration 39Q: 3 clusters Score -2.156262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160308 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21562616.000000 Penalty: 5947.039062
	Iteration 40F: 3 clusters Score -2.156262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -21562624.000000 Penalty: 5947.039062
	Iteration 41Q: 3 clusters Score -2.156262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21562612.000000 Penalty: 5947.039062
	Iteration 42Q: 3 clusters Score -2.156261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -21562624.000000 Penalty: 5947.039062
	Iteration 43Q: 3 clusters Score -2.156262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21562634.000000 Penalty: 5947.039062
	Iteration 44Q: 3 clusters Score -2.156263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21562622.000000 Penalty: 5947.039062
	Iteration 45Q: 3 clusters Score -2.156262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21562612.000000 Penalty: 5947.039062
	Iteration 46Q: 3 clusters Score -2.156261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21562634.000000 Penalty: 5947.039062
	Iteration 47Q: 3 clusters Score -2.156263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21562628.000000 Penalty: 5947.039062
	Iteration 48Q: 3 clusters Score -2.156263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21562634.000000 Penalty: 5947.039062
	Iteration 49Q: 3 clusters Score -2.156263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21562630.000000 Penalty: 5947.039062
	Iteration 50Q: 3 clusters Score -2.156263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21562636.000000 Penalty: 5947.039062
	Iteration 51Q: 3 clusters Score -2.156264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -21562652.000000 Penalty: 5947.039062
	Iteration 52Q: 3 clusters Score -2.156265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160327 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -21562646.000000 Penalty: 5947.039062
	Iteration 53Q: 3 clusters Score -2.156265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21562638.000000 Penalty: 5947.039062
	Iteration 54Q: 3 clusters Score -2.156264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21562658.000000 Penalty: 5947.039062
	Iteration 55Q: 3 clusters Score -2.156266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160334 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -21562644.000000 Penalty: 5947.039062
	Iteration 56Q: 3 clusters Score -2.156264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -21562646.000000 Penalty: 5947.039062
	Iteration 57Q: 3 clusters Score -2.156265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -21562650.000000 Penalty: 5947.039062
	Iteration 58Q: 3 clusters Score -2.156265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21562646.000000 Penalty: 5947.039062
	Iteration 59Q: 3 clusters Score -2.156265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -21562656.000000 Penalty: 5947.039062
	Iteration 60F: 3 clusters Score -2.156266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92053.890625 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92053.89 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92299.398438 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92299.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92386.312500 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92386.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92469.867188 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92469.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92569.109375 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92569.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92754.945312 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -92754.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92926.937500 Penalty: 3304.913818
	Iteration 6F: 3 clusters Score -92926.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93046.578125 Penalty: 3304.913818
	Iteration 7F: 3 clusters Score -93046.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93114.460938 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -93114.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93187.273438 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -93187.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93284.921875 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -93284.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93430.226562 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -93430.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93604.789062 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -93604.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93781.421875 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -93781.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93867.109375 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -93867.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93875.726562 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -93875.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93875.726562 Penalty: 3304.913818
	Iteration 16F: 3 clusters Score -93875.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124017 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17464 members 
Mstep: Class 8 contains 160701 members 
Mstep: Class 9 contains 189356 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 172256 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161135 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 34585 members 
Mstep: Class 19 contains 167504 members 
Mstep: Class 20 contains 150144 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 59821 members 
Entering Unmasked Estep 
Score: -180329712.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180331344.000000 to -180329712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -404121.250000 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -404121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -400776.312500 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -400776.3 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401490.156250 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -401490.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -401658.062500 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -401658.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -401745.656250 Penalty: 3997.087158
	Iteration 3Q: 3 clusters Score -401745.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -401811.531250 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -401811.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -401855.906250 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -401855.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -401894.656250 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -401894.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -401932.562500 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -401932.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -401958.468750 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -401958.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -401979.218750 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -401979.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -401996.218750 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -401996.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -402012.062500 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -402012.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -402026.281250 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -402026.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -402040.593750 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -402040.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -402052.718750 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -402052.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -402063.875000 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -402063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -402072.937500 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -402072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -402085.062500 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -402085.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -402097.968750 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -402098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -402106.437500 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -402106.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -402115.312500 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -402115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -402122.468750 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -402122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -402128.781250 Penalty: 3997.087158
	Iteration 22Q: 3 clusters Score -402128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -402139.531250 Penalty: 3997.087158
	Iteration 23Q: 3 clusters Score -402139.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -402147.718750 Penalty: 3997.087158
	Iteration 24Q: 3 clusters Score -402147.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -402158.031250 Penalty: 3997.087158
	Iteration 25Q: 3 clusters Score -402158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -402167.125000 Penalty: 3997.087158
	Iteration 26Q: 3 clusters Score -402167.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -402175.531250 Penalty: 3997.087158
	Iteration 27Q: 3 clusters Score -402175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402182.906250 Penalty: 3997.087158
	Iteration 28Q: 3 clusters Score -402182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402191.343750 Penalty: 3997.087158
	Iteration 29Q: 3 clusters Score -402191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -402198.125000 Penalty: 3997.087158
	Iteration 30Q: 3 clusters Score -402198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -402201.718750 Penalty: 3997.087158
	Iteration 31Q: 3 clusters Score -402201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -402206.812500 Penalty: 3997.087158
	Iteration 32Q: 3 clusters Score -402206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -402212.156250 Penalty: 3997.087158
	Iteration 33Q: 3 clusters Score -402212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -402214.906250 Penalty: 3997.087158
	Iteration 34Q: 3 clusters Score -402214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -402218.968750 Penalty: 3997.087158
	Iteration 35Q: 3 clusters Score -402219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -402224.968750 Penalty: 3997.087158
	Iteration 36Q: 3 clusters Score -402225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -402227.093750 Penalty: 3997.087158
	Iteration 37Q: 3 clusters Score -402227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -402228.406250 Penalty: 3997.087158
	Iteration 38Q: 3 clusters Score -402228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -402230.187500 Penalty: 3997.087158
	Iteration 39Q: 3 clusters Score -402230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -402231.656250 Penalty: 3997.087158
	Iteration 40F: 3 clusters Score -402231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -402236.875000 Penalty: 3997.087158
	Iteration 41Q: 3 clusters Score -402236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -402240.812500 Penalty: 3997.087158
	Iteration 42Q: 3 clusters Score -402240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -402243.312500 Penalty: 3997.087158
	Iteration 43Q: 3 clusters Score -402243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -402247.031250 Penalty: 3997.087158
	Iteration 44Q: 3 clusters Score -402247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -402254.468750 Penalty: 3997.087158
	Iteration 45Q: 3 clusters Score -402254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -402260.437500 Penalty: 3997.087158
	Iteration 46Q: 3 clusters Score -402260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -402270.406250 Penalty: 3997.087158
	Iteration 47Q: 3 clusters Score -402270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -402276.937500 Penalty: 3997.087158
	Iteration 48Q: 3 clusters Score -402276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -402284.500000 Penalty: 3997.087158
	Iteration 49Q: 3 clusters Score -402284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -402293.125000 Penalty: 3997.087158
	Iteration 50Q: 3 clusters Score -402293.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -402302.750000 Penalty: 3997.087158
	Iteration 51Q: 3 clusters Score -402302.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -402309.250000 Penalty: 3997.087158
	Iteration 52Q: 3 clusters Score -402309.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -402313.250000 Penalty: 3997.087158
	Iteration 53Q: 3 clusters Score -402313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -402317.687500 Penalty: 3997.087158
	Iteration 54Q: 3 clusters Score -402317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -402321.875000 Penalty: 3997.087158
	Iteration 55Q: 3 clusters Score -402321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -402326.125000 Penalty: 3997.087158
	Iteration 56Q: 3 clusters Score -402326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -402332.968750 Penalty: 3997.087158
	Iteration 57Q: 3 clusters Score -402333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -402334.656250 Penalty: 3997.087158
	Iteration 58Q: 3 clusters Score -402334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -402335.375000 Penalty: 3997.087158
	Iteration 59Q: 3 clusters Score -402335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -402335.375000 Penalty: 3997.087158
	Iteration 60F: 3 clusters Score -402335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Entering Unmasked Estep 
Score: -4689703.500000 Penalty: 2591.891602
	Iteration 0F: 2 clusters Score -4689704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4666221.500000 Penalty: 5183.783203
	Iteration 0F: 3 clusters Score -4666222 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4674614.000000 Penalty: 5183.783203
	Iteration 1F: 3 clusters Score -4674614 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4675089.000000 Penalty: 5183.783203
	Iteration 2Q: 3 clusters Score -4675089 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4675582.500000 Penalty: 5183.783203
	Iteration 3Q: 3 clusters Score -4675582 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4676199.500000 Penalty: 5183.783203
	Iteration 4Q: 3 clusters Score -4676200 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4677103.500000 Penalty: 5183.783203
	Iteration 5F: 3 clusters Score -4677104 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4678566.500000 Penalty: 5183.783203
	Iteration 6F: 3 clusters Score -4678566 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4680718.000000 Penalty: 5183.783203
	Iteration 7F: 3 clusters Score -4680718 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4683176.500000 Penalty: 5183.783203
	Iteration 8F: 3 clusters Score -4683176 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4685237.000000 Penalty: 5183.783203
	Iteration 9F: 3 clusters Score -4685237 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4686442.500000 Penalty: 5183.783203
	Iteration 10Q: 3 clusters Score -4686442 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4686960.000000 Penalty: 5183.783203
	Iteration 11Q: 3 clusters Score -4686960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4687214.000000 Penalty: 5183.783203
	Iteration 12Q: 3 clusters Score -4687214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4687338.000000 Penalty: 5183.783203
	Iteration 13Q: 3 clusters Score -4687338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4687399.500000 Penalty: 5183.783203
	Iteration 14Q: 3 clusters Score -4687400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4687435.000000 Penalty: 5183.783203
	Iteration 15Q: 3 clusters Score -4687435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4687447.500000 Penalty: 5183.783203
	Iteration 16Q: 3 clusters Score -4687448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4687462.000000 Penalty: 5183.783203
	Iteration 17Q: 3 clusters Score -4687462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4687471.500000 Penalty: 5183.783203
	Iteration 18Q: 3 clusters Score -4687472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4687474.500000 Penalty: 5183.783203
	Iteration 19Q: 3 clusters Score -4687474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4687484.000000 Penalty: 5183.783203
	Iteration 20F: 3 clusters Score -4687484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4687486.500000 Penalty: 5183.783203
	Iteration 21Q: 3 clusters Score -4687486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4687490.000000 Penalty: 5183.783203
	Iteration 22Q: 3 clusters Score -4687490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4687492.500000 Penalty: 5183.783203
	Iteration 23Q: 3 clusters Score -4687492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4687502.000000 Penalty: 5183.783203
	Iteration 24Q: 3 clusters Score -4687502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4687500.000000 Penalty: 5183.783203
	Iteration 25Q: 3 clusters Score -4687500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4687504.000000 Penalty: 5183.783203
	Iteration 26Q: 3 clusters Score -4687504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4687505.500000 Penalty: 5183.783203
	Iteration 27Q: 3 clusters Score -4687506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4687505.500000 Penalty: 5183.783203
	Iteration 28F: 3 clusters Score -4687506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Entering Unmasked Estep 
Score: -22617592.000000 Penalty: 2983.133301
	Iteration 0F: 2 clusters Score -2.261759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -22509280.000000 Penalty: 5966.266602
	Iteration 0F: 3 clusters Score -2.250928e+07 nChanged 80518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -22556248.000000 Penalty: 5966.266602
	Iteration 1F: 3 clusters Score -2.255625e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -22557356.000000 Penalty: 5966.266602
	Iteration 2Q: 3 clusters Score -2.255736e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -22559124.000000 Penalty: 5966.266602
	Iteration 3Q: 3 clusters Score -2.255912e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -22562546.000000 Penalty: 5966.266602
	Iteration 4Q: 3 clusters Score -2.256255e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -22568696.000000 Penalty: 5966.266602
	Iteration 5F: 3 clusters Score -2.25687e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128071 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -22579640.000000 Penalty: 5966.266602
	Iteration 6F: 3 clusters Score -2.257964e+07 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -22594324.000000 Penalty: 5966.266602
	Iteration 7F: 3 clusters Score -2.259432e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -22606662.000000 Penalty: 5966.266602
	Iteration 8F: 3 clusters Score -2.260666e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -22612590.000000 Penalty: 5966.266602
	Iteration 9Q: 3 clusters Score -2.261259e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22614330.000000 Penalty: 5966.266602
	Iteration 10Q: 3 clusters Score -2.261433e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22614700.000000 Penalty: 5966.266602
	Iteration 11Q: 3 clusters Score -2.26147e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22614852.000000 Penalty: 5966.266602
	Iteration 12Q: 3 clusters Score -2.261485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22614896.000000 Penalty: 5966.266602
	Iteration 13Q: 3 clusters Score -2.26149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22614928.000000 Penalty: 5966.266602
	Iteration 14Q: 3 clusters Score -2.261493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22614938.000000 Penalty: 5966.266602
	Iteration 15Q: 3 clusters Score -2.261494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22614958.000000 Penalty: 5966.266602
	Iteration 16Q: 3 clusters Score -2.261496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22614938.000000 Penalty: 5966.266602
	Iteration 17Q: 3 clusters Score -2.261494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22614968.000000 Penalty: 5966.266602
	Iteration 18Q: 3 clusters Score -2.261497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22614964.000000 Penalty: 5966.266602
	Iteration 19Q: 3 clusters Score -2.261496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22614966.000000 Penalty: 5966.266602
	Iteration 20F: 3 clusters Score -2.261497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167324 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22614966.000000 Penalty: 5966.266602
	Iteration 21Q: 3 clusters Score -2.261497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22614984.000000 Penalty: 5966.266602
	Iteration 22Q: 3 clusters Score -2.261498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22614994.000000 Penalty: 5966.266602
	Iteration 23Q: 3 clusters Score -2.261499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22614990.000000 Penalty: 5966.266602
	Iteration 24Q: 3 clusters Score -2.261499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22614990.000000 Penalty: 5966.266602
	Iteration 25F: 3 clusters Score -2.261499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Entering Unmasked Estep 
Score: -20137186.000000 Penalty: 2955.998779
	Iteration 0F: 2 clusters Score -2.013719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -20038734.000000 Penalty: 5911.997559
	Iteration 0F: 3 clusters Score -2.003873e+07 nChanged 71688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -20080254.000000 Penalty: 5911.997559
	Iteration 1F: 3 clusters Score -2.008025e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -20080970.000000 Penalty: 5911.997559
	Iteration 2Q: 3 clusters Score -2.008097e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -20081648.000000 Penalty: 5911.997559
	Iteration 3Q: 3 clusters Score -2.008165e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -20082418.000000 Penalty: 5911.997559
	Iteration 4Q: 3 clusters Score -2.008242e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -20083198.000000 Penalty: 5911.997559
	Iteration 5Q: 3 clusters Score -2.00832e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -20084448.000000 Penalty: 5911.997559
	Iteration 6Q: 3 clusters Score -2.008445e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -20086646.000000 Penalty: 5911.997559
	Iteration 7Q: 3 clusters Score -2.008665e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -20090868.000000 Penalty: 5911.997559
	Iteration 8F: 3 clusters Score -2.009087e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108116 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -20097978.000000 Penalty: 5911.997559
	Iteration 9F: 3 clusters Score -2.009798e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -20108118.000000 Penalty: 5911.997559
	Iteration 10F: 3 clusters Score -2.010812e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -20118796.000000 Penalty: 5911.997559
	Iteration 11F: 3 clusters Score -2.01188e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -20127128.000000 Penalty: 5911.997559
	Iteration 12F: 3 clusters Score -2.012713e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -20131392.000000 Penalty: 5911.997559
	Iteration 13Q: 3 clusters Score -2.013139e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20133286.000000 Penalty: 5911.997559
	Iteration 14Q: 3 clusters Score -2.013329e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148332 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20134070.000000 Penalty: 5911.997559
	Iteration 15Q: 3 clusters Score -2.013407e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20134392.000000 Penalty: 5911.997559
	Iteration 16Q: 3 clusters Score -2.013439e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20134594.000000 Penalty: 5911.997559
	Iteration 17Q: 3 clusters Score -2.013459e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149609 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20134616.000000 Penalty: 5911.997559
	Iteration 18Q: 3 clusters Score -2.013462e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20134654.000000 Penalty: 5911.997559
	Iteration 19Q: 3 clusters Score -2.013465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20134698.000000 Penalty: 5911.997559
	Iteration 20F: 3 clusters Score -2.01347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20134716.000000 Penalty: 5911.997559
	Iteration 21Q: 3 clusters Score -2.013472e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20134740.000000 Penalty: 5911.997559
	Iteration 22Q: 3 clusters Score -2.013474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20134752.000000 Penalty: 5911.997559
	Iteration 23Q: 3 clusters Score -2.013475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20134746.000000 Penalty: 5911.997559
	Iteration 24Q: 3 clusters Score -2.013475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149814 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -20134744.000000 Penalty: 5911.997559
	Iteration 25Q: 3 clusters Score -2.013474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20134748.000000 Penalty: 5911.997559
	Iteration 26Q: 3 clusters Score -2.013475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20134738.000000 Penalty: 5911.997559
	Iteration 27Q: 3 clusters Score -2.013474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20134750.000000 Penalty: 5911.997559
	Iteration 28Q: 3 clusters Score -2.013475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20134750.000000 Penalty: 5911.997559
	Iteration 29Q: 3 clusters Score -2.013475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20134752.000000 Penalty: 5911.997559
	Iteration 30Q: 3 clusters Score -2.013475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20134772.000000 Penalty: 5911.997559
	Iteration 31Q: 3 clusters Score -2.013477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20134772.000000 Penalty: 5911.997559
	Iteration 32Q: 3 clusters Score -2.013477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20134774.000000 Penalty: 5911.997559
	Iteration 33Q: 3 clusters Score -2.013477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20134780.000000 Penalty: 5911.997559
	Iteration 34Q: 3 clusters Score -2.013478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20134780.000000 Penalty: 5911.997559
	Iteration 35F: 3 clusters Score -2.013478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (59821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Entering Unmasked Estep 
Score: -8120985.000000 Penalty: 2727.779785
	Iteration 0F: 2 clusters Score -8120985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -8080779.000000 Penalty: 5455.559570
	Iteration 0F: 3 clusters Score -8080779 nChanged 27852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -8096505.500000 Penalty: 5455.559570
	Iteration 1F: 3 clusters Score -8096506 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8097312.000000 Penalty: 5455.559570
	Iteration 2Q: 3 clusters Score -8097312 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -8098306.000000 Penalty: 5455.559570
	Iteration 3Q: 3 clusters Score -8098306 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -8099460.500000 Penalty: 5455.559570
	Iteration 4Q: 3 clusters Score -8099460 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -8101060.500000 Penalty: 5455.559570
	Iteration 5F: 3 clusters Score -8101060 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -8103394.000000 Penalty: 5455.559570
	Iteration 6F: 3 clusters Score -8103394 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8106702.000000 Penalty: 5455.559570
	Iteration 7F: 3 clusters Score -8106702 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8110147.500000 Penalty: 5455.559570
	Iteration 8F: 3 clusters Score -8110148 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -8112412.500000 Penalty: 5455.559570
	Iteration 9F: 3 clusters Score -8112412 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -8113382.000000 Penalty: 5455.559570
	Iteration 10Q: 3 clusters Score -8113382 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8113899.000000 Penalty: 5455.559570
	Iteration 11Q: 3 clusters Score -8113899 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -8114212.500000 Penalty: 5455.559570
	Iteration 12Q: 3 clusters Score -8114212 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -8114460.500000 Penalty: 5455.559570
	Iteration 13Q: 3 clusters Score -8114460 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8114711.500000 Penalty: 5455.559570
	Iteration 14Q: 3 clusters Score -8114712 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -8114973.000000 Penalty: 5455.559570
	Iteration 15Q: 3 clusters Score -8114973 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -8115160.000000 Penalty: 5455.559570
	Iteration 16Q: 3 clusters Score -8115160 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8115366.500000 Penalty: 5455.559570
	Iteration 17Q: 3 clusters Score -8115366 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -8115553.000000 Penalty: 5455.559570
	Iteration 18Q: 3 clusters Score -8115553 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -8115732.000000 Penalty: 5455.559570
	Iteration 19Q: 3 clusters Score -8115732 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -8115922.500000 Penalty: 5455.559570
	Iteration 20F: 3 clusters Score -8115922 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -8116083.000000 Penalty: 5455.559570
	Iteration 21Q: 3 clusters Score -8116083 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -8116240.000000 Penalty: 5455.559570
	Iteration 22Q: 3 clusters Score -8116240 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -8116408.000000 Penalty: 5455.559570
	Iteration 23Q: 3 clusters Score -8116408 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -8116640.000000 Penalty: 5455.559570
	Iteration 24Q: 3 clusters Score -8116640 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -8116794.000000 Penalty: 5455.559570
	Iteration 25Q: 3 clusters Score -8116794 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -8116995.500000 Penalty: 5455.559570
	Iteration 26Q: 3 clusters Score -8116996 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -8117145.000000 Penalty: 5455.559570
	Iteration 27Q: 3 clusters Score -8117145 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -8117281.500000 Penalty: 5455.559570
	Iteration 28Q: 3 clusters Score -8117282 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8117437.000000 Penalty: 5455.559570
	Iteration 29Q: 3 clusters Score -8117437 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8117601.000000 Penalty: 5455.559570
	Iteration 30Q: 3 clusters Score -8117601 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8117697.000000 Penalty: 5455.559570
	Iteration 31Q: 3 clusters Score -8117697 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -8117809.000000 Penalty: 5455.559570
	Iteration 32Q: 3 clusters Score -8117809 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -8117918.000000 Penalty: 5455.559570
	Iteration 33Q: 3 clusters Score -8117918 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8117997.000000 Penalty: 5455.559570
	Iteration 34Q: 3 clusters Score -8117997 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -8118092.000000 Penalty: 5455.559570
	Iteration 35Q: 3 clusters Score -8118092 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8118173.500000 Penalty: 5455.559570
	Iteration 36Q: 3 clusters Score -8118174 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8118253.500000 Penalty: 5455.559570
	Iteration 37Q: 3 clusters Score -8118254 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8118335.000000 Penalty: 5455.559570
	Iteration 38Q: 3 clusters Score -8118335 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -8118436.500000 Penalty: 5455.559570
	Iteration 39Q: 3 clusters Score -8118436 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8118497.500000 Penalty: 5455.559570
	Iteration 40F: 3 clusters Score -8118498 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8118546.500000 Penalty: 5455.559570
	Iteration 41Q: 3 clusters Score -8118546 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8118590.500000 Penalty: 5455.559570
	Iteration 42Q: 3 clusters Score -8118590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8118642.500000 Penalty: 5455.559570
	Iteration 43Q: 3 clusters Score -8118642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8118700.500000 Penalty: 5455.559570
	Iteration 44Q: 3 clusters Score -8118700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8118748.500000 Penalty: 5455.559570
	Iteration 45Q: 3 clusters Score -8118748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8118784.500000 Penalty: 5455.559570
	Iteration 46Q: 3 clusters Score -8118784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8118842.500000 Penalty: 5455.559570
	Iteration 47Q: 3 clusters Score -8118842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8118862.000000 Penalty: 5455.559570
	Iteration 48Q: 3 clusters Score -8118862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8118910.500000 Penalty: 5455.559570
	Iteration 49Q: 3 clusters Score -8118910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8118946.500000 Penalty: 5455.559570
	Iteration 50Q: 3 clusters Score -8118946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8118977.500000 Penalty: 5455.559570
	Iteration 51Q: 3 clusters Score -8118978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8118977.000000 Penalty: 5455.559570
	Iteration 52Q: 3 clusters Score -8118977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8119002.500000 Penalty: 5455.559570
	Iteration 53Q: 3 clusters Score -8119002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8119027.500000 Penalty: 5455.559570
	Iteration 54Q: 3 clusters Score -8119028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8119030.500000 Penalty: 5455.559570
	Iteration 55Q: 3 clusters Score -8119030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8119028.000000 Penalty: 5455.559570
	Iteration 56Q: 3 clusters Score -8119028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8119053.500000 Penalty: 5455.559570
	Iteration 57Q: 3 clusters Score -8119054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8119052.500000 Penalty: 5455.559570
	Iteration 58Q: 3 clusters Score -8119052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8119056.000000 Penalty: 5455.559570
	Iteration 59Q: 3 clusters Score -8119056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8119067.500000 Penalty: 5455.559570
	Iteration 60F: 3 clusters Score -8119068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8119063.500000 Penalty: 5455.559570
	Iteration 61Q: 3 clusters Score -8119064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8119079.500000 Penalty: 5455.559570
	Iteration 62Q: 3 clusters Score -8119080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8119082.000000 Penalty: 5455.559570
	Iteration 63Q: 3 clusters Score -8119082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8119086.500000 Penalty: 5455.559570
	Iteration 64Q: 3 clusters Score -8119086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8119082.500000 Penalty: 5455.559570
	Iteration 65Q: 3 clusters Score -8119082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8119095.000000 Penalty: 5455.559570
	Iteration 66Q: 3 clusters Score -8119095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8119095.500000 Penalty: 5455.559570
	Iteration 67Q: 3 clusters Score -8119096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8119096.000000 Penalty: 5455.559570
	Iteration 68Q: 3 clusters Score -8119096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8119086.000000 Penalty: 5455.559570
	Iteration 69Q: 3 clusters Score -8119086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8119082.500000 Penalty: 5455.559570
	Iteration 70Q: 3 clusters Score -8119082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8119088.000000 Penalty: 5455.559570
	Iteration 71Q: 3 clusters Score -8119088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8119093.000000 Penalty: 5455.559570
	Iteration 72Q: 3 clusters Score -8119093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8119088.000000 Penalty: 5455.559570
	Iteration 73Q: 3 clusters Score -8119088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8119098.000000 Penalty: 5455.559570
	Iteration 74Q: 3 clusters Score -8119098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8119093.000000 Penalty: 5455.559570
	Iteration 75Q: 3 clusters Score -8119093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8119092.000000 Penalty: 5455.559570
	Iteration 76Q: 3 clusters Score -8119092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8119090.500000 Penalty: 5455.559570
	Iteration 77Q: 3 clusters Score -8119090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8119095.000000 Penalty: 5455.559570
	Iteration 78Q: 3 clusters Score -8119095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8119091.500000 Penalty: 5455.559570
	Iteration 79Q: 3 clusters Score -8119092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8119091.500000 Penalty: 5455.559570
	Iteration 80F: 3 clusters Score -8119092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124017 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17464 members 
Mstep: Class 8 contains 160701 members 
Mstep: Class 9 contains 189356 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 172256 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161135 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 34585 members 
Mstep: Class 19 contains 167504 members 
Mstep: Class 20 contains 150144 members 
Mstep: Class 22 contains 59821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331472.000000 Penalty: 73593.648438
Iteration 359Q: 22 clusters Score -1.803315e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 14998 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124040 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17470 members 
Mstep: Class 8 contains 160751 members 
Mstep: Class 9 contains 189312 members 
Mstep: Class 10 contains 43700 members 
Mstep: Class 11 contains 172213 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161136 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 34568 members 
Mstep: Class 19 contains 167397 members 
Mstep: Class 20 contains 149957 members 
Mstep: Class 22 contains 59832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331552.000000 Penalty: 73593.648438
Iteration 360F: 22 clusters Score -1.803316e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 15303 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 124064 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17475 members 
Mstep: Class 8 contains 160781 members 
Mstep: Class 9 contains 189300 members 
Mstep: Class 10 contains 43705 members 
Mstep: Class 11 contains 172160 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161128 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 34551 members 
Mstep: Class 19 contains 167293 members 
Mstep: Class 20 contains 149807 members 
Mstep: Class 22 contains 59835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331616.000000 Penalty: 73593.648438
Iteration 361Q: 22 clusters Score -1.803316e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 124073 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17487 members 
Mstep: Class 8 contains 160803 members 
Mstep: Class 9 contains 189271 members 
Mstep: Class 10 contains 43716 members 
Mstep: Class 11 contains 172081 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161143 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 34529 members 
Mstep: Class 19 contains 167196 members 
Mstep: Class 20 contains 149657 members 
Mstep: Class 22 contains 59847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332320.000000 Penalty: 73593.648438
Iteration 362Q: 22 clusters Score -1.803323e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 15974 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 124068 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17496 members 
Mstep: Class 8 contains 160829 members 
Mstep: Class 9 contains 189248 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 171993 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 161138 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 34507 members 
Mstep: Class 19 contains 167086 members 
Mstep: Class 20 contains 149530 members 
Mstep: Class 22 contains 59866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332256.000000 Penalty: 73593.648438
Iteration 363Q: 22 clusters Score -1.803323e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 16346 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 124068 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17509 members 
Mstep: Class 8 contains 160825 members 
Mstep: Class 9 contains 189213 members 
Mstep: Class 10 contains 43724 members 
Mstep: Class 11 contains 171897 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161104 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 34503 members 
Mstep: Class 19 contains 166986 members 
Mstep: Class 20 contains 149424 members 
Mstep: Class 22 contains 59877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332464.000000 Penalty: 73593.648438
Iteration 364Q: 22 clusters Score -1.803325e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 16733 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 124080 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17511 members 
Mstep: Class 8 contains 160814 members 
Mstep: Class 9 contains 189208 members 
Mstep: Class 10 contains 43727 members 
Mstep: Class 11 contains 171770 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 161038 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 34508 members 
Mstep: Class 19 contains 166906 members 
Mstep: Class 20 contains 149329 members 
Mstep: Class 22 contains 59881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332928.000000 Penalty: 73593.648438
Iteration 365Q: 22 clusters Score -1.803329e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 17119 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 124072 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17508 members 
Mstep: Class 8 contains 160827 members 
Mstep: Class 9 contains 189181 members 
Mstep: Class 10 contains 43733 members 
Mstep: Class 11 contains 171663 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160982 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 34506 members 
Mstep: Class 19 contains 166824 members 
Mstep: Class 20 contains 149244 members 
Mstep: Class 22 contains 59870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332944.000000 Penalty: 73593.648438
Iteration 366Q: 22 clusters Score -1.803329e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 17577 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 124051 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17510 members 
Mstep: Class 8 contains 160856 members 
Mstep: Class 9 contains 189131 members 
Mstep: Class 10 contains 43726 members 
Mstep: Class 11 contains 171555 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 160936 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 34487 members 
Mstep: Class 19 contains 166712 members 
Mstep: Class 20 contains 149146 members 
Mstep: Class 22 contains 59878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332976.000000 Penalty: 73593.648438
Iteration 367Q: 22 clusters Score -1.80333e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 18029 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 124040 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 160815 members 
Mstep: Class 9 contains 189069 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 171451 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160881 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 34470 members 
Mstep: Class 19 contains 166617 members 
Mstep: Class 20 contains 149089 members 
Mstep: Class 22 contains 59890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332976.000000 Penalty: 73593.648438
Iteration 368Q: 22 clusters Score -1.80333e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 18466 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 124060 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17527 members 
Mstep: Class 8 contains 160798 members 
Mstep: Class 9 contains 189015 members 
Mstep: Class 10 contains 43723 members 
Mstep: Class 11 contains 171344 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160828 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 34453 members 
Mstep: Class 19 contains 166484 members 
Mstep: Class 20 contains 149016 members 
Mstep: Class 22 contains 59896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333104.000000 Penalty: 73593.648438
Iteration 369Q: 22 clusters Score -1.803331e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 18946 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 124063 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17523 members 
Mstep: Class 8 contains 160778 members 
Mstep: Class 9 contains 188974 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 171280 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160750 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34427 members 
Mstep: Class 19 contains 166379 members 
Mstep: Class 20 contains 148883 members 
Mstep: Class 22 contains 59898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333360.000000 Penalty: 73593.648438
Iteration 370Q: 22 clusters Score -1.803334e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 19438 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 124088 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17522 members 
Mstep: Class 8 contains 160775 members 
Mstep: Class 9 contains 188941 members 
Mstep: Class 10 contains 43719 members 
Mstep: Class 11 contains 171197 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160667 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 34402 members 
Mstep: Class 19 contains 166281 members 
Mstep: Class 20 contains 148708 members 
Mstep: Class 22 contains 59895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333520.000000 Penalty: 73593.648438
Iteration 371Q: 22 clusters Score -1.803335e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 19928 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 124113 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17521 members 
Mstep: Class 8 contains 160752 members 
Mstep: Class 9 contains 188902 members 
Mstep: Class 10 contains 43713 members 
Mstep: Class 11 contains 171122 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160601 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 34387 members 
Mstep: Class 19 contains 166197 members 
Mstep: Class 20 contains 148498 members 
Mstep: Class 22 contains 59907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334016.000000 Penalty: 73593.648438
Iteration 372Q: 22 clusters Score -1.80334e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 20409 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 124148 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17526 members 
Mstep: Class 8 contains 160685 members 
Mstep: Class 9 contains 188883 members 
Mstep: Class 10 contains 43698 members 
Mstep: Class 11 contains 171038 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160513 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 34376 members 
Mstep: Class 19 contains 166136 members 
Mstep: Class 20 contains 148347 members 
Mstep: Class 22 contains 59917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333600.000000 Penalty: 73593.648438
Iteration 373Q: 22 clusters Score -1.803336e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 20889 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 124177 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17534 members 
Mstep: Class 8 contains 160605 members 
Mstep: Class 9 contains 188852 members 
Mstep: Class 10 contains 43684 members 
Mstep: Class 11 contains 170953 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160422 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 166070 members 
Mstep: Class 20 contains 148215 members 
Mstep: Class 22 contains 59924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333776.000000 Penalty: 73593.648438
Iteration 374Q: 22 clusters Score -1.803338e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 21362 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 124197 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17546 members 
Mstep: Class 8 contains 160552 members 
Mstep: Class 9 contains 188794 members 
Mstep: Class 10 contains 43669 members 
Mstep: Class 11 contains 170885 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160362 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 166008 members 
Mstep: Class 20 contains 148038 members 
Mstep: Class 22 contains 59924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333808.000000 Penalty: 73593.648438
Iteration 375Q: 22 clusters Score -1.803338e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 124210 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17556 members 
Mstep: Class 8 contains 160477 members 
Mstep: Class 9 contains 188712 members 
Mstep: Class 10 contains 43648 members 
Mstep: Class 11 contains 170814 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160329 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34369 members 
Mstep: Class 19 contains 165941 members 
Mstep: Class 20 contains 147886 members 
Mstep: Class 22 contains 59934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333632.000000 Penalty: 73593.648438
Iteration 376Q: 22 clusters Score -1.803336e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 22332 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 124212 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 160371 members 
Mstep: Class 9 contains 188642 members 
Mstep: Class 10 contains 43629 members 
Mstep: Class 11 contains 170759 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160266 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34356 members 
Mstep: Class 19 contains 165847 members 
Mstep: Class 20 contains 147812 members 
Mstep: Class 22 contains 59939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333792.000000 Penalty: 73593.648438
Iteration 377Q: 22 clusters Score -1.803338e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 22814 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 124212 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17560 members 
Mstep: Class 8 contains 160272 members 
Mstep: Class 9 contains 188606 members 
Mstep: Class 10 contains 43609 members 
Mstep: Class 11 contains 170678 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160233 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34343 members 
Mstep: Class 19 contains 165774 members 
Mstep: Class 20 contains 147719 members 
Mstep: Class 22 contains 59941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334048.000000 Penalty: 73593.648438
Iteration 378Q: 22 clusters Score -1.80334e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 23296 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 124207 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 160170 members 
Mstep: Class 9 contains 188578 members 
Mstep: Class 10 contains 43582 members 
Mstep: Class 11 contains 170592 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160200 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34328 members 
Mstep: Class 19 contains 165699 members 
Mstep: Class 20 contains 147629 members 
Mstep: Class 22 contains 59947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334752.000000 Penalty: 73593.648438
Iteration 379Q: 22 clusters Score -1.803348e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 23757 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 124209 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17571 members 
Mstep: Class 8 contains 160078 members 
Mstep: Class 9 contains 188545 members 
Mstep: Class 10 contains 43556 members 
Mstep: Class 11 contains 170489 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160140 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 34314 members 
Mstep: Class 19 contains 165649 members 
Mstep: Class 20 contains 147565 members 
Mstep: Class 22 contains 59948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334976.000000 Penalty: 73593.648438
Iteration 380F: 22 clusters Score -1.80335e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 24269 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 124208 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17573 members 
Mstep: Class 8 contains 159967 members 
Mstep: Class 9 contains 188492 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 170391 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160072 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 34298 members 
Mstep: Class 19 contains 165558 members 
Mstep: Class 20 contains 147519 members 
Mstep: Class 22 contains 59952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335520.000000 Penalty: 73593.648438
Iteration 381Q: 22 clusters Score -1.803355e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 24749 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 124209 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 159929 members 
Mstep: Class 9 contains 188442 members 
Mstep: Class 10 contains 43531 members 
Mstep: Class 11 contains 170320 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 160022 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 34271 members 
Mstep: Class 19 contains 165428 members 
Mstep: Class 20 contains 147457 members 
Mstep: Class 22 contains 59941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335696.000000 Penalty: 73593.648438
Iteration 382Q: 22 clusters Score -1.803357e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 25253 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 124190 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 159845 members 
Mstep: Class 9 contains 188413 members 
Mstep: Class 10 contains 43503 members 
Mstep: Class 11 contains 170240 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 159993 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 34252 members 
Mstep: Class 19 contains 165321 members 
Mstep: Class 20 contains 147378 members 
Mstep: Class 22 contains 59941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336064.000000 Penalty: 73593.648438
Iteration 383Q: 22 clusters Score -1.803361e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 25812 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 124174 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 159790 members 
Mstep: Class 9 contains 188364 members 
Mstep: Class 10 contains 43469 members 
Mstep: Class 11 contains 170160 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 159977 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 34228 members 
Mstep: Class 19 contains 165168 members 
Mstep: Class 20 contains 147258 members 
Mstep: Class 22 contains 59936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336240.000000 Penalty: 73593.648438
Iteration 384Q: 22 clusters Score -1.803362e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 26483 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 124163 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 159679 members 
Mstep: Class 9 contains 188329 members 
Mstep: Class 10 contains 43443 members 
Mstep: Class 11 contains 170082 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 159961 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 34209 members 
Mstep: Class 19 contains 165006 members 
Mstep: Class 20 contains 147094 members 
Mstep: Class 22 contains 59919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336544.000000 Penalty: 73593.648438
Iteration 385Q: 22 clusters Score -1.803365e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 27195 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 124153 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 159558 members 
Mstep: Class 9 contains 188301 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 169986 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 159947 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 34186 members 
Mstep: Class 19 contains 164871 members 
Mstep: Class 20 contains 146878 members 
Mstep: Class 22 contains 59909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336576.000000 Penalty: 73593.648438
Iteration 386Q: 22 clusters Score -1.803366e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 27935 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 124161 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 159398 members 
Mstep: Class 9 contains 188304 members 
Mstep: Class 10 contains 43401 members 
Mstep: Class 11 contains 169928 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 159891 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 34173 members 
Mstep: Class 19 contains 164653 members 
Mstep: Class 20 contains 146705 members 
Mstep: Class 22 contains 59916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336848.000000 Penalty: 73593.648438
Iteration 387Q: 22 clusters Score -1.803368e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 28781 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 124139 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 159211 members 
Mstep: Class 9 contains 188305 members 
Mstep: Class 10 contains 43386 members 
Mstep: Class 11 contains 169865 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159812 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 34137 members 
Mstep: Class 19 contains 164453 members 
Mstep: Class 20 contains 146531 members 
Mstep: Class 22 contains 59903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337344.000000 Penalty: 73593.648438
Iteration 388Q: 22 clusters Score -1.803373e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 29710 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 124111 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17616 members 
Mstep: Class 8 contains 159019 members 
Mstep: Class 9 contains 188276 members 
Mstep: Class 10 contains 43362 members 
Mstep: Class 11 contains 169794 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159735 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34099 members 
Mstep: Class 19 contains 164260 members 
Mstep: Class 20 contains 146343 members 
Mstep: Class 22 contains 59863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337280.000000 Penalty: 73593.648438
Iteration 389Q: 22 clusters Score -1.803373e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 30725 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 124061 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 158812 members 
Mstep: Class 9 contains 188222 members 
Mstep: Class 10 contains 43322 members 
Mstep: Class 11 contains 169708 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159654 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 164098 members 
Mstep: Class 20 contains 146150 members 
Mstep: Class 22 contains 59829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337328.000000 Penalty: 73593.648438
Iteration 390Q: 22 clusters Score -1.803373e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 31814 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 123995 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 158591 members 
Mstep: Class 9 contains 188182 members 
Mstep: Class 10 contains 43293 members 
Mstep: Class 11 contains 169616 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159558 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 34010 members 
Mstep: Class 19 contains 163941 members 
Mstep: Class 20 contains 145912 members 
Mstep: Class 22 contains 59792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338096.000000 Penalty: 73593.648438
Iteration 391Q: 22 clusters Score -1.803381e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 32951 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 123931 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17634 members 
Mstep: Class 8 contains 158374 members 
Mstep: Class 9 contains 188108 members 
Mstep: Class 10 contains 43247 members 
Mstep: Class 11 contains 169529 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159448 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33977 members 
Mstep: Class 19 contains 163762 members 
Mstep: Class 20 contains 145690 members 
Mstep: Class 22 contains 59750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338016.000000 Penalty: 73593.648438
Iteration 392Q: 22 clusters Score -1.80338e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 34107 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 123886 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 158205 members 
Mstep: Class 9 contains 188032 members 
Mstep: Class 10 contains 43207 members 
Mstep: Class 11 contains 169424 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159305 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33928 members 
Mstep: Class 19 contains 163563 members 
Mstep: Class 20 contains 145469 members 
Mstep: Class 22 contains 59709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338480.000000 Penalty: 73593.648438
Iteration 393Q: 22 clusters Score -1.803385e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 35292 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 123814 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 158063 members 
Mstep: Class 9 contains 187938 members 
Mstep: Class 10 contains 43165 members 
Mstep: Class 11 contains 169336 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159152 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33877 members 
Mstep: Class 19 contains 163346 members 
Mstep: Class 20 contains 145259 members 
Mstep: Class 22 contains 59660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338816.000000 Penalty: 73593.648438
Iteration 394Q: 22 clusters Score -1.803388e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 36482 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 123737 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17635 members 
Mstep: Class 8 contains 157916 members 
Mstep: Class 9 contains 187841 members 
Mstep: Class 10 contains 43147 members 
Mstep: Class 11 contains 169229 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 159025 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33823 members 
Mstep: Class 19 contains 163132 members 
Mstep: Class 20 contains 145044 members 
Mstep: Class 22 contains 59611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338976.000000 Penalty: 73593.648438
Iteration 395Q: 22 clusters Score -1.80339e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 37684 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 123666 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 157785 members 
Mstep: Class 9 contains 187743 members 
Mstep: Class 10 contains 43100 members 
Mstep: Class 11 contains 169134 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158906 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 33771 members 
Mstep: Class 19 contains 162866 members 
Mstep: Class 20 contains 144841 members 
Mstep: Class 22 contains 59551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339376.000000 Penalty: 73593.648438
Iteration 396Q: 22 clusters Score -1.803394e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 38951 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 4 contains 123574 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17630 members 
Mstep: Class 8 contains 157581 members 
Mstep: Class 9 contains 187616 members 
Mstep: Class 10 contains 43078 members 
Mstep: Class 11 contains 169084 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158763 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 33696 members 
Mstep: Class 19 contains 162612 members 
Mstep: Class 20 contains 144645 members 
Mstep: Class 22 contains 59493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339952.000000 Penalty: 73593.648438
Iteration 397Q: 22 clusters Score -1.8034e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 40327 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 123458 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17635 members 
Mstep: Class 8 contains 157420 members 
Mstep: Class 9 contains 187465 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 169005 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158588 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 33615 members 
Mstep: Class 19 contains 162341 members 
Mstep: Class 20 contains 144455 members 
Mstep: Class 22 contains 59422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340640.000000 Penalty: 73593.648438
Iteration 398Q: 22 clusters Score -1.803406e+08 nChanged 3328
Entering ConstructFrom: 
Score: -180340640.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (59503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Entering Unmasked Estep 
Score: -7753451.000000 Penalty: 2726.458008
	Iteration 0F: 2 clusters Score -7753451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -7713468.000000 Penalty: 5452.916016
	Iteration 0F: 3 clusters Score -7713468 nChanged 27657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -7728728.000000 Penalty: 5452.916016
	Iteration 1F: 3 clusters Score -7728728 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -7729277.500000 Penalty: 5452.916016
	Iteration 2Q: 3 clusters Score -7729278 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -7729881.000000 Penalty: 5452.916016
	Iteration 3Q: 3 clusters Score -7729881 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -7730721.500000 Penalty: 5452.916016
	Iteration 4Q: 3 clusters Score -7730722 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -7731990.500000 Penalty: 5452.916016
	Iteration 5Q: 3 clusters Score -7731990 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -7734171.500000 Penalty: 5452.916016
	Iteration 6F: 3 clusters Score -7734172 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -7737576.000000 Penalty: 5452.916016
	Iteration 7F: 3 clusters Score -7737576 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7742063.500000 Penalty: 5452.916016
	Iteration 8F: 3 clusters Score -7742064 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -7746096.500000 Penalty: 5452.916016
	Iteration 9F: 3 clusters Score -7746096 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7748771.000000 Penalty: 5452.916016
	Iteration 10Q: 3 clusters Score -7748771 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7750040.000000 Penalty: 5452.916016
	Iteration 11Q: 3 clusters Score -7750040 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7750576.500000 Penalty: 5452.916016
	Iteration 12Q: 3 clusters Score -7750576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7750837.500000 Penalty: 5452.916016
	Iteration 13Q: 3 clusters Score -7750838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7750962.000000 Penalty: 5452.916016
	Iteration 14Q: 3 clusters Score -7750962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7751022.000000 Penalty: 5452.916016
	Iteration 15Q: 3 clusters Score -7751022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7751041.500000 Penalty: 5452.916016
	Iteration 16Q: 3 clusters Score -7751042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7751054.500000 Penalty: 5452.916016
	Iteration 17Q: 3 clusters Score -7751054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7751071.000000 Penalty: 5452.916016
	Iteration 18Q: 3 clusters Score -7751071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7751068.500000 Penalty: 5452.916016
	Iteration 19Q: 3 clusters Score -7751068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7751070.000000 Penalty: 5452.916016
	Iteration 20F: 3 clusters Score -7751070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7751078.000000 Penalty: 5452.916016
	Iteration 21Q: 3 clusters Score -7751078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7751092.500000 Penalty: 5452.916016
	Iteration 22Q: 3 clusters Score -7751092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7751102.000000 Penalty: 5452.916016
	Iteration 23Q: 3 clusters Score -7751102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7751107.500000 Penalty: 5452.916016
	Iteration 24Q: 3 clusters Score -7751108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7751111.500000 Penalty: 5452.916016
	Iteration 25Q: 3 clusters Score -7751112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7751108.000000 Penalty: 5452.916016
	Iteration 26Q: 3 clusters Score -7751108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7751108.000000 Penalty: 5452.916016
	Iteration 27F: 3 clusters Score -7751108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Entering Unmasked Estep 
Score: -5703589.000000 Penalty: 2638.679932
	Iteration 0F: 2 clusters Score -5703589 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 20855 members 
Entering Unmasked Estep 
Score: -5675102.000000 Penalty: 5277.359863
	Iteration 0F: 3 clusters Score -5675102 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5685593.000000 Penalty: 5277.359863
	Iteration 1F: 3 clusters Score -5685593 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5686065.500000 Penalty: 5277.359863
	Iteration 2Q: 3 clusters Score -5686066 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5686420.500000 Penalty: 5277.359863
	Iteration 3Q: 3 clusters Score -5686420 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5686749 nChanged 1182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5687006 nChanged 1182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5687278 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5687638 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5688019 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5688558 nChanged 1701
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Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5689483 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5690842 nChanged 2363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -5692660 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -5694510 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5695720 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5696300 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5696613 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5696854 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5697104 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5697332 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5697524 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5697686 nChanged 516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5697826 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5697942 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5698018 nChanged 371
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Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5698108 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5698188 nChanged 293
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Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5698232 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5698284 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5698310 nChanged 196
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Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5698343 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5698367 nChanged 155
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5698368 nChanged 123
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Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5698382 nChanged 74
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Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5698405 nChanged 68
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Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5698394 nChanged 58
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Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5698400 nChanged 57
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Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5698421 nChanged 54
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Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5698407 nChanged 60
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Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5698410 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5698398 nChanged 54
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Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5698406 nChanged 61
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Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5698404 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5698413 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5698415 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5698420 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5698422 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5698434 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5698435 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5698424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5698430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5698435 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5698444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5698440 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25472 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5698434 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5698432 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5698436 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5698430 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5698436 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5698430 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5698426 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5698436 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5698443 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5698444 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5698462 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5698475 nChanged 51
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Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5698474 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26017 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5698480 nChanged 32
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5698484 nChanged 30
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Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5698480 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5698482 nChanged 36
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Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5698488 nChanged 37
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Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5698482 nChanged 31
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Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5698498 nChanged 32
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Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5698500 nChanged 24
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Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5698499 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5698497 nChanged 28
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Mstep: Class 1 contains 26310 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5698502 nChanged 37
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Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5698503 nChanged 34
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Mstep: Class 1 contains 26379 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5698500 nChanged 47
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Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5698502 nChanged 35
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Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5698498 nChanged 35
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Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5698503 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5698502 nChanged 31
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Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5698503 nChanged 32
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5698504 nChanged 31
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Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5698515 nChanged 21
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5698517 nChanged 17
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5698514 nChanged 15
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Mstep: Class 1 contains 26667 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5698518 nChanged 23
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Mstep: Class 1 contains 26690 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5698514 nChanged 22
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5698524 nChanged 26
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5698533 nChanged 27
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Mstep: Class 1 contains 26765 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5698528 nChanged 24
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5698530 nChanged 25
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5698522 nChanged 36
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	Iteration 96Q: 3 clusters Score -5698530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5698524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5698538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5698538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5698535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5698540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5698534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5698537 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5698532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5698550 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5698544 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5698545 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5698541 nChanged 31
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Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5698546 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5698557 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5698552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5698554 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5698558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5698556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5698554 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5698550 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5698555 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5698562 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5698554 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5698556 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5698564 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5698556 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5698558 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5698563 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5698554 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5698558 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5698555 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5698550 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5698557 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5698570 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5698568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5698564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5698566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5698560 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27910 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5698564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5698564 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5698570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5698580 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5698584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5698560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5698572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5698564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5698575 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5698568 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5698580 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 13283 members 
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	Iteration 146Q: 3 clusters Score -5698589 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28546 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5698610 nChanged 80
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Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5698620 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28696 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5698631 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5698649 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28836 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5698646 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28904 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5698644 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5698636 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29026 members 
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	Iteration 154Q: 3 clusters Score -5698648 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5698665 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5698666 nChanged 88
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Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5698676 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5698689 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29437 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5698716 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29525 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5698730 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 12160 members 
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	Iteration 161Q: 3 clusters Score -5698746 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29684 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 12004 members 
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	Iteration 163Q: 3 clusters Score -5698752 nChanged 78
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Mstep: Class 1 contains 29838 members 
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	Iteration 164Q: 3 clusters Score -5698768 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29908 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5698762 nChanged 78
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5698781 nChanged 68
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Mstep: Class 1 contains 30052 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5698784 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5698774 nChanged 76
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Mstep: Class 1 contains 30196 members 
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	Iteration 169Q: 3 clusters Score -5698796 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30263 members 
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	Iteration 171Q: 3 clusters Score -5698792 nChanged 63
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	Iteration 172Q: 3 clusters Score -5698802 nChanged 80
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	Iteration 173Q: 3 clusters Score -5698814 nChanged 98
Entering Unmasked Mstep 
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	Iteration 174Q: 3 clusters Score -5698826 nChanged 86
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5698832 nChanged 82
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	Iteration 176Q: 3 clusters Score -5698840 nChanged 86
Entering Unmasked Mstep 
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	Iteration 177Q: 3 clusters Score -5698886 nChanged 85
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Entering Unmasked Mstep 
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	Iteration 179Q: 3 clusters Score -5698898 nChanged 89
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	Iteration 180F: 3 clusters Score -5698894 nChanged 92
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	Iteration 181Q: 3 clusters Score -5698893 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5699007.000000 Penalty: 5277.359863
	Iteration 189Q: 3 clusters Score -5699007 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5699020.000000 Penalty: 5277.359863
	Iteration 190Q: 3 clusters Score -5699020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5699043.500000 Penalty: 5277.359863
	Iteration 191Q: 3 clusters Score -5699044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -5699068.000000 Penalty: 5277.359863
	Iteration 192Q: 3 clusters Score -5699068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -5699101.500000 Penalty: 5277.359863
	Iteration 193Q: 3 clusters Score -5699102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5699118.500000 Penalty: 5277.359863
	Iteration 194Q: 3 clusters Score -5699118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5699153.500000 Penalty: 5277.359863
	Iteration 195Q: 3 clusters Score -5699154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -5699199.500000 Penalty: 5277.359863
	Iteration 196Q: 3 clusters Score -5699200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5699247.500000 Penalty: 5277.359863
	Iteration 197Q: 3 clusters Score -5699248 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5699285.000000 Penalty: 5277.359863
	Iteration 198Q: 3 clusters Score -5699285 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5699333.500000 Penalty: 5277.359863
	Iteration 199Q: 3 clusters Score -5699334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5699378.500000 Penalty: 5277.359863
	Iteration 200F: 3 clusters Score -5699378 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5699419.500000 Penalty: 5277.359863
	Iteration 201Q: 3 clusters Score -5699420 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5699470.000000 Penalty: 5277.359863
	Iteration 202Q: 3 clusters Score -5699470 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5699516.500000 Penalty: 5277.359863
	Iteration 203Q: 3 clusters Score -5699516 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5699542.000000 Penalty: 5277.359863
	Iteration 204Q: 3 clusters Score -5699542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -5699575.000000 Penalty: 5277.359863
	Iteration 205Q: 3 clusters Score -5699575 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5699611.000000 Penalty: 5277.359863
	Iteration 206Q: 3 clusters Score -5699611 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5699648.000000 Penalty: 5277.359863
	Iteration 207Q: 3 clusters Score -5699648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -5699674.500000 Penalty: 5277.359863
	Iteration 208Q: 3 clusters Score -5699674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5699708.500000 Penalty: 5277.359863
	Iteration 209Q: 3 clusters Score -5699708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5699751.500000 Penalty: 5277.359863
	Iteration 210Q: 3 clusters Score -5699752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5699813.500000 Penalty: 5277.359863
	Iteration 211Q: 3 clusters Score -5699814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5699867.500000 Penalty: 5277.359863
	Iteration 212Q: 3 clusters Score -5699868 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5699918.000000 Penalty: 5277.359863
	Iteration 213Q: 3 clusters Score -5699918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5699957.500000 Penalty: 5277.359863
	Iteration 214Q: 3 clusters Score -5699958 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5700022.000000 Penalty: 5277.359863
	Iteration 215Q: 3 clusters Score -5700022 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -5700074.000000 Penalty: 5277.359863
	Iteration 216Q: 3 clusters Score -5700074 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5700131.000000 Penalty: 5277.359863
	Iteration 217Q: 3 clusters Score -5700131 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -5700147.500000 Penalty: 5277.359863
	Iteration 218Q: 3 clusters Score -5700148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5700190.000000 Penalty: 5277.359863
	Iteration 219Q: 3 clusters Score -5700190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5700229.000000 Penalty: 5277.359863
	Iteration 220F: 3 clusters Score -5700229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5700245.500000 Penalty: 5277.359863
	Iteration 221Q: 3 clusters Score -5700246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5700284.000000 Penalty: 5277.359863
	Iteration 222Q: 3 clusters Score -5700284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5700321.500000 Penalty: 5277.359863
	Iteration 223Q: 3 clusters Score -5700322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5700351.500000 Penalty: 5277.359863
	Iteration 224Q: 3 clusters Score -5700352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5700382.000000 Penalty: 5277.359863
	Iteration 225Q: 3 clusters Score -5700382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5700412.000000 Penalty: 5277.359863
	Iteration 226Q: 3 clusters Score -5700412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5700434.000000 Penalty: 5277.359863
	Iteration 227Q: 3 clusters Score -5700434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5700481.500000 Penalty: 5277.359863
	Iteration 228Q: 3 clusters Score -5700482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5700519.000000 Penalty: 5277.359863
	Iteration 229Q: 3 clusters Score -5700519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5700565.000000 Penalty: 5277.359863
	Iteration 230Q: 3 clusters Score -5700565 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5700608.000000 Penalty: 5277.359863
	Iteration 231Q: 3 clusters Score -5700608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5700635.000000 Penalty: 5277.359863
	Iteration 232Q: 3 clusters Score -5700635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5700669.000000 Penalty: 5277.359863
	Iteration 233Q: 3 clusters Score -5700669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5700689.000000 Penalty: 5277.359863
	Iteration 234Q: 3 clusters Score -5700689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5700723.500000 Penalty: 5277.359863
	Iteration 235Q: 3 clusters Score -5700724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5700758.000000 Penalty: 5277.359863
	Iteration 236Q: 3 clusters Score -5700758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5700804.000000 Penalty: 5277.359863
	Iteration 237Q: 3 clusters Score -5700804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5700853.000000 Penalty: 5277.359863
	Iteration 238Q: 3 clusters Score -5700853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5700903.500000 Penalty: 5277.359863
	Iteration 239Q: 3 clusters Score -5700904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5700936.000000 Penalty: 5277.359863
	Iteration 240F: 3 clusters Score -5700936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5700981.500000 Penalty: 5277.359863
	Iteration 241Q: 3 clusters Score -5700982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5701017.500000 Penalty: 5277.359863
	Iteration 242Q: 3 clusters Score -5701018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5701056.000000 Penalty: 5277.359863
	Iteration 243Q: 3 clusters Score -5701056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5701083.500000 Penalty: 5277.359863
	Iteration 244Q: 3 clusters Score -5701084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5701111.500000 Penalty: 5277.359863
	Iteration 245Q: 3 clusters Score -5701112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5701143.000000 Penalty: 5277.359863
	Iteration 246Q: 3 clusters Score -5701143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5701171.000000 Penalty: 5277.359863
	Iteration 247Q: 3 clusters Score -5701171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5701180.000000 Penalty: 5277.359863
	Iteration 248Q: 3 clusters Score -5701180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5701192.000000 Penalty: 5277.359863
	Iteration 249Q: 3 clusters Score -5701192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5701205.500000 Penalty: 5277.359863
	Iteration 250Q: 3 clusters Score -5701206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5701210.000000 Penalty: 5277.359863
	Iteration 251Q: 3 clusters Score -5701210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5701218.500000 Penalty: 5277.359863
	Iteration 252Q: 3 clusters Score -5701218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5701219.000000 Penalty: 5277.359863
	Iteration 253Q: 3 clusters Score -5701219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5701229.500000 Penalty: 5277.359863
	Iteration 254Q: 3 clusters Score -5701230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5701235.500000 Penalty: 5277.359863
	Iteration 255Q: 3 clusters Score -5701236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5701236.000000 Penalty: 5277.359863
	Iteration 256Q: 3 clusters Score -5701236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5701237.500000 Penalty: 5277.359863
	Iteration 257Q: 3 clusters Score -5701238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5701235.500000 Penalty: 5277.359863
	Iteration 258Q: 3 clusters Score -5701236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5701236.000000 Penalty: 5277.359863
	Iteration 259Q: 3 clusters Score -5701236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5701235.500000 Penalty: 5277.359863
	Iteration 260F: 3 clusters Score -5701236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5701236.000000 Penalty: 5277.359863
	Iteration 261Q: 3 clusters Score -5701236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5701233.500000 Penalty: 5277.359863
	Iteration 262Q: 3 clusters Score -5701234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5701233.500000 Penalty: 5277.359863
	Iteration 263Q: 3 clusters Score -5701234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5701241.000000 Penalty: 5277.359863
	Iteration 264Q: 3 clusters Score -5701241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5701241.000000 Penalty: 5277.359863
	Iteration 265F: 3 clusters Score -5701241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -674545.875000 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -674545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -669821.625000 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -669821.6 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -670986.500000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -670986.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -671262.000000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -671262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -671503.437500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -671503.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -671719.625000 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -671719.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -671944.625000 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -671944.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -672150.250000 Penalty: 4251.553711
	Iteration 6F: 3 clusters Score -672150.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -672320.125000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -672320.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -672485.812500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -672485.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -672621.375000 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -672621.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -672736.000000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -672736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -672826.187500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -672826.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -672908.875000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -672908.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -672979.437500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -672979.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -673028.437500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -673028.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -673062.125000 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -673062.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -673091.125000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -673091.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -673113.812500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -673113.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -673131.000000 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -673131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -673137.062500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -673137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -673141.750000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -673141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -673143.687500 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -673143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -673147.937500 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -673147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -673150.687500 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -673150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -673150.687500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -673150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -673150.687500 Penalty: 4251.553711
	Iteration 25F: 3 clusters Score -673150.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Entering Unmasked Estep 
Score: -16652148.000000 Penalty: 2907.245605
	Iteration 0F: 2 clusters Score -1.665215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -16569637.000000 Penalty: 5814.491211
	Iteration 0F: 3 clusters Score -1.656964e+07 nChanged 58680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -16603733.000000 Penalty: 5814.491211
	Iteration 1F: 3 clusters Score -1.660373e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -16605228.000000 Penalty: 5814.491211
	Iteration 2Q: 3 clusters Score -1.660523e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -16607719.000000 Penalty: 5814.491211
	Iteration 3Q: 3 clusters Score -1.660772e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -16612335.000000 Penalty: 5814.491211
	Iteration 4F: 3 clusters Score -1.661234e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -16620071.000000 Penalty: 5814.491211
	Iteration 5F: 3 clusters Score -1.662007e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -16630257.000000 Penalty: 5814.491211
	Iteration 6F: 3 clusters Score -1.663026e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -16640039.000000 Penalty: 5814.491211
	Iteration 7F: 3 clusters Score -1.664004e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -16645847.000000 Penalty: 5814.491211
	Iteration 8Q: 3 clusters Score -1.664585e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -16648181.000000 Penalty: 5814.491211
	Iteration 9Q: 3 clusters Score -1.664818e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -16648997.000000 Penalty: 5814.491211
	Iteration 10Q: 3 clusters Score -1.6649e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -16649220.000000 Penalty: 5814.491211
	Iteration 11Q: 3 clusters Score -1.664922e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -16649361.000000 Penalty: 5814.491211
	Iteration 12Q: 3 clusters Score -1.664936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -16649403.000000 Penalty: 5814.491211
	Iteration 13Q: 3 clusters Score -1.66494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 123107 members 
Entering Unmasked Estep 
Score: -16649454.000000 Penalty: 5814.491211
	Iteration 14Q: 3 clusters Score -1.664945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 123114 members 
Entering Unmasked Estep 
Score: -16649474.000000 Penalty: 5814.491211
	Iteration 15Q: 3 clusters Score -1.664947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 123123 members 
Entering Unmasked Estep 
Score: -16649488.000000 Penalty: 5814.491211
	Iteration 16Q: 3 clusters Score -1.664949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -16649508.000000 Penalty: 5814.491211
	Iteration 17Q: 3 clusters Score -1.664951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -16649514.000000 Penalty: 5814.491211
	Iteration 18Q: 3 clusters Score -1.664951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -16649519.000000 Penalty: 5814.491211
	Iteration 19Q: 3 clusters Score -1.664952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -16649519.000000 Penalty: 5814.491211
	Iteration 20F: 3 clusters Score -1.664952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 283 members 
Entering Unmasked Estep 
Score: -64041.000000 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64352.476562 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64352.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64540.296875 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64540.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64728.718750 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64728.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64921.132812 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64921.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65016.968750 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -65016.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65066.949219 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65066.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65098.230469 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -65098.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65136.808594 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -65136.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65165.742188 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -65165.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65205.277344 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -65205.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65262.960938 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -65262.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65332.218750 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -65332.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65454.039062 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -65454.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65613.937500 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -65613.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65825.203125 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -65825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65910.835938 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -65910.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65937.125000 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -65937.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65956.406250 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -65956.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65987.375000 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -65987.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66133.242188 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -66133.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66154.492188 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -66154.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66154.492188 Penalty: 3143.942627
	Iteration 22F: 3 clusters Score -66154.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 41766 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 123348 members 
Mstep: Class 5 contains 181 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 157192 members 
Mstep: Class 9 contains 187310 members 
Mstep: Class 10 contains 43013 members 
Mstep: Class 11 contains 168903 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 162027 members 
Mstep: Class 20 contains 144303 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 59356 members 
Entering Unmasked Estep 
Score: -180339488.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180340640.000000 to -180339488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -39383.566406 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -39383.57 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 182 members 
Entering Unmasked Estep 
Score: -38026.976562 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -38026.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38194.402344 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -38194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38247.082031 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -38247.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38301.207031 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -38301.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38332.972656 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -38332.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38353.132812 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -38353.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38359.332031 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -38359.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38359.332031 Penalty: 2902.692383
	Iteration 7F: 3 clusters Score -38359.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Entering Unmasked Estep 
Score: -2216158.500000 Penalty: 2425.135986
	Iteration 0F: 2 clusters Score -2216158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2203508.750000 Penalty: 4850.271973
	Iteration 0F: 3 clusters Score -2203509 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2207945.500000 Penalty: 4850.271973
	Iteration 1F: 3 clusters Score -2207946 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2208948.250000 Penalty: 4850.271973
	Iteration 2F: 3 clusters Score -2208948 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2210209.750000 Penalty: 4850.271973
	Iteration 3F: 3 clusters Score -2210210 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2211588.750000 Penalty: 4850.271973
	Iteration 4F: 3 clusters Score -2211589 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2212704.000000 Penalty: 4850.271973
	Iteration 5F: 3 clusters Score -2212704 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2213391.000000 Penalty: 4850.271973
	Iteration 6F: 3 clusters Score -2213391 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2213902.500000 Penalty: 4850.271973
	Iteration 7Q: 3 clusters Score -2213902 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2214332.000000 Penalty: 4850.271973
	Iteration 8Q: 3 clusters Score -2214332 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2214679.500000 Penalty: 4850.271973
	Iteration 9Q: 3 clusters Score -2214680 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2214991.250000 Penalty: 4850.271973
	Iteration 10Q: 3 clusters Score -2214991 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2215215.000000 Penalty: 4850.271973
	Iteration 11Q: 3 clusters Score -2215215 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2215384.000000 Penalty: 4850.271973
	Iteration 12Q: 3 clusters Score -2215384 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2215501.500000 Penalty: 4850.271973
	Iteration 13Q: 3 clusters Score -2215502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2215584.500000 Penalty: 4850.271973
	Iteration 14Q: 3 clusters Score -2215584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2215648.000000 Penalty: 4850.271973
	Iteration 15Q: 3 clusters Score -2215648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2215684.250000 Penalty: 4850.271973
	Iteration 16Q: 3 clusters Score -2215684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2215710.000000 Penalty: 4850.271973
	Iteration 17Q: 3 clusters Score -2215710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2215726.000000 Penalty: 4850.271973
	Iteration 18Q: 3 clusters Score -2215726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2215745.000000 Penalty: 4850.271973
	Iteration 19Q: 3 clusters Score -2215745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2215759.250000 Penalty: 4850.271973
	Iteration 20F: 3 clusters Score -2215759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2215767.500000 Penalty: 4850.271973
	Iteration 21Q: 3 clusters Score -2215768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2215771.000000 Penalty: 4850.271973
	Iteration 22Q: 3 clusters Score -2215771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2215778.000000 Penalty: 4850.271973
	Iteration 23Q: 3 clusters Score -2215778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2215781.000000 Penalty: 4850.271973
	Iteration 24Q: 3 clusters Score -2215781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2215781.500000 Penalty: 4850.271973
	Iteration 25Q: 3 clusters Score -2215782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2215785.500000 Penalty: 4850.271973
	Iteration 26Q: 3 clusters Score -2215786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2215788.750000 Penalty: 4850.271973
	Iteration 27Q: 3 clusters Score -2215789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2215793.500000 Penalty: 4850.271973
	Iteration 28Q: 3 clusters Score -2215794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2215796.750000 Penalty: 4850.271973
	Iteration 29Q: 3 clusters Score -2215797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2215797.500000 Penalty: 4850.271973
	Iteration 30Q: 3 clusters Score -2215798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2215798.000000 Penalty: 4850.271973
	Iteration 31Q: 3 clusters Score -2215798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2215803.500000 Penalty: 4850.271973
	Iteration 32Q: 3 clusters Score -2215804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2215801.750000 Penalty: 4850.271973
	Iteration 33Q: 3 clusters Score -2215802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2215799.000000 Penalty: 4850.271973
	Iteration 34Q: 3 clusters Score -2215799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2215800.500000 Penalty: 4850.271973
	Iteration 35Q: 3 clusters Score -2215800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2215803.500000 Penalty: 4850.271973
	Iteration 36Q: 3 clusters Score -2215804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2215802.750000 Penalty: 4850.271973
	Iteration 37Q: 3 clusters Score -2215803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2215808.250000 Penalty: 4850.271973
	Iteration 38Q: 3 clusters Score -2215808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2215808.250000 Penalty: 4850.271973
	Iteration 39Q: 3 clusters Score -2215808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2215812.750000 Penalty: 4850.271973
	Iteration 40F: 3 clusters Score -2215813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2215821.000000 Penalty: 4850.271973
	Iteration 41Q: 3 clusters Score -2215821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2215822.250000 Penalty: 4850.271973
	Iteration 42Q: 3 clusters Score -2215822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2215827.250000 Penalty: 4850.271973
	Iteration 43Q: 3 clusters Score -2215827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2215829.250000 Penalty: 4850.271973
	Iteration 44Q: 3 clusters Score -2215829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2215828.000000 Penalty: 4850.271973
	Iteration 45Q: 3 clusters Score -2215828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2215830.250000 Penalty: 4850.271973
	Iteration 46Q: 3 clusters Score -2215830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2215832.500000 Penalty: 4850.271973
	Iteration 47Q: 3 clusters Score -2215832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2215832.750000 Penalty: 4850.271973
	Iteration 48Q: 3 clusters Score -2215833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2215830.750000 Penalty: 4850.271973
	Iteration 49Q: 3 clusters Score -2215831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2215824.750000 Penalty: 4850.271973
	Iteration 50Q: 3 clusters Score -2215825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2215828.250000 Penalty: 4850.271973
	Iteration 51Q: 3 clusters Score -2215828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2215826.250000 Penalty: 4850.271973
	Iteration 52Q: 3 clusters Score -2215826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2215828.750000 Penalty: 4850.271973
	Iteration 53Q: 3 clusters Score -2215829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2215826.750000 Penalty: 4850.271973
	Iteration 54Q: 3 clusters Score -2215827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2215829.000000 Penalty: 4850.271973
	Iteration 55Q: 3 clusters Score -2215829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2215828.500000 Penalty: 4850.271973
	Iteration 56Q: 3 clusters Score -2215828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2215828.500000 Penalty: 4850.271973
	Iteration 57F: 3 clusters Score -2215828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Entering Unmasked Estep 
Score: -21039852.000000 Penalty: 2967.375488
	Iteration 0F: 2 clusters Score -2.103985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -20936994.000000 Penalty: 5934.750977
	Iteration 0F: 3 clusters Score -2.093699e+07 nChanged 75160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -20981154.000000 Penalty: 5934.750977
	Iteration 1F: 3 clusters Score -2.098115e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -20982942.000000 Penalty: 5934.750977
	Iteration 2Q: 3 clusters Score -2.098294e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -20985412.000000 Penalty: 5934.750977
	Iteration 3Q: 3 clusters Score -2.098541e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -20989142.000000 Penalty: 5934.750977
	Iteration 4F: 3 clusters Score -2.098914e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -20994978.000000 Penalty: 5934.750977
	Iteration 5F: 3 clusters Score -2.099498e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -21002966.000000 Penalty: 5934.750977
	Iteration 6F: 3 clusters Score -2.100297e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -21013298.000000 Penalty: 5934.750977
	Iteration 7F: 3 clusters Score -2.10133e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -21023260.000000 Penalty: 5934.750977
	Iteration 8F: 3 clusters Score -2.102326e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -21028118.000000 Penalty: 5934.750977
	Iteration 9Q: 3 clusters Score -2.102812e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -21029594.000000 Penalty: 5934.750977
	Iteration 10Q: 3 clusters Score -2.102959e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -21030506.000000 Penalty: 5934.750977
	Iteration 11Q: 3 clusters Score -2.103051e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -21031200.000000 Penalty: 5934.750977
	Iteration 12Q: 3 clusters Score -2.10312e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 116208 members 
Entering Unmasked Estep 
Score: -21031870.000000 Penalty: 5934.750977
	Iteration 13Q: 3 clusters Score -2.103187e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -21032392.000000 Penalty: 5934.750977
	Iteration 14Q: 3 clusters Score -2.103239e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -21032920.000000 Penalty: 5934.750977
	Iteration 15Q: 3 clusters Score -2.103292e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -21033456.000000 Penalty: 5934.750977
	Iteration 16Q: 3 clusters Score -2.103346e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 123196 members 
Entering Unmasked Estep 
Score: -21034082.000000 Penalty: 5934.750977
	Iteration 17Q: 3 clusters Score -2.103408e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -21034456.000000 Penalty: 5934.750977
	Iteration 18Q: 3 clusters Score -2.103446e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 126274 members 
Entering Unmasked Estep 
Score: -21034864.000000 Penalty: 5934.750977
	Iteration 19Q: 3 clusters Score -2.103486e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -21035242.000000 Penalty: 5934.750977
	Iteration 20F: 3 clusters Score -2.103524e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -21035666.000000 Penalty: 5934.750977
	Iteration 21Q: 3 clusters Score -2.103567e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -21036170.000000 Penalty: 5934.750977
	Iteration 22Q: 3 clusters Score -2.103617e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -21036460.000000 Penalty: 5934.750977
	Iteration 23Q: 3 clusters Score -2.103646e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -21036936.000000 Penalty: 5934.750977
	Iteration 24Q: 3 clusters Score -2.103694e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 134784 members 
Entering Unmasked Estep 
Score: -21037442.000000 Penalty: 5934.750977
	Iteration 25Q: 3 clusters Score -2.103744e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -21037908.000000 Penalty: 5934.750977
	Iteration 26Q: 3 clusters Score -2.103791e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -21038170.000000 Penalty: 5934.750977
	Iteration 27Q: 3 clusters Score -2.103817e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -21038412.000000 Penalty: 5934.750977
	Iteration 28Q: 3 clusters Score -2.103841e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -21038662.000000 Penalty: 5934.750977
	Iteration 29Q: 3 clusters Score -2.103866e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 140774 members 
Entering Unmasked Estep 
Score: -21038942.000000 Penalty: 5934.750977
	Iteration 30Q: 3 clusters Score -2.103894e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 141850 members 
Entering Unmasked Estep 
Score: -21039084.000000 Penalty: 5934.750977
	Iteration 31Q: 3 clusters Score -2.103908e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 142846 members 
Entering Unmasked Estep 
Score: -21039214.000000 Penalty: 5934.750977
	Iteration 32Q: 3 clusters Score -2.103921e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -21039326.000000 Penalty: 5934.750977
	Iteration 33Q: 3 clusters Score -2.103933e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -21039482.000000 Penalty: 5934.750977
	Iteration 34Q: 3 clusters Score -2.103948e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -21039492.000000 Penalty: 5934.750977
	Iteration 35Q: 3 clusters Score -2.103949e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 146075 members 
Entering Unmasked Estep 
Score: -21039542.000000 Penalty: 5934.750977
	Iteration 36Q: 3 clusters Score -2.103954e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -21039594.000000 Penalty: 5934.750977
	Iteration 37Q: 3 clusters Score -2.103959e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -21039462.000000 Penalty: 5934.750977
	Iteration 38Q: 3 clusters Score -2.103946e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -21039476.000000 Penalty: 5934.750977
	Iteration 39Q: 3 clusters Score -2.103948e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -21039402.000000 Penalty: 5934.750977
	Iteration 40F: 3 clusters Score -2.10394e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -21039426.000000 Penalty: 5934.750977
	Iteration 41Q: 3 clusters Score -2.103943e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -21039442.000000 Penalty: 5934.750977
	Iteration 42Q: 3 clusters Score -2.103944e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 149011 members 
Entering Unmasked Estep 
Score: -21039386.000000 Penalty: 5934.750977
	Iteration 43Q: 3 clusters Score -2.103939e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -21039266.000000 Penalty: 5934.750977
	Iteration 44Q: 3 clusters Score -2.103927e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -21039256.000000 Penalty: 5934.750977
	Iteration 45Q: 3 clusters Score -2.103926e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 149818 members 
Entering Unmasked Estep 
Score: -21039248.000000 Penalty: 5934.750977
	Iteration 46Q: 3 clusters Score -2.103925e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -21039244.000000 Penalty: 5934.750977
	Iteration 47Q: 3 clusters Score -2.103924e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -21039242.000000 Penalty: 5934.750977
	Iteration 48Q: 3 clusters Score -2.103924e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 150530 members 
Entering Unmasked Estep 
Score: -21039194.000000 Penalty: 5934.750977
	Iteration 49Q: 3 clusters Score -2.103919e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -21039226.000000 Penalty: 5934.750977
	Iteration 50Q: 3 clusters Score -2.103923e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 150922 members 
Entering Unmasked Estep 
Score: -21039144.000000 Penalty: 5934.750977
	Iteration 51Q: 3 clusters Score -2.103914e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 151113 members 
Entering Unmasked Estep 
Score: -21039176.000000 Penalty: 5934.750977
	Iteration 52Q: 3 clusters Score -2.103918e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -21039136.000000 Penalty: 5934.750977
	Iteration 53Q: 3 clusters Score -2.103914e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -21039134.000000 Penalty: 5934.750977
	Iteration 54Q: 3 clusters Score -2.103913e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -21039098.000000 Penalty: 5934.750977
	Iteration 55Q: 3 clusters Score -2.10391e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 151731 members 
Entering Unmasked Estep 
Score: -21039152.000000 Penalty: 5934.750977
	Iteration 56Q: 3 clusters Score -2.103915e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 151865 members 
Entering Unmasked Estep 
Score: -21039144.000000 Penalty: 5934.750977
	Iteration 57Q: 3 clusters Score -2.103914e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 151997 members 
Entering Unmasked Estep 
Score: -21039124.000000 Penalty: 5934.750977
	Iteration 58Q: 3 clusters Score -2.103912e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -21039126.000000 Penalty: 5934.750977
	Iteration 59Q: 3 clusters Score -2.103913e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 152218 members 
Entering Unmasked Estep 
Score: -21039134.000000 Penalty: 5934.750977
	Iteration 60F: 3 clusters Score -2.103913e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -21039084.000000 Penalty: 5934.750977
	Iteration 61Q: 3 clusters Score -2.103908e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -21039082.000000 Penalty: 5934.750977
	Iteration 62Q: 3 clusters Score -2.103908e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -21039010.000000 Penalty: 5934.750977
	Iteration 63Q: 3 clusters Score -2.103901e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -21039010.000000 Penalty: 5934.750977
	Iteration 64Q: 3 clusters Score -2.103901e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -21039032.000000 Penalty: 5934.750977
	Iteration 65Q: 3 clusters Score -2.103903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 152665 members 
Entering Unmasked Estep 
Score: -21039042.000000 Penalty: 5934.750977
	Iteration 66Q: 3 clusters Score -2.103904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 152724 members 
Entering Unmasked Estep 
Score: -21039028.000000 Penalty: 5934.750977
	Iteration 67Q: 3 clusters Score -2.103903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 152768 members 
Entering Unmasked Estep 
Score: -21039008.000000 Penalty: 5934.750977
	Iteration 68Q: 3 clusters Score -2.103901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 152814 members 
Entering Unmasked Estep 
Score: -21038978.000000 Penalty: 5934.750977
	Iteration 69Q: 3 clusters Score -2.103898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -21038960.000000 Penalty: 5934.750977
	Iteration 70Q: 3 clusters Score -2.103896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 152893 members 
Entering Unmasked Estep 
Score: -21038970.000000 Penalty: 5934.750977
	Iteration 71Q: 3 clusters Score -2.103897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -21038952.000000 Penalty: 5934.750977
	Iteration 72Q: 3 clusters Score -2.103895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -21038926.000000 Penalty: 5934.750977
	Iteration 73Q: 3 clusters Score -2.103893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -21038918.000000 Penalty: 5934.750977
	Iteration 74Q: 3 clusters Score -2.103892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -21038912.000000 Penalty: 5934.750977
	Iteration 75Q: 3 clusters Score -2.103891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 153065 members 
Entering Unmasked Estep 
Score: -21038894.000000 Penalty: 5934.750977
	Iteration 76Q: 3 clusters Score -2.103889e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -21038906.000000 Penalty: 5934.750977
	Iteration 77Q: 3 clusters Score -2.103891e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 153155 members 
Entering Unmasked Estep 
Score: -21038932.000000 Penalty: 5934.750977
	Iteration 78Q: 3 clusters Score -2.103893e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -21038908.000000 Penalty: 5934.750977
	Iteration 79Q: 3 clusters Score -2.103891e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -21038910.000000 Penalty: 5934.750977
	Iteration 80F: 3 clusters Score -2.103891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 153276 members 
Entering Unmasked Estep 
Score: -21038930.000000 Penalty: 5934.750977
	Iteration 81Q: 3 clusters Score -2.103893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 153319 members 
Entering Unmasked Estep 
Score: -21038938.000000 Penalty: 5934.750977
	Iteration 82Q: 3 clusters Score -2.103894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -21038946.000000 Penalty: 5934.750977
	Iteration 83Q: 3 clusters Score -2.103895e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -21038918.000000 Penalty: 5934.750977
	Iteration 84Q: 3 clusters Score -2.103892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -21038926.000000 Penalty: 5934.750977
	Iteration 85Q: 3 clusters Score -2.103893e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -21038910.000000 Penalty: 5934.750977
	Iteration 86Q: 3 clusters Score -2.103891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -21038918.000000 Penalty: 5934.750977
	Iteration 87Q: 3 clusters Score -2.103892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -21038898.000000 Penalty: 5934.750977
	Iteration 88Q: 3 clusters Score -2.10389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -21038888.000000 Penalty: 5934.750977
	Iteration 89Q: 3 clusters Score -2.103889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -21038892.000000 Penalty: 5934.750977
	Iteration 90Q: 3 clusters Score -2.103889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 153591 members 
Entering Unmasked Estep 
Score: -21038888.000000 Penalty: 5934.750977
	Iteration 91Q: 3 clusters Score -2.103889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -21038864.000000 Penalty: 5934.750977
	Iteration 92Q: 3 clusters Score -2.103886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 153614 members 
Entering Unmasked Estep 
Score: -21038868.000000 Penalty: 5934.750977
	Iteration 93Q: 3 clusters Score -2.103887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -21038886.000000 Penalty: 5934.750977
	Iteration 94Q: 3 clusters Score -2.103889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -21038878.000000 Penalty: 5934.750977
	Iteration 95Q: 3 clusters Score -2.103888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 96Q: 3 clusters Score -2.103884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -21038866.000000 Penalty: 5934.750977
	Iteration 97Q: 3 clusters Score -2.103887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -21038854.000000 Penalty: 5934.750977
	Iteration 98Q: 3 clusters Score -2.103885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 153691 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5934.750977
	Iteration 99Q: 3 clusters Score -2.103886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -21038848.000000 Penalty: 5934.750977
	Iteration 100F: 3 clusters Score -2.103885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -21038850.000000 Penalty: 5934.750977
	Iteration 101Q: 3 clusters Score -2.103885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -21038854.000000 Penalty: 5934.750977
	Iteration 102Q: 3 clusters Score -2.103885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 103Q: 3 clusters Score -2.103884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -21038850.000000 Penalty: 5934.750977
	Iteration 104Q: 3 clusters Score -2.103885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 153732 members 
Entering Unmasked Estep 
Score: -21038856.000000 Penalty: 5934.750977
	Iteration 105Q: 3 clusters Score -2.103886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5934.750977
	Iteration 106Q: 3 clusters Score -2.103886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -21038862.000000 Penalty: 5934.750977
	Iteration 107Q: 3 clusters Score -2.103886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -21038856.000000 Penalty: 5934.750977
	Iteration 108Q: 3 clusters Score -2.103886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 153744 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 109Q: 3 clusters Score -2.103884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5934.750977
	Iteration 110Q: 3 clusters Score -2.103886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -21038848.000000 Penalty: 5934.750977
	Iteration 111Q: 3 clusters Score -2.103885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 153757 members 
Entering Unmasked Estep 
Score: -21038856.000000 Penalty: 5934.750977
	Iteration 112Q: 3 clusters Score -2.103886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -21038844.000000 Penalty: 5934.750977
	Iteration 113Q: 3 clusters Score -2.103884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -21038852.000000 Penalty: 5934.750977
	Iteration 114Q: 3 clusters Score -2.103885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -21038854.000000 Penalty: 5934.750977
	Iteration 115Q: 3 clusters Score -2.103885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -21038838.000000 Penalty: 5934.750977
	Iteration 116Q: 3 clusters Score -2.103884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -21038860.000000 Penalty: 5934.750977
	Iteration 117Q: 3 clusters Score -2.103886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -21038854.000000 Penalty: 5934.750977
	Iteration 118Q: 3 clusters Score -2.103885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -21038856.000000 Penalty: 5934.750977
	Iteration 119Q: 3 clusters Score -2.103886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -21038878.000000 Penalty: 5934.750977
	Iteration 120F: 3 clusters Score -2.103888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -21038862.000000 Penalty: 5934.750977
	Iteration 121Q: 3 clusters Score -2.103886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -21038878.000000 Penalty: 5934.750977
	Iteration 122Q: 3 clusters Score -2.103888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -21038846.000000 Penalty: 5934.750977
	Iteration 123Q: 3 clusters Score -2.103885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 124Q: 3 clusters Score -2.103884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -21038842.000000 Penalty: 5934.750977
	Iteration 125Q: 3 clusters Score -2.103884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -21038860.000000 Penalty: 5934.750977
	Iteration 126Q: 3 clusters Score -2.103886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21038868.000000 Penalty: 5934.750977
	Iteration 127Q: 3 clusters Score -2.103887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5934.750977
	Iteration 128Q: 3 clusters Score -2.103886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -21038864.000000 Penalty: 5934.750977
	Iteration 129Q: 3 clusters Score -2.103886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -21038884.000000 Penalty: 5934.750977
	Iteration 130Q: 3 clusters Score -2.103888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -21038850.000000 Penalty: 5934.750977
	Iteration 131Q: 3 clusters Score -2.103885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -21038846.000000 Penalty: 5934.750977
	Iteration 132Q: 3 clusters Score -2.103885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 133Q: 3 clusters Score -2.103884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -21038850.000000 Penalty: 5934.750977
	Iteration 134Q: 3 clusters Score -2.103885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5934.750977
	Iteration 135Q: 3 clusters Score -2.103886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 153992 members 
Entering Unmasked Estep 
Score: -21038856.000000 Penalty: 5934.750977
	Iteration 136Q: 3 clusters Score -2.103886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -21038844.000000 Penalty: 5934.750977
	Iteration 137Q: 3 clusters Score -2.103884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -21038838.000000 Penalty: 5934.750977
	Iteration 138Q: 3 clusters Score -2.103884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -21038844.000000 Penalty: 5934.750977
	Iteration 139Q: 3 clusters Score -2.103884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 140F: 3 clusters Score -2.103884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 141Q: 3 clusters Score -2.103884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -21038838.000000 Penalty: 5934.750977
	Iteration 142Q: 3 clusters Score -2.103884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 154024 members 
Entering Unmasked Estep 
Score: -21038846.000000 Penalty: 5934.750977
	Iteration 143Q: 3 clusters Score -2.103885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -21038842.000000 Penalty: 5934.750977
	Iteration 144Q: 3 clusters Score -2.103884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -21038832.000000 Penalty: 5934.750977
	Iteration 145Q: 3 clusters Score -2.103883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 146Q: 3 clusters Score -2.103884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -21038844.000000 Penalty: 5934.750977
	Iteration 147Q: 3 clusters Score -2.103884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -21038840.000000 Penalty: 5934.750977
	Iteration 148Q: 3 clusters Score -2.103884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -21038838.000000 Penalty: 5934.750977
	Iteration 149Q: 3 clusters Score -2.103884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -21038830.000000 Penalty: 5934.750977
	Iteration 150Q: 3 clusters Score -2.103883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -21038822.000000 Penalty: 5934.750977
	Iteration 151Q: 3 clusters Score -2.103882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -21038820.000000 Penalty: 5934.750977
	Iteration 152Q: 3 clusters Score -2.103882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -21038816.000000 Penalty: 5934.750977
	Iteration 153Q: 3 clusters Score -2.103882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21038810.000000 Penalty: 5934.750977
	Iteration 154Q: 3 clusters Score -2.103881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -21038810.000000 Penalty: 5934.750977
	Iteration 155F: 3 clusters Score -2.103881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187310 members 
Entering Unmasked Estep 
Score: -25295666.000000 Penalty: 3010.848877
	Iteration 0F: 2 clusters Score -2.529567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -25186794.000000 Penalty: 6021.697754
	Iteration 0F: 3 clusters Score -2.518679e+07 nChanged 90011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -25239164.000000 Penalty: 6021.697754
	Iteration 1F: 3 clusters Score -2.523916e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -25240916.000000 Penalty: 6021.697754
	Iteration 2Q: 3 clusters Score -2.524092e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 105740 members 
Entering Unmasked Estep 
Score: -25243336.000000 Penalty: 6021.697754
	Iteration 3Q: 3 clusters Score -2.524334e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -25247760.000000 Penalty: 6021.697754
	Iteration 4F: 3 clusters Score -2.524776e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -25255890.000000 Penalty: 6021.697754
	Iteration 5F: 3 clusters Score -2.525589e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -25268710.000000 Penalty: 6021.697754
	Iteration 6F: 3 clusters Score -2.526871e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -25281938.000000 Penalty: 6021.697754
	Iteration 7F: 3 clusters Score -2.528194e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -25290594.000000 Penalty: 6021.697754
	Iteration 8F: 3 clusters Score -2.529059e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 165739 members 
Entering Unmasked Estep 
Score: -25294640.000000 Penalty: 6021.697754
	Iteration 9Q: 3 clusters Score -2.529464e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -25296280.000000 Penalty: 6021.697754
	Iteration 10Q: 3 clusters Score -2.529628e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 170684 members 
Entering Unmasked Estep 
Score: -25296774.000000 Penalty: 6021.697754
	Iteration 11Q: 3 clusters Score -2.529677e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -25296994.000000 Penalty: 6021.697754
	Iteration 12Q: 3 clusters Score -2.529699e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -25297080.000000 Penalty: 6021.697754
	Iteration 13Q: 3 clusters Score -2.529708e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -25297096.000000 Penalty: 6021.697754
	Iteration 14Q: 3 clusters Score -2.52971e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 176814 members 
Entering Unmasked Estep 
Score: -25297162.000000 Penalty: 6021.697754
	Iteration 15Q: 3 clusters Score -2.529716e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 178061 members 
Entering Unmasked Estep 
Score: -25296904.000000 Penalty: 6021.697754
	Iteration 16Q: 3 clusters Score -2.52969e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -25296776.000000 Penalty: 6021.697754
	Iteration 17Q: 3 clusters Score -2.529678e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 180022 members 
Entering Unmasked Estep 
Score: -25296504.000000 Penalty: 6021.697754
	Iteration 18Q: 3 clusters Score -2.52965e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 180788 members 
Entering Unmasked Estep 
Score: -25296340.000000 Penalty: 6021.697754
	Iteration 19Q: 3 clusters Score -2.529634e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -25296176.000000 Penalty: 6021.697754
	Iteration 20F: 3 clusters Score -2.529618e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 182022 members 
Entering Unmasked Estep 
Score: -25296014.000000 Penalty: 6021.697754
	Iteration 21Q: 3 clusters Score -2.529601e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 182511 members 
Entering Unmasked Estep 
Score: -25295846.000000 Penalty: 6021.697754
	Iteration 22Q: 3 clusters Score -2.529585e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 182935 members 
Entering Unmasked Estep 
Score: -25295714.000000 Penalty: 6021.697754
	Iteration 23Q: 3 clusters Score -2.529571e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -25295660.000000 Penalty: 6021.697754
	Iteration 24Q: 3 clusters Score -2.529566e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -25295550.000000 Penalty: 6021.697754
	Iteration 25Q: 3 clusters Score -2.529555e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 183913 members 
Entering Unmasked Estep 
Score: -25295442.000000 Penalty: 6021.697754
	Iteration 26Q: 3 clusters Score -2.529544e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -25295288.000000 Penalty: 6021.697754
	Iteration 27Q: 3 clusters Score -2.529529e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 184310 members 
Entering Unmasked Estep 
Score: -25295236.000000 Penalty: 6021.697754
	Iteration 28Q: 3 clusters Score -2.529524e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -25295154.000000 Penalty: 6021.697754
	Iteration 29Q: 3 clusters Score -2.529515e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 184627 members 
Entering Unmasked Estep 
Score: -25295092.000000 Penalty: 6021.697754
	Iteration 30Q: 3 clusters Score -2.529509e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -25295074.000000 Penalty: 6021.697754
	Iteration 31Q: 3 clusters Score -2.529507e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 184860 members 
Entering Unmasked Estep 
Score: -25295002.000000 Penalty: 6021.697754
	Iteration 32Q: 3 clusters Score -2.5295e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -25294938.000000 Penalty: 6021.697754
	Iteration 33Q: 3 clusters Score -2.529494e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 185038 members 
Entering Unmasked Estep 
Score: -25294960.000000 Penalty: 6021.697754
	Iteration 34Q: 3 clusters Score -2.529496e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -25294944.000000 Penalty: 6021.697754
	Iteration 35Q: 3 clusters Score -2.529494e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 185182 members 
Entering Unmasked Estep 
Score: -25294940.000000 Penalty: 6021.697754
	Iteration 36Q: 3 clusters Score -2.529494e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 185242 members 
Entering Unmasked Estep 
Score: -25294918.000000 Penalty: 6021.697754
	Iteration 37Q: 3 clusters Score -2.529492e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -25294878.000000 Penalty: 6021.697754
	Iteration 38Q: 3 clusters Score -2.529488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 185342 members 
Entering Unmasked Estep 
Score: -25294882.000000 Penalty: 6021.697754
	Iteration 39Q: 3 clusters Score -2.529488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 185380 members 
Entering Unmasked Estep 
Score: -25294906.000000 Penalty: 6021.697754
	Iteration 40F: 3 clusters Score -2.529491e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -25294874.000000 Penalty: 6021.697754
	Iteration 41Q: 3 clusters Score -2.529487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 185445 members 
Entering Unmasked Estep 
Score: -25294850.000000 Penalty: 6021.697754
	Iteration 42Q: 3 clusters Score -2.529485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -25294838.000000 Penalty: 6021.697754
	Iteration 43Q: 3 clusters Score -2.529484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 185493 members 
Entering Unmasked Estep 
Score: -25294840.000000 Penalty: 6021.697754
	Iteration 44Q: 3 clusters Score -2.529484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 185514 members 
Entering Unmasked Estep 
Score: -25294842.000000 Penalty: 6021.697754
	Iteration 45Q: 3 clusters Score -2.529484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -25294806.000000 Penalty: 6021.697754
	Iteration 46Q: 3 clusters Score -2.529481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -25294798.000000 Penalty: 6021.697754
	Iteration 47Q: 3 clusters Score -2.52948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 185549 members 
Entering Unmasked Estep 
Score: -25294794.000000 Penalty: 6021.697754
	Iteration 48Q: 3 clusters Score -2.529479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 185557 members 
Entering Unmasked Estep 
Score: -25294768.000000 Penalty: 6021.697754
	Iteration 49Q: 3 clusters Score -2.529477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 185566 members 
Entering Unmasked Estep 
Score: -25294752.000000 Penalty: 6021.697754
	Iteration 50Q: 3 clusters Score -2.529475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 185576 members 
Entering Unmasked Estep 
Score: -25294780.000000 Penalty: 6021.697754
	Iteration 51Q: 3 clusters Score -2.529478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -25294756.000000 Penalty: 6021.697754
	Iteration 52Q: 3 clusters Score -2.529476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 185591 members 
Entering Unmasked Estep 
Score: -25294778.000000 Penalty: 6021.697754
	Iteration 53Q: 3 clusters Score -2.529478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -25294774.000000 Penalty: 6021.697754
	Iteration 54Q: 3 clusters Score -2.529477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 185609 members 
Entering Unmasked Estep 
Score: -25294772.000000 Penalty: 6021.697754
	Iteration 55Q: 3 clusters Score -2.529477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -25294778.000000 Penalty: 6021.697754
	Iteration 56Q: 3 clusters Score -2.529478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -25294778.000000 Penalty: 6021.697754
	Iteration 57Q: 3 clusters Score -2.529478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 185626 members 
Entering Unmasked Estep 
Score: -25294766.000000 Penalty: 6021.697754
	Iteration 58Q: 3 clusters Score -2.529477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 185631 members 
Entering Unmasked Estep 
Score: -25294782.000000 Penalty: 6021.697754
	Iteration 59Q: 3 clusters Score -2.529478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -25294762.000000 Penalty: 6021.697754
	Iteration 60F: 3 clusters Score -2.529476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 185637 members 
Entering Unmasked Estep 
Score: -25294764.000000 Penalty: 6021.697754
	Iteration 61Q: 3 clusters Score -2.529476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -25294754.000000 Penalty: 6021.697754
	Iteration 62Q: 3 clusters Score -2.529475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 185648 members 
Entering Unmasked Estep 
Score: -25294768.000000 Penalty: 6021.697754
	Iteration 63Q: 3 clusters Score -2.529477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -25294742.000000 Penalty: 6021.697754
	Iteration 64Q: 3 clusters Score -2.529474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 185660 members 
Entering Unmasked Estep 
Score: -25294752.000000 Penalty: 6021.697754
	Iteration 65Q: 3 clusters Score -2.529475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -25294746.000000 Penalty: 6021.697754
	Iteration 66Q: 3 clusters Score -2.529475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -25294746.000000 Penalty: 6021.697754
	Iteration 67F: 3 clusters Score -2.529475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Entering Unmasked Estep 
Score: -5840331.000000 Penalty: 2645.976074
	Iteration 0F: 2 clusters Score -5840331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5811111.000000 Penalty: 5291.952148
	Iteration 0F: 3 clusters Score -5811111 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5822120.500000 Penalty: 5291.952148
	Iteration 1F: 3 clusters Score -5822120 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5822677.500000 Penalty: 5291.952148
	Iteration 2Q: 3 clusters Score -5822678 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5823369.000000 Penalty: 5291.952148
	Iteration 3Q: 3 clusters Score -5823369 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5824100.000000 Penalty: 5291.952148
	Iteration 4Q: 3 clusters Score -5824100 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5825039.500000 Penalty: 5291.952148
	Iteration 5Q: 3 clusters Score -5825040 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -5826220.000000 Penalty: 5291.952148
	Iteration 6F: 3 clusters Score -5826220 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5827873.000000 Penalty: 5291.952148
	Iteration 7F: 3 clusters Score -5827873 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -5829992.000000 Penalty: 5291.952148
	Iteration 8F: 3 clusters Score -5829992 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5832053.000000 Penalty: 5291.952148
	Iteration 9F: 3 clusters Score -5832053 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -5833721.500000 Penalty: 5291.952148
	Iteration 10F: 3 clusters Score -5833722 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5834696.000000 Penalty: 5291.952148
	Iteration 11Q: 3 clusters Score -5834696 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5835233.500000 Penalty: 5291.952148
	Iteration 12Q: 3 clusters Score -5835234 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -5835617.000000 Penalty: 5291.952148
	Iteration 13Q: 3 clusters Score -5835617 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5835901.000000 Penalty: 5291.952148
	Iteration 14Q: 3 clusters Score -5835901 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5836143.000000 Penalty: 5291.952148
	Iteration 15Q: 3 clusters Score -5836143 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -5836406.500000 Penalty: 5291.952148
	Iteration 16Q: 3 clusters Score -5836406 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5836659.500000 Penalty: 5291.952148
	Iteration 17Q: 3 clusters Score -5836660 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5836916.000000 Penalty: 5291.952148
	Iteration 18Q: 3 clusters Score -5836916 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5837120.000000 Penalty: 5291.952148
	Iteration 19Q: 3 clusters Score -5837120 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5837342.000000 Penalty: 5291.952148
	Iteration 20F: 3 clusters Score -5837342 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5837547.000000 Penalty: 5291.952148
	Iteration 21Q: 3 clusters Score -5837547 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5837713.500000 Penalty: 5291.952148
	Iteration 22Q: 3 clusters Score -5837714 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -5837860.500000 Penalty: 5291.952148
	Iteration 23Q: 3 clusters Score -5837860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -5837960.000000 Penalty: 5291.952148
	Iteration 24Q: 3 clusters Score -5837960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5838062.000000 Penalty: 5291.952148
	Iteration 25Q: 3 clusters Score -5838062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5838127.500000 Penalty: 5291.952148
	Iteration 26Q: 3 clusters Score -5838128 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -5838190.000000 Penalty: 5291.952148
	Iteration 27Q: 3 clusters Score -5838190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5838275.000000 Penalty: 5291.952148
	Iteration 28Q: 3 clusters Score -5838275 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5838360.500000 Penalty: 5291.952148
	Iteration 29Q: 3 clusters Score -5838360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5838410.000000 Penalty: 5291.952148
	Iteration 30Q: 3 clusters Score -5838410 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5838460.500000 Penalty: 5291.952148
	Iteration 31Q: 3 clusters Score -5838460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -5838511.000000 Penalty: 5291.952148
	Iteration 32Q: 3 clusters Score -5838511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5838540.500000 Penalty: 5291.952148
	Iteration 33Q: 3 clusters Score -5838540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -5838553.500000 Penalty: 5291.952148
	Iteration 34Q: 3 clusters Score -5838554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5838584.500000 Penalty: 5291.952148
	Iteration 35Q: 3 clusters Score -5838584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -5838615.000000 Penalty: 5291.952148
	Iteration 36Q: 3 clusters Score -5838615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5838645.500000 Penalty: 5291.952148
	Iteration 37Q: 3 clusters Score -5838646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5838660.000000 Penalty: 5291.952148
	Iteration 38Q: 3 clusters Score -5838660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5838668.000000 Penalty: 5291.952148
	Iteration 39Q: 3 clusters Score -5838668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5838679.000000 Penalty: 5291.952148
	Iteration 40F: 3 clusters Score -5838679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5838694.000000 Penalty: 5291.952148
	Iteration 41Q: 3 clusters Score -5838694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5838701.000000 Penalty: 5291.952148
	Iteration 42Q: 3 clusters Score -5838701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5838693.000000 Penalty: 5291.952148
	Iteration 43Q: 3 clusters Score -5838693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -5838704.000000 Penalty: 5291.952148
	Iteration 44Q: 3 clusters Score -5838704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5838703.500000 Penalty: 5291.952148
	Iteration 45Q: 3 clusters Score -5838704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5838708.500000 Penalty: 5291.952148
	Iteration 46Q: 3 clusters Score -5838708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5838706.000000 Penalty: 5291.952148
	Iteration 47Q: 3 clusters Score -5838706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5838714.000000 Penalty: 5291.952148
	Iteration 48Q: 3 clusters Score -5838714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5838716.000000 Penalty: 5291.952148
	Iteration 49Q: 3 clusters Score -5838716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5838712.500000 Penalty: 5291.952148
	Iteration 50Q: 3 clusters Score -5838712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5838719.500000 Penalty: 5291.952148
	Iteration 51Q: 3 clusters Score -5838720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5838719.500000 Penalty: 5291.952148
	Iteration 52Q: 3 clusters Score -5838720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5838722.500000 Penalty: 5291.952148
	Iteration 53Q: 3 clusters Score -5838722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5838718.000000 Penalty: 5291.952148
	Iteration 54Q: 3 clusters Score -5838718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5838720.500000 Penalty: 5291.952148
	Iteration 55Q: 3 clusters Score -5838720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5838720.500000 Penalty: 5291.952148
	Iteration 56Q: 3 clusters Score -5838720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5838720.500000 Penalty: 5291.952148
	Iteration 57F: 3 clusters Score -5838720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Entering Unmasked Estep 
Score: -22805366.000000 Penalty: 2985.195801
	Iteration 0F: 2 clusters Score -2.280537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -22696494.000000 Penalty: 5970.391602
	Iteration 0F: 3 clusters Score -2.269649e+07 nChanged 80966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -22743972.000000 Penalty: 5970.391602
	Iteration 1F: 3 clusters Score -2.274397e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -22745406.000000 Penalty: 5970.391602
	Iteration 2Q: 3 clusters Score -2.274541e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -22748038.000000 Penalty: 5970.391602
	Iteration 3Q: 3 clusters Score -2.274804e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -22752816.000000 Penalty: 5970.391602
	Iteration 4F: 3 clusters Score -2.275282e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -22760812.000000 Penalty: 5970.391602
	Iteration 5F: 3 clusters Score -2.276081e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 126941 members 
Entering Unmasked Estep 
Score: -22772326.000000 Penalty: 5970.391602
	Iteration 6F: 3 clusters Score -2.277233e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 138622 members 
Entering Unmasked Estep 
Score: -22784654.000000 Penalty: 5970.391602
	Iteration 7F: 3 clusters Score -2.278465e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 147007 members 
Entering Unmasked Estep 
Score: -22793820.000000 Penalty: 5970.391602
	Iteration 8F: 3 clusters Score -2.279382e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -22798224.000000 Penalty: 5970.391602
	Iteration 9Q: 3 clusters Score -2.279822e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -22800178.000000 Penalty: 5970.391602
	Iteration 10Q: 3 clusters Score -2.280018e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 156921 members 
Entering Unmasked Estep 
Score: -22801140.000000 Penalty: 5970.391602
	Iteration 11Q: 3 clusters Score -2.280114e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -22801670.000000 Penalty: 5970.391602
	Iteration 12Q: 3 clusters Score -2.280167e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -22802052.000000 Penalty: 5970.391602
	Iteration 13Q: 3 clusters Score -2.280205e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -22802326.000000 Penalty: 5970.391602
	Iteration 14Q: 3 clusters Score -2.280233e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -22802540.000000 Penalty: 5970.391602
	Iteration 15Q: 3 clusters Score -2.280254e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -22802632.000000 Penalty: 5970.391602
	Iteration 16Q: 3 clusters Score -2.280263e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -22802756.000000 Penalty: 5970.391602
	Iteration 17Q: 3 clusters Score -2.280276e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -22802976.000000 Penalty: 5970.391602
	Iteration 18Q: 3 clusters Score -2.280298e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -22803086.000000 Penalty: 5970.391602
	Iteration 19Q: 3 clusters Score -2.280309e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -22803140.000000 Penalty: 5970.391602
	Iteration 20F: 3 clusters Score -2.280314e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -22803256.000000 Penalty: 5970.391602
	Iteration 21Q: 3 clusters Score -2.280326e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -22803270.000000 Penalty: 5970.391602
	Iteration 22Q: 3 clusters Score -2.280327e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -22803242.000000 Penalty: 5970.391602
	Iteration 23Q: 3 clusters Score -2.280324e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -22803276.000000 Penalty: 5970.391602
	Iteration 24Q: 3 clusters Score -2.280328e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -22803322.000000 Penalty: 5970.391602
	Iteration 25Q: 3 clusters Score -2.280332e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 166478 members 
Entering Unmasked Estep 
Score: -22803286.000000 Penalty: 5970.391602
	Iteration 26Q: 3 clusters Score -2.280329e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -22803314.000000 Penalty: 5970.391602
	Iteration 27Q: 3 clusters Score -2.280331e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -22803326.000000 Penalty: 5970.391602
	Iteration 28Q: 3 clusters Score -2.280333e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -22803340.000000 Penalty: 5970.391602
	Iteration 29Q: 3 clusters Score -2.280334e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -22803378.000000 Penalty: 5970.391602
	Iteration 30Q: 3 clusters Score -2.280338e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -22803390.000000 Penalty: 5970.391602
	Iteration 31Q: 3 clusters Score -2.280339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -22803362.000000 Penalty: 5970.391602
	Iteration 32Q: 3 clusters Score -2.280336e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -22803342.000000 Penalty: 5970.391602
	Iteration 33Q: 3 clusters Score -2.280334e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 167224 members 
Entering Unmasked Estep 
Score: -22803340.000000 Penalty: 5970.391602
	Iteration 34Q: 3 clusters Score -2.280334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 167244 members 
Entering Unmasked Estep 
Score: -22803370.000000 Penalty: 5970.391602
	Iteration 35Q: 3 clusters Score -2.280337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 167265 members 
Entering Unmasked Estep 
Score: -22803356.000000 Penalty: 5970.391602
	Iteration 36Q: 3 clusters Score -2.280336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -22803352.000000 Penalty: 5970.391602
	Iteration 37Q: 3 clusters Score -2.280335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -22803362.000000 Penalty: 5970.391602
	Iteration 38Q: 3 clusters Score -2.280336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 167334 members 
Entering Unmasked Estep 
Score: -22803370.000000 Penalty: 5970.391602
	Iteration 39Q: 3 clusters Score -2.280337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 167356 members 
Entering Unmasked Estep 
Score: -22803350.000000 Penalty: 5970.391602
	Iteration 40F: 3 clusters Score -2.280335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -22803368.000000 Penalty: 5970.391602
	Iteration 41Q: 3 clusters Score -2.280337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -22803362.000000 Penalty: 5970.391602
	Iteration 42Q: 3 clusters Score -2.280336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -22803368.000000 Penalty: 5970.391602
	Iteration 43Q: 3 clusters Score -2.280337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -22803368.000000 Penalty: 5970.391602
	Iteration 44Q: 3 clusters Score -2.280337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -22803346.000000 Penalty: 5970.391602
	Iteration 45Q: 3 clusters Score -2.280335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -22803362.000000 Penalty: 5970.391602
	Iteration 46Q: 3 clusters Score -2.280336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -22803358.000000 Penalty: 5970.391602
	Iteration 47Q: 3 clusters Score -2.280336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -22803364.000000 Penalty: 5970.391602
	Iteration 48Q: 3 clusters Score -2.280336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -22803376.000000 Penalty: 5970.391602
	Iteration 49Q: 3 clusters Score -2.280338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 167507 members 
Entering Unmasked Estep 
Score: -22803374.000000 Penalty: 5970.391602
	Iteration 50Q: 3 clusters Score -2.280337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167511 members 
Entering Unmasked Estep 
Score: -22803376.000000 Penalty: 5970.391602
	Iteration 51Q: 3 clusters Score -2.280338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 167516 members 
Entering Unmasked Estep 
Score: -22803394.000000 Penalty: 5970.391602
	Iteration 52Q: 3 clusters Score -2.280339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -22803400.000000 Penalty: 5970.391602
	Iteration 53Q: 3 clusters Score -2.28034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -22803396.000000 Penalty: 5970.391602
	Iteration 54Q: 3 clusters Score -2.28034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -22803390.000000 Penalty: 5970.391602
	Iteration 55Q: 3 clusters Score -2.280339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -22803392.000000 Penalty: 5970.391602
	Iteration 56Q: 3 clusters Score -2.280339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -22803392.000000 Penalty: 5970.391602
	Iteration 57Q: 3 clusters Score -2.280339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 167535 members 
Entering Unmasked Estep 
Score: -22803394.000000 Penalty: 5970.391602
	Iteration 58Q: 3 clusters Score -2.280339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 167535 members 
Entering Unmasked Estep 
Score: -22803394.000000 Penalty: 5970.391602
	Iteration 59F: 3 clusters Score -2.280339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27115.205078 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27115.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27308.222656 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27308.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27382.748047 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27382.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27434.693359 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27434.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27478.009766 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27478.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27494.009766 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27494.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27497.041016 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27497.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27503.039062 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27503.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27506.291016 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -27506.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27506.291016 Penalty: 2769.414062
	Iteration 9F: 3 clusters Score -27506.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -340855.312500 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -340855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337878.656250 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -337878.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338472.062500 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -338472.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338615.875000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -338615.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -338695.687500 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -338695.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338737.125000 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -338737.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338762.093750 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -338762.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -338782.781250 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -338782.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338795.687500 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -338795.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -338810.625000 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -338810.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -338824.718750 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -338824.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -338841.968750 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -338842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -338851.500000 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -338851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -338862.093750 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -338862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -338871.562500 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -338871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -338876.468750 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -338876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -338882.000000 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -338882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -338886.781250 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -338886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -338888.312500 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -338888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -338892.843750 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -338892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -338897.187500 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -338897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -338901.406250 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -338901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -338904.593750 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -338904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -338907.000000 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -338907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -338909.968750 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -338910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -338912.843750 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -338912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338916.156250 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -338916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338918.468750 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -338918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338919.281250 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -338919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -338919.031250 Penalty: 3892.877686
	Iteration 28Q: 3 clusters Score -338919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338920.031250 Penalty: 3892.877686
	Iteration 29Q: 3 clusters Score -338920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338920.031250 Penalty: 3892.877686
	Iteration 30F: 3 clusters Score -338920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -181231.812500 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -181231.8 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 746 members 
Entering Unmasked Estep 
Score: -179014.734375 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -179014.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179470.937500 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -179470.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179622.218750 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -179622.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179716.812500 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -179716.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -179791.156250 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -179791.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179838.156250 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -179838.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179906.953125 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -179907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180005.812500 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -180005.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180165.187500 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -180165.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180358.109375 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -180358.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180612.593750 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -180612.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180802.218750 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -180802.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180961.765625 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -180961.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -181102.640625 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -181102.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181202.078125 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -181202.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -181331.953125 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -181332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -181631.218750 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -181631.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181970.906250 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -181970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182163.140625 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -182163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182206.609375 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -182206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182231.734375 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -182231.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -182253.921875 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -182253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -182269.859375 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -182269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -182279.140625 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -182279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182300.281250 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -182300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -182351.562500 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -182351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -182443.171875 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -182443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -182511.171875 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -182511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -182511.171875 Penalty: 3613.951172
	Iteration 28F: 3 clusters Score -182511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 41766 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 123348 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 157192 members 
Mstep: Class 9 contains 187310 members 
Mstep: Class 10 contains 43013 members 
Mstep: Class 11 contains 168903 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 158409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 162027 members 
Mstep: Class 20 contains 144303 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 59356 members 
Entering Unmasked Estep 
Score: -180340432.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180340640.000000 to -180340432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (158409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158409 members 
Entering Unmasked Estep 
Score: -21205378.000000 Penalty: 2969.288086
	Iteration 0F: 2 clusters Score -2.120538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -21102848.000000 Penalty: 5938.576172
	Iteration 0F: 3 clusters Score -2.110285e+07 nChanged 75516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -21146900.000000 Penalty: 5938.576172
	Iteration 1F: 3 clusters Score -2.11469e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -21148656.000000 Penalty: 5938.576172
	Iteration 2Q: 3 clusters Score -2.114866e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -21151948.000000 Penalty: 5938.576172
	Iteration 3Q: 3 clusters Score -2.115195e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -21157824.000000 Penalty: 5938.576172
	Iteration 4F: 3 clusters Score -2.115782e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -21168156.000000 Penalty: 5938.576172
	Iteration 5F: 3 clusters Score -2.116816e+07 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 135117 members 
Entering Unmasked Estep 
Score: -21182230.000000 Penalty: 5938.576172
	Iteration 6F: 3 clusters Score -2.118223e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -21194636.000000 Penalty: 5938.576172
	Iteration 7F: 3 clusters Score -2.119464e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 155240 members 
Entering Unmasked Estep 
Score: -21200402.000000 Penalty: 5938.576172
	Iteration 8Q: 3 clusters Score -2.12004e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -21202046.000000 Penalty: 5938.576172
	Iteration 9Q: 3 clusters Score -2.120205e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -21202466.000000 Penalty: 5938.576172
	Iteration 10Q: 3 clusters Score -2.120247e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -21202600.000000 Penalty: 5938.576172
	Iteration 11Q: 3 clusters Score -2.12026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -21202644.000000 Penalty: 5938.576172
	Iteration 12Q: 3 clusters Score -2.120264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -21202664.000000 Penalty: 5938.576172
	Iteration 13Q: 3 clusters Score -2.120266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -21202690.000000 Penalty: 5938.576172
	Iteration 14Q: 3 clusters Score -2.120269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -21202718.000000 Penalty: 5938.576172
	Iteration 15Q: 3 clusters Score -2.120272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -21202742.000000 Penalty: 5938.576172
	Iteration 16Q: 3 clusters Score -2.120274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -21202756.000000 Penalty: 5938.576172
	Iteration 17Q: 3 clusters Score -2.120276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -21202776.000000 Penalty: 5938.576172
	Iteration 18Q: 3 clusters Score -2.120278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -21202774.000000 Penalty: 5938.576172
	Iteration 19Q: 3 clusters Score -2.120277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -21202776.000000 Penalty: 5938.576172
	Iteration 20F: 3 clusters Score -2.120278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92076.945312 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92076.95 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92352.898438 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92352.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92470.718750 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92470.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92559.679688 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -92559.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92607.593750 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -92607.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92652.539062 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -92652.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92697.046875 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -92697.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92746.929688 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -92746.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92819.195312 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -92819.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92971.320312 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -92971.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93201.492188 Penalty: 3304.913818
	Iteration 10F: 3 clusters Score -93201.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93400.757812 Penalty: 3304.913818
	Iteration 11F: 3 clusters Score -93400.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93586.453125 Penalty: 3304.913818
	Iteration 12F: 3 clusters Score -93586.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93848.179688 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -93848.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94037.187500 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -94037.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94208.070312 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -94208.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94507.476562 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -94507.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94831.421875 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -94831.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95196.195312 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -95196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95422.882812 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -95422.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95422.882812 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -95422.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 41766 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 123348 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 157192 members 
Mstep: Class 9 contains 187310 members 
Mstep: Class 10 contains 43013 members 
Mstep: Class 11 contains 168903 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158409 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 162027 members 
Mstep: Class 20 contains 144303 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 59356 members 
Entering Unmasked Estep 
Score: -180340544.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180340640.000000 to -180340544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -405307.687500 Penalty: 1999.248779
	Iteration 0F: 2 clusters Score -405307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -401938.093750 Penalty: 3998.497559
	Iteration 0F: 3 clusters Score -401938.1 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -402658.625000 Penalty: 3998.497559
	Iteration 1F: 3 clusters Score -402658.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -402843.812500 Penalty: 3998.497559
	Iteration 2F: 3 clusters Score -402843.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -402949.125000 Penalty: 3998.497559
	Iteration 3Q: 3 clusters Score -402949.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -403015.687500 Penalty: 3998.497559
	Iteration 4Q: 3 clusters Score -403015.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -403066.187500 Penalty: 3998.497559
	Iteration 5Q: 3 clusters Score -403066.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -403109.593750 Penalty: 3998.497559
	Iteration 6Q: 3 clusters Score -403109.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403143.968750 Penalty: 3998.497559
	Iteration 7Q: 3 clusters Score -403144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -403167.593750 Penalty: 3998.497559
	Iteration 8Q: 3 clusters Score -403167.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -403188.750000 Penalty: 3998.497559
	Iteration 9Q: 3 clusters Score -403188.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403209.906250 Penalty: 3998.497559
	Iteration 10Q: 3 clusters Score -403209.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403228.500000 Penalty: 3998.497559
	Iteration 11Q: 3 clusters Score -403228.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -403243.062500 Penalty: 3998.497559
	Iteration 12Q: 3 clusters Score -403243.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403251.906250 Penalty: 3998.497559
	Iteration 13Q: 3 clusters Score -403251.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403258.375000 Penalty: 3998.497559
	Iteration 14Q: 3 clusters Score -403258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -403265.875000 Penalty: 3998.497559
	Iteration 15Q: 3 clusters Score -403265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -403274.750000 Penalty: 3998.497559
	Iteration 16Q: 3 clusters Score -403274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -403282.343750 Penalty: 3998.497559
	Iteration 17Q: 3 clusters Score -403282.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -403289.968750 Penalty: 3998.497559
	Iteration 18Q: 3 clusters Score -403290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -403297.812500 Penalty: 3998.497559
	Iteration 19Q: 3 clusters Score -403297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -403307.625000 Penalty: 3998.497559
	Iteration 20F: 3 clusters Score -403307.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -403317.125000 Penalty: 3998.497559
	Iteration 21Q: 3 clusters Score -403317.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -403329.718750 Penalty: 3998.497559
	Iteration 22Q: 3 clusters Score -403329.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -403341.968750 Penalty: 3998.497559
	Iteration 23Q: 3 clusters Score -403342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -403357.875000 Penalty: 3998.497559
	Iteration 24Q: 3 clusters Score -403357.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -403368.812500 Penalty: 3998.497559
	Iteration 25Q: 3 clusters Score -403368.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -403381.218750 Penalty: 3998.497559
	Iteration 26Q: 3 clusters Score -403381.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -403392.906250 Penalty: 3998.497559
	Iteration 27Q: 3 clusters Score -403392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -403410.562500 Penalty: 3998.497559
	Iteration 28Q: 3 clusters Score -403410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -403433.750000 Penalty: 3998.497559
	Iteration 29Q: 3 clusters Score -403433.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -403457.781250 Penalty: 3998.497559
	Iteration 30Q: 3 clusters Score -403457.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -403494.718750 Penalty: 3998.497559
	Iteration 31Q: 3 clusters Score -403494.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -403534.343750 Penalty: 3998.497559
	Iteration 32Q: 3 clusters Score -403534.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -403571.781250 Penalty: 3998.497559
	Iteration 33Q: 3 clusters Score -403571.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -403600.406250 Penalty: 3998.497559
	Iteration 34Q: 3 clusters Score -403600.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -403643.000000 Penalty: 3998.497559
	Iteration 35Q: 3 clusters Score -403643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -403680.875000 Penalty: 3998.497559
	Iteration 36Q: 3 clusters Score -403680.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -403718.218750 Penalty: 3998.497559
	Iteration 37Q: 3 clusters Score -403718.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -403750.031250 Penalty: 3998.497559
	Iteration 38Q: 3 clusters Score -403750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -403796.406250 Penalty: 3998.497559
	Iteration 39Q: 3 clusters Score -403796.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -403849.531250 Penalty: 3998.497559
	Iteration 40F: 3 clusters Score -403849.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -403901.656250 Penalty: 3998.497559
	Iteration 41Q: 3 clusters Score -403901.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -403943.218750 Penalty: 3998.497559
	Iteration 42Q: 3 clusters Score -403943.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -403981.531250 Penalty: 3998.497559
	Iteration 43Q: 3 clusters Score -403981.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -404046.875000 Penalty: 3998.497559
	Iteration 44Q: 3 clusters Score -404046.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -404109.218750 Penalty: 3998.497559
	Iteration 45Q: 3 clusters Score -404109.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -404147.375000 Penalty: 3998.497559
	Iteration 46Q: 3 clusters Score -404147.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -404180.187500 Penalty: 3998.497559
	Iteration 47Q: 3 clusters Score -404180.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -404204.062500 Penalty: 3998.497559
	Iteration 48Q: 3 clusters Score -404204.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -404224.468750 Penalty: 3998.497559
	Iteration 49Q: 3 clusters Score -404224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -404238.781250 Penalty: 3998.497559
	Iteration 50Q: 3 clusters Score -404238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -404245.906250 Penalty: 3998.497559
	Iteration 51Q: 3 clusters Score -404245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -404260.625000 Penalty: 3998.497559
	Iteration 52Q: 3 clusters Score -404260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -404274.656250 Penalty: 3998.497559
	Iteration 53Q: 3 clusters Score -404274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -404279.281250 Penalty: 3998.497559
	Iteration 54Q: 3 clusters Score -404279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -404281.281250 Penalty: 3998.497559
	Iteration 55Q: 3 clusters Score -404281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404280.937500 Penalty: 3998.497559
	Iteration 56Q: 3 clusters Score -404280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -404282.281250 Penalty: 3998.497559
	Iteration 57Q: 3 clusters Score -404282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -404283.468750 Penalty: 3998.497559
	Iteration 58Q: 3 clusters Score -404283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -404284.531250 Penalty: 3998.497559
	Iteration 59Q: 3 clusters Score -404284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -404286.031250 Penalty: 3998.497559
	Iteration 60F: 3 clusters Score -404286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404286.250000 Penalty: 3998.497559
	Iteration 61Q: 3 clusters Score -404286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404286.250000 Penalty: 3998.497559
	Iteration 62F: 3 clusters Score -404286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Entering Unmasked Estep 
Score: -4550097.000000 Penalty: 2584.348877
	Iteration 0F: 2 clusters Score -4550097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4527169.000000 Penalty: 5168.697754
	Iteration 0F: 3 clusters Score -4527169 nChanged 15164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4535657.500000 Penalty: 5168.697754
	Iteration 1F: 3 clusters Score -4535658 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4536094.000000 Penalty: 5168.697754
	Iteration 2Q: 3 clusters Score -4536094 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4536454.000000 Penalty: 5168.697754
	Iteration 3Q: 3 clusters Score -4536454 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4536778.000000 Penalty: 5168.697754
	Iteration 4Q: 3 clusters Score -4536778 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4537086.500000 Penalty: 5168.697754
	Iteration 5Q: 3 clusters Score -4537086 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4537454.500000 Penalty: 5168.697754
	Iteration 6Q: 3 clusters Score -4537454 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4537858.500000 Penalty: 5168.697754
	Iteration 7Q: 3 clusters Score -4537858 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4538348.000000 Penalty: 5168.697754
	Iteration 8Q: 3 clusters Score -4538348 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4539047.500000 Penalty: 5168.697754
	Iteration 9Q: 3 clusters Score -4539048 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4539914.500000 Penalty: 5168.697754
	Iteration 10Q: 3 clusters Score -4539914 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -4540950.000000 Penalty: 5168.697754
	Iteration 11Q: 3 clusters Score -4540950 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4541974.000000 Penalty: 5168.697754
	Iteration 12Q: 3 clusters Score -4541974 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4542889.000000 Penalty: 5168.697754
	Iteration 13Q: 3 clusters Score -4542889 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4543627.500000 Penalty: 5168.697754
	Iteration 14Q: 3 clusters Score -4543628 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4544193.500000 Penalty: 5168.697754
	Iteration 15Q: 3 clusters Score -4544194 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4544694.000000 Penalty: 5168.697754
	Iteration 16Q: 3 clusters Score -4544694 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4545035.500000 Penalty: 5168.697754
	Iteration 17Q: 3 clusters Score -4545036 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4545386.000000 Penalty: 5168.697754
	Iteration 18Q: 3 clusters Score -4545386 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4545715.000000 Penalty: 5168.697754
	Iteration 19Q: 3 clusters Score -4545715 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4546001.000000 Penalty: 5168.697754
	Iteration 20F: 3 clusters Score -4546001 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4546241.500000 Penalty: 5168.697754
	Iteration 21Q: 3 clusters Score -4546242 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -4546448.000000 Penalty: 5168.697754
	Iteration 22Q: 3 clusters Score -4546448 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4546603.000000 Penalty: 5168.697754
	Iteration 23Q: 3 clusters Score -4546603 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4546777.000000 Penalty: 5168.697754
	Iteration 24Q: 3 clusters Score -4546777 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4546917.500000 Penalty: 5168.697754
	Iteration 25Q: 3 clusters Score -4546918 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4547052.500000 Penalty: 5168.697754
	Iteration 26Q: 3 clusters Score -4547052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4547194.000000 Penalty: 5168.697754
	Iteration 27Q: 3 clusters Score -4547194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4547301.500000 Penalty: 5168.697754
	Iteration 28Q: 3 clusters Score -4547302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4547380.500000 Penalty: 5168.697754
	Iteration 29Q: 3 clusters Score -4547380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4547483.500000 Penalty: 5168.697754
	Iteration 30Q: 3 clusters Score -4547484 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4547543.000000 Penalty: 5168.697754
	Iteration 31Q: 3 clusters Score -4547543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4547594.000000 Penalty: 5168.697754
	Iteration 32Q: 3 clusters Score -4547594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4547630.000000 Penalty: 5168.697754
	Iteration 33Q: 3 clusters Score -4547630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4547672.000000 Penalty: 5168.697754
	Iteration 34Q: 3 clusters Score -4547672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4547696.000000 Penalty: 5168.697754
	Iteration 35Q: 3 clusters Score -4547696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4547711.500000 Penalty: 5168.697754
	Iteration 36Q: 3 clusters Score -4547712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4547728.500000 Penalty: 5168.697754
	Iteration 37Q: 3 clusters Score -4547728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4547745.500000 Penalty: 5168.697754
	Iteration 38Q: 3 clusters Score -4547746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4547758.000000 Penalty: 5168.697754
	Iteration 39Q: 3 clusters Score -4547758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4547768.000000 Penalty: 5168.697754
	Iteration 40F: 3 clusters Score -4547768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4547775.000000 Penalty: 5168.697754
	Iteration 41Q: 3 clusters Score -4547775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4547776.500000 Penalty: 5168.697754
	Iteration 42Q: 3 clusters Score -4547776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4547787.500000 Penalty: 5168.697754
	Iteration 43Q: 3 clusters Score -4547788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4547785.000000 Penalty: 5168.697754
	Iteration 44Q: 3 clusters Score -4547785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4547791.500000 Penalty: 5168.697754
	Iteration 45Q: 3 clusters Score -4547792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4547792.000000 Penalty: 5168.697754
	Iteration 46Q: 3 clusters Score -4547792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4547799.500000 Penalty: 5168.697754
	Iteration 47Q: 3 clusters Score -4547800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4547811.000000 Penalty: 5168.697754
	Iteration 48Q: 3 clusters Score -4547811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4547815.500000 Penalty: 5168.697754
	Iteration 49Q: 3 clusters Score -4547816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4547818.000000 Penalty: 5168.697754
	Iteration 50Q: 3 clusters Score -4547818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4547820.500000 Penalty: 5168.697754
	Iteration 51Q: 3 clusters Score -4547820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4547828.500000 Penalty: 5168.697754
	Iteration 52Q: 3 clusters Score -4547828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4547830.500000 Penalty: 5168.697754
	Iteration 53Q: 3 clusters Score -4547830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4547844.000000 Penalty: 5168.697754
	Iteration 54Q: 3 clusters Score -4547844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4547846.000000 Penalty: 5168.697754
	Iteration 55Q: 3 clusters Score -4547846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4547847.000000 Penalty: 5168.697754
	Iteration 56Q: 3 clusters Score -4547847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4547853.000000 Penalty: 5168.697754
	Iteration 57Q: 3 clusters Score -4547853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4547858.000000 Penalty: 5168.697754
	Iteration 58Q: 3 clusters Score -4547858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4547854.500000 Penalty: 5168.697754
	Iteration 59Q: 3 clusters Score -4547854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4547861.500000 Penalty: 5168.697754
	Iteration 60F: 3 clusters Score -4547862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4547866.500000 Penalty: 5168.697754
	Iteration 61Q: 3 clusters Score -4547866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4547875.500000 Penalty: 5168.697754
	Iteration 62Q: 3 clusters Score -4547876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4547880.000000 Penalty: 5168.697754
	Iteration 63Q: 3 clusters Score -4547880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4547887.000000 Penalty: 5168.697754
	Iteration 64Q: 3 clusters Score -4547887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4547890.000000 Penalty: 5168.697754
	Iteration 65Q: 3 clusters Score -4547890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4547888.500000 Penalty: 5168.697754
	Iteration 66Q: 3 clusters Score -4547888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4547890.000000 Penalty: 5168.697754
	Iteration 67Q: 3 clusters Score -4547890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4547886.500000 Penalty: 5168.697754
	Iteration 68Q: 3 clusters Score -4547886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4547886.500000 Penalty: 5168.697754
	Iteration 69F: 3 clusters Score -4547886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162027 members 
Entering Unmasked Estep 
Score: -21886934.000000 Penalty: 2974.888672
	Iteration 0F: 2 clusters Score -2.188693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -21781878.000000 Penalty: 5949.777344
	Iteration 0F: 3 clusters Score -2.178188e+07 nChanged 77489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -21826846.000000 Penalty: 5949.777344
	Iteration 1F: 3 clusters Score -2.182685e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -21827792.000000 Penalty: 5949.777344
	Iteration 2Q: 3 clusters Score -2.182779e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -21828822.000000 Penalty: 5949.777344
	Iteration 3Q: 3 clusters Score -2.182882e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -21830276.000000 Penalty: 5949.777344
	Iteration 4Q: 3 clusters Score -2.183028e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -21832034.000000 Penalty: 5949.777344
	Iteration 5Q: 3 clusters Score -2.183203e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -21834676.000000 Penalty: 5949.777344
	Iteration 6Q: 3 clusters Score -2.183468e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -21838428.000000 Penalty: 5949.777344
	Iteration 7Q: 3 clusters Score -2.183843e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -21843758.000000 Penalty: 5949.777344
	Iteration 8F: 3 clusters Score -2.184376e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -21851016.000000 Penalty: 5949.777344
	Iteration 9F: 3 clusters Score -2.185102e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -21858502.000000 Penalty: 5949.777344
	Iteration 10F: 3 clusters Score -2.18585e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -21863162.000000 Penalty: 5949.777344
	Iteration 11F: 3 clusters Score -2.186316e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -21864764.000000 Penalty: 5949.777344
	Iteration 12Q: 3 clusters Score -2.186476e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -21865350.000000 Penalty: 5949.777344
	Iteration 13Q: 3 clusters Score -2.186535e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -21865484.000000 Penalty: 5949.777344
	Iteration 14Q: 3 clusters Score -2.186548e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -21865620.000000 Penalty: 5949.777344
	Iteration 15Q: 3 clusters Score -2.186562e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -21865772.000000 Penalty: 5949.777344
	Iteration 16Q: 3 clusters Score -2.186577e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -21865944.000000 Penalty: 5949.777344
	Iteration 17Q: 3 clusters Score -2.186594e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -21866150.000000 Penalty: 5949.777344
	Iteration 18Q: 3 clusters Score -2.186615e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -21866350.000000 Penalty: 5949.777344
	Iteration 19Q: 3 clusters Score -2.186635e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -21866586.000000 Penalty: 5949.777344
	Iteration 20F: 3 clusters Score -2.186659e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -21866824.000000 Penalty: 5949.777344
	Iteration 21Q: 3 clusters Score -2.186682e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -21867216.000000 Penalty: 5949.777344
	Iteration 22Q: 3 clusters Score -2.186722e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -21867500.000000 Penalty: 5949.777344
	Iteration 23Q: 3 clusters Score -2.18675e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -21867898.000000 Penalty: 5949.777344
	Iteration 24Q: 3 clusters Score -2.18679e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -21868242.000000 Penalty: 5949.777344
	Iteration 25Q: 3 clusters Score -2.186824e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -21868608.000000 Penalty: 5949.777344
	Iteration 26Q: 3 clusters Score -2.186861e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -21869060.000000 Penalty: 5949.777344
	Iteration 27Q: 3 clusters Score -2.186906e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -21869578.000000 Penalty: 5949.777344
	Iteration 28Q: 3 clusters Score -2.186958e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -21870008.000000 Penalty: 5949.777344
	Iteration 29Q: 3 clusters Score -2.187001e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108967 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -21870474.000000 Penalty: 5949.777344
	Iteration 30Q: 3 clusters Score -2.187047e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -21870970.000000 Penalty: 5949.777344
	Iteration 31Q: 3 clusters Score -2.187097e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112650 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -21871360.000000 Penalty: 5949.777344
	Iteration 32Q: 3 clusters Score -2.187136e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -21871760.000000 Penalty: 5949.777344
	Iteration 33Q: 3 clusters Score -2.187176e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -21872188.000000 Penalty: 5949.777344
	Iteration 34Q: 3 clusters Score -2.187219e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -21872534.000000 Penalty: 5949.777344
	Iteration 35Q: 3 clusters Score -2.187253e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -21872952.000000 Penalty: 5949.777344
	Iteration 36Q: 3 clusters Score -2.187295e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -21873286.000000 Penalty: 5949.777344
	Iteration 37Q: 3 clusters Score -2.187329e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123986 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -21873706.000000 Penalty: 5949.777344
	Iteration 38Q: 3 clusters Score -2.187371e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -21874110.000000 Penalty: 5949.777344
	Iteration 39Q: 3 clusters Score -2.187411e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -21874740.000000 Penalty: 5949.777344
	Iteration 40F: 3 clusters Score -2.187474e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -21875208.000000 Penalty: 5949.777344
	Iteration 41Q: 3 clusters Score -2.187521e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -21875688.000000 Penalty: 5949.777344
	Iteration 42Q: 3 clusters Score -2.187569e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -21876224.000000 Penalty: 5949.777344
	Iteration 43Q: 3 clusters Score -2.187622e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135914 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -21876892.000000 Penalty: 5949.777344
	Iteration 44Q: 3 clusters Score -2.187689e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137902 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -21877436.000000 Penalty: 5949.777344
	Iteration 45Q: 3 clusters Score -2.187744e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -21878098.000000 Penalty: 5949.777344
	Iteration 46Q: 3 clusters Score -2.18781e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -21878712.000000 Penalty: 5949.777344
	Iteration 47Q: 3 clusters Score -2.187871e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -21879262.000000 Penalty: 5949.777344
	Iteration 48Q: 3 clusters Score -2.187926e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -21879582.000000 Penalty: 5949.777344
	Iteration 49Q: 3 clusters Score -2.187958e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146484 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -21880084.000000 Penalty: 5949.777344
	Iteration 50Q: 3 clusters Score -2.188008e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -21880520.000000 Penalty: 5949.777344
	Iteration 51Q: 3 clusters Score -2.188052e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149362 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -21880924.000000 Penalty: 5949.777344
	Iteration 52Q: 3 clusters Score -2.188092e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -21881212.000000 Penalty: 5949.777344
	Iteration 53Q: 3 clusters Score -2.188121e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -21881512.000000 Penalty: 5949.777344
	Iteration 54Q: 3 clusters Score -2.188151e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -21881752.000000 Penalty: 5949.777344
	Iteration 55Q: 3 clusters Score -2.188175e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153731 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -21882092.000000 Penalty: 5949.777344
	Iteration 56Q: 3 clusters Score -2.188209e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21882344.000000 Penalty: 5949.777344
	Iteration 57Q: 3 clusters Score -2.188234e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -21882578.000000 Penalty: 5949.777344
	Iteration 58Q: 3 clusters Score -2.188258e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -21882792.000000 Penalty: 5949.777344
	Iteration 59Q: 3 clusters Score -2.188279e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -21882936.000000 Penalty: 5949.777344
	Iteration 60F: 3 clusters Score -2.188294e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21883098.000000 Penalty: 5949.777344
	Iteration 61Q: 3 clusters Score -2.18831e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21883232.000000 Penalty: 5949.777344
	Iteration 62Q: 3 clusters Score -2.188323e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -21883390.000000 Penalty: 5949.777344
	Iteration 63Q: 3 clusters Score -2.188339e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -21883460.000000 Penalty: 5949.777344
	Iteration 64Q: 3 clusters Score -2.188346e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21883552.000000 Penalty: 5949.777344
	Iteration 65Q: 3 clusters Score -2.188355e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -21883616.000000 Penalty: 5949.777344
	Iteration 66Q: 3 clusters Score -2.188362e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -21883708.000000 Penalty: 5949.777344
	Iteration 67Q: 3 clusters Score -2.188371e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -21883826.000000 Penalty: 5949.777344
	Iteration 68Q: 3 clusters Score -2.188383e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159421 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21883882.000000 Penalty: 5949.777344
	Iteration 69Q: 3 clusters Score -2.188388e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21883968.000000 Penalty: 5949.777344
	Iteration 70Q: 3 clusters Score -2.188397e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21883996.000000 Penalty: 5949.777344
	Iteration 71Q: 3 clusters Score -2.1884e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -21884068.000000 Penalty: 5949.777344
	Iteration 72Q: 3 clusters Score -2.188407e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -21884096.000000 Penalty: 5949.777344
	Iteration 73Q: 3 clusters Score -2.18841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21884118.000000 Penalty: 5949.777344
	Iteration 74Q: 3 clusters Score -2.188412e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -21884148.000000 Penalty: 5949.777344
	Iteration 75Q: 3 clusters Score -2.188415e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21884138.000000 Penalty: 5949.777344
	Iteration 76Q: 3 clusters Score -2.188414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21884194.000000 Penalty: 5949.777344
	Iteration 77Q: 3 clusters Score -2.188419e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21884196.000000 Penalty: 5949.777344
	Iteration 78Q: 3 clusters Score -2.18842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160234 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21884180.000000 Penalty: 5949.777344
	Iteration 79Q: 3 clusters Score -2.188418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21884208.000000 Penalty: 5949.777344
	Iteration 80F: 3 clusters Score -2.188421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21884254.000000 Penalty: 5949.777344
	Iteration 81Q: 3 clusters Score -2.188425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21884286.000000 Penalty: 5949.777344
	Iteration 82Q: 3 clusters Score -2.188429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160402 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21884286.000000 Penalty: 5949.777344
	Iteration 83Q: 3 clusters Score -2.188429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21884316.000000 Penalty: 5949.777344
	Iteration 84Q: 3 clusters Score -2.188432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160472 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21884314.000000 Penalty: 5949.777344
	Iteration 85Q: 3 clusters Score -2.188431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21884330.000000 Penalty: 5949.777344
	Iteration 86Q: 3 clusters Score -2.188433e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -21884334.000000 Penalty: 5949.777344
	Iteration 87Q: 3 clusters Score -2.188433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -21884334.000000 Penalty: 5949.777344
	Iteration 88Q: 3 clusters Score -2.188433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21884352.000000 Penalty: 5949.777344
	Iteration 89Q: 3 clusters Score -2.188435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21884372.000000 Penalty: 5949.777344
	Iteration 90Q: 3 clusters Score -2.188437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21884380.000000 Penalty: 5949.777344
	Iteration 91Q: 3 clusters Score -2.188438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160627 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21884372.000000 Penalty: 5949.777344
	Iteration 92Q: 3 clusters Score -2.188437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160638 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21884382.000000 Penalty: 5949.777344
	Iteration 93Q: 3 clusters Score -2.188438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21884380.000000 Penalty: 5949.777344
	Iteration 94Q: 3 clusters Score -2.188438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21884400.000000 Penalty: 5949.777344
	Iteration 95Q: 3 clusters Score -2.18844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -21884386.000000 Penalty: 5949.777344
	Iteration 96Q: 3 clusters Score -2.188439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21884404.000000 Penalty: 5949.777344
	Iteration 97Q: 3 clusters Score -2.18844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21884404.000000 Penalty: 5949.777344
	Iteration 98Q: 3 clusters Score -2.18844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21884400.000000 Penalty: 5949.777344
	Iteration 99Q: 3 clusters Score -2.18844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21884404.000000 Penalty: 5949.777344
	Iteration 100F: 3 clusters Score -2.18844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21884412.000000 Penalty: 5949.777344
	Iteration 101Q: 3 clusters Score -2.188441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21884416.000000 Penalty: 5949.777344
	Iteration 102Q: 3 clusters Score -2.188442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21884414.000000 Penalty: 5949.777344
	Iteration 103Q: 3 clusters Score -2.188441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21884410.000000 Penalty: 5949.777344
	Iteration 104Q: 3 clusters Score -2.188441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21884404.000000 Penalty: 5949.777344
	Iteration 105Q: 3 clusters Score -2.18844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21884406.000000 Penalty: 5949.777344
	Iteration 106Q: 3 clusters Score -2.188441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21884416.000000 Penalty: 5949.777344
	Iteration 107Q: 3 clusters Score -2.188442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21884424.000000 Penalty: 5949.777344
	Iteration 108Q: 3 clusters Score -2.188442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -21884432.000000 Penalty: 5949.777344
	Iteration 109Q: 3 clusters Score -2.188443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160738 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21884448.000000 Penalty: 5949.777344
	Iteration 110Q: 3 clusters Score -2.188445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21884448.000000 Penalty: 5949.777344
	Iteration 111Q: 3 clusters Score -2.188445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21884454.000000 Penalty: 5949.777344
	Iteration 112Q: 3 clusters Score -2.188445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21884450.000000 Penalty: 5949.777344
	Iteration 113Q: 3 clusters Score -2.188445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -21884438.000000 Penalty: 5949.777344
	Iteration 114Q: 3 clusters Score -2.188444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21884438.000000 Penalty: 5949.777344
	Iteration 115Q: 3 clusters Score -2.188444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21884440.000000 Penalty: 5949.777344
	Iteration 116Q: 3 clusters Score -2.188444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21884444.000000 Penalty: 5949.777344
	Iteration 117Q: 3 clusters Score -2.188444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21884444.000000 Penalty: 5949.777344
	Iteration 118Q: 3 clusters Score -2.188444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21884448.000000 Penalty: 5949.777344
	Iteration 119Q: 3 clusters Score -2.188445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21884446.000000 Penalty: 5949.777344
	Iteration 120F: 3 clusters Score -2.188445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160753 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21884444.000000 Penalty: 5949.777344
	Iteration 121Q: 3 clusters Score -2.188444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21884446.000000 Penalty: 5949.777344
	Iteration 122Q: 3 clusters Score -2.188445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21884438.000000 Penalty: 5949.777344
	Iteration 123Q: 3 clusters Score -2.188444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21884446.000000 Penalty: 5949.777344
	Iteration 124Q: 3 clusters Score -2.188445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21884444.000000 Penalty: 5949.777344
	Iteration 125Q: 3 clusters Score -2.188444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21884444.000000 Penalty: 5949.777344
	Iteration 126F: 3 clusters Score -2.188444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Entering Unmasked Estep 
Score: -19340226.000000 Penalty: 2946.158203
	Iteration 0F: 2 clusters Score -1.934023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -19244702.000000 Penalty: 5892.316406
	Iteration 0F: 3 clusters Score -1.92447e+07 nChanged 68758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -19284426.000000 Penalty: 5892.316406
	Iteration 1F: 3 clusters Score -1.928443e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -19285818.000000 Penalty: 5892.316406
	Iteration 2Q: 3 clusters Score -1.928582e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -19287920.000000 Penalty: 5892.316406
	Iteration 3Q: 3 clusters Score -1.928792e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -19292026.000000 Penalty: 5892.316406
	Iteration 4F: 3 clusters Score -1.929203e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -19299442.000000 Penalty: 5892.316406
	Iteration 5F: 3 clusters Score -1.929944e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -19310416.000000 Penalty: 5892.316406
	Iteration 6F: 3 clusters Score -1.931042e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -19322978.000000 Penalty: 5892.316406
	Iteration 7F: 3 clusters Score -1.932298e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119562 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -19332332.000000 Penalty: 5892.316406
	Iteration 8F: 3 clusters Score -1.933233e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121288 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -19334910.000000 Penalty: 5892.316406
	Iteration 9Q: 3 clusters Score -1.933491e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -19335770.000000 Penalty: 5892.316406
	Iteration 10Q: 3 clusters Score -1.933577e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -19336192.000000 Penalty: 5892.316406
	Iteration 11Q: 3 clusters Score -1.933619e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -19336640.000000 Penalty: 5892.316406
	Iteration 12Q: 3 clusters Score -1.933664e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -19337008.000000 Penalty: 5892.316406
	Iteration 13Q: 3 clusters Score -1.933701e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -19337202.000000 Penalty: 5892.316406
	Iteration 14Q: 3 clusters Score -1.93372e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -19337476.000000 Penalty: 5892.316406
	Iteration 15Q: 3 clusters Score -1.933748e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -19337716.000000 Penalty: 5892.316406
	Iteration 16Q: 3 clusters Score -1.933772e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -19337892.000000 Penalty: 5892.316406
	Iteration 17Q: 3 clusters Score -1.933789e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -19338054.000000 Penalty: 5892.316406
	Iteration 18Q: 3 clusters Score -1.933805e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -19338190.000000 Penalty: 5892.316406
	Iteration 19Q: 3 clusters Score -1.933819e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129231 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -19338392.000000 Penalty: 5892.316406
	Iteration 20F: 3 clusters Score -1.933839e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -19338542.000000 Penalty: 5892.316406
	Iteration 21Q: 3 clusters Score -1.933854e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130218 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -19338628.000000 Penalty: 5892.316406
	Iteration 22Q: 3 clusters Score -1.933863e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -19338830.000000 Penalty: 5892.316406
	Iteration 23Q: 3 clusters Score -1.933883e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -19338926.000000 Penalty: 5892.316406
	Iteration 24Q: 3 clusters Score -1.933893e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131474 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -19339028.000000 Penalty: 5892.316406
	Iteration 25Q: 3 clusters Score -1.933903e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -19339142.000000 Penalty: 5892.316406
	Iteration 26Q: 3 clusters Score -1.933914e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -19339248.000000 Penalty: 5892.316406
	Iteration 27Q: 3 clusters Score -1.933925e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132560 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -19339292.000000 Penalty: 5892.316406
	Iteration 28Q: 3 clusters Score -1.933929e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -19339380.000000 Penalty: 5892.316406
	Iteration 29Q: 3 clusters Score -1.933938e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -19339404.000000 Penalty: 5892.316406
	Iteration 30Q: 3 clusters Score -1.93394e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133489 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -19339434.000000 Penalty: 5892.316406
	Iteration 31Q: 3 clusters Score -1.933943e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133716 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -19339522.000000 Penalty: 5892.316406
	Iteration 32Q: 3 clusters Score -1.933952e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133954 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -19339532.000000 Penalty: 5892.316406
	Iteration 33Q: 3 clusters Score -1.933953e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -19339550.000000 Penalty: 5892.316406
	Iteration 34Q: 3 clusters Score -1.933955e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -19339568.000000 Penalty: 5892.316406
	Iteration 35Q: 3 clusters Score -1.933957e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -19339604.000000 Penalty: 5892.316406
	Iteration 36Q: 3 clusters Score -1.93396e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134782 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -19339624.000000 Penalty: 5892.316406
	Iteration 37Q: 3 clusters Score -1.933962e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -19339650.000000 Penalty: 5892.316406
	Iteration 38Q: 3 clusters Score -1.933965e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135124 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -19339672.000000 Penalty: 5892.316406
	Iteration 39Q: 3 clusters Score -1.933967e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135331 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -19339664.000000 Penalty: 5892.316406
	Iteration 40F: 3 clusters Score -1.933966e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -19339696.000000 Penalty: 5892.316406
	Iteration 41Q: 3 clusters Score -1.93397e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -19339690.000000 Penalty: 5892.316406
	Iteration 42Q: 3 clusters Score -1.933969e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -19339676.000000 Penalty: 5892.316406
	Iteration 43Q: 3 clusters Score -1.933968e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -19339718.000000 Penalty: 5892.316406
	Iteration 44Q: 3 clusters Score -1.933972e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136230 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -19339772.000000 Penalty: 5892.316406
	Iteration 45Q: 3 clusters Score -1.933977e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -19339750.000000 Penalty: 5892.316406
	Iteration 46Q: 3 clusters Score -1.933975e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -19339750.000000 Penalty: 5892.316406
	Iteration 47Q: 3 clusters Score -1.933975e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -19339796.000000 Penalty: 5892.316406
	Iteration 48Q: 3 clusters Score -1.93398e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -19339844.000000 Penalty: 5892.316406
	Iteration 49Q: 3 clusters Score -1.933984e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137092 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -19339824.000000 Penalty: 5892.316406
	Iteration 50Q: 3 clusters Score -1.933982e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137272 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -19339826.000000 Penalty: 5892.316406
	Iteration 51Q: 3 clusters Score -1.933983e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -19339836.000000 Penalty: 5892.316406
	Iteration 52Q: 3 clusters Score -1.933984e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137597 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -19339882.000000 Penalty: 5892.316406
	Iteration 53Q: 3 clusters Score -1.933988e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -19339892.000000 Penalty: 5892.316406
	Iteration 54Q: 3 clusters Score -1.933989e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -19339826.000000 Penalty: 5892.316406
	Iteration 55Q: 3 clusters Score -1.933983e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137950 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -19339820.000000 Penalty: 5892.316406
	Iteration 56Q: 3 clusters Score -1.933982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -19339786.000000 Penalty: 5892.316406
	Iteration 57Q: 3 clusters Score -1.933979e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138192 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -19339746.000000 Penalty: 5892.316406
	Iteration 58Q: 3 clusters Score -1.933975e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -19339766.000000 Penalty: 5892.316406
	Iteration 59Q: 3 clusters Score -1.933977e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -19339798.000000 Penalty: 5892.316406
	Iteration 60F: 3 clusters Score -1.93398e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -19339804.000000 Penalty: 5892.316406
	Iteration 61Q: 3 clusters Score -1.93398e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -19339800.000000 Penalty: 5892.316406
	Iteration 62Q: 3 clusters Score -1.93398e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -19339794.000000 Penalty: 5892.316406
	Iteration 63Q: 3 clusters Score -1.933979e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -19339744.000000 Penalty: 5892.316406
	Iteration 64Q: 3 clusters Score -1.933974e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -19339758.000000 Penalty: 5892.316406
	Iteration 65Q: 3 clusters Score -1.933976e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -19339748.000000 Penalty: 5892.316406
	Iteration 66Q: 3 clusters Score -1.933975e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -19339750.000000 Penalty: 5892.316406
	Iteration 67Q: 3 clusters Score -1.933975e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139188 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -19339706.000000 Penalty: 5892.316406
	Iteration 68Q: 3 clusters Score -1.933971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -19339688.000000 Penalty: 5892.316406
	Iteration 69Q: 3 clusters Score -1.933969e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -19339708.000000 Penalty: 5892.316406
	Iteration 70Q: 3 clusters Score -1.933971e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -19339710.000000 Penalty: 5892.316406
	Iteration 71Q: 3 clusters Score -1.933971e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -19339670.000000 Penalty: 5892.316406
	Iteration 72Q: 3 clusters Score -1.933967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -19339670.000000 Penalty: 5892.316406
	Iteration 73Q: 3 clusters Score -1.933967e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -19339630.000000 Penalty: 5892.316406
	Iteration 74Q: 3 clusters Score -1.933963e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139741 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -19339602.000000 Penalty: 5892.316406
	Iteration 75Q: 3 clusters Score -1.93396e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -19339556.000000 Penalty: 5892.316406
	Iteration 76Q: 3 clusters Score -1.933956e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139853 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19339570.000000 Penalty: 5892.316406
	Iteration 77Q: 3 clusters Score -1.933957e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139908 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -19339540.000000 Penalty: 5892.316406
	Iteration 78Q: 3 clusters Score -1.933954e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -19339528.000000 Penalty: 5892.316406
	Iteration 79Q: 3 clusters Score -1.933953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -19339498.000000 Penalty: 5892.316406
	Iteration 80F: 3 clusters Score -1.93395e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -19339488.000000 Penalty: 5892.316406
	Iteration 81Q: 3 clusters Score -1.933949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19339492.000000 Penalty: 5892.316406
	Iteration 82Q: 3 clusters Score -1.933949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -19339488.000000 Penalty: 5892.316406
	Iteration 83Q: 3 clusters Score -1.933949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -19339504.000000 Penalty: 5892.316406
	Iteration 84Q: 3 clusters Score -1.93395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -19339488.000000 Penalty: 5892.316406
	Iteration 85Q: 3 clusters Score -1.933949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140375 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -19339496.000000 Penalty: 5892.316406
	Iteration 86Q: 3 clusters Score -1.93395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -19339456.000000 Penalty: 5892.316406
	Iteration 87Q: 3 clusters Score -1.933946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140434 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -19339460.000000 Penalty: 5892.316406
	Iteration 88Q: 3 clusters Score -1.933946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -19339440.000000 Penalty: 5892.316406
	Iteration 89Q: 3 clusters Score -1.933944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -19339426.000000 Penalty: 5892.316406
	Iteration 90Q: 3 clusters Score -1.933943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -19339440.000000 Penalty: 5892.316406
	Iteration 91Q: 3 clusters Score -1.933944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -19339454.000000 Penalty: 5892.316406
	Iteration 92Q: 3 clusters Score -1.933945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140586 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -19339424.000000 Penalty: 5892.316406
	Iteration 93Q: 3 clusters Score -1.933942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19339430.000000 Penalty: 5892.316406
	Iteration 94Q: 3 clusters Score -1.933943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140637 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -19339422.000000 Penalty: 5892.316406
	Iteration 95Q: 3 clusters Score -1.933942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140659 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -19339428.000000 Penalty: 5892.316406
	Iteration 96Q: 3 clusters Score -1.933943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -19339428.000000 Penalty: 5892.316406
	Iteration 97Q: 3 clusters Score -1.933943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -19339408.000000 Penalty: 5892.316406
	Iteration 98Q: 3 clusters Score -1.933941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -19339428.000000 Penalty: 5892.316406
	Iteration 99Q: 3 clusters Score -1.933943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140731 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -19339412.000000 Penalty: 5892.316406
	Iteration 100F: 3 clusters Score -1.933941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140745 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -19339416.000000 Penalty: 5892.316406
	Iteration 101Q: 3 clusters Score -1.933942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -19339414.000000 Penalty: 5892.316406
	Iteration 102Q: 3 clusters Score -1.933941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140775 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -19339400.000000 Penalty: 5892.316406
	Iteration 103Q: 3 clusters Score -1.93394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140793 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -19339382.000000 Penalty: 5892.316406
	Iteration 104Q: 3 clusters Score -1.933938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140813 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -19339364.000000 Penalty: 5892.316406
	Iteration 105Q: 3 clusters Score -1.933936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140829 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -19339360.000000 Penalty: 5892.316406
	Iteration 106Q: 3 clusters Score -1.933936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -19339344.000000 Penalty: 5892.316406
	Iteration 107Q: 3 clusters Score -1.933934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19339344.000000 Penalty: 5892.316406
	Iteration 108Q: 3 clusters Score -1.933934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19339340.000000 Penalty: 5892.316406
	Iteration 109Q: 3 clusters Score -1.933934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -19339344.000000 Penalty: 5892.316406
	Iteration 110Q: 3 clusters Score -1.933934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -19339348.000000 Penalty: 5892.316406
	Iteration 111Q: 3 clusters Score -1.933935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -19339340.000000 Penalty: 5892.316406
	Iteration 112Q: 3 clusters Score -1.933934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -19339324.000000 Penalty: 5892.316406
	Iteration 113Q: 3 clusters Score -1.933932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -19339336.000000 Penalty: 5892.316406
	Iteration 114Q: 3 clusters Score -1.933934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -19339344.000000 Penalty: 5892.316406
	Iteration 115Q: 3 clusters Score -1.933934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140917 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -19339336.000000 Penalty: 5892.316406
	Iteration 116Q: 3 clusters Score -1.933934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -19339332.000000 Penalty: 5892.316406
	Iteration 117Q: 3 clusters Score -1.933933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19339334.000000 Penalty: 5892.316406
	Iteration 118Q: 3 clusters Score -1.933933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19339324.000000 Penalty: 5892.316406
	Iteration 119Q: 3 clusters Score -1.933932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -19339330.000000 Penalty: 5892.316406
	Iteration 120F: 3 clusters Score -1.933933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -19339328.000000 Penalty: 5892.316406
	Iteration 121Q: 3 clusters Score -1.933933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -19339318.000000 Penalty: 5892.316406
	Iteration 122Q: 3 clusters Score -1.933932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -19339294.000000 Penalty: 5892.316406
	Iteration 123Q: 3 clusters Score -1.933929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -19339316.000000 Penalty: 5892.316406
	Iteration 124Q: 3 clusters Score -1.933932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -19339320.000000 Penalty: 5892.316406
	Iteration 125Q: 3 clusters Score -1.933932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -19339312.000000 Penalty: 5892.316406
	Iteration 126Q: 3 clusters Score -1.933931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140985 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -19339300.000000 Penalty: 5892.316406
	Iteration 127Q: 3 clusters Score -1.93393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19339314.000000 Penalty: 5892.316406
	Iteration 128Q: 3 clusters Score -1.933931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19339310.000000 Penalty: 5892.316406
	Iteration 129Q: 3 clusters Score -1.933931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19339310.000000 Penalty: 5892.316406
	Iteration 130F: 3 clusters Score -1.933931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (59356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Entering Unmasked Estep 
Score: -8058930.000000 Penalty: 2725.844482
	Iteration 0F: 2 clusters Score -8058930 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 29806 members 
Entering Unmasked Estep 
Score: -8019183.000000 Penalty: 5451.688965
	Iteration 0F: 3 clusters Score -8019183 nChanged 27729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -8035008.500000 Penalty: 5451.688965
	Iteration 1F: 3 clusters Score -8035008 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -8036217.000000 Penalty: 5451.688965
	Iteration 2Q: 3 clusters Score -8036217 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8037823.000000 Penalty: 5451.688965
	Iteration 3F: 3 clusters Score -8037823 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -8040268.000000 Penalty: 5451.688965
	Iteration 4F: 3 clusters Score -8040268 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8043802.500000 Penalty: 5451.688965
	Iteration 5F: 3 clusters Score -8043802 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8047791.500000 Penalty: 5451.688965
	Iteration 6F: 3 clusters Score -8047792 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8050906.000000 Penalty: 5451.688965
	Iteration 7F: 3 clusters Score -8050906 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8052533.000000 Penalty: 5451.688965
	Iteration 8Q: 3 clusters Score -8052533 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -8053197.500000 Penalty: 5451.688965
	Iteration 9Q: 3 clusters Score -8053198 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8053635.000000 Penalty: 5451.688965
	Iteration 10Q: 3 clusters Score -8053635 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -8053983.500000 Penalty: 5451.688965
	Iteration 11Q: 3 clusters Score -8053984 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -8054286.500000 Penalty: 5451.688965
	Iteration 12Q: 3 clusters Score -8054286 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -8054557.500000 Penalty: 5451.688965
	Iteration 13Q: 3 clusters Score -8054558 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -8054868.500000 Penalty: 5451.688965
	Iteration 14Q: 3 clusters Score -8054868 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -8055091.000000 Penalty: 5451.688965
	Iteration 15Q: 3 clusters Score -8055091 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -8055289.500000 Penalty: 5451.688965
	Iteration 16Q: 3 clusters Score -8055290 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -8055426.000000 Penalty: 5451.688965
	Iteration 17Q: 3 clusters Score -8055426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -8055543.500000 Penalty: 5451.688965
	Iteration 18Q: 3 clusters Score -8055544 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -8055701.000000 Penalty: 5451.688965
	Iteration 19Q: 3 clusters Score -8055701 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -8055800.500000 Penalty: 5451.688965
	Iteration 20F: 3 clusters Score -8055800 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -8055907.500000 Penalty: 5451.688965
	Iteration 21Q: 3 clusters Score -8055908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -8056010.500000 Penalty: 5451.688965
	Iteration 22Q: 3 clusters Score -8056010 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -8056100.500000 Penalty: 5451.688965
	Iteration 23Q: 3 clusters Score -8056100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -8056216.500000 Penalty: 5451.688965
	Iteration 24Q: 3 clusters Score -8056216 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -8056300.000000 Penalty: 5451.688965
	Iteration 25Q: 3 clusters Score -8056300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -8056372.500000 Penalty: 5451.688965
	Iteration 26Q: 3 clusters Score -8056372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -8056423.000000 Penalty: 5451.688965
	Iteration 27Q: 3 clusters Score -8056423 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -8056479.500000 Penalty: 5451.688965
	Iteration 28Q: 3 clusters Score -8056480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -8056537.000000 Penalty: 5451.688965
	Iteration 29Q: 3 clusters Score -8056537 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -8056606.000000 Penalty: 5451.688965
	Iteration 30Q: 3 clusters Score -8056606 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -8056662.500000 Penalty: 5451.688965
	Iteration 31Q: 3 clusters Score -8056662 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -8056731.000000 Penalty: 5451.688965
	Iteration 32Q: 3 clusters Score -8056731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -8056763.000000 Penalty: 5451.688965
	Iteration 33Q: 3 clusters Score -8056763 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -8056820.500000 Penalty: 5451.688965
	Iteration 34Q: 3 clusters Score -8056820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -8056839.500000 Penalty: 5451.688965
	Iteration 35Q: 3 clusters Score -8056840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -8056876.000000 Penalty: 5451.688965
	Iteration 36Q: 3 clusters Score -8056876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -8056898.500000 Penalty: 5451.688965
	Iteration 37Q: 3 clusters Score -8056898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -8056909.500000 Penalty: 5451.688965
	Iteration 38Q: 3 clusters Score -8056910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -8056922.500000 Penalty: 5451.688965
	Iteration 39Q: 3 clusters Score -8056922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -8056963.500000 Penalty: 5451.688965
	Iteration 40F: 3 clusters Score -8056964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -8056966.500000 Penalty: 5451.688965
	Iteration 41Q: 3 clusters Score -8056966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -8056980.000000 Penalty: 5451.688965
	Iteration 42Q: 3 clusters Score -8056980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -8056991.000000 Penalty: 5451.688965
	Iteration 43Q: 3 clusters Score -8056991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -8057002.500000 Penalty: 5451.688965
	Iteration 44Q: 3 clusters Score -8057002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -8057005.000000 Penalty: 5451.688965
	Iteration 45Q: 3 clusters Score -8057005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -8057002.000000 Penalty: 5451.688965
	Iteration 46Q: 3 clusters Score -8057002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -8057012.500000 Penalty: 5451.688965
	Iteration 47Q: 3 clusters Score -8057012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -8057006.000000 Penalty: 5451.688965
	Iteration 48Q: 3 clusters Score -8057006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -8057001.000000 Penalty: 5451.688965
	Iteration 49Q: 3 clusters Score -8057001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -8057003.500000 Penalty: 5451.688965
	Iteration 50Q: 3 clusters Score -8057004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -8057007.000000 Penalty: 5451.688965
	Iteration 51Q: 3 clusters Score -8057007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -8057016.500000 Penalty: 5451.688965
	Iteration 52Q: 3 clusters Score -8057016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -8057017.500000 Penalty: 5451.688965
	Iteration 53Q: 3 clusters Score -8057018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -8057019.000000 Penalty: 5451.688965
	Iteration 54Q: 3 clusters Score -8057019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -8057019.000000 Penalty: 5451.688965
	Iteration 55Q: 3 clusters Score -8057019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -8057020.000000 Penalty: 5451.688965
	Iteration 56Q: 3 clusters Score -8057020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8057014.500000 Penalty: 5451.688965
	Iteration 57Q: 3 clusters Score -8057014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -8057015.000000 Penalty: 5451.688965
	Iteration 58Q: 3 clusters Score -8057015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -8057021.500000 Penalty: 5451.688965
	Iteration 59Q: 3 clusters Score -8057022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -8057019.000000 Penalty: 5451.688965
	Iteration 60F: 3 clusters Score -8057019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -8057015.000000 Penalty: 5451.688965
	Iteration 61Q: 3 clusters Score -8057015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -8057015.500000 Penalty: 5451.688965
	Iteration 62Q: 3 clusters Score -8057016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -8057021.500000 Penalty: 5451.688965
	Iteration 63Q: 3 clusters Score -8057022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -8057021.000000 Penalty: 5451.688965
	Iteration 64Q: 3 clusters Score -8057021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -8057020.500000 Penalty: 5451.688965
	Iteration 65Q: 3 clusters Score -8057020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -8057021.500000 Penalty: 5451.688965
	Iteration 66Q: 3 clusters Score -8057022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8057018.500000 Penalty: 5451.688965
	Iteration 67Q: 3 clusters Score -8057018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8057018.500000 Penalty: 5451.688965
	Iteration 68F: 3 clusters Score -8057018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 41766 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 123348 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 157192 members 
Mstep: Class 9 contains 187310 members 
Mstep: Class 10 contains 43013 members 
Mstep: Class 11 contains 168903 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33549 members 
Mstep: Class 19 contains 162027 members 
Mstep: Class 20 contains 144303 members 
Mstep: Class 22 contains 59356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341088.000000 Penalty: 73593.648438
Iteration 399Q: 22 clusters Score -1.803411e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 43245 members 
Mstep: Class 3 contains 5276 members 
Mstep: Class 4 contains 123218 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17660 members 
Mstep: Class 8 contains 156939 members 
Mstep: Class 9 contains 187180 members 
Mstep: Class 10 contains 42982 members 
Mstep: Class 11 contains 168815 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 158205 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33462 members 
Mstep: Class 19 contains 161705 members 
Mstep: Class 20 contains 144199 members 
Mstep: Class 22 contains 59288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341952.000000 Penalty: 73593.648438
Iteration 400F: 22 clusters Score -1.80342e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 123073 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17666 members 
Mstep: Class 8 contains 156591 members 
Mstep: Class 9 contains 187065 members 
Mstep: Class 10 contains 42934 members 
Mstep: Class 11 contains 168770 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 157963 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 33387 members 
Mstep: Class 19 contains 161391 members 
Mstep: Class 20 contains 143996 members 
Mstep: Class 22 contains 59207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342560.000000 Penalty: 73593.648438
Iteration 401Q: 22 clusters Score -1.803426e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 46642 members 
Mstep: Class 3 contains 5266 members 
Mstep: Class 4 contains 122928 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17657 members 
Mstep: Class 8 contains 156203 members 
Mstep: Class 9 contains 186967 members 
Mstep: Class 10 contains 42865 members 
Mstep: Class 11 contains 168739 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 157727 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 33271 members 
Mstep: Class 19 contains 161039 members 
Mstep: Class 20 contains 143753 members 
Mstep: Class 22 contains 59158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343840.000000 Penalty: 73593.648438
Iteration 402Q: 22 clusters Score -1.803438e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 48519 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 122770 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 155786 members 
Mstep: Class 9 contains 186853 members 
Mstep: Class 10 contains 42760 members 
Mstep: Class 11 contains 168679 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 157501 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 18 contains 33166 members 
Mstep: Class 19 contains 160713 members 
Mstep: Class 20 contains 143498 members 
Mstep: Class 22 contains 59076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344448.000000 Penalty: 73593.648438
Iteration 403Q: 22 clusters Score -1.803444e+08 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 50422 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 122606 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 155362 members 
Mstep: Class 9 contains 186718 members 
Mstep: Class 10 contains 42630 members 
Mstep: Class 11 contains 168599 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 157273 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 33057 members 
Mstep: Class 19 contains 160385 members 
Mstep: Class 20 contains 143247 members 
Mstep: Class 22 contains 58996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345552.000000 Penalty: 73593.648438
Iteration 404Q: 22 clusters Score -1.803456e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 52267 members 
Mstep: Class 3 contains 5249 members 
Mstep: Class 4 contains 122416 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17654 members 
Mstep: Class 8 contains 154889 members 
Mstep: Class 9 contains 186595 members 
Mstep: Class 10 contains 42501 members 
Mstep: Class 11 contains 168495 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 157117 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 32945 members 
Mstep: Class 19 contains 160083 members 
Mstep: Class 20 contains 143020 members 
Mstep: Class 22 contains 58900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346544.000000 Penalty: 73593.648438
Iteration 405Q: 22 clusters Score -1.803465e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 54217 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 122199 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 154421 members 
Mstep: Class 9 contains 186491 members 
Mstep: Class 10 contains 42376 members 
Mstep: Class 11 contains 168330 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 156951 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 32849 members 
Mstep: Class 19 contains 159772 members 
Mstep: Class 20 contains 142775 members 
Mstep: Class 22 contains 58794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347424.000000 Penalty: 73593.648438
Iteration 406Q: 22 clusters Score -1.803474e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 56164 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 121940 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 153973 members 
Mstep: Class 9 contains 186388 members 
Mstep: Class 10 contains 42247 members 
Mstep: Class 11 contains 168146 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 156782 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 32740 members 
Mstep: Class 19 contains 159456 members 
Mstep: Class 20 contains 142568 members 
Mstep: Class 22 contains 58690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348288.000000 Penalty: 73593.648438
Iteration 407Q: 22 clusters Score -1.803483e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 58106 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 121693 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 153620 members 
Mstep: Class 9 contains 186247 members 
Mstep: Class 10 contains 42117 members 
Mstep: Class 11 contains 167941 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 156620 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 159132 members 
Mstep: Class 20 contains 142306 members 
Mstep: Class 22 contains 58581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348672.000000 Penalty: 73593.648438
Iteration 408Q: 22 clusters Score -1.803487e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 60003 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 121466 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 153312 members 
Mstep: Class 9 contains 186100 members 
Mstep: Class 10 contains 41979 members 
Mstep: Class 11 contains 167768 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 156408 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 32527 members 
Mstep: Class 19 contains 158791 members 
Mstep: Class 20 contains 142045 members 
Mstep: Class 22 contains 58482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348752.000000 Penalty: 73593.648438
Iteration 409Q: 22 clusters Score -1.803488e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 61889 members 
Mstep: Class 3 contains 5221 members 
Mstep: Class 4 contains 121224 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 153028 members 
Mstep: Class 9 contains 185998 members 
Mstep: Class 10 contains 41844 members 
Mstep: Class 11 contains 167575 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 156188 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 32432 members 
Mstep: Class 19 contains 158440 members 
Mstep: Class 20 contains 141763 members 
Mstep: Class 22 contains 58359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348768.000000 Penalty: 73593.648438
Iteration 410Q: 22 clusters Score -1.803488e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 63766 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 120971 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 152758 members 
Mstep: Class 9 contains 185931 members 
Mstep: Class 10 contains 41707 members 
Mstep: Class 11 contains 167346 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 155985 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 158053 members 
Mstep: Class 20 contains 141488 members 
Mstep: Class 22 contains 58232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349120.000000 Penalty: 73593.648438
Iteration 411Q: 22 clusters Score -1.803491e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 65660 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 120698 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 152544 members 
Mstep: Class 9 contains 185819 members 
Mstep: Class 10 contains 41598 members 
Mstep: Class 11 contains 167108 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 155757 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 32238 members 
Mstep: Class 19 contains 157693 members 
Mstep: Class 20 contains 141222 members 
Mstep: Class 22 contains 58087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350208.000000 Penalty: 73593.648438
Iteration 412Q: 22 clusters Score -1.803502e+08 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 67662 members 
Mstep: Class 3 contains 5200 members 
Mstep: Class 4 contains 120390 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 152269 members 
Mstep: Class 9 contains 185718 members 
Mstep: Class 10 contains 41486 members 
Mstep: Class 11 contains 166837 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 155529 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3159 members 
Mstep: Class 18 contains 32120 members 
Mstep: Class 19 contains 157286 members 
Mstep: Class 20 contains 141005 members 
Mstep: Class 22 contains 57931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350704.000000 Penalty: 73593.648438
Iteration 413Q: 22 clusters Score -1.803507e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 69615 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 120079 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 151988 members 
Mstep: Class 9 contains 185648 members 
Mstep: Class 10 contains 41365 members 
Mstep: Class 11 contains 166540 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 155265 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 19 contains 156833 members 
Mstep: Class 20 contains 140874 members 
Mstep: Class 22 contains 57790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351280.000000 Penalty: 73593.648438
Iteration 414Q: 22 clusters Score -1.803513e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 71581 members 
Mstep: Class 3 contains 5193 members 
Mstep: Class 4 contains 119727 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17600 members 
Mstep: Class 8 contains 151720 members 
Mstep: Class 9 contains 185563 members 
Mstep: Class 10 contains 41270 members 
Mstep: Class 11 contains 166252 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 154999 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 31922 members 
Mstep: Class 19 contains 156404 members 
Mstep: Class 20 contains 140732 members 
Mstep: Class 22 contains 57621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351472.000000 Penalty: 73593.648438
Iteration 415Q: 22 clusters Score -1.803515e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 73515 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 119401 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 151423 members 
Mstep: Class 9 contains 185422 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 165948 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 154730 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 31801 members 
Mstep: Class 19 contains 156007 members 
Mstep: Class 20 contains 140690 members 
Mstep: Class 22 contains 57482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352720.000000 Penalty: 73593.648438
Iteration 416Q: 22 clusters Score -1.803527e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 75347 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 119072 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 151133 members 
Mstep: Class 9 contains 185242 members 
Mstep: Class 10 contains 41050 members 
Mstep: Class 11 contains 165713 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 154496 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 31672 members 
Mstep: Class 19 contains 155610 members 
Mstep: Class 20 contains 140705 members 
Mstep: Class 22 contains 57335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353440.000000 Penalty: 73593.648438
Iteration 417Q: 22 clusters Score -1.803534e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 77127 members 
Mstep: Class 3 contains 5174 members 
Mstep: Class 4 contains 118760 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 150826 members 
Mstep: Class 9 contains 185107 members 
Mstep: Class 10 contains 40910 members 
Mstep: Class 11 contains 165410 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 154248 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 31558 members 
Mstep: Class 19 contains 155271 members 
Mstep: Class 20 contains 140756 members 
Mstep: Class 22 contains 57182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353984.000000 Penalty: 73593.648438
Iteration 418Q: 22 clusters Score -1.80354e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 78885 members 
Mstep: Class 3 contains 5172 members 
Mstep: Class 4 contains 118456 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 150525 members 
Mstep: Class 9 contains 184980 members 
Mstep: Class 10 contains 40803 members 
Mstep: Class 11 contains 165087 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 153989 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 31420 members 
Mstep: Class 19 contains 154942 members 
Mstep: Class 20 contains 140856 members 
Mstep: Class 22 contains 57040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355008.000000 Penalty: 73593.648438
Iteration 419Q: 22 clusters Score -1.80355e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 80563 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 118135 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 150236 members 
Mstep: Class 9 contains 184835 members 
Mstep: Class 10 contains 40693 members 
Mstep: Class 11 contains 164767 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 153795 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 31300 members 
Mstep: Class 19 contains 154670 members 
Mstep: Class 20 contains 140941 members 
Mstep: Class 22 contains 56899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355728.000000 Penalty: 73593.648438
Iteration 420F: 22 clusters Score -1.803557e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 82534 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 117824 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17585 members 
Mstep: Class 8 contains 149802 members 
Mstep: Class 9 contains 184678 members 
Mstep: Class 10 contains 40574 members 
Mstep: Class 11 contains 164446 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 153595 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 31161 members 
Mstep: Class 19 contains 154407 members 
Mstep: Class 20 contains 140926 members 
Mstep: Class 22 contains 56754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355968.000000 Penalty: 73593.648438
Iteration 421Q: 22 clusters Score -1.80356e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 84619 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 117495 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 17571 members 
Mstep: Class 8 contains 149382 members 
Mstep: Class 9 contains 184499 members 
Mstep: Class 10 contains 40440 members 
Mstep: Class 11 contains 164132 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 153382 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3146 members 
Mstep: Class 18 contains 31031 members 
Mstep: Class 19 contains 154158 members 
Mstep: Class 20 contains 140827 members 
Mstep: Class 22 contains 56609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356384.000000 Penalty: 73593.648438
Iteration 422Q: 22 clusters Score -1.803564e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 86699 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 4 contains 117159 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 148976 members 
Mstep: Class 9 contains 184320 members 
Mstep: Class 10 contains 40309 members 
Mstep: Class 11 contains 163830 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 153170 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 30903 members 
Mstep: Class 19 contains 153883 members 
Mstep: Class 20 contains 140729 members 
Mstep: Class 22 contains 56465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180356896.000000 Penalty: 73593.648438
Iteration 423Q: 22 clusters Score -1.803569e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 88841 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 116839 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 148618 members 
Mstep: Class 9 contains 184110 members 
Mstep: Class 10 contains 40161 members 
Mstep: Class 11 contains 163519 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 152967 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3143 members 
Mstep: Class 18 contains 30763 members 
Mstep: Class 19 contains 153576 members 
Mstep: Class 20 contains 140645 members 
Mstep: Class 22 contains 56295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357232.000000 Penalty: 73593.648438
Iteration 424Q: 22 clusters Score -1.803572e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 90958 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 116502 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17519 members 
Mstep: Class 8 contains 148288 members 
Mstep: Class 9 contains 183939 members 
Mstep: Class 10 contains 39994 members 
Mstep: Class 11 contains 163210 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 152720 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 30634 members 
Mstep: Class 19 contains 153289 members 
Mstep: Class 20 contains 140576 members 
Mstep: Class 22 contains 56128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357856.000000 Penalty: 73593.648438
Iteration 425Q: 22 clusters Score -1.803579e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 92957 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 116217 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17507 members 
Mstep: Class 8 contains 148009 members 
Mstep: Class 9 contains 183743 members 
Mstep: Class 10 contains 39856 members 
Mstep: Class 11 contains 162939 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 152493 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 30510 members 
Mstep: Class 19 contains 152986 members 
Mstep: Class 20 contains 140490 members 
Mstep: Class 22 contains 55966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358016.000000 Penalty: 73593.648438
Iteration 426Q: 22 clusters Score -1.80358e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 94959 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 115901 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17489 members 
Mstep: Class 8 contains 147732 members 
Mstep: Class 9 contains 183546 members 
Mstep: Class 10 contains 39753 members 
Mstep: Class 11 contains 162623 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 152255 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 152665 members 
Mstep: Class 20 contains 140433 members 
Mstep: Class 22 contains 55834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358672.000000 Penalty: 73593.648438
Iteration 427Q: 22 clusters Score -1.803587e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 96966 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 115592 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17470 members 
Mstep: Class 8 contains 147499 members 
Mstep: Class 9 contains 183368 members 
Mstep: Class 10 contains 39635 members 
Mstep: Class 11 contains 162287 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 152018 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 30266 members 
Mstep: Class 19 contains 152389 members 
Mstep: Class 20 contains 140310 members 
Mstep: Class 22 contains 55703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359360.000000 Penalty: 73593.648438
Iteration 428Q: 22 clusters Score -1.803594e+08 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 98910 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 115326 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 147352 members 
Mstep: Class 9 contains 183191 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 162008 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 151749 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 30141 members 
Mstep: Class 19 contains 152098 members 
Mstep: Class 20 contains 140174 members 
Mstep: Class 22 contains 55520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360224.000000 Penalty: 73593.648438
Iteration 429Q: 22 clusters Score -1.803602e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 100794 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 115030 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17446 members 
Mstep: Class 8 contains 147237 members 
Mstep: Class 9 contains 183048 members 
Mstep: Class 10 contains 39403 members 
Mstep: Class 11 contains 161756 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 151473 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 30030 members 
Mstep: Class 19 contains 151805 members 
Mstep: Class 20 contains 140044 members 
Mstep: Class 22 contains 55334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360352.000000 Penalty: 73593.648438
Iteration 430Q: 22 clusters Score -1.803604e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 102663 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 114711 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 147083 members 
Mstep: Class 9 contains 182917 members 
Mstep: Class 10 contains 39287 members 
Mstep: Class 11 contains 161520 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 151178 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 29906 members 
Mstep: Class 19 contains 151573 members 
Mstep: Class 20 contains 139907 members 
Mstep: Class 22 contains 55151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360688.000000 Penalty: 73593.648438
Iteration 431Q: 22 clusters Score -1.803607e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 104487 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 114412 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17444 members 
Mstep: Class 8 contains 146915 members 
Mstep: Class 9 contains 182800 members 
Mstep: Class 10 contains 39157 members 
Mstep: Class 11 contains 161275 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 150902 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 29781 members 
Mstep: Class 19 contains 151315 members 
Mstep: Class 20 contains 139812 members 
Mstep: Class 22 contains 54978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180361088.000000 Penalty: 73593.648438
Iteration 432Q: 22 clusters Score -1.803611e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 106294 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 114135 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 146748 members 
Mstep: Class 9 contains 182706 members 
Mstep: Class 10 contains 39041 members 
Mstep: Class 11 contains 161037 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 150630 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 29637 members 
Mstep: Class 19 contains 151028 members 
Mstep: Class 20 contains 139696 members 
Mstep: Class 22 contains 54808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180361040.000000 Penalty: 73593.648438
Iteration 433Q: 22 clusters Score -1.80361e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 108134 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 113853 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17463 members 
Mstep: Class 8 contains 146608 members 
Mstep: Class 9 contains 182578 members 
Mstep: Class 10 contains 38921 members 
Mstep: Class 11 contains 160806 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 150301 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 29517 members 
Mstep: Class 19 contains 150706 members 
Mstep: Class 20 contains 139615 members 
Mstep: Class 22 contains 54655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180361920.000000 Penalty: 73593.648438
Iteration 434Q: 22 clusters Score -1.803619e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 109967 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 113545 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17461 members 
Mstep: Class 8 contains 146451 members 
Mstep: Class 9 contains 182469 members 
Mstep: Class 10 contains 38775 members 
Mstep: Class 11 contains 160555 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 150001 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 29408 members 
Mstep: Class 19 contains 150436 members 
Mstep: Class 20 contains 139474 members 
Mstep: Class 22 contains 54536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362496.000000 Penalty: 73593.648438
Iteration 435Q: 22 clusters Score -1.803625e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 111766 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 113207 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 146263 members 
Mstep: Class 9 contains 182397 members 
Mstep: Class 10 contains 38626 members 
Mstep: Class 11 contains 160298 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 149726 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 29303 members 
Mstep: Class 19 contains 150183 members 
Mstep: Class 20 contains 139371 members 
Mstep: Class 22 contains 54413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362704.000000 Penalty: 73593.648438
Iteration 436Q: 22 clusters Score -1.803627e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 113520 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112875 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17448 members 
Mstep: Class 8 contains 146118 members 
Mstep: Class 9 contains 182304 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 160045 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 149448 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 29220 members 
Mstep: Class 19 contains 149951 members 
Mstep: Class 20 contains 139295 members 
Mstep: Class 22 contains 54274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363056.000000 Penalty: 73593.648438
Iteration 437Q: 22 clusters Score -1.803631e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 115234 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112562 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17434 members 
Mstep: Class 8 contains 145951 members 
Mstep: Class 9 contains 182173 members 
Mstep: Class 10 contains 38319 members 
Mstep: Class 11 contains 159765 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 149256 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 29146 members 
Mstep: Class 19 contains 149729 members 
Mstep: Class 20 contains 139157 members 
Mstep: Class 22 contains 54152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363408.000000 Penalty: 73593.648438
Iteration 438Q: 22 clusters Score -1.803634e+08 nChanged 2974
Entering ConstructFrom: 
Score: -180363408.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (63766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Entering Unmasked Estep 
Score: -8310585.000000 Penalty: 2743.617920
	Iteration 0F: 2 clusters Score -8310585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -8267645.000000 Penalty: 5487.235840
	Iteration 0F: 3 clusters Score -8267645 nChanged 29720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -8284036.000000 Penalty: 5487.235840
	Iteration 1F: 3 clusters Score -8284036 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -8284627.000000 Penalty: 5487.235840
	Iteration 2Q: 3 clusters Score -8284627 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -8285106.500000 Penalty: 5487.235840
	Iteration 3Q: 3 clusters Score -8285106 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8285603.500000 Penalty: 5487.235840
	Iteration 4Q: 3 clusters Score -8285604 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -8286068.000000 Penalty: 5487.235840
	Iteration 5Q: 3 clusters Score -8286068 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -8286704.000000 Penalty: 5487.235840
	Iteration 6Q: 3 clusters Score -8286704 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -8287595.500000 Penalty: 5487.235840
	Iteration 7Q: 3 clusters Score -8287596 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8288984.000000 Penalty: 5487.235840
	Iteration 8Q: 3 clusters Score -8288984 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -8291076.500000 Penalty: 5487.235840
	Iteration 9F: 3 clusters Score -8291076 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -8294294.000000 Penalty: 5487.235840
	Iteration 10F: 3 clusters Score -8294294 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -8298760.500000 Penalty: 5487.235840
	Iteration 11F: 3 clusters Score -8298760 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8303082.500000 Penalty: 5487.235840
	Iteration 12F: 3 clusters Score -8303082 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8305978.500000 Penalty: 5487.235840
	Iteration 13Q: 3 clusters Score -8305978 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8307369.500000 Penalty: 5487.235840
	Iteration 14Q: 3 clusters Score -8307370 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8307907.000000 Penalty: 5487.235840
	Iteration 15Q: 3 clusters Score -8307907 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8308135.000000 Penalty: 5487.235840
	Iteration 16Q: 3 clusters Score -8308135 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8308239.500000 Penalty: 5487.235840
	Iteration 17Q: 3 clusters Score -8308240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8308291.500000 Penalty: 5487.235840
	Iteration 18Q: 3 clusters Score -8308292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8308314.500000 Penalty: 5487.235840
	Iteration 19Q: 3 clusters Score -8308314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8308331.500000 Penalty: 5487.235840
	Iteration 20F: 3 clusters Score -8308332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8308342.500000 Penalty: 5487.235840
	Iteration 21Q: 3 clusters Score -8308342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8308355.000000 Penalty: 5487.235840
	Iteration 22Q: 3 clusters Score -8308355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8308359.000000 Penalty: 5487.235840
	Iteration 23Q: 3 clusters Score -8308359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8308364.500000 Penalty: 5487.235840
	Iteration 24Q: 3 clusters Score -8308364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8308368.000000 Penalty: 5487.235840
	Iteration 25Q: 3 clusters Score -8308368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8308380.000000 Penalty: 5487.235840
	Iteration 26Q: 3 clusters Score -8308380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8308386.000000 Penalty: 5487.235840
	Iteration 27Q: 3 clusters Score -8308386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8308387.000000 Penalty: 5487.235840
	Iteration 28Q: 3 clusters Score -8308387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8308395.000000 Penalty: 5487.235840
	Iteration 29Q: 3 clusters Score -8308395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8308395.500000 Penalty: 5487.235840
	Iteration 30Q: 3 clusters Score -8308396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8308396.000000 Penalty: 5487.235840
	Iteration 31Q: 3 clusters Score -8308396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8308396.000000 Penalty: 5487.235840
	Iteration 32Q: 3 clusters Score -8308396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63345 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8308396.000000 Penalty: 5487.235840
	Iteration 33F: 3 clusters Score -8308396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Entering Unmasked Estep 
Score: -15879102.000000 Penalty: 2893.875244
	Iteration 0F: 2 clusters Score -1.58791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -15801247.000000 Penalty: 5787.750488
	Iteration 0F: 3 clusters Score -1.580125e+07 nChanged 55342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -15832473.000000 Penalty: 5787.750488
	Iteration 1F: 3 clusters Score -1.583247e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -15833150.000000 Penalty: 5787.750488
	Iteration 2Q: 3 clusters Score -1.583315e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -15833770.000000 Penalty: 5787.750488
	Iteration 3Q: 3 clusters Score -1.583377e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -15834404.000000 Penalty: 5787.750488
	Iteration 4Q: 3 clusters Score -1.58344e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -15835124.000000 Penalty: 5787.750488
	Iteration 5Q: 3 clusters Score -1.583512e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -15836036.000000 Penalty: 5787.750488
	Iteration 6Q: 3 clusters Score -1.583604e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -15837417.000000 Penalty: 5787.750488
	Iteration 7Q: 3 clusters Score -1.583742e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -15839892.000000 Penalty: 5787.750488
	Iteration 8Q: 3 clusters Score -1.583989e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -15844197.000000 Penalty: 5787.750488
	Iteration 9F: 3 clusters Score -1.58442e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -15849583.000000 Penalty: 5787.750488
	Iteration 10F: 3 clusters Score -1.584958e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -15854465.000000 Penalty: 5787.750488
	Iteration 11F: 3 clusters Score -1.585446e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -15856947.000000 Penalty: 5787.750488
	Iteration 12Q: 3 clusters Score -1.585695e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -15857938.000000 Penalty: 5787.750488
	Iteration 13Q: 3 clusters Score -1.585794e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -15858624.000000 Penalty: 5787.750488
	Iteration 14Q: 3 clusters Score -1.585862e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -15859008.000000 Penalty: 5787.750488
	Iteration 15Q: 3 clusters Score -1.585901e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -15859512.000000 Penalty: 5787.750488
	Iteration 16Q: 3 clusters Score -1.585951e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -15860097.000000 Penalty: 5787.750488
	Iteration 17Q: 3 clusters Score -1.58601e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -15860613.000000 Penalty: 5787.750488
	Iteration 18Q: 3 clusters Score -1.586061e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -15861168.000000 Penalty: 5787.750488
	Iteration 19Q: 3 clusters Score -1.586117e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -15861760.000000 Penalty: 5787.750488
	Iteration 20F: 3 clusters Score -1.586176e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -15862593.000000 Penalty: 5787.750488
	Iteration 21Q: 3 clusters Score -1.586259e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -15863330.000000 Penalty: 5787.750488
	Iteration 22Q: 3 clusters Score -1.586333e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -15864067.000000 Penalty: 5787.750488
	Iteration 23Q: 3 clusters Score -1.586407e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -15864876.000000 Penalty: 5787.750488
	Iteration 24Q: 3 clusters Score -1.586488e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -15865866.000000 Penalty: 5787.750488
	Iteration 25Q: 3 clusters Score -1.586587e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -15866983.000000 Penalty: 5787.750488
	Iteration 26Q: 3 clusters Score -1.586698e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -15868153.000000 Penalty: 5787.750488
	Iteration 27Q: 3 clusters Score -1.586815e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -15869360.000000 Penalty: 5787.750488
	Iteration 28Q: 3 clusters Score -1.586936e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -15870584.000000 Penalty: 5787.750488
	Iteration 29Q: 3 clusters Score -1.587058e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -15871835.000000 Penalty: 5787.750488
	Iteration 30Q: 3 clusters Score -1.587184e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -15872815.000000 Penalty: 5787.750488
	Iteration 31Q: 3 clusters Score -1.587282e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111930 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -15873842.000000 Penalty: 5787.750488
	Iteration 32Q: 3 clusters Score -1.587384e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113188 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15874658.000000 Penalty: 5787.750488
	Iteration 33Q: 3 clusters Score -1.587466e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -15875168.000000 Penalty: 5787.750488
	Iteration 34Q: 3 clusters Score -1.587517e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -15875521.000000 Penalty: 5787.750488
	Iteration 35Q: 3 clusters Score -1.587552e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15875841.000000 Penalty: 5787.750488
	Iteration 36Q: 3 clusters Score -1.587584e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15876077.000000 Penalty: 5787.750488
	Iteration 37Q: 3 clusters Score -1.587608e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15876192.000000 Penalty: 5787.750488
	Iteration 38Q: 3 clusters Score -1.587619e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15876298.000000 Penalty: 5787.750488
	Iteration 39Q: 3 clusters Score -1.58763e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15876364.000000 Penalty: 5787.750488
	Iteration 40F: 3 clusters Score -1.587636e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15876397.000000 Penalty: 5787.750488
	Iteration 41Q: 3 clusters Score -1.58764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -15876427.000000 Penalty: 5787.750488
	Iteration 42Q: 3 clusters Score -1.587643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15876445.000000 Penalty: 5787.750488
	Iteration 43Q: 3 clusters Score -1.587644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15876492.000000 Penalty: 5787.750488
	Iteration 44Q: 3 clusters Score -1.587649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15876498.000000 Penalty: 5787.750488
	Iteration 45Q: 3 clusters Score -1.58765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15876519.000000 Penalty: 5787.750488
	Iteration 46Q: 3 clusters Score -1.587652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15876526.000000 Penalty: 5787.750488
	Iteration 47Q: 3 clusters Score -1.587653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -15876538.000000 Penalty: 5787.750488
	Iteration 48Q: 3 clusters Score -1.587654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15876547.000000 Penalty: 5787.750488
	Iteration 49Q: 3 clusters Score -1.587655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -15876561.000000 Penalty: 5787.750488
	Iteration 50Q: 3 clusters Score -1.587656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15876587.000000 Penalty: 5787.750488
	Iteration 51Q: 3 clusters Score -1.587659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15876583.000000 Penalty: 5787.750488
	Iteration 52Q: 3 clusters Score -1.587658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15876608.000000 Penalty: 5787.750488
	Iteration 53Q: 3 clusters Score -1.587661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15876620.000000 Penalty: 5787.750488
	Iteration 54Q: 3 clusters Score -1.587662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -15876614.000000 Penalty: 5787.750488
	Iteration 55Q: 3 clusters Score -1.587661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15876627.000000 Penalty: 5787.750488
	Iteration 56Q: 3 clusters Score -1.587663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116352 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15876622.000000 Penalty: 5787.750488
	Iteration 57Q: 3 clusters Score -1.587662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15876618.000000 Penalty: 5787.750488
	Iteration 58Q: 3 clusters Score -1.587662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15876616.000000 Penalty: 5787.750488
	Iteration 59Q: 3 clusters Score -1.587662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15876629.000000 Penalty: 5787.750488
	Iteration 60F: 3 clusters Score -1.587663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15876643.000000 Penalty: 5787.750488
	Iteration 61Q: 3 clusters Score -1.587664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15876644.000000 Penalty: 5787.750488
	Iteration 62Q: 3 clusters Score -1.587664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15876648.000000 Penalty: 5787.750488
	Iteration 63Q: 3 clusters Score -1.587665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15876654.000000 Penalty: 5787.750488
	Iteration 64Q: 3 clusters Score -1.587665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15876648.000000 Penalty: 5787.750488
	Iteration 65Q: 3 clusters Score -1.587665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15876640.000000 Penalty: 5787.750488
	Iteration 66Q: 3 clusters Score -1.587664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15876644.000000 Penalty: 5787.750488
	Iteration 67Q: 3 clusters Score -1.587664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -15876648.000000 Penalty: 5787.750488
	Iteration 68Q: 3 clusters Score -1.587665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15876648.000000 Penalty: 5787.750488
	Iteration 69Q: 3 clusters Score -1.587665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15876656.000000 Penalty: 5787.750488
	Iteration 70Q: 3 clusters Score -1.587666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15876655.000000 Penalty: 5787.750488
	Iteration 71Q: 3 clusters Score -1.587666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15876666.000000 Penalty: 5787.750488
	Iteration 72Q: 3 clusters Score -1.587667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15876666.000000 Penalty: 5787.750488
	Iteration 73F: 3 clusters Score -1.587667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -654861.187500 Penalty: 2118.581299
	Iteration 0F: 2 clusters Score -654861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -650307.562500 Penalty: 4237.162598
	Iteration 0F: 3 clusters Score -650307.6 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -651502.125000 Penalty: 4237.162598
	Iteration 1F: 3 clusters Score -651502.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -651943.500000 Penalty: 4237.162598
	Iteration 2F: 3 clusters Score -651943.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -652273.937500 Penalty: 4237.162598
	Iteration 3F: 3 clusters Score -652273.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -652536.500000 Penalty: 4237.162598
	Iteration 4F: 3 clusters Score -652536.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -652775.500000 Penalty: 4237.162598
	Iteration 5F: 3 clusters Score -652775.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -652958.750000 Penalty: 4237.162598
	Iteration 6Q: 3 clusters Score -652958.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -653100.062500 Penalty: 4237.162598
	Iteration 7Q: 3 clusters Score -653100.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -653192.812500 Penalty: 4237.162598
	Iteration 8Q: 3 clusters Score -653192.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -653271.187500 Penalty: 4237.162598
	Iteration 9Q: 3 clusters Score -653271.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -653332.500000 Penalty: 4237.162598
	Iteration 10Q: 3 clusters Score -653332.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -653376.187500 Penalty: 4237.162598
	Iteration 11Q: 3 clusters Score -653376.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -653415.687500 Penalty: 4237.162598
	Iteration 12Q: 3 clusters Score -653415.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -653453.125000 Penalty: 4237.162598
	Iteration 13Q: 3 clusters Score -653453.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -653471.437500 Penalty: 4237.162598
	Iteration 14Q: 3 clusters Score -653471.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -653490.687500 Penalty: 4237.162598
	Iteration 15Q: 3 clusters Score -653490.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -653505.562500 Penalty: 4237.162598
	Iteration 16Q: 3 clusters Score -653505.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -653515.437500 Penalty: 4237.162598
	Iteration 17Q: 3 clusters Score -653515.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -653525.250000 Penalty: 4237.162598
	Iteration 18Q: 3 clusters Score -653525.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -653531.812500 Penalty: 4237.162598
	Iteration 19Q: 3 clusters Score -653531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -653534.937500 Penalty: 4237.162598
	Iteration 20F: 3 clusters Score -653534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -653541.312500 Penalty: 4237.162598
	Iteration 21Q: 3 clusters Score -653541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -653542.625000 Penalty: 4237.162598
	Iteration 22Q: 3 clusters Score -653542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -653547.437500 Penalty: 4237.162598
	Iteration 23Q: 3 clusters Score -653547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -653549.937500 Penalty: 4237.162598
	Iteration 24Q: 3 clusters Score -653549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -653554.875000 Penalty: 4237.162598
	Iteration 25Q: 3 clusters Score -653554.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -653560.437500 Penalty: 4237.162598
	Iteration 26Q: 3 clusters Score -653560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -653562.937500 Penalty: 4237.162598
	Iteration 27Q: 3 clusters Score -653562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -653567.375000 Penalty: 4237.162598
	Iteration 28Q: 3 clusters Score -653567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -653569.187500 Penalty: 4237.162598
	Iteration 29Q: 3 clusters Score -653569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -653573.437500 Penalty: 4237.162598
	Iteration 30Q: 3 clusters Score -653573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -653577.125000 Penalty: 4237.162598
	Iteration 31Q: 3 clusters Score -653577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -653578.500000 Penalty: 4237.162598
	Iteration 32Q: 3 clusters Score -653578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -653580.562500 Penalty: 4237.162598
	Iteration 33Q: 3 clusters Score -653580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -653584.125000 Penalty: 4237.162598
	Iteration 34Q: 3 clusters Score -653584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -653585.312500 Penalty: 4237.162598
	Iteration 35Q: 3 clusters Score -653585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -653588.125000 Penalty: 4237.162598
	Iteration 36Q: 3 clusters Score -653588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -653589.562500 Penalty: 4237.162598
	Iteration 37Q: 3 clusters Score -653589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -653592.687500 Penalty: 4237.162598
	Iteration 38Q: 3 clusters Score -653592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -653594.000000 Penalty: 4237.162598
	Iteration 39Q: 3 clusters Score -653594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -653597.687500 Penalty: 4237.162598
	Iteration 40F: 3 clusters Score -653597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Entering Unmasked Estep 
Score: -15160584.000000 Penalty: 2883.899170
	Iteration 0F: 2 clusters Score -1.516058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -15085615.000000 Penalty: 5767.798340
	Iteration 0F: 3 clusters Score -1.508562e+07 nChanged 53079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -15116068.000000 Penalty: 5767.798340
	Iteration 1F: 3 clusters Score -1.511607e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -15117034.000000 Penalty: 5767.798340
	Iteration 2Q: 3 clusters Score -1.511703e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -15118369.000000 Penalty: 5767.798340
	Iteration 3Q: 3 clusters Score -1.511837e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -15120462.000000 Penalty: 5767.798340
	Iteration 4Q: 3 clusters Score -1.512046e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -15123906.000000 Penalty: 5767.798340
	Iteration 5F: 3 clusters Score -1.512391e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -15129337.000000 Penalty: 5767.798340
	Iteration 6F: 3 clusters Score -1.512934e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -15136461.000000 Penalty: 5767.798340
	Iteration 7F: 3 clusters Score -1.513646e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -15143606.000000 Penalty: 5767.798340
	Iteration 8F: 3 clusters Score -1.514361e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -15149538.000000 Penalty: 5767.798340
	Iteration 9F: 3 clusters Score -1.514954e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -15152998.000000 Penalty: 5767.798340
	Iteration 10Q: 3 clusters Score -1.5153e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -15154466.000000 Penalty: 5767.798340
	Iteration 11Q: 3 clusters Score -1.515447e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -15155211.000000 Penalty: 5767.798340
	Iteration 12Q: 3 clusters Score -1.515521e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -15155707.000000 Penalty: 5767.798340
	Iteration 13Q: 3 clusters Score -1.515571e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -15156085.000000 Penalty: 5767.798340
	Iteration 14Q: 3 clusters Score -1.515608e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -15156366.000000 Penalty: 5767.798340
	Iteration 15Q: 3 clusters Score -1.515637e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -15156611.000000 Penalty: 5767.798340
	Iteration 16Q: 3 clusters Score -1.515661e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -15156806.000000 Penalty: 5767.798340
	Iteration 17Q: 3 clusters Score -1.515681e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -15156964.000000 Penalty: 5767.798340
	Iteration 18Q: 3 clusters Score -1.515696e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -15157190.000000 Penalty: 5767.798340
	Iteration 19Q: 3 clusters Score -1.515719e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -15157343.000000 Penalty: 5767.798340
	Iteration 20F: 3 clusters Score -1.515734e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -15157528.000000 Penalty: 5767.798340
	Iteration 21Q: 3 clusters Score -1.515753e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -15157674.000000 Penalty: 5767.798340
	Iteration 22Q: 3 clusters Score -1.515767e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -15157776.000000 Penalty: 5767.798340
	Iteration 23Q: 3 clusters Score -1.515778e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -15157887.000000 Penalty: 5767.798340
	Iteration 24Q: 3 clusters Score -1.515789e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -15157926.000000 Penalty: 5767.798340
	Iteration 25Q: 3 clusters Score -1.515793e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -15157977.000000 Penalty: 5767.798340
	Iteration 26Q: 3 clusters Score -1.515798e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -15158042.000000 Penalty: 5767.798340
	Iteration 27Q: 3 clusters Score -1.515804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -15158058.000000 Penalty: 5767.798340
	Iteration 28Q: 3 clusters Score -1.515806e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -15158102.000000 Penalty: 5767.798340
	Iteration 29Q: 3 clusters Score -1.51581e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -15158097.000000 Penalty: 5767.798340
	Iteration 30Q: 3 clusters Score -1.51581e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -15158139.000000 Penalty: 5767.798340
	Iteration 31Q: 3 clusters Score -1.515814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -15158131.000000 Penalty: 5767.798340
	Iteration 32Q: 3 clusters Score -1.515813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -15158151.000000 Penalty: 5767.798340
	Iteration 33Q: 3 clusters Score -1.515815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -15158161.000000 Penalty: 5767.798340
	Iteration 34Q: 3 clusters Score -1.515816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -15158158.000000 Penalty: 5767.798340
	Iteration 35Q: 3 clusters Score -1.515816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -15158148.000000 Penalty: 5767.798340
	Iteration 36Q: 3 clusters Score -1.515815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -15158163.000000 Penalty: 5767.798340
	Iteration 37Q: 3 clusters Score -1.515816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -15158176.000000 Penalty: 5767.798340
	Iteration 38Q: 3 clusters Score -1.515818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -15158179.000000 Penalty: 5767.798340
	Iteration 39Q: 3 clusters Score -1.515818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -15158178.000000 Penalty: 5767.798340
	Iteration 40F: 3 clusters Score -1.515818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -15158188.000000 Penalty: 5767.798340
	Iteration 41Q: 3 clusters Score -1.515819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -15158206.000000 Penalty: 5767.798340
	Iteration 42Q: 3 clusters Score -1.515821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -15158192.000000 Penalty: 5767.798340
	Iteration 43Q: 3 clusters Score -1.515819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 110977 members 
Entering Unmasked Estep 
Score: -15158190.000000 Penalty: 5767.798340
	Iteration 44Q: 3 clusters Score -1.515819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -15158211.000000 Penalty: 5767.798340
	Iteration 45Q: 3 clusters Score -1.515821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 110999 members 
Entering Unmasked Estep 
Score: -15158201.000000 Penalty: 5767.798340
	Iteration 46Q: 3 clusters Score -1.51582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -15158217.000000 Penalty: 5767.798340
	Iteration 47Q: 3 clusters Score -1.515822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -15158226.000000 Penalty: 5767.798340
	Iteration 48Q: 3 clusters Score -1.515823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -15158217.000000 Penalty: 5767.798340
	Iteration 49Q: 3 clusters Score -1.515822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -15158224.000000 Penalty: 5767.798340
	Iteration 50Q: 3 clusters Score -1.515822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -15158222.000000 Penalty: 5767.798340
	Iteration 51Q: 3 clusters Score -1.515822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -15158222.000000 Penalty: 5767.798340
	Iteration 52Q: 3 clusters Score -1.515822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -15158217.000000 Penalty: 5767.798340
	Iteration 53Q: 3 clusters Score -1.515822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -15158221.000000 Penalty: 5767.798340
	Iteration 54Q: 3 clusters Score -1.515822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -15158227.000000 Penalty: 5767.798340
	Iteration 55Q: 3 clusters Score -1.515823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -15158235.000000 Penalty: 5767.798340
	Iteration 56Q: 3 clusters Score -1.515824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 111071 members 
Entering Unmasked Estep 
Score: -15158224.000000 Penalty: 5767.798340
	Iteration 57Q: 3 clusters Score -1.515822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -15158239.000000 Penalty: 5767.798340
	Iteration 58Q: 3 clusters Score -1.515824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -15158240.000000 Penalty: 5767.798340
	Iteration 59Q: 3 clusters Score -1.515824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -15158254.000000 Penalty: 5767.798340
	Iteration 60F: 3 clusters Score -1.515825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -15158247.000000 Penalty: 5767.798340
	Iteration 61Q: 3 clusters Score -1.515825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -15158252.000000 Penalty: 5767.798340
	Iteration 62Q: 3 clusters Score -1.515825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -15158237.000000 Penalty: 5767.798340
	Iteration 63Q: 3 clusters Score -1.515824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -15158240.000000 Penalty: 5767.798340
	Iteration 64Q: 3 clusters Score -1.515824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -15158244.000000 Penalty: 5767.798340
	Iteration 65Q: 3 clusters Score -1.515824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
Score: -15158245.000000 Penalty: 5767.798340
	Iteration 66Q: 3 clusters Score -1.515824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
Score: -15158244.000000 Penalty: 5767.798340
	Iteration 67Q: 3 clusters Score -1.515824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -15158234.000000 Penalty: 5767.798340
	Iteration 68Q: 3 clusters Score -1.515823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -15158242.000000 Penalty: 5767.798340
	Iteration 69Q: 3 clusters Score -1.515824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -15158242.000000 Penalty: 5767.798340
	Iteration 70F: 3 clusters Score -1.515824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 292 members 
Entering Unmasked Estep 
Score: -64117.140625 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64117.14 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64500.554688 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64500.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64866.949219 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64866.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65186.910156 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -65186.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65350.824219 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -65350.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65545.742188 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -65545.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65864.742188 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -65864.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66147.609375 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -66147.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66345.296875 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -66345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66360.000000 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -66360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66360.000000 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -66360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116874 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112266 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 145800 members 
Mstep: Class 9 contains 182061 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 159500 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 149056 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 139043 members 
Mstep: Class 21 contains 371 members 
Mstep: Class 22 contains 54018 members 
Entering Unmasked Estep 
Score: -180361824.000000 Penalty: 77098.109375
Splitting cluster 5 changes total score from -180363408.000000 to -180361824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -39613.097656 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -39613.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38285.511719 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -38285.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38410.601562 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -38410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38453.574219 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -38453.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38496.226562 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -38496.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38519.113281 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -38519.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38522.476562 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -38522.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38522.476562 Penalty: 2905.534668
	Iteration 6F: 3 clusters Score -38522.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Entering Unmasked Estep 
Score: -2187508.750000 Penalty: 2421.983643
	Iteration 0F: 2 clusters Score -2187509 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 8589 members 
Entering Unmasked Estep 
Score: -2175125.750000 Penalty: 4843.967285
	Iteration 0F: 3 clusters Score -2175126 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2179291.750000 Penalty: 4843.967285
	Iteration 1F: 3 clusters Score -2179292 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2179944.500000 Penalty: 4843.967285
	Iteration 2F: 3 clusters Score -2179944 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2180679.500000 Penalty: 4843.967285
	Iteration 3F: 3 clusters Score -2180680 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2181584.000000 Penalty: 4843.967285
	Iteration 4F: 3 clusters Score -2181584 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2182714.000000 Penalty: 4843.967285
	Iteration 5F: 3 clusters Score -2182714 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2183935.500000 Penalty: 4843.967285
	Iteration 6F: 3 clusters Score -2183936 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2185082.000000 Penalty: 4843.967285
	Iteration 7F: 3 clusters Score -2185082 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2185847.000000 Penalty: 4843.967285
	Iteration 8F: 3 clusters Score -2185847 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2186352.250000 Penalty: 4843.967285
	Iteration 9Q: 3 clusters Score -2186352 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2186652.500000 Penalty: 4843.967285
	Iteration 10Q: 3 clusters Score -2186652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2186818.750000 Penalty: 4843.967285
	Iteration 11Q: 3 clusters Score -2186819 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2186943.750000 Penalty: 4843.967285
	Iteration 12Q: 3 clusters Score -2186944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2187024.000000 Penalty: 4843.967285
	Iteration 13Q: 3 clusters Score -2187024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2187060.000000 Penalty: 4843.967285
	Iteration 14Q: 3 clusters Score -2187060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2187096.500000 Penalty: 4843.967285
	Iteration 15Q: 3 clusters Score -2187096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2187116.250000 Penalty: 4843.967285
	Iteration 16Q: 3 clusters Score -2187116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2187123.750000 Penalty: 4843.967285
	Iteration 17Q: 3 clusters Score -2187124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2187132.500000 Penalty: 4843.967285
	Iteration 18Q: 3 clusters Score -2187132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2187145.500000 Penalty: 4843.967285
	Iteration 19Q: 3 clusters Score -2187146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2187151.000000 Penalty: 4843.967285
	Iteration 20F: 3 clusters Score -2187151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2187157.250000 Penalty: 4843.967285
	Iteration 21Q: 3 clusters Score -2187157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2187161.750000 Penalty: 4843.967285
	Iteration 22Q: 3 clusters Score -2187162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2187176.250000 Penalty: 4843.967285
	Iteration 23Q: 3 clusters Score -2187176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2187183.500000 Penalty: 4843.967285
	Iteration 24Q: 3 clusters Score -2187184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2187185.250000 Penalty: 4843.967285
	Iteration 25Q: 3 clusters Score -2187185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2187186.500000 Penalty: 4843.967285
	Iteration 26Q: 3 clusters Score -2187186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2187191.750000 Penalty: 4843.967285
	Iteration 27Q: 3 clusters Score -2187192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2187188.500000 Penalty: 4843.967285
	Iteration 28Q: 3 clusters Score -2187188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2187191.000000 Penalty: 4843.967285
	Iteration 29Q: 3 clusters Score -2187191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2187194.750000 Penalty: 4843.967285
	Iteration 30Q: 3 clusters Score -2187195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2187195.250000 Penalty: 4843.967285
	Iteration 31Q: 3 clusters Score -2187195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2187197.500000 Penalty: 4843.967285
	Iteration 32Q: 3 clusters Score -2187198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2187196.250000 Penalty: 4843.967285
	Iteration 33Q: 3 clusters Score -2187196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2187196.000000 Penalty: 4843.967285
	Iteration 34Q: 3 clusters Score -2187196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2187198.750000 Penalty: 4843.967285
	Iteration 35Q: 3 clusters Score -2187199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2187197.250000 Penalty: 4843.967285
	Iteration 36Q: 3 clusters Score -2187197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2187198.500000 Penalty: 4843.967285
	Iteration 37Q: 3 clusters Score -2187198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2187200.000000 Penalty: 4843.967285
	Iteration 38Q: 3 clusters Score -2187200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2187199.250000 Penalty: 4843.967285
	Iteration 39Q: 3 clusters Score -2187199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2187199.750000 Penalty: 4843.967285
	Iteration 40F: 3 clusters Score -2187200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (145800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Entering Unmasked Estep 
Score: -19511586.000000 Penalty: 2948.717773
	Iteration 0F: 2 clusters Score -1.951159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -19414860.000000 Penalty: 5897.435547
	Iteration 0F: 3 clusters Score -1.941486e+07 nChanged 69594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -19454888.000000 Penalty: 5897.435547
	Iteration 1F: 3 clusters Score -1.945489e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -19455452.000000 Penalty: 5897.435547
	Iteration 2Q: 3 clusters Score -1.945545e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -19456060.000000 Penalty: 5897.435547
	Iteration 3Q: 3 clusters Score -1.945606e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -19456490.000000 Penalty: 5897.435547
	Iteration 4Q: 3 clusters Score -1.945649e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -19456824.000000 Penalty: 5897.435547
	Iteration 5Q: 3 clusters Score -1.945682e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -19457234.000000 Penalty: 5897.435547
	Iteration 6Q: 3 clusters Score -1.945723e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -19457736.000000 Penalty: 5897.435547
	Iteration 7Q: 3 clusters Score -1.945774e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -19458458.000000 Penalty: 5897.435547
	Iteration 8Q: 3 clusters Score -1.945846e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -19459126.000000 Penalty: 5897.435547
	Iteration 9Q: 3 clusters Score -1.945913e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -19460386.000000 Penalty: 5897.435547
	Iteration 10Q: 3 clusters Score -1.946039e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -19462488.000000 Penalty: 5897.435547
	Iteration 11Q: 3 clusters Score -1.946249e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -19466536.000000 Penalty: 5897.435547
	Iteration 12Q: 3 clusters Score -1.946654e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -19473094.000000 Penalty: 5897.435547
	Iteration 13F: 3 clusters Score -1.947309e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -19480024.000000 Penalty: 5897.435547
	Iteration 14F: 3 clusters Score -1.948002e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -19483872.000000 Penalty: 5897.435547
	Iteration 15F: 3 clusters Score -1.948387e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -19485442.000000 Penalty: 5897.435547
	Iteration 16Q: 3 clusters Score -1.948544e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -19486352.000000 Penalty: 5897.435547
	Iteration 17Q: 3 clusters Score -1.948635e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -19487118.000000 Penalty: 5897.435547
	Iteration 18Q: 3 clusters Score -1.948712e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -19487972.000000 Penalty: 5897.435547
	Iteration 19Q: 3 clusters Score -1.948797e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -19488822.000000 Penalty: 5897.435547
	Iteration 20F: 3 clusters Score -1.948882e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -19489914.000000 Penalty: 5897.435547
	Iteration 21Q: 3 clusters Score -1.948991e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -19491046.000000 Penalty: 5897.435547
	Iteration 22Q: 3 clusters Score -1.949105e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -19492194.000000 Penalty: 5897.435547
	Iteration 23Q: 3 clusters Score -1.949219e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -19493364.000000 Penalty: 5897.435547
	Iteration 24Q: 3 clusters Score -1.949336e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -19494468.000000 Penalty: 5897.435547
	Iteration 25Q: 3 clusters Score -1.949447e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -19495566.000000 Penalty: 5897.435547
	Iteration 26Q: 3 clusters Score -1.949557e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -19496974.000000 Penalty: 5897.435547
	Iteration 27Q: 3 clusters Score -1.949697e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -19498380.000000 Penalty: 5897.435547
	Iteration 28Q: 3 clusters Score -1.949838e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -19499958.000000 Penalty: 5897.435547
	Iteration 29Q: 3 clusters Score -1.949996e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -19501706.000000 Penalty: 5897.435547
	Iteration 30Q: 3 clusters Score -1.950171e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -19503184.000000 Penalty: 5897.435547
	Iteration 31Q: 3 clusters Score -1.950318e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -19504500.000000 Penalty: 5897.435547
	Iteration 32Q: 3 clusters Score -1.95045e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -19505530.000000 Penalty: 5897.435547
	Iteration 33Q: 3 clusters Score -1.950553e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -19506236.000000 Penalty: 5897.435547
	Iteration 34Q: 3 clusters Score -1.950624e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -19506648.000000 Penalty: 5897.435547
	Iteration 35Q: 3 clusters Score -1.950665e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -19507110.000000 Penalty: 5897.435547
	Iteration 36Q: 3 clusters Score -1.950711e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -19507418.000000 Penalty: 5897.435547
	Iteration 37Q: 3 clusters Score -1.950742e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -19507600.000000 Penalty: 5897.435547
	Iteration 38Q: 3 clusters Score -1.95076e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -19507852.000000 Penalty: 5897.435547
	Iteration 39Q: 3 clusters Score -1.950785e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 114943 members 
Entering Unmasked Estep 
Score: -19508388.000000 Penalty: 5897.435547
	Iteration 40F: 3 clusters Score -1.950839e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -19508738.000000 Penalty: 5897.435547
	Iteration 41Q: 3 clusters Score -1.950874e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 117050 members 
Entering Unmasked Estep 
Score: -19508976.000000 Penalty: 5897.435547
	Iteration 42Q: 3 clusters Score -1.950898e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -19509212.000000 Penalty: 5897.435547
	Iteration 43Q: 3 clusters Score -1.950921e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -19509444.000000 Penalty: 5897.435547
	Iteration 44Q: 3 clusters Score -1.950944e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -19509612.000000 Penalty: 5897.435547
	Iteration 45Q: 3 clusters Score -1.950961e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 120786 members 
Entering Unmasked Estep 
Score: -19509770.000000 Penalty: 5897.435547
	Iteration 46Q: 3 clusters Score -1.950977e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -19509920.000000 Penalty: 5897.435547
	Iteration 47Q: 3 clusters Score -1.950992e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -19510178.000000 Penalty: 5897.435547
	Iteration 48Q: 3 clusters Score -1.951018e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -19510280.000000 Penalty: 5897.435547
	Iteration 49Q: 3 clusters Score -1.951028e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 124033 members 
Entering Unmasked Estep 
Score: -19510452.000000 Penalty: 5897.435547
	Iteration 50Q: 3 clusters Score -1.951045e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -19510586.000000 Penalty: 5897.435547
	Iteration 51Q: 3 clusters Score -1.951059e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -19510736.000000 Penalty: 5897.435547
	Iteration 52Q: 3 clusters Score -1.951074e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -19510806.000000 Penalty: 5897.435547
	Iteration 53Q: 3 clusters Score -1.951081e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 126543 members 
Entering Unmasked Estep 
Score: -19510872.000000 Penalty: 5897.435547
	Iteration 54Q: 3 clusters Score -1.951087e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -19511010.000000 Penalty: 5897.435547
	Iteration 55Q: 3 clusters Score -1.951101e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -19511046.000000 Penalty: 5897.435547
	Iteration 56Q: 3 clusters Score -1.951105e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 128013 members 
Entering Unmasked Estep 
Score: -19511142.000000 Penalty: 5897.435547
	Iteration 57Q: 3 clusters Score -1.951114e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -19511192.000000 Penalty: 5897.435547
	Iteration 58Q: 3 clusters Score -1.951119e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 128784 members 
Entering Unmasked Estep 
Score: -19511194.000000 Penalty: 5897.435547
	Iteration 59Q: 3 clusters Score -1.951119e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -19511220.000000 Penalty: 5897.435547
	Iteration 60F: 3 clusters Score -1.951122e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -19511236.000000 Penalty: 5897.435547
	Iteration 61Q: 3 clusters Score -1.951124e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 129721 members 
Entering Unmasked Estep 
Score: -19511242.000000 Penalty: 5897.435547
	Iteration 62Q: 3 clusters Score -1.951124e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -19511276.000000 Penalty: 5897.435547
	Iteration 63Q: 3 clusters Score -1.951128e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -19511342.000000 Penalty: 5897.435547
	Iteration 64Q: 3 clusters Score -1.951134e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -19511368.000000 Penalty: 5897.435547
	Iteration 65Q: 3 clusters Score -1.951137e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -19511352.000000 Penalty: 5897.435547
	Iteration 66Q: 3 clusters Score -1.951135e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 130962 members 
Entering Unmasked Estep 
Score: -19511316.000000 Penalty: 5897.435547
	Iteration 67Q: 3 clusters Score -1.951132e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -19511338.000000 Penalty: 5897.435547
	Iteration 68Q: 3 clusters Score -1.951134e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -19511322.000000 Penalty: 5897.435547
	Iteration 69Q: 3 clusters Score -1.951132e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -19511426.000000 Penalty: 5897.435547
	Iteration 70Q: 3 clusters Score -1.951143e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 131805 members 
Entering Unmasked Estep 
Score: -19511428.000000 Penalty: 5897.435547
	Iteration 71Q: 3 clusters Score -1.951143e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -19511464.000000 Penalty: 5897.435547
	Iteration 72Q: 3 clusters Score -1.951146e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -19511480.000000 Penalty: 5897.435547
	Iteration 73Q: 3 clusters Score -1.951148e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 132352 members 
Entering Unmasked Estep 
Score: -19511440.000000 Penalty: 5897.435547
	Iteration 74Q: 3 clusters Score -1.951144e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -19511476.000000 Penalty: 5897.435547
	Iteration 75Q: 3 clusters Score -1.951148e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -19511516.000000 Penalty: 5897.435547
	Iteration 76Q: 3 clusters Score -1.951152e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -19511494.000000 Penalty: 5897.435547
	Iteration 77Q: 3 clusters Score -1.951149e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -19511538.000000 Penalty: 5897.435547
	Iteration 78Q: 3 clusters Score -1.951154e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 133153 members 
Entering Unmasked Estep 
Score: -19511542.000000 Penalty: 5897.435547
	Iteration 79Q: 3 clusters Score -1.951154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -19511558.000000 Penalty: 5897.435547
	Iteration 80F: 3 clusters Score -1.951156e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 133380 members 
Entering Unmasked Estep 
Score: -19511572.000000 Penalty: 5897.435547
	Iteration 81Q: 3 clusters Score -1.951157e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 133489 members 
Entering Unmasked Estep 
Score: -19511578.000000 Penalty: 5897.435547
	Iteration 82Q: 3 clusters Score -1.951158e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -19511608.000000 Penalty: 5897.435547
	Iteration 83Q: 3 clusters Score -1.951161e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 133674 members 
Entering Unmasked Estep 
Score: -19511588.000000 Penalty: 5897.435547
	Iteration 84Q: 3 clusters Score -1.951159e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 133749 members 
Entering Unmasked Estep 
Score: -19511612.000000 Penalty: 5897.435547
	Iteration 85Q: 3 clusters Score -1.951161e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 133834 members 
Entering Unmasked Estep 
Score: -19511630.000000 Penalty: 5897.435547
	Iteration 86Q: 3 clusters Score -1.951163e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -19511648.000000 Penalty: 5897.435547
	Iteration 87Q: 3 clusters Score -1.951165e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 134006 members 
Entering Unmasked Estep 
Score: -19511642.000000 Penalty: 5897.435547
	Iteration 88Q: 3 clusters Score -1.951164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -19511642.000000 Penalty: 5897.435547
	Iteration 89Q: 3 clusters Score -1.951164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -19511626.000000 Penalty: 5897.435547
	Iteration 90Q: 3 clusters Score -1.951163e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -19511650.000000 Penalty: 5897.435547
	Iteration 91Q: 3 clusters Score -1.951165e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -19511650.000000 Penalty: 5897.435547
	Iteration 92Q: 3 clusters Score -1.951165e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 134499 members 
Entering Unmasked Estep 
Score: -19511678.000000 Penalty: 5897.435547
	Iteration 93Q: 3 clusters Score -1.951168e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -19511688.000000 Penalty: 5897.435547
	Iteration 94Q: 3 clusters Score -1.951169e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -19511680.000000 Penalty: 5897.435547
	Iteration 95Q: 3 clusters Score -1.951168e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 134765 members 
Entering Unmasked Estep 
Score: -19511742.000000 Penalty: 5897.435547
	Iteration 96Q: 3 clusters Score -1.951174e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -19511730.000000 Penalty: 5897.435547
	Iteration 97Q: 3 clusters Score -1.951173e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 134979 members 
Entering Unmasked Estep 
Score: -19511760.000000 Penalty: 5897.435547
	Iteration 98Q: 3 clusters Score -1.951176e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -19511792.000000 Penalty: 5897.435547
	Iteration 99Q: 3 clusters Score -1.951179e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -19511786.000000 Penalty: 5897.435547
	Iteration 100F: 3 clusters Score -1.951179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 135305 members 
Entering Unmasked Estep 
Score: -19511746.000000 Penalty: 5897.435547
	Iteration 101Q: 3 clusters Score -1.951175e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 135405 members 
Entering Unmasked Estep 
Score: -19511734.000000 Penalty: 5897.435547
	Iteration 102Q: 3 clusters Score -1.951173e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 135498 members 
Entering Unmasked Estep 
Score: -19511768.000000 Penalty: 5897.435547
	Iteration 103Q: 3 clusters Score -1.951177e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 135588 members 
Entering Unmasked Estep 
Score: -19511754.000000 Penalty: 5897.435547
	Iteration 104Q: 3 clusters Score -1.951175e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -19511768.000000 Penalty: 5897.435547
	Iteration 105Q: 3 clusters Score -1.951177e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -19511752.000000 Penalty: 5897.435547
	Iteration 106Q: 3 clusters Score -1.951175e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 135796 members 
Entering Unmasked Estep 
Score: -19511734.000000 Penalty: 5897.435547
	Iteration 107Q: 3 clusters Score -1.951173e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -19511738.000000 Penalty: 5897.435547
	Iteration 108Q: 3 clusters Score -1.951174e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 135920 members 
Entering Unmasked Estep 
Score: -19511766.000000 Penalty: 5897.435547
	Iteration 109Q: 3 clusters Score -1.951177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 135976 members 
Entering Unmasked Estep 
Score: -19511784.000000 Penalty: 5897.435547
	Iteration 110Q: 3 clusters Score -1.951178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -19511772.000000 Penalty: 5897.435547
	Iteration 111Q: 3 clusters Score -1.951177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 136061 members 
Entering Unmasked Estep 
Score: -19511750.000000 Penalty: 5897.435547
	Iteration 112Q: 3 clusters Score -1.951175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 136102 members 
Entering Unmasked Estep 
Score: -19511770.000000 Penalty: 5897.435547
	Iteration 113Q: 3 clusters Score -1.951177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -19511784.000000 Penalty: 5897.435547
	Iteration 114Q: 3 clusters Score -1.951178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -19511786.000000 Penalty: 5897.435547
	Iteration 115Q: 3 clusters Score -1.951179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 136198 members 
Entering Unmasked Estep 
Score: -19511770.000000 Penalty: 5897.435547
	Iteration 116Q: 3 clusters Score -1.951177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -19511780.000000 Penalty: 5897.435547
	Iteration 117Q: 3 clusters Score -1.951178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -19511794.000000 Penalty: 5897.435547
	Iteration 118Q: 3 clusters Score -1.951179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -19511778.000000 Penalty: 5897.435547
	Iteration 119Q: 3 clusters Score -1.951178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -19511794.000000 Penalty: 5897.435547
	Iteration 120F: 3 clusters Score -1.951179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -19511784.000000 Penalty: 5897.435547
	Iteration 121Q: 3 clusters Score -1.951178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 136389 members 
Entering Unmasked Estep 
Score: -19511776.000000 Penalty: 5897.435547
	Iteration 122Q: 3 clusters Score -1.951178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -19511768.000000 Penalty: 5897.435547
	Iteration 123Q: 3 clusters Score -1.951177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -19511792.000000 Penalty: 5897.435547
	Iteration 124Q: 3 clusters Score -1.951179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -19511778.000000 Penalty: 5897.435547
	Iteration 125Q: 3 clusters Score -1.951178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 136532 members 
Entering Unmasked Estep 
Score: -19511798.000000 Penalty: 5897.435547
	Iteration 126Q: 3 clusters Score -1.95118e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -19511802.000000 Penalty: 5897.435547
	Iteration 127Q: 3 clusters Score -1.95118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -19511788.000000 Penalty: 5897.435547
	Iteration 128Q: 3 clusters Score -1.951179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -19511804.000000 Penalty: 5897.435547
	Iteration 129Q: 3 clusters Score -1.95118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 136649 members 
Entering Unmasked Estep 
Score: -19511784.000000 Penalty: 5897.435547
	Iteration 130Q: 3 clusters Score -1.951178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 136673 members 
Entering Unmasked Estep 
Score: -19511768.000000 Penalty: 5897.435547
	Iteration 131Q: 3 clusters Score -1.951177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 136698 members 
Entering Unmasked Estep 
Score: -19511760.000000 Penalty: 5897.435547
	Iteration 132Q: 3 clusters Score -1.951176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -19511784.000000 Penalty: 5897.435547
	Iteration 133Q: 3 clusters Score -1.951178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -19511792.000000 Penalty: 5897.435547
	Iteration 134Q: 3 clusters Score -1.951179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 136744 members 
Entering Unmasked Estep 
Score: -19511810.000000 Penalty: 5897.435547
	Iteration 135Q: 3 clusters Score -1.951181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -19511802.000000 Penalty: 5897.435547
	Iteration 136Q: 3 clusters Score -1.95118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -19511806.000000 Penalty: 5897.435547
	Iteration 137Q: 3 clusters Score -1.951181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 136770 members 
Entering Unmasked Estep 
Score: -19511816.000000 Penalty: 5897.435547
	Iteration 138Q: 3 clusters Score -1.951182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -19511800.000000 Penalty: 5897.435547
	Iteration 139Q: 3 clusters Score -1.95118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 136776 members 
Entering Unmasked Estep 
Score: -19511794.000000 Penalty: 5897.435547
	Iteration 140F: 3 clusters Score -1.951179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 136778 members 
Entering Unmasked Estep 
Score: -19511810.000000 Penalty: 5897.435547
	Iteration 141Q: 3 clusters Score -1.951181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -19511806.000000 Penalty: 5897.435547
	Iteration 142Q: 3 clusters Score -1.951181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -19511804.000000 Penalty: 5897.435547
	Iteration 143Q: 3 clusters Score -1.95118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -19511804.000000 Penalty: 5897.435547
	Iteration 144Q: 3 clusters Score -1.95118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 136785 members 
Entering Unmasked Estep 
Score: -19511800.000000 Penalty: 5897.435547
	Iteration 145Q: 3 clusters Score -1.95118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -19511810.000000 Penalty: 5897.435547
	Iteration 146Q: 3 clusters Score -1.951181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -19511814.000000 Penalty: 5897.435547
	Iteration 147Q: 3 clusters Score -1.951181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -19511800.000000 Penalty: 5897.435547
	Iteration 148Q: 3 clusters Score -1.95118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -19511798.000000 Penalty: 5897.435547
	Iteration 149Q: 3 clusters Score -1.95118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -19511796.000000 Penalty: 5897.435547
	Iteration 150Q: 3 clusters Score -1.95118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -19511796.000000 Penalty: 5897.435547
	Iteration 151F: 3 clusters Score -1.95118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116874 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112266 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 9009 members 
Mstep: Class 9 contains 182061 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 159500 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 149056 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 139043 members 
Mstep: Class 21 contains 136791 members 
Mstep: Class 22 contains 54018 members 
Entering Unmasked Estep 
Score: -180362320.000000 Penalty: 77098.109375
Splitting cluster 8 changes total score from -180363408.000000 to -180362320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (182061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Entering Unmasked Estep 
Score: -24589412.000000 Penalty: 3003.800049
	Iteration 0F: 2 clusters Score -2.458941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -24481474.000000 Penalty: 6007.600098
	Iteration 0F: 3 clusters Score -2.448147e+07 nChanged 87430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -24533538.000000 Penalty: 6007.600098
	Iteration 1F: 3 clusters Score -2.453354e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -24536074.000000 Penalty: 6007.600098
	Iteration 2Q: 3 clusters Score -2.453607e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -24540254.000000 Penalty: 6007.600098
	Iteration 3Q: 3 clusters Score -2.454025e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -24546508.000000 Penalty: 6007.600098
	Iteration 4F: 3 clusters Score -2.454651e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -24555048.000000 Penalty: 6007.600098
	Iteration 5F: 3 clusters Score -2.455505e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -24564292.000000 Penalty: 6007.600098
	Iteration 6F: 3 clusters Score -2.456429e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -24571894.000000 Penalty: 6007.600098
	Iteration 7F: 3 clusters Score -2.457189e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -24577276.000000 Penalty: 6007.600098
	Iteration 8F: 3 clusters Score -2.457728e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -24579646.000000 Penalty: 6007.600098
	Iteration 9Q: 3 clusters Score -2.457965e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104734 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -24580714.000000 Penalty: 6007.600098
	Iteration 10Q: 3 clusters Score -2.458071e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -24581168.000000 Penalty: 6007.600098
	Iteration 11Q: 3 clusters Score -2.458117e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -24581254.000000 Penalty: 6007.600098
	Iteration 12Q: 3 clusters Score -2.458125e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -24581468.000000 Penalty: 6007.600098
	Iteration 13Q: 3 clusters Score -2.458147e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -24581608.000000 Penalty: 6007.600098
	Iteration 14Q: 3 clusters Score -2.458161e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -24581842.000000 Penalty: 6007.600098
	Iteration 15Q: 3 clusters Score -2.458184e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107542 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -24582058.000000 Penalty: 6007.600098
	Iteration 16Q: 3 clusters Score -2.458206e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -24582164.000000 Penalty: 6007.600098
	Iteration 17Q: 3 clusters Score -2.458216e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -24582322.000000 Penalty: 6007.600098
	Iteration 18Q: 3 clusters Score -2.458232e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -24582450.000000 Penalty: 6007.600098
	Iteration 19Q: 3 clusters Score -2.458245e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -24582562.000000 Penalty: 6007.600098
	Iteration 20F: 3 clusters Score -2.458256e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109257 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -24582604.000000 Penalty: 6007.600098
	Iteration 21Q: 3 clusters Score -2.45826e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -24582684.000000 Penalty: 6007.600098
	Iteration 22Q: 3 clusters Score -2.458268e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -24582754.000000 Penalty: 6007.600098
	Iteration 23Q: 3 clusters Score -2.458275e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -24582788.000000 Penalty: 6007.600098
	Iteration 24Q: 3 clusters Score -2.458279e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -24582888.000000 Penalty: 6007.600098
	Iteration 25Q: 3 clusters Score -2.458289e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110826 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -24582952.000000 Penalty: 6007.600098
	Iteration 26Q: 3 clusters Score -2.458295e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -24582994.000000 Penalty: 6007.600098
	Iteration 27Q: 3 clusters Score -2.458299e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -24583036.000000 Penalty: 6007.600098
	Iteration 28Q: 3 clusters Score -2.458304e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -24583080.000000 Penalty: 6007.600098
	Iteration 29Q: 3 clusters Score -2.458308e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -24583152.000000 Penalty: 6007.600098
	Iteration 30Q: 3 clusters Score -2.458315e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -24583128.000000 Penalty: 6007.600098
	Iteration 31Q: 3 clusters Score -2.458313e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112658 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -24583236.000000 Penalty: 6007.600098
	Iteration 32Q: 3 clusters Score -2.458324e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -24583256.000000 Penalty: 6007.600098
	Iteration 33Q: 3 clusters Score -2.458326e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113281 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -24583324.000000 Penalty: 6007.600098
	Iteration 34Q: 3 clusters Score -2.458332e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -24583354.000000 Penalty: 6007.600098
	Iteration 35Q: 3 clusters Score -2.458335e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -24583396.000000 Penalty: 6007.600098
	Iteration 36Q: 3 clusters Score -2.45834e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -24583440.000000 Penalty: 6007.600098
	Iteration 37Q: 3 clusters Score -2.458344e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -24583438.000000 Penalty: 6007.600098
	Iteration 38Q: 3 clusters Score -2.458344e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -24583482.000000 Penalty: 6007.600098
	Iteration 39Q: 3 clusters Score -2.458348e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -24583474.000000 Penalty: 6007.600098
	Iteration 40F: 3 clusters Score -2.458347e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115724 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -24583534.000000 Penalty: 6007.600098
	Iteration 41Q: 3 clusters Score -2.458353e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -24583548.000000 Penalty: 6007.600098
	Iteration 42Q: 3 clusters Score -2.458355e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -24583624.000000 Penalty: 6007.600098
	Iteration 43Q: 3 clusters Score -2.458362e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -24583642.000000 Penalty: 6007.600098
	Iteration 44Q: 3 clusters Score -2.458364e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -24583708.000000 Penalty: 6007.600098
	Iteration 45Q: 3 clusters Score -2.458371e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -24583790.000000 Penalty: 6007.600098
	Iteration 46Q: 3 clusters Score -2.458379e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118235 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -24583828.000000 Penalty: 6007.600098
	Iteration 47Q: 3 clusters Score -2.458383e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -24583842.000000 Penalty: 6007.600098
	Iteration 48Q: 3 clusters Score -2.458384e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -24583954.000000 Penalty: 6007.600098
	Iteration 49Q: 3 clusters Score -2.458395e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -24584106.000000 Penalty: 6007.600098
	Iteration 50Q: 3 clusters Score -2.458411e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -24584306.000000 Penalty: 6007.600098
	Iteration 51Q: 3 clusters Score -2.458431e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121561 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -24584400.000000 Penalty: 6007.600098
	Iteration 52Q: 3 clusters Score -2.45844e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -24584582.000000 Penalty: 6007.600098
	Iteration 53Q: 3 clusters Score -2.458458e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -24584692.000000 Penalty: 6007.600098
	Iteration 54Q: 3 clusters Score -2.458469e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -24584786.000000 Penalty: 6007.600098
	Iteration 55Q: 3 clusters Score -2.458479e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -24584996.000000 Penalty: 6007.600098
	Iteration 56Q: 3 clusters Score -2.4585e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -24585118.000000 Penalty: 6007.600098
	Iteration 57Q: 3 clusters Score -2.458512e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -24585340.000000 Penalty: 6007.600098
	Iteration 58Q: 3 clusters Score -2.458534e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -24585504.000000 Penalty: 6007.600098
	Iteration 59Q: 3 clusters Score -2.45855e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -24585670.000000 Penalty: 6007.600098
	Iteration 60F: 3 clusters Score -2.458567e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131275 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -24585928.000000 Penalty: 6007.600098
	Iteration 61Q: 3 clusters Score -2.458593e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -24586148.000000 Penalty: 6007.600098
	Iteration 62Q: 3 clusters Score -2.458615e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133985 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -24586200.000000 Penalty: 6007.600098
	Iteration 63Q: 3 clusters Score -2.45862e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -24586438.000000 Penalty: 6007.600098
	Iteration 64Q: 3 clusters Score -2.458644e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -24586636.000000 Penalty: 6007.600098
	Iteration 65Q: 3 clusters Score -2.458664e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -24586932.000000 Penalty: 6007.600098
	Iteration 66Q: 3 clusters Score -2.458693e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -24587128.000000 Penalty: 6007.600098
	Iteration 67Q: 3 clusters Score -2.458713e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -24587482.000000 Penalty: 6007.600098
	Iteration 68Q: 3 clusters Score -2.458748e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -24587868.000000 Penalty: 6007.600098
	Iteration 69Q: 3 clusters Score -2.458787e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146320 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -24588300.000000 Penalty: 6007.600098
	Iteration 70Q: 3 clusters Score -2.45883e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -24588550.000000 Penalty: 6007.600098
	Iteration 71Q: 3 clusters Score -2.458855e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -24588858.000000 Penalty: 6007.600098
	Iteration 72Q: 3 clusters Score -2.458886e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153174 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -24589242.000000 Penalty: 6007.600098
	Iteration 73Q: 3 clusters Score -2.458924e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -24589496.000000 Penalty: 6007.600098
	Iteration 74Q: 3 clusters Score -2.45895e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -24589652.000000 Penalty: 6007.600098
	Iteration 75Q: 3 clusters Score -2.458965e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160298 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -24589690.000000 Penalty: 6007.600098
	Iteration 76Q: 3 clusters Score -2.458969e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -24589714.000000 Penalty: 6007.600098
	Iteration 77Q: 3 clusters Score -2.458971e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -24589648.000000 Penalty: 6007.600098
	Iteration 78Q: 3 clusters Score -2.458965e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -24589628.000000 Penalty: 6007.600098
	Iteration 79Q: 3 clusters Score -2.458963e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167862 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -24589834.000000 Penalty: 6007.600098
	Iteration 80F: 3 clusters Score -2.458983e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -24589776.000000 Penalty: 6007.600098
	Iteration 81Q: 3 clusters Score -2.458978e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170771 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -24589888.000000 Penalty: 6007.600098
	Iteration 82Q: 3 clusters Score -2.458989e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -24589814.000000 Penalty: 6007.600098
	Iteration 83Q: 3 clusters Score -2.458981e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -24589768.000000 Penalty: 6007.600098
	Iteration 84Q: 3 clusters Score -2.458977e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -24589622.000000 Penalty: 6007.600098
	Iteration 85Q: 3 clusters Score -2.458962e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175136 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -24589730.000000 Penalty: 6007.600098
	Iteration 86Q: 3 clusters Score -2.458973e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -24589688.000000 Penalty: 6007.600098
	Iteration 87Q: 3 clusters Score -2.458969e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176559 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -24589482.000000 Penalty: 6007.600098
	Iteration 88Q: 3 clusters Score -2.458948e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177152 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -24589246.000000 Penalty: 6007.600098
	Iteration 89Q: 3 clusters Score -2.458925e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -24589078.000000 Penalty: 6007.600098
	Iteration 90Q: 3 clusters Score -2.458908e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -24588992.000000 Penalty: 6007.600098
	Iteration 91Q: 3 clusters Score -2.458899e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178452 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -24588920.000000 Penalty: 6007.600098
	Iteration 92Q: 3 clusters Score -2.458892e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -24588704.000000 Penalty: 6007.600098
	Iteration 93Q: 3 clusters Score -2.45887e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -24588694.000000 Penalty: 6007.600098
	Iteration 94Q: 3 clusters Score -2.458869e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -24588608.000000 Penalty: 6007.600098
	Iteration 95Q: 3 clusters Score -2.458861e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -24588554.000000 Penalty: 6007.600098
	Iteration 96Q: 3 clusters Score -2.458855e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24588496.000000 Penalty: 6007.600098
	Iteration 97Q: 3 clusters Score -2.45885e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179698 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -24588438.000000 Penalty: 6007.600098
	Iteration 98Q: 3 clusters Score -2.458844e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179821 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24588402.000000 Penalty: 6007.600098
	Iteration 99Q: 3 clusters Score -2.45884e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24588364.000000 Penalty: 6007.600098
	Iteration 100F: 3 clusters Score -2.458836e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -24588380.000000 Penalty: 6007.600098
	Iteration 101Q: 3 clusters Score -2.458838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -24588358.000000 Penalty: 6007.600098
	Iteration 102Q: 3 clusters Score -2.458836e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24588340.000000 Penalty: 6007.600098
	Iteration 103Q: 3 clusters Score -2.458834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180125 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -24588330.000000 Penalty: 6007.600098
	Iteration 104Q: 3 clusters Score -2.458833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180178 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -24588318.000000 Penalty: 6007.600098
	Iteration 105Q: 3 clusters Score -2.458832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180218 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -24588274.000000 Penalty: 6007.600098
	Iteration 106Q: 3 clusters Score -2.458827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180259 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -24588288.000000 Penalty: 6007.600098
	Iteration 107Q: 3 clusters Score -2.458829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24588290.000000 Penalty: 6007.600098
	Iteration 108Q: 3 clusters Score -2.458829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180319 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24588304.000000 Penalty: 6007.600098
	Iteration 109Q: 3 clusters Score -2.45883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -24588296.000000 Penalty: 6007.600098
	Iteration 110Q: 3 clusters Score -2.45883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -24588312.000000 Penalty: 6007.600098
	Iteration 111Q: 3 clusters Score -2.458831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -24588306.000000 Penalty: 6007.600098
	Iteration 112Q: 3 clusters Score -2.458831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24588288.000000 Penalty: 6007.600098
	Iteration 113Q: 3 clusters Score -2.458829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24588266.000000 Penalty: 6007.600098
	Iteration 114Q: 3 clusters Score -2.458827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24588268.000000 Penalty: 6007.600098
	Iteration 115Q: 3 clusters Score -2.458827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24588250.000000 Penalty: 6007.600098
	Iteration 116Q: 3 clusters Score -2.458825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180472 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24588250.000000 Penalty: 6007.600098
	Iteration 117Q: 3 clusters Score -2.458825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -24588246.000000 Penalty: 6007.600098
	Iteration 118Q: 3 clusters Score -2.458825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -24588232.000000 Penalty: 6007.600098
	Iteration 119Q: 3 clusters Score -2.458823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180508 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24588234.000000 Penalty: 6007.600098
	Iteration 120F: 3 clusters Score -2.458823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24588240.000000 Penalty: 6007.600098
	Iteration 121Q: 3 clusters Score -2.458824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24588218.000000 Penalty: 6007.600098
	Iteration 122Q: 3 clusters Score -2.458822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24588214.000000 Penalty: 6007.600098
	Iteration 123Q: 3 clusters Score -2.458821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180556 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24588192.000000 Penalty: 6007.600098
	Iteration 124Q: 3 clusters Score -2.458819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180563 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -24588198.000000 Penalty: 6007.600098
	Iteration 125Q: 3 clusters Score -2.45882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24588176.000000 Penalty: 6007.600098
	Iteration 126Q: 3 clusters Score -2.458818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24588172.000000 Penalty: 6007.600098
	Iteration 127Q: 3 clusters Score -2.458817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24588170.000000 Penalty: 6007.600098
	Iteration 128Q: 3 clusters Score -2.458817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -24588148.000000 Penalty: 6007.600098
	Iteration 129Q: 3 clusters Score -2.458815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180587 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -24588144.000000 Penalty: 6007.600098
	Iteration 130Q: 3 clusters Score -2.458814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180588 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24588146.000000 Penalty: 6007.600098
	Iteration 131Q: 3 clusters Score -2.458815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -24588144.000000 Penalty: 6007.600098
	Iteration 132Q: 3 clusters Score -2.458814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -24588144.000000 Penalty: 6007.600098
	Iteration 133Q: 3 clusters Score -2.458814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180602 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24588154.000000 Penalty: 6007.600098
	Iteration 134Q: 3 clusters Score -2.458815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -24588144.000000 Penalty: 6007.600098
	Iteration 135Q: 3 clusters Score -2.458814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180616 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -24588156.000000 Penalty: 6007.600098
	Iteration 136Q: 3 clusters Score -2.458816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180623 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -24588146.000000 Penalty: 6007.600098
	Iteration 137Q: 3 clusters Score -2.458815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -24588138.000000 Penalty: 6007.600098
	Iteration 138Q: 3 clusters Score -2.458814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180628 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -24588136.000000 Penalty: 6007.600098
	Iteration 139Q: 3 clusters Score -2.458814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -24588148.000000 Penalty: 6007.600098
	Iteration 140F: 3 clusters Score -2.458815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Entering Unmasked Estep 
Score: -5187796.500000 Penalty: 2616.611572
	Iteration 0F: 2 clusters Score -5187796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5161848.500000 Penalty: 5233.223145
	Iteration 0F: 3 clusters Score -5161848 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5171594.000000 Penalty: 5233.223145
	Iteration 1F: 3 clusters Score -5171594 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5172305.500000 Penalty: 5233.223145
	Iteration 2Q: 3 clusters Score -5172306 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5173128.500000 Penalty: 5233.223145
	Iteration 3Q: 3 clusters Score -5173128 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5174073.000000 Penalty: 5233.223145
	Iteration 4F: 3 clusters Score -5174073 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5175348.500000 Penalty: 5233.223145
	Iteration 5F: 3 clusters Score -5175348 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5177039.500000 Penalty: 5233.223145
	Iteration 6F: 3 clusters Score -5177040 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5179084.000000 Penalty: 5233.223145
	Iteration 7F: 3 clusters Score -5179084 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5181173.500000 Penalty: 5233.223145
	Iteration 8F: 3 clusters Score -5181174 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -5182976.500000 Penalty: 5233.223145
	Iteration 9F: 3 clusters Score -5182976 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5184198.500000 Penalty: 5233.223145
	Iteration 10Q: 3 clusters Score -5184198 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5184874.000000 Penalty: 5233.223145
	Iteration 11Q: 3 clusters Score -5184874 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5185175.000000 Penalty: 5233.223145
	Iteration 12Q: 3 clusters Score -5185175 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5185360.000000 Penalty: 5233.223145
	Iteration 13Q: 3 clusters Score -5185360 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -5185489.500000 Penalty: 5233.223145
	Iteration 14Q: 3 clusters Score -5185490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5185596.000000 Penalty: 5233.223145
	Iteration 15Q: 3 clusters Score -5185596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5185694.500000 Penalty: 5233.223145
	Iteration 16Q: 3 clusters Score -5185694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5185772.500000 Penalty: 5233.223145
	Iteration 17Q: 3 clusters Score -5185772 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5185840.000000 Penalty: 5233.223145
	Iteration 18Q: 3 clusters Score -5185840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -5185904.500000 Penalty: 5233.223145
	Iteration 19Q: 3 clusters Score -5185904 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5185959.000000 Penalty: 5233.223145
	Iteration 20F: 3 clusters Score -5185959 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5186012.500000 Penalty: 5233.223145
	Iteration 21Q: 3 clusters Score -5186012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -5186044.500000 Penalty: 5233.223145
	Iteration 22Q: 3 clusters Score -5186044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -5186063.500000 Penalty: 5233.223145
	Iteration 23Q: 3 clusters Score -5186064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -5186083.500000 Penalty: 5233.223145
	Iteration 24Q: 3 clusters Score -5186084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5186095.000000 Penalty: 5233.223145
	Iteration 25Q: 3 clusters Score -5186095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5186091.500000 Penalty: 5233.223145
	Iteration 26Q: 3 clusters Score -5186092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -5186103.000000 Penalty: 5233.223145
	Iteration 27Q: 3 clusters Score -5186103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5186129.000000 Penalty: 5233.223145
	Iteration 28Q: 3 clusters Score -5186129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -5186154.000000 Penalty: 5233.223145
	Iteration 29Q: 3 clusters Score -5186154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5186145.500000 Penalty: 5233.223145
	Iteration 30Q: 3 clusters Score -5186146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5186142.000000 Penalty: 5233.223145
	Iteration 31Q: 3 clusters Score -5186142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -5186152.000000 Penalty: 5233.223145
	Iteration 32Q: 3 clusters Score -5186152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5186154.500000 Penalty: 5233.223145
	Iteration 33Q: 3 clusters Score -5186154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5186160.500000 Penalty: 5233.223145
	Iteration 34Q: 3 clusters Score -5186160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5186157.500000 Penalty: 5233.223145
	Iteration 35Q: 3 clusters Score -5186158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -5186167.000000 Penalty: 5233.223145
	Iteration 36Q: 3 clusters Score -5186167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5186169.000000 Penalty: 5233.223145
	Iteration 37Q: 3 clusters Score -5186169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -5186163.500000 Penalty: 5233.223145
	Iteration 38Q: 3 clusters Score -5186164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5186164.000000 Penalty: 5233.223145
	Iteration 39Q: 3 clusters Score -5186164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5186170.500000 Penalty: 5233.223145
	Iteration 40F: 3 clusters Score -5186170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -5186174.000000 Penalty: 5233.223145
	Iteration 41Q: 3 clusters Score -5186174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5186172.000000 Penalty: 5233.223145
	Iteration 42Q: 3 clusters Score -5186172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -5186180.000000 Penalty: 5233.223145
	Iteration 43Q: 3 clusters Score -5186180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5186184.500000 Penalty: 5233.223145
	Iteration 44Q: 3 clusters Score -5186184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5186185.500000 Penalty: 5233.223145
	Iteration 45Q: 3 clusters Score -5186186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5186189.500000 Penalty: 5233.223145
	Iteration 46Q: 3 clusters Score -5186190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5186186.500000 Penalty: 5233.223145
	Iteration 47Q: 3 clusters Score -5186186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5186186.000000 Penalty: 5233.223145
	Iteration 48Q: 3 clusters Score -5186186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -5186189.500000 Penalty: 5233.223145
	Iteration 49Q: 3 clusters Score -5186190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5186187.000000 Penalty: 5233.223145
	Iteration 50Q: 3 clusters Score -5186187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -5186198.500000 Penalty: 5233.223145
	Iteration 51Q: 3 clusters Score -5186198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5186199.000000 Penalty: 5233.223145
	Iteration 52Q: 3 clusters Score -5186199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5186192.500000 Penalty: 5233.223145
	Iteration 53Q: 3 clusters Score -5186192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5186198.500000 Penalty: 5233.223145
	Iteration 54Q: 3 clusters Score -5186198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5186201.500000 Penalty: 5233.223145
	Iteration 55Q: 3 clusters Score -5186202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5186207.000000 Penalty: 5233.223145
	Iteration 56Q: 3 clusters Score -5186207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5186202.500000 Penalty: 5233.223145
	Iteration 57Q: 3 clusters Score -5186202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5186210.500000 Penalty: 5233.223145
	Iteration 58Q: 3 clusters Score -5186210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5186208.000000 Penalty: 5233.223145
	Iteration 59Q: 3 clusters Score -5186208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -5186214.000000 Penalty: 5233.223145
	Iteration 60F: 3 clusters Score -5186214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5186217.000000 Penalty: 5233.223145
	Iteration 61Q: 3 clusters Score -5186217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5186228.500000 Penalty: 5233.223145
	Iteration 62Q: 3 clusters Score -5186228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5186239.000000 Penalty: 5233.223145
	Iteration 63Q: 3 clusters Score -5186239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5186241.000000 Penalty: 5233.223145
	Iteration 64Q: 3 clusters Score -5186241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5186244.000000 Penalty: 5233.223145
	Iteration 65Q: 3 clusters Score -5186244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5186242.500000 Penalty: 5233.223145
	Iteration 66Q: 3 clusters Score -5186242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -5186247.000000 Penalty: 5233.223145
	Iteration 67Q: 3 clusters Score -5186247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5186248.500000 Penalty: 5233.223145
	Iteration 68Q: 3 clusters Score -5186248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5186250.000000 Penalty: 5233.223145
	Iteration 69Q: 3 clusters Score -5186250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5186255.000000 Penalty: 5233.223145
	Iteration 70Q: 3 clusters Score -5186255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5186263.000000 Penalty: 5233.223145
	Iteration 71Q: 3 clusters Score -5186263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5186260.000000 Penalty: 5233.223145
	Iteration 72Q: 3 clusters Score -5186260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5186263.000000 Penalty: 5233.223145
	Iteration 73Q: 3 clusters Score -5186263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5186264.000000 Penalty: 5233.223145
	Iteration 74Q: 3 clusters Score -5186264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5186262.000000 Penalty: 5233.223145
	Iteration 75Q: 3 clusters Score -5186262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5186262.500000 Penalty: 5233.223145
	Iteration 76Q: 3 clusters Score -5186262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5186266.500000 Penalty: 5233.223145
	Iteration 77Q: 3 clusters Score -5186266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5186260.500000 Penalty: 5233.223145
	Iteration 78Q: 3 clusters Score -5186260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5186261.500000 Penalty: 5233.223145
	Iteration 79Q: 3 clusters Score -5186262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -5186260.000000 Penalty: 5233.223145
	Iteration 80F: 3 clusters Score -5186260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5186260.500000 Penalty: 5233.223145
	Iteration 81Q: 3 clusters Score -5186260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5186260.500000 Penalty: 5233.223145
	Iteration 82Q: 3 clusters Score -5186260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5186260.500000 Penalty: 5233.223145
	Iteration 83F: 3 clusters Score -5186260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Entering Unmasked Estep 
Score: -21537600.000000 Penalty: 2970.990234
	Iteration 0F: 2 clusters Score -2.15376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -21433302.000000 Penalty: 5941.980469
	Iteration 0F: 3 clusters Score -2.14333e+07 nChanged 76401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -21477556.000000 Penalty: 5941.980469
	Iteration 1F: 3 clusters Score -2.147756e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -21478604.000000 Penalty: 5941.980469
	Iteration 2Q: 3 clusters Score -2.14786e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -21479604.000000 Penalty: 5941.980469
	Iteration 3Q: 3 clusters Score -2.14796e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -21480838.000000 Penalty: 5941.980469
	Iteration 4Q: 3 clusters Score -2.148084e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -21482378.000000 Penalty: 5941.980469
	Iteration 5Q: 3 clusters Score -2.148238e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -21484540.000000 Penalty: 5941.980469
	Iteration 6Q: 3 clusters Score -2.148454e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -21487500.000000 Penalty: 5941.980469
	Iteration 7Q: 3 clusters Score -2.14875e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -21491544.000000 Penalty: 5941.980469
	Iteration 8Q: 3 clusters Score -2.149154e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -21496508.000000 Penalty: 5941.980469
	Iteration 9F: 3 clusters Score -2.149651e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -21502212.000000 Penalty: 5941.980469
	Iteration 10F: 3 clusters Score -2.150221e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -21508008.000000 Penalty: 5941.980469
	Iteration 11F: 3 clusters Score -2.150801e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -21512918.000000 Penalty: 5941.980469
	Iteration 12F: 3 clusters Score -2.151292e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -21516692.000000 Penalty: 5941.980469
	Iteration 13Q: 3 clusters Score -2.151669e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -21519384.000000 Penalty: 5941.980469
	Iteration 14Q: 3 clusters Score -2.151938e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -21521550.000000 Penalty: 5941.980469
	Iteration 15Q: 3 clusters Score -2.152155e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 130924 members 
Entering Unmasked Estep 
Score: -21523032.000000 Penalty: 5941.980469
	Iteration 16Q: 3 clusters Score -2.152303e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -21524242.000000 Penalty: 5941.980469
	Iteration 17Q: 3 clusters Score -2.152424e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 137046 members 
Entering Unmasked Estep 
Score: -21525604.000000 Penalty: 5941.980469
	Iteration 18Q: 3 clusters Score -2.15256e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 139938 members 
Entering Unmasked Estep 
Score: -21527028.000000 Penalty: 5941.980469
	Iteration 19Q: 3 clusters Score -2.152703e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 142719 members 
Entering Unmasked Estep 
Score: -21528154.000000 Penalty: 5941.980469
	Iteration 20F: 3 clusters Score -2.152815e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -21529224.000000 Penalty: 5941.980469
	Iteration 21Q: 3 clusters Score -2.152922e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 147691 members 
Entering Unmasked Estep 
Score: -21530138.000000 Penalty: 5941.980469
	Iteration 22Q: 3 clusters Score -2.153014e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -21531044.000000 Penalty: 5941.980469
	Iteration 23Q: 3 clusters Score -2.153104e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -21531916.000000 Penalty: 5941.980469
	Iteration 24Q: 3 clusters Score -2.153192e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 153166 members 
Entering Unmasked Estep 
Score: -21532562.000000 Penalty: 5941.980469
	Iteration 25Q: 3 clusters Score -2.153256e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -21533170.000000 Penalty: 5941.980469
	Iteration 26Q: 3 clusters Score -2.153317e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -21533688.000000 Penalty: 5941.980469
	Iteration 27Q: 3 clusters Score -2.153369e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 156263 members 
Entering Unmasked Estep 
Score: -21533916.000000 Penalty: 5941.980469
	Iteration 28Q: 3 clusters Score -2.153392e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -21534164.000000 Penalty: 5941.980469
	Iteration 29Q: 3 clusters Score -2.153416e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 157236 members 
Entering Unmasked Estep 
Score: -21534328.000000 Penalty: 5941.980469
	Iteration 30Q: 3 clusters Score -2.153433e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -21534466.000000 Penalty: 5941.980469
	Iteration 31Q: 3 clusters Score -2.153447e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -21534612.000000 Penalty: 5941.980469
	Iteration 32Q: 3 clusters Score -2.153461e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -21534680.000000 Penalty: 5941.980469
	Iteration 33Q: 3 clusters Score -2.153468e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -21534786.000000 Penalty: 5941.980469
	Iteration 34Q: 3 clusters Score -2.153479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -21534838.000000 Penalty: 5941.980469
	Iteration 35Q: 3 clusters Score -2.153484e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -21534892.000000 Penalty: 5941.980469
	Iteration 36Q: 3 clusters Score -2.153489e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -21534906.000000 Penalty: 5941.980469
	Iteration 37Q: 3 clusters Score -2.153491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -21534936.000000 Penalty: 5941.980469
	Iteration 38Q: 3 clusters Score -2.153494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -21534966.000000 Penalty: 5941.980469
	Iteration 39Q: 3 clusters Score -2.153497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -21534992.000000 Penalty: 5941.980469
	Iteration 40F: 3 clusters Score -2.153499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -21535004.000000 Penalty: 5941.980469
	Iteration 41Q: 3 clusters Score -2.1535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -21535024.000000 Penalty: 5941.980469
	Iteration 42Q: 3 clusters Score -2.153502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -21535046.000000 Penalty: 5941.980469
	Iteration 43Q: 3 clusters Score -2.153505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -21535076.000000 Penalty: 5941.980469
	Iteration 44Q: 3 clusters Score -2.153508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -21535060.000000 Penalty: 5941.980469
	Iteration 45Q: 3 clusters Score -2.153506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -21535086.000000 Penalty: 5941.980469
	Iteration 46Q: 3 clusters Score -2.153509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -21535102.000000 Penalty: 5941.980469
	Iteration 47Q: 3 clusters Score -2.15351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 158629 members 
Entering Unmasked Estep 
Score: -21535086.000000 Penalty: 5941.980469
	Iteration 48Q: 3 clusters Score -2.153509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -21535080.000000 Penalty: 5941.980469
	Iteration 49Q: 3 clusters Score -2.153508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -21535082.000000 Penalty: 5941.980469
	Iteration 50Q: 3 clusters Score -2.153508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -21535084.000000 Penalty: 5941.980469
	Iteration 51Q: 3 clusters Score -2.153508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -21535082.000000 Penalty: 5941.980469
	Iteration 52Q: 3 clusters Score -2.153508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -21535082.000000 Penalty: 5941.980469
	Iteration 53Q: 3 clusters Score -2.153508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 158654 members 
Entering Unmasked Estep 
Score: -21535098.000000 Penalty: 5941.980469
	Iteration 54Q: 3 clusters Score -2.15351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -21535098.000000 Penalty: 5941.980469
	Iteration 55Q: 3 clusters Score -2.15351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -21535108.000000 Penalty: 5941.980469
	Iteration 56Q: 3 clusters Score -2.153511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -21535094.000000 Penalty: 5941.980469
	Iteration 57Q: 3 clusters Score -2.153509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -21535110.000000 Penalty: 5941.980469
	Iteration 58Q: 3 clusters Score -2.153511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -21535106.000000 Penalty: 5941.980469
	Iteration 59Q: 3 clusters Score -2.153511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -21535104.000000 Penalty: 5941.980469
	Iteration 60F: 3 clusters Score -2.15351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -21535108.000000 Penalty: 5941.980469
	Iteration 61Q: 3 clusters Score -2.153511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -21535114.000000 Penalty: 5941.980469
	Iteration 62Q: 3 clusters Score -2.153511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 158685 members 
Entering Unmasked Estep 
Score: -21535112.000000 Penalty: 5941.980469
	Iteration 63Q: 3 clusters Score -2.153511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -21535124.000000 Penalty: 5941.980469
	Iteration 64Q: 3 clusters Score -2.153512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -21535118.000000 Penalty: 5941.980469
	Iteration 65Q: 3 clusters Score -2.153512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -21535126.000000 Penalty: 5941.980469
	Iteration 66Q: 3 clusters Score -2.153513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -21535142.000000 Penalty: 5941.980469
	Iteration 67Q: 3 clusters Score -2.153514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -21535148.000000 Penalty: 5941.980469
	Iteration 68Q: 3 clusters Score -2.153515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -21535136.000000 Penalty: 5941.980469
	Iteration 69Q: 3 clusters Score -2.153514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 158709 members 
Entering Unmasked Estep 
Score: -21535160.000000 Penalty: 5941.980469
	Iteration 70Q: 3 clusters Score -2.153516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -21535158.000000 Penalty: 5941.980469
	Iteration 71Q: 3 clusters Score -2.153516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -21535170.000000 Penalty: 5941.980469
	Iteration 72Q: 3 clusters Score -2.153517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -21535164.000000 Penalty: 5941.980469
	Iteration 73Q: 3 clusters Score -2.153516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -21535164.000000 Penalty: 5941.980469
	Iteration 74F: 3 clusters Score -2.153516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 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: -27069.023438 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27069.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27270.736328 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27270.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27323.826172 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -27323.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27355.751953 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27355.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27374.515625 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27374.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27391.097656 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27391.097656 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -27391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -335754.187500 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -335754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -332793.187500 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -332793.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -333322.093750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -333322.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -333447.937500 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -333447.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -333510.781250 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -333510.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -333538.250000 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -333538.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -333565.031250 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -333565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -333582.781250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -333582.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -333594.562500 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -333594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333603.687500 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -333603.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -333612.156250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -333612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -333618.281250 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -333618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333626.218750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -333626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333632.750000 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -333632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -333634.718750 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -333634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -333640.593750 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -333640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333647.562500 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -333647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -333654.375000 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -333654.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -333662.281250 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -333662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -333668.562500 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -333668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -333675.781250 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -333675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -333687.000000 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -333687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -333694.437500 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -333694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -333701.218750 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -333701.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333707.906250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -333707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -333712.906250 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -333712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -333715.218750 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -333715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -333716.250000 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -333716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -333717.781250 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -333717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333719.468750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -333719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -333721.687500 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -333721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333723.531250 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -333723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333724.843750 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -333724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -333726.218750 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -333726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -333728.156250 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -333728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -333728.812500 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -333728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -333729.187500 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -333729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -333729.750000 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -333729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -333731.687500 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -333731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333733.843750 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -333733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333735.343750 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -333735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -333736.843750 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -333736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -333737.500000 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -333737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333737.125000 Penalty: 3885.072510
	Iteration 42Q: 3 clusters Score -333737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333737.125000 Penalty: 3885.072510
	Iteration 43F: 3 clusters Score -333737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -181955.609375 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -181955.6 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 745 members 
Entering Unmasked Estep 
Score: -179729.109375 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -179729.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180209.062500 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -180209.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180381.328125 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -180381.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180550.218750 Penalty: 3615.985107
	Iteration 3F: 3 clusters Score -180550.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180716.484375 Penalty: 3615.985107
	Iteration 4F: 3 clusters Score -180716.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180857.953125 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -180858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180991.453125 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -180991.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181125.093750 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -181125.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -181239.296875 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -181239.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181320.843750 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -181320.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181417.468750 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -181417.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -181472.015625 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -181472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -181572.140625 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -181572.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181752.281250 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -181752.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182104.609375 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -182104.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -182524.421875 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -182524.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182626.812500 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -182626.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182747.000000 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -182747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182880.718750 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -182880.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -182981.515625 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -182981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183015.359375 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -183015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183019.984375 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -183020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -183020.921875 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -183020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -183020.921875 Penalty: 3615.985107
	Iteration 23F: 3 clusters Score -183020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116874 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112266 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 145800 members 
Mstep: Class 9 contains 182061 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 159500 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 149056 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 139043 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 54018 members 
Entering Unmasked Estep 
Score: -180362400.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180363408.000000 to -180362400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (149056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Entering Unmasked Estep 
Score: -19953328.000000 Penalty: 2954.195068
	Iteration 0F: 2 clusters Score -1.995333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -19855084.000000 Penalty: 5908.390137
	Iteration 0F: 3 clusters Score -1.985508e+07 nChanged 71251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -19896880.000000 Penalty: 5908.390137
	Iteration 1F: 3 clusters Score -1.989688e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -19897906.000000 Penalty: 5908.390137
	Iteration 2Q: 3 clusters Score -1.989791e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -19899642.000000 Penalty: 5908.390137
	Iteration 3Q: 3 clusters Score -1.989964e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -19902230.000000 Penalty: 5908.390137
	Iteration 4Q: 3 clusters Score -1.990223e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -19906618.000000 Penalty: 5908.390137
	Iteration 5Q: 3 clusters Score -1.990662e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -19913664.000000 Penalty: 5908.390137
	Iteration 6F: 3 clusters Score -1.991366e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -19923108.000000 Penalty: 5908.390137
	Iteration 7F: 3 clusters Score -1.992311e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -19933408.000000 Penalty: 5908.390137
	Iteration 8F: 3 clusters Score -1.993341e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -19941586.000000 Penalty: 5908.390137
	Iteration 9F: 3 clusters Score -1.994159e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -19946240.000000 Penalty: 5908.390137
	Iteration 10Q: 3 clusters Score -1.994624e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -19948492.000000 Penalty: 5908.390137
	Iteration 11Q: 3 clusters Score -1.994849e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 146621 members 
Entering Unmasked Estep 
Score: -19949472.000000 Penalty: 5908.390137
	Iteration 12Q: 3 clusters Score -1.994947e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -19950076.000000 Penalty: 5908.390137
	Iteration 13Q: 3 clusters Score -1.995008e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 147719 members 
Entering Unmasked Estep 
Score: -19950350.000000 Penalty: 5908.390137
	Iteration 14Q: 3 clusters Score -1.995035e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -19950516.000000 Penalty: 5908.390137
	Iteration 15Q: 3 clusters Score -1.995052e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -19950604.000000 Penalty: 5908.390137
	Iteration 16Q: 3 clusters Score -1.99506e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -19950678.000000 Penalty: 5908.390137
	Iteration 17Q: 3 clusters Score -1.995068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -19950706.000000 Penalty: 5908.390137
	Iteration 18Q: 3 clusters Score -1.995071e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 148207 members 
Entering Unmasked Estep 
Score: -19950744.000000 Penalty: 5908.390137
	Iteration 19Q: 3 clusters Score -1.995074e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 148241 members 
Entering Unmasked Estep 
Score: -19950770.000000 Penalty: 5908.390137
	Iteration 20F: 3 clusters Score -1.995077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -19950778.000000 Penalty: 5908.390137
	Iteration 21Q: 3 clusters Score -1.995078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -19950800.000000 Penalty: 5908.390137
	Iteration 22Q: 3 clusters Score -1.99508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -19950802.000000 Penalty: 5908.390137
	Iteration 23Q: 3 clusters Score -1.99508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -19950806.000000 Penalty: 5908.390137
	Iteration 24Q: 3 clusters Score -1.995081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -19950820.000000 Penalty: 5908.390137
	Iteration 25Q: 3 clusters Score -1.995082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -19950818.000000 Penalty: 5908.390137
	Iteration 26Q: 3 clusters Score -1.995082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -19950826.000000 Penalty: 5908.390137
	Iteration 27Q: 3 clusters Score -1.995083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -19950824.000000 Penalty: 5908.390137
	Iteration 28Q: 3 clusters Score -1.995082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 148342 members 
Entering Unmasked Estep 
Score: -19950820.000000 Penalty: 5908.390137
	Iteration 29Q: 3 clusters Score -1.995082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -19950842.000000 Penalty: 5908.390137
	Iteration 30Q: 3 clusters Score -1.995084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -19950838.000000 Penalty: 5908.390137
	Iteration 31Q: 3 clusters Score -1.995084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -19950844.000000 Penalty: 5908.390137
	Iteration 32Q: 3 clusters Score -1.995084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -19950838.000000 Penalty: 5908.390137
	Iteration 33Q: 3 clusters Score -1.995084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 148349 members 
Entering Unmasked Estep 
Score: -19950846.000000 Penalty: 5908.390137
	Iteration 34Q: 3 clusters Score -1.995085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -19950842.000000 Penalty: 5908.390137
	Iteration 35Q: 3 clusters Score -1.995084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -19950848.000000 Penalty: 5908.390137
	Iteration 36Q: 3 clusters Score -1.995085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -19950848.000000 Penalty: 5908.390137
	Iteration 37F: 3 clusters Score -1.995085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 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 391 members 
Entering Unmasked Estep 
Score: -92032.335938 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92032.34 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92313.664062 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92313.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92526.179688 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92526.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92772.617188 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -92772.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93077.468750 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -93077.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93401.718750 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -93401.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93802.265625 Penalty: 3304.913818
	Iteration 6F: 3 clusters Score -93802.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94182.140625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -94182.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94627.742188 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -94627.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94774.796875 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -94774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94774.796875 Penalty: 3304.913818
	Iteration 10F: 3 clusters Score -94774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116874 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112266 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 145800 members 
Mstep: Class 9 contains 182061 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 159500 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 149056 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 139043 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 54018 members 
Entering Unmasked Estep 
Score: -180362000.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180363408.000000 to -180362000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -396273.062500 Penalty: 1993.791138
	Iteration 0F: 2 clusters Score -396273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -392980.625000 Penalty: 3987.582275
	Iteration 0F: 3 clusters Score -392980.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -393797.062500 Penalty: 3987.582275
	Iteration 1F: 3 clusters Score -393797.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -394013.843750 Penalty: 3987.582275
	Iteration 2F: 3 clusters Score -394013.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -394149.500000 Penalty: 3987.582275
	Iteration 3F: 3 clusters Score -394149.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -394261.968750 Penalty: 3987.582275
	Iteration 4Q: 3 clusters Score -394262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -394359.750000 Penalty: 3987.582275
	Iteration 5Q: 3 clusters Score -394359.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -394460.000000 Penalty: 3987.582275
	Iteration 6Q: 3 clusters Score -394460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -394559.781250 Penalty: 3987.582275
	Iteration 7Q: 3 clusters Score -394559.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -394659.812500 Penalty: 3987.582275
	Iteration 8Q: 3 clusters Score -394659.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -394744.375000 Penalty: 3987.582275
	Iteration 9Q: 3 clusters Score -394744.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -394804.312500 Penalty: 3987.582275
	Iteration 10Q: 3 clusters Score -394804.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -394850.125000 Penalty: 3987.582275
	Iteration 11Q: 3 clusters Score -394850.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -394887.937500 Penalty: 3987.582275
	Iteration 12Q: 3 clusters Score -394887.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -394913.687500 Penalty: 3987.582275
	Iteration 13Q: 3 clusters Score -394913.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -394944.093750 Penalty: 3987.582275
	Iteration 14Q: 3 clusters Score -394944.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -394970.375000 Penalty: 3987.582275
	Iteration 15Q: 3 clusters Score -394970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -394997.375000 Penalty: 3987.582275
	Iteration 16Q: 3 clusters Score -394997.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -395018.343750 Penalty: 3987.582275
	Iteration 17Q: 3 clusters Score -395018.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -395038.093750 Penalty: 3987.582275
	Iteration 18Q: 3 clusters Score -395038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -395055.906250 Penalty: 3987.582275
	Iteration 19Q: 3 clusters Score -395055.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -395068.000000 Penalty: 3987.582275
	Iteration 20F: 3 clusters Score -395068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -395078.593750 Penalty: 3987.582275
	Iteration 21Q: 3 clusters Score -395078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -395084.468750 Penalty: 3987.582275
	Iteration 22Q: 3 clusters Score -395084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -395090.968750 Penalty: 3987.582275
	Iteration 23Q: 3 clusters Score -395091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -395095.718750 Penalty: 3987.582275
	Iteration 24Q: 3 clusters Score -395095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -395099.031250 Penalty: 3987.582275
	Iteration 25Q: 3 clusters Score -395099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -395101.718750 Penalty: 3987.582275
	Iteration 26Q: 3 clusters Score -395101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -395105.687500 Penalty: 3987.582275
	Iteration 27Q: 3 clusters Score -395105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -395110.406250 Penalty: 3987.582275
	Iteration 28Q: 3 clusters Score -395110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -395115.406250 Penalty: 3987.582275
	Iteration 29Q: 3 clusters Score -395115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -395115.437500 Penalty: 3987.582275
	Iteration 30Q: 3 clusters Score -395115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -395116.093750 Penalty: 3987.582275
	Iteration 31Q: 3 clusters Score -395116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -395116.718750 Penalty: 3987.582275
	Iteration 32Q: 3 clusters Score -395116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -395116.718750 Penalty: 3987.582275
	Iteration 33F: 3 clusters Score -395116.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Entering Unmasked Estep 
Score: -3938980.250000 Penalty: 2548.682617
	Iteration 0F: 2 clusters Score -3938980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3918949.000000 Penalty: 5097.365234
	Iteration 0F: 3 clusters Score -3918949 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3926180.500000 Penalty: 5097.365234
	Iteration 1F: 3 clusters Score -3926180 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3926638.000000 Penalty: 5097.365234
	Iteration 2Q: 3 clusters Score -3926638 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3927116.250000 Penalty: 5097.365234
	Iteration 3Q: 3 clusters Score -3927116 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3927652.250000 Penalty: 5097.365234
	Iteration 4Q: 3 clusters Score -3927652 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3928437.750000 Penalty: 5097.365234
	Iteration 5F: 3 clusters Score -3928438 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3929519.500000 Penalty: 5097.365234
	Iteration 6F: 3 clusters Score -3929520 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3931083.750000 Penalty: 5097.365234
	Iteration 7F: 3 clusters Score -3931084 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3933015.250000 Penalty: 5097.365234
	Iteration 8F: 3 clusters Score -3933015 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3934711.500000 Penalty: 5097.365234
	Iteration 9F: 3 clusters Score -3934712 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3935900.250000 Penalty: 5097.365234
	Iteration 10Q: 3 clusters Score -3935900 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3936440.750000 Penalty: 5097.365234
	Iteration 11Q: 3 clusters Score -3936441 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3936693.750000 Penalty: 5097.365234
	Iteration 12Q: 3 clusters Score -3936694 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3936851.250000 Penalty: 5097.365234
	Iteration 13Q: 3 clusters Score -3936851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3936928.000000 Penalty: 5097.365234
	Iteration 14Q: 3 clusters Score -3936928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3936975.250000 Penalty: 5097.365234
	Iteration 15Q: 3 clusters Score -3936975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3936999.000000 Penalty: 5097.365234
	Iteration 16Q: 3 clusters Score -3936999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3937022.250000 Penalty: 5097.365234
	Iteration 17Q: 3 clusters Score -3937022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3937034.000000 Penalty: 5097.365234
	Iteration 18Q: 3 clusters Score -3937034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3937041.250000 Penalty: 5097.365234
	Iteration 19Q: 3 clusters Score -3937041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3937049.500000 Penalty: 5097.365234
	Iteration 20F: 3 clusters Score -3937050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3937057.000000 Penalty: 5097.365234
	Iteration 21Q: 3 clusters Score -3937057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3937060.500000 Penalty: 5097.365234
	Iteration 22Q: 3 clusters Score -3937060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3937059.500000 Penalty: 5097.365234
	Iteration 23Q: 3 clusters Score -3937060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3937071.750000 Penalty: 5097.365234
	Iteration 24Q: 3 clusters Score -3937072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3937071.500000 Penalty: 5097.365234
	Iteration 25Q: 3 clusters Score -3937072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3937076.250000 Penalty: 5097.365234
	Iteration 26Q: 3 clusters Score -3937076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3937076.250000 Penalty: 5097.365234
	Iteration 27F: 3 clusters Score -3937076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Entering Unmasked Estep 
Score: -20205870.000000 Penalty: 2954.940918
	Iteration 0F: 2 clusters Score -2.020587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -20107670.000000 Penalty: 5909.881836
	Iteration 0F: 3 clusters Score -2.010767e+07 nChanged 71177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -20148674.000000 Penalty: 5909.881836
	Iteration 1F: 3 clusters Score -2.014867e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -20149684.000000 Penalty: 5909.881836
	Iteration 2Q: 3 clusters Score -2.014968e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -20150692.000000 Penalty: 5909.881836
	Iteration 3Q: 3 clusters Score -2.015069e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -20152100.000000 Penalty: 5909.881836
	Iteration 4Q: 3 clusters Score -2.01521e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -20154600.000000 Penalty: 5909.881836
	Iteration 5Q: 3 clusters Score -2.01546e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -20158552.000000 Penalty: 5909.881836
	Iteration 6F: 3 clusters Score -2.015855e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -20165520.000000 Penalty: 5909.881836
	Iteration 7F: 3 clusters Score -2.016552e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 116151 members 
Entering Unmasked Estep 
Score: -20175390.000000 Penalty: 5909.881836
	Iteration 8F: 3 clusters Score -2.017539e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -20185924.000000 Penalty: 5909.881836
	Iteration 9F: 3 clusters Score -2.018592e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -20193672.000000 Penalty: 5909.881836
	Iteration 10F: 3 clusters Score -2.019367e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -20198062.000000 Penalty: 5909.881836
	Iteration 11Q: 3 clusters Score -2.019806e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -20200538.000000 Penalty: 5909.881836
	Iteration 12Q: 3 clusters Score -2.020054e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 146694 members 
Entering Unmasked Estep 
Score: -20201730.000000 Penalty: 5909.881836
	Iteration 13Q: 3 clusters Score -2.020173e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 147648 members 
Entering Unmasked Estep 
Score: -20202360.000000 Penalty: 5909.881836
	Iteration 14Q: 3 clusters Score -2.020236e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -20202742.000000 Penalty: 5909.881836
	Iteration 15Q: 3 clusters Score -2.020274e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -20202974.000000 Penalty: 5909.881836
	Iteration 16Q: 3 clusters Score -2.020297e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -20203114.000000 Penalty: 5909.881836
	Iteration 17Q: 3 clusters Score -2.020311e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 148698 members 
Entering Unmasked Estep 
Score: -20203188.000000 Penalty: 5909.881836
	Iteration 18Q: 3 clusters Score -2.020319e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -20203250.000000 Penalty: 5909.881836
	Iteration 19Q: 3 clusters Score -2.020325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -20203284.000000 Penalty: 5909.881836
	Iteration 20F: 3 clusters Score -2.020328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -20203270.000000 Penalty: 5909.881836
	Iteration 21Q: 3 clusters Score -2.020327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -20203278.000000 Penalty: 5909.881836
	Iteration 22Q: 3 clusters Score -2.020328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 148855 members 
Entering Unmasked Estep 
Score: -20203298.000000 Penalty: 5909.881836
	Iteration 23Q: 3 clusters Score -2.02033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -20203316.000000 Penalty: 5909.881836
	Iteration 24Q: 3 clusters Score -2.020332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -20203344.000000 Penalty: 5909.881836
	Iteration 25Q: 3 clusters Score -2.020334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -20203342.000000 Penalty: 5909.881836
	Iteration 26Q: 3 clusters Score -2.020334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -20203370.000000 Penalty: 5909.881836
	Iteration 27Q: 3 clusters Score -2.020337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 148926 members 
Entering Unmasked Estep 
Score: -20203390.000000 Penalty: 5909.881836
	Iteration 28Q: 3 clusters Score -2.020339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -20203376.000000 Penalty: 5909.881836
	Iteration 29Q: 3 clusters Score -2.020338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 148933 members 
Entering Unmasked Estep 
Score: -20203376.000000 Penalty: 5909.881836
	Iteration 30Q: 3 clusters Score -2.020338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -20203380.000000 Penalty: 5909.881836
	Iteration 31Q: 3 clusters Score -2.020338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -20203386.000000 Penalty: 5909.881836
	Iteration 32Q: 3 clusters Score -2.020339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 148940 members 
Entering Unmasked Estep 
Score: -20203396.000000 Penalty: 5909.881836
	Iteration 33Q: 3 clusters Score -2.02034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -20203392.000000 Penalty: 5909.881836
	Iteration 34Q: 3 clusters Score -2.020339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 148948 members 
Entering Unmasked Estep 
Score: -20203394.000000 Penalty: 5909.881836
	Iteration 35Q: 3 clusters Score -2.020339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -20203390.000000 Penalty: 5909.881836
	Iteration 36Q: 3 clusters Score -2.020339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -20203400.000000 Penalty: 5909.881836
	Iteration 37Q: 3 clusters Score -2.02034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -20203398.000000 Penalty: 5909.881836
	Iteration 38Q: 3 clusters Score -2.02034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -20203402.000000 Penalty: 5909.881836
	Iteration 39Q: 3 clusters Score -2.02034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -20203402.000000 Penalty: 5909.881836
	Iteration 40F: 3 clusters Score -2.02034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 148966 members 
Entering Unmasked Estep 
Score: -20203392.000000 Penalty: 5909.881836
	Iteration 41Q: 3 clusters Score -2.020339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 148966 members 
Entering Unmasked Estep 
Score: -20203392.000000 Penalty: 5909.881836
	Iteration 42F: 3 clusters Score -2.020339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (139043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Entering Unmasked Estep 
Score: -18634672.000000 Penalty: 2936.949707
	Iteration 0F: 2 clusters Score -1.863467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -18542156.000000 Penalty: 5873.899414
	Iteration 0F: 3 clusters Score -1.854216e+07 nChanged 66536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -18581338.000000 Penalty: 5873.899414
	Iteration 1F: 3 clusters Score -1.858134e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -18583238.000000 Penalty: 5873.899414
	Iteration 2Q: 3 clusters Score -1.858324e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -18586228.000000 Penalty: 5873.899414
	Iteration 3Q: 3 clusters Score -1.858623e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -18590462.000000 Penalty: 5873.899414
	Iteration 4F: 3 clusters Score -1.859046e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -18596664.000000 Penalty: 5873.899414
	Iteration 5F: 3 clusters Score -1.859666e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -18604654.000000 Penalty: 5873.899414
	Iteration 6F: 3 clusters Score -1.860465e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -18612252.000000 Penalty: 5873.899414
	Iteration 7F: 3 clusters Score -1.861225e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -18616498.000000 Penalty: 5873.899414
	Iteration 8F: 3 clusters Score -1.86165e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -18618364.000000 Penalty: 5873.899414
	Iteration 9Q: 3 clusters Score -1.861836e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -18619354.000000 Penalty: 5873.899414
	Iteration 10Q: 3 clusters Score -1.861935e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -18620380.000000 Penalty: 5873.899414
	Iteration 11Q: 3 clusters Score -1.862038e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -18621034.000000 Penalty: 5873.899414
	Iteration 12Q: 3 clusters Score -1.862103e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -18621918.000000 Penalty: 5873.899414
	Iteration 13Q: 3 clusters Score -1.862192e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -18622660.000000 Penalty: 5873.899414
	Iteration 14Q: 3 clusters Score -1.862266e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -18623146.000000 Penalty: 5873.899414
	Iteration 15Q: 3 clusters Score -1.862315e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -18623476.000000 Penalty: 5873.899414
	Iteration 16Q: 3 clusters Score -1.862348e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -18623708.000000 Penalty: 5873.899414
	Iteration 17Q: 3 clusters Score -1.862371e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -18624034.000000 Penalty: 5873.899414
	Iteration 18Q: 3 clusters Score -1.862403e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -18624166.000000 Penalty: 5873.899414
	Iteration 19Q: 3 clusters Score -1.862417e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -18624356.000000 Penalty: 5873.899414
	Iteration 20F: 3 clusters Score -1.862436e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -18624542.000000 Penalty: 5873.899414
	Iteration 21Q: 3 clusters Score -1.862454e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -18624712.000000 Penalty: 5873.899414
	Iteration 22Q: 3 clusters Score -1.862471e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -18624860.000000 Penalty: 5873.899414
	Iteration 23Q: 3 clusters Score -1.862486e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -18625126.000000 Penalty: 5873.899414
	Iteration 24Q: 3 clusters Score -1.862513e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -18625316.000000 Penalty: 5873.899414
	Iteration 25Q: 3 clusters Score -1.862532e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -18625472.000000 Penalty: 5873.899414
	Iteration 26Q: 3 clusters Score -1.862547e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -18625668.000000 Penalty: 5873.899414
	Iteration 27Q: 3 clusters Score -1.862567e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -18625870.000000 Penalty: 5873.899414
	Iteration 28Q: 3 clusters Score -1.862587e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -18626032.000000 Penalty: 5873.899414
	Iteration 29Q: 3 clusters Score -1.862603e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -18626228.000000 Penalty: 5873.899414
	Iteration 30Q: 3 clusters Score -1.862623e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -18626404.000000 Penalty: 5873.899414
	Iteration 31Q: 3 clusters Score -1.86264e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -18626570.000000 Penalty: 5873.899414
	Iteration 32Q: 3 clusters Score -1.862657e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -18626738.000000 Penalty: 5873.899414
	Iteration 33Q: 3 clusters Score -1.862674e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -18627010.000000 Penalty: 5873.899414
	Iteration 34Q: 3 clusters Score -1.862701e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -18627236.000000 Penalty: 5873.899414
	Iteration 35Q: 3 clusters Score -1.862724e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -18627430.000000 Penalty: 5873.899414
	Iteration 36Q: 3 clusters Score -1.862743e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -18627606.000000 Penalty: 5873.899414
	Iteration 37Q: 3 clusters Score -1.862761e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -18627816.000000 Penalty: 5873.899414
	Iteration 38Q: 3 clusters Score -1.862782e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -18628006.000000 Penalty: 5873.899414
	Iteration 39Q: 3 clusters Score -1.862801e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -18628182.000000 Penalty: 5873.899414
	Iteration 40F: 3 clusters Score -1.862818e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -18628458.000000 Penalty: 5873.899414
	Iteration 41Q: 3 clusters Score -1.862846e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -18628670.000000 Penalty: 5873.899414
	Iteration 42Q: 3 clusters Score -1.862867e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -18628832.000000 Penalty: 5873.899414
	Iteration 43Q: 3 clusters Score -1.862883e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -18629002.000000 Penalty: 5873.899414
	Iteration 44Q: 3 clusters Score -1.8629e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -18629230.000000 Penalty: 5873.899414
	Iteration 45Q: 3 clusters Score -1.862923e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -18629438.000000 Penalty: 5873.899414
	Iteration 46Q: 3 clusters Score -1.862944e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -18629610.000000 Penalty: 5873.899414
	Iteration 47Q: 3 clusters Score -1.862961e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -18629794.000000 Penalty: 5873.899414
	Iteration 48Q: 3 clusters Score -1.862979e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -18629966.000000 Penalty: 5873.899414
	Iteration 49Q: 3 clusters Score -1.862997e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -18630172.000000 Penalty: 5873.899414
	Iteration 50Q: 3 clusters Score -1.863017e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -18630288.000000 Penalty: 5873.899414
	Iteration 51Q: 3 clusters Score -1.863029e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -18630450.000000 Penalty: 5873.899414
	Iteration 52Q: 3 clusters Score -1.863045e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112540 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -18630702.000000 Penalty: 5873.899414
	Iteration 53Q: 3 clusters Score -1.86307e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -18630866.000000 Penalty: 5873.899414
	Iteration 54Q: 3 clusters Score -1.863087e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113849 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -18631044.000000 Penalty: 5873.899414
	Iteration 55Q: 3 clusters Score -1.863104e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -18631188.000000 Penalty: 5873.899414
	Iteration 56Q: 3 clusters Score -1.863119e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -18631306.000000 Penalty: 5873.899414
	Iteration 57Q: 3 clusters Score -1.863131e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -18631488.000000 Penalty: 5873.899414
	Iteration 58Q: 3 clusters Score -1.863149e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -18631630.000000 Penalty: 5873.899414
	Iteration 59Q: 3 clusters Score -1.863163e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116594 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -18631774.000000 Penalty: 5873.899414
	Iteration 60F: 3 clusters Score -1.863177e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -18631952.000000 Penalty: 5873.899414
	Iteration 61Q: 3 clusters Score -1.863195e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -18632050.000000 Penalty: 5873.899414
	Iteration 62Q: 3 clusters Score -1.863205e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -18632152.000000 Penalty: 5873.899414
	Iteration 63Q: 3 clusters Score -1.863215e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118409 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -18632220.000000 Penalty: 5873.899414
	Iteration 64Q: 3 clusters Score -1.863222e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -18632290.000000 Penalty: 5873.899414
	Iteration 65Q: 3 clusters Score -1.863229e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -18632338.000000 Penalty: 5873.899414
	Iteration 66Q: 3 clusters Score -1.863234e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -18632430.000000 Penalty: 5873.899414
	Iteration 67Q: 3 clusters Score -1.863243e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120006 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -18632490.000000 Penalty: 5873.899414
	Iteration 68Q: 3 clusters Score -1.863249e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -18632602.000000 Penalty: 5873.899414
	Iteration 69Q: 3 clusters Score -1.86326e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -18632668.000000 Penalty: 5873.899414
	Iteration 70Q: 3 clusters Score -1.863267e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -18632770.000000 Penalty: 5873.899414
	Iteration 71Q: 3 clusters Score -1.863277e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -18632812.000000 Penalty: 5873.899414
	Iteration 72Q: 3 clusters Score -1.863281e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -18632894.000000 Penalty: 5873.899414
	Iteration 73Q: 3 clusters Score -1.863289e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -18632950.000000 Penalty: 5873.899414
	Iteration 74Q: 3 clusters Score -1.863295e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -18633030.000000 Penalty: 5873.899414
	Iteration 75Q: 3 clusters Score -1.863303e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -18633086.000000 Penalty: 5873.899414
	Iteration 76Q: 3 clusters Score -1.863309e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -18633136.000000 Penalty: 5873.899414
	Iteration 77Q: 3 clusters Score -1.863314e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -18633140.000000 Penalty: 5873.899414
	Iteration 78Q: 3 clusters Score -1.863314e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -18633184.000000 Penalty: 5873.899414
	Iteration 79Q: 3 clusters Score -1.863318e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -18633226.000000 Penalty: 5873.899414
	Iteration 80F: 3 clusters Score -1.863323e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -18633334.000000 Penalty: 5873.899414
	Iteration 81Q: 3 clusters Score -1.863333e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -18633370.000000 Penalty: 5873.899414
	Iteration 82Q: 3 clusters Score -1.863337e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124202 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -18633368.000000 Penalty: 5873.899414
	Iteration 83Q: 3 clusters Score -1.863337e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -18633404.000000 Penalty: 5873.899414
	Iteration 84Q: 3 clusters Score -1.86334e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124597 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -18633410.000000 Penalty: 5873.899414
	Iteration 85Q: 3 clusters Score -1.863341e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -18633452.000000 Penalty: 5873.899414
	Iteration 86Q: 3 clusters Score -1.863345e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124961 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -18633486.000000 Penalty: 5873.899414
	Iteration 87Q: 3 clusters Score -1.863349e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -18633510.000000 Penalty: 5873.899414
	Iteration 88Q: 3 clusters Score -1.863351e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125318 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -18633496.000000 Penalty: 5873.899414
	Iteration 89Q: 3 clusters Score -1.86335e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -18633480.000000 Penalty: 5873.899414
	Iteration 90Q: 3 clusters Score -1.863348e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -18633486.000000 Penalty: 5873.899414
	Iteration 91Q: 3 clusters Score -1.863349e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125782 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -18633502.000000 Penalty: 5873.899414
	Iteration 92Q: 3 clusters Score -1.86335e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -18633524.000000 Penalty: 5873.899414
	Iteration 93Q: 3 clusters Score -1.863352e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -18633532.000000 Penalty: 5873.899414
	Iteration 94Q: 3 clusters Score -1.863353e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126193 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -18633548.000000 Penalty: 5873.899414
	Iteration 95Q: 3 clusters Score -1.863355e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126360 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -18633528.000000 Penalty: 5873.899414
	Iteration 96Q: 3 clusters Score -1.863353e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -18633580.000000 Penalty: 5873.899414
	Iteration 97Q: 3 clusters Score -1.863358e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -18633608.000000 Penalty: 5873.899414
	Iteration 98Q: 3 clusters Score -1.863361e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -18633616.000000 Penalty: 5873.899414
	Iteration 99Q: 3 clusters Score -1.863362e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -18633610.000000 Penalty: 5873.899414
	Iteration 100F: 3 clusters Score -1.863361e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -18633578.000000 Penalty: 5873.899414
	Iteration 101Q: 3 clusters Score -1.863358e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -18633604.000000 Penalty: 5873.899414
	Iteration 102Q: 3 clusters Score -1.86336e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127188 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -18633626.000000 Penalty: 5873.899414
	Iteration 103Q: 3 clusters Score -1.863363e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127288 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -18633632.000000 Penalty: 5873.899414
	Iteration 104Q: 3 clusters Score -1.863363e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127395 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -18633694.000000 Penalty: 5873.899414
	Iteration 105Q: 3 clusters Score -1.863369e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -18633724.000000 Penalty: 5873.899414
	Iteration 106Q: 3 clusters Score -1.863372e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127600 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -18633672.000000 Penalty: 5873.899414
	Iteration 107Q: 3 clusters Score -1.863367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -18633678.000000 Penalty: 5873.899414
	Iteration 108Q: 3 clusters Score -1.863368e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -18633718.000000 Penalty: 5873.899414
	Iteration 109Q: 3 clusters Score -1.863372e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -18633728.000000 Penalty: 5873.899414
	Iteration 110Q: 3 clusters Score -1.863373e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -18633742.000000 Penalty: 5873.899414
	Iteration 111Q: 3 clusters Score -1.863374e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128135 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -18633760.000000 Penalty: 5873.899414
	Iteration 112Q: 3 clusters Score -1.863376e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -18633808.000000 Penalty: 5873.899414
	Iteration 113Q: 3 clusters Score -1.863381e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128304 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -18633768.000000 Penalty: 5873.899414
	Iteration 114Q: 3 clusters Score -1.863377e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -18633788.000000 Penalty: 5873.899414
	Iteration 115Q: 3 clusters Score -1.863379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -18633796.000000 Penalty: 5873.899414
	Iteration 116Q: 3 clusters Score -1.86338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -18633816.000000 Penalty: 5873.899414
	Iteration 117Q: 3 clusters Score -1.863382e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -18633780.000000 Penalty: 5873.899414
	Iteration 118Q: 3 clusters Score -1.863378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128640 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -18633816.000000 Penalty: 5873.899414
	Iteration 119Q: 3 clusters Score -1.863382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -18633826.000000 Penalty: 5873.899414
	Iteration 120F: 3 clusters Score -1.863383e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -18633816.000000 Penalty: 5873.899414
	Iteration 121Q: 3 clusters Score -1.863382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128798 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -18633790.000000 Penalty: 5873.899414
	Iteration 122Q: 3 clusters Score -1.863379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128843 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -18633800.000000 Penalty: 5873.899414
	Iteration 123Q: 3 clusters Score -1.86338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -18633814.000000 Penalty: 5873.899414
	Iteration 124Q: 3 clusters Score -1.863381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -18633798.000000 Penalty: 5873.899414
	Iteration 125Q: 3 clusters Score -1.86338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -18633794.000000 Penalty: 5873.899414
	Iteration 126Q: 3 clusters Score -1.863379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129006 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -18633810.000000 Penalty: 5873.899414
	Iteration 127Q: 3 clusters Score -1.863381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -18633828.000000 Penalty: 5873.899414
	Iteration 128Q: 3 clusters Score -1.863383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -18633822.000000 Penalty: 5873.899414
	Iteration 129Q: 3 clusters Score -1.863382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -18633820.000000 Penalty: 5873.899414
	Iteration 130Q: 3 clusters Score -1.863382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129194 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -18633826.000000 Penalty: 5873.899414
	Iteration 131Q: 3 clusters Score -1.863383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129229 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -18633838.000000 Penalty: 5873.899414
	Iteration 132Q: 3 clusters Score -1.863384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129270 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -18633854.000000 Penalty: 5873.899414
	Iteration 133Q: 3 clusters Score -1.863385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -18633858.000000 Penalty: 5873.899414
	Iteration 134Q: 3 clusters Score -1.863386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -18633846.000000 Penalty: 5873.899414
	Iteration 135Q: 3 clusters Score -1.863385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -18633850.000000 Penalty: 5873.899414
	Iteration 136Q: 3 clusters Score -1.863385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -18633830.000000 Penalty: 5873.899414
	Iteration 137Q: 3 clusters Score -1.863383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129356 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -18633816.000000 Penalty: 5873.899414
	Iteration 138Q: 3 clusters Score -1.863382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -18633816.000000 Penalty: 5873.899414
	Iteration 139Q: 3 clusters Score -1.863382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129376 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -18633820.000000 Penalty: 5873.899414
	Iteration 140F: 3 clusters Score -1.863382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129380 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -18633820.000000 Penalty: 5873.899414
	Iteration 141Q: 3 clusters Score -1.863382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129382 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -18633812.000000 Penalty: 5873.899414
	Iteration 142Q: 3 clusters Score -1.863381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -18633812.000000 Penalty: 5873.899414
	Iteration 143Q: 3 clusters Score -1.863381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -18633812.000000 Penalty: 5873.899414
	Iteration 144F: 3 clusters Score -1.863381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Entering Unmasked Estep 
Score: -7335632.000000 Penalty: 2702.474121
	Iteration 0F: 2 clusters Score -7335632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -7299225.000000 Penalty: 5404.948242
	Iteration 0F: 3 clusters Score -7299225 nChanged 25050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -7313105.000000 Penalty: 5404.948242
	Iteration 1F: 3 clusters Score -7313105 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -7313652.500000 Penalty: 5404.948242
	Iteration 2Q: 3 clusters Score -7313652 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -7314395.000000 Penalty: 5404.948242
	Iteration 3Q: 3 clusters Score -7314395 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7315391.000000 Penalty: 5404.948242
	Iteration 4Q: 3 clusters Score -7315391 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7316898.500000 Penalty: 5404.948242
	Iteration 5F: 3 clusters Score -7316898 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7319061.500000 Penalty: 5404.948242
	Iteration 6F: 3 clusters Score -7319062 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -7322174.000000 Penalty: 5404.948242
	Iteration 7F: 3 clusters Score -7322174 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7325942.000000 Penalty: 5404.948242
	Iteration 8F: 3 clusters Score -7325942 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7329383.500000 Penalty: 5404.948242
	Iteration 9F: 3 clusters Score -7329384 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7331547.000000 Penalty: 5404.948242
	Iteration 10Q: 3 clusters Score -7331547 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7332581.000000 Penalty: 5404.948242
	Iteration 11Q: 3 clusters Score -7332581 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7332934.000000 Penalty: 5404.948242
	Iteration 12Q: 3 clusters Score -7332934 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7333133.000000 Penalty: 5404.948242
	Iteration 13Q: 3 clusters Score -7333133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7333207.500000 Penalty: 5404.948242
	Iteration 14Q: 3 clusters Score -7333208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7333241.500000 Penalty: 5404.948242
	Iteration 15Q: 3 clusters Score -7333242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7333255.500000 Penalty: 5404.948242
	Iteration 16Q: 3 clusters Score -7333256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7333274.000000 Penalty: 5404.948242
	Iteration 17Q: 3 clusters Score -7333274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7333282.500000 Penalty: 5404.948242
	Iteration 18Q: 3 clusters Score -7333282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7333279.500000 Penalty: 5404.948242
	Iteration 19Q: 3 clusters Score -7333280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7333281.500000 Penalty: 5404.948242
	Iteration 20F: 3 clusters Score -7333282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7333293.000000 Penalty: 5404.948242
	Iteration 21Q: 3 clusters Score -7333293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7333289.500000 Penalty: 5404.948242
	Iteration 22Q: 3 clusters Score -7333290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7333293.000000 Penalty: 5404.948242
	Iteration 23Q: 3 clusters Score -7333293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7333293.500000 Penalty: 5404.948242
	Iteration 24Q: 3 clusters Score -7333294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7333291.000000 Penalty: 5404.948242
	Iteration 25Q: 3 clusters Score -7333291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7333291.000000 Penalty: 5404.948242
	Iteration 26Q: 3 clusters Score -7333291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7333291.000000 Penalty: 5404.948242
	Iteration 27F: 3 clusters Score -7333291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 116874 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 112266 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 145800 members 
Mstep: Class 9 contains 182061 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 159500 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 149056 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 149505 members 
Mstep: Class 20 contains 139043 members 
Mstep: Class 22 contains 54018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363056.000000 Penalty: 73593.648438
Iteration 439Q: 22 clusters Score -1.803631e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 118534 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 111973 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 145693 members 
Mstep: Class 9 contains 181916 members 
Mstep: Class 10 contains 38086 members 
Mstep: Class 11 contains 159267 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 148882 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 28963 members 
Mstep: Class 19 contains 149212 members 
Mstep: Class 20 contains 138920 members 
Mstep: Class 22 contains 53900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363440.000000 Penalty: 73593.648438
Iteration 440F: 22 clusters Score -1.803634e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 120218 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17424 members 
Mstep: Class 8 contains 145603 members 
Mstep: Class 9 contains 181803 members 
Mstep: Class 10 contains 37956 members 
Mstep: Class 11 contains 159026 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 148638 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 28889 members 
Mstep: Class 19 contains 148922 members 
Mstep: Class 20 contains 138840 members 
Mstep: Class 22 contains 53749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363952.000000 Penalty: 73593.648438
Iteration 441Q: 22 clusters Score -1.80364e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 121848 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 111325 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17419 members 
Mstep: Class 8 contains 145530 members 
Mstep: Class 9 contains 181708 members 
Mstep: Class 10 contains 37841 members 
Mstep: Class 11 contains 158727 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 148407 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 28830 members 
Mstep: Class 19 contains 148616 members 
Mstep: Class 20 contains 138844 members 
Mstep: Class 22 contains 53580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364672.000000 Penalty: 73593.648438
Iteration 442Q: 22 clusters Score -1.803647e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 123517 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 110957 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 145421 members 
Mstep: Class 9 contains 181643 members 
Mstep: Class 10 contains 37751 members 
Mstep: Class 11 contains 158407 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 148170 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 28764 members 
Mstep: Class 19 contains 148304 members 
Mstep: Class 20 contains 138854 members 
Mstep: Class 22 contains 53413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364688.000000 Penalty: 73593.648438
Iteration 443Q: 22 clusters Score -1.803647e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 125311 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 110606 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17433 members 
Mstep: Class 8 contains 145245 members 
Mstep: Class 9 contains 181547 members 
Mstep: Class 10 contains 37658 members 
Mstep: Class 11 contains 158081 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 147874 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 28687 members 
Mstep: Class 19 contains 148023 members 
Mstep: Class 20 contains 138884 members 
Mstep: Class 22 contains 53223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365184.000000 Penalty: 73593.648438
Iteration 444Q: 22 clusters Score -1.803652e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 127092 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 110283 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17421 members 
Mstep: Class 8 contains 145090 members 
Mstep: Class 9 contains 181459 members 
Mstep: Class 10 contains 37552 members 
Mstep: Class 11 contains 157799 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 147546 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 28616 members 
Mstep: Class 19 contains 147737 members 
Mstep: Class 20 contains 138907 members 
Mstep: Class 22 contains 53017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365680.000000 Penalty: 73593.648438
Iteration 445Q: 22 clusters Score -1.803657e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 128845 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 110004 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17416 members 
Mstep: Class 8 contains 144936 members 
Mstep: Class 9 contains 181342 members 
Mstep: Class 10 contains 37458 members 
Mstep: Class 11 contains 157552 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 147163 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 147398 members 
Mstep: Class 20 contains 139005 members 
Mstep: Class 22 contains 52831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366032.000000 Penalty: 73593.648438
Iteration 446Q: 22 clusters Score -1.80366e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 130638 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 109717 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17414 members 
Mstep: Class 8 contains 144736 members 
Mstep: Class 9 contains 181235 members 
Mstep: Class 10 contains 37384 members 
Mstep: Class 11 contains 157293 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 146796 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 147064 members 
Mstep: Class 20 contains 139037 members 
Mstep: Class 22 contains 52688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366704.000000 Penalty: 73593.648438
Iteration 447Q: 22 clusters Score -1.803667e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 132424 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 109399 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17404 members 
Mstep: Class 8 contains 144522 members 
Mstep: Class 9 contains 181116 members 
Mstep: Class 10 contains 37299 members 
Mstep: Class 11 contains 157010 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 146438 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 28388 members 
Mstep: Class 19 contains 146764 members 
Mstep: Class 20 contains 139110 members 
Mstep: Class 22 contains 52541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367664.000000 Penalty: 73593.648438
Iteration 448Q: 22 clusters Score -1.803677e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 134213 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 109102 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17392 members 
Mstep: Class 8 contains 144280 members 
Mstep: Class 9 contains 181033 members 
Mstep: Class 10 contains 37190 members 
Mstep: Class 11 contains 156727 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 146059 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 28345 members 
Mstep: Class 19 contains 146481 members 
Mstep: Class 20 contains 139166 members 
Mstep: Class 22 contains 52397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 73593.648438
Iteration 449Q: 22 clusters Score -1.803675e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 136000 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 108808 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 8 contains 144007 members 
Mstep: Class 9 contains 180912 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 156472 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 145741 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 28308 members 
Mstep: Class 19 contains 146161 members 
Mstep: Class 20 contains 139207 members 
Mstep: Class 22 contains 52254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 73593.648438
Iteration 450Q: 22 clusters Score -1.803674e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 137740 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 108543 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17386 members 
Mstep: Class 8 contains 143641 members 
Mstep: Class 9 contains 180791 members 
Mstep: Class 10 contains 37026 members 
Mstep: Class 11 contains 156236 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 145467 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 28289 members 
Mstep: Class 19 contains 145829 members 
Mstep: Class 20 contains 139287 members 
Mstep: Class 22 contains 52103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367840.000000 Penalty: 73593.648438
Iteration 451Q: 22 clusters Score -1.803678e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 139403 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 108292 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17388 members 
Mstep: Class 8 contains 143258 members 
Mstep: Class 9 contains 180674 members 
Mstep: Class 10 contains 36961 members 
Mstep: Class 11 contains 155993 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 145207 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 19 contains 145536 members 
Mstep: Class 20 contains 139388 members 
Mstep: Class 22 contains 51960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368128.000000 Penalty: 73593.648438
Iteration 452Q: 22 clusters Score -1.803681e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 140925 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 108076 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17387 members 
Mstep: Class 8 contains 142778 members 
Mstep: Class 9 contains 180550 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 155765 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 145007 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 28233 members 
Mstep: Class 19 contains 145274 members 
Mstep: Class 20 contains 139608 members 
Mstep: Class 22 contains 51825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367696.000000 Penalty: 73593.648438
Iteration 453Q: 22 clusters Score -1.803677e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 142521 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 107883 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17389 members 
Mstep: Class 8 contains 142215 members 
Mstep: Class 9 contains 180437 members 
Mstep: Class 10 contains 36798 members 
Mstep: Class 11 contains 155535 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 144825 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 28201 members 
Mstep: Class 19 contains 145009 members 
Mstep: Class 20 contains 139804 members 
Mstep: Class 22 contains 51680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 73593.648438
Iteration 454Q: 22 clusters Score -1.803675e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 143962 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 107710 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17407 members 
Mstep: Class 8 contains 141686 members 
Mstep: Class 9 contains 180397 members 
Mstep: Class 10 contains 36736 members 
Mstep: Class 11 contains 155300 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 144664 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 28183 members 
Mstep: Class 19 contains 144752 members 
Mstep: Class 20 contains 139936 members 
Mstep: Class 22 contains 51542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367216.000000 Penalty: 73593.648438
Iteration 455Q: 22 clusters Score -1.803672e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 145272 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 107546 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17405 members 
Mstep: Class 8 contains 141195 members 
Mstep: Class 9 contains 180384 members 
Mstep: Class 10 contains 36681 members 
Mstep: Class 11 contains 155075 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 15 contains 144547 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 28177 members 
Mstep: Class 19 contains 144531 members 
Mstep: Class 20 contains 140036 members 
Mstep: Class 22 contains 51428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 73593.648438
Iteration 456Q: 22 clusters Score -1.803674e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 146432 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 107407 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17414 members 
Mstep: Class 8 contains 140680 members 
Mstep: Class 9 contains 180369 members 
Mstep: Class 10 contains 36622 members 
Mstep: Class 11 contains 154927 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 144449 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 28165 members 
Mstep: Class 19 contains 144323 members 
Mstep: Class 20 contains 140146 members 
Mstep: Class 22 contains 51322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367312.000000 Penalty: 73593.648438
Iteration 457Q: 22 clusters Score -1.803673e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 147436 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 107271 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17418 members 
Mstep: Class 8 contains 140114 members 
Mstep: Class 9 contains 180384 members 
Mstep: Class 10 contains 36576 members 
Mstep: Class 11 contains 154815 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 144409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 19 contains 144198 members 
Mstep: Class 20 contains 140272 members 
Mstep: Class 22 contains 51189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367296.000000 Penalty: 73593.648438
Iteration 458Q: 22 clusters Score -1.803673e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 148344 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 107129 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17414 members 
Mstep: Class 8 contains 139533 members 
Mstep: Class 9 contains 180403 members 
Mstep: Class 10 contains 36547 members 
Mstep: Class 11 contains 154719 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 1464 members 
Mstep: Class 15 contains 144413 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 144103 members 
Mstep: Class 20 contains 140402 members 
Mstep: Class 22 contains 51067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367104.000000 Penalty: 73593.648438
Iteration 459Q: 22 clusters Score -1.803671e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 149196 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 107019 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17419 members 
Mstep: Class 8 contains 139013 members 
Mstep: Class 9 contains 180392 members 
Mstep: Class 10 contains 36528 members 
Mstep: Class 11 contains 154649 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 144409 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 144013 members 
Mstep: Class 20 contains 140497 members 
Mstep: Class 22 contains 50937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366720.000000 Penalty: 73593.648438
Iteration 460F: 22 clusters Score -1.803667e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 149943 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 106923 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 138434 members 
Mstep: Class 9 contains 180426 members 
Mstep: Class 10 contains 36505 members 
Mstep: Class 11 contains 154638 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 144453 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 28165 members 
Mstep: Class 19 contains 143921 members 
Mstep: Class 20 contains 140574 members 
Mstep: Class 22 contains 50832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366880.000000 Penalty: 73593.648438
Iteration 461Q: 22 clusters Score -1.803669e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 150673 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 106819 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17434 members 
Mstep: Class 8 contains 137835 members 
Mstep: Class 9 contains 180447 members 
Mstep: Class 10 contains 36469 members 
Mstep: Class 11 contains 154662 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 144513 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 19 contains 143834 members 
Mstep: Class 20 contains 140641 members 
Mstep: Class 22 contains 50754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366816.000000 Penalty: 73593.648438
Iteration 462Q: 22 clusters Score -1.803668e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 151291 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 106731 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17437 members 
Mstep: Class 8 contains 137222 members 
Mstep: Class 9 contains 180471 members 
Mstep: Class 10 contains 36437 members 
Mstep: Class 11 contains 154699 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 144571 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 28174 members 
Mstep: Class 19 contains 143772 members 
Mstep: Class 20 contains 140749 members 
Mstep: Class 22 contains 50683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366720.000000 Penalty: 73593.648438
Iteration 463Q: 22 clusters Score -1.803667e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 151783 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 106637 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17443 members 
Mstep: Class 8 contains 136636 members 
Mstep: Class 9 contains 180478 members 
Mstep: Class 10 contains 36416 members 
Mstep: Class 11 contains 154733 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 144637 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28183 members 
Mstep: Class 19 contains 143769 members 
Mstep: Class 20 contains 140881 members 
Mstep: Class 22 contains 50628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365984.000000 Penalty: 73593.648438
Iteration 464Q: 22 clusters Score -1.80366e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 152205 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 106582 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17449 members 
Mstep: Class 8 contains 136066 members 
Mstep: Class 9 contains 180480 members 
Mstep: Class 10 contains 36386 members 
Mstep: Class 11 contains 154761 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 144719 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 143784 members 
Mstep: Class 20 contains 141005 members 
Mstep: Class 22 contains 50570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366048.000000 Penalty: 73593.648438
Iteration 465Q: 22 clusters Score -1.80366e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 152532 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 106534 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 135496 members 
Mstep: Class 9 contains 180512 members 
Mstep: Class 10 contains 36362 members 
Mstep: Class 11 contains 154831 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 144772 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28210 members 
Mstep: Class 19 contains 143803 members 
Mstep: Class 20 contains 141131 members 
Mstep: Class 22 contains 50536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365552.000000 Penalty: 73593.648438
Iteration 466Q: 22 clusters Score -1.803656e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 152815 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 106490 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 134966 members 
Mstep: Class 9 contains 180556 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 154893 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 144870 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28228 members 
Mstep: Class 19 contains 143823 members 
Mstep: Class 20 contains 141189 members 
Mstep: Class 22 contains 50517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365536.000000 Penalty: 73593.648438
Iteration 467Q: 22 clusters Score -1.803655e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 153001 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 106466 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 134454 members 
Mstep: Class 9 contains 180623 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 155006 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 144961 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 143860 members 
Mstep: Class 20 contains 141200 members 
Mstep: Class 22 contains 50487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364928.000000 Penalty: 73593.648438
Iteration 468Q: 22 clusters Score -1.803649e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 153075 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 106416 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17456 members 
Mstep: Class 8 contains 133967 members 
Mstep: Class 9 contains 180698 members 
Mstep: Class 10 contains 36355 members 
Mstep: Class 11 contains 155093 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145067 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28281 members 
Mstep: Class 19 contains 143915 members 
Mstep: Class 20 contains 141308 members 
Mstep: Class 22 contains 50464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364832.000000 Penalty: 73593.648438
Iteration 469Q: 22 clusters Score -1.803648e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 153001 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 106376 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 133560 members 
Mstep: Class 9 contains 180783 members 
Mstep: Class 10 contains 36345 members 
Mstep: Class 11 contains 155239 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145177 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28312 members 
Mstep: Class 19 contains 143989 members 
Mstep: Class 20 contains 141395 members 
Mstep: Class 22 contains 50450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364512.000000 Penalty: 73593.648438
Iteration 470Q: 22 clusters Score -1.803645e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 152899 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 106347 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17461 members 
Mstep: Class 8 contains 133221 members 
Mstep: Class 9 contains 180837 members 
Mstep: Class 10 contains 36344 members 
Mstep: Class 11 contains 155385 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145294 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28328 members 
Mstep: Class 19 contains 144088 members 
Mstep: Class 20 contains 141433 members 
Mstep: Class 22 contains 50433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364416.000000 Penalty: 73593.648438
Iteration 471Q: 22 clusters Score -1.803644e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 152760 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 106325 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17455 members 
Mstep: Class 8 contains 132903 members 
Mstep: Class 9 contains 180921 members 
Mstep: Class 10 contains 36340 members 
Mstep: Class 11 contains 155551 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145403 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28336 members 
Mstep: Class 19 contains 144193 members 
Mstep: Class 20 contains 141447 members 
Mstep: Class 22 contains 50427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364416.000000 Penalty: 73593.648438
Iteration 472Q: 22 clusters Score -1.803644e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 152565 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 106319 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17459 members 
Mstep: Class 8 contains 132613 members 
Mstep: Class 9 contains 180998 members 
Mstep: Class 10 contains 36326 members 
Mstep: Class 11 contains 155709 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145512 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 144301 members 
Mstep: Class 20 contains 141442 members 
Mstep: Class 22 contains 50435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365008.000000 Penalty: 73593.648438
Iteration 473Q: 22 clusters Score -1.80365e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 152341 members 
Mstep: Class 3 contains 5108 members 
Mstep: Class 4 contains 106295 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 132397 members 
Mstep: Class 9 contains 181046 members 
Mstep: Class 10 contains 36330 members 
Mstep: Class 11 contains 155857 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145645 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28372 members 
Mstep: Class 19 contains 144409 members 
Mstep: Class 20 contains 141426 members 
Mstep: Class 22 contains 50444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364800.000000 Penalty: 73593.648438
Iteration 474Q: 22 clusters Score -1.803648e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 152108 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 106260 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 132180 members 
Mstep: Class 9 contains 181086 members 
Mstep: Class 10 contains 36330 members 
Mstep: Class 11 contains 155982 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145782 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28396 members 
Mstep: Class 19 contains 144537 members 
Mstep: Class 20 contains 141394 members 
Mstep: Class 22 contains 50476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364544.000000 Penalty: 73593.648438
Iteration 475Q: 22 clusters Score -1.803645e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 151882 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 106243 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17454 members 
Mstep: Class 8 contains 131990 members 
Mstep: Class 9 contains 181108 members 
Mstep: Class 10 contains 36325 members 
Mstep: Class 11 contains 156132 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 145920 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28421 members 
Mstep: Class 19 contains 144625 members 
Mstep: Class 20 contains 141362 members 
Mstep: Class 22 contains 50491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364496.000000 Penalty: 73593.648438
Iteration 476Q: 22 clusters Score -1.803645e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 151708 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 106206 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 131830 members 
Mstep: Class 9 contains 181131 members 
Mstep: Class 10 contains 36322 members 
Mstep: Class 11 contains 156294 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 146042 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28445 members 
Mstep: Class 19 contains 144689 members 
Mstep: Class 20 contains 141305 members 
Mstep: Class 22 contains 50500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364064.000000 Penalty: 73593.648438
Iteration 477Q: 22 clusters Score -1.803641e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 151535 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 106174 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17455 members 
Mstep: Class 8 contains 131697 members 
Mstep: Class 9 contains 181145 members 
Mstep: Class 10 contains 36325 members 
Mstep: Class 11 contains 156430 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 146147 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 144762 members 
Mstep: Class 20 contains 141256 members 
Mstep: Class 22 contains 50518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363744.000000 Penalty: 73593.648438
Iteration 478Q: 22 clusters Score -1.803637e+08 nChanged 1340
Entering ConstructFrom: 
Score: -180363744.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (64831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Entering Unmasked Estep 
Score: -8449374.000000 Penalty: 2747.725830
	Iteration 0F: 2 clusters Score -8449374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -8405835.000000 Penalty: 5495.451660
	Iteration 0F: 3 clusters Score -8405835 nChanged 30347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -8422654.000000 Penalty: 5495.451660
	Iteration 1F: 3 clusters Score -8422654 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -8423206.000000 Penalty: 5495.451660
	Iteration 2Q: 3 clusters Score -8423206 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -8423776.000000 Penalty: 5495.451660
	Iteration 3Q: 3 clusters Score -8423776 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -8424488.000000 Penalty: 5495.451660
	Iteration 4Q: 3 clusters Score -8424488 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8425504.000000 Penalty: 5495.451660
	Iteration 5Q: 3 clusters Score -8425504 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8427211.000000 Penalty: 5495.451660
	Iteration 6F: 3 clusters Score -8427211 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -8429631.000000 Penalty: 5495.451660
	Iteration 7F: 3 clusters Score -8429631 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -8433346.000000 Penalty: 5495.451660
	Iteration 8F: 3 clusters Score -8433346 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -8438100.000000 Penalty: 5495.451660
	Iteration 9F: 3 clusters Score -8438100 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -8442525.000000 Penalty: 5495.451660
	Iteration 10F: 3 clusters Score -8442525 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8445182.000000 Penalty: 5495.451660
	Iteration 11Q: 3 clusters Score -8445182 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8446324.000000 Penalty: 5495.451660
	Iteration 12Q: 3 clusters Score -8446324 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8446792.000000 Penalty: 5495.451660
	Iteration 13Q: 3 clusters Score -8446792 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8446960.000000 Penalty: 5495.451660
	Iteration 14Q: 3 clusters Score -8446960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8447014.000000 Penalty: 5495.451660
	Iteration 15Q: 3 clusters Score -8447014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8447057.000000 Penalty: 5495.451660
	Iteration 16Q: 3 clusters Score -8447057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8447097.000000 Penalty: 5495.451660
	Iteration 17Q: 3 clusters Score -8447097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8447103.000000 Penalty: 5495.451660
	Iteration 18Q: 3 clusters Score -8447103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8447109.000000 Penalty: 5495.451660
	Iteration 19Q: 3 clusters Score -8447109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8447118.000000 Penalty: 5495.451660
	Iteration 20F: 3 clusters Score -8447118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8447118.000000 Penalty: 5495.451660
	Iteration 21Q: 3 clusters Score -8447118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8447120.000000 Penalty: 5495.451660
	Iteration 22Q: 3 clusters Score -8447120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8447123.000000 Penalty: 5495.451660
	Iteration 23Q: 3 clusters Score -8447123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8447131.000000 Penalty: 5495.451660
	Iteration 24Q: 3 clusters Score -8447131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8447133.000000 Penalty: 5495.451660
	Iteration 25Q: 3 clusters Score -8447133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8447139.000000 Penalty: 5495.451660
	Iteration 26Q: 3 clusters Score -8447139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8447142.000000 Penalty: 5495.451660
	Iteration 27Q: 3 clusters Score -8447142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8447147.000000 Penalty: 5495.451660
	Iteration 28Q: 3 clusters Score -8447147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8447145.000000 Penalty: 5495.451660
	Iteration 29Q: 3 clusters Score -8447145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8447145.000000 Penalty: 5495.451660
	Iteration 30Q: 3 clusters Score -8447145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8447146.000000 Penalty: 5495.451660
	Iteration 31Q: 3 clusters Score -8447146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8447146.000000 Penalty: 5495.451660
	Iteration 32F: 3 clusters Score -8447146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (151348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Entering Unmasked Estep 
Score: -20522836.000000 Penalty: 2957.979492
	Iteration 0F: 2 clusters Score -2.052284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -20424002.000000 Penalty: 5915.958984
	Iteration 0F: 3 clusters Score -2.0424e+07 nChanged 72599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -20466086.000000 Penalty: 5915.958984
	Iteration 1F: 3 clusters Score -2.046609e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -20467076.000000 Penalty: 5915.958984
	Iteration 2Q: 3 clusters Score -2.046708e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -20468178.000000 Penalty: 5915.958984
	Iteration 3Q: 3 clusters Score -2.046818e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -20470366.000000 Penalty: 5915.958984
	Iteration 4Q: 3 clusters Score -2.047037e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -20474064.000000 Penalty: 5915.958984
	Iteration 5F: 3 clusters Score -2.047406e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -20480972.000000 Penalty: 5915.958984
	Iteration 6F: 3 clusters Score -2.048097e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -20492148.000000 Penalty: 5915.958984
	Iteration 7F: 3 clusters Score -2.049215e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134699 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -20505130.000000 Penalty: 5915.958984
	Iteration 8F: 3 clusters Score -2.050513e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144545 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -20514492.000000 Penalty: 5915.958984
	Iteration 9F: 3 clusters Score -2.051449e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -20518496.000000 Penalty: 5915.958984
	Iteration 10Q: 3 clusters Score -2.05185e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20519594.000000 Penalty: 5915.958984
	Iteration 11Q: 3 clusters Score -2.051959e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20519896.000000 Penalty: 5915.958984
	Iteration 12Q: 3 clusters Score -2.05199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20520058.000000 Penalty: 5915.958984
	Iteration 13Q: 3 clusters Score -2.052006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20520096.000000 Penalty: 5915.958984
	Iteration 14Q: 3 clusters Score -2.05201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20520128.000000 Penalty: 5915.958984
	Iteration 15Q: 3 clusters Score -2.052013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20520148.000000 Penalty: 5915.958984
	Iteration 16Q: 3 clusters Score -2.052015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20520178.000000 Penalty: 5915.958984
	Iteration 17Q: 3 clusters Score -2.052018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20520178.000000 Penalty: 5915.958984
	Iteration 18Q: 3 clusters Score -2.052018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20520188.000000 Penalty: 5915.958984
	Iteration 19Q: 3 clusters Score -2.052019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20520182.000000 Penalty: 5915.958984
	Iteration 20F: 3 clusters Score -2.052018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -650858.437500 Penalty: 2117.077881
	Iteration 0F: 2 clusters Score -650858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -646301.312500 Penalty: 4234.155762
	Iteration 0F: 3 clusters Score -646301.3 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -647366.750000 Penalty: 4234.155762
	Iteration 1F: 3 clusters Score -647366.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -647581.750000 Penalty: 4234.155762
	Iteration 2F: 3 clusters Score -647581.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -647778.687500 Penalty: 4234.155762
	Iteration 3F: 3 clusters Score -647778.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -648027.750000 Penalty: 4234.155762
	Iteration 4Q: 3 clusters Score -648027.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -648348.187500 Penalty: 4234.155762
	Iteration 5F: 3 clusters Score -648348.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -648619.562500 Penalty: 4234.155762
	Iteration 6F: 3 clusters Score -648619.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -648853.500000 Penalty: 4234.155762
	Iteration 7F: 3 clusters Score -648853.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -649019.062500 Penalty: 4234.155762
	Iteration 8Q: 3 clusters Score -649019.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -649174.062500 Penalty: 4234.155762
	Iteration 9Q: 3 clusters Score -649174.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -649308.375000 Penalty: 4234.155762
	Iteration 10Q: 3 clusters Score -649308.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -649391.812500 Penalty: 4234.155762
	Iteration 11Q: 3 clusters Score -649391.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -649441.250000 Penalty: 4234.155762
	Iteration 12Q: 3 clusters Score -649441.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -649472.625000 Penalty: 4234.155762
	Iteration 13Q: 3 clusters Score -649472.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -649496.687500 Penalty: 4234.155762
	Iteration 14Q: 3 clusters Score -649496.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -649514.812500 Penalty: 4234.155762
	Iteration 15Q: 3 clusters Score -649514.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -649532.500000 Penalty: 4234.155762
	Iteration 16Q: 3 clusters Score -649532.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -649545.812500 Penalty: 4234.155762
	Iteration 17Q: 3 clusters Score -649545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -649557.000000 Penalty: 4234.155762
	Iteration 18Q: 3 clusters Score -649557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -649561.437500 Penalty: 4234.155762
	Iteration 19Q: 3 clusters Score -649561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -649568.562500 Penalty: 4234.155762
	Iteration 20F: 3 clusters Score -649568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -649575.937500 Penalty: 4234.155762
	Iteration 21Q: 3 clusters Score -649575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -649578.375000 Penalty: 4234.155762
	Iteration 22Q: 3 clusters Score -649578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -649581.687500 Penalty: 4234.155762
	Iteration 23Q: 3 clusters Score -649581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -649583.812500 Penalty: 4234.155762
	Iteration 24Q: 3 clusters Score -649583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -649585.562500 Penalty: 4234.155762
	Iteration 25Q: 3 clusters Score -649585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -649587.187500 Penalty: 4234.155762
	Iteration 26Q: 3 clusters Score -649587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -649588.062500 Penalty: 4234.155762
	Iteration 27Q: 3 clusters Score -649588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -649589.250000 Penalty: 4234.155762
	Iteration 28Q: 3 clusters Score -649589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -649589.437500 Penalty: 4234.155762
	Iteration 29Q: 3 clusters Score -649589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -649589.437500 Penalty: 4234.155762
	Iteration 30Q: 3 clusters Score -649589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -649590.125000 Penalty: 4234.155762
	Iteration 31Q: 3 clusters Score -649590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -649590.125000 Penalty: 4234.155762
	Iteration 32F: 3 clusters Score -649590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Entering Unmasked Estep 
Score: -14338979.000000 Penalty: 2870.002197
	Iteration 0F: 2 clusters Score -1.433898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -14267659.000000 Penalty: 5740.004395
	Iteration 0F: 3 clusters Score -1.426766e+07 nChanged 50268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -14296231.000000 Penalty: 5740.004395
	Iteration 1F: 3 clusters Score -1.429623e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -14297047.000000 Penalty: 5740.004395
	Iteration 2Q: 3 clusters Score -1.429705e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -14298048.000000 Penalty: 5740.004395
	Iteration 3Q: 3 clusters Score -1.429805e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -14299310.000000 Penalty: 5740.004395
	Iteration 4Q: 3 clusters Score -1.429931e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -14301083.000000 Penalty: 5740.004395
	Iteration 5Q: 3 clusters Score -1.430108e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -14303956.000000 Penalty: 5740.004395
	Iteration 6Q: 3 clusters Score -1.430396e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -14307749.000000 Penalty: 5740.004395
	Iteration 7F: 3 clusters Score -1.430775e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -14312280.000000 Penalty: 5740.004395
	Iteration 8F: 3 clusters Score -1.431228e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -14317391.000000 Penalty: 5740.004395
	Iteration 9F: 3 clusters Score -1.431739e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -14321755.000000 Penalty: 5740.004395
	Iteration 10F: 3 clusters Score -1.432176e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -14325284.000000 Penalty: 5740.004395
	Iteration 11Q: 3 clusters Score -1.432528e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -14328011.000000 Penalty: 5740.004395
	Iteration 12Q: 3 clusters Score -1.432801e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -14330248.000000 Penalty: 5740.004395
	Iteration 13Q: 3 clusters Score -1.433025e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -14331923.000000 Penalty: 5740.004395
	Iteration 14Q: 3 clusters Score -1.433192e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -14333255.000000 Penalty: 5740.004395
	Iteration 15Q: 3 clusters Score -1.433326e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -14334316.000000 Penalty: 5740.004395
	Iteration 16Q: 3 clusters Score -1.433432e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 103395 members 
Entering Unmasked Estep 
Score: -14334962.000000 Penalty: 5740.004395
	Iteration 17Q: 3 clusters Score -1.433496e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -14335507.000000 Penalty: 5740.004395
	Iteration 18Q: 3 clusters Score -1.433551e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -14335787.000000 Penalty: 5740.004395
	Iteration 19Q: 3 clusters Score -1.433579e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -14335995.000000 Penalty: 5740.004395
	Iteration 20F: 3 clusters Score -1.4336e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -14336177.000000 Penalty: 5740.004395
	Iteration 21Q: 3 clusters Score -1.433618e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -14336275.000000 Penalty: 5740.004395
	Iteration 22Q: 3 clusters Score -1.433628e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -14336352.000000 Penalty: 5740.004395
	Iteration 23Q: 3 clusters Score -1.433635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -14336401.000000 Penalty: 5740.004395
	Iteration 24Q: 3 clusters Score -1.43364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -14336420.000000 Penalty: 5740.004395
	Iteration 25Q: 3 clusters Score -1.433642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -14336451.000000 Penalty: 5740.004395
	Iteration 26Q: 3 clusters Score -1.433645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -14336486.000000 Penalty: 5740.004395
	Iteration 27Q: 3 clusters Score -1.433649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -14336487.000000 Penalty: 5740.004395
	Iteration 28Q: 3 clusters Score -1.433649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -14336506.000000 Penalty: 5740.004395
	Iteration 29Q: 3 clusters Score -1.433651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -14336543.000000 Penalty: 5740.004395
	Iteration 30Q: 3 clusters Score -1.433654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -14336558.000000 Penalty: 5740.004395
	Iteration 31Q: 3 clusters Score -1.433656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -14336570.000000 Penalty: 5740.004395
	Iteration 32Q: 3 clusters Score -1.433657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -14336568.000000 Penalty: 5740.004395
	Iteration 33Q: 3 clusters Score -1.433657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -14336572.000000 Penalty: 5740.004395
	Iteration 34Q: 3 clusters Score -1.433657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -14336575.000000 Penalty: 5740.004395
	Iteration 35Q: 3 clusters Score -1.433658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -14336570.000000 Penalty: 5740.004395
	Iteration 36Q: 3 clusters Score -1.433657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -14336587.000000 Penalty: 5740.004395
	Iteration 37Q: 3 clusters Score -1.433659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -14336579.000000 Penalty: 5740.004395
	Iteration 38Q: 3 clusters Score -1.433658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -14336577.000000 Penalty: 5740.004395
	Iteration 39Q: 3 clusters Score -1.433658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -14336589.000000 Penalty: 5740.004395
	Iteration 40F: 3 clusters Score -1.433659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -14336585.000000 Penalty: 5740.004395
	Iteration 41Q: 3 clusters Score -1.433658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -14336585.000000 Penalty: 5740.004395
	Iteration 42F: 3 clusters Score -1.433658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -65618.94 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 289 members 
Entering Unmasked Estep 
Score: -64070.742188 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -64070.74 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64356.117188 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -64356.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64506.136719 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -64506.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64562.675781 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -64562.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64606.804688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -64606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64648.589844 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -64648.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64673.316406 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -64673.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64700.304688 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -64700.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64752.632812 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -64752.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64788.484375 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -64788.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64844.835938 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -64844.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64870.535156 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -64870.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64891.621094 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -64891.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64911.285156 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -64911.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64920.632812 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -64920.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64923.855469 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -64923.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64930.621094 Penalty: 3143.942627
	Iteration 16F: 3 clusters Score -64930.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64939.746094 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -64939.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64939.746094 Penalty: 3143.942627
	Iteration 18F: 3 clusters Score -64939.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -39613.097656 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -39613.1 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 178 members 
Entering Unmasked Estep 
Score: -38281.285156 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -38281.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38436.996094 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -38437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38483.070312 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -38483.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38537.179688 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -38537.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38573.765625 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -38573.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38586.281250 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -38586.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38604.746094 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -38604.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38610.078125 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -38610.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38610.078125 Penalty: 2905.534668
	Iteration 8F: 3 clusters Score -38610.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -2190257.750000 Penalty: 2422.268066
	Iteration 0F: 2 clusters Score -2190258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2177831.250000 Penalty: 4844.536133
	Iteration 0F: 3 clusters Score -2177831 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2181826.500000 Penalty: 4844.536133
	Iteration 1F: 3 clusters Score -2181826 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2182164.750000 Penalty: 4844.536133
	Iteration 2F: 3 clusters Score -2182165 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2182501.500000 Penalty: 4844.536133
	Iteration 3Q: 3 clusters Score -2182502 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2182865.250000 Penalty: 4844.536133
	Iteration 4Q: 3 clusters Score -2182865 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2183355.000000 Penalty: 4844.536133
	Iteration 5Q: 3 clusters Score -2183355 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2184025.000000 Penalty: 4844.536133
	Iteration 6F: 3 clusters Score -2184025 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2184831.250000 Penalty: 4844.536133
	Iteration 7F: 3 clusters Score -2184831 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2185580.500000 Penalty: 4844.536133
	Iteration 8F: 3 clusters Score -2185580 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2186248.000000 Penalty: 4844.536133
	Iteration 9F: 3 clusters Score -2186248 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2186762.000000 Penalty: 4844.536133
	Iteration 10F: 3 clusters Score -2186762 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2187107.000000 Penalty: 4844.536133
	Iteration 11Q: 3 clusters Score -2187107 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2187344.250000 Penalty: 4844.536133
	Iteration 12Q: 3 clusters Score -2187344 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2187524.250000 Penalty: 4844.536133
	Iteration 13Q: 3 clusters Score -2187524 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2187673.750000 Penalty: 4844.536133
	Iteration 14Q: 3 clusters Score -2187674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2187801.250000 Penalty: 4844.536133
	Iteration 15Q: 3 clusters Score -2187801 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2187924.000000 Penalty: 4844.536133
	Iteration 16Q: 3 clusters Score -2187924 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2188062.500000 Penalty: 4844.536133
	Iteration 17Q: 3 clusters Score -2188062 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2188225.750000 Penalty: 4844.536133
	Iteration 18Q: 3 clusters Score -2188226 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2188384.250000 Penalty: 4844.536133
	Iteration 19Q: 3 clusters Score -2188384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2188550.000000 Penalty: 4844.536133
	Iteration 20F: 3 clusters Score -2188550 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2188722.000000 Penalty: 4844.536133
	Iteration 21Q: 3 clusters Score -2188722 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2188867.250000 Penalty: 4844.536133
	Iteration 22Q: 3 clusters Score -2188867 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2189024.750000 Penalty: 4844.536133
	Iteration 23Q: 3 clusters Score -2189025 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2189194.500000 Penalty: 4844.536133
	Iteration 24Q: 3 clusters Score -2189194 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2189333.250000 Penalty: 4844.536133
	Iteration 25Q: 3 clusters Score -2189333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2189431.250000 Penalty: 4844.536133
	Iteration 26Q: 3 clusters Score -2189431 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2189521.750000 Penalty: 4844.536133
	Iteration 27Q: 3 clusters Score -2189522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2189607.000000 Penalty: 4844.536133
	Iteration 28Q: 3 clusters Score -2189607 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2189646.750000 Penalty: 4844.536133
	Iteration 29Q: 3 clusters Score -2189647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2189678.000000 Penalty: 4844.536133
	Iteration 30Q: 3 clusters Score -2189678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2189701.750000 Penalty: 4844.536133
	Iteration 31Q: 3 clusters Score -2189702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2189726.250000 Penalty: 4844.536133
	Iteration 32Q: 3 clusters Score -2189726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2189751.750000 Penalty: 4844.536133
	Iteration 33Q: 3 clusters Score -2189752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2189769.750000 Penalty: 4844.536133
	Iteration 34Q: 3 clusters Score -2189770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2189785.000000 Penalty: 4844.536133
	Iteration 35Q: 3 clusters Score -2189785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2189793.750000 Penalty: 4844.536133
	Iteration 36Q: 3 clusters Score -2189794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2189798.750000 Penalty: 4844.536133
	Iteration 37Q: 3 clusters Score -2189799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2189804.750000 Penalty: 4844.536133
	Iteration 38Q: 3 clusters Score -2189805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2189814.500000 Penalty: 4844.536133
	Iteration 39Q: 3 clusters Score -2189814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2189823.500000 Penalty: 4844.536133
	Iteration 40F: 3 clusters Score -2189824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2189830.250000 Penalty: 4844.536133
	Iteration 41Q: 3 clusters Score -2189830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2189829.500000 Penalty: 4844.536133
	Iteration 42Q: 3 clusters Score -2189830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2189828.500000 Penalty: 4844.536133
	Iteration 43Q: 3 clusters Score -2189828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2189827.250000 Penalty: 4844.536133
	Iteration 44Q: 3 clusters Score -2189827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2189826.250000 Penalty: 4844.536133
	Iteration 45Q: 3 clusters Score -2189826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2189826.000000 Penalty: 4844.536133
	Iteration 46Q: 3 clusters Score -2189826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2189830.500000 Penalty: 4844.536133
	Iteration 47Q: 3 clusters Score -2189830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2189834.250000 Penalty: 4844.536133
	Iteration 48Q: 3 clusters Score -2189834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2189831.000000 Penalty: 4844.536133
	Iteration 49Q: 3 clusters Score -2189831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2189832.750000 Penalty: 4844.536133
	Iteration 50Q: 3 clusters Score -2189833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2189838.000000 Penalty: 4844.536133
	Iteration 51Q: 3 clusters Score -2189838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2189838.750000 Penalty: 4844.536133
	Iteration 52Q: 3 clusters Score -2189839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2189839.000000 Penalty: 4844.536133
	Iteration 53Q: 3 clusters Score -2189839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2189837.500000 Penalty: 4844.536133
	Iteration 54Q: 3 clusters Score -2189838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2189836.000000 Penalty: 4844.536133
	Iteration 55Q: 3 clusters Score -2189836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2189839.500000 Penalty: 4844.536133
	Iteration 56Q: 3 clusters Score -2189840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2189842.000000 Penalty: 4844.536133
	Iteration 57Q: 3 clusters Score -2189842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2189841.000000 Penalty: 4844.536133
	Iteration 58Q: 3 clusters Score -2189841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2189842.250000 Penalty: 4844.536133
	Iteration 59Q: 3 clusters Score -2189842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2189843.500000 Penalty: 4844.536133
	Iteration 60F: 3 clusters Score -2189844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2189841.750000 Penalty: 4844.536133
	Iteration 61Q: 3 clusters Score -2189842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2189842.250000 Penalty: 4844.536133
	Iteration 62Q: 3 clusters Score -2189842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2189838.250000 Penalty: 4844.536133
	Iteration 63Q: 3 clusters Score -2189838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2189841.000000 Penalty: 4844.536133
	Iteration 64Q: 3 clusters Score -2189841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2189844.750000 Penalty: 4844.536133
	Iteration 65Q: 3 clusters Score -2189845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2189849.500000 Penalty: 4844.536133
	Iteration 66Q: 3 clusters Score -2189850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2189851.250000 Penalty: 4844.536133
	Iteration 67Q: 3 clusters Score -2189851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2189851.250000 Penalty: 4844.536133
	Iteration 68Q: 3 clusters Score -2189851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2189850.250000 Penalty: 4844.536133
	Iteration 69Q: 3 clusters Score -2189850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2189850.500000 Penalty: 4844.536133
	Iteration 70Q: 3 clusters Score -2189850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2189853.750000 Penalty: 4844.536133
	Iteration 71Q: 3 clusters Score -2189854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2189856.750000 Penalty: 4844.536133
	Iteration 72Q: 3 clusters Score -2189857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2189858.750000 Penalty: 4844.536133
	Iteration 73Q: 3 clusters Score -2189859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2189858.750000 Penalty: 4844.536133
	Iteration 74F: 3 clusters Score -2189859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (131582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Entering Unmasked Estep 
Score: -17603452.000000 Penalty: 2923.271729
	Iteration 0F: 2 clusters Score -1.760345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -17515240.000000 Penalty: 5846.543457
	Iteration 0F: 3 clusters Score -1.751524e+07 nChanged 62934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -17551358.000000 Penalty: 5846.543457
	Iteration 1F: 3 clusters Score -1.755136e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -17552116.000000 Penalty: 5846.543457
	Iteration 2Q: 3 clusters Score -1.755212e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -17552964.000000 Penalty: 5846.543457
	Iteration 3Q: 3 clusters Score -1.755296e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -17554114.000000 Penalty: 5846.543457
	Iteration 4Q: 3 clusters Score -1.755411e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -17556226.000000 Penalty: 5846.543457
	Iteration 5Q: 3 clusters Score -1.755623e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
Score: -17559790.000000 Penalty: 5846.543457
	Iteration 6Q: 3 clusters Score -1.755979e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -17564920.000000 Penalty: 5846.543457
	Iteration 7F: 3 clusters Score -1.756492e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -17572028.000000 Penalty: 5846.543457
	Iteration 8F: 3 clusters Score -1.757203e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -17580198.000000 Penalty: 5846.543457
	Iteration 9F: 3 clusters Score -1.75802e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -17587246.000000 Penalty: 5846.543457
	Iteration 10F: 3 clusters Score -1.758725e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -17591370.000000 Penalty: 5846.543457
	Iteration 11Q: 3 clusters Score -1.759137e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -17593436.000000 Penalty: 5846.543457
	Iteration 12Q: 3 clusters Score -1.759344e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -17594928.000000 Penalty: 5846.543457
	Iteration 13Q: 3 clusters Score -1.759493e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -17596128.000000 Penalty: 5846.543457
	Iteration 14Q: 3 clusters Score -1.759613e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -17597000.000000 Penalty: 5846.543457
	Iteration 15Q: 3 clusters Score -1.7597e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -17597634.000000 Penalty: 5846.543457
	Iteration 16Q: 3 clusters Score -1.759763e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 92492 members 
Entering Unmasked Estep 
Score: -17598092.000000 Penalty: 5846.543457
	Iteration 17Q: 3 clusters Score -1.759809e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -17598538.000000 Penalty: 5846.543457
	Iteration 18Q: 3 clusters Score -1.759854e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -17598924.000000 Penalty: 5846.543457
	Iteration 19Q: 3 clusters Score -1.759892e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -17599278.000000 Penalty: 5846.543457
	Iteration 20F: 3 clusters Score -1.759928e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -17599628.000000 Penalty: 5846.543457
	Iteration 21Q: 3 clusters Score -1.759963e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -17599834.000000 Penalty: 5846.543457
	Iteration 22Q: 3 clusters Score -1.759983e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -17600096.000000 Penalty: 5846.543457
	Iteration 23Q: 3 clusters Score -1.76001e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -17600254.000000 Penalty: 5846.543457
	Iteration 24Q: 3 clusters Score -1.760025e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -17600432.000000 Penalty: 5846.543457
	Iteration 25Q: 3 clusters Score -1.760043e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -17600602.000000 Penalty: 5846.543457
	Iteration 26Q: 3 clusters Score -1.76006e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -17600800.000000 Penalty: 5846.543457
	Iteration 27Q: 3 clusters Score -1.76008e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -17600996.000000 Penalty: 5846.543457
	Iteration 28Q: 3 clusters Score -1.7601e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -17601222.000000 Penalty: 5846.543457
	Iteration 29Q: 3 clusters Score -1.760122e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -17601380.000000 Penalty: 5846.543457
	Iteration 30Q: 3 clusters Score -1.760138e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -17601502.000000 Penalty: 5846.543457
	Iteration 31Q: 3 clusters Score -1.76015e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -17601576.000000 Penalty: 5846.543457
	Iteration 32Q: 3 clusters Score -1.760158e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -17601678.000000 Penalty: 5846.543457
	Iteration 33Q: 3 clusters Score -1.760168e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -17601804.000000 Penalty: 5846.543457
	Iteration 34Q: 3 clusters Score -1.76018e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -17601916.000000 Penalty: 5846.543457
	Iteration 35Q: 3 clusters Score -1.760192e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -17602016.000000 Penalty: 5846.543457
	Iteration 36Q: 3 clusters Score -1.760202e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -17602070.000000 Penalty: 5846.543457
	Iteration 37Q: 3 clusters Score -1.760207e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -17602154.000000 Penalty: 5846.543457
	Iteration 38Q: 3 clusters Score -1.760215e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -17602224.000000 Penalty: 5846.543457
	Iteration 39Q: 3 clusters Score -1.760222e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -17602286.000000 Penalty: 5846.543457
	Iteration 40F: 3 clusters Score -1.760229e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -17602392.000000 Penalty: 5846.543457
	Iteration 41Q: 3 clusters Score -1.760239e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -17602452.000000 Penalty: 5846.543457
	Iteration 42Q: 3 clusters Score -1.760245e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -17602494.000000 Penalty: 5846.543457
	Iteration 43Q: 3 clusters Score -1.760249e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -17602500.000000 Penalty: 5846.543457
	Iteration 44Q: 3 clusters Score -1.76025e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -17602568.000000 Penalty: 5846.543457
	Iteration 45Q: 3 clusters Score -1.760257e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -17602594.000000 Penalty: 5846.543457
	Iteration 46Q: 3 clusters Score -1.760259e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -17602624.000000 Penalty: 5846.543457
	Iteration 47Q: 3 clusters Score -1.760262e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -17602636.000000 Penalty: 5846.543457
	Iteration 48Q: 3 clusters Score -1.760264e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -17602658.000000 Penalty: 5846.543457
	Iteration 49Q: 3 clusters Score -1.760266e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -17602668.000000 Penalty: 5846.543457
	Iteration 50Q: 3 clusters Score -1.760267e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -17602650.000000 Penalty: 5846.543457
	Iteration 51Q: 3 clusters Score -1.760265e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -17602664.000000 Penalty: 5846.543457
	Iteration 52Q: 3 clusters Score -1.760266e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -17602676.000000 Penalty: 5846.543457
	Iteration 53Q: 3 clusters Score -1.760268e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -17602654.000000 Penalty: 5846.543457
	Iteration 54Q: 3 clusters Score -1.760265e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -17602660.000000 Penalty: 5846.543457
	Iteration 55Q: 3 clusters Score -1.760266e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -17602666.000000 Penalty: 5846.543457
	Iteration 56Q: 3 clusters Score -1.760267e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -17602696.000000 Penalty: 5846.543457
	Iteration 57Q: 3 clusters Score -1.76027e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -17602684.000000 Penalty: 5846.543457
	Iteration 58Q: 3 clusters Score -1.760268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -17602684.000000 Penalty: 5846.543457
	Iteration 59Q: 3 clusters Score -1.760268e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -17602670.000000 Penalty: 5846.543457
	Iteration 60F: 3 clusters Score -1.760267e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -17602684.000000 Penalty: 5846.543457
	Iteration 61Q: 3 clusters Score -1.760268e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -17602706.000000 Penalty: 5846.543457
	Iteration 62Q: 3 clusters Score -1.760271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -17602764.000000 Penalty: 5846.543457
	Iteration 63Q: 3 clusters Score -1.760276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -17602762.000000 Penalty: 5846.543457
	Iteration 64Q: 3 clusters Score -1.760276e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -17602798.000000 Penalty: 5846.543457
	Iteration 65Q: 3 clusters Score -1.76028e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 118506 members 
Entering Unmasked Estep 
Score: -17602840.000000 Penalty: 5846.543457
	Iteration 66Q: 3 clusters Score -1.760284e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -17602828.000000 Penalty: 5846.543457
	Iteration 67Q: 3 clusters Score -1.760283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -17602850.000000 Penalty: 5846.543457
	Iteration 68Q: 3 clusters Score -1.760285e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -17602854.000000 Penalty: 5846.543457
	Iteration 69Q: 3 clusters Score -1.760285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -17602852.000000 Penalty: 5846.543457
	Iteration 70Q: 3 clusters Score -1.760285e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -17602846.000000 Penalty: 5846.543457
	Iteration 71Q: 3 clusters Score -1.760285e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -17602844.000000 Penalty: 5846.543457
	Iteration 72Q: 3 clusters Score -1.760284e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -17602862.000000 Penalty: 5846.543457
	Iteration 73Q: 3 clusters Score -1.760286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 119102 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 74Q: 3 clusters Score -1.760288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 75Q: 3 clusters Score -1.760288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 119199 members 
Entering Unmasked Estep 
Score: -17602886.000000 Penalty: 5846.543457
	Iteration 76Q: 3 clusters Score -1.760289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 119235 members 
Entering Unmasked Estep 
Score: -17602894.000000 Penalty: 5846.543457
	Iteration 77Q: 3 clusters Score -1.760289e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 119263 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 78Q: 3 clusters Score -1.760289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -17602886.000000 Penalty: 5846.543457
	Iteration 79Q: 3 clusters Score -1.760289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -17602902.000000 Penalty: 5846.543457
	Iteration 80F: 3 clusters Score -1.76029e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -17602896.000000 Penalty: 5846.543457
	Iteration 81Q: 3 clusters Score -1.76029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -17602908.000000 Penalty: 5846.543457
	Iteration 82Q: 3 clusters Score -1.760291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 119459 members 
Entering Unmasked Estep 
Score: -17602896.000000 Penalty: 5846.543457
	Iteration 83Q: 3 clusters Score -1.76029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -17602912.000000 Penalty: 5846.543457
	Iteration 84Q: 3 clusters Score -1.760291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -17602908.000000 Penalty: 5846.543457
	Iteration 85Q: 3 clusters Score -1.760291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -17602902.000000 Penalty: 5846.543457
	Iteration 86Q: 3 clusters Score -1.76029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -17602896.000000 Penalty: 5846.543457
	Iteration 87Q: 3 clusters Score -1.76029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -17602884.000000 Penalty: 5846.543457
	Iteration 88Q: 3 clusters Score -1.760288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -17602880.000000 Penalty: 5846.543457
	Iteration 89Q: 3 clusters Score -1.760288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 119653 members 
Entering Unmasked Estep 
Score: -17602890.000000 Penalty: 5846.543457
	Iteration 90Q: 3 clusters Score -1.760289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 119673 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 91Q: 3 clusters Score -1.760288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 119698 members 
Entering Unmasked Estep 
Score: -17602864.000000 Penalty: 5846.543457
	Iteration 92Q: 3 clusters Score -1.760286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 93Q: 3 clusters Score -1.760288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -17602872.000000 Penalty: 5846.543457
	Iteration 94Q: 3 clusters Score -1.760287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 119754 members 
Entering Unmasked Estep 
Score: -17602860.000000 Penalty: 5846.543457
	Iteration 95Q: 3 clusters Score -1.760286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -17602852.000000 Penalty: 5846.543457
	Iteration 96Q: 3 clusters Score -1.760285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -17602844.000000 Penalty: 5846.543457
	Iteration 97Q: 3 clusters Score -1.760284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -17602864.000000 Penalty: 5846.543457
	Iteration 98Q: 3 clusters Score -1.760286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -17602884.000000 Penalty: 5846.543457
	Iteration 99Q: 3 clusters Score -1.760288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -17602870.000000 Penalty: 5846.543457
	Iteration 100F: 3 clusters Score -1.760287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -17602868.000000 Penalty: 5846.543457
	Iteration 101Q: 3 clusters Score -1.760287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -17602868.000000 Penalty: 5846.543457
	Iteration 102Q: 3 clusters Score -1.760287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -17602870.000000 Penalty: 5846.543457
	Iteration 103Q: 3 clusters Score -1.760287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 119913 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 104Q: 3 clusters Score -1.760289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -17602896.000000 Penalty: 5846.543457
	Iteration 105Q: 3 clusters Score -1.76029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -17602898.000000 Penalty: 5846.543457
	Iteration 106Q: 3 clusters Score -1.76029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -17602908.000000 Penalty: 5846.543457
	Iteration 107Q: 3 clusters Score -1.760291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -17602904.000000 Penalty: 5846.543457
	Iteration 108Q: 3 clusters Score -1.76029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -17602882.000000 Penalty: 5846.543457
	Iteration 109Q: 3 clusters Score -1.760288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 110Q: 3 clusters Score -1.760288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -17602884.000000 Penalty: 5846.543457
	Iteration 111Q: 3 clusters Score -1.760288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 112Q: 3 clusters Score -1.760288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -17602890.000000 Penalty: 5846.543457
	Iteration 113Q: 3 clusters Score -1.760289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 120016 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 114Q: 3 clusters Score -1.760289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 120028 members 
Entering Unmasked Estep 
Score: -17602890.000000 Penalty: 5846.543457
	Iteration 115Q: 3 clusters Score -1.760289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 116Q: 3 clusters Score -1.760289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 120049 members 
Entering Unmasked Estep 
Score: -17602880.000000 Penalty: 5846.543457
	Iteration 117Q: 3 clusters Score -1.760288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 118Q: 3 clusters Score -1.760288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 119Q: 3 clusters Score -1.760289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 120070 members 
Entering Unmasked Estep 
Score: -17602888.000000 Penalty: 5846.543457
	Iteration 120F: 3 clusters Score -1.760289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 121Q: 3 clusters Score -1.760288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -17602870.000000 Penalty: 5846.543457
	Iteration 122Q: 3 clusters Score -1.760287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -17602892.000000 Penalty: 5846.543457
	Iteration 123Q: 3 clusters Score -1.760289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -17602872.000000 Penalty: 5846.543457
	Iteration 124Q: 3 clusters Score -1.760287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -17602874.000000 Penalty: 5846.543457
	Iteration 125Q: 3 clusters Score -1.760287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 126Q: 3 clusters Score -1.760288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 120131 members 
Entering Unmasked Estep 
Score: -17602892.000000 Penalty: 5846.543457
	Iteration 127Q: 3 clusters Score -1.760289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -17602892.000000 Penalty: 5846.543457
	Iteration 128Q: 3 clusters Score -1.760289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 129Q: 3 clusters Score -1.760288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -17602870.000000 Penalty: 5846.543457
	Iteration 130Q: 3 clusters Score -1.760287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -17602880.000000 Penalty: 5846.543457
	Iteration 131Q: 3 clusters Score -1.760288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -17602876.000000 Penalty: 5846.543457
	Iteration 132Q: 3 clusters Score -1.760288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -17602878.000000 Penalty: 5846.543457
	Iteration 133Q: 3 clusters Score -1.760288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -17602886.000000 Penalty: 5846.543457
	Iteration 134Q: 3 clusters Score -1.760289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -17602882.000000 Penalty: 5846.543457
	Iteration 135Q: 3 clusters Score -1.760288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -17602880.000000 Penalty: 5846.543457
	Iteration 136Q: 3 clusters Score -1.760288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -17602880.000000 Penalty: 5846.543457
	Iteration 137F: 3 clusters Score -1.760288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181167 members 
Entering Unmasked Estep 
Score: -24465912.000000 Penalty: 3002.579346
	Iteration 0F: 2 clusters Score -2.446591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -24357406.000000 Penalty: 6005.158691
	Iteration 0F: 3 clusters Score -2.435741e+07 nChanged 86996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -24408410.000000 Penalty: 6005.158691
	Iteration 1F: 3 clusters Score -2.440841e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -24409524.000000 Penalty: 6005.158691
	Iteration 2Q: 3 clusters Score -2.440952e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -24411180.000000 Penalty: 6005.158691
	Iteration 3Q: 3 clusters Score -2.441118e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -24413342.000000 Penalty: 6005.158691
	Iteration 4Q: 3 clusters Score -2.441334e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 109415 members 
Entering Unmasked Estep 
Score: -24417026.000000 Penalty: 6005.158691
	Iteration 5Q: 3 clusters Score -2.441703e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -24423622.000000 Penalty: 6005.158691
	Iteration 6F: 3 clusters Score -2.442362e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 131977 members 
Entering Unmasked Estep 
Score: -24433592.000000 Penalty: 6005.158691
	Iteration 7F: 3 clusters Score -2.443359e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 145805 members 
Entering Unmasked Estep 
Score: -24445252.000000 Penalty: 6005.158691
	Iteration 8F: 3 clusters Score -2.444525e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -24453890.000000 Penalty: 6005.158691
	Iteration 9F: 3 clusters Score -2.445389e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -24458792.000000 Penalty: 6005.158691
	Iteration 10Q: 3 clusters Score -2.445879e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -24461076.000000 Penalty: 6005.158691
	Iteration 11Q: 3 clusters Score -2.446108e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -24462328.000000 Penalty: 6005.158691
	Iteration 12Q: 3 clusters Score -2.446233e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -24462846.000000 Penalty: 6005.158691
	Iteration 13Q: 3 clusters Score -2.446285e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -24463084.000000 Penalty: 6005.158691
	Iteration 14Q: 3 clusters Score -2.446308e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -24463194.000000 Penalty: 6005.158691
	Iteration 15Q: 3 clusters Score -2.446319e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 177318 members 
Entering Unmasked Estep 
Score: -24463328.000000 Penalty: 6005.158691
	Iteration 16Q: 3 clusters Score -2.446333e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 178016 members 
Entering Unmasked Estep 
Score: -24463476.000000 Penalty: 6005.158691
	Iteration 17Q: 3 clusters Score -2.446348e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -24463452.000000 Penalty: 6005.158691
	Iteration 18Q: 3 clusters Score -2.446345e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 178984 members 
Entering Unmasked Estep 
Score: -24463458.000000 Penalty: 6005.158691
	Iteration 19Q: 3 clusters Score -2.446346e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -24463504.000000 Penalty: 6005.158691
	Iteration 20F: 3 clusters Score -2.44635e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 179492 members 
Entering Unmasked Estep 
Score: -24463530.000000 Penalty: 6005.158691
	Iteration 21Q: 3 clusters Score -2.446353e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 179659 members 
Entering Unmasked Estep 
Score: -24463600.000000 Penalty: 6005.158691
	Iteration 22Q: 3 clusters Score -2.44636e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -24463652.000000 Penalty: 6005.158691
	Iteration 23Q: 3 clusters Score -2.446365e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 179905 members 
Entering Unmasked Estep 
Score: -24463700.000000 Penalty: 6005.158691
	Iteration 24Q: 3 clusters Score -2.44637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -24463672.000000 Penalty: 6005.158691
	Iteration 25Q: 3 clusters Score -2.446367e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -24463696.000000 Penalty: 6005.158691
	Iteration 26Q: 3 clusters Score -2.44637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 180081 members 
Entering Unmasked Estep 
Score: -24463702.000000 Penalty: 6005.158691
	Iteration 27Q: 3 clusters Score -2.44637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 180118 members 
Entering Unmasked Estep 
Score: -24463710.000000 Penalty: 6005.158691
	Iteration 28Q: 3 clusters Score -2.446371e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 180150 members 
Entering Unmasked Estep 
Score: -24463692.000000 Penalty: 6005.158691
	Iteration 29Q: 3 clusters Score -2.446369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 180166 members 
Entering Unmasked Estep 
Score: -24463696.000000 Penalty: 6005.158691
	Iteration 30Q: 3 clusters Score -2.44637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 180178 members 
Entering Unmasked Estep 
Score: -24463684.000000 Penalty: 6005.158691
	Iteration 31Q: 3 clusters Score -2.446368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 180188 members 
Entering Unmasked Estep 
Score: -24463700.000000 Penalty: 6005.158691
	Iteration 32Q: 3 clusters Score -2.44637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 180197 members 
Entering Unmasked Estep 
Score: -24463706.000000 Penalty: 6005.158691
	Iteration 33Q: 3 clusters Score -2.446371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -24463710.000000 Penalty: 6005.158691
	Iteration 34Q: 3 clusters Score -2.446371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 180222 members 
Entering Unmasked Estep 
Score: -24463708.000000 Penalty: 6005.158691
	Iteration 35Q: 3 clusters Score -2.446371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 180231 members 
Entering Unmasked Estep 
Score: -24463708.000000 Penalty: 6005.158691
	Iteration 36Q: 3 clusters Score -2.446371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -24463702.000000 Penalty: 6005.158691
	Iteration 37Q: 3 clusters Score -2.44637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 180252 members 
Entering Unmasked Estep 
Score: -24463678.000000 Penalty: 6005.158691
	Iteration 38Q: 3 clusters Score -2.446368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 180260 members 
Entering Unmasked Estep 
Score: -24463678.000000 Penalty: 6005.158691
	Iteration 39Q: 3 clusters Score -2.446368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 180267 members 
Entering Unmasked Estep 
Score: -24463684.000000 Penalty: 6005.158691
	Iteration 40F: 3 clusters Score -2.446368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -24463706.000000 Penalty: 6005.158691
	Iteration 41Q: 3 clusters Score -2.446371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -24463722.000000 Penalty: 6005.158691
	Iteration 42Q: 3 clusters Score -2.446372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -24463718.000000 Penalty: 6005.158691
	Iteration 43Q: 3 clusters Score -2.446372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -24463724.000000 Penalty: 6005.158691
	Iteration 44Q: 3 clusters Score -2.446372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 180302 members 
Entering Unmasked Estep 
Score: -24463712.000000 Penalty: 6005.158691
	Iteration 45Q: 3 clusters Score -2.446371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 180304 members 
Entering Unmasked Estep 
Score: -24463722.000000 Penalty: 6005.158691
	Iteration 46Q: 3 clusters Score -2.446372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -24463724.000000 Penalty: 6005.158691
	Iteration 47Q: 3 clusters Score -2.446372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -24463724.000000 Penalty: 6005.158691
	Iteration 48F: 3 clusters Score -2.446372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Entering Unmasked Estep 
Score: -4929196.000000 Penalty: 2603.935303
	Iteration 0F: 2 clusters Score -4929196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4904528.500000 Penalty: 5207.870605
	Iteration 0F: 3 clusters Score -4904528 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4913517.000000 Penalty: 5207.870605
	Iteration 1F: 3 clusters Score -4913517 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4914131.500000 Penalty: 5207.870605
	Iteration 2Q: 3 clusters Score -4914132 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4914738.500000 Penalty: 5207.870605
	Iteration 3Q: 3 clusters Score -4914738 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4915526.000000 Penalty: 5207.870605
	Iteration 4Q: 3 clusters Score -4915526 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4916683.500000 Penalty: 5207.870605
	Iteration 5F: 3 clusters Score -4916684 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4918196.000000 Penalty: 5207.870605
	Iteration 6F: 3 clusters Score -4918196 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4920093.500000 Penalty: 5207.870605
	Iteration 7F: 3 clusters Score -4920094 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4922161.500000 Penalty: 5207.870605
	Iteration 8F: 3 clusters Score -4922162 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -4924143.000000 Penalty: 5207.870605
	Iteration 9F: 3 clusters Score -4924143 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4925587.000000 Penalty: 5207.870605
	Iteration 10Q: 3 clusters Score -4925587 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4926415.500000 Penalty: 5207.870605
	Iteration 11Q: 3 clusters Score -4926416 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4926833.500000 Penalty: 5207.870605
	Iteration 12Q: 3 clusters Score -4926834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4927077.500000 Penalty: 5207.870605
	Iteration 13Q: 3 clusters Score -4927078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4927226.500000 Penalty: 5207.870605
	Iteration 14Q: 3 clusters Score -4927226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4927320.000000 Penalty: 5207.870605
	Iteration 15Q: 3 clusters Score -4927320 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4927398.500000 Penalty: 5207.870605
	Iteration 16Q: 3 clusters Score -4927398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4927416.500000 Penalty: 5207.870605
	Iteration 17Q: 3 clusters Score -4927416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4927473.000000 Penalty: 5207.870605
	Iteration 18Q: 3 clusters Score -4927473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4927493.500000 Penalty: 5207.870605
	Iteration 19Q: 3 clusters Score -4927494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4927499.000000 Penalty: 5207.870605
	Iteration 20F: 3 clusters Score -4927499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4927525.500000 Penalty: 5207.870605
	Iteration 21Q: 3 clusters Score -4927526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4927545.500000 Penalty: 5207.870605
	Iteration 22Q: 3 clusters Score -4927546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4927552.500000 Penalty: 5207.870605
	Iteration 23Q: 3 clusters Score -4927552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -4927575.500000 Penalty: 5207.870605
	Iteration 24Q: 3 clusters Score -4927576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4927589.500000 Penalty: 5207.870605
	Iteration 25Q: 3 clusters Score -4927590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4927602.000000 Penalty: 5207.870605
	Iteration 26Q: 3 clusters Score -4927602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4927619.000000 Penalty: 5207.870605
	Iteration 27Q: 3 clusters Score -4927619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4927622.500000 Penalty: 5207.870605
	Iteration 28Q: 3 clusters Score -4927622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4927625.000000 Penalty: 5207.870605
	Iteration 29Q: 3 clusters Score -4927625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4927634.500000 Penalty: 5207.870605
	Iteration 30Q: 3 clusters Score -4927634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4927632.500000 Penalty: 5207.870605
	Iteration 31Q: 3 clusters Score -4927632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4927635.000000 Penalty: 5207.870605
	Iteration 32Q: 3 clusters Score -4927635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4927641.000000 Penalty: 5207.870605
	Iteration 33Q: 3 clusters Score -4927641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4927645.000000 Penalty: 5207.870605
	Iteration 34Q: 3 clusters Score -4927645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4927651.000000 Penalty: 5207.870605
	Iteration 35Q: 3 clusters Score -4927651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4927658.500000 Penalty: 5207.870605
	Iteration 36Q: 3 clusters Score -4927658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4927658.500000 Penalty: 5207.870605
	Iteration 37Q: 3 clusters Score -4927658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4927658.000000 Penalty: 5207.870605
	Iteration 38Q: 3 clusters Score -4927658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4927659.000000 Penalty: 5207.870605
	Iteration 39Q: 3 clusters Score -4927659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4927655.000000 Penalty: 5207.870605
	Iteration 40F: 3 clusters Score -4927655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4927654.500000 Penalty: 5207.870605
	Iteration 41Q: 3 clusters Score -4927654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4927656.500000 Penalty: 5207.870605
	Iteration 42Q: 3 clusters Score -4927656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4927656.500000 Penalty: 5207.870605
	Iteration 43F: 3 clusters Score -4927656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Entering Unmasked Estep 
Score: -21140298.000000 Penalty: 2966.355713
	Iteration 0F: 2 clusters Score -2.11403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -21037362.000000 Penalty: 5932.711426
	Iteration 0F: 3 clusters Score -2.103736e+07 nChanged 74999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -21081172.000000 Penalty: 5932.711426
	Iteration 1F: 3 clusters Score -2.108117e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -21082374.000000 Penalty: 5932.711426
	Iteration 2Q: 3 clusters Score -2.108237e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -21083512.000000 Penalty: 5932.711426
	Iteration 3Q: 3 clusters Score -2.108351e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -21085216.000000 Penalty: 5932.711426
	Iteration 4Q: 3 clusters Score -2.108522e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -21087510.000000 Penalty: 5932.711426
	Iteration 5Q: 3 clusters Score -2.108751e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -21090790.000000 Penalty: 5932.711426
	Iteration 6Q: 3 clusters Score -2.109079e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -21095784.000000 Penalty: 5932.711426
	Iteration 7F: 3 clusters Score -2.109578e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -21102864.000000 Penalty: 5932.711426
	Iteration 8F: 3 clusters Score -2.110286e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -21110322.000000 Penalty: 5932.711426
	Iteration 9F: 3 clusters Score -2.111032e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -21114762.000000 Penalty: 5932.711426
	Iteration 10F: 3 clusters Score -2.111476e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -21116250.000000 Penalty: 5932.711426
	Iteration 11Q: 3 clusters Score -2.111625e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -21116970.000000 Penalty: 5932.711426
	Iteration 12Q: 3 clusters Score -2.111697e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -21117446.000000 Penalty: 5932.711426
	Iteration 13Q: 3 clusters Score -2.111745e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -21117850.000000 Penalty: 5932.711426
	Iteration 14Q: 3 clusters Score -2.111785e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -21118450.000000 Penalty: 5932.711426
	Iteration 15Q: 3 clusters Score -2.111845e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -21118970.000000 Penalty: 5932.711426
	Iteration 16Q: 3 clusters Score -2.111897e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -21119552.000000 Penalty: 5932.711426
	Iteration 17Q: 3 clusters Score -2.111955e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -21120244.000000 Penalty: 5932.711426
	Iteration 18Q: 3 clusters Score -2.112024e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -21121048.000000 Penalty: 5932.711426
	Iteration 19Q: 3 clusters Score -2.112105e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -21122076.000000 Penalty: 5932.711426
	Iteration 20F: 3 clusters Score -2.112208e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -21123152.000000 Penalty: 5932.711426
	Iteration 21Q: 3 clusters Score -2.112315e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -21124264.000000 Penalty: 5932.711426
	Iteration 22Q: 3 clusters Score -2.112426e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -21125698.000000 Penalty: 5932.711426
	Iteration 23Q: 3 clusters Score -2.11257e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -21127070.000000 Penalty: 5932.711426
	Iteration 24Q: 3 clusters Score -2.112707e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -21128486.000000 Penalty: 5932.711426
	Iteration 25Q: 3 clusters Score -2.112849e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -21129762.000000 Penalty: 5932.711426
	Iteration 26Q: 3 clusters Score -2.112976e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -21130478.000000 Penalty: 5932.711426
	Iteration 27Q: 3 clusters Score -2.113048e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -21131004.000000 Penalty: 5932.711426
	Iteration 28Q: 3 clusters Score -2.1131e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -21131284.000000 Penalty: 5932.711426
	Iteration 29Q: 3 clusters Score -2.113128e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -21131468.000000 Penalty: 5932.711426
	Iteration 30Q: 3 clusters Score -2.113147e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -21131550.000000 Penalty: 5932.711426
	Iteration 31Q: 3 clusters Score -2.113155e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -21131646.000000 Penalty: 5932.711426
	Iteration 32Q: 3 clusters Score -2.113165e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -21131666.000000 Penalty: 5932.711426
	Iteration 33Q: 3 clusters Score -2.113167e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -21131676.000000 Penalty: 5932.711426
	Iteration 34Q: 3 clusters Score -2.113168e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -21131634.000000 Penalty: 5932.711426
	Iteration 35Q: 3 clusters Score -2.113163e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -21131624.000000 Penalty: 5932.711426
	Iteration 36Q: 3 clusters Score -2.113162e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -21131656.000000 Penalty: 5932.711426
	Iteration 37Q: 3 clusters Score -2.113166e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -21131666.000000 Penalty: 5932.711426
	Iteration 38Q: 3 clusters Score -2.113167e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -21131662.000000 Penalty: 5932.711426
	Iteration 39Q: 3 clusters Score -2.113166e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -21131676.000000 Penalty: 5932.711426
	Iteration 40F: 3 clusters Score -2.113168e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -21131620.000000 Penalty: 5932.711426
	Iteration 41Q: 3 clusters Score -2.113162e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -21131642.000000 Penalty: 5932.711426
	Iteration 42Q: 3 clusters Score -2.113164e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -21131604.000000 Penalty: 5932.711426
	Iteration 43Q: 3 clusters Score -2.11316e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -21131598.000000 Penalty: 5932.711426
	Iteration 44Q: 3 clusters Score -2.11316e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -21131594.000000 Penalty: 5932.711426
	Iteration 45Q: 3 clusters Score -2.113159e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -21131626.000000 Penalty: 5932.711426
	Iteration 46Q: 3 clusters Score -2.113163e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -21131618.000000 Penalty: 5932.711426
	Iteration 47Q: 3 clusters Score -2.113162e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -21131636.000000 Penalty: 5932.711426
	Iteration 48Q: 3 clusters Score -2.113164e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -21131656.000000 Penalty: 5932.711426
	Iteration 49Q: 3 clusters Score -2.113166e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -21131678.000000 Penalty: 5932.711426
	Iteration 50Q: 3 clusters Score -2.113168e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 5932.711426
	Iteration 51Q: 3 clusters Score -2.113173e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -21131736.000000 Penalty: 5932.711426
	Iteration 52Q: 3 clusters Score -2.113174e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -21131734.000000 Penalty: 5932.711426
	Iteration 53Q: 3 clusters Score -2.113173e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -21131732.000000 Penalty: 5932.711426
	Iteration 54Q: 3 clusters Score -2.113173e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -21131754.000000 Penalty: 5932.711426
	Iteration 55Q: 3 clusters Score -2.113175e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -21131736.000000 Penalty: 5932.711426
	Iteration 56Q: 3 clusters Score -2.113174e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 5932.711426
	Iteration 57Q: 3 clusters Score -2.113173e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -21131688.000000 Penalty: 5932.711426
	Iteration 58Q: 3 clusters Score -2.113169e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -21131718.000000 Penalty: 5932.711426
	Iteration 59Q: 3 clusters Score -2.113172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -21131716.000000 Penalty: 5932.711426
	Iteration 60F: 3 clusters Score -2.113172e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -21131730.000000 Penalty: 5932.711426
	Iteration 61Q: 3 clusters Score -2.113173e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -21131724.000000 Penalty: 5932.711426
	Iteration 62Q: 3 clusters Score -2.113172e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -21131756.000000 Penalty: 5932.711426
	Iteration 63Q: 3 clusters Score -2.113176e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -21131724.000000 Penalty: 5932.711426
	Iteration 64Q: 3 clusters Score -2.113172e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -21131746.000000 Penalty: 5932.711426
	Iteration 65Q: 3 clusters Score -2.113175e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -21131754.000000 Penalty: 5932.711426
	Iteration 66Q: 3 clusters Score -2.113175e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -21131766.000000 Penalty: 5932.711426
	Iteration 67Q: 3 clusters Score -2.113177e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -21131764.000000 Penalty: 5932.711426
	Iteration 68Q: 3 clusters Score -2.113176e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -21131724.000000 Penalty: 5932.711426
	Iteration 69Q: 3 clusters Score -2.113172e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -21131690.000000 Penalty: 5932.711426
	Iteration 70Q: 3 clusters Score -2.113169e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -21131692.000000 Penalty: 5932.711426
	Iteration 71Q: 3 clusters Score -2.113169e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -21131680.000000 Penalty: 5932.711426
	Iteration 72Q: 3 clusters Score -2.113168e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -21131716.000000 Penalty: 5932.711426
	Iteration 73Q: 3 clusters Score -2.113172e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -21131754.000000 Penalty: 5932.711426
	Iteration 74Q: 3 clusters Score -2.113175e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -21131698.000000 Penalty: 5932.711426
	Iteration 75Q: 3 clusters Score -2.11317e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -21131706.000000 Penalty: 5932.711426
	Iteration 76Q: 3 clusters Score -2.113171e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 5932.711426
	Iteration 77Q: 3 clusters Score -2.113173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -21131706.000000 Penalty: 5932.711426
	Iteration 78Q: 3 clusters Score -2.113171e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -21131706.000000 Penalty: 5932.711426
	Iteration 79Q: 3 clusters Score -2.113171e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -21131666.000000 Penalty: 5932.711426
	Iteration 80F: 3 clusters Score -2.113167e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -21131738.000000 Penalty: 5932.711426
	Iteration 81Q: 3 clusters Score -2.113174e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -21131738.000000 Penalty: 5932.711426
	Iteration 82Q: 3 clusters Score -2.113174e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -21131760.000000 Penalty: 5932.711426
	Iteration 83Q: 3 clusters Score -2.113176e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 5932.711426
	Iteration 84Q: 3 clusters Score -2.113173e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -21131752.000000 Penalty: 5932.711426
	Iteration 85Q: 3 clusters Score -2.113175e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -21131764.000000 Penalty: 5932.711426
	Iteration 86Q: 3 clusters Score -2.113176e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -21131736.000000 Penalty: 5932.711426
	Iteration 87Q: 3 clusters Score -2.113174e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 5932.711426
	Iteration 88Q: 3 clusters Score -2.113173e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 108284 members 
Entering Unmasked Estep 
Score: -21131746.000000 Penalty: 5932.711426
	Iteration 89Q: 3 clusters Score -2.113175e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.113175e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -21131724.000000 Penalty: 5932.711426
	Iteration 91Q: 3 clusters Score -2.113172e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -21131756.000000 Penalty: 5932.711426
	Iteration 92Q: 3 clusters Score -2.113176e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -21131790.000000 Penalty: 5932.711426
	Iteration 93Q: 3 clusters Score -2.113179e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -21131754.000000 Penalty: 5932.711426
	Iteration 94Q: 3 clusters Score -2.113175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -21131770.000000 Penalty: 5932.711426
	Iteration 95Q: 3 clusters Score -2.113177e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -21131800.000000 Penalty: 5932.711426
	Iteration 96Q: 3 clusters Score -2.11318e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -21131796.000000 Penalty: 5932.711426
	Iteration 97Q: 3 clusters Score -2.11318e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -21131796.000000 Penalty: 5932.711426
	Iteration 98Q: 3 clusters Score -2.11318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -21131792.000000 Penalty: 5932.711426
	Iteration 99Q: 3 clusters Score -2.113179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 109499 members 
Entering Unmasked Estep 
Score: -21131790.000000 Penalty: 5932.711426
	Iteration 100F: 3 clusters Score -2.113179e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -21131788.000000 Penalty: 5932.711426
	Iteration 101Q: 3 clusters Score -2.113179e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -21131796.000000 Penalty: 5932.711426
	Iteration 102Q: 3 clusters Score -2.11318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -21131802.000000 Penalty: 5932.711426
	Iteration 103Q: 3 clusters Score -2.11318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -21131814.000000 Penalty: 5932.711426
	Iteration 104Q: 3 clusters Score -2.113181e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -21131832.000000 Penalty: 5932.711426
	Iteration 105Q: 3 clusters Score -2.113183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -21131838.000000 Penalty: 5932.711426
	Iteration 106Q: 3 clusters Score -2.113184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 109930 members 
Entering Unmasked Estep 
Score: -21131842.000000 Penalty: 5932.711426
	Iteration 107Q: 3 clusters Score -2.113184e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -21131832.000000 Penalty: 5932.711426
	Iteration 108Q: 3 clusters Score -2.113183e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 110058 members 
Entering Unmasked Estep 
Score: -21131818.000000 Penalty: 5932.711426
	Iteration 109Q: 3 clusters Score -2.113182e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -21131860.000000 Penalty: 5932.711426
	Iteration 110Q: 3 clusters Score -2.113186e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -21131856.000000 Penalty: 5932.711426
	Iteration 111Q: 3 clusters Score -2.113186e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -21131878.000000 Penalty: 5932.711426
	Iteration 112Q: 3 clusters Score -2.113188e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -21131902.000000 Penalty: 5932.711426
	Iteration 113Q: 3 clusters Score -2.11319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -21131900.000000 Penalty: 5932.711426
	Iteration 114Q: 3 clusters Score -2.11319e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 110490 members 
Entering Unmasked Estep 
Score: -21131926.000000 Penalty: 5932.711426
	Iteration 115Q: 3 clusters Score -2.113193e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -21131970.000000 Penalty: 5932.711426
	Iteration 116Q: 3 clusters Score -2.113197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -21131958.000000 Penalty: 5932.711426
	Iteration 117Q: 3 clusters Score -2.113196e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -21131940.000000 Penalty: 5932.711426
	Iteration 118Q: 3 clusters Score -2.113194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 110705 members 
Entering Unmasked Estep 
Score: -21131918.000000 Penalty: 5932.711426
	Iteration 119Q: 3 clusters Score -2.113192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -21131920.000000 Penalty: 5932.711426
	Iteration 120F: 3 clusters Score -2.113192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -21131914.000000 Penalty: 5932.711426
	Iteration 121Q: 3 clusters Score -2.113191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -21131898.000000 Penalty: 5932.711426
	Iteration 122Q: 3 clusters Score -2.11319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -21131898.000000 Penalty: 5932.711426
	Iteration 123Q: 3 clusters Score -2.11319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -21131886.000000 Penalty: 5932.711426
	Iteration 124Q: 3 clusters Score -2.113189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -21131908.000000 Penalty: 5932.711426
	Iteration 125Q: 3 clusters Score -2.113191e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -21131888.000000 Penalty: 5932.711426
	Iteration 126Q: 3 clusters Score -2.113189e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -21131918.000000 Penalty: 5932.711426
	Iteration 127Q: 3 clusters Score -2.113192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -21131930.000000 Penalty: 5932.711426
	Iteration 128Q: 3 clusters Score -2.113193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -21131942.000000 Penalty: 5932.711426
	Iteration 129Q: 3 clusters Score -2.113194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -21131938.000000 Penalty: 5932.711426
	Iteration 130Q: 3 clusters Score -2.113194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -21131936.000000 Penalty: 5932.711426
	Iteration 131Q: 3 clusters Score -2.113194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -21131910.000000 Penalty: 5932.711426
	Iteration 132Q: 3 clusters Score -2.113191e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 111333 members 
Entering Unmasked Estep 
Score: -21131928.000000 Penalty: 5932.711426
	Iteration 133Q: 3 clusters Score -2.113193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -21131930.000000 Penalty: 5932.711426
	Iteration 134Q: 3 clusters Score -2.113193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -21131920.000000 Penalty: 5932.711426
	Iteration 135Q: 3 clusters Score -2.113192e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -21131928.000000 Penalty: 5932.711426
	Iteration 136Q: 3 clusters Score -2.113193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -21131938.000000 Penalty: 5932.711426
	Iteration 137Q: 3 clusters Score -2.113194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -21131946.000000 Penalty: 5932.711426
	Iteration 138Q: 3 clusters Score -2.113195e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -21131948.000000 Penalty: 5932.711426
	Iteration 139Q: 3 clusters Score -2.113195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -21131948.000000 Penalty: 5932.711426
	Iteration 140F: 3 clusters Score -2.113195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -21131928.000000 Penalty: 5932.711426
	Iteration 141Q: 3 clusters Score -2.113193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -21131928.000000 Penalty: 5932.711426
	Iteration 142Q: 3 clusters Score -2.113193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -21131942.000000 Penalty: 5932.711426
	Iteration 143Q: 3 clusters Score -2.113194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 111867 members 
Entering Unmasked Estep 
Score: -21131946.000000 Penalty: 5932.711426
	Iteration 144Q: 3 clusters Score -2.113195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
Score: -21131968.000000 Penalty: 5932.711426
	Iteration 145Q: 3 clusters Score -2.113197e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -21131940.000000 Penalty: 5932.711426
	Iteration 146Q: 3 clusters Score -2.113194e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -21131958.000000 Penalty: 5932.711426
	Iteration 147Q: 3 clusters Score -2.113196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -21131954.000000 Penalty: 5932.711426
	Iteration 148Q: 3 clusters Score -2.113195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -21131946.000000 Penalty: 5932.711426
	Iteration 149Q: 3 clusters Score -2.113195e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -21131976.000000 Penalty: 5932.711426
	Iteration 150Q: 3 clusters Score -2.113198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -21131954.000000 Penalty: 5932.711426
	Iteration 151Q: 3 clusters Score -2.113195e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -21131988.000000 Penalty: 5932.711426
	Iteration 152Q: 3 clusters Score -2.113199e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -21132008.000000 Penalty: 5932.711426
	Iteration 153Q: 3 clusters Score -2.113201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 112443 members 
Entering Unmasked Estep 
Score: -21132016.000000 Penalty: 5932.711426
	Iteration 154Q: 3 clusters Score -2.113202e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -21131990.000000 Penalty: 5932.711426
	Iteration 155Q: 3 clusters Score -2.113199e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -21131982.000000 Penalty: 5932.711426
	Iteration 156Q: 3 clusters Score -2.113198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 112564 members 
Entering Unmasked Estep 
Score: -21131970.000000 Penalty: 5932.711426
	Iteration 157Q: 3 clusters Score -2.113197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -21131988.000000 Penalty: 5932.711426
	Iteration 158Q: 3 clusters Score -2.113199e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 112656 members 
Entering Unmasked Estep 
Score: -21131988.000000 Penalty: 5932.711426
	Iteration 159Q: 3 clusters Score -2.113199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -21132004.000000 Penalty: 5932.711426
	Iteration 160F: 3 clusters Score -2.1132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -21131990.000000 Penalty: 5932.711426
	Iteration 161Q: 3 clusters Score -2.113199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -21132012.000000 Penalty: 5932.711426
	Iteration 162Q: 3 clusters Score -2.113201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -21131998.000000 Penalty: 5932.711426
	Iteration 163Q: 3 clusters Score -2.1132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 112798 members 
Entering Unmasked Estep 
Score: -21132014.000000 Penalty: 5932.711426
	Iteration 164Q: 3 clusters Score -2.113201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -21132012.000000 Penalty: 5932.711426
	Iteration 165Q: 3 clusters Score -2.113201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -21132030.000000 Penalty: 5932.711426
	Iteration 166Q: 3 clusters Score -2.113203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -21132018.000000 Penalty: 5932.711426
	Iteration 167Q: 3 clusters Score -2.113202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -21131998.000000 Penalty: 5932.711426
	Iteration 168Q: 3 clusters Score -2.1132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -21132024.000000 Penalty: 5932.711426
	Iteration 169Q: 3 clusters Score -2.113202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -21132022.000000 Penalty: 5932.711426
	Iteration 170Q: 3 clusters Score -2.113202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -21132010.000000 Penalty: 5932.711426
	Iteration 171Q: 3 clusters Score -2.113201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -21132008.000000 Penalty: 5932.711426
	Iteration 172Q: 3 clusters Score -2.113201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -21132006.000000 Penalty: 5932.711426
	Iteration 173Q: 3 clusters Score -2.113201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -21132008.000000 Penalty: 5932.711426
	Iteration 174Q: 3 clusters Score -2.113201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -21132012.000000 Penalty: 5932.711426
	Iteration 175Q: 3 clusters Score -2.113201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -21132022.000000 Penalty: 5932.711426
	Iteration 176Q: 3 clusters Score -2.113202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -21132002.000000 Penalty: 5932.711426
	Iteration 177Q: 3 clusters Score -2.1132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -21132004.000000 Penalty: 5932.711426
	Iteration 178Q: 3 clusters Score -2.1132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -21132028.000000 Penalty: 5932.711426
	Iteration 179Q: 3 clusters Score -2.113203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -21132032.000000 Penalty: 5932.711426
	Iteration 180F: 3 clusters Score -2.113203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -21132022.000000 Penalty: 5932.711426
	Iteration 181Q: 3 clusters Score -2.113202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -21132024.000000 Penalty: 5932.711426
	Iteration 182Q: 3 clusters Score -2.113202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -21132024.000000 Penalty: 5932.711426
	Iteration 183Q: 3 clusters Score -2.113202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -21132026.000000 Penalty: 5932.711426
	Iteration 184Q: 3 clusters Score -2.113203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -21132032.000000 Penalty: 5932.711426
	Iteration 185Q: 3 clusters Score -2.113203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -21132042.000000 Penalty: 5932.711426
	Iteration 186Q: 3 clusters Score -2.113204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -21132036.000000 Penalty: 5932.711426
	Iteration 187Q: 3 clusters Score -2.113204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -21132036.000000 Penalty: 5932.711426
	Iteration 188F: 3 clusters Score -2.113204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -28236.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -28236.48 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 140 members 
Entering Unmasked Estep 
Score: -27029.730469 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -27029.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27215.361328 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -27215.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27316.201172 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -27316.2 nChanged 8
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: -27367.357422 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -27367.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27402.179688 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -27402.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27433.449219 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27433.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27456.548828 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27456.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27456.548828 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -27456.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -334593.812500 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -334593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -331639.343750 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -331639.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -332222.406250 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -332222.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -332363.375000 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -332363.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332452.218750 Penalty: 3883.299316
	Iteration 3Q: 3 clusters Score -332452.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -332515.562500 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -332515.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332556.687500 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -332556.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -332592.000000 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -332592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332620.562500 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -332620.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -332636.343750 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -332636.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -332648.468750 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -332648.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -332658.343750 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -332658.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -332664.562500 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -332664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332668.718750 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -332668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332674.812500 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -332674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332683.968750 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -332684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332697.593750 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -332697.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -332707.593750 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -332707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332716.375000 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -332716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -332723.000000 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -332723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332731.500000 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -332731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -332736.781250 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -332736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -332742.468750 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -332742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -332746.187500 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -332746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -332748.468750 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -332748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332748.875000 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -332748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332749.906250 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -332749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332751.500000 Penalty: 3883.299316
	Iteration 26Q: 3 clusters Score -332751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332753.437500 Penalty: 3883.299316
	Iteration 27Q: 3 clusters Score -332753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332754.562500 Penalty: 3883.299316
	Iteration 28Q: 3 clusters Score -332754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -332754.718750 Penalty: 3883.299316
	Iteration 29Q: 3 clusters Score -332754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332755.375000 Penalty: 3883.299316
	Iteration 30Q: 3 clusters Score -332755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332756.593750 Penalty: 3883.299316
	Iteration 31Q: 3 clusters Score -332756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332757.843750 Penalty: 3883.299316
	Iteration 32Q: 3 clusters Score -332757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332759.281250 Penalty: 3883.299316
	Iteration 33Q: 3 clusters Score -332759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332759.500000 Penalty: 3883.299316
	Iteration 34Q: 3 clusters Score -332759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332759.500000 Penalty: 3883.299316
	Iteration 35F: 3 clusters Score -332759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -181953.421875 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -181953.4 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 753 members 
Entering Unmasked Estep 
Score: -179650.203125 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -179650.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180126.593750 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -180126.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180447.984375 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -180448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180665.546875 Penalty: 3615.985107
	Iteration 3F: 3 clusters Score -180665.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180807.375000 Penalty: 3615.985107
	Iteration 4F: 3 clusters Score -180807.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180945.812500 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -180945.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181070.937500 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -181070.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -181200.062500 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -181200.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -181278.203125 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -181278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -181338.843750 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -181338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -181368.328125 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -181368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -181409.406250 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -181409.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -181488.921875 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -181488.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -181562.437500 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -181562.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -181644.921875 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -181644.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -181705.406250 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -181705.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -181755.734375 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -181755.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -181791.093750 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -181791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -181838.515625 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -181838.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -181867.000000 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -181867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -181879.953125 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -181880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -181882.609375 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -181882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -181883.578125 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -181883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -181883.578125 Penalty: 3615.985107
	Iteration 23F: 3 clusters Score -181883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (146257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Entering Unmasked Estep 
Score: -19575652.000000 Penalty: 2949.493896
	Iteration 0F: 2 clusters Score -1.957565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -19479228.000000 Penalty: 5898.987793
	Iteration 0F: 3 clusters Score -1.947923e+07 nChanged 69700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -19519356.000000 Penalty: 5898.987793
	Iteration 1F: 3 clusters Score -1.951936e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -19520718.000000 Penalty: 5898.987793
	Iteration 2Q: 3 clusters Score -1.952072e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -19523020.000000 Penalty: 5898.987793
	Iteration 3Q: 3 clusters Score -1.952302e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -19527208.000000 Penalty: 5898.987793
	Iteration 4F: 3 clusters Score -1.952721e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -19534438.000000 Penalty: 5898.987793
	Iteration 5F: 3 clusters Score -1.953444e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -19545324.000000 Penalty: 5898.987793
	Iteration 6F: 3 clusters Score -1.954532e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -19556748.000000 Penalty: 5898.987793
	Iteration 7F: 3 clusters Score -1.955675e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128734 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -19564982.000000 Penalty: 5898.987793
	Iteration 8F: 3 clusters Score -1.956498e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132490 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -19569822.000000 Penalty: 5898.987793
	Iteration 9Q: 3 clusters Score -1.956982e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -19571778.000000 Penalty: 5898.987793
	Iteration 10Q: 3 clusters Score -1.957178e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -19572520.000000 Penalty: 5898.987793
	Iteration 11Q: 3 clusters Score -1.957252e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -19572854.000000 Penalty: 5898.987793
	Iteration 12Q: 3 clusters Score -1.957285e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -19573020.000000 Penalty: 5898.987793
	Iteration 13Q: 3 clusters Score -1.957302e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -19573268.000000 Penalty: 5898.987793
	Iteration 14Q: 3 clusters Score -1.957327e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137617 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -19573464.000000 Penalty: 5898.987793
	Iteration 15Q: 3 clusters Score -1.957346e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138107 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -19573612.000000 Penalty: 5898.987793
	Iteration 16Q: 3 clusters Score -1.957361e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -19573710.000000 Penalty: 5898.987793
	Iteration 17Q: 3 clusters Score -1.957371e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -19573790.000000 Penalty: 5898.987793
	Iteration 18Q: 3 clusters Score -1.957379e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -19573838.000000 Penalty: 5898.987793
	Iteration 19Q: 3 clusters Score -1.957384e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -19573828.000000 Penalty: 5898.987793
	Iteration 20F: 3 clusters Score -1.957383e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139741 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -19573824.000000 Penalty: 5898.987793
	Iteration 21Q: 3 clusters Score -1.957382e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139967 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -19573848.000000 Penalty: 5898.987793
	Iteration 22Q: 3 clusters Score -1.957385e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -19573874.000000 Penalty: 5898.987793
	Iteration 23Q: 3 clusters Score -1.957387e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140299 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -19573884.000000 Penalty: 5898.987793
	Iteration 24Q: 3 clusters Score -1.957388e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140436 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -19573850.000000 Penalty: 5898.987793
	Iteration 25Q: 3 clusters Score -1.957385e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -19573866.000000 Penalty: 5898.987793
	Iteration 26Q: 3 clusters Score -1.957387e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140660 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -19573866.000000 Penalty: 5898.987793
	Iteration 27Q: 3 clusters Score -1.957387e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -19573876.000000 Penalty: 5898.987793
	Iteration 28Q: 3 clusters Score -1.957388e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -19573878.000000 Penalty: 5898.987793
	Iteration 29Q: 3 clusters Score -1.957388e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -19573938.000000 Penalty: 5898.987793
	Iteration 30Q: 3 clusters Score -1.957394e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -19573930.000000 Penalty: 5898.987793
	Iteration 31Q: 3 clusters Score -1.957393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -19573920.000000 Penalty: 5898.987793
	Iteration 32Q: 3 clusters Score -1.957392e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -19573918.000000 Penalty: 5898.987793
	Iteration 33Q: 3 clusters Score -1.957392e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -19573966.000000 Penalty: 5898.987793
	Iteration 34Q: 3 clusters Score -1.957397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -19573952.000000 Penalty: 5898.987793
	Iteration 35Q: 3 clusters Score -1.957395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141232 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -19573952.000000 Penalty: 5898.987793
	Iteration 36Q: 3 clusters Score -1.957395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -19573992.000000 Penalty: 5898.987793
	Iteration 37Q: 3 clusters Score -1.957399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141311 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -19573998.000000 Penalty: 5898.987793
	Iteration 38Q: 3 clusters Score -1.9574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -19574002.000000 Penalty: 5898.987793
	Iteration 39Q: 3 clusters Score -1.9574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -19574016.000000 Penalty: 5898.987793
	Iteration 40F: 3 clusters Score -1.957402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -19574008.000000 Penalty: 5898.987793
	Iteration 41Q: 3 clusters Score -1.957401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -19574044.000000 Penalty: 5898.987793
	Iteration 42Q: 3 clusters Score -1.957404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -19574044.000000 Penalty: 5898.987793
	Iteration 43Q: 3 clusters Score -1.957404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -19574052.000000 Penalty: 5898.987793
	Iteration 44Q: 3 clusters Score -1.957405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -19574056.000000 Penalty: 5898.987793
	Iteration 45Q: 3 clusters Score -1.957406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -19574076.000000 Penalty: 5898.987793
	Iteration 46Q: 3 clusters Score -1.957408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -19574072.000000 Penalty: 5898.987793
	Iteration 47Q: 3 clusters Score -1.957407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -19574054.000000 Penalty: 5898.987793
	Iteration 48Q: 3 clusters Score -1.957405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -19574060.000000 Penalty: 5898.987793
	Iteration 49Q: 3 clusters Score -1.957406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -19574070.000000 Penalty: 5898.987793
	Iteration 50Q: 3 clusters Score -1.957407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -19574066.000000 Penalty: 5898.987793
	Iteration 51Q: 3 clusters Score -1.957407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -19574050.000000 Penalty: 5898.987793
	Iteration 52Q: 3 clusters Score -1.957405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -19574040.000000 Penalty: 5898.987793
	Iteration 53Q: 3 clusters Score -1.957404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -19574040.000000 Penalty: 5898.987793
	Iteration 54Q: 3 clusters Score -1.957404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -19574040.000000 Penalty: 5898.987793
	Iteration 55Q: 3 clusters Score -1.957404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -19574032.000000 Penalty: 5898.987793
	Iteration 56Q: 3 clusters Score -1.957403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -19574040.000000 Penalty: 5898.987793
	Iteration 57Q: 3 clusters Score -1.957404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -19574050.000000 Penalty: 5898.987793
	Iteration 58Q: 3 clusters Score -1.957405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -19574042.000000 Penalty: 5898.987793
	Iteration 59Q: 3 clusters Score -1.957404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141740 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -19574070.000000 Penalty: 5898.987793
	Iteration 60F: 3 clusters Score -1.957407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -19574076.000000 Penalty: 5898.987793
	Iteration 61Q: 3 clusters Score -1.957408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141763 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -19574066.000000 Penalty: 5898.987793
	Iteration 62Q: 3 clusters Score -1.957407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -19574070.000000 Penalty: 5898.987793
	Iteration 63Q: 3 clusters Score -1.957407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -19574068.000000 Penalty: 5898.987793
	Iteration 64Q: 3 clusters Score -1.957407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -19574068.000000 Penalty: 5898.987793
	Iteration 65F: 3 clusters Score -1.957407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -93854.898438 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92132.000000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92464.210938 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92464.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92688.039062 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92688.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92905.054688 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -92905.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93130.023438 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -93130.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93373.328125 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -93373.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93642.781250 Penalty: 3304.913818
	Iteration 6F: 3 clusters Score -93642.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93883.062500 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -93883.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94305.273438 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -94305.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94649.171875 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -94649.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94818.976562 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -94818.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95039.203125 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -95039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95307.257812 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -95307.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95307.257812 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -95307.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 151348 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 106148 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 131582 members 
Mstep: Class 9 contains 181167 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 156547 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 146257 members 
Mstep: Class 16 contains 350 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 28479 members 
Mstep: Class 19 contains 144837 members 
Mstep: Class 20 contains 141210 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 50541 members 
Entering Unmasked Estep 
Score: -180363664.000000 Penalty: 77098.109375
Splitting cluster 16 changes total score from -180363744.000000 to -180363664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -385972.968750 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -385973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -382727.218750 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -382727.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -383406.875000 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -383406.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -383594.750000 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -383594.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -383707.718750 Penalty: 3974.782227
	Iteration 3Q: 3 clusters Score -383707.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -383797.375000 Penalty: 3974.782227
	Iteration 4Q: 3 clusters Score -383797.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -383858.031250 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -383858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -383912.968750 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -383913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -383989.156250 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -383989.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -384071.187500 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -384071.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -384150.500000 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -384150.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -384244.375000 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -384244.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -384329.937500 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -384329.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -384412.718750 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -384412.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -384487.625000 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -384487.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -384555.218750 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -384555.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -384637.687500 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -384637.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -384698.593750 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -384698.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -384745.906250 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -384745.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -384787.000000 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -384787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -384821.812500 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -384821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -384836.750000 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -384836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -384842.718750 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -384842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -384849.093750 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -384849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -384853.250000 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -384853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -384855.437500 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -384855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -384856.375000 Penalty: 3974.782227
	Iteration 25Q: 3 clusters Score -384856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -384857.593750 Penalty: 3974.782227
	Iteration 26Q: 3 clusters Score -384857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -384859.968750 Penalty: 3974.782227
	Iteration 27Q: 3 clusters Score -384860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -384859.968750 Penalty: 3974.782227
	Iteration 28F: 3 clusters Score -384860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Entering Unmasked Estep 
Score: -3860012.750000 Penalty: 2543.716553
	Iteration 0F: 2 clusters Score -3860013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3840278.250000 Penalty: 5087.433105
	Iteration 0F: 3 clusters Score -3840278 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3847435.500000 Penalty: 5087.433105
	Iteration 1F: 3 clusters Score -3847436 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3847915.750000 Penalty: 5087.433105
	Iteration 2Q: 3 clusters Score -3847916 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3848358.000000 Penalty: 5087.433105
	Iteration 3Q: 3 clusters Score -3848358 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3848848.750000 Penalty: 5087.433105
	Iteration 4Q: 3 clusters Score -3848849 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3849465.000000 Penalty: 5087.433105
	Iteration 5Q: 3 clusters Score -3849465 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3850270.000000 Penalty: 5087.433105
	Iteration 6F: 3 clusters Score -3850270 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3851362.250000 Penalty: 5087.433105
	Iteration 7F: 3 clusters Score -3851362 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3852867.750000 Penalty: 5087.433105
	Iteration 8F: 3 clusters Score -3852868 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3854448.000000 Penalty: 5087.433105
	Iteration 9F: 3 clusters Score -3854448 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3855641.250000 Penalty: 5087.433105
	Iteration 10Q: 3 clusters Score -3855641 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3856300.000000 Penalty: 5087.433105
	Iteration 11Q: 3 clusters Score -3856300 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3856604.750000 Penalty: 5087.433105
	Iteration 12Q: 3 clusters Score -3856605 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3856798.000000 Penalty: 5087.433105
	Iteration 13Q: 3 clusters Score -3856798 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3856951.750000 Penalty: 5087.433105
	Iteration 14Q: 3 clusters Score -3856952 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3857095.000000 Penalty: 5087.433105
	Iteration 15Q: 3 clusters Score -3857095 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3857218.500000 Penalty: 5087.433105
	Iteration 16Q: 3 clusters Score -3857218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3857309.000000 Penalty: 5087.433105
	Iteration 17Q: 3 clusters Score -3857309 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3857396.000000 Penalty: 5087.433105
	Iteration 18Q: 3 clusters Score -3857396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3857470.250000 Penalty: 5087.433105
	Iteration 19Q: 3 clusters Score -3857470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3857518.750000 Penalty: 5087.433105
	Iteration 20F: 3 clusters Score -3857519 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3857573.500000 Penalty: 5087.433105
	Iteration 21Q: 3 clusters Score -3857574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3857622.250000 Penalty: 5087.433105
	Iteration 22Q: 3 clusters Score -3857622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3857658.250000 Penalty: 5087.433105
	Iteration 23Q: 3 clusters Score -3857658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3857678.250000 Penalty: 5087.433105
	Iteration 24Q: 3 clusters Score -3857678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3857713.750000 Penalty: 5087.433105
	Iteration 25Q: 3 clusters Score -3857714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3857743.000000 Penalty: 5087.433105
	Iteration 26Q: 3 clusters Score -3857743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3857766.500000 Penalty: 5087.433105
	Iteration 27Q: 3 clusters Score -3857766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3857820.250000 Penalty: 5087.433105
	Iteration 28Q: 3 clusters Score -3857820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3857851.250000 Penalty: 5087.433105
	Iteration 29Q: 3 clusters Score -3857851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3857861.500000 Penalty: 5087.433105
	Iteration 30Q: 3 clusters Score -3857862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3857882.750000 Penalty: 5087.433105
	Iteration 31Q: 3 clusters Score -3857883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3857909.000000 Penalty: 5087.433105
	Iteration 32Q: 3 clusters Score -3857909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3857919.750000 Penalty: 5087.433105
	Iteration 33Q: 3 clusters Score -3857920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3857936.250000 Penalty: 5087.433105
	Iteration 34Q: 3 clusters Score -3857936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3857948.000000 Penalty: 5087.433105
	Iteration 35Q: 3 clusters Score -3857948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3857947.500000 Penalty: 5087.433105
	Iteration 36Q: 3 clusters Score -3857948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3857954.000000 Penalty: 5087.433105
	Iteration 37Q: 3 clusters Score -3857954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3857960.000000 Penalty: 5087.433105
	Iteration 38Q: 3 clusters Score -3857960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3857971.750000 Penalty: 5087.433105
	Iteration 39Q: 3 clusters Score -3857972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3857968.250000 Penalty: 5087.433105
	Iteration 40F: 3 clusters Score -3857968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3857967.250000 Penalty: 5087.433105
	Iteration 41Q: 3 clusters Score -3857967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3857972.250000 Penalty: 5087.433105
	Iteration 42Q: 3 clusters Score -3857972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3857973.000000 Penalty: 5087.433105
	Iteration 43Q: 3 clusters Score -3857973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3857980.750000 Penalty: 5087.433105
	Iteration 44Q: 3 clusters Score -3857981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3857982.250000 Penalty: 5087.433105
	Iteration 45Q: 3 clusters Score -3857982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3857982.000000 Penalty: 5087.433105
	Iteration 46Q: 3 clusters Score -3857982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3857986.750000 Penalty: 5087.433105
	Iteration 47Q: 3 clusters Score -3857987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3857988.500000 Penalty: 5087.433105
	Iteration 48Q: 3 clusters Score -3857988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3857989.750000 Penalty: 5087.433105
	Iteration 49Q: 3 clusters Score -3857990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3857992.000000 Penalty: 5087.433105
	Iteration 50Q: 3 clusters Score -3857992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3857993.750000 Penalty: 5087.433105
	Iteration 51Q: 3 clusters Score -3857994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3857987.250000 Penalty: 5087.433105
	Iteration 52Q: 3 clusters Score -3857987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3857989.250000 Penalty: 5087.433105
	Iteration 53Q: 3 clusters Score -3857989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3857989.250000 Penalty: 5087.433105
	Iteration 54F: 3 clusters Score -3857989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Entering Unmasked Estep 
Score: -19575918.000000 Penalty: 2947.074463
	Iteration 0F: 2 clusters Score -1.957592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -19480210.000000 Penalty: 5894.148926
	Iteration 0F: 3 clusters Score -1.948021e+07 nChanged 68657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -19519960.000000 Penalty: 5894.148926
	Iteration 1F: 3 clusters Score -1.951996e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -19520968.000000 Penalty: 5894.148926
	Iteration 2Q: 3 clusters Score -1.952097e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -19522128.000000 Penalty: 5894.148926
	Iteration 3Q: 3 clusters Score -1.952213e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -19523804.000000 Penalty: 5894.148926
	Iteration 4Q: 3 clusters Score -1.95238e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -19526068.000000 Penalty: 5894.148926
	Iteration 5Q: 3 clusters Score -1.952607e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -19529828.000000 Penalty: 5894.148926
	Iteration 6Q: 3 clusters Score -1.952983e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -19535324.000000 Penalty: 5894.148926
	Iteration 7F: 3 clusters Score -1.953532e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -19542672.000000 Penalty: 5894.148926
	Iteration 8F: 3 clusters Score -1.954267e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -19549436.000000 Penalty: 5894.148926
	Iteration 9F: 3 clusters Score -1.954944e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -19553894.000000 Penalty: 5894.148926
	Iteration 10F: 3 clusters Score -1.955389e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -19555726.000000 Penalty: 5894.148926
	Iteration 11Q: 3 clusters Score -1.955573e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -19556444.000000 Penalty: 5894.148926
	Iteration 12Q: 3 clusters Score -1.955644e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -19556870.000000 Penalty: 5894.148926
	Iteration 13Q: 3 clusters Score -1.955687e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -19557388.000000 Penalty: 5894.148926
	Iteration 14Q: 3 clusters Score -1.955739e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -19557906.000000 Penalty: 5894.148926
	Iteration 15Q: 3 clusters Score -1.955791e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -19558484.000000 Penalty: 5894.148926
	Iteration 16Q: 3 clusters Score -1.955848e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -19559068.000000 Penalty: 5894.148926
	Iteration 17Q: 3 clusters Score -1.955907e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -19559596.000000 Penalty: 5894.148926
	Iteration 18Q: 3 clusters Score -1.95596e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -19560202.000000 Penalty: 5894.148926
	Iteration 19Q: 3 clusters Score -1.95602e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -19560990.000000 Penalty: 5894.148926
	Iteration 20F: 3 clusters Score -1.956099e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -19561864.000000 Penalty: 5894.148926
	Iteration 21Q: 3 clusters Score -1.956186e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119973 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -19562928.000000 Penalty: 5894.148926
	Iteration 22Q: 3 clusters Score -1.956293e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122675 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -19563938.000000 Penalty: 5894.148926
	Iteration 23Q: 3 clusters Score -1.956394e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -19565072.000000 Penalty: 5894.148926
	Iteration 24Q: 3 clusters Score -1.956507e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -19566138.000000 Penalty: 5894.148926
	Iteration 25Q: 3 clusters Score -1.956614e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130187 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -19567316.000000 Penalty: 5894.148926
	Iteration 26Q: 3 clusters Score -1.956732e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -19568392.000000 Penalty: 5894.148926
	Iteration 27Q: 3 clusters Score -1.956839e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -19569390.000000 Penalty: 5894.148926
	Iteration 28Q: 3 clusters Score -1.956939e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -19570274.000000 Penalty: 5894.148926
	Iteration 29Q: 3 clusters Score -1.957027e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -19571000.000000 Penalty: 5894.148926
	Iteration 30Q: 3 clusters Score -1.9571e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -19571626.000000 Penalty: 5894.148926
	Iteration 31Q: 3 clusters Score -1.957163e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -19572184.000000 Penalty: 5894.148926
	Iteration 32Q: 3 clusters Score -1.957218e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -19572646.000000 Penalty: 5894.148926
	Iteration 33Q: 3 clusters Score -1.957265e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19572970.000000 Penalty: 5894.148926
	Iteration 34Q: 3 clusters Score -1.957297e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141898 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19573188.000000 Penalty: 5894.148926
	Iteration 35Q: 3 clusters Score -1.957319e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19573368.000000 Penalty: 5894.148926
	Iteration 36Q: 3 clusters Score -1.957337e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142506 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19573434.000000 Penalty: 5894.148926
	Iteration 37Q: 3 clusters Score -1.957343e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19573522.000000 Penalty: 5894.148926
	Iteration 38Q: 3 clusters Score -1.957352e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19573552.000000 Penalty: 5894.148926
	Iteration 39Q: 3 clusters Score -1.957355e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -19573568.000000 Penalty: 5894.148926
	Iteration 40F: 3 clusters Score -1.957357e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19573606.000000 Penalty: 5894.148926
	Iteration 41Q: 3 clusters Score -1.957361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143071 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19573630.000000 Penalty: 5894.148926
	Iteration 42Q: 3 clusters Score -1.957363e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19573640.000000 Penalty: 5894.148926
	Iteration 43Q: 3 clusters Score -1.957364e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19573660.000000 Penalty: 5894.148926
	Iteration 44Q: 3 clusters Score -1.957366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19573666.000000 Penalty: 5894.148926
	Iteration 45Q: 3 clusters Score -1.957367e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19573678.000000 Penalty: 5894.148926
	Iteration 46Q: 3 clusters Score -1.957368e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19573698.000000 Penalty: 5894.148926
	Iteration 47Q: 3 clusters Score -1.95737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19573710.000000 Penalty: 5894.148926
	Iteration 48Q: 3 clusters Score -1.957371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19573716.000000 Penalty: 5894.148926
	Iteration 49Q: 3 clusters Score -1.957372e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -19573720.000000 Penalty: 5894.148926
	Iteration 50Q: 3 clusters Score -1.957372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19573722.000000 Penalty: 5894.148926
	Iteration 51Q: 3 clusters Score -1.957372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143434 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19573732.000000 Penalty: 5894.148926
	Iteration 52Q: 3 clusters Score -1.957373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19573734.000000 Penalty: 5894.148926
	Iteration 53Q: 3 clusters Score -1.957373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143468 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19573734.000000 Penalty: 5894.148926
	Iteration 54Q: 3 clusters Score -1.957373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143477 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19573744.000000 Penalty: 5894.148926
	Iteration 55Q: 3 clusters Score -1.957374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -19573740.000000 Penalty: 5894.148926
	Iteration 56Q: 3 clusters Score -1.957374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19573740.000000 Penalty: 5894.148926
	Iteration 57Q: 3 clusters Score -1.957374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19573748.000000 Penalty: 5894.148926
	Iteration 58Q: 3 clusters Score -1.957375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19573740.000000 Penalty: 5894.148926
	Iteration 59Q: 3 clusters Score -1.957374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19573744.000000 Penalty: 5894.148926
	Iteration 60F: 3 clusters Score -1.957374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -19573750.000000 Penalty: 5894.148926
	Iteration 61Q: 3 clusters Score -1.957375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19573762.000000 Penalty: 5894.148926
	Iteration 62Q: 3 clusters Score -1.957376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19573764.000000 Penalty: 5894.148926
	Iteration 63Q: 3 clusters Score -1.957376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19573758.000000 Penalty: 5894.148926
	Iteration 64Q: 3 clusters Score -1.957376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143549 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19573758.000000 Penalty: 5894.148926
	Iteration 65Q: 3 clusters Score -1.957376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19573752.000000 Penalty: 5894.148926
	Iteration 66Q: 3 clusters Score -1.957375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19573752.000000 Penalty: 5894.148926
	Iteration 67Q: 3 clusters Score -1.957375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19573752.000000 Penalty: 5894.148926
	Iteration 68F: 3 clusters Score -1.957375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (141210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Entering Unmasked Estep 
Score: -18926860.000000 Penalty: 2940.784912
	Iteration 0F: 2 clusters Score -1.892686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -18833062.000000 Penalty: 5881.569824
	Iteration 0F: 3 clusters Score -1.883306e+07 nChanged 67520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -18872208.000000 Penalty: 5881.569824
	Iteration 1F: 3 clusters Score -1.887221e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -18873254.000000 Penalty: 5881.569824
	Iteration 2Q: 3 clusters Score -1.887325e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -18874744.000000 Penalty: 5881.569824
	Iteration 3Q: 3 clusters Score -1.887474e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -18876896.000000 Penalty: 5881.569824
	Iteration 4Q: 3 clusters Score -1.88769e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -18880316.000000 Penalty: 5881.569824
	Iteration 5Q: 3 clusters Score -1.888032e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -18885204.000000 Penalty: 5881.569824
	Iteration 6F: 3 clusters Score -1.88852e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -18891286.000000 Penalty: 5881.569824
	Iteration 7F: 3 clusters Score -1.889129e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -18897622.000000 Penalty: 5881.569824
	Iteration 8F: 3 clusters Score -1.889762e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -18903804.000000 Penalty: 5881.569824
	Iteration 9F: 3 clusters Score -1.89038e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -18907682.000000 Penalty: 5881.569824
	Iteration 10F: 3 clusters Score -1.890768e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -18909366.000000 Penalty: 5881.569824
	Iteration 11Q: 3 clusters Score -1.890937e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -18910188.000000 Penalty: 5881.569824
	Iteration 12Q: 3 clusters Score -1.891019e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -18910758.000000 Penalty: 5881.569824
	Iteration 13Q: 3 clusters Score -1.891076e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -18911396.000000 Penalty: 5881.569824
	Iteration 14Q: 3 clusters Score -1.89114e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -18911984.000000 Penalty: 5881.569824
	Iteration 15Q: 3 clusters Score -1.891198e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -18912562.000000 Penalty: 5881.569824
	Iteration 16Q: 3 clusters Score -1.891256e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -18913160.000000 Penalty: 5881.569824
	Iteration 17Q: 3 clusters Score -1.891316e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -18913632.000000 Penalty: 5881.569824
	Iteration 18Q: 3 clusters Score -1.891363e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -18913984.000000 Penalty: 5881.569824
	Iteration 19Q: 3 clusters Score -1.891398e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -18914186.000000 Penalty: 5881.569824
	Iteration 20F: 3 clusters Score -1.891419e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -18914606.000000 Penalty: 5881.569824
	Iteration 21Q: 3 clusters Score -1.891461e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -18914856.000000 Penalty: 5881.569824
	Iteration 22Q: 3 clusters Score -1.891486e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -18914958.000000 Penalty: 5881.569824
	Iteration 23Q: 3 clusters Score -1.891496e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -18915122.000000 Penalty: 5881.569824
	Iteration 24Q: 3 clusters Score -1.891512e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -18915304.000000 Penalty: 5881.569824
	Iteration 25Q: 3 clusters Score -1.89153e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -18915450.000000 Penalty: 5881.569824
	Iteration 26Q: 3 clusters Score -1.891545e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 85704 members 
Entering Unmasked Estep 
Score: -18915630.000000 Penalty: 5881.569824
	Iteration 27Q: 3 clusters Score -1.891563e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -18915822.000000 Penalty: 5881.569824
	Iteration 28Q: 3 clusters Score -1.891582e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -18916030.000000 Penalty: 5881.569824
	Iteration 29Q: 3 clusters Score -1.891603e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -18916240.000000 Penalty: 5881.569824
	Iteration 30Q: 3 clusters Score -1.891624e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -18916508.000000 Penalty: 5881.569824
	Iteration 31Q: 3 clusters Score -1.891651e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -18916740.000000 Penalty: 5881.569824
	Iteration 32Q: 3 clusters Score -1.891674e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -18916930.000000 Penalty: 5881.569824
	Iteration 33Q: 3 clusters Score -1.891693e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -18917082.000000 Penalty: 5881.569824
	Iteration 34Q: 3 clusters Score -1.891708e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -18917274.000000 Penalty: 5881.569824
	Iteration 35Q: 3 clusters Score -1.891727e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 93047 members 
Entering Unmasked Estep 
Score: -18917506.000000 Penalty: 5881.569824
	Iteration 36Q: 3 clusters Score -1.891751e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -18917742.000000 Penalty: 5881.569824
	Iteration 37Q: 3 clusters Score -1.891774e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -18917942.000000 Penalty: 5881.569824
	Iteration 38Q: 3 clusters Score -1.891794e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -18918078.000000 Penalty: 5881.569824
	Iteration 39Q: 3 clusters Score -1.891808e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -18918324.000000 Penalty: 5881.569824
	Iteration 40F: 3 clusters Score -1.891832e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -18918486.000000 Penalty: 5881.569824
	Iteration 41Q: 3 clusters Score -1.891849e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -18918716.000000 Penalty: 5881.569824
	Iteration 42Q: 3 clusters Score -1.891872e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -18918986.000000 Penalty: 5881.569824
	Iteration 43Q: 3 clusters Score -1.891899e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -18919266.000000 Penalty: 5881.569824
	Iteration 44Q: 3 clusters Score -1.891927e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -18919502.000000 Penalty: 5881.569824
	Iteration 45Q: 3 clusters Score -1.89195e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -18919802.000000 Penalty: 5881.569824
	Iteration 46Q: 3 clusters Score -1.89198e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -18920000.000000 Penalty: 5881.569824
	Iteration 47Q: 3 clusters Score -1.892e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -18920180.000000 Penalty: 5881.569824
	Iteration 48Q: 3 clusters Score -1.892018e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -18920372.000000 Penalty: 5881.569824
	Iteration 49Q: 3 clusters Score -1.892037e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -18920448.000000 Penalty: 5881.569824
	Iteration 50Q: 3 clusters Score -1.892045e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -18920678.000000 Penalty: 5881.569824
	Iteration 51Q: 3 clusters Score -1.892068e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -18920954.000000 Penalty: 5881.569824
	Iteration 52Q: 3 clusters Score -1.892095e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -18921168.000000 Penalty: 5881.569824
	Iteration 53Q: 3 clusters Score -1.892117e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -18921342.000000 Penalty: 5881.569824
	Iteration 54Q: 3 clusters Score -1.892134e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -18921574.000000 Penalty: 5881.569824
	Iteration 55Q: 3 clusters Score -1.892157e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -18921740.000000 Penalty: 5881.569824
	Iteration 56Q: 3 clusters Score -1.892174e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -18921940.000000 Penalty: 5881.569824
	Iteration 57Q: 3 clusters Score -1.892194e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 111134 members 
Entering Unmasked Estep 
Score: -18922182.000000 Penalty: 5881.569824
	Iteration 58Q: 3 clusters Score -1.892218e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 111859 members 
Entering Unmasked Estep 
Score: -18922406.000000 Penalty: 5881.569824
	Iteration 59Q: 3 clusters Score -1.892241e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 112578 members 
Entering Unmasked Estep 
Score: -18922534.000000 Penalty: 5881.569824
	Iteration 60F: 3 clusters Score -1.892253e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -18922700.000000 Penalty: 5881.569824
	Iteration 61Q: 3 clusters Score -1.89227e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -18922798.000000 Penalty: 5881.569824
	Iteration 62Q: 3 clusters Score -1.89228e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -18922930.000000 Penalty: 5881.569824
	Iteration 63Q: 3 clusters Score -1.892293e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -18923076.000000 Penalty: 5881.569824
	Iteration 64Q: 3 clusters Score -1.892308e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -18923200.000000 Penalty: 5881.569824
	Iteration 65Q: 3 clusters Score -1.89232e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -18923378.000000 Penalty: 5881.569824
	Iteration 66Q: 3 clusters Score -1.892338e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 117230 members 
Entering Unmasked Estep 
Score: -18923524.000000 Penalty: 5881.569824
	Iteration 67Q: 3 clusters Score -1.892352e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -18923710.000000 Penalty: 5881.569824
	Iteration 68Q: 3 clusters Score -1.892371e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -18923948.000000 Penalty: 5881.569824
	Iteration 69Q: 3 clusters Score -1.892395e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -18924054.000000 Penalty: 5881.569824
	Iteration 70Q: 3 clusters Score -1.892405e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -18924158.000000 Penalty: 5881.569824
	Iteration 71Q: 3 clusters Score -1.892416e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 119903 members 
Entering Unmasked Estep 
Score: -18924272.000000 Penalty: 5881.569824
	Iteration 72Q: 3 clusters Score -1.892427e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -18924376.000000 Penalty: 5881.569824
	Iteration 73Q: 3 clusters Score -1.892438e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -18924516.000000 Penalty: 5881.569824
	Iteration 74Q: 3 clusters Score -1.892452e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 121424 members 
Entering Unmasked Estep 
Score: -18924666.000000 Penalty: 5881.569824
	Iteration 75Q: 3 clusters Score -1.892467e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -18924742.000000 Penalty: 5881.569824
	Iteration 76Q: 3 clusters Score -1.892474e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -18924848.000000 Penalty: 5881.569824
	Iteration 77Q: 3 clusters Score -1.892485e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -18924962.000000 Penalty: 5881.569824
	Iteration 78Q: 3 clusters Score -1.892496e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -18924994.000000 Penalty: 5881.569824
	Iteration 79Q: 3 clusters Score -1.892499e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -18925136.000000 Penalty: 5881.569824
	Iteration 80F: 3 clusters Score -1.892514e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -18925192.000000 Penalty: 5881.569824
	Iteration 81Q: 3 clusters Score -1.892519e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -18925328.000000 Penalty: 5881.569824
	Iteration 82Q: 3 clusters Score -1.892533e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -18925366.000000 Penalty: 5881.569824
	Iteration 83Q: 3 clusters Score -1.892537e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -18925428.000000 Penalty: 5881.569824
	Iteration 84Q: 3 clusters Score -1.892543e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 125735 members 
Entering Unmasked Estep 
Score: -18925568.000000 Penalty: 5881.569824
	Iteration 85Q: 3 clusters Score -1.892557e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -18925640.000000 Penalty: 5881.569824
	Iteration 86Q: 3 clusters Score -1.892564e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -18925668.000000 Penalty: 5881.569824
	Iteration 87Q: 3 clusters Score -1.892567e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 126756 members 
Entering Unmasked Estep 
Score: -18925770.000000 Penalty: 5881.569824
	Iteration 88Q: 3 clusters Score -1.892577e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -18925864.000000 Penalty: 5881.569824
	Iteration 89Q: 3 clusters Score -1.892586e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -18925850.000000 Penalty: 5881.569824
	Iteration 90Q: 3 clusters Score -1.892585e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 127632 members 
Entering Unmasked Estep 
Score: -18925896.000000 Penalty: 5881.569824
	Iteration 91Q: 3 clusters Score -1.89259e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -18925954.000000 Penalty: 5881.569824
	Iteration 92Q: 3 clusters Score -1.892595e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -18926074.000000 Penalty: 5881.569824
	Iteration 93Q: 3 clusters Score -1.892607e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 128291 members 
Entering Unmasked Estep 
Score: -18926066.000000 Penalty: 5881.569824
	Iteration 94Q: 3 clusters Score -1.892607e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 128452 members 
Entering Unmasked Estep 
Score: -18926062.000000 Penalty: 5881.569824
	Iteration 95Q: 3 clusters Score -1.892606e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 128601 members 
Entering Unmasked Estep 
Score: -18926072.000000 Penalty: 5881.569824
	Iteration 96Q: 3 clusters Score -1.892607e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -18926044.000000 Penalty: 5881.569824
	Iteration 97Q: 3 clusters Score -1.892604e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -18926068.000000 Penalty: 5881.569824
	Iteration 98Q: 3 clusters Score -1.892607e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -18926056.000000 Penalty: 5881.569824
	Iteration 99Q: 3 clusters Score -1.892606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 129053 members 
Entering Unmasked Estep 
Score: -18926064.000000 Penalty: 5881.569824
	Iteration 100F: 3 clusters Score -1.892606e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -18926068.000000 Penalty: 5881.569824
	Iteration 101Q: 3 clusters Score -1.892607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -18926072.000000 Penalty: 5881.569824
	Iteration 102Q: 3 clusters Score -1.892607e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -18926090.000000 Penalty: 5881.569824
	Iteration 103Q: 3 clusters Score -1.892609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
Score: -18926096.000000 Penalty: 5881.569824
	Iteration 104Q: 3 clusters Score -1.89261e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -18926108.000000 Penalty: 5881.569824
	Iteration 105Q: 3 clusters Score -1.892611e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -18926116.000000 Penalty: 5881.569824
	Iteration 106Q: 3 clusters Score -1.892612e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -18926134.000000 Penalty: 5881.569824
	Iteration 107Q: 3 clusters Score -1.892613e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -18926110.000000 Penalty: 5881.569824
	Iteration 108Q: 3 clusters Score -1.892611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -18926118.000000 Penalty: 5881.569824
	Iteration 109Q: 3 clusters Score -1.892612e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -18926126.000000 Penalty: 5881.569824
	Iteration 110Q: 3 clusters Score -1.892613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -18926142.000000 Penalty: 5881.569824
	Iteration 111Q: 3 clusters Score -1.892614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -18926134.000000 Penalty: 5881.569824
	Iteration 112Q: 3 clusters Score -1.892613e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -18926134.000000 Penalty: 5881.569824
	Iteration 113Q: 3 clusters Score -1.892613e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -18926138.000000 Penalty: 5881.569824
	Iteration 114Q: 3 clusters Score -1.892614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -18926186.000000 Penalty: 5881.569824
	Iteration 115Q: 3 clusters Score -1.892619e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -18926174.000000 Penalty: 5881.569824
	Iteration 116Q: 3 clusters Score -1.892617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 117Q: 3 clusters Score -1.892618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 118Q: 3 clusters Score -1.892618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 130375 members 
Entering Unmasked Estep 
Score: -18926186.000000 Penalty: 5881.569824
	Iteration 119Q: 3 clusters Score -1.892619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 130428 members 
Entering Unmasked Estep 
Score: -18926202.000000 Penalty: 5881.569824
	Iteration 120F: 3 clusters Score -1.89262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 130480 members 
Entering Unmasked Estep 
Score: -18926164.000000 Penalty: 5881.569824
	Iteration 121Q: 3 clusters Score -1.892616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -18926120.000000 Penalty: 5881.569824
	Iteration 122Q: 3 clusters Score -1.892612e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 130584 members 
Entering Unmasked Estep 
Score: -18926140.000000 Penalty: 5881.569824
	Iteration 123Q: 3 clusters Score -1.892614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -18926140.000000 Penalty: 5881.569824
	Iteration 124Q: 3 clusters Score -1.892614e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -18926132.000000 Penalty: 5881.569824
	Iteration 125Q: 3 clusters Score -1.892613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 126Q: 3 clusters Score -1.892615e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 130806 members 
Entering Unmasked Estep 
Score: -18926158.000000 Penalty: 5881.569824
	Iteration 127Q: 3 clusters Score -1.892616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 130855 members 
Entering Unmasked Estep 
Score: -18926166.000000 Penalty: 5881.569824
	Iteration 128Q: 3 clusters Score -1.892617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 130892 members 
Entering Unmasked Estep 
Score: -18926142.000000 Penalty: 5881.569824
	Iteration 129Q: 3 clusters Score -1.892614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 130923 members 
Entering Unmasked Estep 
Score: -18926122.000000 Penalty: 5881.569824
	Iteration 130Q: 3 clusters Score -1.892612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -18926132.000000 Penalty: 5881.569824
	Iteration 131Q: 3 clusters Score -1.892613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -18926132.000000 Penalty: 5881.569824
	Iteration 132Q: 3 clusters Score -1.892613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -18926152.000000 Penalty: 5881.569824
	Iteration 133Q: 3 clusters Score -1.892615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 134Q: 3 clusters Score -1.892615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 135Q: 3 clusters Score -1.892617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 136Q: 3 clusters Score -1.892618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -18926188.000000 Penalty: 5881.569824
	Iteration 137Q: 3 clusters Score -1.892619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -18926188.000000 Penalty: 5881.569824
	Iteration 138Q: 3 clusters Score -1.892619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -18926188.000000 Penalty: 5881.569824
	Iteration 139Q: 3 clusters Score -1.892619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -18926188.000000 Penalty: 5881.569824
	Iteration 140F: 3 clusters Score -1.892619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 141Q: 3 clusters Score -1.892618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -18926184.000000 Penalty: 5881.569824
	Iteration 142Q: 3 clusters Score -1.892618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 143Q: 3 clusters Score -1.892618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 144Q: 3 clusters Score -1.892618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 145Q: 3 clusters Score -1.892617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -18926162.000000 Penalty: 5881.569824
	Iteration 146Q: 3 clusters Score -1.892616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -18926152.000000 Penalty: 5881.569824
	Iteration 147Q: 3 clusters Score -1.892615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -18926144.000000 Penalty: 5881.569824
	Iteration 148Q: 3 clusters Score -1.892614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 131495 members 
Entering Unmasked Estep 
Score: -18926162.000000 Penalty: 5881.569824
	Iteration 149Q: 3 clusters Score -1.892616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 131513 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 150Q: 3 clusters Score -1.892615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 131527 members 
Entering Unmasked Estep 
Score: -18926156.000000 Penalty: 5881.569824
	Iteration 151Q: 3 clusters Score -1.892616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 152Q: 3 clusters Score -1.892615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -18926160.000000 Penalty: 5881.569824
	Iteration 153Q: 3 clusters Score -1.892616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 154Q: 3 clusters Score -1.892618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 131572 members 
Entering Unmasked Estep 
Score: -18926158.000000 Penalty: 5881.569824
	Iteration 155Q: 3 clusters Score -1.892616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -18926152.000000 Penalty: 5881.569824
	Iteration 156Q: 3 clusters Score -1.892615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 157Q: 3 clusters Score -1.892615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -18926136.000000 Penalty: 5881.569824
	Iteration 158Q: 3 clusters Score -1.892614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -18926128.000000 Penalty: 5881.569824
	Iteration 159Q: 3 clusters Score -1.892613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -18926142.000000 Penalty: 5881.569824
	Iteration 160F: 3 clusters Score -1.892614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -18926148.000000 Penalty: 5881.569824
	Iteration 161Q: 3 clusters Score -1.892615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 131734 members 
Entering Unmasked Estep 
Score: -18926152.000000 Penalty: 5881.569824
	Iteration 162Q: 3 clusters Score -1.892615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 131754 members 
Entering Unmasked Estep 
Score: -18926136.000000 Penalty: 5881.569824
	Iteration 163Q: 3 clusters Score -1.892614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 164Q: 3 clusters Score -1.892615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -18926160.000000 Penalty: 5881.569824
	Iteration 165Q: 3 clusters Score -1.892616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -18926166.000000 Penalty: 5881.569824
	Iteration 166Q: 3 clusters Score -1.892617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 131822 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 167Q: 3 clusters Score -1.892615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -18926146.000000 Penalty: 5881.569824
	Iteration 168Q: 3 clusters Score -1.892615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 169Q: 3 clusters Score -1.892615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 131837 members 
Entering Unmasked Estep 
Score: -18926162.000000 Penalty: 5881.569824
	Iteration 170Q: 3 clusters Score -1.892616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 131842 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 171Q: 3 clusters Score -1.892615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -18926152.000000 Penalty: 5881.569824
	Iteration 172Q: 3 clusters Score -1.892615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -18926160.000000 Penalty: 5881.569824
	Iteration 173Q: 3 clusters Score -1.892616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 131853 members 
Entering Unmasked Estep 
Score: -18926156.000000 Penalty: 5881.569824
	Iteration 174Q: 3 clusters Score -1.892616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 175Q: 3 clusters Score -1.892615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -18926156.000000 Penalty: 5881.569824
	Iteration 176Q: 3 clusters Score -1.892616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -18926156.000000 Penalty: 5881.569824
	Iteration 177Q: 3 clusters Score -1.892616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 131868 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 178Q: 3 clusters Score -1.892615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 131876 members 
Entering Unmasked Estep 
Score: -18926150.000000 Penalty: 5881.569824
	Iteration 179Q: 3 clusters Score -1.892615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -18926160.000000 Penalty: 5881.569824
	Iteration 180F: 3 clusters Score -1.892616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 131891 members 
Entering Unmasked Estep 
Score: -18926154.000000 Penalty: 5881.569824
	Iteration 181Q: 3 clusters Score -1.892615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 131902 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 182Q: 3 clusters Score -1.892617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 131921 members 
Entering Unmasked Estep 
Score: -18926192.000000 Penalty: 5881.569824
	Iteration 183Q: 3 clusters Score -1.892619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -18926196.000000 Penalty: 5881.569824
	Iteration 184Q: 3 clusters Score -1.89262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -18926198.000000 Penalty: 5881.569824
	Iteration 185Q: 3 clusters Score -1.89262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 131974 members 
Entering Unmasked Estep 
Score: -18926216.000000 Penalty: 5881.569824
	Iteration 186Q: 3 clusters Score -1.892622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -18926186.000000 Penalty: 5881.569824
	Iteration 187Q: 3 clusters Score -1.892619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 131996 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 188Q: 3 clusters Score -1.892618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -18926194.000000 Penalty: 5881.569824
	Iteration 189Q: 3 clusters Score -1.892619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 190Q: 3 clusters Score -1.892618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -18926174.000000 Penalty: 5881.569824
	Iteration 191Q: 3 clusters Score -1.892617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -18926194.000000 Penalty: 5881.569824
	Iteration 192Q: 3 clusters Score -1.892619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -18926190.000000 Penalty: 5881.569824
	Iteration 193Q: 3 clusters Score -1.892619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 194Q: 3 clusters Score -1.892618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 132158 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 195Q: 3 clusters Score -1.892618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -18926164.000000 Penalty: 5881.569824
	Iteration 196Q: 3 clusters Score -1.892616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -18926162.000000 Penalty: 5881.569824
	Iteration 197Q: 3 clusters Score -1.892616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 198Q: 3 clusters Score -1.892618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 199Q: 3 clusters Score -1.892618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 132231 members 
Entering Unmasked Estep 
Score: -18926166.000000 Penalty: 5881.569824
	Iteration 200F: 3 clusters Score -1.892617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 132240 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 201Q: 3 clusters Score -1.892617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 202Q: 3 clusters Score -1.892618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 203Q: 3 clusters Score -1.892617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -18926156.000000 Penalty: 5881.569824
	Iteration 204Q: 3 clusters Score -1.892616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -18926168.000000 Penalty: 5881.569824
	Iteration 205Q: 3 clusters Score -1.892617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -18926158.000000 Penalty: 5881.569824
	Iteration 206Q: 3 clusters Score -1.892616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -18926170.000000 Penalty: 5881.569824
	Iteration 207Q: 3 clusters Score -1.892617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -18926168.000000 Penalty: 5881.569824
	Iteration 208Q: 3 clusters Score -1.892617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 132292 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 209Q: 3 clusters Score -1.892618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 132299 members 
Entering Unmasked Estep 
Score: -18926176.000000 Penalty: 5881.569824
	Iteration 210Q: 3 clusters Score -1.892618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -18926180.000000 Penalty: 5881.569824
	Iteration 211Q: 3 clusters Score -1.892618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -18926180.000000 Penalty: 5881.569824
	Iteration 212Q: 3 clusters Score -1.892618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 213Q: 3 clusters Score -1.892618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 132321 members 
Entering Unmasked Estep 
Score: -18926188.000000 Penalty: 5881.569824
	Iteration 214Q: 3 clusters Score -1.892619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -18926172.000000 Penalty: 5881.569824
	Iteration 215Q: 3 clusters Score -1.892617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 132332 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 216Q: 3 clusters Score -1.892618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -18926186.000000 Penalty: 5881.569824
	Iteration 217Q: 3 clusters Score -1.892619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 132352 members 
Entering Unmasked Estep 
Score: -18926168.000000 Penalty: 5881.569824
	Iteration 218Q: 3 clusters Score -1.892617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -18926160.000000 Penalty: 5881.569824
	Iteration 219Q: 3 clusters Score -1.892616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -18926178.000000 Penalty: 5881.569824
	Iteration 220F: 3 clusters Score -1.892618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 132366 members 
Entering Unmasked Estep 
Score: -18926182.000000 Penalty: 5881.569824
	Iteration 221Q: 3 clusters Score -1.892618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -18926194.000000 Penalty: 5881.569824
	Iteration 222Q: 3 clusters Score -1.892619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -18926190.000000 Penalty: 5881.569824
	Iteration 223Q: 3 clusters Score -1.892619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 132373 members 
Entering Unmasked Estep 
Score: -18926194.000000 Penalty: 5881.569824
	Iteration 224Q: 3 clusters Score -1.892619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 132374 members 
Entering Unmasked Estep 
Score: -18926198.000000 Penalty: 5881.569824
	Iteration 225Q: 3 clusters Score -1.89262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 132374 members 
Entering Unmasked Estep 
Score: -18926198.000000 Penalty: 5881.569824
	Iteration 226F: 3 clusters Score -1.89262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Entering Unmasked Estep 
Score: -6865258.500000 Penalty: 2685.973877
	Iteration 0F: 2 clusters Score -6865258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -6831259.500000 Penalty: 5371.947754
	Iteration 0F: 3 clusters Score -6831260 nChanged 23358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6844142.500000 Penalty: 5371.947754
	Iteration 1F: 3 clusters Score -6844142 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6844580.000000 Penalty: 5371.947754
	Iteration 2Q: 3 clusters Score -6844580 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6844938.000000 Penalty: 5371.947754
	Iteration 3Q: 3 clusters Score -6844938 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -6845285.000000 Penalty: 5371.947754
	Iteration 4Q: 3 clusters Score -6845285 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6845600.000000 Penalty: 5371.947754
	Iteration 5Q: 3 clusters Score -6845600 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6845990.000000 Penalty: 5371.947754
	Iteration 6Q: 3 clusters Score -6845990 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -6846459.500000 Penalty: 5371.947754
	Iteration 7Q: 3 clusters Score -6846460 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6846991.500000 Penalty: 5371.947754
	Iteration 8Q: 3 clusters Score -6846992 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -6847695.500000 Penalty: 5371.947754
	Iteration 9Q: 3 clusters Score -6847696 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6848624.500000 Penalty: 5371.947754
	Iteration 10Q: 3 clusters Score -6848624 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -6849934.000000 Penalty: 5371.947754
	Iteration 11Q: 3 clusters Score -6849934 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -6851837.000000 Penalty: 5371.947754
	Iteration 12F: 3 clusters Score -6851837 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -6854551.500000 Penalty: 5371.947754
	Iteration 13F: 3 clusters Score -6854552 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6857628.000000 Penalty: 5371.947754
	Iteration 14F: 3 clusters Score -6857628 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6860164.500000 Penalty: 5371.947754
	Iteration 15F: 3 clusters Score -6860164 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6861732.500000 Penalty: 5371.947754
	Iteration 16Q: 3 clusters Score -6861732 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -6862511.000000 Penalty: 5371.947754
	Iteration 17Q: 3 clusters Score -6862511 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -6862823.000000 Penalty: 5371.947754
	Iteration 18Q: 3 clusters Score -6862823 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6863028.500000 Penalty: 5371.947754
	Iteration 19Q: 3 clusters Score -6863028 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6863143.000000 Penalty: 5371.947754
	Iteration 20F: 3 clusters Score -6863143 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -6863205.000000 Penalty: 5371.947754
	Iteration 21Q: 3 clusters Score -6863205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -6863253.500000 Penalty: 5371.947754
	Iteration 22Q: 3 clusters Score -6863254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6863296.000000 Penalty: 5371.947754
	Iteration 23Q: 3 clusters Score -6863296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -6863301.000000 Penalty: 5371.947754
	Iteration 24Q: 3 clusters Score -6863301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6863315.500000 Penalty: 5371.947754
	Iteration 25Q: 3 clusters Score -6863316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -6863314.500000 Penalty: 5371.947754
	Iteration 26Q: 3 clusters Score -6863314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6863324.000000 Penalty: 5371.947754
	Iteration 27Q: 3 clusters Score -6863324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6863329.500000 Penalty: 5371.947754
	Iteration 28Q: 3 clusters Score -6863330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6863333.500000 Penalty: 5371.947754
	Iteration 29Q: 3 clusters Score -6863334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6863329.500000 Penalty: 5371.947754
	Iteration 30Q: 3 clusters Score -6863330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6863327.500000 Penalty: 5371.947754
	Iteration 31Q: 3 clusters Score -6863328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6863330.500000 Penalty: 5371.947754
	Iteration 32Q: 3 clusters Score -6863330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -6863343.500000 Penalty: 5371.947754
	Iteration 33Q: 3 clusters Score -6863344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6863337.500000 Penalty: 5371.947754
	Iteration 34Q: 3 clusters Score -6863338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6863345.500000 Penalty: 5371.947754
	Iteration 35Q: 3 clusters Score -6863346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6863352.000000 Penalty: 5371.947754
	Iteration 36Q: 3 clusters Score -6863352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6863344.000000 Penalty: 5371.947754
	Iteration 37Q: 3 clusters Score -6863344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -6863342.000000 Penalty: 5371.947754
	Iteration 38Q: 3 clusters Score -6863342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6863336.000000 Penalty: 5371.947754
	Iteration 39Q: 3 clusters Score -6863336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -6863348.500000 Penalty: 5371.947754
	Iteration 40F: 3 clusters Score -6863348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -6863354.000000 Penalty: 5371.947754
	Iteration 41Q: 3 clusters Score -6863354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6863356.500000 Penalty: 5371.947754
	Iteration 42Q: 3 clusters Score -6863356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6863355.000000 Penalty: 5371.947754
	Iteration 43Q: 3 clusters Score -6863355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -6863357.500000 Penalty: 5371.947754
	Iteration 44Q: 3 clusters Score -6863358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -6863349.000000 Penalty: 5371.947754
	Iteration 45Q: 3 clusters Score -6863349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6863356.500000 Penalty: 5371.947754
	Iteration 46Q: 3 clusters Score -6863356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -6863359.500000 Penalty: 5371.947754
	Iteration 47Q: 3 clusters Score -6863360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -6863362.500000 Penalty: 5371.947754
	Iteration 48Q: 3 clusters Score -6863362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -6863367.500000 Penalty: 5371.947754
	Iteration 49Q: 3 clusters Score -6863368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -6863372.000000 Penalty: 5371.947754
	Iteration 50Q: 3 clusters Score -6863372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -6863368.000000 Penalty: 5371.947754
	Iteration 51Q: 3 clusters Score -6863368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6863367.500000 Penalty: 5371.947754
	Iteration 52Q: 3 clusters Score -6863368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6863373.000000 Penalty: 5371.947754
	Iteration 53Q: 3 clusters Score -6863373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6863377.000000 Penalty: 5371.947754
	Iteration 54Q: 3 clusters Score -6863377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6863375.000000 Penalty: 5371.947754
	Iteration 55Q: 3 clusters Score -6863375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6863375.000000 Penalty: 5371.947754
	Iteration 56F: 3 clusters Score -6863375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 151348 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 106148 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 131582 members 
Mstep: Class 9 contains 181167 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 156547 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 146257 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 28479 members 
Mstep: Class 19 contains 144837 members 
Mstep: Class 20 contains 141210 members 
Mstep: Class 22 contains 50541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364080.000000 Penalty: 73593.648438
Iteration 479Q: 22 clusters Score -1.803641e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 151145 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 106137 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 131445 members 
Mstep: Class 9 contains 181190 members 
Mstep: Class 10 contains 36298 members 
Mstep: Class 11 contains 156692 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 146346 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 28483 members 
Mstep: Class 19 contains 144932 members 
Mstep: Class 20 contains 141170 members 
Mstep: Class 22 contains 50552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364016.000000 Penalty: 73593.648438
Iteration 480F: 22 clusters Score -1.80364e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 150907 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 106136 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17457 members 
Mstep: Class 8 contains 131357 members 
Mstep: Class 9 contains 181208 members 
Mstep: Class 10 contains 36285 members 
Mstep: Class 11 contains 156808 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146458 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 145014 members 
Mstep: Class 20 contains 141134 members 
Mstep: Class 22 contains 50560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364064.000000 Penalty: 73593.648438
Iteration 481Q: 22 clusters Score -1.803641e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 150707 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 106145 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17456 members 
Mstep: Class 8 contains 131297 members 
Mstep: Class 9 contains 181224 members 
Mstep: Class 10 contains 36267 members 
Mstep: Class 11 contains 156895 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146537 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 28501 members 
Mstep: Class 19 contains 145102 members 
Mstep: Class 20 contains 141077 members 
Mstep: Class 22 contains 50581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364240.000000 Penalty: 73593.648438
Iteration 482Q: 22 clusters Score -1.803642e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 150485 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 106145 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17456 members 
Mstep: Class 8 contains 131263 members 
Mstep: Class 9 contains 181250 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 156960 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146617 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28511 members 
Mstep: Class 19 contains 145190 members 
Mstep: Class 20 contains 141020 members 
Mstep: Class 22 contains 50595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364256.000000 Penalty: 73593.648438
Iteration 483Q: 22 clusters Score -1.803643e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 150248 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 131245 members 
Mstep: Class 9 contains 181273 members 
Mstep: Class 10 contains 36246 members 
Mstep: Class 11 contains 157032 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146695 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 28520 members 
Mstep: Class 19 contains 145277 members 
Mstep: Class 20 contains 140988 members 
Mstep: Class 22 contains 50600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363888.000000 Penalty: 73593.648438
Iteration 484Q: 22 clusters Score -1.803639e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 149987 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106131 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 131266 members 
Mstep: Class 9 contains 181291 members 
Mstep: Class 10 contains 36222 members 
Mstep: Class 11 contains 157077 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146795 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28527 members 
Mstep: Class 19 contains 145373 members 
Mstep: Class 20 contains 140948 members 
Mstep: Class 22 contains 50603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363840.000000 Penalty: 73593.648438
Iteration 485Q: 22 clusters Score -1.803638e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 149741 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106141 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17447 members 
Mstep: Class 8 contains 131308 members 
Mstep: Class 9 contains 181323 members 
Mstep: Class 10 contains 36200 members 
Mstep: Class 11 contains 157155 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146871 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 145437 members 
Mstep: Class 20 contains 140904 members 
Mstep: Class 22 contains 50602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363952.000000 Penalty: 73593.648438
Iteration 486Q: 22 clusters Score -1.80364e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 149497 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106147 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17438 members 
Mstep: Class 8 contains 131374 members 
Mstep: Class 9 contains 181333 members 
Mstep: Class 10 contains 36189 members 
Mstep: Class 11 contains 157200 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 146939 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28537 members 
Mstep: Class 19 contains 145518 members 
Mstep: Class 20 contains 140853 members 
Mstep: Class 22 contains 50607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364064.000000 Penalty: 73593.648438
Iteration 487Q: 22 clusters Score -1.803641e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 149227 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106163 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17433 members 
Mstep: Class 8 contains 131443 members 
Mstep: Class 9 contains 181346 members 
Mstep: Class 10 contains 36178 members 
Mstep: Class 11 contains 157233 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147008 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 19 contains 145619 members 
Mstep: Class 20 contains 140816 members 
Mstep: Class 22 contains 50607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364640.000000 Penalty: 73593.648438
Iteration 488Q: 22 clusters Score -1.803646e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 148956 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106168 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17426 members 
Mstep: Class 8 contains 131532 members 
Mstep: Class 9 contains 181343 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 157266 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147075 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 145708 members 
Mstep: Class 20 contains 140792 members 
Mstep: Class 22 contains 50613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364688.000000 Penalty: 73593.648438
Iteration 489Q: 22 clusters Score -1.803647e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 148709 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106156 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17415 members 
Mstep: Class 8 contains 131618 members 
Mstep: Class 9 contains 181326 members 
Mstep: Class 10 contains 36163 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147150 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28557 members 
Mstep: Class 19 contains 145761 members 
Mstep: Class 20 contains 140805 members 
Mstep: Class 22 contains 50616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364448.000000 Penalty: 73593.648438
Iteration 490Q: 22 clusters Score -1.803644e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 148501 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106136 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17413 members 
Mstep: Class 8 contains 131704 members 
Mstep: Class 9 contains 181328 members 
Mstep: Class 10 contains 36152 members 
Mstep: Class 11 contains 157334 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147207 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28567 members 
Mstep: Class 19 contains 145809 members 
Mstep: Class 20 contains 140791 members 
Mstep: Class 22 contains 50625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364672.000000 Penalty: 73593.648438
Iteration 491Q: 22 clusters Score -1.803647e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 148294 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106120 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17408 members 
Mstep: Class 8 contains 131775 members 
Mstep: Class 9 contains 181318 members 
Mstep: Class 10 contains 36147 members 
Mstep: Class 11 contains 157367 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147253 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 19 contains 145871 members 
Mstep: Class 20 contains 140789 members 
Mstep: Class 22 contains 50634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364688.000000 Penalty: 73593.648438
Iteration 492Q: 22 clusters Score -1.803647e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 148100 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 106100 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17407 members 
Mstep: Class 8 contains 131868 members 
Mstep: Class 9 contains 181320 members 
Mstep: Class 10 contains 36141 members 
Mstep: Class 11 contains 157410 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147273 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28584 members 
Mstep: Class 19 contains 145924 members 
Mstep: Class 20 contains 140770 members 
Mstep: Class 22 contains 50633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364624.000000 Penalty: 73593.648438
Iteration 493Q: 22 clusters Score -1.803646e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 147899 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 106094 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17404 members 
Mstep: Class 8 contains 131949 members 
Mstep: Class 9 contains 181316 members 
Mstep: Class 10 contains 36139 members 
Mstep: Class 11 contains 157446 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147291 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28596 members 
Mstep: Class 19 contains 145961 members 
Mstep: Class 20 contains 140772 members 
Mstep: Class 22 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364752.000000 Penalty: 73593.648438
Iteration 494Q: 22 clusters Score -1.803648e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 147737 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106095 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17403 members 
Mstep: Class 8 contains 132028 members 
Mstep: Class 9 contains 181313 members 
Mstep: Class 10 contains 36140 members 
Mstep: Class 11 contains 157484 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147305 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28605 members 
Mstep: Class 19 contains 145989 members 
Mstep: Class 20 contains 140735 members 
Mstep: Class 22 contains 50643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364688.000000 Penalty: 73593.648438
Iteration 495Q: 22 clusters Score -1.803647e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 147605 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106102 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17401 members 
Mstep: Class 8 contains 132140 members 
Mstep: Class 9 contains 181303 members 
Mstep: Class 10 contains 36138 members 
Mstep: Class 11 contains 157514 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147319 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28616 members 
Mstep: Class 19 contains 146017 members 
Mstep: Class 20 contains 140663 members 
Mstep: Class 22 contains 50634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364624.000000 Penalty: 73593.648438
Iteration 496Q: 22 clusters Score -1.803646e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 147440 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106097 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17401 members 
Mstep: Class 8 contains 132255 members 
Mstep: Class 9 contains 181284 members 
Mstep: Class 10 contains 36139 members 
Mstep: Class 11 contains 157546 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147335 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28628 members 
Mstep: Class 19 contains 146035 members 
Mstep: Class 20 contains 140651 members 
Mstep: Class 22 contains 50621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364736.000000 Penalty: 73593.648438
Iteration 497Q: 22 clusters Score -1.803647e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 147310 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106088 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 132380 members 
Mstep: Class 9 contains 181272 members 
Mstep: Class 10 contains 36135 members 
Mstep: Class 11 contains 157576 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147352 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28631 members 
Mstep: Class 19 contains 146061 members 
Mstep: Class 20 contains 140586 members 
Mstep: Class 22 contains 50629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364848.000000 Penalty: 73593.648438
Iteration 498Q: 22 clusters Score -1.803648e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 147176 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106093 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17398 members 
Mstep: Class 8 contains 132520 members 
Mstep: Class 9 contains 181254 members 
Mstep: Class 10 contains 36124 members 
Mstep: Class 11 contains 157608 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147365 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28637 members 
Mstep: Class 19 contains 146072 members 
Mstep: Class 20 contains 140525 members 
Mstep: Class 22 contains 50627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364992.000000 Penalty: 73593.648438
Iteration 499Q: 22 clusters Score -1.80365e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 147011 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 106113 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 8 contains 132693 members 
Mstep: Class 9 contains 181235 members 
Mstep: Class 10 contains 36120 members 
Mstep: Class 11 contains 157622 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 147371 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 28638 members 
Mstep: Class 19 contains 146083 members 
Mstep: Class 20 contains 140481 members 
Mstep: Class 22 contains 50630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364992.000000 Penalty: 73593.648438
Iteration 500F: 22 clusters Score -1.80365e+08 nChanged 927
Maximum iterations exceeded
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -532418528.000000 Penalty: 79315.226562
23->22 Clusters: Score -532418528.000000, best is -532525216.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 59645 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 59698 members 
Mstep: Class 5 contains 59822 members 
Mstep: Class 6 contains 59174 members 
Mstep: Class 7 contains 59535 members 
Mstep: Class 8 contains 59583 members 
Mstep: Class 9 contains 59385 members 
Mstep: Class 10 contains 59480 members 
Mstep: Class 11 contains 58884 members 
Mstep: Class 12 contains 59760 members 
Mstep: Class 13 contains 59889 members 
Mstep: Class 14 contains 59858 members 
Mstep: Class 15 contains 59768 members 
Mstep: Class 16 contains 59562 members 
Mstep: Class 17 contains 59730 members 
Mstep: Class 18 contains 59555 members 
Mstep: Class 19 contains 59739 members 
Mstep: Class 20 contains 59648 members 
Mstep: Class 21 contains 59671 members 
Mstep: Class 22 contains 59572 members 
Mstep: Class 23 contains 59140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 240.680573 but Gain 3504.460938
Score: -174923664.000000 Penalty: 77098.109375
Iteration 0F: 23 clusters Score -1.749237e+08 nChanged 1306089
Entering Unmasked Mstep 
Mstep: Class 0 contains 2357 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 20452 members 
Mstep: Class 3 contains 27445 members 
Mstep: Class 4 contains 102984 members 
Mstep: Class 5 contains 81441 members 
Mstep: Class 6 contains 66305 members 
Mstep: Class 7 contains 17432 members 
Mstep: Class 8 contains 28891 members 
Mstep: Class 9 contains 98723 members 
Mstep: Class 11 contains 156402 members 
Mstep: Class 12 contains 38983 members 
Mstep: Class 13 contains 104549 members 
Mstep: Class 14 contains 69543 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 15767 members 
Mstep: Class 17 contains 9749 members 
Mstep: Class 18 contains 20304 members 
Mstep: Class 19 contains 39282 members 
Mstep: Class 20 contains 96991 members 
Mstep: Class 21 contains 99311 members 
Mstep: Class 22 contains 108020 members 
Mstep: Class 23 contains 44014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178397632.000000 Penalty: 77098.109375
Iteration 1F: 23 clusters Score -1.783976e+08 nChanged 439101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2306 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 16421 members 
Mstep: Class 4 contains 121159 members 
Mstep: Class 5 contains 88838 members 
Mstep: Class 6 contains 68380 members 
Mstep: Class 7 contains 12730 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 9 contains 103533 members 
Mstep: Class 11 contains 210786 members 
Mstep: Class 12 contains 33932 members 
Mstep: Class 13 contains 131873 members 
Mstep: Class 14 contains 43329 members 
Mstep: Class 15 contains 15241 members 
Mstep: Class 16 contains 10154 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 10611 members 
Mstep: Class 19 contains 24530 members 
Mstep: Class 20 contains 92739 members 
Mstep: Class 21 contains 92724 members 
Mstep: Class 22 contains 90511 members 
Mstep: Class 23 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178936816.000000 Penalty: 77098.109375
Iteration 2F: 23 clusters Score -1.789368e+08 nChanged 317289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 135311 members 
Mstep: Class 5 contains 85891 members 
Mstep: Class 6 contains 60335 members 
Mstep: Class 7 contains 7934 members 
Mstep: Class 8 contains 15225 members 
Mstep: Class 9 contains 116292 members 
Mstep: Class 11 contains 240748 members 
Mstep: Class 12 contains 27221 members 
Mstep: Class 13 contains 155316 members 
Mstep: Class 14 contains 25685 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 102886 members 
Mstep: Class 21 contains 90028 members 
Mstep: Class 22 contains 83541 members 
Mstep: Class 23 contains 27058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3128.063232 but Gain 3504.460938
Score: -179215680.000000 Penalty: 73593.648438
Iteration 3F: 22 clusters Score -1.792157e+08 nChanged 249853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1312 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 151903 members 
Mstep: Class 5 contains 79356 members 
Mstep: Class 6 contains 51520 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 129639 members 
Mstep: Class 11 contains 227009 members 
Mstep: Class 12 contains 22077 members 
Mstep: Class 13 contains 178889 members 
Mstep: Class 14 contains 15155 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 5702 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 128399 members 
Mstep: Class 21 contains 85763 members 
Mstep: Class 22 contains 81376 members 
Mstep: Class 23 contains 21601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2437.410400 but Gain 3504.460938
Score: -179454192.000000 Penalty: 70089.187500
Iteration 4F: 21 clusters Score -1.794542e+08 nChanged 212606
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 4 contains 168643 members 
Mstep: Class 5 contains 69854 members 
Mstep: Class 6 contains 42727 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 138821 members 
Mstep: Class 11 contains 199981 members 
Mstep: Class 12 contains 18133 members 
Mstep: Class 13 contains 201520 members 
Mstep: Class 14 contains 8535 members 
Mstep: Class 15 contains 3736 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 163083 members 
Mstep: Class 21 contains 78782 members 
Mstep: Class 22 contains 75222 members 
Mstep: Class 23 contains 18368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2346.930420 but Gain 3504.453125
Score: -179666000.000000 Penalty: 66584.734375
Iteration 5F: 20 clusters Score -1.79666e+08 nChanged 192481
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 159023 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 4 contains 183929 members 
Mstep: Class 5 contains 59247 members 
Mstep: Class 6 contains 34633 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 144552 members 
Mstep: Class 11 contains 174952 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 217597 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 205211 members 
Mstep: Class 21 contains 71266 members 
Mstep: Class 22 contains 62942 members 
Mstep: Class 23 contains 16356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1979.758423 but Gain 3504.464844
Score: -179815168.000000 Penalty: 63080.269531
Iteration 6F: 19 clusters Score -1.798152e+08 nChanged 175794
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 4 contains 196614 members 
Mstep: Class 5 contains 49865 members 
Mstep: Class 6 contains 28261 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 148099 members 
Mstep: Class 11 contains 155532 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 222834 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 3775 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 252962 members 
Mstep: Class 21 contains 64914 members 
Mstep: Class 22 contains 46596 members 
Mstep: Class 23 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1469.442627 but Gain 3504.457031
Score: -179927648.000000 Penalty: 59575.812500
Iteration 7F: 18 clusters Score -1.799276e+08 nChanged 154797
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 4 contains 205056 members 
Mstep: Class 5 contains 42003 members 
Mstep: Class 6 contains 23584 members 
Mstep: Class 9 contains 150271 members 
Mstep: Class 11 contains 142236 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 217152 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 300492 members 
Mstep: Class 21 contains 60712 members 
Mstep: Class 22 contains 30506 members 
Mstep: Class 23 contains 13528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1465.185181 but Gain 3504.460938
Score: -179975824.000000 Penalty: 56071.351562
Iteration 8F: 17 clusters Score -1.799758e+08 nChanged 133223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 4 contains 212829 members 
Mstep: Class 5 contains 36027 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 9 contains 152233 members 
Mstep: Class 11 contains 137776 members 
Mstep: Class 12 contains 8228 members 
Mstep: Class 13 contains 208738 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 323497 members 
Mstep: Class 21 contains 60613 members 
Mstep: Class 22 contains 20148 members 
Mstep: Class 23 contains 12576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2879.158691 but Gain 3504.457031
Score: -179966192.000000 Penalty: 52566.894531
Iteration 9F: 16 clusters Score -1.799662e+08 nChanged 106135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 4 contains 220803 members 
Mstep: Class 5 contains 32070 members 
Mstep: Class 6 contains 17674 members 
Mstep: Class 9 contains 154735 members 
Mstep: Class 11 contains 137832 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 204944 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 318252 members 
Mstep: Class 21 contains 62657 members 
Mstep: Class 22 contains 14756 members 
Mstep: Class 23 contains 12368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179995008.000000 Penalty: 52566.894531
Iteration 10F: 16 clusters Score -1.79995e+08 nChanged 81070
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192731 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 4 contains 224075 members 
Mstep: Class 5 contains 30016 members 
Mstep: Class 6 contains 15946 members 
Mstep: Class 9 contains 156363 members 
Mstep: Class 11 contains 137539 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 201744 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 310498 members 
Mstep: Class 21 contains 64006 members 
Mstep: Class 22 contains 11444 members 
Mstep: Class 23 contains 12361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180020032.000000 Penalty: 52566.894531
Iteration 11F: 16 clusters Score -1.8002e+08 nChanged 68293
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 204600 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 4 contains 224009 members 
Mstep: Class 5 contains 29442 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 9 contains 157528 members 
Mstep: Class 11 contains 137533 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 198434 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 303822 members 
Mstep: Class 21 contains 65029 members 
Mstep: Class 22 contains 9450 members 
Mstep: Class 23 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180037152.000000 Penalty: 52566.894531
Iteration 12Q: 16 clusters Score -1.800372e+08 nChanged 58683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213129 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 4 contains 221856 members 
Mstep: Class 5 contains 29751 members 
Mstep: Class 6 contains 14444 members 
Mstep: Class 9 contains 159125 members 
Mstep: Class 11 contains 138335 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 195245 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 298384 members 
Mstep: Class 21 contains 65886 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 13051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180050992.000000 Penalty: 52566.894531
Iteration 13Q: 16 clusters Score -1.80051e+08 nChanged 51658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 217848 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 4 contains 218823 members 
Mstep: Class 5 contains 30738 members 
Mstep: Class 6 contains 14244 members 
Mstep: Class 9 contains 161360 members 
Mstep: Class 11 contains 140111 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 192055 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 294276 members 
Mstep: Class 21 contains 66677 members 
Mstep: Class 22 contains 7606 members 
Mstep: Class 23 contains 13664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180063296.000000 Penalty: 52566.894531
Iteration 14Q: 16 clusters Score -1.800633e+08 nChanged 46185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 219616 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 4 contains 215229 members 
Mstep: Class 5 contains 32110 members 
Mstep: Class 6 contains 14302 members 
Mstep: Class 9 contains 164154 members 
Mstep: Class 11 contains 143297 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 188806 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 290648 members 
Mstep: Class 21 contains 67297 members 
Mstep: Class 22 contains 7186 members 
Mstep: Class 23 contains 14402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180075744.000000 Penalty: 52566.894531
Iteration 15Q: 16 clusters Score -1.800757e+08 nChanged 42488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 219494 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 4 contains 211334 members 
Mstep: Class 5 contains 33761 members 
Mstep: Class 6 contains 14464 members 
Mstep: Class 9 contains 167291 members 
Mstep: Class 11 contains 147474 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 185510 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 20 contains 287191 members 
Mstep: Class 21 contains 67705 members 
Mstep: Class 22 contains 6963 members 
Mstep: Class 23 contains 15265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180091104.000000 Penalty: 52566.894531
Iteration 16Q: 16 clusters Score -1.800911e+08 nChanged 40733
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 218061 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 4 contains 207206 members 
Mstep: Class 5 contains 35625 members 
Mstep: Class 6 contains 14763 members 
Mstep: Class 9 contains 170862 members 
Mstep: Class 11 contains 152429 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 181646 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 19 contains 2816 members 
Mstep: Class 20 contains 284042 members 
Mstep: Class 21 contains 67886 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 16210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180107088.000000 Penalty: 52566.894531
Iteration 17Q: 16 clusters Score -1.801071e+08 nChanged 39413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 215808 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 4 contains 202951 members 
Mstep: Class 5 contains 37551 members 
Mstep: Class 6 contains 15044 members 
Mstep: Class 9 contains 174726 members 
Mstep: Class 11 contains 157822 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 177421 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 281347 members 
Mstep: Class 21 contains 67836 members 
Mstep: Class 22 contains 6854 members 
Mstep: Class 23 contains 17232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180123024.000000 Penalty: 52566.894531
Iteration 18Q: 16 clusters Score -1.80123e+08 nChanged 38638
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213230 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 5 contains 39688 members 
Mstep: Class 6 contains 15372 members 
Mstep: Class 9 contains 178331 members 
Mstep: Class 11 contains 163128 members 
Mstep: Class 12 contains 8218 members 
Mstep: Class 13 contains 172931 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 278661 members 
Mstep: Class 21 contains 67621 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 18423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180140288.000000 Penalty: 52566.894531
Iteration 19Q: 16 clusters Score -1.801403e+08 nChanged 38212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 210558 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 195632 members 
Mstep: Class 5 contains 41812 members 
Mstep: Class 6 contains 15701 members 
Mstep: Class 9 contains 181118 members 
Mstep: Class 11 contains 167993 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 168771 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 276104 members 
Mstep: Class 21 contains 67342 members 
Mstep: Class 22 contains 7119 members 
Mstep: Class 23 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180156896.000000 Penalty: 52566.894531
Iteration 20F: 16 clusters Score -1.801569e+08 nChanged 37407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 207649 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 192737 members 
Mstep: Class 5 contains 44271 members 
Mstep: Class 6 contains 15897 members 
Mstep: Class 9 contains 182752 members 
Mstep: Class 11 contains 172516 members 
Mstep: Class 12 contains 9760 members 
Mstep: Class 13 contains 165593 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 273664 members 
Mstep: Class 21 contains 67010 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 20875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180171872.000000 Penalty: 52566.894531
Iteration 21Q: 16 clusters Score -1.801719e+08 nChanged 36477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 204534 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 4 contains 189970 members 
Mstep: Class 5 contains 46908 members 
Mstep: Class 6 contains 16074 members 
Mstep: Class 9 contains 183364 members 
Mstep: Class 11 contains 176130 members 
Mstep: Class 12 contains 10617 members 
Mstep: Class 13 contains 163683 members 
Mstep: Class 17 contains 5957 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 271776 members 
Mstep: Class 21 contains 66622 members 
Mstep: Class 22 contains 7394 members 
Mstep: Class 23 contains 22206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180184848.000000 Penalty: 52566.894531
Iteration 22Q: 16 clusters Score -1.801848e+08 nChanged 34306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 201744 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 4 contains 187518 members 
Mstep: Class 5 contains 49803 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 9 contains 182548 members 
Mstep: Class 11 contains 178641 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 163200 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 270089 members 
Mstep: Class 21 contains 66250 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 23581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180197008.000000 Penalty: 52566.894531
Iteration 23Q: 16 clusters Score -1.80197e+08 nChanged 31930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 199266 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 4 contains 185747 members 
Mstep: Class 5 contains 52678 members 
Mstep: Class 6 contains 16104 members 
Mstep: Class 9 contains 180507 members 
Mstep: Class 11 contains 179981 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 163704 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 268627 members 
Mstep: Class 21 contains 65939 members 
Mstep: Class 22 contains 7762 members 
Mstep: Class 23 contains 24984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180208144.000000 Penalty: 52566.894531
Iteration 24Q: 16 clusters Score -1.802081e+08 nChanged 29478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 197481 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 4 contains 184625 members 
Mstep: Class 5 contains 55697 members 
Mstep: Class 6 contains 16054 members 
Mstep: Class 9 contains 177427 members 
Mstep: Class 11 contains 180271 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 164894 members 
Mstep: Class 17 contains 7855 members 
Mstep: Class 19 contains 3251 members 
Mstep: Class 20 contains 267153 members 
Mstep: Class 21 contains 65651 members 
Mstep: Class 22 contains 7979 members 
Mstep: Class 23 contains 26313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180216768.000000 Penalty: 52566.894531
Iteration 25Q: 16 clusters Score -1.802168e+08 nChanged 26926
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 196047 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 4 contains 184059 members 
Mstep: Class 5 contains 58815 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 9 contains 173773 members 
Mstep: Class 11 contains 179859 members 
Mstep: Class 12 contains 14863 members 
Mstep: Class 13 contains 166605 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 265305 members 
Mstep: Class 21 contains 65329 members 
Mstep: Class 22 contains 8254 members 
Mstep: Class 23 contains 27665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180224352.000000 Penalty: 52566.894531
Iteration 26Q: 16 clusters Score -1.802244e+08 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 194873 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 183775 members 
Mstep: Class 5 contains 61998 members 
Mstep: Class 6 contains 15835 members 
Mstep: Class 9 contains 170042 members 
Mstep: Class 11 contains 178669 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 168601 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 263426 members 
Mstep: Class 21 contains 64969 members 
Mstep: Class 22 contains 8565 members 
Mstep: Class 23 contains 29009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180232320.000000 Penalty: 52566.894531
Iteration 27Q: 16 clusters Score -1.802323e+08 nChanged 23379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 194053 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 4 contains 183756 members 
Mstep: Class 5 contains 65190 members 
Mstep: Class 6 contains 15720 members 
Mstep: Class 9 contains 166394 members 
Mstep: Class 11 contains 176983 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 170608 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 261378 members 
Mstep: Class 21 contains 64579 members 
Mstep: Class 22 contains 8949 members 
Mstep: Class 23 contains 30300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180238816.000000 Penalty: 52566.894531
Iteration 28Q: 16 clusters Score -1.802388e+08 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 183737 members 
Mstep: Class 5 contains 68339 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 9 contains 163333 members 
Mstep: Class 11 contains 175197 members 
Mstep: Class 12 contains 18409 members 
Mstep: Class 13 contains 172306 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 259293 members 
Mstep: Class 21 contains 64202 members 
Mstep: Class 22 contains 9310 members 
Mstep: Class 23 contains 31484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180244800.000000 Penalty: 52566.894531
Iteration 29Q: 16 clusters Score -1.802448e+08 nChanged 21147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192785 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 183672 members 
Mstep: Class 5 contains 71346 members 
Mstep: Class 6 contains 15536 members 
Mstep: Class 9 contains 160649 members 
Mstep: Class 11 contains 173399 members 
Mstep: Class 12 contains 19614 members 
Mstep: Class 13 contains 173844 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 257114 members 
Mstep: Class 21 contains 63798 members 
Mstep: Class 22 contains 9674 members 
Mstep: Class 23 contains 32563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180249904.000000 Penalty: 52566.894531
Iteration 30Q: 16 clusters Score -1.802499e+08 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 192299 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 183732 members 
Mstep: Class 5 contains 74223 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 9 contains 158365 members 
Mstep: Class 11 contains 171538 members 
Mstep: Class 12 contains 20889 members 
Mstep: Class 13 contains 175199 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 19 contains 3357 members 
Mstep: Class 20 contains 254770 members 
Mstep: Class 21 contains 63439 members 
Mstep: Class 22 contains 10042 members 
Mstep: Class 23 contains 33586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180254480.000000 Penalty: 52566.894531
Iteration 31Q: 16 clusters Score -1.802545e+08 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 191750 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 4 contains 183913 members 
Mstep: Class 5 contains 77017 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 9 contains 156530 members 
Mstep: Class 11 contains 169734 members 
Mstep: Class 12 contains 22303 members 
Mstep: Class 13 contains 176345 members 
Mstep: Class 17 contains 11905 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 252249 members 
Mstep: Class 21 contains 63065 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 34552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180258912.000000 Penalty: 52566.894531
Iteration 32Q: 16 clusters Score -1.802589e+08 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 4 contains 183905 members 
Mstep: Class 5 contains 79631 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 9 contains 155065 members 
Mstep: Class 11 contains 168067 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 177213 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 249750 members 
Mstep: Class 21 contains 62689 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 35448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180262720.000000 Penalty: 52566.894531
Iteration 33Q: 16 clusters Score -1.802627e+08 nChanged 17272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 4 contains 183825 members 
Mstep: Class 5 contains 82117 members 
Mstep: Class 6 contains 14827 members 
Mstep: Class 9 contains 154037 members 
Mstep: Class 11 contains 166443 members 
Mstep: Class 12 contains 25258 members 
Mstep: Class 13 contains 177849 members 
Mstep: Class 17 contains 12717 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 247358 members 
Mstep: Class 21 contains 62335 members 
Mstep: Class 22 contains 11191 members 
Mstep: Class 23 contains 36246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180265888.000000 Penalty: 52566.894531
Iteration 34Q: 16 clusters Score -1.802659e+08 nChanged 16571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 190184 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 4 contains 183718 members 
Mstep: Class 5 contains 84397 members 
Mstep: Class 6 contains 14681 members 
Mstep: Class 9 contains 153365 members 
Mstep: Class 11 contains 164749 members 
Mstep: Class 12 contains 26773 members 
Mstep: Class 13 contains 178296 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 245173 members 
Mstep: Class 21 contains 61987 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 36983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180269840.000000 Penalty: 52566.894531
Iteration 35Q: 16 clusters Score -1.802698e+08 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 4 contains 183475 members 
Mstep: Class 5 contains 86568 members 
Mstep: Class 6 contains 14502 members 
Mstep: Class 9 contains 152775 members 
Mstep: Class 11 contains 163176 members 
Mstep: Class 12 contains 28263 members 
Mstep: Class 13 contains 178782 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 243158 members 
Mstep: Class 21 contains 61691 members 
Mstep: Class 22 contains 11951 members 
Mstep: Class 23 contains 37684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180272896.000000 Penalty: 52566.894531
Iteration 36Q: 16 clusters Score -1.802729e+08 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 4 contains 183267 members 
Mstep: Class 5 contains 88636 members 
Mstep: Class 6 contains 14342 members 
Mstep: Class 9 contains 152306 members 
Mstep: Class 11 contains 161645 members 
Mstep: Class 12 contains 29692 members 
Mstep: Class 13 contains 179123 members 
Mstep: Class 17 contains 13531 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 241276 members 
Mstep: Class 21 contains 61419 members 
Mstep: Class 22 contains 12317 members 
Mstep: Class 23 contains 38275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180276256.000000 Penalty: 52566.894531
Iteration 37Q: 16 clusters Score -1.802763e+08 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 4 contains 182927 members 
Mstep: Class 5 contains 90566 members 
Mstep: Class 6 contains 14153 members 
Mstep: Class 9 contains 151987 members 
Mstep: Class 11 contains 160422 members 
Mstep: Class 12 contains 31064 members 
Mstep: Class 13 contains 179443 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 239493 members 
Mstep: Class 21 contains 61161 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 38798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180278480.000000 Penalty: 52566.894531
Iteration 38Q: 16 clusters Score -1.802785e+08 nChanged 13453
Entering ConstructFrom: 
Score: -180278480.000000 Penalty: 52566.894531
Entering ConstructFrom: 
Trying to split cluster 1 (188074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Entering Unmasked Estep 
Score: -25255882.000000 Penalty: 3011.858398
	Iteration 0F: 2 clusters Score -2.525588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -25135130.000000 Penalty: 6023.716797
	Iteration 0F: 3 clusters Score -2.513513e+07 nChanged 90388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -25188542.000000 Penalty: 6023.716797
	Iteration 1F: 3 clusters Score -2.518854e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -25190136.000000 Penalty: 6023.716797
	Iteration 2Q: 3 clusters Score -2.519014e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -25192900.000000 Penalty: 6023.716797
	Iteration 3Q: 3 clusters Score -2.51929e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -25198732.000000 Penalty: 6023.716797
	Iteration 4F: 3 clusters Score -2.519873e+07 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 137344 members 
Entering Unmasked Estep 
Score: -25209266.000000 Penalty: 6023.716797
	Iteration 5F: 3 clusters Score -2.520927e+07 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -25224796.000000 Penalty: 6023.716797
	Iteration 6F: 3 clusters Score -2.52248e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -25239854.000000 Penalty: 6023.716797
	Iteration 7F: 3 clusters Score -2.523985e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 181175 members 
Entering Unmasked Estep 
Score: -25248658.000000 Penalty: 6023.716797
	Iteration 8F: 3 clusters Score -2.524866e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 185323 members 
Entering Unmasked Estep 
Score: -25251886.000000 Penalty: 6023.716797
	Iteration 9Q: 3 clusters Score -2.525189e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 186701 members 
Entering Unmasked Estep 
Score: -25252906.000000 Penalty: 6023.716797
	Iteration 10Q: 3 clusters Score -2.525291e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 187135 members 
Entering Unmasked Estep 
Score: -25253254.000000 Penalty: 6023.716797
	Iteration 11Q: 3 clusters Score -2.525325e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 187284 members 
Entering Unmasked Estep 
Score: -25253406.000000 Penalty: 6023.716797
	Iteration 12Q: 3 clusters Score -2.525341e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 187356 members 
Entering Unmasked Estep 
Score: -25253514.000000 Penalty: 6023.716797
	Iteration 13Q: 3 clusters Score -2.525351e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 187391 members 
Entering Unmasked Estep 
Score: -25253598.000000 Penalty: 6023.716797
	Iteration 14Q: 3 clusters Score -2.52536e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 187408 members 
Entering Unmasked Estep 
Score: -25253658.000000 Penalty: 6023.716797
	Iteration 15Q: 3 clusters Score -2.525366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 187420 members 
Entering Unmasked Estep 
Score: -25253720.000000 Penalty: 6023.716797
	Iteration 16Q: 3 clusters Score -2.525372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 187425 members 
Entering Unmasked Estep 
Score: -25253760.000000 Penalty: 6023.716797
	Iteration 17Q: 3 clusters Score -2.525376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 187425 members 
Entering Unmasked Estep 
Score: -25253776.000000 Penalty: 6023.716797
	Iteration 18Q: 3 clusters Score -2.525378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 187425 members 
Entering Unmasked Estep 
Score: -25253808.000000 Penalty: 6023.716797
	Iteration 19Q: 3 clusters Score -2.525381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 187422 members 
Entering Unmasked Estep 
Score: -25253790.000000 Penalty: 6023.716797
	Iteration 20F: 3 clusters Score -2.525379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 187421 members 
Entering Unmasked Estep 
Score: -25253806.000000 Penalty: 6023.716797
	Iteration 21Q: 3 clusters Score -2.525381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 187419 members 
Entering Unmasked Estep 
Score: -25253812.000000 Penalty: 6023.716797
	Iteration 22Q: 3 clusters Score -2.525381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 187413 members 
Entering Unmasked Estep 
Score: -25253840.000000 Penalty: 6023.716797
	Iteration 23Q: 3 clusters Score -2.525384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -25253840.000000 Penalty: 6023.716797
	Iteration 24Q: 3 clusters Score -2.525384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -25253854.000000 Penalty: 6023.716797
	Iteration 25Q: 3 clusters Score -2.525385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 26Q: 3 clusters Score -2.525385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 187418 members 
Entering Unmasked Estep 
Score: -25253854.000000 Penalty: 6023.716797
	Iteration 27Q: 3 clusters Score -2.525385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 187423 members 
Entering Unmasked Estep 
Score: -25253862.000000 Penalty: 6023.716797
	Iteration 28Q: 3 clusters Score -2.525386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 187424 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 29Q: 3 clusters Score -2.525385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 187426 members 
Entering Unmasked Estep 
Score: -25253850.000000 Penalty: 6023.716797
	Iteration 30Q: 3 clusters Score -2.525385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 187428 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 31Q: 3 clusters Score -2.525385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 187429 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 32Q: 3 clusters Score -2.525385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 187427 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 33Q: 3 clusters Score -2.525385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 187427 members 
Entering Unmasked Estep 
Score: -25253852.000000 Penalty: 6023.716797
	Iteration 34F: 3 clusters Score -2.525385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -266962.687500 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -266962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -264445.437500 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -264445.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -268727.062500 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -268727.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -271416.031250 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -271416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -272904.406250 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -272904.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274809.031250 Penalty: 3870.301270
	Iteration 4F: 3 clusters Score -274809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -276535.343750 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -276535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -276549.968750 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -276550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276552.875000 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -276552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276554.218750 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -276554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276554.875000 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -276554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276554.875000 Penalty: 3870.301270
	Iteration 10F: 3 clusters Score -276554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 182567 members 
Mstep: Class 5 contains 92432 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 9 contains 151773 members 
Mstep: Class 11 contains 159276 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 179627 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 237739 members 
Mstep: Class 21 contains 60889 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 23 contains 39301 members 
Entering Unmasked Estep 
Score: -180287264.000000 Penalty: 56071.351562
Splitting cluster 2 changes total score from -180278480.000000 to -180287264.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (182567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Entering Unmasked Estep 
Score: -24605284.000000 Penalty: 3004.488525
	Iteration 0F: 2 clusters Score -2.460528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -24487844.000000 Penalty: 6008.977051
	Iteration 0F: 3 clusters Score -2.448784e+07 nChanged 87783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -24539728.000000 Penalty: 6008.977051
	Iteration 1F: 3 clusters Score -2.453973e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -24540640.000000 Penalty: 6008.977051
	Iteration 2Q: 3 clusters Score -2.454064e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -24541884.000000 Penalty: 6008.977051
	Iteration 3Q: 3 clusters Score -2.454188e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -24543490.000000 Penalty: 6008.977051
	Iteration 4Q: 3 clusters Score -2.454349e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -24545974.000000 Penalty: 6008.977051
	Iteration 5Q: 3 clusters Score -2.454597e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -24550480.000000 Penalty: 6008.977051
	Iteration 6F: 3 clusters Score -2.455048e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -24557504.000000 Penalty: 6008.977051
	Iteration 7F: 3 clusters Score -2.45575e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -24568878.000000 Penalty: 6008.977051
	Iteration 8F: 3 clusters Score -2.456888e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -24581534.000000 Penalty: 6008.977051
	Iteration 9F: 3 clusters Score -2.458153e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -24591648.000000 Penalty: 6008.977051
	Iteration 10F: 3 clusters Score -2.459165e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -24597490.000000 Penalty: 6008.977051
	Iteration 11Q: 3 clusters Score -2.459749e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -24600242.000000 Penalty: 6008.977051
	Iteration 12Q: 3 clusters Score -2.460024e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 167789 members 
Entering Unmasked Estep 
Score: -24601506.000000 Penalty: 6008.977051
	Iteration 13Q: 3 clusters Score -2.460151e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -24602338.000000 Penalty: 6008.977051
	Iteration 14Q: 3 clusters Score -2.460234e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -24602900.000000 Penalty: 6008.977051
	Iteration 15Q: 3 clusters Score -2.46029e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 172675 members 
Entering Unmasked Estep 
Score: -24603188.000000 Penalty: 6008.977051
	Iteration 16Q: 3 clusters Score -2.460319e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -24603474.000000 Penalty: 6008.977051
	Iteration 17Q: 3 clusters Score -2.460347e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 174964 members 
Entering Unmasked Estep 
Score: -24603574.000000 Penalty: 6008.977051
	Iteration 18Q: 3 clusters Score -2.460357e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -24603628.000000 Penalty: 6008.977051
	Iteration 19Q: 3 clusters Score -2.460363e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 176762 members 
Entering Unmasked Estep 
Score: -24603680.000000 Penalty: 6008.977051
	Iteration 20F: 3 clusters Score -2.460368e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -24603704.000000 Penalty: 6008.977051
	Iteration 21Q: 3 clusters Score -2.46037e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -24603676.000000 Penalty: 6008.977051
	Iteration 22Q: 3 clusters Score -2.460368e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 178471 members 
Entering Unmasked Estep 
Score: -24603622.000000 Penalty: 6008.977051
	Iteration 23Q: 3 clusters Score -2.460362e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -24603600.000000 Penalty: 6008.977051
	Iteration 24Q: 3 clusters Score -2.46036e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -24603570.000000 Penalty: 6008.977051
	Iteration 25Q: 3 clusters Score -2.460357e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -24603616.000000 Penalty: 6008.977051
	Iteration 26Q: 3 clusters Score -2.460362e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -24603680.000000 Penalty: 6008.977051
	Iteration 27Q: 3 clusters Score -2.460368e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 179779 members 
Entering Unmasked Estep 
Score: -24603654.000000 Penalty: 6008.977051
	Iteration 28Q: 3 clusters Score -2.460365e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -24603636.000000 Penalty: 6008.977051
	Iteration 29Q: 3 clusters Score -2.460364e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -24603666.000000 Penalty: 6008.977051
	Iteration 30Q: 3 clusters Score -2.460367e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 180143 members 
Entering Unmasked Estep 
Score: -24603648.000000 Penalty: 6008.977051
	Iteration 31Q: 3 clusters Score -2.460365e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 180229 members 
Entering Unmasked Estep 
Score: -24603628.000000 Penalty: 6008.977051
	Iteration 32Q: 3 clusters Score -2.460363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 180295 members 
Entering Unmasked Estep 
Score: -24603608.000000 Penalty: 6008.977051
	Iteration 33Q: 3 clusters Score -2.460361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 180343 members 
Entering Unmasked Estep 
Score: -24603620.000000 Penalty: 6008.977051
	Iteration 34Q: 3 clusters Score -2.460362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 180385 members 
Entering Unmasked Estep 
Score: -24603566.000000 Penalty: 6008.977051
	Iteration 35Q: 3 clusters Score -2.460357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -24603560.000000 Penalty: 6008.977051
	Iteration 36Q: 3 clusters Score -2.460356e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 180478 members 
Entering Unmasked Estep 
Score: -24603544.000000 Penalty: 6008.977051
	Iteration 37Q: 3 clusters Score -2.460354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 180519 members 
Entering Unmasked Estep 
Score: -24603524.000000 Penalty: 6008.977051
	Iteration 38Q: 3 clusters Score -2.460352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -24603514.000000 Penalty: 6008.977051
	Iteration 39Q: 3 clusters Score -2.460351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 180587 members 
Entering Unmasked Estep 
Score: -24603502.000000 Penalty: 6008.977051
	Iteration 40F: 3 clusters Score -2.46035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 180616 members 
Entering Unmasked Estep 
Score: -24603518.000000 Penalty: 6008.977051
	Iteration 41Q: 3 clusters Score -2.460352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -24603502.000000 Penalty: 6008.977051
	Iteration 42Q: 3 clusters Score -2.46035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 180668 members 
Entering Unmasked Estep 
Score: -24603528.000000 Penalty: 6008.977051
	Iteration 43Q: 3 clusters Score -2.460353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -24603508.000000 Penalty: 6008.977051
	Iteration 44Q: 3 clusters Score -2.460351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 180714 members 
Entering Unmasked Estep 
Score: -24603532.000000 Penalty: 6008.977051
	Iteration 45Q: 3 clusters Score -2.460353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 180734 members 
Entering Unmasked Estep 
Score: -24603536.000000 Penalty: 6008.977051
	Iteration 46Q: 3 clusters Score -2.460354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -24603538.000000 Penalty: 6008.977051
	Iteration 47Q: 3 clusters Score -2.460354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 180765 members 
Entering Unmasked Estep 
Score: -24603538.000000 Penalty: 6008.977051
	Iteration 48Q: 3 clusters Score -2.460354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -24603542.000000 Penalty: 6008.977051
	Iteration 49Q: 3 clusters Score -2.460354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 180794 members 
Entering Unmasked Estep 
Score: -24603536.000000 Penalty: 6008.977051
	Iteration 50Q: 3 clusters Score -2.460354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 180800 members 
Entering Unmasked Estep 
Score: -24603538.000000 Penalty: 6008.977051
	Iteration 51Q: 3 clusters Score -2.460354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 180811 members 
Entering Unmasked Estep 
Score: -24603532.000000 Penalty: 6008.977051
	Iteration 52Q: 3 clusters Score -2.460353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 180822 members 
Entering Unmasked Estep 
Score: -24603536.000000 Penalty: 6008.977051
	Iteration 53Q: 3 clusters Score -2.460354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 180831 members 
Entering Unmasked Estep 
Score: -24603540.000000 Penalty: 6008.977051
	Iteration 54Q: 3 clusters Score -2.460354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 180838 members 
Entering Unmasked Estep 
Score: -24603544.000000 Penalty: 6008.977051
	Iteration 55Q: 3 clusters Score -2.460354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 180851 members 
Entering Unmasked Estep 
Score: -24603534.000000 Penalty: 6008.977051
	Iteration 56Q: 3 clusters Score -2.460353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 180863 members 
Entering Unmasked Estep 
Score: -24603544.000000 Penalty: 6008.977051
	Iteration 57Q: 3 clusters Score -2.460354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -24603558.000000 Penalty: 6008.977051
	Iteration 58Q: 3 clusters Score -2.460356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -24603548.000000 Penalty: 6008.977051
	Iteration 59Q: 3 clusters Score -2.460355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 180894 members 
Entering Unmasked Estep 
Score: -24603542.000000 Penalty: 6008.977051
	Iteration 60F: 3 clusters Score -2.460354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 180899 members 
Entering Unmasked Estep 
Score: -24603558.000000 Penalty: 6008.977051
	Iteration 61Q: 3 clusters Score -2.460356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -24603546.000000 Penalty: 6008.977051
	Iteration 62Q: 3 clusters Score -2.460355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 180912 members 
Entering Unmasked Estep 
Score: -24603552.000000 Penalty: 6008.977051
	Iteration 63Q: 3 clusters Score -2.460355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -24603562.000000 Penalty: 6008.977051
	Iteration 64Q: 3 clusters Score -2.460356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -24603550.000000 Penalty: 6008.977051
	Iteration 65Q: 3 clusters Score -2.460355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 180922 members 
Entering Unmasked Estep 
Score: -24603560.000000 Penalty: 6008.977051
	Iteration 66Q: 3 clusters Score -2.460356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 180925 members 
Entering Unmasked Estep 
Score: -24603574.000000 Penalty: 6008.977051
	Iteration 67Q: 3 clusters Score -2.460357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 180930 members 
Entering Unmasked Estep 
Score: -24603554.000000 Penalty: 6008.977051
	Iteration 68Q: 3 clusters Score -2.460355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -24603554.000000 Penalty: 6008.977051
	Iteration 69Q: 3 clusters Score -2.460355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 180940 members 
Entering Unmasked Estep 
Score: -24603550.000000 Penalty: 6008.977051
	Iteration 70Q: 3 clusters Score -2.460355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -24603552.000000 Penalty: 6008.977051
	Iteration 71Q: 3 clusters Score -2.460355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -24603556.000000 Penalty: 6008.977051
	Iteration 72Q: 3 clusters Score -2.460356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -24603566.000000 Penalty: 6008.977051
	Iteration 73Q: 3 clusters Score -2.460357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -24603558.000000 Penalty: 6008.977051
	Iteration 74Q: 3 clusters Score -2.460356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -24603558.000000 Penalty: 6008.977051
	Iteration 75F: 3 clusters Score -2.460356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Entering Unmasked Estep 
Score: -12518368.000000 Penalty: 2835.688721
	Iteration 0F: 2 clusters Score -1.251837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -12456475.000000 Penalty: 5671.377441
	Iteration 0F: 3 clusters Score -1.245648e+07 nChanged 43677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -12481996.000000 Penalty: 5671.377441
	Iteration 1F: 3 clusters Score -1.2482e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -12483343.000000 Penalty: 5671.377441
	Iteration 2Q: 3 clusters Score -1.248334e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -12485261.000000 Penalty: 5671.377441
	Iteration 3Q: 3 clusters Score -1.248526e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -12488420.000000 Penalty: 5671.377441
	Iteration 4F: 3 clusters Score -1.248842e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -12492862.000000 Penalty: 5671.377441
	Iteration 5F: 3 clusters Score -1.249286e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -12498737.000000 Penalty: 5671.377441
	Iteration 6F: 3 clusters Score -1.249874e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -12504173.000000 Penalty: 5671.377441
	Iteration 7F: 3 clusters Score -1.250417e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -12507412.000000 Penalty: 5671.377441
	Iteration 8F: 3 clusters Score -1.250741e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -12508836.000000 Penalty: 5671.377441
	Iteration 9Q: 3 clusters Score -1.250884e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -12509519.000000 Penalty: 5671.377441
	Iteration 10Q: 3 clusters Score -1.250952e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -12510077.000000 Penalty: 5671.377441
	Iteration 11Q: 3 clusters Score -1.251008e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -12510582.000000 Penalty: 5671.377441
	Iteration 12Q: 3 clusters Score -1.251058e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -12510949.000000 Penalty: 5671.377441
	Iteration 13Q: 3 clusters Score -1.251095e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -12511309.000000 Penalty: 5671.377441
	Iteration 14Q: 3 clusters Score -1.251131e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -12511796.000000 Penalty: 5671.377441
	Iteration 15Q: 3 clusters Score -1.25118e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -12512050.000000 Penalty: 5671.377441
	Iteration 16Q: 3 clusters Score -1.251205e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -12512348.000000 Penalty: 5671.377441
	Iteration 17Q: 3 clusters Score -1.251235e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -12512682.000000 Penalty: 5671.377441
	Iteration 18Q: 3 clusters Score -1.251268e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -12512979.000000 Penalty: 5671.377441
	Iteration 19Q: 3 clusters Score -1.251298e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -12513199.000000 Penalty: 5671.377441
	Iteration 20F: 3 clusters Score -1.25132e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -12513508.000000 Penalty: 5671.377441
	Iteration 21Q: 3 clusters Score -1.251351e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -12513747.000000 Penalty: 5671.377441
	Iteration 22Q: 3 clusters Score -1.251375e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -12514026.000000 Penalty: 5671.377441
	Iteration 23Q: 3 clusters Score -1.251403e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -12514274.000000 Penalty: 5671.377441
	Iteration 24Q: 3 clusters Score -1.251427e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -12514501.000000 Penalty: 5671.377441
	Iteration 25Q: 3 clusters Score -1.25145e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -12514719.000000 Penalty: 5671.377441
	Iteration 26Q: 3 clusters Score -1.251472e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -12514848.000000 Penalty: 5671.377441
	Iteration 27Q: 3 clusters Score -1.251485e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -12514975.000000 Penalty: 5671.377441
	Iteration 28Q: 3 clusters Score -1.251498e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -12515132.000000 Penalty: 5671.377441
	Iteration 29Q: 3 clusters Score -1.251513e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -12515219.000000 Penalty: 5671.377441
	Iteration 30Q: 3 clusters Score -1.251522e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -12515334.000000 Penalty: 5671.377441
	Iteration 31Q: 3 clusters Score -1.251533e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -12515429.000000 Penalty: 5671.377441
	Iteration 32Q: 3 clusters Score -1.251543e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -12515538.000000 Penalty: 5671.377441
	Iteration 33Q: 3 clusters Score -1.251554e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -12515573.000000 Penalty: 5671.377441
	Iteration 34Q: 3 clusters Score -1.251557e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -12515681.000000 Penalty: 5671.377441
	Iteration 35Q: 3 clusters Score -1.251568e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -12515782.000000 Penalty: 5671.377441
	Iteration 36Q: 3 clusters Score -1.251578e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -12515831.000000 Penalty: 5671.377441
	Iteration 37Q: 3 clusters Score -1.251583e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -12515906.000000 Penalty: 5671.377441
	Iteration 38Q: 3 clusters Score -1.251591e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -12515943.000000 Penalty: 5671.377441
	Iteration 39Q: 3 clusters Score -1.251594e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -12515989.000000 Penalty: 5671.377441
	Iteration 40F: 3 clusters Score -1.251599e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -12515998.000000 Penalty: 5671.377441
	Iteration 41Q: 3 clusters Score -1.2516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -12516024.000000 Penalty: 5671.377441
	Iteration 42Q: 3 clusters Score -1.251602e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -12515994.000000 Penalty: 5671.377441
	Iteration 43Q: 3 clusters Score -1.251599e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -12516024.000000 Penalty: 5671.377441
	Iteration 44Q: 3 clusters Score -1.251602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -12516057.000000 Penalty: 5671.377441
	Iteration 45Q: 3 clusters Score -1.251606e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -12516078.000000 Penalty: 5671.377441
	Iteration 46Q: 3 clusters Score -1.251608e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -12516100.000000 Penalty: 5671.377441
	Iteration 47Q: 3 clusters Score -1.25161e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -12516123.000000 Penalty: 5671.377441
	Iteration 48Q: 3 clusters Score -1.251612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -12516156.000000 Penalty: 5671.377441
	Iteration 49Q: 3 clusters Score -1.251616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -12516144.000000 Penalty: 5671.377441
	Iteration 50Q: 3 clusters Score -1.251614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -12516140.000000 Penalty: 5671.377441
	Iteration 51Q: 3 clusters Score -1.251614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -12516152.000000 Penalty: 5671.377441
	Iteration 52Q: 3 clusters Score -1.251615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -12516176.000000 Penalty: 5671.377441
	Iteration 53Q: 3 clusters Score -1.251618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -12516191.000000 Penalty: 5671.377441
	Iteration 54Q: 3 clusters Score -1.251619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -12516182.000000 Penalty: 5671.377441
	Iteration 55Q: 3 clusters Score -1.251618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -12516181.000000 Penalty: 5671.377441
	Iteration 56Q: 3 clusters Score -1.251618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -12516176.000000 Penalty: 5671.377441
	Iteration 57Q: 3 clusters Score -1.251618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -12516186.000000 Penalty: 5671.377441
	Iteration 58Q: 3 clusters Score -1.251619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -12516193.000000 Penalty: 5671.377441
	Iteration 59Q: 3 clusters Score -1.251619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -12516201.000000 Penalty: 5671.377441
	Iteration 60F: 3 clusters Score -1.25162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -12516215.000000 Penalty: 5671.377441
	Iteration 61Q: 3 clusters Score -1.251622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -12516208.000000 Penalty: 5671.377441
	Iteration 62Q: 3 clusters Score -1.251621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -12516216.000000 Penalty: 5671.377441
	Iteration 63Q: 3 clusters Score -1.251622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -12516224.000000 Penalty: 5671.377441
	Iteration 64Q: 3 clusters Score -1.251622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -12516214.000000 Penalty: 5671.377441
	Iteration 65Q: 3 clusters Score -1.251621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -12516219.000000 Penalty: 5671.377441
	Iteration 66Q: 3 clusters Score -1.251622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -12516228.000000 Penalty: 5671.377441
	Iteration 67Q: 3 clusters Score -1.251623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -12516230.000000 Penalty: 5671.377441
	Iteration 68Q: 3 clusters Score -1.251623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -12516238.000000 Penalty: 5671.377441
	Iteration 69Q: 3 clusters Score -1.251624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -12516232.000000 Penalty: 5671.377441
	Iteration 70Q: 3 clusters Score -1.251623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -12516236.000000 Penalty: 5671.377441
	Iteration 71Q: 3 clusters Score -1.251624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -12516223.000000 Penalty: 5671.377441
	Iteration 72Q: 3 clusters Score -1.251622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -12516227.000000 Penalty: 5671.377441
	Iteration 73Q: 3 clusters Score -1.251623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -12516222.000000 Penalty: 5671.377441
	Iteration 74Q: 3 clusters Score -1.251622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -12516229.000000 Penalty: 5671.377441
	Iteration 75Q: 3 clusters Score -1.251623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -12516230.000000 Penalty: 5671.377441
	Iteration 76Q: 3 clusters Score -1.251623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -12516223.000000 Penalty: 5671.377441
	Iteration 77Q: 3 clusters Score -1.251622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -12516226.000000 Penalty: 5671.377441
	Iteration 78Q: 3 clusters Score -1.251623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 91076 members 
Entering Unmasked Estep 
Score: -12516231.000000 Penalty: 5671.377441
	Iteration 79Q: 3 clusters Score -1.251623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -12516241.000000 Penalty: 5671.377441
	Iteration 80F: 3 clusters Score -1.251624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -12516243.000000 Penalty: 5671.377441
	Iteration 81Q: 3 clusters Score -1.251624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -12516252.000000 Penalty: 5671.377441
	Iteration 82Q: 3 clusters Score -1.251625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -12516252.000000 Penalty: 5671.377441
	Iteration 83Q: 3 clusters Score -1.251625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -12516263.000000 Penalty: 5671.377441
	Iteration 84Q: 3 clusters Score -1.251626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -12516258.000000 Penalty: 5671.377441
	Iteration 85Q: 3 clusters Score -1.251626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -12516255.000000 Penalty: 5671.377441
	Iteration 86Q: 3 clusters Score -1.251626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -12516261.000000 Penalty: 5671.377441
	Iteration 87Q: 3 clusters Score -1.251626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -12516259.000000 Penalty: 5671.377441
	Iteration 88Q: 3 clusters Score -1.251626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -12516255.000000 Penalty: 5671.377441
	Iteration 89Q: 3 clusters Score -1.251626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -12516268.000000 Penalty: 5671.377441
	Iteration 90Q: 3 clusters Score -1.251627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -12516273.000000 Penalty: 5671.377441
	Iteration 91Q: 3 clusters Score -1.251627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -12516271.000000 Penalty: 5671.377441
	Iteration 92Q: 3 clusters Score -1.251627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -12516257.000000 Penalty: 5671.377441
	Iteration 93Q: 3 clusters Score -1.251626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -12516264.000000 Penalty: 5671.377441
	Iteration 94Q: 3 clusters Score -1.251626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -12516264.000000 Penalty: 5671.377441
	Iteration 95Q: 3 clusters Score -1.251626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -12516251.000000 Penalty: 5671.377441
	Iteration 96Q: 3 clusters Score -1.251625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -12516266.000000 Penalty: 5671.377441
	Iteration 97Q: 3 clusters Score -1.251627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -12516270.000000 Penalty: 5671.377441
	Iteration 98Q: 3 clusters Score -1.251627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -12516272.000000 Penalty: 5671.377441
	Iteration 99Q: 3 clusters Score -1.251627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -12516275.000000 Penalty: 5671.377441
	Iteration 100F: 3 clusters Score -1.251628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -1928697.875000 Penalty: 2366.899902
	Iteration 0F: 2 clusters Score -1928698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1918467.500000 Penalty: 4733.799805
	Iteration 0F: 3 clusters Score -1918468 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1921708.875000 Penalty: 4733.799805
	Iteration 1F: 3 clusters Score -1921709 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1922055.500000 Penalty: 4733.799805
	Iteration 2F: 3 clusters Score -1922056 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1922284.625000 Penalty: 4733.799805
	Iteration 3Q: 3 clusters Score -1922285 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1922465.625000 Penalty: 4733.799805
	Iteration 4Q: 3 clusters Score -1922466 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1922643.500000 Penalty: 4733.799805
	Iteration 5Q: 3 clusters Score -1922644 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1922825.500000 Penalty: 4733.799805
	Iteration 6Q: 3 clusters Score -1922826 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1923022.500000 Penalty: 4733.799805
	Iteration 7Q: 3 clusters Score -1923022 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1923280.125000 Penalty: 4733.799805
	Iteration 8Q: 3 clusters Score -1923280 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1923624.125000 Penalty: 4733.799805
	Iteration 9Q: 3 clusters Score -1923624 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1924070.500000 Penalty: 4733.799805
	Iteration 10Q: 3 clusters Score -1924070 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1924607.625000 Penalty: 4733.799805
	Iteration 11F: 3 clusters Score -1924608 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1925117.500000 Penalty: 4733.799805
	Iteration 12Q: 3 clusters Score -1925118 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1925589.375000 Penalty: 4733.799805
	Iteration 13Q: 3 clusters Score -1925589 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1925927.250000 Penalty: 4733.799805
	Iteration 14Q: 3 clusters Score -1925927 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1926164.125000 Penalty: 4733.799805
	Iteration 15Q: 3 clusters Score -1926164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1926317.125000 Penalty: 4733.799805
	Iteration 16Q: 3 clusters Score -1926317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1926411.625000 Penalty: 4733.799805
	Iteration 17Q: 3 clusters Score -1926412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1926470.000000 Penalty: 4733.799805
	Iteration 18Q: 3 clusters Score -1926470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1926505.500000 Penalty: 4733.799805
	Iteration 19Q: 3 clusters Score -1926506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1926542.750000 Penalty: 4733.799805
	Iteration 20F: 3 clusters Score -1926543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1926566.875000 Penalty: 4733.799805
	Iteration 21Q: 3 clusters Score -1926567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1926580.500000 Penalty: 4733.799805
	Iteration 22Q: 3 clusters Score -1926580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1926599.000000 Penalty: 4733.799805
	Iteration 23Q: 3 clusters Score -1926599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1926602.750000 Penalty: 4733.799805
	Iteration 24Q: 3 clusters Score -1926603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1926612.750000 Penalty: 4733.799805
	Iteration 25Q: 3 clusters Score -1926613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1926619.625000 Penalty: 4733.799805
	Iteration 26Q: 3 clusters Score -1926620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1926624.875000 Penalty: 4733.799805
	Iteration 27Q: 3 clusters Score -1926625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1926624.875000 Penalty: 4733.799805
	Iteration 28F: 3 clusters Score -1926625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Entering Unmasked Estep 
Score: -20195602.000000 Penalty: 2958.675049
	Iteration 0F: 2 clusters Score -2.01956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -20096788.000000 Penalty: 5917.350098
	Iteration 0F: 3 clusters Score -2.009679e+07 nChanged 72376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -20139930.000000 Penalty: 5917.350098
	Iteration 1F: 3 clusters Score -2.013993e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -20142178.000000 Penalty: 5917.350098
	Iteration 2Q: 3 clusters Score -2.014218e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -20145100.000000 Penalty: 5917.350098
	Iteration 3Q: 3 clusters Score -2.01451e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -20149044.000000 Penalty: 5917.350098
	Iteration 4F: 3 clusters Score -2.014904e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -20154796.000000 Penalty: 5917.350098
	Iteration 5F: 3 clusters Score -2.01548e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -20162744.000000 Penalty: 5917.350098
	Iteration 6F: 3 clusters Score -2.016274e+07 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -20171884.000000 Penalty: 5917.350098
	Iteration 7F: 3 clusters Score -2.017188e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -20177764.000000 Penalty: 5917.350098
	Iteration 8F: 3 clusters Score -2.017776e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -20180286.000000 Penalty: 5917.350098
	Iteration 9Q: 3 clusters Score -2.018029e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -20181794.000000 Penalty: 5917.350098
	Iteration 10Q: 3 clusters Score -2.018179e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -20183034.000000 Penalty: 5917.350098
	Iteration 11Q: 3 clusters Score -2.018303e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -20184306.000000 Penalty: 5917.350098
	Iteration 12Q: 3 clusters Score -2.018431e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 118188 members 
Entering Unmasked Estep 
Score: -20185448.000000 Penalty: 5917.350098
	Iteration 13Q: 3 clusters Score -2.018545e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -20186536.000000 Penalty: 5917.350098
	Iteration 14Q: 3 clusters Score -2.018654e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -20187606.000000 Penalty: 5917.350098
	Iteration 15Q: 3 clusters Score -2.018761e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 125493 members 
Entering Unmasked Estep 
Score: -20188434.000000 Penalty: 5917.350098
	Iteration 16Q: 3 clusters Score -2.018843e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -20189338.000000 Penalty: 5917.350098
	Iteration 17Q: 3 clusters Score -2.018934e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -20190062.000000 Penalty: 5917.350098
	Iteration 18Q: 3 clusters Score -2.019006e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -20190782.000000 Penalty: 5917.350098
	Iteration 19Q: 3 clusters Score -2.019078e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -20191570.000000 Penalty: 5917.350098
	Iteration 20F: 3 clusters Score -2.019157e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -20192202.000000 Penalty: 5917.350098
	Iteration 21Q: 3 clusters Score -2.01922e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -20192662.000000 Penalty: 5917.350098
	Iteration 22Q: 3 clusters Score -2.019266e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 137661 members 
Entering Unmasked Estep 
Score: -20193122.000000 Penalty: 5917.350098
	Iteration 23Q: 3 clusters Score -2.019312e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 138920 members 
Entering Unmasked Estep 
Score: -20193524.000000 Penalty: 5917.350098
	Iteration 24Q: 3 clusters Score -2.019352e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -20193922.000000 Penalty: 5917.350098
	Iteration 25Q: 3 clusters Score -2.019392e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -20194164.000000 Penalty: 5917.350098
	Iteration 26Q: 3 clusters Score -2.019416e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -20194416.000000 Penalty: 5917.350098
	Iteration 27Q: 3 clusters Score -2.019442e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -20194560.000000 Penalty: 5917.350098
	Iteration 28Q: 3 clusters Score -2.019456e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -20194806.000000 Penalty: 5917.350098
	Iteration 29Q: 3 clusters Score -2.019481e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -20194894.000000 Penalty: 5917.350098
	Iteration 30Q: 3 clusters Score -2.019489e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 144412 members 
Entering Unmasked Estep 
Score: -20195014.000000 Penalty: 5917.350098
	Iteration 31Q: 3 clusters Score -2.019501e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 144830 members 
Entering Unmasked Estep 
Score: -20195060.000000 Penalty: 5917.350098
	Iteration 32Q: 3 clusters Score -2.019506e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -20195094.000000 Penalty: 5917.350098
	Iteration 33Q: 3 clusters Score -2.019509e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -20195146.000000 Penalty: 5917.350098
	Iteration 34Q: 3 clusters Score -2.019515e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -20195162.000000 Penalty: 5917.350098
	Iteration 35Q: 3 clusters Score -2.019516e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 145971 members 
Entering Unmasked Estep 
Score: -20195182.000000 Penalty: 5917.350098
	Iteration 36Q: 3 clusters Score -2.019518e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -20195202.000000 Penalty: 5917.350098
	Iteration 37Q: 3 clusters Score -2.01952e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 146328 members 
Entering Unmasked Estep 
Score: -20195224.000000 Penalty: 5917.350098
	Iteration 38Q: 3 clusters Score -2.019522e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 146473 members 
Entering Unmasked Estep 
Score: -20195264.000000 Penalty: 5917.350098
	Iteration 39Q: 3 clusters Score -2.019526e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 146603 members 
Entering Unmasked Estep 
Score: -20195310.000000 Penalty: 5917.350098
	Iteration 40F: 3 clusters Score -2.019531e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 146720 members 
Entering Unmasked Estep 
Score: -20195312.000000 Penalty: 5917.350098
	Iteration 41Q: 3 clusters Score -2.019531e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -20195306.000000 Penalty: 5917.350098
	Iteration 42Q: 3 clusters Score -2.019531e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -20195318.000000 Penalty: 5917.350098
	Iteration 43Q: 3 clusters Score -2.019532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 147037 members 
Entering Unmasked Estep 
Score: -20195340.000000 Penalty: 5917.350098
	Iteration 44Q: 3 clusters Score -2.019534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -20195362.000000 Penalty: 5917.350098
	Iteration 45Q: 3 clusters Score -2.019536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -20195358.000000 Penalty: 5917.350098
	Iteration 46Q: 3 clusters Score -2.019536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -20195352.000000 Penalty: 5917.350098
	Iteration 47Q: 3 clusters Score -2.019535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -20195328.000000 Penalty: 5917.350098
	Iteration 48Q: 3 clusters Score -2.019533e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -20195326.000000 Penalty: 5917.350098
	Iteration 49Q: 3 clusters Score -2.019533e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -20195312.000000 Penalty: 5917.350098
	Iteration 50Q: 3 clusters Score -2.019531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -20195302.000000 Penalty: 5917.350098
	Iteration 51Q: 3 clusters Score -2.01953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -20195310.000000 Penalty: 5917.350098
	Iteration 52Q: 3 clusters Score -2.019531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -20195304.000000 Penalty: 5917.350098
	Iteration 53Q: 3 clusters Score -2.01953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -20195268.000000 Penalty: 5917.350098
	Iteration 54Q: 3 clusters Score -2.019527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -20195280.000000 Penalty: 5917.350098
	Iteration 55Q: 3 clusters Score -2.019528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -20195292.000000 Penalty: 5917.350098
	Iteration 56Q: 3 clusters Score -2.019529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -20195302.000000 Penalty: 5917.350098
	Iteration 57Q: 3 clusters Score -2.01953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 147769 members 
Entering Unmasked Estep 
Score: -20195306.000000 Penalty: 5917.350098
	Iteration 58Q: 3 clusters Score -2.019531e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -20195314.000000 Penalty: 5917.350098
	Iteration 59Q: 3 clusters Score -2.019531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -20195304.000000 Penalty: 5917.350098
	Iteration 60F: 3 clusters Score -2.01953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -20195290.000000 Penalty: 5917.350098
	Iteration 61Q: 3 clusters Score -2.019529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 147909 members 
Entering Unmasked Estep 
Score: -20195322.000000 Penalty: 5917.350098
	Iteration 62Q: 3 clusters Score -2.019532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -20195304.000000 Penalty: 5917.350098
	Iteration 63Q: 3 clusters Score -2.01953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -20195300.000000 Penalty: 5917.350098
	Iteration 64Q: 3 clusters Score -2.01953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -20195288.000000 Penalty: 5917.350098
	Iteration 65Q: 3 clusters Score -2.019529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -20195296.000000 Penalty: 5917.350098
	Iteration 66Q: 3 clusters Score -2.01953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -20195284.000000 Penalty: 5917.350098
	Iteration 67Q: 3 clusters Score -2.019528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -20195288.000000 Penalty: 5917.350098
	Iteration 68Q: 3 clusters Score -2.019529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -20195288.000000 Penalty: 5917.350098
	Iteration 69Q: 3 clusters Score -2.019529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -20195288.000000 Penalty: 5917.350098
	Iteration 70Q: 3 clusters Score -2.019529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -20195302.000000 Penalty: 5917.350098
	Iteration 71Q: 3 clusters Score -2.01953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -20195292.000000 Penalty: 5917.350098
	Iteration 72Q: 3 clusters Score -2.019529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -20195290.000000 Penalty: 5917.350098
	Iteration 73Q: 3 clusters Score -2.019529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -20195286.000000 Penalty: 5917.350098
	Iteration 74Q: 3 clusters Score -2.019529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -20195286.000000 Penalty: 5917.350098
	Iteration 75F: 3 clusters Score -2.019529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Entering Unmasked Estep 
Score: -21399880.000000 Penalty: 2970.641602
	Iteration 0F: 2 clusters Score -2.139988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -21296106.000000 Penalty: 5941.283203
	Iteration 0F: 3 clusters Score -2.129611e+07 nChanged 76096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -21339420.000000 Penalty: 5941.283203
	Iteration 1F: 3 clusters Score -2.133942e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -21340630.000000 Penalty: 5941.283203
	Iteration 2Q: 3 clusters Score -2.134063e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -21342082.000000 Penalty: 5941.283203
	Iteration 3Q: 3 clusters Score -2.134208e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -21344068.000000 Penalty: 5941.283203
	Iteration 4Q: 3 clusters Score -2.134407e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -21347660.000000 Penalty: 5941.283203
	Iteration 5Q: 3 clusters Score -2.134766e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -21352972.000000 Penalty: 5941.283203
	Iteration 6F: 3 clusters Score -2.135297e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -21360868.000000 Penalty: 5941.283203
	Iteration 7F: 3 clusters Score -2.136087e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -21370924.000000 Penalty: 5941.283203
	Iteration 8F: 3 clusters Score -2.137092e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 136568 members 
Entering Unmasked Estep 
Score: -21380668.000000 Penalty: 5941.283203
	Iteration 9F: 3 clusters Score -2.138067e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 144799 members 
Entering Unmasked Estep 
Score: -21388050.000000 Penalty: 5941.283203
	Iteration 10F: 3 clusters Score -2.138805e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -21392436.000000 Penalty: 5941.283203
	Iteration 11Q: 3 clusters Score -2.139244e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -21394704.000000 Penalty: 5941.283203
	Iteration 12Q: 3 clusters Score -2.13947e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -21395876.000000 Penalty: 5941.283203
	Iteration 13Q: 3 clusters Score -2.139588e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -21396548.000000 Penalty: 5941.283203
	Iteration 14Q: 3 clusters Score -2.139655e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -21396874.000000 Penalty: 5941.283203
	Iteration 15Q: 3 clusters Score -2.139687e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -21397002.000000 Penalty: 5941.283203
	Iteration 16Q: 3 clusters Score -2.1397e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -21397108.000000 Penalty: 5941.283203
	Iteration 17Q: 3 clusters Score -2.139711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -21397178.000000 Penalty: 5941.283203
	Iteration 18Q: 3 clusters Score -2.139718e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158828 members 
Entering Unmasked Estep 
Score: -21397200.000000 Penalty: 5941.283203
	Iteration 19Q: 3 clusters Score -2.13972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -21397238.000000 Penalty: 5941.283203
	Iteration 20F: 3 clusters Score -2.139724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -21397248.000000 Penalty: 5941.283203
	Iteration 21Q: 3 clusters Score -2.139725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -21397240.000000 Penalty: 5941.283203
	Iteration 22Q: 3 clusters Score -2.139724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -21397274.000000 Penalty: 5941.283203
	Iteration 23Q: 3 clusters Score -2.139727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -21397292.000000 Penalty: 5941.283203
	Iteration 24Q: 3 clusters Score -2.139729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -21397294.000000 Penalty: 5941.283203
	Iteration 25Q: 3 clusters Score -2.139729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -21397284.000000 Penalty: 5941.283203
	Iteration 26Q: 3 clusters Score -2.139728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 158914 members 
Entering Unmasked Estep 
Score: -21397288.000000 Penalty: 5941.283203
	Iteration 27Q: 3 clusters Score -2.139729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -21397290.000000 Penalty: 5941.283203
	Iteration 28Q: 3 clusters Score -2.139729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -21397276.000000 Penalty: 5941.283203
	Iteration 29Q: 3 clusters Score -2.139728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -21397288.000000 Penalty: 5941.283203
	Iteration 30Q: 3 clusters Score -2.139729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -21397298.000000 Penalty: 5941.283203
	Iteration 31Q: 3 clusters Score -2.13973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -21397300.000000 Penalty: 5941.283203
	Iteration 32Q: 3 clusters Score -2.13973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -21397296.000000 Penalty: 5941.283203
	Iteration 33Q: 3 clusters Score -2.13973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -21397300.000000 Penalty: 5941.283203
	Iteration 34Q: 3 clusters Score -2.13973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -21397296.000000 Penalty: 5941.283203
	Iteration 35Q: 3 clusters Score -2.13973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -21397296.000000 Penalty: 5941.283203
	Iteration 36F: 3 clusters Score -2.13973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Entering Unmasked Estep 
Score: -4449016.500000 Penalty: 2575.461670
	Iteration 0F: 2 clusters Score -4449016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4426975.000000 Penalty: 5150.923340
	Iteration 0F: 3 clusters Score -4426975 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4434807.000000 Penalty: 5150.923340
	Iteration 1F: 3 clusters Score -4434807 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4435285.000000 Penalty: 5150.923340
	Iteration 2Q: 3 clusters Score -4435285 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4435749.500000 Penalty: 5150.923340
	Iteration 3Q: 3 clusters Score -4435750 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4436221.000000 Penalty: 5150.923340
	Iteration 4Q: 3 clusters Score -4436221 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4436779.000000 Penalty: 5150.923340
	Iteration 5Q: 3 clusters Score -4436779 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4437439.500000 Penalty: 5150.923340
	Iteration 6Q: 3 clusters Score -4437440 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4438382.500000 Penalty: 5150.923340
	Iteration 7F: 3 clusters Score -4438382 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4439630.500000 Penalty: 5150.923340
	Iteration 8F: 3 clusters Score -4439630 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4441243.500000 Penalty: 5150.923340
	Iteration 9F: 3 clusters Score -4441244 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4443047.500000 Penalty: 5150.923340
	Iteration 10F: 3 clusters Score -4443048 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4444408.000000 Penalty: 5150.923340
	Iteration 11Q: 3 clusters Score -4444408 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4445390.000000 Penalty: 5150.923340
	Iteration 12Q: 3 clusters Score -4445390 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4445928.000000 Penalty: 5150.923340
	Iteration 13Q: 3 clusters Score -4445928 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4446180.500000 Penalty: 5150.923340
	Iteration 14Q: 3 clusters Score -4446180 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4446293.000000 Penalty: 5150.923340
	Iteration 15Q: 3 clusters Score -4446293 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4446371.000000 Penalty: 5150.923340
	Iteration 16Q: 3 clusters Score -4446371 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4446437.500000 Penalty: 5150.923340
	Iteration 17Q: 3 clusters Score -4446438 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4446484.500000 Penalty: 5150.923340
	Iteration 18Q: 3 clusters Score -4446484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4446517.000000 Penalty: 5150.923340
	Iteration 19Q: 3 clusters Score -4446517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4446557.000000 Penalty: 5150.923340
	Iteration 20F: 3 clusters Score -4446557 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4446567.000000 Penalty: 5150.923340
	Iteration 21Q: 3 clusters Score -4446567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4446568.500000 Penalty: 5150.923340
	Iteration 22Q: 3 clusters Score -4446568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4446585.000000 Penalty: 5150.923340
	Iteration 23Q: 3 clusters Score -4446585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4446591.500000 Penalty: 5150.923340
	Iteration 24Q: 3 clusters Score -4446592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4446621.000000 Penalty: 5150.923340
	Iteration 25Q: 3 clusters Score -4446621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4446636.000000 Penalty: 5150.923340
	Iteration 26Q: 3 clusters Score -4446636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4446640.500000 Penalty: 5150.923340
	Iteration 27Q: 3 clusters Score -4446640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4446651.000000 Penalty: 5150.923340
	Iteration 28Q: 3 clusters Score -4446651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4446666.000000 Penalty: 5150.923340
	Iteration 29Q: 3 clusters Score -4446666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4446682.500000 Penalty: 5150.923340
	Iteration 30Q: 3 clusters Score -4446682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4446690.000000 Penalty: 5150.923340
	Iteration 31Q: 3 clusters Score -4446690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4446690.000000 Penalty: 5150.923340
	Iteration 32Q: 3 clusters Score -4446690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4446691.500000 Penalty: 5150.923340
	Iteration 33Q: 3 clusters Score -4446692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4446706.500000 Penalty: 5150.923340
	Iteration 34Q: 3 clusters Score -4446706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4446733.000000 Penalty: 5150.923340
	Iteration 35Q: 3 clusters Score -4446733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4446743.000000 Penalty: 5150.923340
	Iteration 36Q: 3 clusters Score -4446743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4446746.500000 Penalty: 5150.923340
	Iteration 37Q: 3 clusters Score -4446746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4446763.000000 Penalty: 5150.923340
	Iteration 38Q: 3 clusters Score -4446763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4446771.000000 Penalty: 5150.923340
	Iteration 39Q: 3 clusters Score -4446771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4446780.000000 Penalty: 5150.923340
	Iteration 40F: 3 clusters Score -4446780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4446786.500000 Penalty: 5150.923340
	Iteration 41Q: 3 clusters Score -4446786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4446793.500000 Penalty: 5150.923340
	Iteration 42Q: 3 clusters Score -4446794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4446797.500000 Penalty: 5150.923340
	Iteration 43Q: 3 clusters Score -4446798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4446814.500000 Penalty: 5150.923340
	Iteration 44Q: 3 clusters Score -4446814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4446811.000000 Penalty: 5150.923340
	Iteration 45Q: 3 clusters Score -4446811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4446811.000000 Penalty: 5150.923340
	Iteration 46Q: 3 clusters Score -4446811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4446811.000000 Penalty: 5150.923340
	Iteration 47Q: 3 clusters Score -4446811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4446820.500000 Penalty: 5150.923340
	Iteration 48Q: 3 clusters Score -4446820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4446825.500000 Penalty: 5150.923340
	Iteration 49Q: 3 clusters Score -4446826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4446817.000000 Penalty: 5150.923340
	Iteration 50Q: 3 clusters Score -4446817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4446821.000000 Penalty: 5150.923340
	Iteration 51Q: 3 clusters Score -4446821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4446819.000000 Penalty: 5150.923340
	Iteration 52Q: 3 clusters Score -4446819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4446820.500000 Penalty: 5150.923340
	Iteration 53Q: 3 clusters Score -4446820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4446820.500000 Penalty: 5150.923340
	Iteration 54F: 3 clusters Score -4446820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Entering Unmasked Estep 
Score: -24300376.000000 Penalty: 3000.462158
	Iteration 0F: 2 clusters Score -2.430038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -24189490.000000 Penalty: 6000.924316
	Iteration 0F: 3 clusters Score -2.418949e+07 nChanged 86295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -24239766.000000 Penalty: 6000.924316
	Iteration 1F: 3 clusters Score -2.423977e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -24240764.000000 Penalty: 6000.924316
	Iteration 2Q: 3 clusters Score -2.424076e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -24241864.000000 Penalty: 6000.924316
	Iteration 3Q: 3 clusters Score -2.424186e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -24243524.000000 Penalty: 6000.924316
	Iteration 4Q: 3 clusters Score -2.424352e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -24246520.000000 Penalty: 6000.924316
	Iteration 5Q: 3 clusters Score -2.424652e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 70462 members 
Entering Unmasked Estep 
Score: -24251646.000000 Penalty: 6000.924316
	Iteration 6F: 3 clusters Score -2.425165e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -24260006.000000 Penalty: 6000.924316
	Iteration 7F: 3 clusters Score -2.426001e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -24271620.000000 Penalty: 6000.924316
	Iteration 8F: 3 clusters Score -2.427162e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141604 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -24283798.000000 Penalty: 6000.924316
	Iteration 9F: 3 clusters Score -2.42838e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148872 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -24291458.000000 Penalty: 6000.924316
	Iteration 10F: 3 clusters Score -2.429146e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -24294984.000000 Penalty: 6000.924316
	Iteration 11Q: 3 clusters Score -2.429498e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -24296574.000000 Penalty: 6000.924316
	Iteration 12Q: 3 clusters Score -2.429657e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -24297408.000000 Penalty: 6000.924316
	Iteration 13Q: 3 clusters Score -2.429741e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162255 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -24297892.000000 Penalty: 6000.924316
	Iteration 14Q: 3 clusters Score -2.429789e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -24298382.000000 Penalty: 6000.924316
	Iteration 15Q: 3 clusters Score -2.429838e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -24298632.000000 Penalty: 6000.924316
	Iteration 16Q: 3 clusters Score -2.429863e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -24298822.000000 Penalty: 6000.924316
	Iteration 17Q: 3 clusters Score -2.429882e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -24298880.000000 Penalty: 6000.924316
	Iteration 18Q: 3 clusters Score -2.429888e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171508 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -24299016.000000 Penalty: 6000.924316
	Iteration 19Q: 3 clusters Score -2.429902e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172722 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -24298960.000000 Penalty: 6000.924316
	Iteration 20F: 3 clusters Score -2.429896e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -24298978.000000 Penalty: 6000.924316
	Iteration 21Q: 3 clusters Score -2.429898e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174551 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -24298970.000000 Penalty: 6000.924316
	Iteration 22Q: 3 clusters Score -2.429897e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -24298954.000000 Penalty: 6000.924316
	Iteration 23Q: 3 clusters Score -2.429895e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175795 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -24298848.000000 Penalty: 6000.924316
	Iteration 24Q: 3 clusters Score -2.429885e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -24298834.000000 Penalty: 6000.924316
	Iteration 25Q: 3 clusters Score -2.429883e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176641 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -24298818.000000 Penalty: 6000.924316
	Iteration 26Q: 3 clusters Score -2.429882e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -24298780.000000 Penalty: 6000.924316
	Iteration 27Q: 3 clusters Score -2.429878e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177163 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -24298782.000000 Penalty: 6000.924316
	Iteration 28Q: 3 clusters Score -2.429878e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -24298780.000000 Penalty: 6000.924316
	Iteration 29Q: 3 clusters Score -2.429878e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177511 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -24298746.000000 Penalty: 6000.924316
	Iteration 30Q: 3 clusters Score -2.429875e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177649 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -24298722.000000 Penalty: 6000.924316
	Iteration 31Q: 3 clusters Score -2.429872e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177754 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -24298724.000000 Penalty: 6000.924316
	Iteration 32Q: 3 clusters Score -2.429872e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24298694.000000 Penalty: 6000.924316
	Iteration 33Q: 3 clusters Score -2.429869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177905 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -24298680.000000 Penalty: 6000.924316
	Iteration 34Q: 3 clusters Score -2.429868e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177959 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -24298674.000000 Penalty: 6000.924316
	Iteration 35Q: 3 clusters Score -2.429867e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24298690.000000 Penalty: 6000.924316
	Iteration 36Q: 3 clusters Score -2.429869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24298702.000000 Penalty: 6000.924316
	Iteration 37Q: 3 clusters Score -2.42987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -24298682.000000 Penalty: 6000.924316
	Iteration 38Q: 3 clusters Score -2.429868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24298670.000000 Penalty: 6000.924316
	Iteration 39Q: 3 clusters Score -2.429867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178134 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24298678.000000 Penalty: 6000.924316
	Iteration 40F: 3 clusters Score -2.429868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -24298670.000000 Penalty: 6000.924316
	Iteration 41Q: 3 clusters Score -2.429867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -24298670.000000 Penalty: 6000.924316
	Iteration 42Q: 3 clusters Score -2.429867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -24298682.000000 Penalty: 6000.924316
	Iteration 43Q: 3 clusters Score -2.429868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178212 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -24298680.000000 Penalty: 6000.924316
	Iteration 44Q: 3 clusters Score -2.429868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24298670.000000 Penalty: 6000.924316
	Iteration 45Q: 3 clusters Score -2.429867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24298678.000000 Penalty: 6000.924316
	Iteration 46Q: 3 clusters Score -2.429868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24298698.000000 Penalty: 6000.924316
	Iteration 47Q: 3 clusters Score -2.42987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -24298698.000000 Penalty: 6000.924316
	Iteration 48Q: 3 clusters Score -2.42987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178257 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24298688.000000 Penalty: 6000.924316
	Iteration 49Q: 3 clusters Score -2.429869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178263 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -24298692.000000 Penalty: 6000.924316
	Iteration 50Q: 3 clusters Score -2.429869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -24298710.000000 Penalty: 6000.924316
	Iteration 51Q: 3 clusters Score -2.429871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -24298702.000000 Penalty: 6000.924316
	Iteration 52Q: 3 clusters Score -2.42987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -24298712.000000 Penalty: 6000.924316
	Iteration 53Q: 3 clusters Score -2.429871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178291 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -24298714.000000 Penalty: 6000.924316
	Iteration 54Q: 3 clusters Score -2.429871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -24298696.000000 Penalty: 6000.924316
	Iteration 55Q: 3 clusters Score -2.42987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24298688.000000 Penalty: 6000.924316
	Iteration 56Q: 3 clusters Score -2.429869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24298692.000000 Penalty: 6000.924316
	Iteration 57Q: 3 clusters Score -2.429869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -24298688.000000 Penalty: 6000.924316
	Iteration 58Q: 3 clusters Score -2.429869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178313 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -24298678.000000 Penalty: 6000.924316
	Iteration 59Q: 3 clusters Score -2.429868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178316 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24298674.000000 Penalty: 6000.924316
	Iteration 60F: 3 clusters Score -2.429867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -24298686.000000 Penalty: 6000.924316
	Iteration 61Q: 3 clusters Score -2.429869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -24298682.000000 Penalty: 6000.924316
	Iteration 62Q: 3 clusters Score -2.429868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -24298680.000000 Penalty: 6000.924316
	Iteration 63Q: 3 clusters Score -2.429868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178334 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24298678.000000 Penalty: 6000.924316
	Iteration 64Q: 3 clusters Score -2.429868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -24298692.000000 Penalty: 6000.924316
	Iteration 65Q: 3 clusters Score -2.429869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24298676.000000 Penalty: 6000.924316
	Iteration 66Q: 3 clusters Score -2.429868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -24298676.000000 Penalty: 6000.924316
	Iteration 67Q: 3 clusters Score -2.429868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24298666.000000 Penalty: 6000.924316
	Iteration 68Q: 3 clusters Score -2.429867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -24298682.000000 Penalty: 6000.924316
	Iteration 69Q: 3 clusters Score -2.429868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -24298674.000000 Penalty: 6000.924316
	Iteration 70Q: 3 clusters Score -2.429867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24298674.000000 Penalty: 6000.924316
	Iteration 71Q: 3 clusters Score -2.429867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24298674.000000 Penalty: 6000.924316
	Iteration 72F: 3 clusters Score -2.429867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Entering Unmasked Estep 
Score: -1742559.500000 Penalty: 2367.396729
	Iteration 0F: 2 clusters Score -1742560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1732302.125000 Penalty: 4734.793457
	Iteration 0F: 3 clusters Score -1732302 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1736878.500000 Penalty: 4734.793457
	Iteration 1F: 3 clusters Score -1736878 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1739146.000000 Penalty: 4734.793457
	Iteration 2F: 3 clusters Score -1739146 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1740913.500000 Penalty: 4734.793457
	Iteration 3F: 3 clusters Score -1740914 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1741795.000000 Penalty: 4734.793457
	Iteration 4F: 3 clusters Score -1741795 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1742270.625000 Penalty: 4734.793457
	Iteration 5F: 3 clusters Score -1742271 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1742484.750000 Penalty: 4734.793457
	Iteration 6Q: 3 clusters Score -1742485 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1742578.875000 Penalty: 4734.793457
	Iteration 7Q: 3 clusters Score -1742579 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1742631.500000 Penalty: 4734.793457
	Iteration 8Q: 3 clusters Score -1742632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1742656.375000 Penalty: 4734.793457
	Iteration 9Q: 3 clusters Score -1742656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1742676.500000 Penalty: 4734.793457
	Iteration 10Q: 3 clusters Score -1742676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1742692.375000 Penalty: 4734.793457
	Iteration 11Q: 3 clusters Score -1742692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1742705.750000 Penalty: 4734.793457
	Iteration 12Q: 3 clusters Score -1742706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1742711.125000 Penalty: 4734.793457
	Iteration 13Q: 3 clusters Score -1742711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1742714.750000 Penalty: 4734.793457
	Iteration 14Q: 3 clusters Score -1742715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1742718.000000 Penalty: 4734.793457
	Iteration 15Q: 3 clusters Score -1742718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1742724.500000 Penalty: 4734.793457
	Iteration 16Q: 3 clusters Score -1742724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1742732.375000 Penalty: 4734.793457
	Iteration 17Q: 3 clusters Score -1742732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1742734.875000 Penalty: 4734.793457
	Iteration 18Q: 3 clusters Score -1742735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1742743.750000 Penalty: 4734.793457
	Iteration 19Q: 3 clusters Score -1742744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1742743.375000 Penalty: 4734.793457
	Iteration 20F: 3 clusters Score -1742743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1742744.000000 Penalty: 4734.793457
	Iteration 21Q: 3 clusters Score -1742744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1742744.125000 Penalty: 4734.793457
	Iteration 22Q: 3 clusters Score -1742744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1742747.500000 Penalty: 4734.793457
	Iteration 23Q: 3 clusters Score -1742748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1742754.375000 Penalty: 4734.793457
	Iteration 24Q: 3 clusters Score -1742754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1742753.375000 Penalty: 4734.793457
	Iteration 25Q: 3 clusters Score -1742753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1742754.250000 Penalty: 4734.793457
	Iteration 26Q: 3 clusters Score -1742754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1742754.375000 Penalty: 4734.793457
	Iteration 27Q: 3 clusters Score -1742754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1742754.000000 Penalty: 4734.793457
	Iteration 28Q: 3 clusters Score -1742754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1742760.625000 Penalty: 4734.793457
	Iteration 29Q: 3 clusters Score -1742761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1742771.125000 Penalty: 4734.793457
	Iteration 30Q: 3 clusters Score -1742771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1742778.125000 Penalty: 4734.793457
	Iteration 31Q: 3 clusters Score -1742778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1742778.125000 Penalty: 4734.793457
	Iteration 32Q: 3 clusters Score -1742778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1742774.875000 Penalty: 4734.793457
	Iteration 33Q: 3 clusters Score -1742775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1742779.500000 Penalty: 4734.793457
	Iteration 34Q: 3 clusters Score -1742780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1742783.500000 Penalty: 4734.793457
	Iteration 35Q: 3 clusters Score -1742784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1742783.875000 Penalty: 4734.793457
	Iteration 36Q: 3 clusters Score -1742784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1742789.375000 Penalty: 4734.793457
	Iteration 37Q: 3 clusters Score -1742789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1742792.000000 Penalty: 4734.793457
	Iteration 38Q: 3 clusters Score -1742792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1742794.625000 Penalty: 4734.793457
	Iteration 39Q: 3 clusters Score -1742795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1742796.125000 Penalty: 4734.793457
	Iteration 40F: 3 clusters Score -1742796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1742802.125000 Penalty: 4734.793457
	Iteration 41Q: 3 clusters Score -1742802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1742804.750000 Penalty: 4734.793457
	Iteration 42Q: 3 clusters Score -1742805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1742803.250000 Penalty: 4734.793457
	Iteration 43Q: 3 clusters Score -1742803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1742804.625000 Penalty: 4734.793457
	Iteration 44Q: 3 clusters Score -1742805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1742806.500000 Penalty: 4734.793457
	Iteration 45Q: 3 clusters Score -1742806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1742809.375000 Penalty: 4734.793457
	Iteration 46Q: 3 clusters Score -1742809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1742811.250000 Penalty: 4734.793457
	Iteration 47Q: 3 clusters Score -1742811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1742814.000000 Penalty: 4734.793457
	Iteration 48Q: 3 clusters Score -1742814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1742814.500000 Penalty: 4734.793457
	Iteration 49Q: 3 clusters Score -1742814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1742815.625000 Penalty: 4734.793457
	Iteration 50Q: 3 clusters Score -1742816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1742819.000000 Penalty: 4734.793457
	Iteration 51Q: 3 clusters Score -1742819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1742819.375000 Penalty: 4734.793457
	Iteration 52Q: 3 clusters Score -1742819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1742820.625000 Penalty: 4734.793457
	Iteration 53Q: 3 clusters Score -1742821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1742825.750000 Penalty: 4734.793457
	Iteration 54Q: 3 clusters Score -1742826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1742828.875000 Penalty: 4734.793457
	Iteration 55Q: 3 clusters Score -1742829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1742832.125000 Penalty: 4734.793457
	Iteration 56Q: 3 clusters Score -1742832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1742837.500000 Penalty: 4734.793457
	Iteration 57Q: 3 clusters Score -1742838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1742845.000000 Penalty: 4734.793457
	Iteration 58Q: 3 clusters Score -1742845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1742852.250000 Penalty: 4734.793457
	Iteration 59Q: 3 clusters Score -1742852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1742863.000000 Penalty: 4734.793457
	Iteration 60F: 3 clusters Score -1742863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1742865.750000 Penalty: 4734.793457
	Iteration 61Q: 3 clusters Score -1742866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1742872.375000 Penalty: 4734.793457
	Iteration 62Q: 3 clusters Score -1742872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1742874.500000 Penalty: 4734.793457
	Iteration 63Q: 3 clusters Score -1742874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1742873.250000 Penalty: 4734.793457
	Iteration 64Q: 3 clusters Score -1742873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1742879.000000 Penalty: 4734.793457
	Iteration 65Q: 3 clusters Score -1742879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1742881.125000 Penalty: 4734.793457
	Iteration 66Q: 3 clusters Score -1742881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1742888.000000 Penalty: 4734.793457
	Iteration 67Q: 3 clusters Score -1742888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1742898.250000 Penalty: 4734.793457
	Iteration 68Q: 3 clusters Score -1742898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1742900.750000 Penalty: 4734.793457
	Iteration 69Q: 3 clusters Score -1742901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1742903.250000 Penalty: 4734.793457
	Iteration 70Q: 3 clusters Score -1742903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1742903.625000 Penalty: 4734.793457
	Iteration 71Q: 3 clusters Score -1742904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1742910.125000 Penalty: 4734.793457
	Iteration 72Q: 3 clusters Score -1742910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1742911.000000 Penalty: 4734.793457
	Iteration 73Q: 3 clusters Score -1742911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1742914.750000 Penalty: 4734.793457
	Iteration 74Q: 3 clusters Score -1742915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1742920.500000 Penalty: 4734.793457
	Iteration 75Q: 3 clusters Score -1742920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1742921.500000 Penalty: 4734.793457
	Iteration 76Q: 3 clusters Score -1742922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1742923.875000 Penalty: 4734.793457
	Iteration 77Q: 3 clusters Score -1742924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1742926.000000 Penalty: 4734.793457
	Iteration 78Q: 3 clusters Score -1742926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1742934.875000 Penalty: 4734.793457
	Iteration 79Q: 3 clusters Score -1742935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1742933.625000 Penalty: 4734.793457
	Iteration 80F: 3 clusters Score -1742934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1742934.625000 Penalty: 4734.793457
	Iteration 81Q: 3 clusters Score -1742935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1742937.750000 Penalty: 4734.793457
	Iteration 82Q: 3 clusters Score -1742938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1742934.750000 Penalty: 4734.793457
	Iteration 83Q: 3 clusters Score -1742935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1742941.250000 Penalty: 4734.793457
	Iteration 84Q: 3 clusters Score -1742941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1742945.500000 Penalty: 4734.793457
	Iteration 85Q: 3 clusters Score -1742946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1742948.250000 Penalty: 4734.793457
	Iteration 86Q: 3 clusters Score -1742948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1742951.500000 Penalty: 4734.793457
	Iteration 87Q: 3 clusters Score -1742952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1742954.500000 Penalty: 4734.793457
	Iteration 88Q: 3 clusters Score -1742954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1742952.875000 Penalty: 4734.793457
	Iteration 89Q: 3 clusters Score -1742953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1742953.625000 Penalty: 4734.793457
	Iteration 90Q: 3 clusters Score -1742954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1742957.250000 Penalty: 4734.793457
	Iteration 91Q: 3 clusters Score -1742957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1742961.625000 Penalty: 4734.793457
	Iteration 92Q: 3 clusters Score -1742962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1742964.500000 Penalty: 4734.793457
	Iteration 93Q: 3 clusters Score -1742964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1742967.000000 Penalty: 4734.793457
	Iteration 94Q: 3 clusters Score -1742967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1742969.000000 Penalty: 4734.793457
	Iteration 95Q: 3 clusters Score -1742969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1742969.875000 Penalty: 4734.793457
	Iteration 96Q: 3 clusters Score -1742970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1742969.750000 Penalty: 4734.793457
	Iteration 97Q: 3 clusters Score -1742970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1742971.750000 Penalty: 4734.793457
	Iteration 98Q: 3 clusters Score -1742972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1742970.500000 Penalty: 4734.793457
	Iteration 99Q: 3 clusters Score -1742970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1742973.125000 Penalty: 4734.793457
	Iteration 100F: 3 clusters Score -1742973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1742978.875000 Penalty: 4734.793457
	Iteration 101Q: 3 clusters Score -1742979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1742982.125000 Penalty: 4734.793457
	Iteration 102Q: 3 clusters Score -1742982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1742981.875000 Penalty: 4734.793457
	Iteration 103Q: 3 clusters Score -1742982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1742983.250000 Penalty: 4734.793457
	Iteration 104Q: 3 clusters Score -1742983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1742985.125000 Penalty: 4734.793457
	Iteration 105Q: 3 clusters Score -1742985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1742987.875000 Penalty: 4734.793457
	Iteration 106Q: 3 clusters Score -1742988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1742989.375000 Penalty: 4734.793457
	Iteration 107Q: 3 clusters Score -1742989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1742989.750000 Penalty: 4734.793457
	Iteration 108Q: 3 clusters Score -1742990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1742994.000000 Penalty: 4734.793457
	Iteration 109Q: 3 clusters Score -1742994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1742996.500000 Penalty: 4734.793457
	Iteration 110Q: 3 clusters Score -1742996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1742996.500000 Penalty: 4734.793457
	Iteration 111Q: 3 clusters Score -1742996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1743001.000000 Penalty: 4734.793457
	Iteration 112Q: 3 clusters Score -1743001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1743002.375000 Penalty: 4734.793457
	Iteration 113Q: 3 clusters Score -1743002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1743003.625000 Penalty: 4734.793457
	Iteration 114Q: 3 clusters Score -1743004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1743005.750000 Penalty: 4734.793457
	Iteration 115Q: 3 clusters Score -1743006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1743011.250000 Penalty: 4734.793457
	Iteration 116Q: 3 clusters Score -1743011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1743012.250000 Penalty: 4734.793457
	Iteration 117Q: 3 clusters Score -1743012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1743009.125000 Penalty: 4734.793457
	Iteration 118Q: 3 clusters Score -1743009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1743010.000000 Penalty: 4734.793457
	Iteration 119Q: 3 clusters Score -1743010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1743012.125000 Penalty: 4734.793457
	Iteration 120F: 3 clusters Score -1743012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1743011.125000 Penalty: 4734.793457
	Iteration 121Q: 3 clusters Score -1743011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1743011.125000 Penalty: 4734.793457
	Iteration 122Q: 3 clusters Score -1743011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1743011.625000 Penalty: 4734.793457
	Iteration 123Q: 3 clusters Score -1743012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1743013.750000 Penalty: 4734.793457
	Iteration 124Q: 3 clusters Score -1743014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1743011.500000 Penalty: 4734.793457
	Iteration 125Q: 3 clusters Score -1743012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1743011.375000 Penalty: 4734.793457
	Iteration 126Q: 3 clusters Score -1743011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1743013.625000 Penalty: 4734.793457
	Iteration 127Q: 3 clusters Score -1743014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1743013.750000 Penalty: 4734.793457
	Iteration 128Q: 3 clusters Score -1743014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1743017.500000 Penalty: 4734.793457
	Iteration 129Q: 3 clusters Score -1743018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1743017.375000 Penalty: 4734.793457
	Iteration 130Q: 3 clusters Score -1743017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1743019.875000 Penalty: 4734.793457
	Iteration 131Q: 3 clusters Score -1743020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1743017.875000 Penalty: 4734.793457
	Iteration 132Q: 3 clusters Score -1743018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1743016.750000 Penalty: 4734.793457
	Iteration 133Q: 3 clusters Score -1743017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1743021.125000 Penalty: 4734.793457
	Iteration 134Q: 3 clusters Score -1743021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1743017.750000 Penalty: 4734.793457
	Iteration 135Q: 3 clusters Score -1743018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1743020.500000 Penalty: 4734.793457
	Iteration 136Q: 3 clusters Score -1743020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1743017.000000 Penalty: 4734.793457
	Iteration 137Q: 3 clusters Score -1743017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1743017.500000 Penalty: 4734.793457
	Iteration 138Q: 3 clusters Score -1743018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1743017.750000 Penalty: 4734.793457
	Iteration 139Q: 3 clusters Score -1743018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1743018.625000 Penalty: 4734.793457
	Iteration 140F: 3 clusters Score -1743019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1743016.875000 Penalty: 4734.793457
	Iteration 141Q: 3 clusters Score -1743017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1743020.750000 Penalty: 4734.793457
	Iteration 142Q: 3 clusters Score -1743021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1743020.750000 Penalty: 4734.793457
	Iteration 143Q: 3 clusters Score -1743021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1743020.750000 Penalty: 4734.793457
	Iteration 144F: 3 clusters Score -1743021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 182567 members 
Mstep: Class 5 contains 92432 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 9 contains 151773 members 
Mstep: Class 11 contains 159276 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 179627 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 237739 members 
Mstep: Class 21 contains 60889 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 23 contains 39301 members 
Entering Unmasked Estep 
Score: -180286752.000000 Penalty: 59575.812500
Splitting cluster 17 changes total score from -180278480.000000 to -180286752.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 19 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -434676.625000 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -434676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -431237.687500 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -431237.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -432479.375000 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -432479.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -433978.343750 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -433978.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -435469.093750 Penalty: 4031.631836
	Iteration 3F: 3 clusters Score -435469.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -436434.500000 Penalty: 4031.631836
	Iteration 4F: 3 clusters Score -436434.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -436760.031250 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -436760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -436863.062500 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -436863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -436910.125000 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -436910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -436953.375000 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -436953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -436982.750000 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -436982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -436996.125000 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -436996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -436997.375000 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -436997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -436997.375000 Penalty: 4031.631836
	Iteration 12F: 3 clusters Score -436997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 182567 members 
Mstep: Class 5 contains 92432 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 151773 members 
Mstep: Class 11 contains 159276 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 179627 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 237739 members 
Mstep: Class 21 contains 60889 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 23 contains 39301 members 
Entering Unmasked Estep 
Score: -180287376.000000 Penalty: 63080.269531
Splitting cluster 19 changes total score from -180278480.000000 to -180287376.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (237739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237739 members 
Entering Unmasked Estep 
Score: -31777362.000000 Penalty: 3069.974365
	Iteration 0F: 2 clusters Score -3.177736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -31630856.000000 Penalty: 6139.948730
	Iteration 0F: 3 clusters Score -3.163086e+07 nChanged 114774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123656 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -31697992.000000 Penalty: 6139.948730
	Iteration 1F: 3 clusters Score -3.169799e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -31699578.000000 Penalty: 6139.948730
	Iteration 2Q: 3 clusters Score -3.169958e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -31702070.000000 Penalty: 6139.948730
	Iteration 3Q: 3 clusters Score -3.170207e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139273 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -31706254.000000 Penalty: 6139.948730
	Iteration 4Q: 3 clusters Score -3.170625e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -31714006.000000 Penalty: 6139.948730
	Iteration 5F: 3 clusters Score -3.171401e+07 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -31726984.000000 Penalty: 6139.948730
	Iteration 6F: 3 clusters Score -3.172698e+07 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183735 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -31743622.000000 Penalty: 6139.948730
	Iteration 7F: 3 clusters Score -3.174362e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200829 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -31758518.000000 Penalty: 6139.948730
	Iteration 8F: 3 clusters Score -3.175852e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213305 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -31768276.000000 Penalty: 6139.948730
	Iteration 9F: 3 clusters Score -3.176828e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220500 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -31773622.000000 Penalty: 6139.948730
	Iteration 10Q: 3 clusters Score -3.177362e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -31776262.000000 Penalty: 6139.948730
	Iteration 11Q: 3 clusters Score -3.177626e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226683 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -31777222.000000 Penalty: 6139.948730
	Iteration 12Q: 3 clusters Score -3.177722e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228263 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -31777572.000000 Penalty: 6139.948730
	Iteration 13Q: 3 clusters Score -3.177757e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -31777598.000000 Penalty: 6139.948730
	Iteration 14Q: 3 clusters Score -3.17776e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230570 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -31777600.000000 Penalty: 6139.948730
	Iteration 15Q: 3 clusters Score -3.17776e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231388 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -31777516.000000 Penalty: 6139.948730
	Iteration 16Q: 3 clusters Score -3.177752e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232092 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -31777506.000000 Penalty: 6139.948730
	Iteration 17Q: 3 clusters Score -3.177751e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -31777442.000000 Penalty: 6139.948730
	Iteration 18Q: 3 clusters Score -3.177744e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233206 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -31777278.000000 Penalty: 6139.948730
	Iteration 19Q: 3 clusters Score -3.177728e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233645 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -31777086.000000 Penalty: 6139.948730
	Iteration 20F: 3 clusters Score -3.177709e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233955 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -31776980.000000 Penalty: 6139.948730
	Iteration 21Q: 3 clusters Score -3.177698e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234240 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -31776870.000000 Penalty: 6139.948730
	Iteration 22Q: 3 clusters Score -3.177687e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234491 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -31776814.000000 Penalty: 6139.948730
	Iteration 23Q: 3 clusters Score -3.177681e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234703 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -31776664.000000 Penalty: 6139.948730
	Iteration 24Q: 3 clusters Score -3.177666e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234913 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -31776570.000000 Penalty: 6139.948730
	Iteration 25Q: 3 clusters Score -3.177657e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235078 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -31776492.000000 Penalty: 6139.948730
	Iteration 26Q: 3 clusters Score -3.177649e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235251 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -31776396.000000 Penalty: 6139.948730
	Iteration 27Q: 3 clusters Score -3.17764e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235398 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -31776300.000000 Penalty: 6139.948730
	Iteration 28Q: 3 clusters Score -3.17763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235534 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -31776250.000000 Penalty: 6139.948730
	Iteration 29Q: 3 clusters Score -3.177625e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235636 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -31776152.000000 Penalty: 6139.948730
	Iteration 30Q: 3 clusters Score -3.177615e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235713 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -31776112.000000 Penalty: 6139.948730
	Iteration 31Q: 3 clusters Score -3.177611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235793 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -31776072.000000 Penalty: 6139.948730
	Iteration 32Q: 3 clusters Score -3.177607e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235860 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -31776034.000000 Penalty: 6139.948730
	Iteration 33Q: 3 clusters Score -3.177603e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235932 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -31776014.000000 Penalty: 6139.948730
	Iteration 34Q: 3 clusters Score -3.177601e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236006 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -31775994.000000 Penalty: 6139.948730
	Iteration 35Q: 3 clusters Score -3.177599e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236070 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -31775968.000000 Penalty: 6139.948730
	Iteration 36Q: 3 clusters Score -3.177597e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236126 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -31775958.000000 Penalty: 6139.948730
	Iteration 37Q: 3 clusters Score -3.177596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236165 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -31775920.000000 Penalty: 6139.948730
	Iteration 38Q: 3 clusters Score -3.177592e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236207 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -31775908.000000 Penalty: 6139.948730
	Iteration 39Q: 3 clusters Score -3.177591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236248 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -31775916.000000 Penalty: 6139.948730
	Iteration 40F: 3 clusters Score -3.177592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236285 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -31775862.000000 Penalty: 6139.948730
	Iteration 41Q: 3 clusters Score -3.177586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236313 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -31775864.000000 Penalty: 6139.948730
	Iteration 42Q: 3 clusters Score -3.177586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -31775890.000000 Penalty: 6139.948730
	Iteration 43Q: 3 clusters Score -3.177589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236377 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -31775840.000000 Penalty: 6139.948730
	Iteration 44Q: 3 clusters Score -3.177584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236400 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -31775852.000000 Penalty: 6139.948730
	Iteration 45Q: 3 clusters Score -3.177585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236430 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -31775846.000000 Penalty: 6139.948730
	Iteration 46Q: 3 clusters Score -3.177585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236450 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -31775774.000000 Penalty: 6139.948730
	Iteration 47Q: 3 clusters Score -3.177577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236468 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -31775800.000000 Penalty: 6139.948730
	Iteration 48Q: 3 clusters Score -3.17758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236483 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -31775804.000000 Penalty: 6139.948730
	Iteration 49Q: 3 clusters Score -3.17758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -31775780.000000 Penalty: 6139.948730
	Iteration 50Q: 3 clusters Score -3.177578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -31775778.000000 Penalty: 6139.948730
	Iteration 51Q: 3 clusters Score -3.177578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -31775770.000000 Penalty: 6139.948730
	Iteration 52Q: 3 clusters Score -3.177577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236512 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -31775786.000000 Penalty: 6139.948730
	Iteration 53Q: 3 clusters Score -3.177579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236517 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -31775762.000000 Penalty: 6139.948730
	Iteration 54Q: 3 clusters Score -3.177576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236522 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -31775772.000000 Penalty: 6139.948730
	Iteration 55Q: 3 clusters Score -3.177577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236528 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -31775776.000000 Penalty: 6139.948730
	Iteration 56Q: 3 clusters Score -3.177578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236535 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -31775774.000000 Penalty: 6139.948730
	Iteration 57Q: 3 clusters Score -3.177577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -31775774.000000 Penalty: 6139.948730
	Iteration 58Q: 3 clusters Score -3.177577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236543 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -31775776.000000 Penalty: 6139.948730
	Iteration 59Q: 3 clusters Score -3.177578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236547 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -31775768.000000 Penalty: 6139.948730
	Iteration 60F: 3 clusters Score -3.177577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236554 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -31775750.000000 Penalty: 6139.948730
	Iteration 61Q: 3 clusters Score -3.177575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236558 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -31775750.000000 Penalty: 6139.948730
	Iteration 62Q: 3 clusters Score -3.177575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236561 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -31775772.000000 Penalty: 6139.948730
	Iteration 63Q: 3 clusters Score -3.177577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236566 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -31775778.000000 Penalty: 6139.948730
	Iteration 64Q: 3 clusters Score -3.177578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236571 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -31775772.000000 Penalty: 6139.948730
	Iteration 65Q: 3 clusters Score -3.177577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236576 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -31775786.000000 Penalty: 6139.948730
	Iteration 66Q: 3 clusters Score -3.177579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236580 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -31775770.000000 Penalty: 6139.948730
	Iteration 67Q: 3 clusters Score -3.177577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -31775782.000000 Penalty: 6139.948730
	Iteration 68Q: 3 clusters Score -3.177578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236582 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -31775782.000000 Penalty: 6139.948730
	Iteration 69F: 3 clusters Score -3.177578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Entering Unmasked Estep 
Score: -7880173.000000 Penalty: 2732.168213
	Iteration 0F: 2 clusters Score -7880173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -7839336.000000 Penalty: 5464.336426
	Iteration 0F: 3 clusters Score -7839336 nChanged 28386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -7855669.000000 Penalty: 5464.336426
	Iteration 1F: 3 clusters Score -7855669 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -7857066.500000 Penalty: 5464.336426
	Iteration 2Q: 3 clusters Score -7857066 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7859428.500000 Penalty: 5464.336426
	Iteration 3F: 3 clusters Score -7859428 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7863245.500000 Penalty: 5464.336426
	Iteration 4F: 3 clusters Score -7863246 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7868241.000000 Penalty: 5464.336426
	Iteration 5F: 3 clusters Score -7868241 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -7873503.000000 Penalty: 5464.336426
	Iteration 6F: 3 clusters Score -7873503 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -7877679.500000 Penalty: 5464.336426
	Iteration 7F: 3 clusters Score -7877680 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7880685.500000 Penalty: 5464.336426
	Iteration 8Q: 3 clusters Score -7880686 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7882005.000000 Penalty: 5464.336426
	Iteration 9Q: 3 clusters Score -7882005 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -7882388.000000 Penalty: 5464.336426
	Iteration 10Q: 3 clusters Score -7882388 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7882579.500000 Penalty: 5464.336426
	Iteration 11Q: 3 clusters Score -7882580 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7882681.500000 Penalty: 5464.336426
	Iteration 12Q: 3 clusters Score -7882682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -7882719.000000 Penalty: 5464.336426
	Iteration 13Q: 3 clusters Score -7882719 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -7882770.000000 Penalty: 5464.336426
	Iteration 14Q: 3 clusters Score -7882770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7882801.000000 Penalty: 5464.336426
	Iteration 15Q: 3 clusters Score -7882801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7882818.000000 Penalty: 5464.336426
	Iteration 16Q: 3 clusters Score -7882818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7882816.000000 Penalty: 5464.336426
	Iteration 17Q: 3 clusters Score -7882816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7882811.500000 Penalty: 5464.336426
	Iteration 18Q: 3 clusters Score -7882812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -7882808.000000 Penalty: 5464.336426
	Iteration 19Q: 3 clusters Score -7882808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7882819.500000 Penalty: 5464.336426
	Iteration 20F: 3 clusters Score -7882820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -7882815.500000 Penalty: 5464.336426
	Iteration 21Q: 3 clusters Score -7882816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7882817.500000 Penalty: 5464.336426
	Iteration 22Q: 3 clusters Score -7882818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -7882834.000000 Penalty: 5464.336426
	Iteration 23Q: 3 clusters Score -7882834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7882823.000000 Penalty: 5464.336426
	Iteration 24Q: 3 clusters Score -7882823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7882827.000000 Penalty: 5464.336426
	Iteration 25Q: 3 clusters Score -7882827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7882822.500000 Penalty: 5464.336426
	Iteration 26Q: 3 clusters Score -7882822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7882826.000000 Penalty: 5464.336426
	Iteration 27Q: 3 clusters Score -7882826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -7882823.000000 Penalty: 5464.336426
	Iteration 28Q: 3 clusters Score -7882823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7882823.000000 Penalty: 5464.336426
	Iteration 29Q: 3 clusters Score -7882823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7882823.000000 Penalty: 5464.336426
	Iteration 30F: 3 clusters Score -7882823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 182567 members 
Mstep: Class 5 contains 92432 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 151773 members 
Mstep: Class 10 contains 57858 members 
Mstep: Class 11 contains 159276 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 179627 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 237739 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 23 contains 39301 members 
Entering Unmasked Estep 
Score: -180288928.000000 Penalty: 66584.734375
Splitting cluster 21 changes total score from -180278480.000000 to -180288928.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 22 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1799944.125000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1799944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1790348.500000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1790348 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1793207.000000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1793207 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1793501.250000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1793501 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1793735.500000 Penalty: 4695.975586
	Iteration 3Q: 3 clusters Score -1793736 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1793897.000000 Penalty: 4695.975586
	Iteration 4Q: 3 clusters Score -1793897 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1794031.875000 Penalty: 4695.975586
	Iteration 5Q: 3 clusters Score -1794032 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1794163.000000 Penalty: 4695.975586
	Iteration 6Q: 3 clusters Score -1794163 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1794306.750000 Penalty: 4695.975586
	Iteration 7Q: 3 clusters Score -1794307 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1794462.125000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1794462 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1794655.125000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1794655 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1794894.875000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1794895 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1795207.500000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1795208 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1795598.125000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1795598 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1796059.125000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1796059 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1796564.500000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1796564 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1796984.625000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1796985 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1797286.750000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1797287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1797515.375000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1797515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1797647.625000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1797648 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1797728.375000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1797728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1797762.875000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1797763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1797792.125000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1797792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1797806.875000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1797807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1797819.500000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1797820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1797823.375000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1797823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1797831.875000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1797832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1797840.000000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1797840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1797842.375000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1797842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1797848.625000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1797849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1797854.750000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1797855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1797861.625000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1797862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1797860.750000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1797861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1797861.375000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1797861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1797863.500000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1797864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1797863.500000 Penalty: 4695.975586
	Iteration 34F: 3 clusters Score -1797864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -5336027.500000 Penalty: 2623.593262
	Iteration 0F: 2 clusters Score -5336028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -5309452.000000 Penalty: 5247.186523
	Iteration 0F: 3 clusters Score -5309452 nChanged 17940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5319022.000000 Penalty: 5247.186523
	Iteration 1F: 3 clusters Score -5319022 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5319544.000000 Penalty: 5247.186523
	Iteration 2Q: 3 clusters Score -5319544 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5319943.000000 Penalty: 5247.186523
	Iteration 3Q: 3 clusters Score -5319943 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5320301.000000 Penalty: 5247.186523
	Iteration 4Q: 3 clusters Score -5320301 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5320691.000000 Penalty: 5247.186523
	Iteration 5Q: 3 clusters Score -5320691 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5321129.500000 Penalty: 5247.186523
	Iteration 6Q: 3 clusters Score -5321130 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5321640.500000 Penalty: 5247.186523
	Iteration 7Q: 3 clusters Score -5321640 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -5322469.000000 Penalty: 5247.186523
	Iteration 8Q: 3 clusters Score -5322469 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5323522.500000 Penalty: 5247.186523
	Iteration 9Q: 3 clusters Score -5323522 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5324934.000000 Penalty: 5247.186523
	Iteration 10F: 3 clusters Score -5324934 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -5326782.000000 Penalty: 5247.186523
	Iteration 11F: 3 clusters Score -5326782 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5328854.500000 Penalty: 5247.186523
	Iteration 12F: 3 clusters Score -5328854 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5330819.500000 Penalty: 5247.186523
	Iteration 13F: 3 clusters Score -5330820 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5332151.500000 Penalty: 5247.186523
	Iteration 14Q: 3 clusters Score -5332152 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5332899.000000 Penalty: 5247.186523
	Iteration 15Q: 3 clusters Score -5332899 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5333264.000000 Penalty: 5247.186523
	Iteration 16Q: 3 clusters Score -5333264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5333463.500000 Penalty: 5247.186523
	Iteration 17Q: 3 clusters Score -5333464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5333548.000000 Penalty: 5247.186523
	Iteration 18Q: 3 clusters Score -5333548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5333592.500000 Penalty: 5247.186523
	Iteration 19Q: 3 clusters Score -5333592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5333624.500000 Penalty: 5247.186523
	Iteration 20F: 3 clusters Score -5333624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5333651.500000 Penalty: 5247.186523
	Iteration 21Q: 3 clusters Score -5333652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -5333678.000000 Penalty: 5247.186523
	Iteration 22Q: 3 clusters Score -5333678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -5333687.000000 Penalty: 5247.186523
	Iteration 23Q: 3 clusters Score -5333687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5333692.500000 Penalty: 5247.186523
	Iteration 24Q: 3 clusters Score -5333692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5333695.000000 Penalty: 5247.186523
	Iteration 25Q: 3 clusters Score -5333695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5333690.000000 Penalty: 5247.186523
	Iteration 26Q: 3 clusters Score -5333690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5333696.000000 Penalty: 5247.186523
	Iteration 27Q: 3 clusters Score -5333696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5333697.000000 Penalty: 5247.186523
	Iteration 28Q: 3 clusters Score -5333697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5333703.500000 Penalty: 5247.186523
	Iteration 29Q: 3 clusters Score -5333704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5333705.500000 Penalty: 5247.186523
	Iteration 30Q: 3 clusters Score -5333706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5333705.500000 Penalty: 5247.186523
	Iteration 31F: 3 clusters Score -5333706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 4 contains 182567 members 
Mstep: Class 5 contains 92432 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 9 contains 151773 members 
Mstep: Class 11 contains 159276 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 179627 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 237739 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 23 contains 39301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180291008.000000 Penalty: 66584.734375
Iteration 39Q: 20 clusters Score -1.80291e+08 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 187864 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 182234 members 
Mstep: Class 5 contains 94061 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 151498 members 
Mstep: Class 10 contains 59008 members 
Mstep: Class 11 contains 158254 members 
Mstep: Class 12 contains 33603 members 
Mstep: Class 13 contains 179856 members 
Mstep: Class 17 contains 10738 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 234564 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 13256 members 
Mstep: Class 23 contains 39714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180295680.000000 Penalty: 66584.734375
Iteration 40F: 20 clusters Score -1.802957e+08 nChanged 15508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 181600 members 
Mstep: Class 5 contains 95668 members 
Mstep: Class 6 contains 13657 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 151151 members 
Mstep: Class 10 contains 59724 members 
Mstep: Class 11 contains 157204 members 
Mstep: Class 12 contains 35671 members 
Mstep: Class 13 contains 179882 members 
Mstep: Class 17 contains 11133 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 231901 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 13917 members 
Mstep: Class 23 contains 39998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180298592.000000 Penalty: 66584.734375
Iteration 41Q: 20 clusters Score -1.802986e+08 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 185646 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 180911 members 
Mstep: Class 5 contains 97243 members 
Mstep: Class 6 contains 13577 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 150826 members 
Mstep: Class 10 contains 60269 members 
Mstep: Class 11 contains 156348 members 
Mstep: Class 12 contains 37680 members 
Mstep: Class 13 contains 179902 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 229313 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 14497 members 
Mstep: Class 23 contains 40303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300192.000000 Penalty: 66584.734375
Iteration 42Q: 20 clusters Score -1.803002e+08 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 180353 members 
Mstep: Class 5 contains 98633 members 
Mstep: Class 6 contains 13491 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 150695 members 
Mstep: Class 10 contains 60700 members 
Mstep: Class 11 contains 155658 members 
Mstep: Class 12 contains 39665 members 
Mstep: Class 13 contains 179848 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 226709 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 15159 members 
Mstep: Class 23 contains 40567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303280.000000 Penalty: 66584.734375
Iteration 43Q: 20 clusters Score -1.803033e+08 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 183724 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 179783 members 
Mstep: Class 5 contains 99839 members 
Mstep: Class 6 contains 13434 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 150622 members 
Mstep: Class 10 contains 61068 members 
Mstep: Class 11 contains 155056 members 
Mstep: Class 12 contains 41598 members 
Mstep: Class 13 contains 179766 members 
Mstep: Class 17 contains 12128 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 224146 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 15839 members 
Mstep: Class 23 contains 40789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306816.000000 Penalty: 66584.734375
Iteration 44Q: 20 clusters Score -1.803068e+08 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 179227 members 
Mstep: Class 5 contains 100935 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 150494 members 
Mstep: Class 10 contains 61322 members 
Mstep: Class 11 contains 154521 members 
Mstep: Class 12 contains 43551 members 
Mstep: Class 13 contains 179747 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 221794 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 16578 members 
Mstep: Class 23 contains 40963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310288.000000 Penalty: 66584.734375
Iteration 45Q: 20 clusters Score -1.803103e+08 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 178641 members 
Mstep: Class 5 contains 101984 members 
Mstep: Class 6 contains 13246 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 150460 members 
Mstep: Class 10 contains 61509 members 
Mstep: Class 11 contains 154039 members 
Mstep: Class 12 contains 45462 members 
Mstep: Class 13 contains 179673 members 
Mstep: Class 17 contains 12705 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 219404 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 17343 members 
Mstep: Class 23 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180312656.000000 Penalty: 66584.734375
Iteration 46Q: 20 clusters Score -1.803127e+08 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 181390 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 178085 members 
Mstep: Class 5 contains 102983 members 
Mstep: Class 6 contains 13171 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 150478 members 
Mstep: Class 10 contains 61654 members 
Mstep: Class 11 contains 153634 members 
Mstep: Class 12 contains 47328 members 
Mstep: Class 13 contains 179514 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 217102 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 41202 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.803148e+08 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 180755 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 177535 members 
Mstep: Class 5 contains 103891 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 150552 members 
Mstep: Class 10 contains 61808 members 
Mstep: Class 11 contains 153279 members 
Mstep: Class 12 contains 49153 members 
Mstep: Class 13 contains 179342 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 214861 members 
Mstep: Class 21 contains 3453 members 
Mstep: Class 22 contains 18810 members 
Mstep: Class 23 contains 41252 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.803169e+08 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 180165 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 177004 members 
Mstep: Class 5 contains 104778 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 150647 members 
Mstep: Class 10 contains 61961 members 
Mstep: Class 11 contains 152841 members 
Mstep: Class 12 contains 50907 members 
Mstep: Class 13 contains 179197 members 
Mstep: Class 17 contains 13349 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 212770 members 
Mstep: Class 21 contains 3502 members 
Mstep: Class 22 contains 19534 members 
Mstep: Class 23 contains 41276 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.803186e+08 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 179638 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 176455 members 
Mstep: Class 5 contains 105608 members 
Mstep: Class 6 contains 12868 members 
Mstep: Class 7 contains 3900 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 150715 members 
Mstep: Class 10 contains 62059 members 
Mstep: Class 11 contains 152439 members 
Mstep: Class 12 contains 52610 members 
Mstep: Class 13 contains 179102 members 
Mstep: Class 17 contains 13566 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 210696 members 
Mstep: Class 21 contains 3558 members 
Mstep: Class 22 contains 20325 members 
Mstep: Class 23 contains 41259 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.803203e+08 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 179026 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 175925 members 
Mstep: Class 5 contains 106405 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 150744 members 
Mstep: Class 10 contains 62162 members 
Mstep: Class 11 contains 152011 members 
Mstep: Class 12 contains 54293 members 
Mstep: Class 13 contains 179038 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 208766 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 21159 members 
Mstep: Class 23 contains 41215 members 
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Iteration 51Q: 20 clusters Score -1.803221e+08 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 178461 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 175435 members 
Mstep: Class 5 contains 107132 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 150821 members 
Mstep: Class 10 contains 62232 members 
Mstep: Class 11 contains 151619 members 
Mstep: Class 12 contains 55819 members 
Mstep: Class 13 contains 179005 members 
Mstep: Class 17 contains 13916 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 207021 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 21956 members 
Mstep: Class 23 contains 41164 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.803236e+08 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 174942 members 
Mstep: Class 5 contains 107805 members 
Mstep: Class 6 contains 12498 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 150890 members 
Mstep: Class 10 contains 62265 members 
Mstep: Class 11 contains 151230 members 
Mstep: Class 12 contains 57278 members 
Mstep: Class 13 contains 178917 members 
Mstep: Class 17 contains 14101 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 205345 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 22832 members 
Mstep: Class 23 contains 41085 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.80326e+08 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 177342 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 174494 members 
Mstep: Class 5 contains 108491 members 
Mstep: Class 6 contains 12377 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 150918 members 
Mstep: Class 10 contains 62294 members 
Mstep: Class 11 contains 150847 members 
Mstep: Class 12 contains 58656 members 
Mstep: Class 13 contains 178875 members 
Mstep: Class 17 contains 14282 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 203718 members 
Mstep: Class 21 contains 3815 members 
Mstep: Class 22 contains 23693 members 
Mstep: Class 23 contains 41019 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.803278e+08 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176823 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 174108 members 
Mstep: Class 5 contains 109116 members 
Mstep: Class 6 contains 12281 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 150997 members 
Mstep: Class 10 contains 62354 members 
Mstep: Class 11 contains 150481 members 
Mstep: Class 12 contains 60007 members 
Mstep: Class 13 contains 178771 members 
Mstep: Class 17 contains 14452 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 202109 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 24530 members 
Mstep: Class 23 contains 40915 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.803297e+08 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 176272 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 173725 members 
Mstep: Class 5 contains 109698 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 151083 members 
Mstep: Class 10 contains 62415 members 
Mstep: Class 11 contains 150216 members 
Mstep: Class 12 contains 61220 members 
Mstep: Class 13 contains 178679 members 
Mstep: Class 17 contains 14615 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 200668 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 25271 members 
Mstep: Class 23 contains 40842 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.803305e+08 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 173361 members 
Mstep: Class 5 contains 110269 members 
Mstep: Class 6 contains 12067 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 151127 members 
Mstep: Class 10 contains 62467 members 
Mstep: Class 11 contains 149940 members 
Mstep: Class 12 contains 62325 members 
Mstep: Class 13 contains 178610 members 
Mstep: Class 17 contains 14730 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 199478 members 
Mstep: Class 21 contains 3969 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 40728 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.803319e+08 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 173013 members 
Mstep: Class 5 contains 110772 members 
Mstep: Class 6 contains 11957 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 151192 members 
Mstep: Class 10 contains 62544 members 
Mstep: Class 11 contains 149664 members 
Mstep: Class 12 contains 63276 members 
Mstep: Class 13 contains 178584 members 
Mstep: Class 17 contains 14849 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 198486 members 
Mstep: Class 21 contains 4004 members 
Mstep: Class 22 contains 26708 members 
Mstep: Class 23 contains 40607 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.803329e+08 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 174667 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 172707 members 
Mstep: Class 5 contains 111281 members 
Mstep: Class 6 contains 11865 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 151226 members 
Mstep: Class 10 contains 62614 members 
Mstep: Class 11 contains 149466 members 
Mstep: Class 12 contains 64137 members 
Mstep: Class 13 contains 178511 members 
Mstep: Class 17 contains 14975 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 197597 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 27266 members 
Mstep: Class 23 contains 40464 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.803339e+08 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 172354 members 
Mstep: Class 5 contains 111758 members 
Mstep: Class 6 contains 11779 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 151214 members 
Mstep: Class 10 contains 62667 members 
Mstep: Class 11 contains 149357 members 
Mstep: Class 12 contains 64914 members 
Mstep: Class 13 contains 178531 members 
Mstep: Class 17 contains 15086 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 196837 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 27772 members 
Mstep: Class 23 contains 40304 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.803353e+08 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 171985 members 
Mstep: Class 5 contains 112165 members 
Mstep: Class 6 contains 11715 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 151227 members 
Mstep: Class 10 contains 62749 members 
Mstep: Class 11 contains 149204 members 
Mstep: Class 12 contains 65639 members 
Mstep: Class 13 contains 178543 members 
Mstep: Class 17 contains 15193 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 195863 members 
Mstep: Class 21 contains 4075 members 
Mstep: Class 22 contains 28697 members 
Mstep: Class 23 contains 40113 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.80336e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 171655 members 
Mstep: Class 5 contains 112535 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 151211 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 11 contains 148969 members 
Mstep: Class 12 contains 66305 members 
Mstep: Class 13 contains 178579 members 
Mstep: Class 17 contains 15317 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 194952 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 29533 members 
Mstep: Class 23 contains 39964 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.803375e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 172926 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 171293 members 
Mstep: Class 5 contains 112874 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 151218 members 
Mstep: Class 10 contains 62866 members 
Mstep: Class 11 contains 148793 members 
Mstep: Class 12 contains 66926 members 
Mstep: Class 13 contains 178617 members 
Mstep: Class 17 contains 15438 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 194044 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 30387 members 
Mstep: Class 23 contains 39807 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.803384e+08 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 170986 members 
Mstep: Class 5 contains 113163 members 
Mstep: Class 6 contains 11416 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 151229 members 
Mstep: Class 10 contains 62931 members 
Mstep: Class 11 contains 148603 members 
Mstep: Class 12 contains 67510 members 
Mstep: Class 13 contains 178640 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 193178 members 
Mstep: Class 21 contains 4160 members 
Mstep: Class 22 contains 31289 members 
Mstep: Class 23 contains 39603 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.803391e+08 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 172311 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 170596 members 
Mstep: Class 5 contains 113422 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 151204 members 
Mstep: Class 10 contains 62984 members 
Mstep: Class 11 contains 148375 members 
Mstep: Class 12 contains 68034 members 
Mstep: Class 13 contains 178657 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 192472 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 32162 members 
Mstep: Class 23 contains 39428 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.803398e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 172027 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 170184 members 
Mstep: Class 5 contains 113640 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 151276 members 
Mstep: Class 10 contains 63019 members 
Mstep: Class 11 contains 148225 members 
Mstep: Class 12 contains 68492 members 
Mstep: Class 13 contains 178635 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 191795 members 
Mstep: Class 21 contains 4217 members 
Mstep: Class 22 contains 32988 members 
Mstep: Class 23 contains 39278 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.803408e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 171735 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 169822 members 
Mstep: Class 5 contains 113814 members 
Mstep: Class 6 contains 11235 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 151309 members 
Mstep: Class 10 contains 63086 members 
Mstep: Class 11 contains 148078 members 
Mstep: Class 12 contains 68921 members 
Mstep: Class 13 contains 178581 members 
Mstep: Class 17 contains 15904 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 191201 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 33778 members 
Mstep: Class 23 contains 39133 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.803411e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 169537 members 
Mstep: Class 5 contains 113998 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 151377 members 
Mstep: Class 10 contains 63139 members 
Mstep: Class 11 contains 147943 members 
Mstep: Class 12 contains 69293 members 
Mstep: Class 13 contains 178519 members 
Mstep: Class 17 contains 16032 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 190600 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 34532 members 
Mstep: Class 23 contains 38991 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.80342e+08 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 169290 members 
Mstep: Class 5 contains 114141 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 151525 members 
Mstep: Class 10 contains 63190 members 
Mstep: Class 11 contains 147794 members 
Mstep: Class 12 contains 69615 members 
Mstep: Class 13 contains 178477 members 
Mstep: Class 17 contains 16133 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 189939 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 35267 members 
Mstep: Class 23 contains 38879 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.803431e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 169083 members 
Mstep: Class 5 contains 114246 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 151634 members 
Mstep: Class 10 contains 63230 members 
Mstep: Class 11 contains 147633 members 
Mstep: Class 12 contains 69885 members 
Mstep: Class 13 contains 178422 members 
Mstep: Class 17 contains 16217 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 189356 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 36019 members 
Mstep: Class 23 contains 38754 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -1.803439e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 168867 members 
Mstep: Class 5 contains 114372 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 151747 members 
Mstep: Class 10 contains 63282 members 
Mstep: Class 11 contains 147455 members 
Mstep: Class 12 contains 70107 members 
Mstep: Class 13 contains 178409 members 
Mstep: Class 17 contains 16296 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 188785 members 
Mstep: Class 21 contains 4296 members 
Mstep: Class 22 contains 36755 members 
Mstep: Class 23 contains 38653 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -1.80345e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 168634 members 
Mstep: Class 5 contains 114474 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 151820 members 
Mstep: Class 10 contains 63318 members 
Mstep: Class 11 contains 147343 members 
Mstep: Class 12 contains 70342 members 
Mstep: Class 13 contains 178324 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 188253 members 
Mstep: Class 21 contains 4317 members 
Mstep: Class 22 contains 37527 members 
Mstep: Class 23 contains 38552 members 
Entering Unmasked Estep 
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Iteration 72Q: 20 clusters Score -1.803455e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 170275 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 168416 members 
Mstep: Class 5 contains 114531 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 151884 members 
Mstep: Class 10 contains 63325 members 
Mstep: Class 11 contains 147276 members 
Mstep: Class 12 contains 70571 members 
Mstep: Class 13 contains 178205 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 187725 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 38287 members 
Mstep: Class 23 contains 38454 members 
Entering Unmasked Estep 
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Iteration 73Q: 20 clusters Score -1.803454e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 168207 members 
Mstep: Class 5 contains 114540 members 
Mstep: Class 6 contains 10990 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 151933 members 
Mstep: Class 10 contains 63318 members 
Mstep: Class 11 contains 147250 members 
Mstep: Class 12 contains 70761 members 
Mstep: Class 13 contains 178110 members 
Mstep: Class 17 contains 16577 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 187264 members 
Mstep: Class 21 contains 4360 members 
Mstep: Class 22 contains 39063 members 
Mstep: Class 23 contains 38366 members 
Entering Unmasked Estep 
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Iteration 74Q: 20 clusters Score -1.803463e+08 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169928 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 168005 members 
Mstep: Class 5 contains 114559 members 
Mstep: Class 6 contains 10926 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 151935 members 
Mstep: Class 10 contains 63352 members 
Mstep: Class 11 contains 147227 members 
Mstep: Class 12 contains 70937 members 
Mstep: Class 13 contains 178043 members 
Mstep: Class 17 contains 16669 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 186774 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 39847 members 
Mstep: Class 23 contains 38255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346704.000000 Penalty: 66584.734375
Iteration 75Q: 20 clusters Score -1.803467e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 167766 members 
Mstep: Class 5 contains 114565 members 
Mstep: Class 6 contains 10861 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 151914 members 
Mstep: Class 10 contains 63361 members 
Mstep: Class 11 contains 147172 members 
Mstep: Class 12 contains 71086 members 
Mstep: Class 13 contains 178006 members 
Mstep: Class 17 contains 16743 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 186363 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 40666 members 
Mstep: Class 23 contains 38159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346896.000000 Penalty: 66584.734375
Iteration 76Q: 20 clusters Score -1.803469e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 167524 members 
Mstep: Class 5 contains 114562 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 151923 members 
Mstep: Class 10 contains 63361 members 
Mstep: Class 11 contains 147127 members 
Mstep: Class 12 contains 71216 members 
Mstep: Class 13 contains 177977 members 
Mstep: Class 17 contains 16818 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 185969 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 41436 members 
Mstep: Class 23 contains 38065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347504.000000 Penalty: 66584.734375
Iteration 77Q: 20 clusters Score -1.803475e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 167283 members 
Mstep: Class 5 contains 114534 members 
Mstep: Class 6 contains 10787 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 151889 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 147058 members 
Mstep: Class 12 contains 71346 members 
Mstep: Class 13 contains 177924 members 
Mstep: Class 17 contains 16907 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 185589 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 42226 members 
Mstep: Class 23 contains 37989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347712.000000 Penalty: 66584.734375
Iteration 78Q: 20 clusters Score -1.803477e+08 nChanged 3794
Entering ConstructFrom: 
Score: -180347712.000000 Penalty: 66584.734375
Entering ConstructFrom: 
Trying to split cluster 1 (169408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Entering Unmasked Estep 
Score: -22776636.000000 Penalty: 2985.936279
	Iteration 0F: 2 clusters Score -2.277664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -22664336.000000 Penalty: 5971.872559
	Iteration 0F: 3 clusters Score -2.266434e+07 nChanged 81326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -22711376.000000 Penalty: 5971.872559
	Iteration 1F: 3 clusters Score -2.271138e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -22712224.000000 Penalty: 5971.872559
	Iteration 2Q: 3 clusters Score -2.271222e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -22713400.000000 Penalty: 5971.872559
	Iteration 3Q: 3 clusters Score -2.27134e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -22714910.000000 Penalty: 5971.872559
	Iteration 4Q: 3 clusters Score -2.271491e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -22716662.000000 Penalty: 5971.872559
	Iteration 5Q: 3 clusters Score -2.271666e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -22719096.000000 Penalty: 5971.872559
	Iteration 6Q: 3 clusters Score -2.27191e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -22722350.000000 Penalty: 5971.872559
	Iteration 7Q: 3 clusters Score -2.272235e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -22727416.000000 Penalty: 5971.872559
	Iteration 8F: 3 clusters Score -2.272742e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -22734396.000000 Penalty: 5971.872559
	Iteration 9F: 3 clusters Score -2.27344e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -22742638.000000 Penalty: 5971.872559
	Iteration 10F: 3 clusters Score -2.274264e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -22748720.000000 Penalty: 5971.872559
	Iteration 11F: 3 clusters Score -2.274872e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -22751778.000000 Penalty: 5971.872559
	Iteration 12Q: 3 clusters Score -2.275178e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -22752668.000000 Penalty: 5971.872559
	Iteration 13Q: 3 clusters Score -2.275267e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -22753486.000000 Penalty: 5971.872559
	Iteration 14Q: 3 clusters Score -2.275349e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -22754262.000000 Penalty: 5971.872559
	Iteration 15Q: 3 clusters Score -2.275426e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -22754794.000000 Penalty: 5971.872559
	Iteration 16Q: 3 clusters Score -2.275479e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -22755494.000000 Penalty: 5971.872559
	Iteration 17Q: 3 clusters Score -2.275549e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -22756302.000000 Penalty: 5971.872559
	Iteration 18Q: 3 clusters Score -2.27563e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 115102 members 
Entering Unmasked Estep 
Score: -22757316.000000 Penalty: 5971.872559
	Iteration 19Q: 3 clusters Score -2.275732e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
Score: -22758230.000000 Penalty: 5971.872559
	Iteration 20F: 3 clusters Score -2.275823e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -22759234.000000 Penalty: 5971.872559
	Iteration 21Q: 3 clusters Score -2.275923e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -22760326.000000 Penalty: 5971.872559
	Iteration 22Q: 3 clusters Score -2.276033e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 126611 members 
Entering Unmasked Estep 
Score: -22761396.000000 Penalty: 5971.872559
	Iteration 23Q: 3 clusters Score -2.27614e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -22762588.000000 Penalty: 5971.872559
	Iteration 24Q: 3 clusters Score -2.276259e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 132559 members 
Entering Unmasked Estep 
Score: -22763850.000000 Penalty: 5971.872559
	Iteration 25Q: 3 clusters Score -2.276385e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -22764972.000000 Penalty: 5971.872559
	Iteration 26Q: 3 clusters Score -2.276497e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 138232 members 
Entering Unmasked Estep 
Score: -22766096.000000 Penalty: 5971.872559
	Iteration 27Q: 3 clusters Score -2.27661e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -22767022.000000 Penalty: 5971.872559
	Iteration 28Q: 3 clusters Score -2.276702e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -22768222.000000 Penalty: 5971.872559
	Iteration 29Q: 3 clusters Score -2.276822e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -22769110.000000 Penalty: 5971.872559
	Iteration 30Q: 3 clusters Score -2.276911e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -22769904.000000 Penalty: 5971.872559
	Iteration 31Q: 3 clusters Score -2.27699e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -22770646.000000 Penalty: 5971.872559
	Iteration 32Q: 3 clusters Score -2.277065e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 152190 members 
Entering Unmasked Estep 
Score: -22771236.000000 Penalty: 5971.872559
	Iteration 33Q: 3 clusters Score -2.277124e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -22771840.000000 Penalty: 5971.872559
	Iteration 34Q: 3 clusters Score -2.277184e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -22772300.000000 Penalty: 5971.872559
	Iteration 35Q: 3 clusters Score -2.27723e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 157093 members 
Entering Unmasked Estep 
Score: -22772612.000000 Penalty: 5971.872559
	Iteration 36Q: 3 clusters Score -2.277261e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -22773082.000000 Penalty: 5971.872559
	Iteration 37Q: 3 clusters Score -2.277308e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -22773292.000000 Penalty: 5971.872559
	Iteration 38Q: 3 clusters Score -2.277329e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 160389 members 
Entering Unmasked Estep 
Score: -22773526.000000 Penalty: 5971.872559
	Iteration 39Q: 3 clusters Score -2.277353e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -22773794.000000 Penalty: 5971.872559
	Iteration 40F: 3 clusters Score -2.277379e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -22774002.000000 Penalty: 5971.872559
	Iteration 41Q: 3 clusters Score -2.2774e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -22774160.000000 Penalty: 5971.872559
	Iteration 42Q: 3 clusters Score -2.277416e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -22774282.000000 Penalty: 5971.872559
	Iteration 43Q: 3 clusters Score -2.277428e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -22774352.000000 Penalty: 5971.872559
	Iteration 44Q: 3 clusters Score -2.277435e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -22774470.000000 Penalty: 5971.872559
	Iteration 45Q: 3 clusters Score -2.277447e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -22774590.000000 Penalty: 5971.872559
	Iteration 46Q: 3 clusters Score -2.277459e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 165196 members 
Entering Unmasked Estep 
Score: -22774644.000000 Penalty: 5971.872559
	Iteration 47Q: 3 clusters Score -2.277464e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -22774670.000000 Penalty: 5971.872559
	Iteration 48Q: 3 clusters Score -2.277467e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -22774716.000000 Penalty: 5971.872559
	Iteration 49Q: 3 clusters Score -2.277472e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 165995 members 
Entering Unmasked Estep 
Score: -22774746.000000 Penalty: 5971.872559
	Iteration 50Q: 3 clusters Score -2.277475e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -22774702.000000 Penalty: 5971.872559
	Iteration 51Q: 3 clusters Score -2.27747e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -22774748.000000 Penalty: 5971.872559
	Iteration 52Q: 3 clusters Score -2.277475e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 166410 members 
Entering Unmasked Estep 
Score: -22774800.000000 Penalty: 5971.872559
	Iteration 53Q: 3 clusters Score -2.27748e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 166500 members 
Entering Unmasked Estep 
Score: -22774796.000000 Penalty: 5971.872559
	Iteration 54Q: 3 clusters Score -2.27748e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -22774756.000000 Penalty: 5971.872559
	Iteration 55Q: 3 clusters Score -2.277476e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -22774772.000000 Penalty: 5971.872559
	Iteration 56Q: 3 clusters Score -2.277477e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 166770 members 
Entering Unmasked Estep 
Score: -22774772.000000 Penalty: 5971.872559
	Iteration 57Q: 3 clusters Score -2.277477e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -22774742.000000 Penalty: 5971.872559
	Iteration 58Q: 3 clusters Score -2.277474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -22774776.000000 Penalty: 5971.872559
	Iteration 59Q: 3 clusters Score -2.277478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -22774788.000000 Penalty: 5971.872559
	Iteration 60F: 3 clusters Score -2.277479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -22774796.000000 Penalty: 5971.872559
	Iteration 61Q: 3 clusters Score -2.27748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -22774826.000000 Penalty: 5971.872559
	Iteration 62Q: 3 clusters Score -2.277483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -22774832.000000 Penalty: 5971.872559
	Iteration 63Q: 3 clusters Score -2.277483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 167022 members 
Entering Unmasked Estep 
Score: -22774822.000000 Penalty: 5971.872559
	Iteration 64Q: 3 clusters Score -2.277482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -22774838.000000 Penalty: 5971.872559
	Iteration 65Q: 3 clusters Score -2.277484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -22774828.000000 Penalty: 5971.872559
	Iteration 66Q: 3 clusters Score -2.277483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -22774840.000000 Penalty: 5971.872559
	Iteration 67Q: 3 clusters Score -2.277484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -22774848.000000 Penalty: 5971.872559
	Iteration 68Q: 3 clusters Score -2.277485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -22774824.000000 Penalty: 5971.872559
	Iteration 69Q: 3 clusters Score -2.277482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -22774842.000000 Penalty: 5971.872559
	Iteration 70Q: 3 clusters Score -2.277484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -22774830.000000 Penalty: 5971.872559
	Iteration 71Q: 3 clusters Score -2.277483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -22774824.000000 Penalty: 5971.872559
	Iteration 72Q: 3 clusters Score -2.277482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -22774836.000000 Penalty: 5971.872559
	Iteration 73Q: 3 clusters Score -2.277484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -22774828.000000 Penalty: 5971.872559
	Iteration 74Q: 3 clusters Score -2.277483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -22774802.000000 Penalty: 5971.872559
	Iteration 75Q: 3 clusters Score -2.27748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -22774796.000000 Penalty: 5971.872559
	Iteration 76Q: 3 clusters Score -2.27748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -22774804.000000 Penalty: 5971.872559
	Iteration 77Q: 3 clusters Score -2.27748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -22774812.000000 Penalty: 5971.872559
	Iteration 78Q: 3 clusters Score -2.277481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 167154 members 
Entering Unmasked Estep 
Score: -22774806.000000 Penalty: 5971.872559
	Iteration 79Q: 3 clusters Score -2.277481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 167158 members 
Entering Unmasked Estep 
Score: -22774784.000000 Penalty: 5971.872559
	Iteration 80F: 3 clusters Score -2.277478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 167162 members 
Entering Unmasked Estep 
Score: -22774804.000000 Penalty: 5971.872559
	Iteration 81Q: 3 clusters Score -2.27748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 167169 members 
Entering Unmasked Estep 
Score: -22774792.000000 Penalty: 5971.872559
	Iteration 82Q: 3 clusters Score -2.277479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -22774792.000000 Penalty: 5971.872559
	Iteration 83Q: 3 clusters Score -2.277479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -22774782.000000 Penalty: 5971.872559
	Iteration 84Q: 3 clusters Score -2.277478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 167185 members 
Entering Unmasked Estep 
Score: -22774786.000000 Penalty: 5971.872559
	Iteration 85Q: 3 clusters Score -2.277479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -22774784.000000 Penalty: 5971.872559
	Iteration 86Q: 3 clusters Score -2.277478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -22774778.000000 Penalty: 5971.872559
	Iteration 87Q: 3 clusters Score -2.277478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -22774780.000000 Penalty: 5971.872559
	Iteration 88Q: 3 clusters Score -2.277478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -22774768.000000 Penalty: 5971.872559
	Iteration 89Q: 3 clusters Score -2.277477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -22774782.000000 Penalty: 5971.872559
	Iteration 90Q: 3 clusters Score -2.277478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -22774800.000000 Penalty: 5971.872559
	Iteration 91Q: 3 clusters Score -2.27748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -22774810.000000 Penalty: 5971.872559
	Iteration 92Q: 3 clusters Score -2.277481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -22774802.000000 Penalty: 5971.872559
	Iteration 93Q: 3 clusters Score -2.27748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -22774806.000000 Penalty: 5971.872559
	Iteration 94Q: 3 clusters Score -2.277481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -22774806.000000 Penalty: 5971.872559
	Iteration 95F: 3 clusters Score -2.277481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -157938.937500 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -157938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155825.031250 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -155825 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -156704.343750 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -156704.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157502.921875 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -157502.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -157913.281250 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -157913.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -158197.296875 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -158197.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -158375.875000 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -158375.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -158529.312500 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -158529.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158665.062500 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -158665.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158765.250000 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -158765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158856.781250 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -158856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -158932.656250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -158932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -158948.234375 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -158948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -158952.687500 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -158952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158957.078125 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -158957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -158964.156250 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -158964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -158969.406250 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -158969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -158972.734375 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -158972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -158973.390625 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -158973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -158981.546875 Penalty: 3566.575439
	Iteration 18F: 3 clusters Score -158981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -158991.468750 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -158991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -158996.812500 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -158996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -158999.765625 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -158999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -158999.765625 Penalty: 3566.575439
	Iteration 22F: 3 clusters Score -158999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 167071 members 
Mstep: Class 5 contains 114493 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 151845 members 
Mstep: Class 10 contains 63357 members 
Mstep: Class 11 contains 146987 members 
Mstep: Class 12 contains 71468 members 
Mstep: Class 13 contains 177901 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 185276 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 42960 members 
Mstep: Class 23 contains 37917 members 
Entering Unmasked Estep 
Score: -180347056.000000 Penalty: 70089.187500
Splitting cluster 2 changes total score from -180347712.000000 to -180347056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -117718.289062 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -117718.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115981.859375 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -115981.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117328.539062 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -117328.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118057.835938 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -118057.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118579.453125 Penalty: 3471.260742
	Iteration 3F: 3 clusters Score -118579.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119357.531250 Penalty: 3471.260742
	Iteration 4F: 3 clusters Score -119357.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -119649.992188 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -119650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119835.789062 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -119835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -119915.046875 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -119915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119999.078125 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -119999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120078.359375 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -120078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -120225.445312 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -120225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -120524.796875 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -120524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120781.820312 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -120781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120781.820312 Penalty: 3471.260742
	Iteration 13F: 3 clusters Score -120781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 167071 members 
Mstep: Class 5 contains 114493 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 151845 members 
Mstep: Class 10 contains 63357 members 
Mstep: Class 11 contains 146987 members 
Mstep: Class 12 contains 71468 members 
Mstep: Class 13 contains 177901 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 185276 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 42960 members 
Mstep: Class 23 contains 37917 members 
Entering Unmasked Estep 
Score: -180349200.000000 Penalty: 70089.187500
Splitting cluster 3 changes total score from -180347712.000000 to -180349200.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (167071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Entering Unmasked Estep 
Score: -22538566.000000 Penalty: 2982.491211
	Iteration 0F: 2 clusters Score -2.253857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -22428768.000000 Penalty: 5964.982422
	Iteration 0F: 3 clusters Score -2.242877e+07 nChanged 80444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -22475698.000000 Penalty: 5964.982422
	Iteration 1F: 3 clusters Score -2.24757e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -22476760.000000 Penalty: 5964.982422
	Iteration 2Q: 3 clusters Score -2.247676e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -22477742.000000 Penalty: 5964.982422
	Iteration 3Q: 3 clusters Score -2.247774e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -22479050.000000 Penalty: 5964.982422
	Iteration 4Q: 3 clusters Score -2.247905e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -22480526.000000 Penalty: 5964.982422
	Iteration 5Q: 3 clusters Score -2.248053e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -22482730.000000 Penalty: 5964.982422
	Iteration 6Q: 3 clusters Score -2.248273e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -22486806.000000 Penalty: 5964.982422
	Iteration 7Q: 3 clusters Score -2.248681e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -22493526.000000 Penalty: 5964.982422
	Iteration 8F: 3 clusters Score -2.249353e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -22502026.000000 Penalty: 5964.982422
	Iteration 9F: 3 clusters Score -2.250203e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -22508788.000000 Penalty: 5964.982422
	Iteration 10F: 3 clusters Score -2.250879e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -22511740.000000 Penalty: 5964.982422
	Iteration 11Q: 3 clusters Score -2.251174e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -22512932.000000 Penalty: 5964.982422
	Iteration 12Q: 3 clusters Score -2.251293e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -22513972.000000 Penalty: 5964.982422
	Iteration 13Q: 3 clusters Score -2.251397e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -22514854.000000 Penalty: 5964.982422
	Iteration 14Q: 3 clusters Score -2.251485e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -22515924.000000 Penalty: 5964.982422
	Iteration 15Q: 3 clusters Score -2.251592e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -22516972.000000 Penalty: 5964.982422
	Iteration 16Q: 3 clusters Score -2.251697e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -22518040.000000 Penalty: 5964.982422
	Iteration 17Q: 3 clusters Score -2.251804e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112826 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -22519244.000000 Penalty: 5964.982422
	Iteration 18Q: 3 clusters Score -2.251924e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -22520294.000000 Penalty: 5964.982422
	Iteration 19Q: 3 clusters Score -2.252029e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -22521542.000000 Penalty: 5964.982422
	Iteration 20F: 3 clusters Score -2.252154e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -22522544.000000 Penalty: 5964.982422
	Iteration 21Q: 3 clusters Score -2.252254e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -22523470.000000 Penalty: 5964.982422
	Iteration 22Q: 3 clusters Score -2.252347e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -22524378.000000 Penalty: 5964.982422
	Iteration 23Q: 3 clusters Score -2.252438e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -22525354.000000 Penalty: 5964.982422
	Iteration 24Q: 3 clusters Score -2.252535e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -22526154.000000 Penalty: 5964.982422
	Iteration 25Q: 3 clusters Score -2.252615e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132069 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -22526952.000000 Penalty: 5964.982422
	Iteration 26Q: 3 clusters Score -2.252695e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -22527730.000000 Penalty: 5964.982422
	Iteration 27Q: 3 clusters Score -2.252773e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136973 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -22528670.000000 Penalty: 5964.982422
	Iteration 28Q: 3 clusters Score -2.252867e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139449 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -22529538.000000 Penalty: 5964.982422
	Iteration 29Q: 3 clusters Score -2.252954e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -22530170.000000 Penalty: 5964.982422
	Iteration 30Q: 3 clusters Score -2.253017e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -22530934.000000 Penalty: 5964.982422
	Iteration 31Q: 3 clusters Score -2.253093e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -22531630.000000 Penalty: 5964.982422
	Iteration 32Q: 3 clusters Score -2.253163e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -22532336.000000 Penalty: 5964.982422
	Iteration 33Q: 3 clusters Score -2.253234e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -22532802.000000 Penalty: 5964.982422
	Iteration 34Q: 3 clusters Score -2.25328e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -22533462.000000 Penalty: 5964.982422
	Iteration 35Q: 3 clusters Score -2.253346e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -22533872.000000 Penalty: 5964.982422
	Iteration 36Q: 3 clusters Score -2.253387e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -22534146.000000 Penalty: 5964.982422
	Iteration 37Q: 3 clusters Score -2.253415e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -22534536.000000 Penalty: 5964.982422
	Iteration 38Q: 3 clusters Score -2.253454e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -22534854.000000 Penalty: 5964.982422
	Iteration 39Q: 3 clusters Score -2.253485e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -22535168.000000 Penalty: 5964.982422
	Iteration 40F: 3 clusters Score -2.253517e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159440 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -22535416.000000 Penalty: 5964.982422
	Iteration 41Q: 3 clusters Score -2.253542e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -22535622.000000 Penalty: 5964.982422
	Iteration 42Q: 3 clusters Score -2.253562e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22535758.000000 Penalty: 5964.982422
	Iteration 43Q: 3 clusters Score -2.253576e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22535868.000000 Penalty: 5964.982422
	Iteration 44Q: 3 clusters Score -2.253587e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -22536004.000000 Penalty: 5964.982422
	Iteration 45Q: 3 clusters Score -2.2536e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162730 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -22536112.000000 Penalty: 5964.982422
	Iteration 46Q: 3 clusters Score -2.253611e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163121 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -22536182.000000 Penalty: 5964.982422
	Iteration 47Q: 3 clusters Score -2.253618e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -22536216.000000 Penalty: 5964.982422
	Iteration 48Q: 3 clusters Score -2.253622e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22536238.000000 Penalty: 5964.982422
	Iteration 49Q: 3 clusters Score -2.253624e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -22536284.000000 Penalty: 5964.982422
	Iteration 50Q: 3 clusters Score -2.253628e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -22536328.000000 Penalty: 5964.982422
	Iteration 51Q: 3 clusters Score -2.253633e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -22536320.000000 Penalty: 5964.982422
	Iteration 52Q: 3 clusters Score -2.253632e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22536330.000000 Penalty: 5964.982422
	Iteration 53Q: 3 clusters Score -2.253633e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22536294.000000 Penalty: 5964.982422
	Iteration 54Q: 3 clusters Score -2.253629e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -22536298.000000 Penalty: 5964.982422
	Iteration 55Q: 3 clusters Score -2.25363e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -22536296.000000 Penalty: 5964.982422
	Iteration 56Q: 3 clusters Score -2.25363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164776 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -22536330.000000 Penalty: 5964.982422
	Iteration 57Q: 3 clusters Score -2.253633e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22536348.000000 Penalty: 5964.982422
	Iteration 58Q: 3 clusters Score -2.253635e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -22536356.000000 Penalty: 5964.982422
	Iteration 59Q: 3 clusters Score -2.253636e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22536362.000000 Penalty: 5964.982422
	Iteration 60F: 3 clusters Score -2.253636e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165022 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22536356.000000 Penalty: 5964.982422
	Iteration 61Q: 3 clusters Score -2.253636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -22536396.000000 Penalty: 5964.982422
	Iteration 62Q: 3 clusters Score -2.25364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22536402.000000 Penalty: 5964.982422
	Iteration 63Q: 3 clusters Score -2.25364e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -22536404.000000 Penalty: 5964.982422
	Iteration 64Q: 3 clusters Score -2.25364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165217 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22536424.000000 Penalty: 5964.982422
	Iteration 65Q: 3 clusters Score -2.253642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165262 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22536442.000000 Penalty: 5964.982422
	Iteration 66Q: 3 clusters Score -2.253644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -22536460.000000 Penalty: 5964.982422
	Iteration 67Q: 3 clusters Score -2.253646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22536464.000000 Penalty: 5964.982422
	Iteration 68Q: 3 clusters Score -2.253646e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22536480.000000 Penalty: 5964.982422
	Iteration 69Q: 3 clusters Score -2.253648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22536504.000000 Penalty: 5964.982422
	Iteration 70Q: 3 clusters Score -2.25365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165407 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22536498.000000 Penalty: 5964.982422
	Iteration 71Q: 3 clusters Score -2.25365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165428 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22536486.000000 Penalty: 5964.982422
	Iteration 72Q: 3 clusters Score -2.253649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22536500.000000 Penalty: 5964.982422
	Iteration 73Q: 3 clusters Score -2.25365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22536490.000000 Penalty: 5964.982422
	Iteration 74Q: 3 clusters Score -2.253649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22536502.000000 Penalty: 5964.982422
	Iteration 75Q: 3 clusters Score -2.25365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22536504.000000 Penalty: 5964.982422
	Iteration 76Q: 3 clusters Score -2.25365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22536492.000000 Penalty: 5964.982422
	Iteration 77Q: 3 clusters Score -2.253649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22536482.000000 Penalty: 5964.982422
	Iteration 78Q: 3 clusters Score -2.253648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22536492.000000 Penalty: 5964.982422
	Iteration 79Q: 3 clusters Score -2.253649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165569 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22536492.000000 Penalty: 5964.982422
	Iteration 80F: 3 clusters Score -2.253649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22536492.000000 Penalty: 5964.982422
	Iteration 81Q: 3 clusters Score -2.253649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -22536504.000000 Penalty: 5964.982422
	Iteration 82Q: 3 clusters Score -2.25365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -22536514.000000 Penalty: 5964.982422
	Iteration 83Q: 3 clusters Score -2.253651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22536498.000000 Penalty: 5964.982422
	Iteration 84Q: 3 clusters Score -2.25365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165596 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22536506.000000 Penalty: 5964.982422
	Iteration 85Q: 3 clusters Score -2.253651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22536518.000000 Penalty: 5964.982422
	Iteration 86Q: 3 clusters Score -2.253652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22536500.000000 Penalty: 5964.982422
	Iteration 87Q: 3 clusters Score -2.25365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22536500.000000 Penalty: 5964.982422
	Iteration 88Q: 3 clusters Score -2.25365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22536500.000000 Penalty: 5964.982422
	Iteration 89F: 3 clusters Score -2.25365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (114493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Entering Unmasked Estep 
Score: -15457599.000000 Penalty: 2888.770752
	Iteration 0F: 2 clusters Score -1.54576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -15380953.000000 Penalty: 5777.541504
	Iteration 0F: 3 clusters Score -1.538095e+07 nChanged 54445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -15412427.000000 Penalty: 5777.541504
	Iteration 1F: 3 clusters Score -1.541243e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -15413404.000000 Penalty: 5777.541504
	Iteration 2Q: 3 clusters Score -1.54134e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -15414624.000000 Penalty: 5777.541504
	Iteration 3Q: 3 clusters Score -1.541462e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -15416042.000000 Penalty: 5777.541504
	Iteration 4Q: 3 clusters Score -1.541604e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -15417705.000000 Penalty: 5777.541504
	Iteration 5Q: 3 clusters Score -1.54177e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -15419705.000000 Penalty: 5777.541504
	Iteration 6Q: 3 clusters Score -1.54197e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -15421990.000000 Penalty: 5777.541504
	Iteration 7Q: 3 clusters Score -1.542199e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -15424331.000000 Penalty: 5777.541504
	Iteration 8Q: 3 clusters Score -1.542433e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -15426605.000000 Penalty: 5777.541504
	Iteration 9Q: 3 clusters Score -1.54266e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -15429032.000000 Penalty: 5777.541504
	Iteration 10Q: 3 clusters Score -1.542903e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -15431874.000000 Penalty: 5777.541504
	Iteration 11Q: 3 clusters Score -1.543187e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -15435415.000000 Penalty: 5777.541504
	Iteration 12Q: 3 clusters Score -1.543542e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -15439779.000000 Penalty: 5777.541504
	Iteration 13Q: 3 clusters Score -1.543978e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -15443948.000000 Penalty: 5777.541504
	Iteration 14Q: 3 clusters Score -1.544395e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -15446984.000000 Penalty: 5777.541504
	Iteration 15Q: 3 clusters Score -1.544698e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -15448977.000000 Penalty: 5777.541504
	Iteration 16Q: 3 clusters Score -1.544898e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -15450200.000000 Penalty: 5777.541504
	Iteration 17Q: 3 clusters Score -1.54502e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -15451127.000000 Penalty: 5777.541504
	Iteration 18Q: 3 clusters Score -1.545113e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -15451862.000000 Penalty: 5777.541504
	Iteration 19Q: 3 clusters Score -1.545186e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -15452426.000000 Penalty: 5777.541504
	Iteration 20F: 3 clusters Score -1.545243e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -15452846.000000 Penalty: 5777.541504
	Iteration 21Q: 3 clusters Score -1.545285e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -15453205.000000 Penalty: 5777.541504
	Iteration 22Q: 3 clusters Score -1.54532e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -15453504.000000 Penalty: 5777.541504
	Iteration 23Q: 3 clusters Score -1.54535e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -15453710.000000 Penalty: 5777.541504
	Iteration 24Q: 3 clusters Score -1.545371e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -15453912.000000 Penalty: 5777.541504
	Iteration 25Q: 3 clusters Score -1.545391e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -15454053.000000 Penalty: 5777.541504
	Iteration 26Q: 3 clusters Score -1.545405e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -15454197.000000 Penalty: 5777.541504
	Iteration 27Q: 3 clusters Score -1.54542e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -15454283.000000 Penalty: 5777.541504
	Iteration 28Q: 3 clusters Score -1.545428e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -15454381.000000 Penalty: 5777.541504
	Iteration 29Q: 3 clusters Score -1.545438e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -15454459.000000 Penalty: 5777.541504
	Iteration 30Q: 3 clusters Score -1.545446e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 112382 members 
Entering Unmasked Estep 
Score: -15454527.000000 Penalty: 5777.541504
	Iteration 31Q: 3 clusters Score -1.545453e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -15454576.000000 Penalty: 5777.541504
	Iteration 32Q: 3 clusters Score -1.545458e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -15454636.000000 Penalty: 5777.541504
	Iteration 33Q: 3 clusters Score -1.545464e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -15454676.000000 Penalty: 5777.541504
	Iteration 34Q: 3 clusters Score -1.545468e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 112788 members 
Entering Unmasked Estep 
Score: -15454709.000000 Penalty: 5777.541504
	Iteration 35Q: 3 clusters Score -1.545471e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -15454717.000000 Penalty: 5777.541504
	Iteration 36Q: 3 clusters Score -1.545472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -15454730.000000 Penalty: 5777.541504
	Iteration 37Q: 3 clusters Score -1.545473e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -15454777.000000 Penalty: 5777.541504
	Iteration 38Q: 3 clusters Score -1.545478e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -15454777.000000 Penalty: 5777.541504
	Iteration 39Q: 3 clusters Score -1.545478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -15454772.000000 Penalty: 5777.541504
	Iteration 40F: 3 clusters Score -1.545477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -15454795.000000 Penalty: 5777.541504
	Iteration 41Q: 3 clusters Score -1.54548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -15454822.000000 Penalty: 5777.541504
	Iteration 42Q: 3 clusters Score -1.545482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -15454838.000000 Penalty: 5777.541504
	Iteration 43Q: 3 clusters Score -1.545484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -15454850.000000 Penalty: 5777.541504
	Iteration 44Q: 3 clusters Score -1.545485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -15454852.000000 Penalty: 5777.541504
	Iteration 45Q: 3 clusters Score -1.545485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -15454865.000000 Penalty: 5777.541504
	Iteration 46Q: 3 clusters Score -1.545486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -15454885.000000 Penalty: 5777.541504
	Iteration 47Q: 3 clusters Score -1.545488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -15454879.000000 Penalty: 5777.541504
	Iteration 48Q: 3 clusters Score -1.545488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -15454891.000000 Penalty: 5777.541504
	Iteration 49Q: 3 clusters Score -1.545489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -15454895.000000 Penalty: 5777.541504
	Iteration 50Q: 3 clusters Score -1.54549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -15454905.000000 Penalty: 5777.541504
	Iteration 51Q: 3 clusters Score -1.54549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -15454902.000000 Penalty: 5777.541504
	Iteration 52Q: 3 clusters Score -1.54549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -15454902.000000 Penalty: 5777.541504
	Iteration 53F: 3 clusters Score -1.54549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -1494569.875000 Penalty: 2302.030762
	Iteration 0F: 2 clusters Score -1494570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1486414.125000 Penalty: 4604.061523
	Iteration 0F: 3 clusters Score -1486414 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1488792.875000 Penalty: 4604.061523
	Iteration 1F: 3 clusters Score -1488793 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1489043.500000 Penalty: 4604.061523
	Iteration 2F: 3 clusters Score -1489044 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1489227.125000 Penalty: 4604.061523
	Iteration 3Q: 3 clusters Score -1489227 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1489369.375000 Penalty: 4604.061523
	Iteration 4Q: 3 clusters Score -1489369 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1489485.125000 Penalty: 4604.061523
	Iteration 5Q: 3 clusters Score -1489485 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1489581.875000 Penalty: 4604.061523
	Iteration 6Q: 3 clusters Score -1489582 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1489661.750000 Penalty: 4604.061523
	Iteration 7Q: 3 clusters Score -1489662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1489720.125000 Penalty: 4604.061523
	Iteration 8Q: 3 clusters Score -1489720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1489783.000000 Penalty: 4604.061523
	Iteration 9Q: 3 clusters Score -1489783 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1489839.625000 Penalty: 4604.061523
	Iteration 10Q: 3 clusters Score -1489840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1489895.375000 Penalty: 4604.061523
	Iteration 11Q: 3 clusters Score -1489895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1489951.750000 Penalty: 4604.061523
	Iteration 12Q: 3 clusters Score -1489952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1490008.000000 Penalty: 4604.061523
	Iteration 13Q: 3 clusters Score -1490008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1490077.875000 Penalty: 4604.061523
	Iteration 14Q: 3 clusters Score -1490078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1490157.625000 Penalty: 4604.061523
	Iteration 15Q: 3 clusters Score -1490158 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1490248.625000 Penalty: 4604.061523
	Iteration 16Q: 3 clusters Score -1490249 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1490339.375000 Penalty: 4604.061523
	Iteration 17Q: 3 clusters Score -1490339 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1490474.625000 Penalty: 4604.061523
	Iteration 18Q: 3 clusters Score -1490475 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1490644.625000 Penalty: 4604.061523
	Iteration 19Q: 3 clusters Score -1490645 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1490838.500000 Penalty: 4604.061523
	Iteration 20F: 3 clusters Score -1490838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1491028.750000 Penalty: 4604.061523
	Iteration 21Q: 3 clusters Score -1491029 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1491195.250000 Penalty: 4604.061523
	Iteration 22Q: 3 clusters Score -1491195 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1491348.125000 Penalty: 4604.061523
	Iteration 23Q: 3 clusters Score -1491348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1491488.625000 Penalty: 4604.061523
	Iteration 24Q: 3 clusters Score -1491489 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1491613.500000 Penalty: 4604.061523
	Iteration 25Q: 3 clusters Score -1491614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1491729.500000 Penalty: 4604.061523
	Iteration 26Q: 3 clusters Score -1491730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1491810.125000 Penalty: 4604.061523
	Iteration 27Q: 3 clusters Score -1491810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1491882.000000 Penalty: 4604.061523
	Iteration 28Q: 3 clusters Score -1491882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1491940.875000 Penalty: 4604.061523
	Iteration 29Q: 3 clusters Score -1491941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1492004.750000 Penalty: 4604.061523
	Iteration 30Q: 3 clusters Score -1492005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1492072.125000 Penalty: 4604.061523
	Iteration 31Q: 3 clusters Score -1492072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1492117.875000 Penalty: 4604.061523
	Iteration 32Q: 3 clusters Score -1492118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1492154.500000 Penalty: 4604.061523
	Iteration 33Q: 3 clusters Score -1492154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1492192.000000 Penalty: 4604.061523
	Iteration 34Q: 3 clusters Score -1492192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1492218.250000 Penalty: 4604.061523
	Iteration 35Q: 3 clusters Score -1492218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1492236.125000 Penalty: 4604.061523
	Iteration 36Q: 3 clusters Score -1492236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1492251.500000 Penalty: 4604.061523
	Iteration 37Q: 3 clusters Score -1492252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1492264.625000 Penalty: 4604.061523
	Iteration 38Q: 3 clusters Score -1492265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1492275.125000 Penalty: 4604.061523
	Iteration 39Q: 3 clusters Score -1492275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1492291.875000 Penalty: 4604.061523
	Iteration 40F: 3 clusters Score -1492292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1492300.500000 Penalty: 4604.061523
	Iteration 41Q: 3 clusters Score -1492300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1492306.500000 Penalty: 4604.061523
	Iteration 42Q: 3 clusters Score -1492306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1492313.375000 Penalty: 4604.061523
	Iteration 43Q: 3 clusters Score -1492313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1492320.875000 Penalty: 4604.061523
	Iteration 44Q: 3 clusters Score -1492321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1492330.125000 Penalty: 4604.061523
	Iteration 45Q: 3 clusters Score -1492330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1492331.750000 Penalty: 4604.061523
	Iteration 46Q: 3 clusters Score -1492332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1492335.125000 Penalty: 4604.061523
	Iteration 47Q: 3 clusters Score -1492335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1492345.750000 Penalty: 4604.061523
	Iteration 48Q: 3 clusters Score -1492346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1492353.375000 Penalty: 4604.061523
	Iteration 49Q: 3 clusters Score -1492353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1492358.250000 Penalty: 4604.061523
	Iteration 50Q: 3 clusters Score -1492358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1492366.625000 Penalty: 4604.061523
	Iteration 51Q: 3 clusters Score -1492367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1492370.875000 Penalty: 4604.061523
	Iteration 52Q: 3 clusters Score -1492371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1492379.000000 Penalty: 4604.061523
	Iteration 53Q: 3 clusters Score -1492379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1492384.125000 Penalty: 4604.061523
	Iteration 54Q: 3 clusters Score -1492384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1492386.250000 Penalty: 4604.061523
	Iteration 55Q: 3 clusters Score -1492386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1492390.375000 Penalty: 4604.061523
	Iteration 56Q: 3 clusters Score -1492390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1492388.000000 Penalty: 4604.061523
	Iteration 57Q: 3 clusters Score -1492388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1492389.000000 Penalty: 4604.061523
	Iteration 58Q: 3 clusters Score -1492389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1492389.750000 Penalty: 4604.061523
	Iteration 59Q: 3 clusters Score -1492390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1492393.750000 Penalty: 4604.061523
	Iteration 60F: 3 clusters Score -1492394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1492396.250000 Penalty: 4604.061523
	Iteration 61Q: 3 clusters Score -1492396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1492399.875000 Penalty: 4604.061523
	Iteration 62Q: 3 clusters Score -1492400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1492398.250000 Penalty: 4604.061523
	Iteration 63Q: 3 clusters Score -1492398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1492398.250000 Penalty: 4604.061523
	Iteration 64F: 3 clusters Score -1492398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -492266.812500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -492266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -488397.562500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -488397.6 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -489251.250000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -489251.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -489435.437500 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -489435.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -489530.500000 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -489530.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -489603.531250 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -489603.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -489651.156250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -489651.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -489696.281250 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -489696.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489748.812500 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -489748.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -489785.968750 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -489786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -489819.843750 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -489819.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -489841.687500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -489841.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -489858.750000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -489858.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -489873.656250 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -489873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -489886.750000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -489886.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -489901.875000 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -489901.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -489914.625000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -489914.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -489926.968750 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -489927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -489938.468750 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -489938.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -489945.656250 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -489945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -489952.656250 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -489952.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -489960.437500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -489960.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -489969.781250 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -489969.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -489979.000000 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -489979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -489984.093750 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -489984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -489991.031250 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -489991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -489997.406250 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -489997.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -490004.281250 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -490004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -490012.437500 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -490012.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -490020.156250 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -490020.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -490026.875000 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -490026.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -490033.125000 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -490033.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -490041.156250 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -490041.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -490047.687500 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -490047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -490054.968750 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -490055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -490062.531250 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -490062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -490071.906250 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -490071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -490077.687500 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -490077.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -490083.062500 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -490083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -490091.250000 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -490091.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -490097.687500 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -490097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -490102.625000 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -490102.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -490108.656250 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -490108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -490113.750000 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -490113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -490122.312500 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -490122.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -490126.062500 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -490126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -490129.687500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -490129.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -490132.781250 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -490132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -490137.125000 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -490137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -490140.281250 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -490140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -490144.593750 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -490144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -490149.281250 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -490149.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -490157.562500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -490157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -490164.031250 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -490164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -490169.812500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -490169.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -490183.062500 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -490183.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -490190.281250 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -490190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -490200.281250 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -490200.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -490207.531250 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -490207.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -490215.843750 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -490215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -490221.062500 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -490221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -490226.625000 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -490226.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -490234.937500 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -490234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -490240.625000 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -490240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -490243.750000 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -490243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -490251.375000 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -490251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -490260.750000 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -490260.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -490267.562500 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -490267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -490272.281250 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -490272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -490274.937500 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -490274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -490278.250000 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -490278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -490286.093750 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -490286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -490298.812500 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -490298.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -490312.062500 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -490312.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -490326.687500 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -490326.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -490341.500000 Penalty: 4105.596680
	Iteration 74Q: 3 clusters Score -490341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -490355.031250 Penalty: 4105.596680
	Iteration 75Q: 3 clusters Score -490355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -490365.218750 Penalty: 4105.596680
	Iteration 76Q: 3 clusters Score -490365.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -490377.093750 Penalty: 4105.596680
	Iteration 77Q: 3 clusters Score -490377.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -490387.187500 Penalty: 4105.596680
	Iteration 78Q: 3 clusters Score -490387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -490394.906250 Penalty: 4105.596680
	Iteration 79Q: 3 clusters Score -490394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -490405.343750 Penalty: 4105.596680
	Iteration 80F: 3 clusters Score -490405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -490417.687500 Penalty: 4105.596680
	Iteration 81Q: 3 clusters Score -490417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -490433.125000 Penalty: 4105.596680
	Iteration 82Q: 3 clusters Score -490433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -490445.937500 Penalty: 4105.596680
	Iteration 83Q: 3 clusters Score -490445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -490460.968750 Penalty: 4105.596680
	Iteration 84Q: 3 clusters Score -490461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -490473.968750 Penalty: 4105.596680
	Iteration 85Q: 3 clusters Score -490474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -490481.125000 Penalty: 4105.596680
	Iteration 86Q: 3 clusters Score -490481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -490486.031250 Penalty: 4105.596680
	Iteration 87Q: 3 clusters Score -490486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -490492.500000 Penalty: 4105.596680
	Iteration 88Q: 3 clusters Score -490492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -490497.250000 Penalty: 4105.596680
	Iteration 89Q: 3 clusters Score -490497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -490499.375000 Penalty: 4105.596680
	Iteration 90Q: 3 clusters Score -490499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -490500.343750 Penalty: 4105.596680
	Iteration 91Q: 3 clusters Score -490500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -490506.312500 Penalty: 4105.596680
	Iteration 92Q: 3 clusters Score -490506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -490508.218750 Penalty: 4105.596680
	Iteration 93Q: 3 clusters Score -490508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -490509.906250 Penalty: 4105.596680
	Iteration 94Q: 3 clusters Score -490509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -490510.656250 Penalty: 4105.596680
	Iteration 95Q: 3 clusters Score -490510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -490512.000000 Penalty: 4105.596680
	Iteration 96Q: 3 clusters Score -490512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -490512.000000 Penalty: 4105.596680
	Iteration 97F: 3 clusters Score -490512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -364364.937500 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -364364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361283.593750 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -361283.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -362154.906250 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -362154.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -362787.906250 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -362787.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -363180.968750 Penalty: 3933.560547
	Iteration 3F: 3 clusters Score -363181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -363702.562500 Penalty: 3933.560547
	Iteration 4F: 3 clusters Score -363702.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -364937.593750 Penalty: 3933.560547
	Iteration 5F: 3 clusters Score -364937.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -365571.906250 Penalty: 3933.560547
	Iteration 6F: 3 clusters Score -365571.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -365794.781250 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -365794.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -365999.875000 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -365999.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -366154.812500 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -366154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -366248.781250 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -366248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -366288.968750 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -366289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -366291.718750 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -366291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -366291.718750 Penalty: 3933.560547
	Iteration 13F: 3 clusters Score -366291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 167071 members 
Mstep: Class 5 contains 114493 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 151845 members 
Mstep: Class 10 contains 63357 members 
Mstep: Class 11 contains 146987 members 
Mstep: Class 12 contains 71468 members 
Mstep: Class 13 contains 177901 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 185276 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 42960 members 
Mstep: Class 23 contains 37917 members 
Entering Unmasked Estep 
Score: -180349680.000000 Penalty: 73593.648438
Splitting cluster 8 changes total score from -180347712.000000 to -180349680.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 9 (151845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151845 members 
Entering Unmasked Estep 
Score: -20306762.000000 Penalty: 2958.792725
	Iteration 0F: 2 clusters Score -2.030676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -20206822.000000 Penalty: 5917.585449
	Iteration 0F: 3 clusters Score -2.020682e+07 nChanged 72507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -20249480.000000 Penalty: 5917.585449
	Iteration 1F: 3 clusters Score -2.024948e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -20251160.000000 Penalty: 5917.585449
	Iteration 2Q: 3 clusters Score -2.025116e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80312 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -20253638.000000 Penalty: 5917.585449
	Iteration 3Q: 3 clusters Score -2.025364e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -20257830.000000 Penalty: 5917.585449
	Iteration 4F: 3 clusters Score -2.025783e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -20263868.000000 Penalty: 5917.585449
	Iteration 5F: 3 clusters Score -2.026387e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -20271294.000000 Penalty: 5917.585449
	Iteration 6F: 3 clusters Score -2.027129e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -20279480.000000 Penalty: 5917.585449
	Iteration 7F: 3 clusters Score -2.027948e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105207 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -20286922.000000 Penalty: 5917.585449
	Iteration 8F: 3 clusters Score -2.028692e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -20292022.000000 Penalty: 5917.585449
	Iteration 9Q: 3 clusters Score -2.029202e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -20294622.000000 Penalty: 5917.585449
	Iteration 10Q: 3 clusters Score -2.029462e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -20295948.000000 Penalty: 5917.585449
	Iteration 11Q: 3 clusters Score -2.029595e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -20296800.000000 Penalty: 5917.585449
	Iteration 12Q: 3 clusters Score -2.02968e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118173 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -20297566.000000 Penalty: 5917.585449
	Iteration 13Q: 3 clusters Score -2.029757e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -20298224.000000 Penalty: 5917.585449
	Iteration 14Q: 3 clusters Score -2.029822e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121931 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -20298968.000000 Penalty: 5917.585449
	Iteration 15Q: 3 clusters Score -2.029897e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -20299584.000000 Penalty: 5917.585449
	Iteration 16Q: 3 clusters Score -2.029958e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -20300258.000000 Penalty: 5917.585449
	Iteration 17Q: 3 clusters Score -2.030026e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -20300764.000000 Penalty: 5917.585449
	Iteration 18Q: 3 clusters Score -2.030076e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128628 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -20301212.000000 Penalty: 5917.585449
	Iteration 19Q: 3 clusters Score -2.030121e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -20301628.000000 Penalty: 5917.585449
	Iteration 20F: 3 clusters Score -2.030163e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131495 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -20302016.000000 Penalty: 5917.585449
	Iteration 21Q: 3 clusters Score -2.030202e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -20302402.000000 Penalty: 5917.585449
	Iteration 22Q: 3 clusters Score -2.03024e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -20302708.000000 Penalty: 5917.585449
	Iteration 23Q: 3 clusters Score -2.030271e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -20303020.000000 Penalty: 5917.585449
	Iteration 24Q: 3 clusters Score -2.030302e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136171 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -20303238.000000 Penalty: 5917.585449
	Iteration 25Q: 3 clusters Score -2.030324e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137163 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -20303534.000000 Penalty: 5917.585449
	Iteration 26Q: 3 clusters Score -2.030353e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -20303808.000000 Penalty: 5917.585449
	Iteration 27Q: 3 clusters Score -2.030381e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -20304022.000000 Penalty: 5917.585449
	Iteration 28Q: 3 clusters Score -2.030402e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -20304306.000000 Penalty: 5917.585449
	Iteration 29Q: 3 clusters Score -2.030431e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -20304542.000000 Penalty: 5917.585449
	Iteration 30Q: 3 clusters Score -2.030454e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -20304712.000000 Penalty: 5917.585449
	Iteration 31Q: 3 clusters Score -2.030471e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -20304954.000000 Penalty: 5917.585449
	Iteration 32Q: 3 clusters Score -2.030495e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142366 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -20305074.000000 Penalty: 5917.585449
	Iteration 33Q: 3 clusters Score -2.030507e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -20305202.000000 Penalty: 5917.585449
	Iteration 34Q: 3 clusters Score -2.03052e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -20305256.000000 Penalty: 5917.585449
	Iteration 35Q: 3 clusters Score -2.030526e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -20305306.000000 Penalty: 5917.585449
	Iteration 36Q: 3 clusters Score -2.030531e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143994 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -20305322.000000 Penalty: 5917.585449
	Iteration 37Q: 3 clusters Score -2.030532e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144311 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -20305336.000000 Penalty: 5917.585449
	Iteration 38Q: 3 clusters Score -2.030534e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -20305388.000000 Penalty: 5917.585449
	Iteration 39Q: 3 clusters Score -2.030539e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -20305418.000000 Penalty: 5917.585449
	Iteration 40F: 3 clusters Score -2.030542e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -20305484.000000 Penalty: 5917.585449
	Iteration 41Q: 3 clusters Score -2.030548e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145227 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -20305542.000000 Penalty: 5917.585449
	Iteration 42Q: 3 clusters Score -2.030554e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -20305606.000000 Penalty: 5917.585449
	Iteration 43Q: 3 clusters Score -2.030561e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -20305630.000000 Penalty: 5917.585449
	Iteration 44Q: 3 clusters Score -2.030563e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -20305634.000000 Penalty: 5917.585449
	Iteration 45Q: 3 clusters Score -2.030563e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -20305640.000000 Penalty: 5917.585449
	Iteration 46Q: 3 clusters Score -2.030564e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -20305678.000000 Penalty: 5917.585449
	Iteration 47Q: 3 clusters Score -2.030568e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146023 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -20305682.000000 Penalty: 5917.585449
	Iteration 48Q: 3 clusters Score -2.030568e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146100 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -20305654.000000 Penalty: 5917.585449
	Iteration 49Q: 3 clusters Score -2.030565e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -20305658.000000 Penalty: 5917.585449
	Iteration 50Q: 3 clusters Score -2.030566e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -20305662.000000 Penalty: 5917.585449
	Iteration 51Q: 3 clusters Score -2.030566e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146298 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -20305656.000000 Penalty: 5917.585449
	Iteration 52Q: 3 clusters Score -2.030566e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146361 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -20305700.000000 Penalty: 5917.585449
	Iteration 53Q: 3 clusters Score -2.03057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146420 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -20305678.000000 Penalty: 5917.585449
	Iteration 54Q: 3 clusters Score -2.030568e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -20305652.000000 Penalty: 5917.585449
	Iteration 55Q: 3 clusters Score -2.030565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -20305666.000000 Penalty: 5917.585449
	Iteration 56Q: 3 clusters Score -2.030567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -20305666.000000 Penalty: 5917.585449
	Iteration 57Q: 3 clusters Score -2.030567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146572 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -20305666.000000 Penalty: 5917.585449
	Iteration 58Q: 3 clusters Score -2.030567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -20305678.000000 Penalty: 5917.585449
	Iteration 59Q: 3 clusters Score -2.030568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -20305696.000000 Penalty: 5917.585449
	Iteration 60F: 3 clusters Score -2.03057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -20305686.000000 Penalty: 5917.585449
	Iteration 61Q: 3 clusters Score -2.030569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146648 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -20305694.000000 Penalty: 5917.585449
	Iteration 62Q: 3 clusters Score -2.030569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -20305710.000000 Penalty: 5917.585449
	Iteration 63Q: 3 clusters Score -2.030571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146677 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -20305698.000000 Penalty: 5917.585449
	Iteration 64Q: 3 clusters Score -2.03057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -20305720.000000 Penalty: 5917.585449
	Iteration 65Q: 3 clusters Score -2.030572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -20305706.000000 Penalty: 5917.585449
	Iteration 66Q: 3 clusters Score -2.030571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -20305714.000000 Penalty: 5917.585449
	Iteration 67Q: 3 clusters Score -2.030571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -20305714.000000 Penalty: 5917.585449
	Iteration 68Q: 3 clusters Score -2.030571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -20305708.000000 Penalty: 5917.585449
	Iteration 69Q: 3 clusters Score -2.030571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -20305704.000000 Penalty: 5917.585449
	Iteration 70Q: 3 clusters Score -2.03057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -20305720.000000 Penalty: 5917.585449
	Iteration 71Q: 3 clusters Score -2.030572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -20305700.000000 Penalty: 5917.585449
	Iteration 72Q: 3 clusters Score -2.03057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -20305704.000000 Penalty: 5917.585449
	Iteration 73Q: 3 clusters Score -2.03057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146707 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -20305706.000000 Penalty: 5917.585449
	Iteration 74Q: 3 clusters Score -2.030571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -20305706.000000 Penalty: 5917.585449
	Iteration 75Q: 3 clusters Score -2.030571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -20305706.000000 Penalty: 5917.585449
	Iteration 76F: 3 clusters Score -2.030571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Entering Unmasked Estep 
Score: -8247772.500000 Penalty: 2742.021973
	Iteration 0F: 2 clusters Score -8247772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -8205173.000000 Penalty: 5484.043945
	Iteration 0F: 3 clusters Score -8205173 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -8221990.500000 Penalty: 5484.043945
	Iteration 1F: 3 clusters Score -8221990 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8222618.500000 Penalty: 5484.043945
	Iteration 2Q: 3 clusters Score -8222618 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8223359.500000 Penalty: 5484.043945
	Iteration 3Q: 3 clusters Score -8223360 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -8224207.500000 Penalty: 5484.043945
	Iteration 4Q: 3 clusters Score -8224208 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8225647.500000 Penalty: 5484.043945
	Iteration 5Q: 3 clusters Score -8225648 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8227929.500000 Penalty: 5484.043945
	Iteration 6F: 3 clusters Score -8227930 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -8231486.000000 Penalty: 5484.043945
	Iteration 7F: 3 clusters Score -8231486 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -8235936.500000 Penalty: 5484.043945
	Iteration 8F: 3 clusters Score -8235936 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -8240186.500000 Penalty: 5484.043945
	Iteration 9F: 3 clusters Score -8240186 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -8243077.500000 Penalty: 5484.043945
	Iteration 10Q: 3 clusters Score -8243078 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -8244450.000000 Penalty: 5484.043945
	Iteration 11Q: 3 clusters Score -8244450 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8244955.000000 Penalty: 5484.043945
	Iteration 12Q: 3 clusters Score -8244955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -8245132.500000 Penalty: 5484.043945
	Iteration 13Q: 3 clusters Score -8245132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8245232.500000 Penalty: 5484.043945
	Iteration 14Q: 3 clusters Score -8245232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -8245284.000000 Penalty: 5484.043945
	Iteration 15Q: 3 clusters Score -8245284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -8245299.000000 Penalty: 5484.043945
	Iteration 16Q: 3 clusters Score -8245299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -8245304.000000 Penalty: 5484.043945
	Iteration 17Q: 3 clusters Score -8245304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -8245309.500000 Penalty: 5484.043945
	Iteration 18Q: 3 clusters Score -8245310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -8245318.000000 Penalty: 5484.043945
	Iteration 19Q: 3 clusters Score -8245318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -8245316.500000 Penalty: 5484.043945
	Iteration 20F: 3 clusters Score -8245316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -8245320.500000 Penalty: 5484.043945
	Iteration 21Q: 3 clusters Score -8245320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -8245320.500000 Penalty: 5484.043945
	Iteration 22F: 3 clusters Score -8245320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Entering Unmasked Estep 
Score: -19737442.000000 Penalty: 2950.728760
	Iteration 0F: 2 clusters Score -1.973744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -19640348.000000 Penalty: 5901.457520
	Iteration 0F: 3 clusters Score -1.964035e+07 nChanged 70001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -19679956.000000 Penalty: 5901.457520
	Iteration 1F: 3 clusters Score -1.967996e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -19680744.000000 Penalty: 5901.457520
	Iteration 2Q: 3 clusters Score -1.968074e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -19681694.000000 Penalty: 5901.457520
	Iteration 3Q: 3 clusters Score -1.968169e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -19683212.000000 Penalty: 5901.457520
	Iteration 4Q: 3 clusters Score -1.968321e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -19685902.000000 Penalty: 5901.457520
	Iteration 5Q: 3 clusters Score -1.96859e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -19691148.000000 Penalty: 5901.457520
	Iteration 6F: 3 clusters Score -1.969115e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -19700080.000000 Penalty: 5901.457520
	Iteration 7F: 3 clusters Score -1.970008e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -19711614.000000 Penalty: 5901.457520
	Iteration 8F: 3 clusters Score -1.971161e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -19722162.000000 Penalty: 5901.457520
	Iteration 9F: 3 clusters Score -1.972216e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 130389 members 
Entering Unmasked Estep 
Score: -19729082.000000 Penalty: 5901.457520
	Iteration 10Q: 3 clusters Score -1.972908e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -19732348.000000 Penalty: 5901.457520
	Iteration 11Q: 3 clusters Score -1.973235e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -19733510.000000 Penalty: 5901.457520
	Iteration 12Q: 3 clusters Score -1.973351e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -19734230.000000 Penalty: 5901.457520
	Iteration 13Q: 3 clusters Score -1.973423e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -19734606.000000 Penalty: 5901.457520
	Iteration 14Q: 3 clusters Score -1.973461e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 137444 members 
Entering Unmasked Estep 
Score: -19734960.000000 Penalty: 5901.457520
	Iteration 15Q: 3 clusters Score -1.973496e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -19735136.000000 Penalty: 5901.457520
	Iteration 16Q: 3 clusters Score -1.973514e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -19735344.000000 Penalty: 5901.457520
	Iteration 17Q: 3 clusters Score -1.973534e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 139575 members 
Entering Unmasked Estep 
Score: -19735460.000000 Penalty: 5901.457520
	Iteration 18Q: 3 clusters Score -1.973546e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -19735514.000000 Penalty: 5901.457520
	Iteration 19Q: 3 clusters Score -1.973551e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -19735644.000000 Penalty: 5901.457520
	Iteration 20F: 3 clusters Score -1.973564e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -19735770.000000 Penalty: 5901.457520
	Iteration 21Q: 3 clusters Score -1.973577e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 141624 members 
Entering Unmasked Estep 
Score: -19735890.000000 Penalty: 5901.457520
	Iteration 22Q: 3 clusters Score -1.973589e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 141967 members 
Entering Unmasked Estep 
Score: -19735888.000000 Penalty: 5901.457520
	Iteration 23Q: 3 clusters Score -1.973589e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -19735972.000000 Penalty: 5901.457520
	Iteration 24Q: 3 clusters Score -1.973597e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 142553 members 
Entering Unmasked Estep 
Score: -19735960.000000 Penalty: 5901.457520
	Iteration 25Q: 3 clusters Score -1.973596e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -19735934.000000 Penalty: 5901.457520
	Iteration 26Q: 3 clusters Score -1.973593e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 143010 members 
Entering Unmasked Estep 
Score: -19735966.000000 Penalty: 5901.457520
	Iteration 27Q: 3 clusters Score -1.973597e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -19736024.000000 Penalty: 5901.457520
	Iteration 28Q: 3 clusters Score -1.973602e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -19735970.000000 Penalty: 5901.457520
	Iteration 29Q: 3 clusters Score -1.973597e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -19735990.000000 Penalty: 5901.457520
	Iteration 30Q: 3 clusters Score -1.973599e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -19735974.000000 Penalty: 5901.457520
	Iteration 31Q: 3 clusters Score -1.973597e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -19735968.000000 Penalty: 5901.457520
	Iteration 32Q: 3 clusters Score -1.973597e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
Score: -19735944.000000 Penalty: 5901.457520
	Iteration 33Q: 3 clusters Score -1.973594e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -19735932.000000 Penalty: 5901.457520
	Iteration 34Q: 3 clusters Score -1.973593e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 144117 members 
Entering Unmasked Estep 
Score: -19735928.000000 Penalty: 5901.457520
	Iteration 35Q: 3 clusters Score -1.973593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -19735936.000000 Penalty: 5901.457520
	Iteration 36Q: 3 clusters Score -1.973594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -19735944.000000 Penalty: 5901.457520
	Iteration 37Q: 3 clusters Score -1.973594e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -19735964.000000 Penalty: 5901.457520
	Iteration 38Q: 3 clusters Score -1.973596e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -19735950.000000 Penalty: 5901.457520
	Iteration 39Q: 3 clusters Score -1.973595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 144412 members 
Entering Unmasked Estep 
Score: -19735968.000000 Penalty: 5901.457520
	Iteration 40F: 3 clusters Score -1.973597e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -19735970.000000 Penalty: 5901.457520
	Iteration 41Q: 3 clusters Score -1.973597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -19735940.000000 Penalty: 5901.457520
	Iteration 42Q: 3 clusters Score -1.973594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -19735926.000000 Penalty: 5901.457520
	Iteration 43Q: 3 clusters Score -1.973593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 144547 members 
Entering Unmasked Estep 
Score: -19735908.000000 Penalty: 5901.457520
	Iteration 44Q: 3 clusters Score -1.973591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -19735914.000000 Penalty: 5901.457520
	Iteration 45Q: 3 clusters Score -1.973591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -19735926.000000 Penalty: 5901.457520
	Iteration 46Q: 3 clusters Score -1.973593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -19735934.000000 Penalty: 5901.457520
	Iteration 47Q: 3 clusters Score -1.973593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -19735912.000000 Penalty: 5901.457520
	Iteration 48Q: 3 clusters Score -1.973591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -19735912.000000 Penalty: 5901.457520
	Iteration 49Q: 3 clusters Score -1.973591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -19735910.000000 Penalty: 5901.457520
	Iteration 50Q: 3 clusters Score -1.973591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -19735906.000000 Penalty: 5901.457520
	Iteration 51Q: 3 clusters Score -1.973591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -19735916.000000 Penalty: 5901.457520
	Iteration 52Q: 3 clusters Score -1.973592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 144661 members 
Entering Unmasked Estep 
Score: -19735920.000000 Penalty: 5901.457520
	Iteration 53Q: 3 clusters Score -1.973592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 144667 members 
Entering Unmasked Estep 
Score: -19735936.000000 Penalty: 5901.457520
	Iteration 54Q: 3 clusters Score -1.973594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -19735932.000000 Penalty: 5901.457520
	Iteration 55Q: 3 clusters Score -1.973593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -19735934.000000 Penalty: 5901.457520
	Iteration 56Q: 3 clusters Score -1.973593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -19735922.000000 Penalty: 5901.457520
	Iteration 57Q: 3 clusters Score -1.973592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -19735918.000000 Penalty: 5901.457520
	Iteration 58Q: 3 clusters Score -1.973592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -19735920.000000 Penalty: 5901.457520
	Iteration 59Q: 3 clusters Score -1.973592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -19735926.000000 Penalty: 5901.457520
	Iteration 60F: 3 clusters Score -1.973593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Entering Unmasked Estep 
Score: -9726420.000000 Penalty: 2771.897217
	Iteration 0F: 2 clusters Score -9726420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9678513.000000 Penalty: 5543.794434
	Iteration 0F: 3 clusters Score -9678513 nChanged 33459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -9697754.000000 Penalty: 5543.794434
	Iteration 1F: 3 clusters Score -9697754 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -9698778.000000 Penalty: 5543.794434
	Iteration 2Q: 3 clusters Score -9698778 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -9700165.000000 Penalty: 5543.794434
	Iteration 3Q: 3 clusters Score -9700165 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -9702493.000000 Penalty: 5543.794434
	Iteration 4F: 3 clusters Score -9702493 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9706209.000000 Penalty: 5543.794434
	Iteration 5F: 3 clusters Score -9706209 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -9711276.000000 Penalty: 5543.794434
	Iteration 6F: 3 clusters Score -9711276 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -9716629.000000 Penalty: 5543.794434
	Iteration 7F: 3 clusters Score -9716629 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9720209.000000 Penalty: 5543.794434
	Iteration 8Q: 3 clusters Score -9720209 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -9722076.000000 Penalty: 5543.794434
	Iteration 9Q: 3 clusters Score -9722076 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -9722827.000000 Penalty: 5543.794434
	Iteration 10Q: 3 clusters Score -9722827 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -9723210.000000 Penalty: 5543.794434
	Iteration 11Q: 3 clusters Score -9723210 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -9723440.000000 Penalty: 5543.794434
	Iteration 12Q: 3 clusters Score -9723440 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -9723568.000000 Penalty: 5543.794434
	Iteration 13Q: 3 clusters Score -9723568 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -9723679.000000 Penalty: 5543.794434
	Iteration 14Q: 3 clusters Score -9723679 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -9723771.000000 Penalty: 5543.794434
	Iteration 15Q: 3 clusters Score -9723771 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -9723858.000000 Penalty: 5543.794434
	Iteration 16Q: 3 clusters Score -9723858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9723895.000000 Penalty: 5543.794434
	Iteration 17Q: 3 clusters Score -9723895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -9723936.000000 Penalty: 5543.794434
	Iteration 18Q: 3 clusters Score -9723936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -9723956.000000 Penalty: 5543.794434
	Iteration 19Q: 3 clusters Score -9723956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -9723974.000000 Penalty: 5543.794434
	Iteration 20F: 3 clusters Score -9723974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -9724013.000000 Penalty: 5543.794434
	Iteration 21Q: 3 clusters Score -9724013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -9724057.000000 Penalty: 5543.794434
	Iteration 22Q: 3 clusters Score -9724057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -9724048.000000 Penalty: 5543.794434
	Iteration 23Q: 3 clusters Score -9724048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -9724078.000000 Penalty: 5543.794434
	Iteration 24Q: 3 clusters Score -9724078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -9724097.000000 Penalty: 5543.794434
	Iteration 25Q: 3 clusters Score -9724097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -9724111.000000 Penalty: 5543.794434
	Iteration 26Q: 3 clusters Score -9724111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9724137.000000 Penalty: 5543.794434
	Iteration 27Q: 3 clusters Score -9724137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -9724129.000000 Penalty: 5543.794434
	Iteration 28Q: 3 clusters Score -9724129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -9724138.000000 Penalty: 5543.794434
	Iteration 29Q: 3 clusters Score -9724138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -9724161.000000 Penalty: 5543.794434
	Iteration 30Q: 3 clusters Score -9724161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -9724153.000000 Penalty: 5543.794434
	Iteration 31Q: 3 clusters Score -9724153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -9724159.000000 Penalty: 5543.794434
	Iteration 32Q: 3 clusters Score -9724159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -9724180.000000 Penalty: 5543.794434
	Iteration 33Q: 3 clusters Score -9724180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -9724190.000000 Penalty: 5543.794434
	Iteration 34Q: 3 clusters Score -9724190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -9724202.000000 Penalty: 5543.794434
	Iteration 35Q: 3 clusters Score -9724202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -9724204.000000 Penalty: 5543.794434
	Iteration 36Q: 3 clusters Score -9724204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -9724214.000000 Penalty: 5543.794434
	Iteration 37Q: 3 clusters Score -9724214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -9724216.000000 Penalty: 5543.794434
	Iteration 38Q: 3 clusters Score -9724216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -9724220.000000 Penalty: 5543.794434
	Iteration 39Q: 3 clusters Score -9724220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -9724220.000000 Penalty: 5543.794434
	Iteration 40F: 3 clusters Score -9724220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -9724225.000000 Penalty: 5543.794434
	Iteration 41Q: 3 clusters Score -9724225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -9724233.000000 Penalty: 5543.794434
	Iteration 42Q: 3 clusters Score -9724233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -9724246.000000 Penalty: 5543.794434
	Iteration 43Q: 3 clusters Score -9724246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -9724242.000000 Penalty: 5543.794434
	Iteration 44Q: 3 clusters Score -9724242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -9724238.000000 Penalty: 5543.794434
	Iteration 45Q: 3 clusters Score -9724238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -9724235.000000 Penalty: 5543.794434
	Iteration 46Q: 3 clusters Score -9724235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -9724233.000000 Penalty: 5543.794434
	Iteration 47Q: 3 clusters Score -9724233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -9724242.000000 Penalty: 5543.794434
	Iteration 48Q: 3 clusters Score -9724242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9724236.000000 Penalty: 5543.794434
	Iteration 49Q: 3 clusters Score -9724236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -9724230.000000 Penalty: 5543.794434
	Iteration 50Q: 3 clusters Score -9724230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -9724236.000000 Penalty: 5543.794434
	Iteration 51Q: 3 clusters Score -9724236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -9724238.000000 Penalty: 5543.794434
	Iteration 52Q: 3 clusters Score -9724238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -9724236.000000 Penalty: 5543.794434
	Iteration 53Q: 3 clusters Score -9724236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -9724243.000000 Penalty: 5543.794434
	Iteration 54Q: 3 clusters Score -9724243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -9724243.000000 Penalty: 5543.794434
	Iteration 55F: 3 clusters Score -9724243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177901 members 
Entering Unmasked Estep 
Score: -24041648.000000 Penalty: 2998.067627
	Iteration 0F: 2 clusters Score -2.404165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -23932764.000000 Penalty: 5996.135254
	Iteration 0F: 3 clusters Score -2.393276e+07 nChanged 85347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -23982688.000000 Penalty: 5996.135254
	Iteration 1F: 3 clusters Score -2.398269e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -23983828.000000 Penalty: 5996.135254
	Iteration 2Q: 3 clusters Score -2.398383e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -23985304.000000 Penalty: 5996.135254
	Iteration 3Q: 3 clusters Score -2.39853e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -23987140.000000 Penalty: 5996.135254
	Iteration 4Q: 3 clusters Score -2.398714e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -23989400.000000 Penalty: 5996.135254
	Iteration 5Q: 3 clusters Score -2.39894e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -23992518.000000 Penalty: 5996.135254
	Iteration 6Q: 3 clusters Score -2.399252e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -23997134.000000 Penalty: 5996.135254
	Iteration 7F: 3 clusters Score -2.399713e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118075 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -24004414.000000 Penalty: 5996.135254
	Iteration 8F: 3 clusters Score -2.400441e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129848 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -24014872.000000 Penalty: 5996.135254
	Iteration 9F: 3 clusters Score -2.401487e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -24026780.000000 Penalty: 5996.135254
	Iteration 10F: 3 clusters Score -2.402678e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -24034820.000000 Penalty: 5996.135254
	Iteration 11F: 3 clusters Score -2.403482e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -24038426.000000 Penalty: 5996.135254
	Iteration 12Q: 3 clusters Score -2.403843e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -24040028.000000 Penalty: 5996.135254
	Iteration 13Q: 3 clusters Score -2.404003e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -24040810.000000 Penalty: 5996.135254
	Iteration 14Q: 3 clusters Score -2.404081e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162300 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -24040954.000000 Penalty: 5996.135254
	Iteration 15Q: 3 clusters Score -2.404095e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -24040978.000000 Penalty: 5996.135254
	Iteration 16Q: 3 clusters Score -2.404098e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165827 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -24041036.000000 Penalty: 5996.135254
	Iteration 17Q: 3 clusters Score -2.404104e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -24040944.000000 Penalty: 5996.135254
	Iteration 18Q: 3 clusters Score -2.404094e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -24040884.000000 Penalty: 5996.135254
	Iteration 19Q: 3 clusters Score -2.404088e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -24040830.000000 Penalty: 5996.135254
	Iteration 20F: 3 clusters Score -2.404083e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -24040788.000000 Penalty: 5996.135254
	Iteration 21Q: 3 clusters Score -2.404079e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171183 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -24040790.000000 Penalty: 5996.135254
	Iteration 22Q: 3 clusters Score -2.404079e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -24040626.000000 Penalty: 5996.135254
	Iteration 23Q: 3 clusters Score -2.404063e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -24040586.000000 Penalty: 5996.135254
	Iteration 24Q: 3 clusters Score -2.404059e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -24040532.000000 Penalty: 5996.135254
	Iteration 25Q: 3 clusters Score -2.404053e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -24040552.000000 Penalty: 5996.135254
	Iteration 26Q: 3 clusters Score -2.404055e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174047 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -24040490.000000 Penalty: 5996.135254
	Iteration 27Q: 3 clusters Score -2.404049e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -24040548.000000 Penalty: 5996.135254
	Iteration 28Q: 3 clusters Score -2.404055e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -24040424.000000 Penalty: 5996.135254
	Iteration 29Q: 3 clusters Score -2.404042e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -24040424.000000 Penalty: 5996.135254
	Iteration 30Q: 3 clusters Score -2.404042e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175167 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -24040370.000000 Penalty: 5996.135254
	Iteration 31Q: 3 clusters Score -2.404037e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -24040346.000000 Penalty: 5996.135254
	Iteration 32Q: 3 clusters Score -2.404035e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -24040366.000000 Penalty: 5996.135254
	Iteration 33Q: 3 clusters Score -2.404037e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175585 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24040300.000000 Penalty: 5996.135254
	Iteration 34Q: 3 clusters Score -2.40403e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -24040240.000000 Penalty: 5996.135254
	Iteration 35Q: 3 clusters Score -2.404024e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175798 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -24040184.000000 Penalty: 5996.135254
	Iteration 36Q: 3 clusters Score -2.404018e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -24040172.000000 Penalty: 5996.135254
	Iteration 37Q: 3 clusters Score -2.404017e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -24040124.000000 Penalty: 5996.135254
	Iteration 38Q: 3 clusters Score -2.404012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -24040122.000000 Penalty: 5996.135254
	Iteration 39Q: 3 clusters Score -2.404012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -24040122.000000 Penalty: 5996.135254
	Iteration 40F: 3 clusters Score -2.404012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24040134.000000 Penalty: 5996.135254
	Iteration 41Q: 3 clusters Score -2.404013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176178 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24040148.000000 Penalty: 5996.135254
	Iteration 42Q: 3 clusters Score -2.404015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176225 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -24040124.000000 Penalty: 5996.135254
	Iteration 43Q: 3 clusters Score -2.404012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176271 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24040130.000000 Penalty: 5996.135254
	Iteration 44Q: 3 clusters Score -2.404013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176315 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24040122.000000 Penalty: 5996.135254
	Iteration 45Q: 3 clusters Score -2.404012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176352 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24040114.000000 Penalty: 5996.135254
	Iteration 46Q: 3 clusters Score -2.404011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176394 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24040110.000000 Penalty: 5996.135254
	Iteration 47Q: 3 clusters Score -2.404011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176423 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -24040096.000000 Penalty: 5996.135254
	Iteration 48Q: 3 clusters Score -2.40401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24040100.000000 Penalty: 5996.135254
	Iteration 49Q: 3 clusters Score -2.40401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -24040110.000000 Penalty: 5996.135254
	Iteration 50Q: 3 clusters Score -2.404011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -24040068.000000 Penalty: 5996.135254
	Iteration 51Q: 3 clusters Score -2.404007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -24040048.000000 Penalty: 5996.135254
	Iteration 52Q: 3 clusters Score -2.404005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176525 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -24040048.000000 Penalty: 5996.135254
	Iteration 53Q: 3 clusters Score -2.404005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176546 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -24040062.000000 Penalty: 5996.135254
	Iteration 54Q: 3 clusters Score -2.404006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -24040076.000000 Penalty: 5996.135254
	Iteration 55Q: 3 clusters Score -2.404008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -24040054.000000 Penalty: 5996.135254
	Iteration 56Q: 3 clusters Score -2.404005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24040070.000000 Penalty: 5996.135254
	Iteration 57Q: 3 clusters Score -2.404007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24040078.000000 Penalty: 5996.135254
	Iteration 58Q: 3 clusters Score -2.404008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24040054.000000 Penalty: 5996.135254
	Iteration 59Q: 3 clusters Score -2.404005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24040062.000000 Penalty: 5996.135254
	Iteration 60F: 3 clusters Score -2.404006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24040042.000000 Penalty: 5996.135254
	Iteration 61Q: 3 clusters Score -2.404004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24040020.000000 Penalty: 5996.135254
	Iteration 62Q: 3 clusters Score -2.404002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24040038.000000 Penalty: 5996.135254
	Iteration 63Q: 3 clusters Score -2.404004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -24040032.000000 Penalty: 5996.135254
	Iteration 64Q: 3 clusters Score -2.404003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -24040034.000000 Penalty: 5996.135254
	Iteration 65Q: 3 clusters Score -2.404003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24040026.000000 Penalty: 5996.135254
	Iteration 66Q: 3 clusters Score -2.404003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24040036.000000 Penalty: 5996.135254
	Iteration 67Q: 3 clusters Score -2.404004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176645 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24040036.000000 Penalty: 5996.135254
	Iteration 68F: 3 clusters Score -2.404004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Entering Unmasked Estep 
Score: -2148738.500000 Penalty: 2415.424316
	Iteration 0F: 2 clusters Score -2148738 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 8417 members 
Entering Unmasked Estep 
Score: -2136644.750000 Penalty: 4830.848633
	Iteration 0F: 3 clusters Score -2136645 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2140701.750000 Penalty: 4830.848633
	Iteration 1F: 3 clusters Score -2140702 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2141297.500000 Penalty: 4830.848633
	Iteration 2F: 3 clusters Score -2141298 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2141992.250000 Penalty: 4830.848633
	Iteration 3F: 3 clusters Score -2141992 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2142610.250000 Penalty: 4830.848633
	Iteration 4F: 3 clusters Score -2142610 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2143173.500000 Penalty: 4830.848633
	Iteration 5F: 3 clusters Score -2143174 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2143647.250000 Penalty: 4830.848633
	Iteration 6F: 3 clusters Score -2143647 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2144044.500000 Penalty: 4830.848633
	Iteration 7Q: 3 clusters Score -2144044 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2144391.000000 Penalty: 4830.848633
	Iteration 8Q: 3 clusters Score -2144391 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2144694.500000 Penalty: 4830.848633
	Iteration 9Q: 3 clusters Score -2144694 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2145008.750000 Penalty: 4830.848633
	Iteration 10Q: 3 clusters Score -2145009 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2145297.500000 Penalty: 4830.848633
	Iteration 11Q: 3 clusters Score -2145298 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2145583.500000 Penalty: 4830.848633
	Iteration 12Q: 3 clusters Score -2145584 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2145819.750000 Penalty: 4830.848633
	Iteration 13Q: 3 clusters Score -2145820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2146068.750000 Penalty: 4830.848633
	Iteration 14Q: 3 clusters Score -2146069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2146265.250000 Penalty: 4830.848633
	Iteration 15Q: 3 clusters Score -2146265 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2146457.000000 Penalty: 4830.848633
	Iteration 16Q: 3 clusters Score -2146457 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2146638.500000 Penalty: 4830.848633
	Iteration 17Q: 3 clusters Score -2146638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2146835.750000 Penalty: 4830.848633
	Iteration 18Q: 3 clusters Score -2146836 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2147013.250000 Penalty: 4830.848633
	Iteration 19Q: 3 clusters Score -2147013 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2147175.750000 Penalty: 4830.848633
	Iteration 20F: 3 clusters Score -2147176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2147326.000000 Penalty: 4830.848633
	Iteration 21Q: 3 clusters Score -2147326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2147492.000000 Penalty: 4830.848633
	Iteration 22Q: 3 clusters Score -2147492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2147660.250000 Penalty: 4830.848633
	Iteration 23Q: 3 clusters Score -2147660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2147801.500000 Penalty: 4830.848633
	Iteration 24Q: 3 clusters Score -2147802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2147933.000000 Penalty: 4830.848633
	Iteration 25Q: 3 clusters Score -2147933 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2148065.500000 Penalty: 4830.848633
	Iteration 26Q: 3 clusters Score -2148066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2148214.750000 Penalty: 4830.848633
	Iteration 27Q: 3 clusters Score -2148215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2148358.250000 Penalty: 4830.848633
	Iteration 28Q: 3 clusters Score -2148358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2148494.000000 Penalty: 4830.848633
	Iteration 29Q: 3 clusters Score -2148494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2148542.000000 Penalty: 4830.848633
	Iteration 30Q: 3 clusters Score -2148542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2148560.500000 Penalty: 4830.848633
	Iteration 31Q: 3 clusters Score -2148560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2148567.500000 Penalty: 4830.848633
	Iteration 32Q: 3 clusters Score -2148568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2148565.250000 Penalty: 4830.848633
	Iteration 33Q: 3 clusters Score -2148565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2148568.000000 Penalty: 4830.848633
	Iteration 34Q: 3 clusters Score -2148568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2148603.000000 Penalty: 4830.848633
	Iteration 35F: 3 clusters Score -2148603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2148624.250000 Penalty: 4830.848633
	Iteration 36Q: 3 clusters Score -2148624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2148649.500000 Penalty: 4830.848633
	Iteration 37Q: 3 clusters Score -2148650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2148656.750000 Penalty: 4830.848633
	Iteration 38Q: 3 clusters Score -2148657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2148682.000000 Penalty: 4830.848633
	Iteration 39Q: 3 clusters Score -2148682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2148689.500000 Penalty: 4830.848633
	Iteration 40F: 3 clusters Score -2148690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2148703.750000 Penalty: 4830.848633
	Iteration 41Q: 3 clusters Score -2148704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2148717.250000 Penalty: 4830.848633
	Iteration 42Q: 3 clusters Score -2148717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2148724.500000 Penalty: 4830.848633
	Iteration 43Q: 3 clusters Score -2148724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2148726.500000 Penalty: 4830.848633
	Iteration 44Q: 3 clusters Score -2148726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2148726.750000 Penalty: 4830.848633
	Iteration 45F: 3 clusters Score -2148727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2148729.250000 Penalty: 4830.848633
	Iteration 46Q: 3 clusters Score -2148729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2148729.500000 Penalty: 4830.848633
	Iteration 47Q: 3 clusters Score -2148730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2148727.250000 Penalty: 4830.848633
	Iteration 48Q: 3 clusters Score -2148727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2148727.250000 Penalty: 4830.848633
	Iteration 49F: 3 clusters Score -2148727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -99474.195312 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -99474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97677.671875 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -97677.67 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97912.578125 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -97912.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97978.390625 Penalty: 3309.328369
	Iteration 2Q: 3 clusters Score -97978.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98004.921875 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -98004.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98013.546875 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -98013.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98016.492188 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -98016.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98028.281250 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -98028.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98032.984375 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -98032.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98035.078125 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -98035.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98036.468750 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -98036.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98039.265625 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -98039.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98040.078125 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -98040.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98040.078125 Penalty: 3309.328369
	Iteration 12F: 3 clusters Score -98040.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185276 members 
Entering Unmasked Estep 
Score: -24809488.000000 Penalty: 3008.141113
	Iteration 0F: 2 clusters Score -2.480949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -24688226.000000 Penalty: 6016.282227
	Iteration 0F: 3 clusters Score -2.468823e+07 nChanged 89125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92343 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -24740132.000000 Penalty: 6016.282227
	Iteration 1F: 3 clusters Score -2.474013e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -24740934.000000 Penalty: 6016.282227
	Iteration 2Q: 3 clusters Score -2.474093e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -24741802.000000 Penalty: 6016.282227
	Iteration 3Q: 3 clusters Score -2.47418e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -24742994.000000 Penalty: 6016.282227
	Iteration 4Q: 3 clusters Score -2.474299e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -24744730.000000 Penalty: 6016.282227
	Iteration 5Q: 3 clusters Score -2.474473e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -24747698.000000 Penalty: 6016.282227
	Iteration 6Q: 3 clusters Score -2.47477e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -24752414.000000 Penalty: 6016.282227
	Iteration 7Q: 3 clusters Score -2.475241e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -24759120.000000 Penalty: 6016.282227
	Iteration 8F: 3 clusters Score -2.475912e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 101871 members 
Entering Unmasked Estep 
Score: -24769142.000000 Penalty: 6016.282227
	Iteration 9F: 3 clusters Score -2.476914e+07 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -24780598.000000 Penalty: 6016.282227
	Iteration 10F: 3 clusters Score -2.47806e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -24789102.000000 Penalty: 6016.282227
	Iteration 11F: 3 clusters Score -2.47891e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -24792508.000000 Penalty: 6016.282227
	Iteration 12Q: 3 clusters Score -2.479251e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -24794350.000000 Penalty: 6016.282227
	Iteration 13Q: 3 clusters Score -2.479435e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -24795810.000000 Penalty: 6016.282227
	Iteration 14Q: 3 clusters Score -2.479581e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -24797168.000000 Penalty: 6016.282227
	Iteration 15Q: 3 clusters Score -2.479717e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -24798364.000000 Penalty: 6016.282227
	Iteration 16Q: 3 clusters Score -2.479836e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -24799462.000000 Penalty: 6016.282227
	Iteration 17Q: 3 clusters Score -2.479946e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 128040 members 
Entering Unmasked Estep 
Score: -24800572.000000 Penalty: 6016.282227
	Iteration 18Q: 3 clusters Score -2.480057e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -24801602.000000 Penalty: 6016.282227
	Iteration 19Q: 3 clusters Score -2.48016e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -24802390.000000 Penalty: 6016.282227
	Iteration 20F: 3 clusters Score -2.480239e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -24803154.000000 Penalty: 6016.282227
	Iteration 21Q: 3 clusters Score -2.480315e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -24803774.000000 Penalty: 6016.282227
	Iteration 22Q: 3 clusters Score -2.480377e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -24804376.000000 Penalty: 6016.282227
	Iteration 23Q: 3 clusters Score -2.480438e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -24805100.000000 Penalty: 6016.282227
	Iteration 24Q: 3 clusters Score -2.48051e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 141631 members 
Entering Unmasked Estep 
Score: -24805592.000000 Penalty: 6016.282227
	Iteration 25Q: 3 clusters Score -2.480559e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -24806130.000000 Penalty: 6016.282227
	Iteration 26Q: 3 clusters Score -2.480613e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 145735 members 
Entering Unmasked Estep 
Score: -24806620.000000 Penalty: 6016.282227
	Iteration 27Q: 3 clusters Score -2.480662e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -24807118.000000 Penalty: 6016.282227
	Iteration 28Q: 3 clusters Score -2.480712e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -24807416.000000 Penalty: 6016.282227
	Iteration 29Q: 3 clusters Score -2.480742e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 151395 members 
Entering Unmasked Estep 
Score: -24807866.000000 Penalty: 6016.282227
	Iteration 30Q: 3 clusters Score -2.480787e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -24808126.000000 Penalty: 6016.282227
	Iteration 31Q: 3 clusters Score -2.480813e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 154817 members 
Entering Unmasked Estep 
Score: -24808362.000000 Penalty: 6016.282227
	Iteration 32Q: 3 clusters Score -2.480836e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -24808694.000000 Penalty: 6016.282227
	Iteration 33Q: 3 clusters Score -2.480869e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -24808872.000000 Penalty: 6016.282227
	Iteration 34Q: 3 clusters Score -2.480887e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 159373 members 
Entering Unmasked Estep 
Score: -24809100.000000 Penalty: 6016.282227
	Iteration 35Q: 3 clusters Score -2.48091e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -24809168.000000 Penalty: 6016.282227
	Iteration 36Q: 3 clusters Score -2.480917e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -24809396.000000 Penalty: 6016.282227
	Iteration 37Q: 3 clusters Score -2.48094e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -24809568.000000 Penalty: 6016.282227
	Iteration 38Q: 3 clusters Score -2.480957e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -24809720.000000 Penalty: 6016.282227
	Iteration 39Q: 3 clusters Score -2.480972e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -24809774.000000 Penalty: 6016.282227
	Iteration 40F: 3 clusters Score -2.480977e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -24809830.000000 Penalty: 6016.282227
	Iteration 41Q: 3 clusters Score -2.480983e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 167165 members 
Entering Unmasked Estep 
Score: -24809808.000000 Penalty: 6016.282227
	Iteration 42Q: 3 clusters Score -2.480981e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -24809804.000000 Penalty: 6016.282227
	Iteration 43Q: 3 clusters Score -2.48098e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -24809742.000000 Penalty: 6016.282227
	Iteration 44Q: 3 clusters Score -2.480974e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -24809750.000000 Penalty: 6016.282227
	Iteration 45Q: 3 clusters Score -2.480975e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 170088 members 
Entering Unmasked Estep 
Score: -24809768.000000 Penalty: 6016.282227
	Iteration 46Q: 3 clusters Score -2.480977e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -24809772.000000 Penalty: 6016.282227
	Iteration 47Q: 3 clusters Score -2.480977e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -24809806.000000 Penalty: 6016.282227
	Iteration 48Q: 3 clusters Score -2.480981e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -24809724.000000 Penalty: 6016.282227
	Iteration 49Q: 3 clusters Score -2.480972e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -24809682.000000 Penalty: 6016.282227
	Iteration 50Q: 3 clusters Score -2.480968e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -24809654.000000 Penalty: 6016.282227
	Iteration 51Q: 3 clusters Score -2.480965e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -24809540.000000 Penalty: 6016.282227
	Iteration 52Q: 3 clusters Score -2.480954e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 173658 members 
Entering Unmasked Estep 
Score: -24809446.000000 Penalty: 6016.282227
	Iteration 53Q: 3 clusters Score -2.480945e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -24809470.000000 Penalty: 6016.282227
	Iteration 54Q: 3 clusters Score -2.480947e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -24809432.000000 Penalty: 6016.282227
	Iteration 55Q: 3 clusters Score -2.480943e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -24809408.000000 Penalty: 6016.282227
	Iteration 56Q: 3 clusters Score -2.480941e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -24809354.000000 Penalty: 6016.282227
	Iteration 57Q: 3 clusters Score -2.480935e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -24809378.000000 Penalty: 6016.282227
	Iteration 58Q: 3 clusters Score -2.480938e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -24809286.000000 Penalty: 6016.282227
	Iteration 59Q: 3 clusters Score -2.480929e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -24809250.000000 Penalty: 6016.282227
	Iteration 60F: 3 clusters Score -2.480925e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -24809200.000000 Penalty: 6016.282227
	Iteration 61Q: 3 clusters Score -2.48092e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -24809158.000000 Penalty: 6016.282227
	Iteration 62Q: 3 clusters Score -2.480916e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -24809162.000000 Penalty: 6016.282227
	Iteration 63Q: 3 clusters Score -2.480916e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 177597 members 
Entering Unmasked Estep 
Score: -24809146.000000 Penalty: 6016.282227
	Iteration 64Q: 3 clusters Score -2.480915e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -24809106.000000 Penalty: 6016.282227
	Iteration 65Q: 3 clusters Score -2.480911e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 178119 members 
Entering Unmasked Estep 
Score: -24809036.000000 Penalty: 6016.282227
	Iteration 66Q: 3 clusters Score -2.480904e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 178360 members 
Entering Unmasked Estep 
Score: -24808980.000000 Penalty: 6016.282227
	Iteration 67Q: 3 clusters Score -2.480898e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -24808914.000000 Penalty: 6016.282227
	Iteration 68Q: 3 clusters Score -2.480891e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -24808846.000000 Penalty: 6016.282227
	Iteration 69Q: 3 clusters Score -2.480885e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 179027 members 
Entering Unmasked Estep 
Score: -24808818.000000 Penalty: 6016.282227
	Iteration 70Q: 3 clusters Score -2.480882e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -24808818.000000 Penalty: 6016.282227
	Iteration 71Q: 3 clusters Score -2.480882e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -24808740.000000 Penalty: 6016.282227
	Iteration 72Q: 3 clusters Score -2.480874e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 179595 members 
Entering Unmasked Estep 
Score: -24808708.000000 Penalty: 6016.282227
	Iteration 73Q: 3 clusters Score -2.480871e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 179777 members 
Entering Unmasked Estep 
Score: -24808624.000000 Penalty: 6016.282227
	Iteration 74Q: 3 clusters Score -2.480862e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 179924 members 
Entering Unmasked Estep 
Score: -24808594.000000 Penalty: 6016.282227
	Iteration 75Q: 3 clusters Score -2.480859e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -24808546.000000 Penalty: 6016.282227
	Iteration 76Q: 3 clusters Score -2.480855e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -24808578.000000 Penalty: 6016.282227
	Iteration 77Q: 3 clusters Score -2.480858e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -24808604.000000 Penalty: 6016.282227
	Iteration 78Q: 3 clusters Score -2.48086e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 180390 members 
Entering Unmasked Estep 
Score: -24808598.000000 Penalty: 6016.282227
	Iteration 79Q: 3 clusters Score -2.48086e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -24808584.000000 Penalty: 6016.282227
	Iteration 80F: 3 clusters Score -2.480858e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 180598 members 
Entering Unmasked Estep 
Score: -24808536.000000 Penalty: 6016.282227
	Iteration 81Q: 3 clusters Score -2.480854e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 180692 members 
Entering Unmasked Estep 
Score: -24808492.000000 Penalty: 6016.282227
	Iteration 82Q: 3 clusters Score -2.480849e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 180776 members 
Entering Unmasked Estep 
Score: -24808488.000000 Penalty: 6016.282227
	Iteration 83Q: 3 clusters Score -2.480849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -24808468.000000 Penalty: 6016.282227
	Iteration 84Q: 3 clusters Score -2.480847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 180905 members 
Entering Unmasked Estep 
Score: -24808476.000000 Penalty: 6016.282227
	Iteration 85Q: 3 clusters Score -2.480848e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 180966 members 
Entering Unmasked Estep 
Score: -24808470.000000 Penalty: 6016.282227
	Iteration 86Q: 3 clusters Score -2.480847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -24808462.000000 Penalty: 6016.282227
	Iteration 87Q: 3 clusters Score -2.480846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -24808460.000000 Penalty: 6016.282227
	Iteration 88Q: 3 clusters Score -2.480846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 181127 members 
Entering Unmasked Estep 
Score: -24808438.000000 Penalty: 6016.282227
	Iteration 89Q: 3 clusters Score -2.480844e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 181178 members 
Entering Unmasked Estep 
Score: -24808384.000000 Penalty: 6016.282227
	Iteration 90Q: 3 clusters Score -2.480838e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 181231 members 
Entering Unmasked Estep 
Score: -24808422.000000 Penalty: 6016.282227
	Iteration 91Q: 3 clusters Score -2.480842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 181283 members 
Entering Unmasked Estep 
Score: -24808396.000000 Penalty: 6016.282227
	Iteration 92Q: 3 clusters Score -2.48084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 181318 members 
Entering Unmasked Estep 
Score: -24808384.000000 Penalty: 6016.282227
	Iteration 93Q: 3 clusters Score -2.480838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -24808370.000000 Penalty: 6016.282227
	Iteration 94Q: 3 clusters Score -2.480837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -24808358.000000 Penalty: 6016.282227
	Iteration 95Q: 3 clusters Score -2.480836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 181422 members 
Entering Unmasked Estep 
Score: -24808350.000000 Penalty: 6016.282227
	Iteration 96Q: 3 clusters Score -2.480835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 181470 members 
Entering Unmasked Estep 
Score: -24808338.000000 Penalty: 6016.282227
	Iteration 97Q: 3 clusters Score -2.480834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -24808314.000000 Penalty: 6016.282227
	Iteration 98Q: 3 clusters Score -2.480831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 181548 members 
Entering Unmasked Estep 
Score: -24808342.000000 Penalty: 6016.282227
	Iteration 99Q: 3 clusters Score -2.480834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -24808326.000000 Penalty: 6016.282227
	Iteration 100F: 3 clusters Score -2.480833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 181610 members 
Entering Unmasked Estep 
Score: -24808274.000000 Penalty: 6016.282227
	Iteration 101Q: 3 clusters Score -2.480827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 181637 members 
Entering Unmasked Estep 
Score: -24808234.000000 Penalty: 6016.282227
	Iteration 102Q: 3 clusters Score -2.480823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 181655 members 
Entering Unmasked Estep 
Score: -24808264.000000 Penalty: 6016.282227
	Iteration 103Q: 3 clusters Score -2.480826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 181672 members 
Entering Unmasked Estep 
Score: -24808280.000000 Penalty: 6016.282227
	Iteration 104Q: 3 clusters Score -2.480828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -24808260.000000 Penalty: 6016.282227
	Iteration 105Q: 3 clusters Score -2.480826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 181710 members 
Entering Unmasked Estep 
Score: -24808230.000000 Penalty: 6016.282227
	Iteration 106Q: 3 clusters Score -2.480823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 181729 members 
Entering Unmasked Estep 
Score: -24808232.000000 Penalty: 6016.282227
	Iteration 107Q: 3 clusters Score -2.480823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -24808220.000000 Penalty: 6016.282227
	Iteration 108Q: 3 clusters Score -2.480822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -24808202.000000 Penalty: 6016.282227
	Iteration 109Q: 3 clusters Score -2.48082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 181783 members 
Entering Unmasked Estep 
Score: -24808184.000000 Penalty: 6016.282227
	Iteration 110Q: 3 clusters Score -2.480818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 181797 members 
Entering Unmasked Estep 
Score: -24808194.000000 Penalty: 6016.282227
	Iteration 111Q: 3 clusters Score -2.480819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 181811 members 
Entering Unmasked Estep 
Score: -24808204.000000 Penalty: 6016.282227
	Iteration 112Q: 3 clusters Score -2.48082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 181823 members 
Entering Unmasked Estep 
Score: -24808180.000000 Penalty: 6016.282227
	Iteration 113Q: 3 clusters Score -2.480818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 181833 members 
Entering Unmasked Estep 
Score: -24808190.000000 Penalty: 6016.282227
	Iteration 114Q: 3 clusters Score -2.480819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 181844 members 
Entering Unmasked Estep 
Score: -24808200.000000 Penalty: 6016.282227
	Iteration 115Q: 3 clusters Score -2.48082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 181861 members 
Entering Unmasked Estep 
Score: -24808186.000000 Penalty: 6016.282227
	Iteration 116Q: 3 clusters Score -2.480819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 181875 members 
Entering Unmasked Estep 
Score: -24808190.000000 Penalty: 6016.282227
	Iteration 117Q: 3 clusters Score -2.480819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 181895 members 
Entering Unmasked Estep 
Score: -24808214.000000 Penalty: 6016.282227
	Iteration 118Q: 3 clusters Score -2.480821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 181908 members 
Entering Unmasked Estep 
Score: -24808200.000000 Penalty: 6016.282227
	Iteration 119Q: 3 clusters Score -2.48082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 181912 members 
Entering Unmasked Estep 
Score: -24808196.000000 Penalty: 6016.282227
	Iteration 120F: 3 clusters Score -2.48082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 181917 members 
Entering Unmasked Estep 
Score: -24808198.000000 Penalty: 6016.282227
	Iteration 121Q: 3 clusters Score -2.48082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 181923 members 
Entering Unmasked Estep 
Score: -24808198.000000 Penalty: 6016.282227
	Iteration 122Q: 3 clusters Score -2.48082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -24808188.000000 Penalty: 6016.282227
	Iteration 123Q: 3 clusters Score -2.480819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 181928 members 
Entering Unmasked Estep 
Score: -24808178.000000 Penalty: 6016.282227
	Iteration 124Q: 3 clusters Score -2.480818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -24808200.000000 Penalty: 6016.282227
	Iteration 125Q: 3 clusters Score -2.48082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 181941 members 
Entering Unmasked Estep 
Score: -24808178.000000 Penalty: 6016.282227
	Iteration 126Q: 3 clusters Score -2.480818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 181952 members 
Entering Unmasked Estep 
Score: -24808198.000000 Penalty: 6016.282227
	Iteration 127Q: 3 clusters Score -2.48082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -24808198.000000 Penalty: 6016.282227
	Iteration 128Q: 3 clusters Score -2.48082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 181978 members 
Entering Unmasked Estep 
Score: -24808174.000000 Penalty: 6016.282227
	Iteration 129Q: 3 clusters Score -2.480817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 181989 members 
Entering Unmasked Estep 
Score: -24808146.000000 Penalty: 6016.282227
	Iteration 130Q: 3 clusters Score -2.480815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 182001 members 
Entering Unmasked Estep 
Score: -24808156.000000 Penalty: 6016.282227
	Iteration 131Q: 3 clusters Score -2.480816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -24808160.000000 Penalty: 6016.282227
	Iteration 132Q: 3 clusters Score -2.480816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 182017 members 
Entering Unmasked Estep 
Score: -24808144.000000 Penalty: 6016.282227
	Iteration 133Q: 3 clusters Score -2.480814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 182025 members 
Entering Unmasked Estep 
Score: -24808158.000000 Penalty: 6016.282227
	Iteration 134Q: 3 clusters Score -2.480816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 182033 members 
Entering Unmasked Estep 
Score: -24808176.000000 Penalty: 6016.282227
	Iteration 135Q: 3 clusters Score -2.480818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -24808162.000000 Penalty: 6016.282227
	Iteration 136Q: 3 clusters Score -2.480816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -24808164.000000 Penalty: 6016.282227
	Iteration 137Q: 3 clusters Score -2.480816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -24808164.000000 Penalty: 6016.282227
	Iteration 138Q: 3 clusters Score -2.480816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -24808146.000000 Penalty: 6016.282227
	Iteration 139Q: 3 clusters Score -2.480815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 182077 members 
Entering Unmasked Estep 
Score: -24808138.000000 Penalty: 6016.282227
	Iteration 140F: 3 clusters Score -2.480814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -24808158.000000 Penalty: 6016.282227
	Iteration 141Q: 3 clusters Score -2.480816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -24808160.000000 Penalty: 6016.282227
	Iteration 142Q: 3 clusters Score -2.480816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -24808138.000000 Penalty: 6016.282227
	Iteration 143Q: 3 clusters Score -2.480814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 182108 members 
Entering Unmasked Estep 
Score: -24808164.000000 Penalty: 6016.282227
	Iteration 144Q: 3 clusters Score -2.480816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 182116 members 
Entering Unmasked Estep 
Score: -24808154.000000 Penalty: 6016.282227
	Iteration 145Q: 3 clusters Score -2.480815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 182128 members 
Entering Unmasked Estep 
Score: -24808154.000000 Penalty: 6016.282227
	Iteration 146Q: 3 clusters Score -2.480815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 182139 members 
Entering Unmasked Estep 
Score: -24808180.000000 Penalty: 6016.282227
	Iteration 147Q: 3 clusters Score -2.480818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -24808180.000000 Penalty: 6016.282227
	Iteration 148Q: 3 clusters Score -2.480818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 182148 members 
Entering Unmasked Estep 
Score: -24808176.000000 Penalty: 6016.282227
	Iteration 149Q: 3 clusters Score -2.480818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 182153 members 
Entering Unmasked Estep 
Score: -24808184.000000 Penalty: 6016.282227
	Iteration 150Q: 3 clusters Score -2.480818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 182157 members 
Entering Unmasked Estep 
Score: -24808178.000000 Penalty: 6016.282227
	Iteration 151Q: 3 clusters Score -2.480818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 182163 members 
Entering Unmasked Estep 
Score: -24808172.000000 Penalty: 6016.282227
	Iteration 152Q: 3 clusters Score -2.480817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 182166 members 
Entering Unmasked Estep 
Score: -24808158.000000 Penalty: 6016.282227
	Iteration 153Q: 3 clusters Score -2.480816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 182170 members 
Entering Unmasked Estep 
Score: -24808176.000000 Penalty: 6016.282227
	Iteration 154Q: 3 clusters Score -2.480818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 182175 members 
Entering Unmasked Estep 
Score: -24808162.000000 Penalty: 6016.282227
	Iteration 155Q: 3 clusters Score -2.480816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 182177 members 
Entering Unmasked Estep 
Score: -24808158.000000 Penalty: 6016.282227
	Iteration 156Q: 3 clusters Score -2.480816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 182177 members 
Entering Unmasked Estep 
Score: -24808158.000000 Penalty: 6016.282227
	Iteration 157F: 3 clusters Score -2.480816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -565463.125000 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -565463.1 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 2207 members 
Entering Unmasked Estep 
Score: -561346.625000 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -561346.6 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -562354.437500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -562354.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -562735.000000 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -562735 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -563037.125000 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -563037.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -563258.125000 Penalty: 4164.828613
	Iteration 4F: 3 clusters Score -563258.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -563408.437500 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -563408.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -563517.812500 Penalty: 4164.828613
	Iteration 6Q: 3 clusters Score -563517.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -563601.125000 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -563601.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -563647.687500 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -563647.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -563683.312500 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -563683.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563706.062500 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -563706.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -563724.500000 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -563724.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -563740.937500 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -563740.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -563755.062500 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -563755.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -563768.187500 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -563768.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -563779.062500 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -563779.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -563792.937500 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -563792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -563803.187500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -563803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -563809.000000 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -563809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -563813.437500 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -563813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563816.687500 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -563816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -563821.687500 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -563821.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -563824.812500 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -563824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -563826.375000 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -563826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -563827.812500 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -563827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -563833.187500 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -563833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -563839.125000 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -563839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -563843.875000 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -563843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -563847.750000 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -563847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -563849.562500 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -563849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -563856.187500 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -563856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -563859.750000 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -563859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -563862.812500 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -563862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -563866.250000 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -563866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -563869.812500 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -563869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -563872.312500 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -563872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -563875.250000 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -563875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -563877.250000 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -563877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -563877.500000 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -563877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -563878.062500 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -563878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -563879.437500 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -563879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -563880.562500 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -563880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -563884.437500 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -563884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -563884.937500 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -563884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -563886.437500 Penalty: 4164.828613
	Iteration 44Q: 3 clusters Score -563886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -563889.187500 Penalty: 4164.828613
	Iteration 45Q: 3 clusters Score -563889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -563888.250000 Penalty: 4164.828613
	Iteration 46Q: 3 clusters Score -563888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -563888.625000 Penalty: 4164.828613
	Iteration 47Q: 3 clusters Score -563888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -563888.625000 Penalty: 4164.828613
	Iteration 48Q: 3 clusters Score -563888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -563888.625000 Penalty: 4164.828613
	Iteration 49F: 3 clusters Score -563888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Entering Unmasked Estep 
Score: -5897616.500000 Penalty: 2645.670166
	Iteration 0F: 2 clusters Score -5897616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5868398.500000 Penalty: 5291.340332
	Iteration 0F: 3 clusters Score -5868398 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5879266.500000 Penalty: 5291.340332
	Iteration 1F: 3 clusters Score -5879266 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5879701.000000 Penalty: 5291.340332
	Iteration 2Q: 3 clusters Score -5879701 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5880040.500000 Penalty: 5291.340332
	Iteration 3Q: 3 clusters Score -5880040 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5880329.000000 Penalty: 5291.340332
	Iteration 4Q: 3 clusters Score -5880329 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5880591.000000 Penalty: 5291.340332
	Iteration 5Q: 3 clusters Score -5880591 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -5880881.500000 Penalty: 5291.340332
	Iteration 6Q: 3 clusters Score -5880882 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5881174.000000 Penalty: 5291.340332
	Iteration 7Q: 3 clusters Score -5881174 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5881683.000000 Penalty: 5291.340332
	Iteration 8Q: 3 clusters Score -5881683 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5882477.500000 Penalty: 5291.340332
	Iteration 9Q: 3 clusters Score -5882478 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5883902.000000 Penalty: 5291.340332
	Iteration 10F: 3 clusters Score -5883902 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -5886223.500000 Penalty: 5291.340332
	Iteration 11F: 3 clusters Score -5886224 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5889301.500000 Penalty: 5291.340332
	Iteration 12F: 3 clusters Score -5889302 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5892203.000000 Penalty: 5291.340332
	Iteration 13F: 3 clusters Score -5892203 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5894034.500000 Penalty: 5291.340332
	Iteration 14Q: 3 clusters Score -5894034 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5894786.000000 Penalty: 5291.340332
	Iteration 15Q: 3 clusters Score -5894786 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5895027.000000 Penalty: 5291.340332
	Iteration 16Q: 3 clusters Score -5895027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5895137.000000 Penalty: 5291.340332
	Iteration 17Q: 3 clusters Score -5895137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5895186.000000 Penalty: 5291.340332
	Iteration 18Q: 3 clusters Score -5895186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5895207.000000 Penalty: 5291.340332
	Iteration 19Q: 3 clusters Score -5895207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5895216.500000 Penalty: 5291.340332
	Iteration 20F: 3 clusters Score -5895216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5895220.000000 Penalty: 5291.340332
	Iteration 21Q: 3 clusters Score -5895220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5895228.500000 Penalty: 5291.340332
	Iteration 22Q: 3 clusters Score -5895228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5895242.000000 Penalty: 5291.340332
	Iteration 23Q: 3 clusters Score -5895242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5895251.000000 Penalty: 5291.340332
	Iteration 24Q: 3 clusters Score -5895251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5895254.000000 Penalty: 5291.340332
	Iteration 25Q: 3 clusters Score -5895254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5895254.000000 Penalty: 5291.340332
	Iteration 26F: 3 clusters Score -5895254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Entering Unmasked Estep 
Score: -5148654.500000 Penalty: 2614.702393
	Iteration 0F: 2 clusters Score -5148654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5122779.000000 Penalty: 5229.404785
	Iteration 0F: 3 clusters Score -5122779 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -5132273.000000 Penalty: 5229.404785
	Iteration 1F: 3 clusters Score -5132273 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5132720.500000 Penalty: 5229.404785
	Iteration 2Q: 3 clusters Score -5132720 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5133145.000000 Penalty: 5229.404785
	Iteration 3Q: 3 clusters Score -5133145 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5133511.000000 Penalty: 5229.404785
	Iteration 4Q: 3 clusters Score -5133511 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5133866.500000 Penalty: 5229.404785
	Iteration 5Q: 3 clusters Score -5133866 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5134382.500000 Penalty: 5229.404785
	Iteration 6Q: 3 clusters Score -5134382 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -5135207.500000 Penalty: 5229.404785
	Iteration 7Q: 3 clusters Score -5135208 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5136454.500000 Penalty: 5229.404785
	Iteration 8F: 3 clusters Score -5136454 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -5138469.000000 Penalty: 5229.404785
	Iteration 9F: 3 clusters Score -5138469 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5140963.500000 Penalty: 5229.404785
	Iteration 10F: 3 clusters Score -5140964 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5143357.000000 Penalty: 5229.404785
	Iteration 11F: 3 clusters Score -5143357 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5144993.500000 Penalty: 5229.404785
	Iteration 12Q: 3 clusters Score -5144994 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5145842.500000 Penalty: 5229.404785
	Iteration 13Q: 3 clusters Score -5145842 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5146226.500000 Penalty: 5229.404785
	Iteration 14Q: 3 clusters Score -5146226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5146414.500000 Penalty: 5229.404785
	Iteration 15Q: 3 clusters Score -5146414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5146535.000000 Penalty: 5229.404785
	Iteration 16Q: 3 clusters Score -5146535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -5146605.000000 Penalty: 5229.404785
	Iteration 17Q: 3 clusters Score -5146605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5146659.000000 Penalty: 5229.404785
	Iteration 18Q: 3 clusters Score -5146659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5146697.500000 Penalty: 5229.404785
	Iteration 19Q: 3 clusters Score -5146698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -5146728.500000 Penalty: 5229.404785
	Iteration 20F: 3 clusters Score -5146728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -5146752.500000 Penalty: 5229.404785
	Iteration 21Q: 3 clusters Score -5146752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5146786.000000 Penalty: 5229.404785
	Iteration 22Q: 3 clusters Score -5146786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5146832.000000 Penalty: 5229.404785
	Iteration 23Q: 3 clusters Score -5146832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5146854.500000 Penalty: 5229.404785
	Iteration 24Q: 3 clusters Score -5146854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5146858.500000 Penalty: 5229.404785
	Iteration 25Q: 3 clusters Score -5146858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5146880.000000 Penalty: 5229.404785
	Iteration 26Q: 3 clusters Score -5146880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5146898.000000 Penalty: 5229.404785
	Iteration 27Q: 3 clusters Score -5146898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5146912.000000 Penalty: 5229.404785
	Iteration 28Q: 3 clusters Score -5146912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5146918.500000 Penalty: 5229.404785
	Iteration 29Q: 3 clusters Score -5146918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5146928.000000 Penalty: 5229.404785
	Iteration 30Q: 3 clusters Score -5146928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5146940.000000 Penalty: 5229.404785
	Iteration 31Q: 3 clusters Score -5146940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5146939.500000 Penalty: 5229.404785
	Iteration 32Q: 3 clusters Score -5146940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5146943.500000 Penalty: 5229.404785
	Iteration 33Q: 3 clusters Score -5146944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5146955.000000 Penalty: 5229.404785
	Iteration 34Q: 3 clusters Score -5146955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5146956.000000 Penalty: 5229.404785
	Iteration 35Q: 3 clusters Score -5146956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5146959.500000 Penalty: 5229.404785
	Iteration 36Q: 3 clusters Score -5146960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -5146961.500000 Penalty: 5229.404785
	Iteration 37Q: 3 clusters Score -5146962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5146960.500000 Penalty: 5229.404785
	Iteration 38Q: 3 clusters Score -5146960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5146960.500000 Penalty: 5229.404785
	Iteration 39F: 3 clusters Score -5146960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 167071 members 
Mstep: Class 5 contains 114493 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 151845 members 
Mstep: Class 10 contains 63357 members 
Mstep: Class 11 contains 146987 members 
Mstep: Class 12 contains 71468 members 
Mstep: Class 13 contains 177901 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 185276 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 42960 members 
Mstep: Class 23 contains 37917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350032.000000 Penalty: 73593.648438
Iteration 79Q: 22 clusters Score -1.8035e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 166800 members 
Mstep: Class 5 contains 114452 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 151834 members 
Mstep: Class 10 contains 63363 members 
Mstep: Class 11 contains 146939 members 
Mstep: Class 12 contains 71561 members 
Mstep: Class 13 contains 177885 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 17 contains 17028 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 184918 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 43759 members 
Mstep: Class 23 contains 37799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350656.000000 Penalty: 73593.648438
Iteration 80F: 22 clusters Score -1.803507e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 822 members 
Mstep: Class 4 contains 166597 members 
Mstep: Class 5 contains 114415 members 
Mstep: Class 6 contains 10661 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 151788 members 
Mstep: Class 10 contains 63387 members 
Mstep: Class 11 contains 146882 members 
Mstep: Class 12 contains 71625 members 
Mstep: Class 13 contains 177868 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 17 contains 17082 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 184565 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 44562 members 
Mstep: Class 23 contains 37733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350528.000000 Penalty: 73593.648438
Iteration 81Q: 22 clusters Score -1.803505e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 166369 members 
Mstep: Class 5 contains 114351 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 151701 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 146816 members 
Mstep: Class 12 contains 71697 members 
Mstep: Class 13 contains 177860 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 17 contains 17126 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 184224 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 45478 members 
Mstep: Class 23 contains 37687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351424.000000 Penalty: 73593.648438
Iteration 82Q: 22 clusters Score -1.803514e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 931 members 
Mstep: Class 4 contains 166140 members 
Mstep: Class 5 contains 114279 members 
Mstep: Class 6 contains 10578 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 151654 members 
Mstep: Class 10 contains 63415 members 
Mstep: Class 11 contains 146771 members 
Mstep: Class 12 contains 71758 members 
Mstep: Class 13 contains 177855 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 17 contains 17166 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 183807 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 46391 members 
Mstep: Class 23 contains 37625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352608.000000 Penalty: 73593.648438
Iteration 83Q: 22 clusters Score -1.803526e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 165937 members 
Mstep: Class 5 contains 114221 members 
Mstep: Class 6 contains 10532 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151623 members 
Mstep: Class 10 contains 63423 members 
Mstep: Class 11 contains 146686 members 
Mstep: Class 12 contains 71802 members 
Mstep: Class 13 contains 177847 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17207 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 183411 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 47348 members 
Mstep: Class 23 contains 37544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352704.000000 Penalty: 73593.648438
Iteration 84Q: 22 clusters Score -1.803527e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 165712 members 
Mstep: Class 5 contains 114164 members 
Mstep: Class 6 contains 10513 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 151528 members 
Mstep: Class 10 contains 63437 members 
Mstep: Class 11 contains 146626 members 
Mstep: Class 12 contains 71854 members 
Mstep: Class 13 contains 177842 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17254 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 183015 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 48313 members 
Mstep: Class 23 contains 37470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352688.000000 Penalty: 73593.648438
Iteration 85Q: 22 clusters Score -1.803527e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 165485 members 
Mstep: Class 5 contains 114091 members 
Mstep: Class 6 contains 10483 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 151460 members 
Mstep: Class 10 contains 63467 members 
Mstep: Class 11 contains 146522 members 
Mstep: Class 12 contains 71891 members 
Mstep: Class 13 contains 177850 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17296 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 182609 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 49312 members 
Mstep: Class 23 contains 37407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352736.000000 Penalty: 73593.648438
Iteration 86Q: 22 clusters Score -1.803527e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 168153 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 165233 members 
Mstep: Class 5 contains 114017 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 151424 members 
Mstep: Class 10 contains 63487 members 
Mstep: Class 11 contains 146476 members 
Mstep: Class 12 contains 71910 members 
Mstep: Class 13 contains 177846 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17349 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 182205 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 50297 members 
Mstep: Class 23 contains 37356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353008.000000 Penalty: 73593.648438
Iteration 87Q: 22 clusters Score -1.80353e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 164974 members 
Mstep: Class 5 contains 113935 members 
Mstep: Class 6 contains 10444 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 151371 members 
Mstep: Class 10 contains 63484 members 
Mstep: Class 11 contains 146410 members 
Mstep: Class 12 contains 71916 members 
Mstep: Class 13 contains 177845 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17385 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 181808 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 51408 members 
Mstep: Class 23 contains 37302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352928.000000 Penalty: 73593.648438
Iteration 88Q: 22 clusters Score -1.803529e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167770 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 164641 members 
Mstep: Class 5 contains 113868 members 
Mstep: Class 6 contains 10401 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 151312 members 
Mstep: Class 10 contains 63481 members 
Mstep: Class 11 contains 146345 members 
Mstep: Class 12 contains 71927 members 
Mstep: Class 13 contains 177826 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17426 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 181368 members 
Mstep: Class 21 contains 4478 members 
Mstep: Class 22 contains 52568 members 
Mstep: Class 23 contains 37278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352832.000000 Penalty: 73593.648438
Iteration 89Q: 22 clusters Score -1.803528e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 164386 members 
Mstep: Class 5 contains 113776 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 7 contains 3943 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 151235 members 
Mstep: Class 10 contains 63463 members 
Mstep: Class 11 contains 146293 members 
Mstep: Class 12 contains 71924 members 
Mstep: Class 13 contains 177838 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17466 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 180852 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 53756 members 
Mstep: Class 23 contains 37243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353056.000000 Penalty: 73593.648438
Iteration 90Q: 22 clusters Score -1.803531e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 164118 members 
Mstep: Class 5 contains 113699 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 151213 members 
Mstep: Class 10 contains 63466 members 
Mstep: Class 11 contains 146190 members 
Mstep: Class 12 contains 71884 members 
Mstep: Class 13 contains 177812 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 180309 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 55037 members 
Mstep: Class 23 contains 37214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180353376.000000 Penalty: 73593.648438
Iteration 91Q: 22 clusters Score -1.803534e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 163823 members 
Mstep: Class 5 contains 113618 members 
Mstep: Class 6 contains 10260 members 
Mstep: Class 7 contains 3949 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 151193 members 
Mstep: Class 10 contains 63474 members 
Mstep: Class 11 contains 146114 members 
Mstep: Class 12 contains 71849 members 
Mstep: Class 13 contains 177767 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 179732 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 56399 members 
Mstep: Class 23 contains 37178 members 
Entering Unmasked Estep 
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Iteration 92Q: 22 clusters Score -1.803534e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 163515 members 
Mstep: Class 5 contains 113534 members 
Mstep: Class 6 contains 10232 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151178 members 
Mstep: Class 10 contains 63485 members 
Mstep: Class 11 contains 145949 members 
Mstep: Class 12 contains 71802 members 
Mstep: Class 13 contains 177724 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17568 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 179195 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 57832 members 
Mstep: Class 23 contains 37133 members 
Entering Unmasked Estep 
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Iteration 93Q: 22 clusters Score -1.803536e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 163190 members 
Mstep: Class 5 contains 113431 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151161 members 
Mstep: Class 10 contains 63476 members 
Mstep: Class 11 contains 145802 members 
Mstep: Class 12 contains 71757 members 
Mstep: Class 13 contains 177696 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17592 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 178605 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 59360 members 
Mstep: Class 23 contains 37090 members 
Entering Unmasked Estep 
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Iteration 94Q: 22 clusters Score -1.803543e+08 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 162879 members 
Mstep: Class 5 contains 113284 members 
Mstep: Class 6 contains 10142 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151121 members 
Mstep: Class 10 contains 63504 members 
Mstep: Class 11 contains 145690 members 
Mstep: Class 12 contains 71721 members 
Mstep: Class 13 contains 177659 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17617 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 177919 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 60983 members 
Mstep: Class 23 contains 37053 members 
Entering Unmasked Estep 
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Iteration 95Q: 22 clusters Score -1.803552e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 162576 members 
Mstep: Class 5 contains 113139 members 
Mstep: Class 6 contains 10111 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151112 members 
Mstep: Class 10 contains 63520 members 
Mstep: Class 11 contains 145551 members 
Mstep: Class 12 contains 71649 members 
Mstep: Class 13 contains 177636 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17649 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 177203 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 62682 members 
Mstep: Class 23 contains 37017 members 
Entering Unmasked Estep 
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Iteration 96Q: 22 clusters Score -1.80355e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 162209 members 
Mstep: Class 5 contains 112995 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151111 members 
Mstep: Class 10 contains 63524 members 
Mstep: Class 11 contains 145404 members 
Mstep: Class 12 contains 71583 members 
Mstep: Class 13 contains 177629 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 176446 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 64463 members 
Mstep: Class 23 contains 36991 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.80356e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 112821 members 
Mstep: Class 6 contains 10036 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151144 members 
Mstep: Class 10 contains 63548 members 
Mstep: Class 11 contains 145249 members 
Mstep: Class 12 contains 71506 members 
Mstep: Class 13 contains 177615 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 175670 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 66337 members 
Mstep: Class 23 contains 36954 members 
Entering Unmasked Estep 
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Iteration 98Q: 22 clusters Score -1.803563e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 161475 members 
Mstep: Class 5 contains 112639 members 
Mstep: Class 6 contains 10005 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151175 members 
Mstep: Class 10 contains 63576 members 
Mstep: Class 11 contains 145110 members 
Mstep: Class 12 contains 71412 members 
Mstep: Class 13 contains 177603 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17730 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 174857 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 68253 members 
Mstep: Class 23 contains 36930 members 
Entering Unmasked Estep 
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Iteration 99Q: 22 clusters Score -1.803567e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 161091 members 
Mstep: Class 5 contains 112468 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151233 members 
Mstep: Class 10 contains 63583 members 
Mstep: Class 11 contains 144937 members 
Mstep: Class 12 contains 71345 members 
Mstep: Class 13 contains 177593 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17750 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 174099 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 70202 members 
Mstep: Class 23 contains 36904 members 
Entering Unmasked Estep 
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Iteration 100F: 22 clusters Score -1.803571e+08 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 160695 members 
Mstep: Class 5 contains 112246 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151320 members 
Mstep: Class 10 contains 63594 members 
Mstep: Class 11 contains 144700 members 
Mstep: Class 12 contains 71274 members 
Mstep: Class 13 contains 177561 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17787 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 173358 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 72255 members 
Mstep: Class 23 contains 36849 members 
Entering Unmasked Estep 
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Iteration 101Q: 22 clusters Score -1.803576e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 160344 members 
Mstep: Class 5 contains 111991 members 
Mstep: Class 6 contains 9966 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151304 members 
Mstep: Class 10 contains 63608 members 
Mstep: Class 11 contains 144423 members 
Mstep: Class 12 contains 71168 members 
Mstep: Class 13 contains 177499 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17839 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 172592 members 
Mstep: Class 21 contains 4489 members 
Mstep: Class 22 contains 74485 members 
Mstep: Class 23 contains 36793 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.803582e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 159986 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151244 members 
Mstep: Class 10 contains 63616 members 
Mstep: Class 11 contains 144233 members 
Mstep: Class 12 contains 71072 members 
Mstep: Class 13 contains 177467 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17885 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 171709 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 76781 members 
Mstep: Class 23 contains 36746 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.803585e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 163220 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 159563 members 
Mstep: Class 5 contains 111509 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 151200 members 
Mstep: Class 10 contains 63614 members 
Mstep: Class 11 contains 144119 members 
Mstep: Class 12 contains 70980 members 
Mstep: Class 13 contains 177432 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17915 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 170670 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 79275 members 
Mstep: Class 23 contains 36679 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.803587e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 162731 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 159139 members 
Mstep: Class 5 contains 111215 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 151139 members 
Mstep: Class 10 contains 63601 members 
Mstep: Class 11 contains 144148 members 
Mstep: Class 12 contains 70884 members 
Mstep: Class 13 contains 177412 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17935 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 169512 members 
Mstep: Class 21 contains 4497 members 
Mstep: Class 22 contains 81833 members 
Mstep: Class 23 contains 36628 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.803594e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 158668 members 
Mstep: Class 5 contains 110963 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 151030 members 
Mstep: Class 10 contains 63592 members 
Mstep: Class 11 contains 144160 members 
Mstep: Class 12 contains 70805 members 
Mstep: Class 13 contains 177412 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 17986 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 168306 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 84361 members 
Mstep: Class 23 contains 36572 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.803594e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 158255 members 
Mstep: Class 5 contains 110719 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 150867 members 
Mstep: Class 10 contains 63589 members 
Mstep: Class 11 contains 144235 members 
Mstep: Class 12 contains 70702 members 
Mstep: Class 13 contains 177443 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18023 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 167009 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 86899 members 
Mstep: Class 23 contains 36497 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.803597e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 157890 members 
Mstep: Class 5 contains 110458 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 150709 members 
Mstep: Class 10 contains 63582 members 
Mstep: Class 11 contains 144346 members 
Mstep: Class 12 contains 70583 members 
Mstep: Class 13 contains 177476 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18049 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 165727 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 89417 members 
Mstep: Class 23 contains 36415 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.803599e+08 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 157540 members 
Mstep: Class 5 contains 110216 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 150527 members 
Mstep: Class 10 contains 63580 members 
Mstep: Class 11 contains 144440 members 
Mstep: Class 12 contains 70457 members 
Mstep: Class 13 contains 177514 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18070 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 164362 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 91990 members 
Mstep: Class 23 contains 36352 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.8036e+08 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 160833 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 157234 members 
Mstep: Class 5 contains 109988 members 
Mstep: Class 6 contains 9829 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 150347 members 
Mstep: Class 10 contains 63572 members 
Mstep: Class 11 contains 144554 members 
Mstep: Class 12 contains 70319 members 
Mstep: Class 13 contains 177557 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18095 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 163044 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 94469 members 
Mstep: Class 23 contains 36297 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.803603e+08 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 156953 members 
Mstep: Class 5 contains 109722 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 150149 members 
Mstep: Class 10 contains 63580 members 
Mstep: Class 11 contains 144619 members 
Mstep: Class 12 contains 70184 members 
Mstep: Class 13 contains 177602 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18120 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 161665 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 97073 members 
Mstep: Class 23 contains 36228 members 
Entering Unmasked Estep 
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Iteration 111Q: 22 clusters Score -1.803604e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 156674 members 
Mstep: Class 5 contains 109460 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 149943 members 
Mstep: Class 10 contains 63617 members 
Mstep: Class 11 contains 144725 members 
Mstep: Class 12 contains 70019 members 
Mstep: Class 13 contains 177617 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18154 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 160319 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 99588 members 
Mstep: Class 23 contains 36169 members 
Entering Unmasked Estep 
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Iteration 112Q: 22 clusters Score -1.803608e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 156409 members 
Mstep: Class 5 contains 109216 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 149752 members 
Mstep: Class 10 contains 63631 members 
Mstep: Class 11 contains 144832 members 
Mstep: Class 12 contains 69857 members 
Mstep: Class 13 contains 177639 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18194 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 158899 members 
Mstep: Class 21 contains 4501 members 
Mstep: Class 22 contains 102122 members 
Mstep: Class 23 contains 36123 members 
Entering Unmasked Estep 
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Iteration 113Q: 22 clusters Score -1.803612e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 156123 members 
Mstep: Class 5 contains 108946 members 
Mstep: Class 6 contains 9768 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 149554 members 
Mstep: Class 10 contains 63665 members 
Mstep: Class 11 contains 145007 members 
Mstep: Class 12 contains 69711 members 
Mstep: Class 13 contains 177616 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18225 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 157440 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 104660 members 
Mstep: Class 23 contains 36056 members 
Entering Unmasked Estep 
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Iteration 114Q: 22 clusters Score -1.803615e+08 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155864 members 
Mstep: Class 5 contains 108686 members 
Mstep: Class 6 contains 9762 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 149333 members 
Mstep: Class 10 contains 63682 members 
Mstep: Class 11 contains 145142 members 
Mstep: Class 12 contains 69585 members 
Mstep: Class 13 contains 177599 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18261 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 107208 members 
Mstep: Class 23 contains 35999 members 
Entering Unmasked Estep 
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Iteration 115Q: 22 clusters Score -1.803615e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155649 members 
Mstep: Class 5 contains 108417 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 149109 members 
Mstep: Class 10 contains 63717 members 
Mstep: Class 11 contains 145268 members 
Mstep: Class 12 contains 69467 members 
Mstep: Class 13 contains 177585 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18284 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 154564 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 109665 members 
Mstep: Class 23 contains 35927 members 
Entering Unmasked Estep 
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Iteration 116Q: 22 clusters Score -1.803619e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155406 members 
Mstep: Class 5 contains 108173 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 148861 members 
Mstep: Class 10 contains 63741 members 
Mstep: Class 11 contains 145370 members 
Mstep: Class 12 contains 69339 members 
Mstep: Class 13 contains 177603 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18313 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 153166 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 112122 members 
Mstep: Class 23 contains 35871 members 
Entering Unmasked Estep 
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Iteration 117Q: 22 clusters Score -1.803619e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 158156 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155223 members 
Mstep: Class 5 contains 107911 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 148611 members 
Mstep: Class 10 contains 63748 members 
Mstep: Class 11 contains 145468 members 
Mstep: Class 12 contains 69201 members 
Mstep: Class 13 contains 177573 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18341 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 151877 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 114546 members 
Mstep: Class 23 contains 35800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362288.000000 Penalty: 73593.648438
Iteration 118Q: 22 clusters Score -1.803623e+08 nChanged 4427
Entering ConstructFrom: 
Score: -180362288.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (157872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Entering Unmasked Estep 
Score: -21239424.000000 Penalty: 2968.445801
	Iteration 0F: 2 clusters Score -2.123942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -21133962.000000 Penalty: 5936.891602
	Iteration 0F: 3 clusters Score -2.113396e+07 nChanged 75475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -21178356.000000 Penalty: 5936.891602
	Iteration 1F: 3 clusters Score -2.117836e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -21179482.000000 Penalty: 5936.891602
	Iteration 2Q: 3 clusters Score -2.117948e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -21180928.000000 Penalty: 5936.891602
	Iteration 3Q: 3 clusters Score -2.118093e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -21182744.000000 Penalty: 5936.891602
	Iteration 4Q: 3 clusters Score -2.118274e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -21185258.000000 Penalty: 5936.891602
	Iteration 5Q: 3 clusters Score -2.118526e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -21189772.000000 Penalty: 5936.891602
	Iteration 6F: 3 clusters Score -2.118977e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -21195972.000000 Penalty: 5936.891602
	Iteration 7F: 3 clusters Score -2.119597e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -21203944.000000 Penalty: 5936.891602
	Iteration 8F: 3 clusters Score -2.120394e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -21211982.000000 Penalty: 5936.891602
	Iteration 9F: 3 clusters Score -2.121198e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 129003 members 
Entering Unmasked Estep 
Score: -21218592.000000 Penalty: 5936.891602
	Iteration 10F: 3 clusters Score -2.121859e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 134592 members 
Entering Unmasked Estep 
Score: -21223106.000000 Penalty: 5936.891602
	Iteration 11Q: 3 clusters Score -2.122311e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -21226272.000000 Penalty: 5936.891602
	Iteration 12Q: 3 clusters Score -2.122627e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 142877 members 
Entering Unmasked Estep 
Score: -21228716.000000 Penalty: 5936.891602
	Iteration 13Q: 3 clusters Score -2.122872e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -21230698.000000 Penalty: 5936.891602
	Iteration 14Q: 3 clusters Score -2.12307e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 148598 members 
Entering Unmasked Estep 
Score: -21232382.000000 Penalty: 5936.891602
	Iteration 15Q: 3 clusters Score -2.123238e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -21233782.000000 Penalty: 5936.891602
	Iteration 16Q: 3 clusters Score -2.123378e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -21234878.000000 Penalty: 5936.891602
	Iteration 17Q: 3 clusters Score -2.123488e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -21235662.000000 Penalty: 5936.891602
	Iteration 18Q: 3 clusters Score -2.123566e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -21236226.000000 Penalty: 5936.891602
	Iteration 19Q: 3 clusters Score -2.123623e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 155235 members 
Entering Unmasked Estep 
Score: -21236532.000000 Penalty: 5936.891602
	Iteration 20F: 3 clusters Score -2.123653e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 155681 members 
Entering Unmasked Estep 
Score: -21236826.000000 Penalty: 5936.891602
	Iteration 21Q: 3 clusters Score -2.123683e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -21236980.000000 Penalty: 5936.891602
	Iteration 22Q: 3 clusters Score -2.123698e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -21237058.000000 Penalty: 5936.891602
	Iteration 23Q: 3 clusters Score -2.123706e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21237132.000000 Penalty: 5936.891602
	Iteration 24Q: 3 clusters Score -2.123713e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -21237218.000000 Penalty: 5936.891602
	Iteration 25Q: 3 clusters Score -2.123722e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -21237232.000000 Penalty: 5936.891602
	Iteration 26Q: 3 clusters Score -2.123723e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -21237244.000000 Penalty: 5936.891602
	Iteration 27Q: 3 clusters Score -2.123724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -21237228.000000 Penalty: 5936.891602
	Iteration 28Q: 3 clusters Score -2.123723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -21237258.000000 Penalty: 5936.891602
	Iteration 29Q: 3 clusters Score -2.123726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -21237264.000000 Penalty: 5936.891602
	Iteration 30Q: 3 clusters Score -2.123726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -21237298.000000 Penalty: 5936.891602
	Iteration 31Q: 3 clusters Score -2.12373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 156643 members 
Entering Unmasked Estep 
Score: -21237284.000000 Penalty: 5936.891602
	Iteration 32Q: 3 clusters Score -2.123728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -21237288.000000 Penalty: 5936.891602
	Iteration 33Q: 3 clusters Score -2.123729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 156703 members 
Entering Unmasked Estep 
Score: -21237306.000000 Penalty: 5936.891602
	Iteration 34Q: 3 clusters Score -2.123731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -21237316.000000 Penalty: 5936.891602
	Iteration 35Q: 3 clusters Score -2.123732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -21237326.000000 Penalty: 5936.891602
	Iteration 36Q: 3 clusters Score -2.123733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -21237334.000000 Penalty: 5936.891602
	Iteration 37Q: 3 clusters Score -2.123733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -21237316.000000 Penalty: 5936.891602
	Iteration 38Q: 3 clusters Score -2.123732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -21237334.000000 Penalty: 5936.891602
	Iteration 39Q: 3 clusters Score -2.123733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -21237328.000000 Penalty: 5936.891602
	Iteration 40F: 3 clusters Score -2.123733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 156761 members 
Entering Unmasked Estep 
Score: -21237332.000000 Penalty: 5936.891602
	Iteration 41Q: 3 clusters Score -2.123733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -21237332.000000 Penalty: 5936.891602
	Iteration 42Q: 3 clusters Score -2.123733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 156764 members 
Entering Unmasked Estep 
Score: -21237346.000000 Penalty: 5936.891602
	Iteration 43Q: 3 clusters Score -2.123735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -21237342.000000 Penalty: 5936.891602
	Iteration 44Q: 3 clusters Score -2.123734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -21237352.000000 Penalty: 5936.891602
	Iteration 45Q: 3 clusters Score -2.123735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -21237364.000000 Penalty: 5936.891602
	Iteration 46Q: 3 clusters Score -2.123736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -21237370.000000 Penalty: 5936.891602
	Iteration 47Q: 3 clusters Score -2.123737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -21237370.000000 Penalty: 5936.891602
	Iteration 48Q: 3 clusters Score -2.123737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 156774 members 
Entering Unmasked Estep 
Score: -21237354.000000 Penalty: 5936.891602
	Iteration 49Q: 3 clusters Score -2.123735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -21237356.000000 Penalty: 5936.891602
	Iteration 50Q: 3 clusters Score -2.123736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -21237356.000000 Penalty: 5936.891602
	Iteration 51F: 3 clusters Score -2.123736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131998.218750 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131998.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132568.328125 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132568.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132758.484375 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -132758.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132939.093750 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -132939.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133159.828125 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -133159.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133364.078125 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -133364.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133644.062500 Penalty: 3473.971191
	Iteration 6F: 3 clusters Score -133644.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133829.859375 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -133829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133919.500000 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -133919.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133950.687500 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -133950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133975.593750 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -133975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133986.343750 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -133986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133996.750000 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -133996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134011.109375 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134020.343750 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134024.718750 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -134024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134027.343750 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -134027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134027.343750 Penalty: 3473.971191
	Iteration 17F: 3 clusters Score -134027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155061 members 
Mstep: Class 5 contains 107655 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 148370 members 
Mstep: Class 10 contains 63763 members 
Mstep: Class 11 contains 145566 members 
Mstep: Class 12 contains 69074 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150644 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 116797 members 
Mstep: Class 23 contains 35720 members 
Entering Unmasked Estep 
Score: -180361040.000000 Penalty: 77098.109375
Splitting cluster 2 changes total score from -180362288.000000 to -180361040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104473.132812 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104473.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105314.367188 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -105314.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106305.625000 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106305.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -106566.359375 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -106566.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -106762.539062 Penalty: 3391.317139
	Iteration 4F: 3 clusters Score -106762.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -106882.117188 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -106882.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -106949.515625 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -106949.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -106987.023438 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -106987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -107006.257812 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -107026.664062 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107026.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107056.148438 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -107101.257812 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -107101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -107144.921875 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -107144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -107151.140625 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -107151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -107152.632812 Penalty: 3391.317139
	Iteration 14Q: 3 clusters Score -107152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -107155.929688 Penalty: 3391.317139
	Iteration 15Q: 3 clusters Score -107155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -107168.640625 Penalty: 3391.317139
	Iteration 16Q: 3 clusters Score -107168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -107186.976562 Penalty: 3391.317139
	Iteration 17Q: 3 clusters Score -107187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -107198.906250 Penalty: 3391.317139
	Iteration 18Q: 3 clusters Score -107198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -107213.992188 Penalty: 3391.317139
	Iteration 19Q: 3 clusters Score -107214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -107221.062500 Penalty: 3391.317139
	Iteration 20F: 3 clusters Score -107221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -107232.679688 Penalty: 3391.317139
	Iteration 21Q: 3 clusters Score -107232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -107236.195312 Penalty: 3391.317139
	Iteration 22Q: 3 clusters Score -107236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -107236.195312 Penalty: 3391.317139
	Iteration 23F: 3 clusters Score -107236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 799 members 
Mstep: Class 4 contains 155061 members 
Mstep: Class 5 contains 107655 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 148370 members 
Mstep: Class 10 contains 63763 members 
Mstep: Class 11 contains 145566 members 
Mstep: Class 12 contains 69074 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150644 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 116797 members 
Mstep: Class 23 contains 35720 members 
Entering Unmasked Estep 
Score: -180362000.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180362288.000000 to -180362000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (155061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Entering Unmasked Estep 
Score: -20940968.000000 Penalty: 2963.990479
	Iteration 0F: 2 clusters Score -2.094097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -20838412.000000 Penalty: 5927.980957
	Iteration 0F: 3 clusters Score -2.083841e+07 nChanged 74042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -20882024.000000 Penalty: 5927.980957
	Iteration 1F: 3 clusters Score -2.088202e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -20883226.000000 Penalty: 5927.980957
	Iteration 2Q: 3 clusters Score -2.088323e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -20884890.000000 Penalty: 5927.980957
	Iteration 3Q: 3 clusters Score -2.088489e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -20888250.000000 Penalty: 5927.980957
	Iteration 4Q: 3 clusters Score -2.088825e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -20894696.000000 Penalty: 5927.980957
	Iteration 5F: 3 clusters Score -2.08947e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -20904826.000000 Penalty: 5927.980957
	Iteration 6F: 3 clusters Score -2.090483e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -20917658.000000 Penalty: 5927.980957
	Iteration 7F: 3 clusters Score -2.091766e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -20928992.000000 Penalty: 5927.980957
	Iteration 8F: 3 clusters Score -2.092899e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -20934908.000000 Penalty: 5927.980957
	Iteration 9Q: 3 clusters Score -2.093491e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20937116.000000 Penalty: 5927.980957
	Iteration 10Q: 3 clusters Score -2.093712e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20937828.000000 Penalty: 5927.980957
	Iteration 11Q: 3 clusters Score -2.093783e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20938160.000000 Penalty: 5927.980957
	Iteration 12Q: 3 clusters Score -2.093816e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154692 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20938316.000000 Penalty: 5927.980957
	Iteration 13Q: 3 clusters Score -2.093832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20938380.000000 Penalty: 5927.980957
	Iteration 14Q: 3 clusters Score -2.093838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20938412.000000 Penalty: 5927.980957
	Iteration 15Q: 3 clusters Score -2.093841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20938446.000000 Penalty: 5927.980957
	Iteration 16Q: 3 clusters Score -2.093845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154753 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20938468.000000 Penalty: 5927.980957
	Iteration 17Q: 3 clusters Score -2.093847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20938466.000000 Penalty: 5927.980957
	Iteration 18Q: 3 clusters Score -2.093847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20938472.000000 Penalty: 5927.980957
	Iteration 19Q: 3 clusters Score -2.093847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20938496.000000 Penalty: 5927.980957
	Iteration 20F: 3 clusters Score -2.09385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20938490.000000 Penalty: 5927.980957
	Iteration 21Q: 3 clusters Score -2.093849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20938494.000000 Penalty: 5927.980957
	Iteration 22Q: 3 clusters Score -2.093849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20938504.000000 Penalty: 5927.980957
	Iteration 23Q: 3 clusters Score -2.09385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20938506.000000 Penalty: 5927.980957
	Iteration 24Q: 3 clusters Score -2.093851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20938514.000000 Penalty: 5927.980957
	Iteration 25Q: 3 clusters Score -2.093851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20938514.000000 Penalty: 5927.980957
	Iteration 26F: 3 clusters Score -2.093851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Entering Unmasked Estep 
Score: -14541320.000000 Penalty: 2873.498291
	Iteration 0F: 2 clusters Score -1.454132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -14469560.000000 Penalty: 5746.996582
	Iteration 0F: 3 clusters Score -1.446956e+07 nChanged 50918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -14498318.000000 Penalty: 5746.996582
	Iteration 1F: 3 clusters Score -1.449832e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -14498937.000000 Penalty: 5746.996582
	Iteration 2Q: 3 clusters Score -1.449894e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -14499735.000000 Penalty: 5746.996582
	Iteration 3Q: 3 clusters Score -1.449974e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -14500561.000000 Penalty: 5746.996582
	Iteration 4Q: 3 clusters Score -1.450056e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -14501700.000000 Penalty: 5746.996582
	Iteration 5Q: 3 clusters Score -1.45017e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -14503071.000000 Penalty: 5746.996582
	Iteration 6Q: 3 clusters Score -1.450307e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -14504724.000000 Penalty: 5746.996582
	Iteration 7Q: 3 clusters Score -1.450472e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -14506532.000000 Penalty: 5746.996582
	Iteration 8Q: 3 clusters Score -1.450653e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -14508580.000000 Penalty: 5746.996582
	Iteration 9Q: 3 clusters Score -1.450858e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -14510810.000000 Penalty: 5746.996582
	Iteration 10Q: 3 clusters Score -1.451081e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -14512855.000000 Penalty: 5746.996582
	Iteration 11Q: 3 clusters Score -1.451286e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -14514887.000000 Penalty: 5746.996582
	Iteration 12Q: 3 clusters Score -1.451489e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -14516966.000000 Penalty: 5746.996582
	Iteration 13Q: 3 clusters Score -1.451697e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -14519445.000000 Penalty: 5746.996582
	Iteration 14Q: 3 clusters Score -1.451944e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -14522408.000000 Penalty: 5746.996582
	Iteration 15F: 3 clusters Score -1.452241e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -14525629.000000 Penalty: 5746.996582
	Iteration 16F: 3 clusters Score -1.452563e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -14529046.000000 Penalty: 5746.996582
	Iteration 17F: 3 clusters Score -1.452905e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -14532121.000000 Penalty: 5746.996582
	Iteration 18Q: 3 clusters Score -1.453212e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -14534621.000000 Penalty: 5746.996582
	Iteration 19Q: 3 clusters Score -1.453462e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -14536326.000000 Penalty: 5746.996582
	Iteration 20F: 3 clusters Score -1.453633e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -14537312.000000 Penalty: 5746.996582
	Iteration 21Q: 3 clusters Score -1.453731e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -14537897.000000 Penalty: 5746.996582
	Iteration 22Q: 3 clusters Score -1.45379e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -14538277.000000 Penalty: 5746.996582
	Iteration 23Q: 3 clusters Score -1.453828e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -14538556.000000 Penalty: 5746.996582
	Iteration 24Q: 3 clusters Score -1.453856e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14538709.000000 Penalty: 5746.996582
	Iteration 25Q: 3 clusters Score -1.453871e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14538777.000000 Penalty: 5746.996582
	Iteration 26Q: 3 clusters Score -1.453878e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14538863.000000 Penalty: 5746.996582
	Iteration 27Q: 3 clusters Score -1.453886e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14538918.000000 Penalty: 5746.996582
	Iteration 28Q: 3 clusters Score -1.453892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -14538919.000000 Penalty: 5746.996582
	Iteration 29Q: 3 clusters Score -1.453892e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14538948.000000 Penalty: 5746.996582
	Iteration 30Q: 3 clusters Score -1.453895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106716 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14538986.000000 Penalty: 5746.996582
	Iteration 31Q: 3 clusters Score -1.453899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -14538996.000000 Penalty: 5746.996582
	Iteration 32Q: 3 clusters Score -1.4539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14539015.000000 Penalty: 5746.996582
	Iteration 33Q: 3 clusters Score -1.453902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106786 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -14539001.000000 Penalty: 5746.996582
	Iteration 34Q: 3 clusters Score -1.4539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14539015.000000 Penalty: 5746.996582
	Iteration 35Q: 3 clusters Score -1.453902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14539025.000000 Penalty: 5746.996582
	Iteration 36Q: 3 clusters Score -1.453902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14539043.000000 Penalty: 5746.996582
	Iteration 37Q: 3 clusters Score -1.453904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14539035.000000 Penalty: 5746.996582
	Iteration 38Q: 3 clusters Score -1.453904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14539043.000000 Penalty: 5746.996582
	Iteration 39Q: 3 clusters Score -1.453904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14539039.000000 Penalty: 5746.996582
	Iteration 40F: 3 clusters Score -1.453904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14539040.000000 Penalty: 5746.996582
	Iteration 41Q: 3 clusters Score -1.453904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14539035.000000 Penalty: 5746.996582
	Iteration 42Q: 3 clusters Score -1.453904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14539043.000000 Penalty: 5746.996582
	Iteration 43Q: 3 clusters Score -1.453904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14539034.000000 Penalty: 5746.996582
	Iteration 44Q: 3 clusters Score -1.453903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106854 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14539048.000000 Penalty: 5746.996582
	Iteration 45Q: 3 clusters Score -1.453905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -14539034.000000 Penalty: 5746.996582
	Iteration 46Q: 3 clusters Score -1.453903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -14539043.000000 Penalty: 5746.996582
	Iteration 47Q: 3 clusters Score -1.453904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14539038.000000 Penalty: 5746.996582
	Iteration 48Q: 3 clusters Score -1.453904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14539030.000000 Penalty: 5746.996582
	Iteration 49Q: 3 clusters Score -1.453903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14539031.000000 Penalty: 5746.996582
	Iteration 50Q: 3 clusters Score -1.453903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -14539032.000000 Penalty: 5746.996582
	Iteration 51Q: 3 clusters Score -1.453903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14539029.000000 Penalty: 5746.996582
	Iteration 52Q: 3 clusters Score -1.453903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14539030.000000 Penalty: 5746.996582
	Iteration 53Q: 3 clusters Score -1.453903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14539030.000000 Penalty: 5746.996582
	Iteration 54F: 3 clusters Score -1.453903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Entering Unmasked Estep 
Score: -1350218.625000 Penalty: 2276.303467
	Iteration 0F: 2 clusters Score -1350219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1342751.625000 Penalty: 4552.606934
	Iteration 0F: 3 clusters Score -1342752 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1344802.750000 Penalty: 4552.606934
	Iteration 1F: 3 clusters Score -1344803 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1345078.000000 Penalty: 4552.606934
	Iteration 2F: 3 clusters Score -1345078 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1345275.125000 Penalty: 4552.606934
	Iteration 3Q: 3 clusters Score -1345275 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1345432.500000 Penalty: 4552.606934
	Iteration 4Q: 3 clusters Score -1345432 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1345564.375000 Penalty: 4552.606934
	Iteration 5Q: 3 clusters Score -1345564 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1345678.750000 Penalty: 4552.606934
	Iteration 6Q: 3 clusters Score -1345679 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1345800.125000 Penalty: 4552.606934
	Iteration 7Q: 3 clusters Score -1345800 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1345942.750000 Penalty: 4552.606934
	Iteration 8Q: 3 clusters Score -1345943 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1346106.500000 Penalty: 4552.606934
	Iteration 9Q: 3 clusters Score -1346106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1346291.750000 Penalty: 4552.606934
	Iteration 10Q: 3 clusters Score -1346292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1346460.625000 Penalty: 4552.606934
	Iteration 11Q: 3 clusters Score -1346461 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1346678.375000 Penalty: 4552.606934
	Iteration 12Q: 3 clusters Score -1346678 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1346913.250000 Penalty: 4552.606934
	Iteration 13Q: 3 clusters Score -1346913 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1347159.000000 Penalty: 4552.606934
	Iteration 14Q: 3 clusters Score -1347159 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1347420.125000 Penalty: 4552.606934
	Iteration 15Q: 3 clusters Score -1347420 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1347639.875000 Penalty: 4552.606934
	Iteration 16Q: 3 clusters Score -1347640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1347789.625000 Penalty: 4552.606934
	Iteration 17Q: 3 clusters Score -1347790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1347902.750000 Penalty: 4552.606934
	Iteration 18Q: 3 clusters Score -1347903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1347979.000000 Penalty: 4552.606934
	Iteration 19Q: 3 clusters Score -1347979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1348035.250000 Penalty: 4552.606934
	Iteration 20F: 3 clusters Score -1348035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1348078.250000 Penalty: 4552.606934
	Iteration 21Q: 3 clusters Score -1348078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1348123.750000 Penalty: 4552.606934
	Iteration 22Q: 3 clusters Score -1348124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1348166.125000 Penalty: 4552.606934
	Iteration 23Q: 3 clusters Score -1348166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1348209.250000 Penalty: 4552.606934
	Iteration 24Q: 3 clusters Score -1348209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1348238.375000 Penalty: 4552.606934
	Iteration 25Q: 3 clusters Score -1348238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1348261.750000 Penalty: 4552.606934
	Iteration 26Q: 3 clusters Score -1348262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1348270.125000 Penalty: 4552.606934
	Iteration 27Q: 3 clusters Score -1348270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1348275.375000 Penalty: 4552.606934
	Iteration 28Q: 3 clusters Score -1348275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1348279.875000 Penalty: 4552.606934
	Iteration 29Q: 3 clusters Score -1348280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1348288.875000 Penalty: 4552.606934
	Iteration 30Q: 3 clusters Score -1348289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1348293.500000 Penalty: 4552.606934
	Iteration 31Q: 3 clusters Score -1348294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1348298.500000 Penalty: 4552.606934
	Iteration 32Q: 3 clusters Score -1348298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1348302.125000 Penalty: 4552.606934
	Iteration 33Q: 3 clusters Score -1348302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1348303.250000 Penalty: 4552.606934
	Iteration 34Q: 3 clusters Score -1348303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1348304.000000 Penalty: 4552.606934
	Iteration 35Q: 3 clusters Score -1348304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1348305.250000 Penalty: 4552.606934
	Iteration 36Q: 3 clusters Score -1348305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1348308.875000 Penalty: 4552.606934
	Iteration 37Q: 3 clusters Score -1348309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1348311.625000 Penalty: 4552.606934
	Iteration 38Q: 3 clusters Score -1348312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1348310.625000 Penalty: 4552.606934
	Iteration 39Q: 3 clusters Score -1348311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1348312.375000 Penalty: 4552.606934
	Iteration 40F: 3 clusters Score -1348312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -497779.906250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -497779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -493902.781250 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -493902.8 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -494721.406250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -494721.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -494917.500000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -494917.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -495051.437500 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -495051.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -495133.218750 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -495133.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -495178.906250 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -495178.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495218.218750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -495218.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -495254.343750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -495254.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -495286.562500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -495286.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -495320.812500 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -495320.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -495349.000000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -495349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -495375.125000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -495375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -495399.437500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -495399.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -495420.468750 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -495420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -495435.656250 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -495435.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -495455.812500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -495455.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -495473.906250 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -495473.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -495486.375000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -495486.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -495496.125000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -495496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -495506.000000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -495506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -495514.562500 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -495514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -495524.250000 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -495524.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -495539.093750 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -495539.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -495549.312500 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -495549.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -495556.625000 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -495556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -495561.031250 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -495561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -495568.093750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -495568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -495574.281250 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -495574.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -495580.468750 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -495580.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -495587.437500 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -495587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -495593.531250 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -495593.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -495603.281250 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -495603.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -495611.750000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -495611.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -495623.093750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -495623.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -495631.062500 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -495631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -495637.812500 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -495637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495645.968750 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -495646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -495652.687500 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -495652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -495660.718750 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -495660.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -495664.937500 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -495664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -495669.812500 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -495669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -495673.687500 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -495673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -495677.593750 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -495677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -495679.875000 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -495679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -495683.437500 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -495683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -495686.437500 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -495686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -495691.625000 Penalty: 4110.988770
	Iteration 46Q: 3 clusters Score -495691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -495694.937500 Penalty: 4110.988770
	Iteration 47Q: 3 clusters Score -495694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -495696.906250 Penalty: 4110.988770
	Iteration 48Q: 3 clusters Score -495696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -495701.656250 Penalty: 4110.988770
	Iteration 49Q: 3 clusters Score -495701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -495705.687500 Penalty: 4110.988770
	Iteration 50Q: 3 clusters Score -495705.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -495710.593750 Penalty: 4110.988770
	Iteration 51Q: 3 clusters Score -495710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -495712.625000 Penalty: 4110.988770
	Iteration 52Q: 3 clusters Score -495712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -495714.687500 Penalty: 4110.988770
	Iteration 53Q: 3 clusters Score -495714.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -495716.562500 Penalty: 4110.988770
	Iteration 54Q: 3 clusters Score -495716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -495717.468750 Penalty: 4110.988770
	Iteration 55Q: 3 clusters Score -495717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -495719.312500 Penalty: 4110.988770
	Iteration 56Q: 3 clusters Score -495719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -495720.437500 Penalty: 4110.988770
	Iteration 57Q: 3 clusters Score -495720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -495723.000000 Penalty: 4110.988770
	Iteration 58Q: 3 clusters Score -495723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -495723.656250 Penalty: 4110.988770
	Iteration 59Q: 3 clusters Score -495723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -495726.125000 Penalty: 4110.988770
	Iteration 60F: 3 clusters Score -495726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -495727.187500 Penalty: 4110.988770
	Iteration 61Q: 3 clusters Score -495727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -495728.625000 Penalty: 4110.988770
	Iteration 62Q: 3 clusters Score -495728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -495729.937500 Penalty: 4110.988770
	Iteration 63Q: 3 clusters Score -495729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -495734.000000 Penalty: 4110.988770
	Iteration 64Q: 3 clusters Score -495734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -495737.531250 Penalty: 4110.988770
	Iteration 65Q: 3 clusters Score -495737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -495739.250000 Penalty: 4110.988770
	Iteration 66Q: 3 clusters Score -495739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -495740.812500 Penalty: 4110.988770
	Iteration 67Q: 3 clusters Score -495740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -495741.937500 Penalty: 4110.988770
	Iteration 68Q: 3 clusters Score -495741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -495741.656250 Penalty: 4110.988770
	Iteration 69Q: 3 clusters Score -495741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -495741.656250 Penalty: 4110.988770
	Iteration 70F: 3 clusters Score -495741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -338509.593750 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -338509.6 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 1269 members 
Entering Unmasked Estep 
Score: -335512.906250 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -335512.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -336026.812500 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -336026.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -336174.093750 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -336174.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -336257.593750 Penalty: 3888.990234
	Iteration 3Q: 3 clusters Score -336257.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -336311.687500 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -336311.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -336347.750000 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -336347.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -336387.031250 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -336387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -336415.968750 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -336416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336437.562500 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -336437.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336454.093750 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -336454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -336469.656250 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -336469.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -336485.625000 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -336485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336499.968750 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -336500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336511.750000 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -336511.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336521.468750 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -336521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -336526.875000 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -336526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -336529.500000 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -336529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336531.343750 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -336531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336533.187500 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -336533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336533.187500 Penalty: 3888.990234
	Iteration 19F: 3 clusters Score -336533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (148370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Entering Unmasked Estep 
Score: -19855512.000000 Penalty: 2953.051025
	Iteration 0F: 2 clusters Score -1.985551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -19757840.000000 Penalty: 5906.102051
	Iteration 0F: 3 clusters Score -1.975784e+07 nChanged 70860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -19799252.000000 Penalty: 5906.102051
	Iteration 1F: 3 clusters Score -1.979925e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -19800336.000000 Penalty: 5906.102051
	Iteration 2Q: 3 clusters Score -1.980034e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -19801610.000000 Penalty: 5906.102051
	Iteration 3Q: 3 clusters Score -1.980161e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -19803806.000000 Penalty: 5906.102051
	Iteration 4Q: 3 clusters Score -1.980381e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -19807898.000000 Penalty: 5906.102051
	Iteration 5F: 3 clusters Score -1.98079e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -19815174.000000 Penalty: 5906.102051
	Iteration 6F: 3 clusters Score -1.981517e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -19826054.000000 Penalty: 5906.102051
	Iteration 7F: 3 clusters Score -1.982605e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132123 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -19838218.000000 Penalty: 5906.102051
	Iteration 8F: 3 clusters Score -1.983822e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -19847226.000000 Penalty: 5906.102051
	Iteration 9F: 3 clusters Score -1.984723e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146238 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19851260.000000 Penalty: 5906.102051
	Iteration 10Q: 3 clusters Score -1.985126e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19852312.000000 Penalty: 5906.102051
	Iteration 11Q: 3 clusters Score -1.985231e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19852634.000000 Penalty: 5906.102051
	Iteration 12Q: 3 clusters Score -1.985263e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19852776.000000 Penalty: 5906.102051
	Iteration 13Q: 3 clusters Score -1.985278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19852836.000000 Penalty: 5906.102051
	Iteration 14Q: 3 clusters Score -1.985284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19852882.000000 Penalty: 5906.102051
	Iteration 15Q: 3 clusters Score -1.985288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19852898.000000 Penalty: 5906.102051
	Iteration 16Q: 3 clusters Score -1.98529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19852914.000000 Penalty: 5906.102051
	Iteration 17Q: 3 clusters Score -1.985291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19852910.000000 Penalty: 5906.102051
	Iteration 18Q: 3 clusters Score -1.985291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19852918.000000 Penalty: 5906.102051
	Iteration 19Q: 3 clusters Score -1.985292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19852910.000000 Penalty: 5906.102051
	Iteration 20F: 3 clusters Score -1.985291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Entering Unmasked Estep 
Score: -8302526.000000 Penalty: 2743.606201
	Iteration 0F: 2 clusters Score -8302526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8259492.500000 Penalty: 5487.212402
	Iteration 0F: 3 clusters Score -8259492 nChanged 29835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -8276158.500000 Penalty: 5487.212402
	Iteration 1F: 3 clusters Score -8276158 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8276649.500000 Penalty: 5487.212402
	Iteration 2Q: 3 clusters Score -8276650 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8277261.000000 Penalty: 5487.212402
	Iteration 3Q: 3 clusters Score -8277261 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -8278034.000000 Penalty: 5487.212402
	Iteration 4Q: 3 clusters Score -8278034 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -8279408.500000 Penalty: 5487.212402
	Iteration 5Q: 3 clusters Score -8279408 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8281741.000000 Penalty: 5487.212402
	Iteration 6F: 3 clusters Score -8281741 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -8285641.000000 Penalty: 5487.212402
	Iteration 7F: 3 clusters Score -8285641 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -8290510.500000 Penalty: 5487.212402
	Iteration 8F: 3 clusters Score -8290510 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -8295180.000000 Penalty: 5487.212402
	Iteration 9F: 3 clusters Score -8295180 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -8298175.000000 Penalty: 5487.212402
	Iteration 10Q: 3 clusters Score -8298175 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -8299495.500000 Penalty: 5487.212402
	Iteration 11Q: 3 clusters Score -8299496 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -8299975.000000 Penalty: 5487.212402
	Iteration 12Q: 3 clusters Score -8299975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -8300162.500000 Penalty: 5487.212402
	Iteration 13Q: 3 clusters Score -8300162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -8300239.000000 Penalty: 5487.212402
	Iteration 14Q: 3 clusters Score -8300239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -8300278.500000 Penalty: 5487.212402
	Iteration 15Q: 3 clusters Score -8300278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8300285.500000 Penalty: 5487.212402
	Iteration 16Q: 3 clusters Score -8300286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -8300289.000000 Penalty: 5487.212402
	Iteration 17Q: 3 clusters Score -8300289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -8300303.000000 Penalty: 5487.212402
	Iteration 18Q: 3 clusters Score -8300303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -8300303.500000 Penalty: 5487.212402
	Iteration 19Q: 3 clusters Score -8300304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8300312.000000 Penalty: 5487.212402
	Iteration 20F: 3 clusters Score -8300312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -8300318.500000 Penalty: 5487.212402
	Iteration 21Q: 3 clusters Score -8300318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -8300314.500000 Penalty: 5487.212402
	Iteration 22Q: 3 clusters Score -8300314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -8300320.500000 Penalty: 5487.212402
	Iteration 23Q: 3 clusters Score -8300320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -8300334.500000 Penalty: 5487.212402
	Iteration 24Q: 3 clusters Score -8300334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -8300343.000000 Penalty: 5487.212402
	Iteration 25Q: 3 clusters Score -8300343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -8300355.000000 Penalty: 5487.212402
	Iteration 26Q: 3 clusters Score -8300355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -8300351.000000 Penalty: 5487.212402
	Iteration 27Q: 3 clusters Score -8300351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -8300352.000000 Penalty: 5487.212402
	Iteration 28Q: 3 clusters Score -8300352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8300363.000000 Penalty: 5487.212402
	Iteration 29Q: 3 clusters Score -8300363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8300366.000000 Penalty: 5487.212402
	Iteration 30Q: 3 clusters Score -8300366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8300368.000000 Penalty: 5487.212402
	Iteration 31Q: 3 clusters Score -8300368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8300368.000000 Penalty: 5487.212402
	Iteration 32F: 3 clusters Score -8300368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Entering Unmasked Estep 
Score: -19523898.000000 Penalty: 2948.319336
	Iteration 0F: 2 clusters Score -1.95239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -19427794.000000 Penalty: 5896.638672
	Iteration 0F: 3 clusters Score -1.942779e+07 nChanged 69753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -19468418.000000 Penalty: 5896.638672
	Iteration 1F: 3 clusters Score -1.946842e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -19470068.000000 Penalty: 5896.638672
	Iteration 2Q: 3 clusters Score -1.947007e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -19472686.000000 Penalty: 5896.638672
	Iteration 3Q: 3 clusters Score -1.947269e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -19475974.000000 Penalty: 5896.638672
	Iteration 4Q: 3 clusters Score -1.947597e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -19480738.000000 Penalty: 5896.638672
	Iteration 5F: 3 clusters Score -1.948074e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -19486404.000000 Penalty: 5896.638672
	Iteration 6F: 3 clusters Score -1.94864e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -19492368.000000 Penalty: 5896.638672
	Iteration 7F: 3 clusters Score -1.949237e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -19497524.000000 Penalty: 5896.638672
	Iteration 8F: 3 clusters Score -1.949752e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -19501318.000000 Penalty: 5896.638672
	Iteration 9F: 3 clusters Score -1.950132e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -19503560.000000 Penalty: 5896.638672
	Iteration 10Q: 3 clusters Score -1.950356e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -19504702.000000 Penalty: 5896.638672
	Iteration 11Q: 3 clusters Score -1.95047e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -19505476.000000 Penalty: 5896.638672
	Iteration 12Q: 3 clusters Score -1.950548e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -19505982.000000 Penalty: 5896.638672
	Iteration 13Q: 3 clusters Score -1.950598e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -19506516.000000 Penalty: 5896.638672
	Iteration 14Q: 3 clusters Score -1.950652e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -19506930.000000 Penalty: 5896.638672
	Iteration 15Q: 3 clusters Score -1.950693e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -19507344.000000 Penalty: 5896.638672
	Iteration 16Q: 3 clusters Score -1.950734e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -19507814.000000 Penalty: 5896.638672
	Iteration 17Q: 3 clusters Score -1.950781e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -19508420.000000 Penalty: 5896.638672
	Iteration 18Q: 3 clusters Score -1.950842e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -19508972.000000 Penalty: 5896.638672
	Iteration 19Q: 3 clusters Score -1.950897e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -19509586.000000 Penalty: 5896.638672
	Iteration 20F: 3 clusters Score -1.950959e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -19510274.000000 Penalty: 5896.638672
	Iteration 21Q: 3 clusters Score -1.951027e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -19510936.000000 Penalty: 5896.638672
	Iteration 22Q: 3 clusters Score -1.951094e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -19511404.000000 Penalty: 5896.638672
	Iteration 23Q: 3 clusters Score -1.95114e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -19511818.000000 Penalty: 5896.638672
	Iteration 24Q: 3 clusters Score -1.951182e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -19512256.000000 Penalty: 5896.638672
	Iteration 25Q: 3 clusters Score -1.951226e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -19512652.000000 Penalty: 5896.638672
	Iteration 26Q: 3 clusters Score -1.951265e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -19512968.000000 Penalty: 5896.638672
	Iteration 27Q: 3 clusters Score -1.951297e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -19513208.000000 Penalty: 5896.638672
	Iteration 28Q: 3 clusters Score -1.951321e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -19513488.000000 Penalty: 5896.638672
	Iteration 29Q: 3 clusters Score -1.951349e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -19513732.000000 Penalty: 5896.638672
	Iteration 30Q: 3 clusters Score -1.951373e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -19513980.000000 Penalty: 5896.638672
	Iteration 31Q: 3 clusters Score -1.951398e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -19514168.000000 Penalty: 5896.638672
	Iteration 32Q: 3 clusters Score -1.951417e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100356 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -19514444.000000 Penalty: 5896.638672
	Iteration 33Q: 3 clusters Score -1.951444e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -19514660.000000 Penalty: 5896.638672
	Iteration 34Q: 3 clusters Score -1.951466e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -19515024.000000 Penalty: 5896.638672
	Iteration 35Q: 3 clusters Score -1.951502e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -19515378.000000 Penalty: 5896.638672
	Iteration 36Q: 3 clusters Score -1.951538e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -19515778.000000 Penalty: 5896.638672
	Iteration 37Q: 3 clusters Score -1.951578e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -19516068.000000 Penalty: 5896.638672
	Iteration 38Q: 3 clusters Score -1.951607e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -19516418.000000 Penalty: 5896.638672
	Iteration 39Q: 3 clusters Score -1.951642e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -19516786.000000 Penalty: 5896.638672
	Iteration 40F: 3 clusters Score -1.951679e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -19517046.000000 Penalty: 5896.638672
	Iteration 41Q: 3 clusters Score -1.951705e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -19517378.000000 Penalty: 5896.638672
	Iteration 42Q: 3 clusters Score -1.951738e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -19517690.000000 Penalty: 5896.638672
	Iteration 43Q: 3 clusters Score -1.951769e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -19518048.000000 Penalty: 5896.638672
	Iteration 44Q: 3 clusters Score -1.951805e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -19518454.000000 Penalty: 5896.638672
	Iteration 45Q: 3 clusters Score -1.951845e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119745 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -19518866.000000 Penalty: 5896.638672
	Iteration 46Q: 3 clusters Score -1.951887e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -19519198.000000 Penalty: 5896.638672
	Iteration 47Q: 3 clusters Score -1.95192e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122436 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -19519534.000000 Penalty: 5896.638672
	Iteration 48Q: 3 clusters Score -1.951953e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -19519772.000000 Penalty: 5896.638672
	Iteration 49Q: 3 clusters Score -1.951977e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -19520106.000000 Penalty: 5896.638672
	Iteration 50Q: 3 clusters Score -1.952011e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -19520268.000000 Penalty: 5896.638672
	Iteration 51Q: 3 clusters Score -1.952027e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -19520542.000000 Penalty: 5896.638672
	Iteration 52Q: 3 clusters Score -1.952054e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -19520840.000000 Penalty: 5896.638672
	Iteration 53Q: 3 clusters Score -1.952084e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -19521024.000000 Penalty: 5896.638672
	Iteration 54Q: 3 clusters Score -1.952102e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130175 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -19521340.000000 Penalty: 5896.638672
	Iteration 55Q: 3 clusters Score -1.952134e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131156 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -19521580.000000 Penalty: 5896.638672
	Iteration 56Q: 3 clusters Score -1.952158e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132084 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -19521884.000000 Penalty: 5896.638672
	Iteration 57Q: 3 clusters Score -1.952188e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -19522126.000000 Penalty: 5896.638672
	Iteration 58Q: 3 clusters Score -1.952213e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -19522202.000000 Penalty: 5896.638672
	Iteration 59Q: 3 clusters Score -1.95222e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134431 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -19522358.000000 Penalty: 5896.638672
	Iteration 60F: 3 clusters Score -1.952236e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -19522460.000000 Penalty: 5896.638672
	Iteration 61Q: 3 clusters Score -1.952246e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135729 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -19522514.000000 Penalty: 5896.638672
	Iteration 62Q: 3 clusters Score -1.952251e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136329 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -19522610.000000 Penalty: 5896.638672
	Iteration 63Q: 3 clusters Score -1.952261e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -19522748.000000 Penalty: 5896.638672
	Iteration 64Q: 3 clusters Score -1.952275e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -19522802.000000 Penalty: 5896.638672
	Iteration 65Q: 3 clusters Score -1.95228e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -19522844.000000 Penalty: 5896.638672
	Iteration 66Q: 3 clusters Score -1.952284e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -19522818.000000 Penalty: 5896.638672
	Iteration 67Q: 3 clusters Score -1.952282e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -19522814.000000 Penalty: 5896.638672
	Iteration 68Q: 3 clusters Score -1.952281e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -19522862.000000 Penalty: 5896.638672
	Iteration 69Q: 3 clusters Score -1.952286e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19522940.000000 Penalty: 5896.638672
	Iteration 70Q: 3 clusters Score -1.952294e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -19522978.000000 Penalty: 5896.638672
	Iteration 71Q: 3 clusters Score -1.952298e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -19522988.000000 Penalty: 5896.638672
	Iteration 72Q: 3 clusters Score -1.952299e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -19522982.000000 Penalty: 5896.638672
	Iteration 73Q: 3 clusters Score -1.952298e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140890 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -19522988.000000 Penalty: 5896.638672
	Iteration 74Q: 3 clusters Score -1.952299e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -19522960.000000 Penalty: 5896.638672
	Iteration 75Q: 3 clusters Score -1.952296e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19522966.000000 Penalty: 5896.638672
	Iteration 76Q: 3 clusters Score -1.952297e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -19523018.000000 Penalty: 5896.638672
	Iteration 77Q: 3 clusters Score -1.952302e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19523010.000000 Penalty: 5896.638672
	Iteration 78Q: 3 clusters Score -1.952301e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -19522970.000000 Penalty: 5896.638672
	Iteration 79Q: 3 clusters Score -1.952297e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -19522962.000000 Penalty: 5896.638672
	Iteration 80F: 3 clusters Score -1.952296e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142127 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -19522966.000000 Penalty: 5896.638672
	Iteration 81Q: 3 clusters Score -1.952297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -19522928.000000 Penalty: 5896.638672
	Iteration 82Q: 3 clusters Score -1.952293e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -19522908.000000 Penalty: 5896.638672
	Iteration 83Q: 3 clusters Score -1.952291e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -19522960.000000 Penalty: 5896.638672
	Iteration 84Q: 3 clusters Score -1.952296e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -19522936.000000 Penalty: 5896.638672
	Iteration 85Q: 3 clusters Score -1.952294e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19522906.000000 Penalty: 5896.638672
	Iteration 86Q: 3 clusters Score -1.952291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -19522912.000000 Penalty: 5896.638672
	Iteration 87Q: 3 clusters Score -1.952291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -19522924.000000 Penalty: 5896.638672
	Iteration 88Q: 3 clusters Score -1.952292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19522904.000000 Penalty: 5896.638672
	Iteration 89Q: 3 clusters Score -1.95229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -19522916.000000 Penalty: 5896.638672
	Iteration 90Q: 3 clusters Score -1.952292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142661 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -19522892.000000 Penalty: 5896.638672
	Iteration 91Q: 3 clusters Score -1.952289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -19522900.000000 Penalty: 5896.638672
	Iteration 92Q: 3 clusters Score -1.95229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -19522920.000000 Penalty: 5896.638672
	Iteration 93Q: 3 clusters Score -1.952292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -19522908.000000 Penalty: 5896.638672
	Iteration 94Q: 3 clusters Score -1.952291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19522886.000000 Penalty: 5896.638672
	Iteration 95Q: 3 clusters Score -1.952289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -19522876.000000 Penalty: 5896.638672
	Iteration 96Q: 3 clusters Score -1.952288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -19522880.000000 Penalty: 5896.638672
	Iteration 97Q: 3 clusters Score -1.952288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19522868.000000 Penalty: 5896.638672
	Iteration 98Q: 3 clusters Score -1.952287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -19522872.000000 Penalty: 5896.638672
	Iteration 99Q: 3 clusters Score -1.952287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142863 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19522888.000000 Penalty: 5896.638672
	Iteration 100F: 3 clusters Score -1.952289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142875 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19522906.000000 Penalty: 5896.638672
	Iteration 101Q: 3 clusters Score -1.952291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142889 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -19522872.000000 Penalty: 5896.638672
	Iteration 102Q: 3 clusters Score -1.952287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19522866.000000 Penalty: 5896.638672
	Iteration 103Q: 3 clusters Score -1.952287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19522856.000000 Penalty: 5896.638672
	Iteration 104Q: 3 clusters Score -1.952286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19522850.000000 Penalty: 5896.638672
	Iteration 105Q: 3 clusters Score -1.952285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -19522824.000000 Penalty: 5896.638672
	Iteration 106Q: 3 clusters Score -1.952282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19522810.000000 Penalty: 5896.638672
	Iteration 107Q: 3 clusters Score -1.952281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19522814.000000 Penalty: 5896.638672
	Iteration 108Q: 3 clusters Score -1.952281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -19522798.000000 Penalty: 5896.638672
	Iteration 109Q: 3 clusters Score -1.95228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 110Q: 3 clusters Score -1.952279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142983 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 111Q: 3 clusters Score -1.952279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -19522786.000000 Penalty: 5896.638672
	Iteration 112Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 113Q: 3 clusters Score -1.952279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -19522790.000000 Penalty: 5896.638672
	Iteration 114Q: 3 clusters Score -1.952279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -19522782.000000 Penalty: 5896.638672
	Iteration 115Q: 3 clusters Score -1.952278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -19522786.000000 Penalty: 5896.638672
	Iteration 116Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 117Q: 3 clusters Score -1.952279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19522786.000000 Penalty: 5896.638672
	Iteration 118Q: 3 clusters Score -1.952279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143017 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -19522786.000000 Penalty: 5896.638672
	Iteration 119Q: 3 clusters Score -1.952279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -19522790.000000 Penalty: 5896.638672
	Iteration 120F: 3 clusters Score -1.952279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -19522784.000000 Penalty: 5896.638672
	Iteration 121Q: 3 clusters Score -1.952278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 122Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -19522792.000000 Penalty: 5896.638672
	Iteration 123Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -19522778.000000 Penalty: 5896.638672
	Iteration 124Q: 3 clusters Score -1.952278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143039 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19522792.000000 Penalty: 5896.638672
	Iteration 125Q: 3 clusters Score -1.952279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -19522792.000000 Penalty: 5896.638672
	Iteration 126Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19522794.000000 Penalty: 5896.638672
	Iteration 127Q: 3 clusters Score -1.952279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -19522792.000000 Penalty: 5896.638672
	Iteration 128Q: 3 clusters Score -1.952279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19522788.000000 Penalty: 5896.638672
	Iteration 129Q: 3 clusters Score -1.952279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19522776.000000 Penalty: 5896.638672
	Iteration 130Q: 3 clusters Score -1.952278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19522776.000000 Penalty: 5896.638672
	Iteration 131F: 3 clusters Score -1.952278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Entering Unmasked Estep 
Score: -9402293.000000 Penalty: 2763.447510
	Iteration 0F: 2 clusters Score -9402293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -9356197.000000 Penalty: 5526.895020
	Iteration 0F: 3 clusters Score -9356197 nChanged 32202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9373951.000000 Penalty: 5526.895020
	Iteration 1F: 3 clusters Score -9373951 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -9374486.000000 Penalty: 5526.895020
	Iteration 2Q: 3 clusters Score -9374486 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -9374972.000000 Penalty: 5526.895020
	Iteration 3Q: 3 clusters Score -9374972 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -9375279.000000 Penalty: 5526.895020
	Iteration 4Q: 3 clusters Score -9375279 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -9375657.000000 Penalty: 5526.895020
	Iteration 5Q: 3 clusters Score -9375657 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -9376137.000000 Penalty: 5526.895020
	Iteration 6Q: 3 clusters Score -9376137 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9376662.000000 Penalty: 5526.895020
	Iteration 7Q: 3 clusters Score -9376662 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -9377306.000000 Penalty: 5526.895020
	Iteration 8Q: 3 clusters Score -9377306 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -9378254.000000 Penalty: 5526.895020
	Iteration 9Q: 3 clusters Score -9378254 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -9379649.000000 Penalty: 5526.895020
	Iteration 10Q: 3 clusters Score -9379649 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -9381782.000000 Penalty: 5526.895020
	Iteration 11Q: 3 clusters Score -9381782 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9384887.000000 Penalty: 5526.895020
	Iteration 12F: 3 clusters Score -9384887 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -9387743.000000 Penalty: 5526.895020
	Iteration 13F: 3 clusters Score -9387743 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -9389806.000000 Penalty: 5526.895020
	Iteration 14F: 3 clusters Score -9389806 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -9390690.000000 Penalty: 5526.895020
	Iteration 15Q: 3 clusters Score -9390690 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -9391084.000000 Penalty: 5526.895020
	Iteration 16Q: 3 clusters Score -9391084 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -9391380.000000 Penalty: 5526.895020
	Iteration 17Q: 3 clusters Score -9391380 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9391692.000000 Penalty: 5526.895020
	Iteration 18Q: 3 clusters Score -9391692 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -9391958.000000 Penalty: 5526.895020
	Iteration 19Q: 3 clusters Score -9391958 nChanged 958
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9392216 nChanged 940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9392519 nChanged 940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9392829 nChanged 918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9393083 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9393363 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9393630 nChanged 896
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9393946 nChanged 869
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9394146 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9394360 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9394602 nChanged 829
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Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9394912 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9395135 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9395381 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9395617 nChanged 822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9395852 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9396143 nChanged 849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9396396 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9396699 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9396971 nChanged 756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9397193 nChanged 723
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9397392 nChanged 682
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9397643 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9397928 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9398111 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9398250 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9398442 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9398606 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9398738 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9398878 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9399039 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9399128 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9399271 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9399344 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9399409 nChanged 214
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Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9399506 nChanged 172
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Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9399577 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9399638 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9399692 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9399727 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9399778 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9399793 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9399833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9399842.000000 Penalty: 5526.895020
	Iteration 62Q: 3 clusters Score -9399842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9399860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9399863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9399888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9399907 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9399903 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9399937 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9399935 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9399949 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9399970 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9399973 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9399983 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9400004 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9400000 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9399999.000000 Penalty: 5526.895020
	Iteration 76Q: 3 clusters Score -9399999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9400003.000000 Penalty: 5526.895020
	Iteration 77Q: 3 clusters Score -9400003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9400005.000000 Penalty: 5526.895020
	Iteration 78Q: 3 clusters Score -9400005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9400007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9400016.000000 Penalty: 5526.895020
	Iteration 80F: 3 clusters Score -9400016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9400012.000000 Penalty: 5526.895020
	Iteration 81Q: 3 clusters Score -9400012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9400022.000000 Penalty: 5526.895020
	Iteration 82Q: 3 clusters Score -9400022 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9400024.000000 Penalty: 5526.895020
	Iteration 83Q: 3 clusters Score -9400024 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9400033.000000 Penalty: 5526.895020
	Iteration 84Q: 3 clusters Score -9400033 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9400041 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9400041 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9400045.000000 Penalty: 5526.895020
	Iteration 87Q: 3 clusters Score -9400045 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9400056.000000 Penalty: 5526.895020
	Iteration 88Q: 3 clusters Score -9400056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9400050.000000 Penalty: 5526.895020
	Iteration 89Q: 3 clusters Score -9400050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9400054.000000 Penalty: 5526.895020
	Iteration 90Q: 3 clusters Score -9400054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9400050.000000 Penalty: 5526.895020
	Iteration 91Q: 3 clusters Score -9400050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9400066.000000 Penalty: 5526.895020
	Iteration 92Q: 3 clusters Score -9400066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9400073.000000 Penalty: 5526.895020
	Iteration 93Q: 3 clusters Score -9400073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9400071.000000 Penalty: 5526.895020
	Iteration 94Q: 3 clusters Score -9400071 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9400070.000000 Penalty: 5526.895020
	Iteration 95Q: 3 clusters Score -9400070 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9400065.000000 Penalty: 5526.895020
	Iteration 96Q: 3 clusters Score -9400065 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9400068 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9400078.000000 Penalty: 5526.895020
	Iteration 98Q: 3 clusters Score -9400078 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9400066.000000 Penalty: 5526.895020
	Iteration 99Q: 3 clusters Score -9400066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9400072.000000 Penalty: 5526.895020
	Iteration 100F: 3 clusters Score -9400072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9400084.000000 Penalty: 5526.895020
	Iteration 101Q: 3 clusters Score -9400084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9400075.000000 Penalty: 5526.895020
	Iteration 102Q: 3 clusters Score -9400075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9400085.000000 Penalty: 5526.895020
	Iteration 103Q: 3 clusters Score -9400085 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9400085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9400083.000000 Penalty: 5526.895020
	Iteration 105Q: 3 clusters Score -9400083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9400093.000000 Penalty: 5526.895020
	Iteration 106Q: 3 clusters Score -9400093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9400097.000000 Penalty: 5526.895020
	Iteration 107Q: 3 clusters Score -9400097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9400100.000000 Penalty: 5526.895020
	Iteration 108Q: 3 clusters Score -9400100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9400103.000000 Penalty: 5526.895020
	Iteration 109Q: 3 clusters Score -9400103 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -9400103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2.399014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -23882132.000000 Penalty: 5995.242188
	Iteration 0F: 3 clusters Score -2.388213e+07 nChanged 85075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -23931472.000000 Penalty: 5995.242188
	Iteration 1F: 3 clusters Score -2.393147e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -23931980.000000 Penalty: 5995.242188
	Iteration 2Q: 3 clusters Score -2.393198e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -23932884.000000 Penalty: 5995.242188
	Iteration 3Q: 3 clusters Score -2.393288e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -23934046.000000 Penalty: 5995.242188
	Iteration 4Q: 3 clusters Score -2.393405e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -23935670.000000 Penalty: 5995.242188
	Iteration 5Q: 3 clusters Score -2.393567e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -23938026.000000 Penalty: 5995.242188
	Iteration 6Q: 3 clusters Score -2.393803e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -23941520.000000 Penalty: 5995.242188
	Iteration 7Q: 3 clusters Score -2.394152e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -23947052.000000 Penalty: 5995.242188
	Iteration 8F: 3 clusters Score -2.394705e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -23954734.000000 Penalty: 5995.242188
	Iteration 9F: 3 clusters Score -2.395473e+07 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 137691 members 
Entering Unmasked Estep 
Score: -23964658.000000 Penalty: 5995.242188
	Iteration 10F: 3 clusters Score -2.396466e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 149137 members 
Entering Unmasked Estep 
Score: -23974264.000000 Penalty: 5995.242188
	Iteration 11F: 3 clusters Score -2.397426e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 158677 members 
Entering Unmasked Estep 
Score: -23981398.000000 Penalty: 5995.242188
	Iteration 12F: 3 clusters Score -2.39814e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -23985428.000000 Penalty: 5995.242188
	Iteration 13Q: 3 clusters Score -2.398543e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -23987116.000000 Penalty: 5995.242188
	Iteration 14Q: 3 clusters Score -2.398712e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 171837 members 
Entering Unmasked Estep 
Score: -23987982.000000 Penalty: 5995.242188
	Iteration 15Q: 3 clusters Score -2.398798e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -23988482.000000 Penalty: 5995.242188
	Iteration 16Q: 3 clusters Score -2.398848e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 174025 members 
Entering Unmasked Estep 
Score: -23988750.000000 Penalty: 5995.242188
	Iteration 17Q: 3 clusters Score -2.398875e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -23988838.000000 Penalty: 5995.242188
	Iteration 18Q: 3 clusters Score -2.398884e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 175013 members 
Entering Unmasked Estep 
Score: -23988840.000000 Penalty: 5995.242188
	Iteration 19Q: 3 clusters Score -2.398884e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -23988842.000000 Penalty: 5995.242188
	Iteration 20F: 3 clusters Score -2.398884e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -23988786.000000 Penalty: 5995.242188
	Iteration 21Q: 3 clusters Score -2.398879e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -23988772.000000 Penalty: 5995.242188
	Iteration 22Q: 3 clusters Score -2.398877e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -23988702.000000 Penalty: 5995.242188
	Iteration 23Q: 3 clusters Score -2.39887e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -23988686.000000 Penalty: 5995.242188
	Iteration 24Q: 3 clusters Score -2.398869e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -23988662.000000 Penalty: 5995.242188
	Iteration 25Q: 3 clusters Score -2.398866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 176114 members 
Entering Unmasked Estep 
Score: -23988636.000000 Penalty: 5995.242188
	Iteration 26Q: 3 clusters Score -2.398864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -23988650.000000 Penalty: 5995.242188
	Iteration 27Q: 3 clusters Score -2.398865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -23988662.000000 Penalty: 5995.242188
	Iteration 28Q: 3 clusters Score -2.398866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -23988666.000000 Penalty: 5995.242188
	Iteration 29Q: 3 clusters Score -2.398867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -23988648.000000 Penalty: 5995.242188
	Iteration 30Q: 3 clusters Score -2.398865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -23988650.000000 Penalty: 5995.242188
	Iteration 31Q: 3 clusters Score -2.398865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -23988658.000000 Penalty: 5995.242188
	Iteration 32Q: 3 clusters Score -2.398866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 176317 members 
Entering Unmasked Estep 
Score: -23988638.000000 Penalty: 5995.242188
	Iteration 33Q: 3 clusters Score -2.398864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 176337 members 
Entering Unmasked Estep 
Score: -23988614.000000 Penalty: 5995.242188
	Iteration 34Q: 3 clusters Score -2.398861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 176356 members 
Entering Unmasked Estep 
Score: -23988606.000000 Penalty: 5995.242188
	Iteration 35Q: 3 clusters Score -2.398861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 176370 members 
Entering Unmasked Estep 
Score: -23988582.000000 Penalty: 5995.242188
	Iteration 36Q: 3 clusters Score -2.398858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -23988592.000000 Penalty: 5995.242188
	Iteration 37Q: 3 clusters Score -2.398859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 176394 members 
Entering Unmasked Estep 
Score: -23988594.000000 Penalty: 5995.242188
	Iteration 38Q: 3 clusters Score -2.398859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -23988596.000000 Penalty: 5995.242188
	Iteration 39Q: 3 clusters Score -2.39886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 176409 members 
Entering Unmasked Estep 
Score: -23988586.000000 Penalty: 5995.242188
	Iteration 40F: 3 clusters Score -2.398859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -23988586.000000 Penalty: 5995.242188
	Iteration 41Q: 3 clusters Score -2.398859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -23988578.000000 Penalty: 5995.242188
	Iteration 42Q: 3 clusters Score -2.398858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -23988588.000000 Penalty: 5995.242188
	Iteration 43Q: 3 clusters Score -2.398859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 176424 members 
Entering Unmasked Estep 
Score: -23988576.000000 Penalty: 5995.242188
	Iteration 44Q: 3 clusters Score -2.398858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -23988572.000000 Penalty: 5995.242188
	Iteration 45Q: 3 clusters Score -2.398857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 176430 members 
Entering Unmasked Estep 
Score: -23988570.000000 Penalty: 5995.242188
	Iteration 46Q: 3 clusters Score -2.398857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 176434 members 
Entering Unmasked Estep 
Score: -23988554.000000 Penalty: 5995.242188
	Iteration 47Q: 3 clusters Score -2.398855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -23988554.000000 Penalty: 5995.242188
	Iteration 48Q: 3 clusters Score -2.398855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -23988554.000000 Penalty: 5995.242188
	Iteration 49Q: 3 clusters Score -2.398855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -23988540.000000 Penalty: 5995.242188
	Iteration 50Q: 3 clusters Score -2.398854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -23988548.000000 Penalty: 5995.242188
	Iteration 51Q: 3 clusters Score -2.398855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -23988548.000000 Penalty: 5995.242188
	Iteration 52F: 3 clusters Score -2.398855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41405.542969 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41405.54 nChanged 76
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: -41708.660156 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41708.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41941.964844 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -41941.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42004.355469 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -42004.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42043.031250 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -42043.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42056.773438 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -42056.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42058.972656 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -42058.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42061.843750 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -42061.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42062.335938 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -42062.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42062.335938 Penalty: 2964.270020
	Iteration 9F: 3 clusters Score -42062.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47048.273438 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47048.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47153.687500 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47153.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47182.371094 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47182.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47189.507812 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47189.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47189.507812 Penalty: 2943.707520
	Iteration 4F: 3 clusters Score -47189.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Entering Unmasked Estep 
Score: -2326576.500000 Penalty: 2434.819580
	Iteration 0F: 2 clusters Score -2326576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2313416.500000 Penalty: 4869.639160
	Iteration 0F: 3 clusters Score -2313416 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2317983.000000 Penalty: 4869.639160
	Iteration 1F: 3 clusters Score -2317983 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2318435.250000 Penalty: 4869.639160
	Iteration 2F: 3 clusters Score -2318435 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2318778.250000 Penalty: 4869.639160
	Iteration 3Q: 3 clusters Score -2318778 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2319089.750000 Penalty: 4869.639160
	Iteration 4Q: 3 clusters Score -2319090 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2319441.500000 Penalty: 4869.639160
	Iteration 5Q: 3 clusters Score -2319442 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2319956.750000 Penalty: 4869.639160
	Iteration 6Q: 3 clusters Score -2319957 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2320779.250000 Penalty: 4869.639160
	Iteration 7F: 3 clusters Score -2320779 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2321778.250000 Penalty: 4869.639160
	Iteration 8F: 3 clusters Score -2321778 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2322804.500000 Penalty: 4869.639160
	Iteration 9F: 3 clusters Score -2322804 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2323766.250000 Penalty: 4869.639160
	Iteration 10F: 3 clusters Score -2323766 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2324633.750000 Penalty: 4869.639160
	Iteration 11F: 3 clusters Score -2324634 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2325353.250000 Penalty: 4869.639160
	Iteration 12Q: 3 clusters Score -2325353 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2325857.750000 Penalty: 4869.639160
	Iteration 13Q: 3 clusters Score -2325858 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2326191.500000 Penalty: 4869.639160
	Iteration 14Q: 3 clusters Score -2326192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2326448.000000 Penalty: 4869.639160
	Iteration 15Q: 3 clusters Score -2326448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2326605.000000 Penalty: 4869.639160
	Iteration 16Q: 3 clusters Score -2326605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2326656.250000 Penalty: 4869.639160
	Iteration 17Q: 3 clusters Score -2326656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2326676.500000 Penalty: 4869.639160
	Iteration 18Q: 3 clusters Score -2326676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2326690.000000 Penalty: 4869.639160
	Iteration 19Q: 3 clusters Score -2326690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2326694.750000 Penalty: 4869.639160
	Iteration 20F: 3 clusters Score -2326695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2326693.750000 Penalty: 4869.639160
	Iteration 21Q: 3 clusters Score -2326694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2326693.750000 Penalty: 4869.639160
	Iteration 22F: 3 clusters Score -2326694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155061 members 
Mstep: Class 5 contains 107655 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 148370 members 
Mstep: Class 10 contains 63763 members 
Mstep: Class 11 contains 145566 members 
Mstep: Class 12 contains 69074 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150644 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 116797 members 
Mstep: Class 23 contains 35720 members 
Entering Unmasked Estep 
Score: -180361712.000000 Penalty: 77098.109375
Splitting cluster 17 changes total score from -180362288.000000 to -180361712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -99259.648438 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -99259.65 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 403 members 
Entering Unmasked Estep 
Score: -97479.437500 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -97479.44 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97719.992188 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -97719.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97788.546875 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -97788.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97806.929688 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -97806.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97820.257812 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -97820.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97836.960938 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -97836.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97851.546875 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -97851.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97867.335938 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -97867.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97890.398438 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -97890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97909.312500 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -97909.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97924.140625 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -97924.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97938.437500 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -97938.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97946.187500 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -97946.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97949.992188 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -97949.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97953.015625 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -97953.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97955.812500 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -97955.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97958.273438 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -97958.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97961.078125 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -97961.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97963.937500 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -97963.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97966.179688 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -97966.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97974.140625 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -97974.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97979.679688 Penalty: 3308.071045
	Iteration 21Q: 3 clusters Score -97979.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97985.671875 Penalty: 3308.071045
	Iteration 22Q: 3 clusters Score -97985.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97995.500000 Penalty: 3308.071045
	Iteration 23Q: 3 clusters Score -97995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98008.546875 Penalty: 3308.071045
	Iteration 24Q: 3 clusters Score -98008.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98014.843750 Penalty: 3308.071045
	Iteration 25Q: 3 clusters Score -98014.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98029.953125 Penalty: 3308.071045
	Iteration 26Q: 3 clusters Score -98029.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98047.101562 Penalty: 3308.071045
	Iteration 27Q: 3 clusters Score -98047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98056.812500 Penalty: 3308.071045
	Iteration 28Q: 3 clusters Score -98056.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98079.882812 Penalty: 3308.071045
	Iteration 29Q: 3 clusters Score -98079.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98110.203125 Penalty: 3308.071045
	Iteration 30Q: 3 clusters Score -98110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98135.523438 Penalty: 3308.071045
	Iteration 31Q: 3 clusters Score -98135.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98160.562500 Penalty: 3308.071045
	Iteration 32Q: 3 clusters Score -98160.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98179.914062 Penalty: 3308.071045
	Iteration 33Q: 3 clusters Score -98179.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98203.382812 Penalty: 3308.071045
	Iteration 34Q: 3 clusters Score -98203.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98211.679688 Penalty: 3308.071045
	Iteration 35Q: 3 clusters Score -98211.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98225.296875 Penalty: 3308.071045
	Iteration 36Q: 3 clusters Score -98225.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98241.218750 Penalty: 3308.071045
	Iteration 37Q: 3 clusters Score -98241.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98246.140625 Penalty: 3308.071045
	Iteration 38Q: 3 clusters Score -98246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98246.617188 Penalty: 3308.071045
	Iteration 39Q: 3 clusters Score -98246.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98246.617188 Penalty: 3308.071045
	Iteration 40F: 3 clusters Score -98246.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (150644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Entering Unmasked Estep 
Score: -20169788.000000 Penalty: 2956.823486
	Iteration 0F: 2 clusters Score -2.016979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -20069396.000000 Penalty: 5913.646973
	Iteration 0F: 3 clusters Score -2.00694e+07 nChanged 72220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -20110674.000000 Penalty: 5913.646973
	Iteration 1F: 3 clusters Score -2.011067e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -20111386.000000 Penalty: 5913.646973
	Iteration 2Q: 3 clusters Score -2.011139e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -20112398.000000 Penalty: 5913.646973
	Iteration 3Q: 3 clusters Score -2.01124e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -20113770.000000 Penalty: 5913.646973
	Iteration 4Q: 3 clusters Score -2.011377e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -20115748.000000 Penalty: 5913.646973
	Iteration 5Q: 3 clusters Score -2.011575e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 94247 members 
Entering Unmasked Estep 
Score: -20119278.000000 Penalty: 5913.646973
	Iteration 6Q: 3 clusters Score -2.011928e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -20126100.000000 Penalty: 5913.646973
	Iteration 7F: 3 clusters Score -2.01261e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -20136740.000000 Penalty: 5913.646973
	Iteration 8F: 3 clusters Score -2.013674e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 127940 members 
Entering Unmasked Estep 
Score: -20148780.000000 Penalty: 5913.646973
	Iteration 9F: 3 clusters Score -2.014878e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -20158180.000000 Penalty: 5913.646973
	Iteration 10F: 3 clusters Score -2.015818e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 141913 members 
Entering Unmasked Estep 
Score: -20163592.000000 Penalty: 5913.646973
	Iteration 11Q: 3 clusters Score -2.016359e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -20166432.000000 Penalty: 5913.646973
	Iteration 12Q: 3 clusters Score -2.016643e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -20167874.000000 Penalty: 5913.646973
	Iteration 13Q: 3 clusters Score -2.016787e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -20168642.000000 Penalty: 5913.646973
	Iteration 14Q: 3 clusters Score -2.016864e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -20168932.000000 Penalty: 5913.646973
	Iteration 15Q: 3 clusters Score -2.016893e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -20169078.000000 Penalty: 5913.646973
	Iteration 16Q: 3 clusters Score -2.016908e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -20169162.000000 Penalty: 5913.646973
	Iteration 17Q: 3 clusters Score -2.016916e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -20169204.000000 Penalty: 5913.646973
	Iteration 18Q: 3 clusters Score -2.01692e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 144786 members 
Entering Unmasked Estep 
Score: -20169252.000000 Penalty: 5913.646973
	Iteration 19Q: 3 clusters Score -2.016925e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -20169276.000000 Penalty: 5913.646973
	Iteration 20F: 3 clusters Score -2.016928e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -20169310.000000 Penalty: 5913.646973
	Iteration 21Q: 3 clusters Score -2.016931e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -20169344.000000 Penalty: 5913.646973
	Iteration 22Q: 3 clusters Score -2.016934e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -20169334.000000 Penalty: 5913.646973
	Iteration 23Q: 3 clusters Score -2.016933e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -20169312.000000 Penalty: 5913.646973
	Iteration 24Q: 3 clusters Score -2.016931e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -20169318.000000 Penalty: 5913.646973
	Iteration 25Q: 3 clusters Score -2.016932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -20169322.000000 Penalty: 5913.646973
	Iteration 26Q: 3 clusters Score -2.016932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -20169356.000000 Penalty: 5913.646973
	Iteration 27Q: 3 clusters Score -2.016936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -20169378.000000 Penalty: 5913.646973
	Iteration 28Q: 3 clusters Score -2.016938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -20169362.000000 Penalty: 5913.646973
	Iteration 29Q: 3 clusters Score -2.016936e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -20169400.000000 Penalty: 5913.646973
	Iteration 30Q: 3 clusters Score -2.01694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -20169392.000000 Penalty: 5913.646973
	Iteration 31Q: 3 clusters Score -2.016939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20169390.000000 Penalty: 5913.646973
	Iteration 32Q: 3 clusters Score -2.016939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -20169386.000000 Penalty: 5913.646973
	Iteration 33Q: 3 clusters Score -2.016939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -20169388.000000 Penalty: 5913.646973
	Iteration 34Q: 3 clusters Score -2.016939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -20169380.000000 Penalty: 5913.646973
	Iteration 35Q: 3 clusters Score -2.016938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -20169386.000000 Penalty: 5913.646973
	Iteration 36Q: 3 clusters Score -2.016939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -20169370.000000 Penalty: 5913.646973
	Iteration 37Q: 3 clusters Score -2.016937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -20169376.000000 Penalty: 5913.646973
	Iteration 38Q: 3 clusters Score -2.016938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -20169358.000000 Penalty: 5913.646973
	Iteration 39Q: 3 clusters Score -2.016936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 144861 members 
Entering Unmasked Estep 
Score: -20169358.000000 Penalty: 5913.646973
	Iteration 40F: 3 clusters Score -2.016936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -20169360.000000 Penalty: 5913.646973
	Iteration 41Q: 3 clusters Score -2.016936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -20169360.000000 Penalty: 5913.646973
	Iteration 42F: 3 clusters Score -2.016936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -574789.562500 Penalty: 2086.464844
	Iteration 0F: 2 clusters Score -574789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -570617.312500 Penalty: 4172.929688
	Iteration 0F: 3 clusters Score -570617.3 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -571660.750000 Penalty: 4172.929688
	Iteration 1F: 3 clusters Score -571660.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -571983.562500 Penalty: 4172.929688
	Iteration 2F: 3 clusters Score -571983.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -572219.250000 Penalty: 4172.929688
	Iteration 3F: 3 clusters Score -572219.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -572419.187500 Penalty: 4172.929688
	Iteration 4F: 3 clusters Score -572419.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -572589.437500 Penalty: 4172.929688
	Iteration 5F: 3 clusters Score -572589.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -572719.562500 Penalty: 4172.929688
	Iteration 6Q: 3 clusters Score -572719.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -572839.750000 Penalty: 4172.929688
	Iteration 7Q: 3 clusters Score -572839.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -572921.812500 Penalty: 4172.929688
	Iteration 8Q: 3 clusters Score -572921.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -572971.062500 Penalty: 4172.929688
	Iteration 9Q: 3 clusters Score -572971.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -573010.812500 Penalty: 4172.929688
	Iteration 10Q: 3 clusters Score -573010.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -573051.187500 Penalty: 4172.929688
	Iteration 11Q: 3 clusters Score -573051.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -573083.375000 Penalty: 4172.929688
	Iteration 12Q: 3 clusters Score -573083.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -573110.750000 Penalty: 4172.929688
	Iteration 13Q: 3 clusters Score -573110.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -573136.750000 Penalty: 4172.929688
	Iteration 14Q: 3 clusters Score -573136.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -573154.812500 Penalty: 4172.929688
	Iteration 15Q: 3 clusters Score -573154.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -573172.937500 Penalty: 4172.929688
	Iteration 16Q: 3 clusters Score -573172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -573183.062500 Penalty: 4172.929688
	Iteration 17Q: 3 clusters Score -573183.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -573198.062500 Penalty: 4172.929688
	Iteration 18Q: 3 clusters Score -573198.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -573206.437500 Penalty: 4172.929688
	Iteration 19Q: 3 clusters Score -573206.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -573216.562500 Penalty: 4172.929688
	Iteration 20F: 3 clusters Score -573216.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -573224.187500 Penalty: 4172.929688
	Iteration 21Q: 3 clusters Score -573224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -573231.375000 Penalty: 4172.929688
	Iteration 22Q: 3 clusters Score -573231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -573237.687500 Penalty: 4172.929688
	Iteration 23Q: 3 clusters Score -573237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -573243.750000 Penalty: 4172.929688
	Iteration 24Q: 3 clusters Score -573243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -573248.250000 Penalty: 4172.929688
	Iteration 25Q: 3 clusters Score -573248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -573251.062500 Penalty: 4172.929688
	Iteration 26Q: 3 clusters Score -573251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -573251.187500 Penalty: 4172.929688
	Iteration 27Q: 3 clusters Score -573251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -573251.187500 Penalty: 4172.929688
	Iteration 28F: 3 clusters Score -573251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116797 members 
Entering Unmasked Estep 
Score: -15862144.000000 Penalty: 2893.711914
	Iteration 0F: 2 clusters Score -1.586214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -15784161.000000 Penalty: 5787.423828
	Iteration 0F: 3 clusters Score -1.578416e+07 nChanged 55617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -15816017.000000 Penalty: 5787.423828
	Iteration 1F: 3 clusters Score -1.581602e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -15816464.000000 Penalty: 5787.423828
	Iteration 2Q: 3 clusters Score -1.581646e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -15816926.000000 Penalty: 5787.423828
	Iteration 3Q: 3 clusters Score -1.581693e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -15817262.000000 Penalty: 5787.423828
	Iteration 4Q: 3 clusters Score -1.581726e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -15817631.000000 Penalty: 5787.423828
	Iteration 5Q: 3 clusters Score -1.581763e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -15817958.000000 Penalty: 5787.423828
	Iteration 6Q: 3 clusters Score -1.581796e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -15818326.000000 Penalty: 5787.423828
	Iteration 7Q: 3 clusters Score -1.581833e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -15819021.000000 Penalty: 5787.423828
	Iteration 8Q: 3 clusters Score -1.581902e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -15820205.000000 Penalty: 5787.423828
	Iteration 9Q: 3 clusters Score -1.58202e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -15822355.000000 Penalty: 5787.423828
	Iteration 10Q: 3 clusters Score -1.582236e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -15826274.000000 Penalty: 5787.423828
	Iteration 11F: 3 clusters Score -1.582627e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -15833012.000000 Penalty: 5787.423828
	Iteration 12F: 3 clusters Score -1.583301e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -15842152.000000 Penalty: 5787.423828
	Iteration 13F: 3 clusters Score -1.584215e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -15851007.000000 Penalty: 5787.423828
	Iteration 14F: 3 clusters Score -1.585101e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -15856546.000000 Penalty: 5787.423828
	Iteration 15Q: 3 clusters Score -1.585655e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -15858669.000000 Penalty: 5787.423828
	Iteration 16Q: 3 clusters Score -1.585867e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -15859247.000000 Penalty: 5787.423828
	Iteration 17Q: 3 clusters Score -1.585925e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -15859421.000000 Penalty: 5787.423828
	Iteration 18Q: 3 clusters Score -1.585942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -15859479.000000 Penalty: 5787.423828
	Iteration 19Q: 3 clusters Score -1.585948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -15859504.000000 Penalty: 5787.423828
	Iteration 20F: 3 clusters Score -1.58595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -15859530.000000 Penalty: 5787.423828
	Iteration 21Q: 3 clusters Score -1.585953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -15859522.000000 Penalty: 5787.423828
	Iteration 22Q: 3 clusters Score -1.585952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -15859527.000000 Penalty: 5787.423828
	Iteration 23Q: 3 clusters Score -1.585953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -15859521.000000 Penalty: 5787.423828
	Iteration 24Q: 3 clusters Score -1.585952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -15859521.000000 Penalty: 5787.423828
	Iteration 25F: 3 clusters Score -1.585952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Entering Unmasked Estep 
Score: -4852404.000000 Penalty: 2599.899658
	Iteration 0F: 2 clusters Score -4852404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4828030.000000 Penalty: 5199.799316
	Iteration 0F: 3 clusters Score -4828030 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4836845.000000 Penalty: 5199.799316
	Iteration 1F: 3 clusters Score -4836845 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4837331.500000 Penalty: 5199.799316
	Iteration 2Q: 3 clusters Score -4837332 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4837887.500000 Penalty: 5199.799316
	Iteration 3Q: 3 clusters Score -4837888 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4838553.500000 Penalty: 5199.799316
	Iteration 4Q: 3 clusters Score -4838554 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -4839365.500000 Penalty: 5199.799316
	Iteration 5Q: 3 clusters Score -4839366 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4840540.000000 Penalty: 5199.799316
	Iteration 6F: 3 clusters Score -4840540 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4842125.500000 Penalty: 5199.799316
	Iteration 7F: 3 clusters Score -4842126 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4844142.500000 Penalty: 5199.799316
	Iteration 8F: 3 clusters Score -4844142 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4846210.500000 Penalty: 5199.799316
	Iteration 9F: 3 clusters Score -4846210 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4847857.000000 Penalty: 5199.799316
	Iteration 10Q: 3 clusters Score -4847857 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4848668.500000 Penalty: 5199.799316
	Iteration 11Q: 3 clusters Score -4848668 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4849063.500000 Penalty: 5199.799316
	Iteration 12Q: 3 clusters Score -4849064 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4849286.000000 Penalty: 5199.799316
	Iteration 13Q: 3 clusters Score -4849286 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4849465.500000 Penalty: 5199.799316
	Iteration 14Q: 3 clusters Score -4849466 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4849590.000000 Penalty: 5199.799316
	Iteration 15Q: 3 clusters Score -4849590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4849694.500000 Penalty: 5199.799316
	Iteration 16Q: 3 clusters Score -4849694 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4849763.000000 Penalty: 5199.799316
	Iteration 17Q: 3 clusters Score -4849763 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4849831.000000 Penalty: 5199.799316
	Iteration 18Q: 3 clusters Score -4849831 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4849891.500000 Penalty: 5199.799316
	Iteration 19Q: 3 clusters Score -4849892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4849925.500000 Penalty: 5199.799316
	Iteration 20F: 3 clusters Score -4849926 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4849997.000000 Penalty: 5199.799316
	Iteration 21Q: 3 clusters Score -4849997 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4850031.000000 Penalty: 5199.799316
	Iteration 22Q: 3 clusters Score -4850031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4850082.500000 Penalty: 5199.799316
	Iteration 23Q: 3 clusters Score -4850082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4850119.000000 Penalty: 5199.799316
	Iteration 24Q: 3 clusters Score -4850119 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4850189.500000 Penalty: 5199.799316
	Iteration 25Q: 3 clusters Score -4850190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4850238.500000 Penalty: 5199.799316
	Iteration 26Q: 3 clusters Score -4850238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4850278.000000 Penalty: 5199.799316
	Iteration 27Q: 3 clusters Score -4850278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4850293.500000 Penalty: 5199.799316
	Iteration 28Q: 3 clusters Score -4850294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4850308.500000 Penalty: 5199.799316
	Iteration 29Q: 3 clusters Score -4850308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4850341.000000 Penalty: 5199.799316
	Iteration 30Q: 3 clusters Score -4850341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4850357.000000 Penalty: 5199.799316
	Iteration 31Q: 3 clusters Score -4850357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4850383.000000 Penalty: 5199.799316
	Iteration 32Q: 3 clusters Score -4850383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4850385.000000 Penalty: 5199.799316
	Iteration 33Q: 3 clusters Score -4850385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4850402.000000 Penalty: 5199.799316
	Iteration 34Q: 3 clusters Score -4850402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4850423.000000 Penalty: 5199.799316
	Iteration 35Q: 3 clusters Score -4850423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4850419.500000 Penalty: 5199.799316
	Iteration 36Q: 3 clusters Score -4850420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4850441.000000 Penalty: 5199.799316
	Iteration 37Q: 3 clusters Score -4850441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4850450.000000 Penalty: 5199.799316
	Iteration 38Q: 3 clusters Score -4850450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4850464.500000 Penalty: 5199.799316
	Iteration 39Q: 3 clusters Score -4850464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4850476.500000 Penalty: 5199.799316
	Iteration 40F: 3 clusters Score -4850476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4850497.000000 Penalty: 5199.799316
	Iteration 41Q: 3 clusters Score -4850497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4850510.500000 Penalty: 5199.799316
	Iteration 42Q: 3 clusters Score -4850510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4850514.500000 Penalty: 5199.799316
	Iteration 43Q: 3 clusters Score -4850514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4850521.500000 Penalty: 5199.799316
	Iteration 44Q: 3 clusters Score -4850522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4850529.500000 Penalty: 5199.799316
	Iteration 45Q: 3 clusters Score -4850530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4850535.000000 Penalty: 5199.799316
	Iteration 46Q: 3 clusters Score -4850535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4850538.500000 Penalty: 5199.799316
	Iteration 47Q: 3 clusters Score -4850538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4850536.000000 Penalty: 5199.799316
	Iteration 48Q: 3 clusters Score -4850536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4850530.500000 Penalty: 5199.799316
	Iteration 49Q: 3 clusters Score -4850530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4850539.000000 Penalty: 5199.799316
	Iteration 50Q: 3 clusters Score -4850539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4850533.000000 Penalty: 5199.799316
	Iteration 51Q: 3 clusters Score -4850533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4850534.000000 Penalty: 5199.799316
	Iteration 52Q: 3 clusters Score -4850534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4850534.000000 Penalty: 5199.799316
	Iteration 53Q: 3 clusters Score -4850534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4850539.000000 Penalty: 5199.799316
	Iteration 54Q: 3 clusters Score -4850539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4850534.000000 Penalty: 5199.799316
	Iteration 55Q: 3 clusters Score -4850534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4850533.000000 Penalty: 5199.799316
	Iteration 56Q: 3 clusters Score -4850533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4850529.500000 Penalty: 5199.799316
	Iteration 57Q: 3 clusters Score -4850530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4850533.500000 Penalty: 5199.799316
	Iteration 58Q: 3 clusters Score -4850534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4850534.000000 Penalty: 5199.799316
	Iteration 59Q: 3 clusters Score -4850534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4850532.500000 Penalty: 5199.799316
	Iteration 60F: 3 clusters Score -4850532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4850540.000000 Penalty: 5199.799316
	Iteration 61Q: 3 clusters Score -4850540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4850540.500000 Penalty: 5199.799316
	Iteration 62Q: 3 clusters Score -4850540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4850540.500000 Penalty: 5199.799316
	Iteration 63F: 3 clusters Score -4850540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 155061 members 
Mstep: Class 5 contains 107655 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 148370 members 
Mstep: Class 10 contains 63763 members 
Mstep: Class 11 contains 145566 members 
Mstep: Class 12 contains 69074 members 
Mstep: Class 13 contains 177581 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18358 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150644 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 116797 members 
Mstep: Class 23 contains 35720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362896.000000 Penalty: 73593.648438
Iteration 119Q: 22 clusters Score -1.803629e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 154891 members 
Mstep: Class 5 contains 107419 members 
Mstep: Class 6 contains 9668 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 148139 members 
Mstep: Class 10 contains 63768 members 
Mstep: Class 11 contains 145657 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 177558 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18379 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 149480 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 118984 members 
Mstep: Class 23 contains 35652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362944.000000 Penalty: 73593.648438
Iteration 120F: 22 clusters Score -1.803629e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 154683 members 
Mstep: Class 5 contains 107200 members 
Mstep: Class 6 contains 9664 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 147895 members 
Mstep: Class 10 contains 63761 members 
Mstep: Class 11 contains 145729 members 
Mstep: Class 12 contains 68844 members 
Mstep: Class 13 contains 177493 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18400 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 148381 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 121179 members 
Mstep: Class 23 contains 35572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363504.000000 Penalty: 73593.648438
Iteration 121Q: 22 clusters Score -1.803635e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 157053 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 154399 members 
Mstep: Class 5 contains 106992 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 147652 members 
Mstep: Class 10 contains 63760 members 
Mstep: Class 11 contains 145863 members 
Mstep: Class 12 contains 68698 members 
Mstep: Class 13 contains 177448 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18436 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 147222 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 123479 members 
Mstep: Class 23 contains 35491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363936.000000 Penalty: 73593.648438
Iteration 122Q: 22 clusters Score -1.803639e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 154093 members 
Mstep: Class 5 contains 106796 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 147448 members 
Mstep: Class 10 contains 63792 members 
Mstep: Class 11 contains 146008 members 
Mstep: Class 12 contains 68531 members 
Mstep: Class 13 contains 177380 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18450 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 146059 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 125783 members 
Mstep: Class 23 contains 35421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364704.000000 Penalty: 73593.648438
Iteration 123Q: 22 clusters Score -1.803647e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 153749 members 
Mstep: Class 5 contains 106588 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 147208 members 
Mstep: Class 10 contains 63829 members 
Mstep: Class 11 contains 146187 members 
Mstep: Class 12 contains 68400 members 
Mstep: Class 13 contains 177291 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18466 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 144911 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 128114 members 
Mstep: Class 23 contains 35347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365104.000000 Penalty: 73593.648438
Iteration 124Q: 22 clusters Score -1.803651e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 153408 members 
Mstep: Class 5 contains 106411 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 146911 members 
Mstep: Class 10 contains 63881 members 
Mstep: Class 11 contains 146374 members 
Mstep: Class 12 contains 68274 members 
Mstep: Class 13 contains 177231 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18502 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 143758 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 130463 members 
Mstep: Class 23 contains 35252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364944.000000 Penalty: 73593.648438
Iteration 125Q: 22 clusters Score -1.803649e+08 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 153068 members 
Mstep: Class 5 contains 106227 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 146657 members 
Mstep: Class 10 contains 63937 members 
Mstep: Class 11 contains 146557 members 
Mstep: Class 12 contains 68152 members 
Mstep: Class 13 contains 177153 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18513 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 142707 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 132679 members 
Mstep: Class 23 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365056.000000 Penalty: 73593.648438
Iteration 126Q: 22 clusters Score -1.803651e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 152730 members 
Mstep: Class 5 contains 106054 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 146444 members 
Mstep: Class 10 contains 64021 members 
Mstep: Class 11 contains 146715 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 177042 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18530 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 141656 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 134894 members 
Mstep: Class 23 contains 35113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365360.000000 Penalty: 73593.648438
Iteration 127Q: 22 clusters Score -1.803654e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 152409 members 
Mstep: Class 5 contains 105884 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 146180 members 
Mstep: Class 10 contains 64107 members 
Mstep: Class 11 contains 146820 members 
Mstep: Class 12 contains 67881 members 
Mstep: Class 13 contains 176942 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18552 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 140681 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 137012 members 
Mstep: Class 23 contains 35058 members 
Entering Unmasked Estep 
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Score: -180366144.000000 Penalty: 73593.648438
Iteration 128Q: 22 clusters Score -1.803661e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 152065 members 
Mstep: Class 5 contains 105722 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 145866 members 
Mstep: Class 10 contains 64152 members 
Mstep: Class 11 contains 146834 members 
Mstep: Class 12 contains 67759 members 
Mstep: Class 13 contains 176816 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18573 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 139981 members 
Mstep: Class 21 contains 4513 members 
Mstep: Class 22 contains 139029 members 
Mstep: Class 23 contains 35018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366240.000000 Penalty: 73593.648438
Iteration 129Q: 22 clusters Score -1.803662e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 154488 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 151759 members 
Mstep: Class 5 contains 105589 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 145547 members 
Mstep: Class 10 contains 64189 members 
Mstep: Class 11 contains 146781 members 
Mstep: Class 12 contains 67608 members 
Mstep: Class 13 contains 176679 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 139480 members 
Mstep: Class 21 contains 4515 members 
Mstep: Class 22 contains 141000 members 
Mstep: Class 23 contains 34952 members 
Entering Unmasked Estep 
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Score: -180366704.000000 Penalty: 73593.648438
Iteration 130Q: 22 clusters Score -1.803667e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 151409 members 
Mstep: Class 5 contains 105431 members 
Mstep: Class 6 contains 9476 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 145201 members 
Mstep: Class 10 contains 64233 members 
Mstep: Class 11 contains 146625 members 
Mstep: Class 12 contains 67450 members 
Mstep: Class 13 contains 176540 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18579 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 139168 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 143030 members 
Mstep: Class 23 contains 34875 members 
Entering Unmasked Estep 
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Score: -180367072.000000 Penalty: 73593.648438
Iteration 131Q: 22 clusters Score -1.803671e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 153760 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 150977 members 
Mstep: Class 5 contains 105237 members 
Mstep: Class 6 contains 9452 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 144859 members 
Mstep: Class 10 contains 64293 members 
Mstep: Class 11 contains 146386 members 
Mstep: Class 12 contains 67278 members 
Mstep: Class 13 contains 176402 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18599 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 139007 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 145101 members 
Mstep: Class 23 contains 34785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367824.000000 Penalty: 73593.648438
Iteration 132Q: 22 clusters Score -1.803678e+08 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 150587 members 
Mstep: Class 5 contains 105045 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 144537 members 
Mstep: Class 10 contains 64342 members 
Mstep: Class 11 contains 146073 members 
Mstep: Class 12 contains 67120 members 
Mstep: Class 13 contains 176245 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18599 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 139029 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 147101 members 
Mstep: Class 23 contains 34696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368544.000000 Penalty: 73593.648438
Iteration 133Q: 22 clusters Score -1.803685e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 150199 members 
Mstep: Class 5 contains 104843 members 
Mstep: Class 6 contains 9394 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 144231 members 
Mstep: Class 10 contains 64396 members 
Mstep: Class 11 contains 145639 members 
Mstep: Class 12 contains 66976 members 
Mstep: Class 13 contains 176111 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18600 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 139262 members 
Mstep: Class 21 contains 4551 members 
Mstep: Class 22 contains 149002 members 
Mstep: Class 23 contains 34614 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -1.803688e+08 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 149758 members 
Mstep: Class 5 contains 104664 members 
Mstep: Class 6 contains 9365 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 143887 members 
Mstep: Class 10 contains 64438 members 
Mstep: Class 11 contains 145219 members 
Mstep: Class 12 contains 66869 members 
Mstep: Class 13 contains 175964 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18589 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 139626 members 
Mstep: Class 21 contains 4558 members 
Mstep: Class 22 contains 150799 members 
Mstep: Class 23 contains 34523 members 
Entering Unmasked Estep 
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Score: -180368912.000000 Penalty: 73593.648438
Iteration 135Q: 22 clusters Score -1.803689e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 149294 members 
Mstep: Class 5 contains 104479 members 
Mstep: Class 6 contains 9335 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 143580 members 
Mstep: Class 10 contains 64459 members 
Mstep: Class 11 contains 144749 members 
Mstep: Class 12 contains 66747 members 
Mstep: Class 13 contains 175835 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18611 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 140107 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 152471 members 
Mstep: Class 23 contains 34441 members 
Entering Unmasked Estep 
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Score: -180368704.000000 Penalty: 73593.648438
Iteration 136Q: 22 clusters Score -1.803687e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148865 members 
Mstep: Class 5 contains 104344 members 
Mstep: Class 6 contains 9306 members 
Mstep: Class 7 contains 3951 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 143309 members 
Mstep: Class 10 contains 64475 members 
Mstep: Class 11 contains 144251 members 
Mstep: Class 12 contains 66609 members 
Mstep: Class 13 contains 175700 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18632 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 140689 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 154014 members 
Mstep: Class 23 contains 34361 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -1.80369e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148456 members 
Mstep: Class 5 contains 104227 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 143004 members 
Mstep: Class 10 contains 64476 members 
Mstep: Class 11 contains 143725 members 
Mstep: Class 12 contains 66494 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18647 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 141359 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 155479 members 
Mstep: Class 23 contains 34285 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -1.80369e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148066 members 
Mstep: Class 5 contains 104100 members 
Mstep: Class 6 contains 9261 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 142713 members 
Mstep: Class 10 contains 64473 members 
Mstep: Class 11 contains 143146 members 
Mstep: Class 12 contains 66374 members 
Mstep: Class 13 contains 175493 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18665 members 
Mstep: Class 19 contains 792 members 
Mstep: Class 20 contains 142071 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 156893 members 
Mstep: Class 23 contains 34199 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.803698e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147701 members 
Mstep: Class 5 contains 103993 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 142422 members 
Mstep: Class 10 contains 64476 members 
Mstep: Class 11 contains 142493 members 
Mstep: Class 12 contains 66241 members 
Mstep: Class 13 contains 175390 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18675 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 20 contains 142864 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 158277 members 
Mstep: Class 23 contains 34142 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -1.803694e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147417 members 
Mstep: Class 5 contains 103862 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 142142 members 
Mstep: Class 10 contains 64449 members 
Mstep: Class 11 contains 141816 members 
Mstep: Class 12 contains 66117 members 
Mstep: Class 13 contains 175358 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18669 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 143731 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 159564 members 
Mstep: Class 23 contains 34094 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -1.803695e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147142 members 
Mstep: Class 5 contains 103728 members 
Mstep: Class 6 contains 9169 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 141879 members 
Mstep: Class 10 contains 64439 members 
Mstep: Class 11 contains 141140 members 
Mstep: Class 12 contains 66005 members 
Mstep: Class 13 contains 175328 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18678 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 144670 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 160755 members 
Mstep: Class 23 contains 34054 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -1.803692e+08 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146886 members 
Mstep: Class 5 contains 103640 members 
Mstep: Class 6 contains 9150 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 141684 members 
Mstep: Class 10 contains 64432 members 
Mstep: Class 11 contains 140430 members 
Mstep: Class 12 contains 65892 members 
Mstep: Class 13 contains 175310 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18688 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 145640 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 161757 members 
Mstep: Class 23 contains 34012 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -1.803694e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146732 members 
Mstep: Class 5 contains 103567 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 141483 members 
Mstep: Class 10 contains 64399 members 
Mstep: Class 11 contains 139781 members 
Mstep: Class 12 contains 65786 members 
Mstep: Class 13 contains 175345 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18700 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 146576 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 162611 members 
Mstep: Class 23 contains 33962 members 
Entering Unmasked Estep 
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Score: -180369344.000000 Penalty: 73593.648438
Iteration 144Q: 22 clusters Score -1.803693e+08 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146550 members 
Mstep: Class 5 contains 103484 members 
Mstep: Class 6 contains 9085 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141355 members 
Mstep: Class 10 contains 64354 members 
Mstep: Class 11 contains 139224 members 
Mstep: Class 12 contains 65706 members 
Mstep: Class 13 contains 175328 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18699 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 147488 members 
Mstep: Class 21 contains 4596 members 
Mstep: Class 22 contains 163361 members 
Mstep: Class 23 contains 33936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368784.000000 Penalty: 73593.648438
Iteration 145Q: 22 clusters Score -1.803688e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146402 members 
Mstep: Class 5 contains 103414 members 
Mstep: Class 6 contains 9073 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141277 members 
Mstep: Class 10 contains 64330 members 
Mstep: Class 11 contains 138690 members 
Mstep: Class 12 contains 65660 members 
Mstep: Class 13 contains 175336 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18708 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 148380 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 163848 members 
Mstep: Class 23 contains 33914 members 
Entering Unmasked Estep 
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Score: -180369056.000000 Penalty: 73593.648438
Iteration 146Q: 22 clusters Score -1.803691e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 146701 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146284 members 
Mstep: Class 5 contains 103335 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 141197 members 
Mstep: Class 10 contains 64311 members 
Mstep: Class 11 contains 138244 members 
Mstep: Class 12 contains 65628 members 
Mstep: Class 13 contains 175358 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18717 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 149257 members 
Mstep: Class 21 contains 4600 members 
Mstep: Class 22 contains 164089 members 
Mstep: Class 23 contains 33917 members 
Entering Unmasked Estep 
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Score: -180368480.000000 Penalty: 73593.648438
Iteration 147Q: 22 clusters Score -1.803685e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 146319 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146165 members 
Mstep: Class 5 contains 103288 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 141136 members 
Mstep: Class 10 contains 64276 members 
Mstep: Class 11 contains 137907 members 
Mstep: Class 12 contains 65628 members 
Mstep: Class 13 contains 175411 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18727 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150102 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 164160 members 
Mstep: Class 23 contains 33917 members 
Entering Unmasked Estep 
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Score: -180368032.000000 Penalty: 73593.648438
Iteration 148Q: 22 clusters Score -1.80368e+08 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146092 members 
Mstep: Class 5 contains 103253 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141080 members 
Mstep: Class 10 contains 64249 members 
Mstep: Class 11 contains 137553 members 
Mstep: Class 12 contains 65618 members 
Mstep: Class 13 contains 175495 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18733 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 150891 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 164153 members 
Mstep: Class 23 contains 33931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367616.000000 Penalty: 73593.648438
Iteration 149Q: 22 clusters Score -1.803676e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146050 members 
Mstep: Class 5 contains 103253 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141081 members 
Mstep: Class 10 contains 64208 members 
Mstep: Class 11 contains 137181 members 
Mstep: Class 12 contains 65625 members 
Mstep: Class 13 contains 175598 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18749 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 151753 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 163914 members 
Mstep: Class 23 contains 33923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367376.000000 Penalty: 73593.648438
Iteration 150Q: 22 clusters Score -1.803674e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146067 members 
Mstep: Class 5 contains 103279 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 141116 members 
Mstep: Class 10 contains 64178 members 
Mstep: Class 11 contains 136828 members 
Mstep: Class 12 contains 65623 members 
Mstep: Class 13 contains 175715 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 152592 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 163515 members 
Mstep: Class 23 contains 33923 members 
Entering Unmasked Estep 
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Score: -180366640.000000 Penalty: 73593.648438
Iteration 151Q: 22 clusters Score -1.803666e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146097 members 
Mstep: Class 5 contains 103315 members 
Mstep: Class 6 contains 9050 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 141163 members 
Mstep: Class 10 contains 64177 members 
Mstep: Class 11 contains 136531 members 
Mstep: Class 12 contains 65642 members 
Mstep: Class 13 contains 175847 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18770 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 153317 members 
Mstep: Class 21 contains 4607 members 
Mstep: Class 22 contains 163040 members 
Mstep: Class 23 contains 33943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365968.000000 Penalty: 73593.648438
Iteration 152Q: 22 clusters Score -1.80366e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146163 members 
Mstep: Class 5 contains 103349 members 
Mstep: Class 6 contains 9059 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 141247 members 
Mstep: Class 10 contains 64168 members 
Mstep: Class 11 contains 136241 members 
Mstep: Class 12 contains 65667 members 
Mstep: Class 13 contains 175989 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18769 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 153927 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 22 contains 162557 members 
Mstep: Class 23 contains 33958 members 
Entering Unmasked Estep 
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Score: -180365536.000000 Penalty: 73593.648438
Iteration 153Q: 22 clusters Score -1.803655e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146204 members 
Mstep: Class 5 contains 103376 members 
Mstep: Class 6 contains 9048 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141278 members 
Mstep: Class 10 contains 64154 members 
Mstep: Class 11 contains 136015 members 
Mstep: Class 12 contains 65700 members 
Mstep: Class 13 contains 176173 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18770 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 154500 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 162068 members 
Mstep: Class 23 contains 33960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365344.000000 Penalty: 73593.648438
Iteration 154Q: 22 clusters Score -1.803653e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146272 members 
Mstep: Class 5 contains 103422 members 
Mstep: Class 6 contains 9060 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141324 members 
Mstep: Class 10 contains 64103 members 
Mstep: Class 11 contains 135786 members 
Mstep: Class 12 contains 65756 members 
Mstep: Class 13 contains 176350 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18775 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 155080 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 161488 members 
Mstep: Class 23 contains 33983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365392.000000 Penalty: 73593.648438
Iteration 155Q: 22 clusters Score -1.803654e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144544 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146362 members 
Mstep: Class 5 contains 103466 members 
Mstep: Class 6 contains 9060 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 141395 members 
Mstep: Class 10 contains 64069 members 
Mstep: Class 11 contains 135620 members 
Mstep: Class 12 contains 65796 members 
Mstep: Class 13 contains 176496 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18771 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 155573 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 160908 members 
Mstep: Class 23 contains 34006 members 
Entering Unmasked Estep 
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Iteration 156Q: 22 clusters Score -1.80365e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146460 members 
Mstep: Class 5 contains 103509 members 
Mstep: Class 6 contains 9059 members 
Mstep: Class 7 contains 3935 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141526 members 
Mstep: Class 10 contains 64010 members 
Mstep: Class 11 contains 135498 members 
Mstep: Class 12 contains 65852 members 
Mstep: Class 13 contains 176594 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18774 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 155972 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 160360 members 
Mstep: Class 23 contains 34022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365152.000000 Penalty: 73593.648438
Iteration 157Q: 22 clusters Score -1.803652e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146550 members 
Mstep: Class 5 contains 103546 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 141657 members 
Mstep: Class 10 contains 63956 members 
Mstep: Class 11 contains 135409 members 
Mstep: Class 12 contains 65906 members 
Mstep: Class 13 contains 176671 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18774 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 156285 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 159865 members 
Mstep: Class 23 contains 34047 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 22 clusters Score -1.803653e+08 nChanged 1889
Entering ConstructFrom: 
Score: -180365296.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (144260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144260 members 
Entering Unmasked Estep 
Score: -19412780.000000 Penalty: 2946.084473
	Iteration 0F: 2 clusters Score -1.941278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -19316632.000000 Penalty: 5892.168945
	Iteration 0F: 3 clusters Score -1.931663e+07 nChanged 68831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -19355848.000000 Penalty: 5892.168945
	Iteration 1F: 3 clusters Score -1.935585e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -19356974.000000 Penalty: 5892.168945
	Iteration 2Q: 3 clusters Score -1.935697e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -19358596.000000 Penalty: 5892.168945
	Iteration 3Q: 3 clusters Score -1.93586e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -19361488.000000 Penalty: 5892.168945
	Iteration 4Q: 3 clusters Score -1.936149e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -19367120.000000 Penalty: 5892.168945
	Iteration 5F: 3 clusters Score -1.936712e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110903 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -19376934.000000 Penalty: 5892.168945
	Iteration 6F: 3 clusters Score -1.937693e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -19390812.000000 Penalty: 5892.168945
	Iteration 7F: 3 clusters Score -1.939081e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -19402664.000000 Penalty: 5892.168945
	Iteration 8F: 3 clusters Score -1.940266e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142240 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19408114.000000 Penalty: 5892.168945
	Iteration 9Q: 3 clusters Score -1.940811e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19409606.000000 Penalty: 5892.168945
	Iteration 10Q: 3 clusters Score -1.940961e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144066 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19409946.000000 Penalty: 5892.168945
	Iteration 11Q: 3 clusters Score -1.940995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19410054.000000 Penalty: 5892.168945
	Iteration 12Q: 3 clusters Score -1.941005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19410090.000000 Penalty: 5892.168945
	Iteration 13Q: 3 clusters Score -1.941009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19410114.000000 Penalty: 5892.168945
	Iteration 14Q: 3 clusters Score -1.941011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19410124.000000 Penalty: 5892.168945
	Iteration 15Q: 3 clusters Score -1.941012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19410128.000000 Penalty: 5892.168945
	Iteration 16Q: 3 clusters Score -1.941013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19410128.000000 Penalty: 5892.168945
	Iteration 17F: 3 clusters Score -1.941013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132011.187500 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -132011.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132509.234375 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132509.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -132736.156250 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -132736.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132942.000000 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -132942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133198.093750 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -133198.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133411.390625 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -133411.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133548.843750 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -133548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133650.750000 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -133650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133696.500000 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -133696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133728.890625 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -133728.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133774.718750 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -133774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133788.656250 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -133788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133799.234375 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -133799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133805.609375 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -133805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133816.171875 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -133816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133843.015625 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -133843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133854.078125 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -133854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133854.078125 Penalty: 3473.971191
	Iteration 17F: 3 clusters Score -133854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104453.960938 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105223.851562 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -105223.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106269.765625 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106269.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106523.093750 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -106523.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106645.351562 Penalty: 3391.317139
	Iteration 4F: 3 clusters Score -106645.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106749.101562 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -106749.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -106984.039062 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -106984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -107058.203125 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -107058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -107110.523438 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -107138.242188 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107175.804688 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -107192.140625 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -107192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -107205.898438 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -107205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -107209.890625 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -107209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -107209.890625 Penalty: 3391.317139
	Iteration 14F: 3 clusters Score -107209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 146617 members 
Mstep: Class 5 contains 103576 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141769 members 
Mstep: Class 10 contains 63905 members 
Mstep: Class 11 contains 135338 members 
Mstep: Class 12 contains 65949 members 
Mstep: Class 13 contains 176729 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 162 members 
Mstep: Class 17 contains 18779 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 156560 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 159439 members 
Mstep: Class 23 contains 34078 members 
Entering Unmasked Estep 
Score: -180364224.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180365296.000000 to -180364224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (146617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Entering Unmasked Estep 
Score: -19809880.000000 Penalty: 2950.103760
	Iteration 0F: 2 clusters Score -1.980988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -19711882.000000 Penalty: 5900.207520
	Iteration 0F: 3 clusters Score -1.971188e+07 nChanged 70180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -19753030.000000 Penalty: 5900.207520
	Iteration 1F: 3 clusters Score -1.975303e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -19754750.000000 Penalty: 5900.207520
	Iteration 2Q: 3 clusters Score -1.975475e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -19757552.000000 Penalty: 5900.207520
	Iteration 3Q: 3 clusters Score -1.975755e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -19762566.000000 Penalty: 5900.207520
	Iteration 4F: 3 clusters Score -1.976257e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -19771718.000000 Penalty: 5900.207520
	Iteration 5F: 3 clusters Score -1.977172e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -19784218.000000 Penalty: 5900.207520
	Iteration 6F: 3 clusters Score -1.978422e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -19795966.000000 Penalty: 5900.207520
	Iteration 7F: 3 clusters Score -1.979597e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -19802900.000000 Penalty: 5900.207520
	Iteration 8Q: 3 clusters Score -1.98029e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -19805772.000000 Penalty: 5900.207520
	Iteration 9Q: 3 clusters Score -1.980577e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 145462 members 
Entering Unmasked Estep 
Score: -19806768.000000 Penalty: 5900.207520
	Iteration 10Q: 3 clusters Score -1.980677e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -19807092.000000 Penalty: 5900.207520
	Iteration 11Q: 3 clusters Score -1.980709e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 145959 members 
Entering Unmasked Estep 
Score: -19807218.000000 Penalty: 5900.207520
	Iteration 12Q: 3 clusters Score -1.980722e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 146018 members 
Entering Unmasked Estep 
Score: -19807300.000000 Penalty: 5900.207520
	Iteration 13Q: 3 clusters Score -1.98073e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -19807408.000000 Penalty: 5900.207520
	Iteration 14Q: 3 clusters Score -1.980741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -19807400.000000 Penalty: 5900.207520
	Iteration 15Q: 3 clusters Score -1.98074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -19807420.000000 Penalty: 5900.207520
	Iteration 16Q: 3 clusters Score -1.980742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -19807444.000000 Penalty: 5900.207520
	Iteration 17Q: 3 clusters Score -1.980744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -19807456.000000 Penalty: 5900.207520
	Iteration 18Q: 3 clusters Score -1.980746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -19807450.000000 Penalty: 5900.207520
	Iteration 19Q: 3 clusters Score -1.980745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -19807450.000000 Penalty: 5900.207520
	Iteration 20F: 3 clusters Score -1.980745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -19807422.000000 Penalty: 5900.207520
	Iteration 21Q: 3 clusters Score -1.980742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -19807438.000000 Penalty: 5900.207520
	Iteration 22Q: 3 clusters Score -1.980744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -19807436.000000 Penalty: 5900.207520
	Iteration 23Q: 3 clusters Score -1.980744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -19807438.000000 Penalty: 5900.207520
	Iteration 24Q: 3 clusters Score -1.980744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -19807454.000000 Penalty: 5900.207520
	Iteration 25Q: 3 clusters Score -1.980745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -19807452.000000 Penalty: 5900.207520
	Iteration 26Q: 3 clusters Score -1.980745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -19807468.000000 Penalty: 5900.207520
	Iteration 27Q: 3 clusters Score -1.980747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -19807482.000000 Penalty: 5900.207520
	Iteration 28Q: 3 clusters Score -1.980748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -19807474.000000 Penalty: 5900.207520
	Iteration 29Q: 3 clusters Score -1.980747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -19807478.000000 Penalty: 5900.207520
	Iteration 30Q: 3 clusters Score -1.980748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -19807480.000000 Penalty: 5900.207520
	Iteration 31Q: 3 clusters Score -1.980748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -19807484.000000 Penalty: 5900.207520
	Iteration 32Q: 3 clusters Score -1.980748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -19807488.000000 Penalty: 5900.207520
	Iteration 33Q: 3 clusters Score -1.980749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -19807488.000000 Penalty: 5900.207520
	Iteration 34F: 3 clusters Score -1.980749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Entering Unmasked Estep 
Score: -13996073.000000 Penalty: 2863.919189
	Iteration 0F: 2 clusters Score -1.399607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13926679.000000 Penalty: 5727.838379
	Iteration 0F: 3 clusters Score -1.392668e+07 nChanged 48947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -13955094.000000 Penalty: 5727.838379
	Iteration 1F: 3 clusters Score -1.395509e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -13956697.000000 Penalty: 5727.838379
	Iteration 2Q: 3 clusters Score -1.39567e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -13959562.000000 Penalty: 5727.838379
	Iteration 3F: 3 clusters Score -1.395956e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -13964922.000000 Penalty: 5727.838379
	Iteration 4F: 3 clusters Score -1.396492e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -13973337.000000 Penalty: 5727.838379
	Iteration 5F: 3 clusters Score -1.397334e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -13982473.000000 Penalty: 5727.838379
	Iteration 6F: 3 clusters Score -1.398247e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -13988843.000000 Penalty: 5727.838379
	Iteration 7F: 3 clusters Score -1.398884e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -13991757.000000 Penalty: 5727.838379
	Iteration 8Q: 3 clusters Score -1.399176e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -13992851.000000 Penalty: 5727.838379
	Iteration 9Q: 3 clusters Score -1.399285e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -13993292.000000 Penalty: 5727.838379
	Iteration 10Q: 3 clusters Score -1.399329e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 102896 members 
Entering Unmasked Estep 
Score: -13993529.000000 Penalty: 5727.838379
	Iteration 11Q: 3 clusters Score -1.399353e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
Score: -13993587.000000 Penalty: 5727.838379
	Iteration 12Q: 3 clusters Score -1.399359e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -13993649.000000 Penalty: 5727.838379
	Iteration 13Q: 3 clusters Score -1.399365e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -13993715.000000 Penalty: 5727.838379
	Iteration 14Q: 3 clusters Score -1.399372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -13993743.000000 Penalty: 5727.838379
	Iteration 15Q: 3 clusters Score -1.399374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -13993751.000000 Penalty: 5727.838379
	Iteration 16Q: 3 clusters Score -1.399375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -13993760.000000 Penalty: 5727.838379
	Iteration 17Q: 3 clusters Score -1.399376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103066 members 
Entering Unmasked Estep 
Score: -13993778.000000 Penalty: 5727.838379
	Iteration 18Q: 3 clusters Score -1.399378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -13993791.000000 Penalty: 5727.838379
	Iteration 19Q: 3 clusters Score -1.399379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -13993809.000000 Penalty: 5727.838379
	Iteration 20F: 3 clusters Score -1.399381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -13993812.000000 Penalty: 5727.838379
	Iteration 21Q: 3 clusters Score -1.399381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -13993829.000000 Penalty: 5727.838379
	Iteration 22Q: 3 clusters Score -1.399383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -13993824.000000 Penalty: 5727.838379
	Iteration 23Q: 3 clusters Score -1.399382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -13993824.000000 Penalty: 5727.838379
	Iteration 24Q: 3 clusters Score -1.399382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -13993824.000000 Penalty: 5727.838379
	Iteration 25F: 3 clusters Score -1.399382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -1266795.375000 Penalty: 2259.956299
	Iteration 0F: 2 clusters Score -1266795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1259710.625000 Penalty: 4519.912598
	Iteration 0F: 3 clusters Score -1259711 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1261689.000000 Penalty: 4519.912598
	Iteration 1F: 3 clusters Score -1261689 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1261950.250000 Penalty: 4519.912598
	Iteration 2F: 3 clusters Score -1261950 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1262139.375000 Penalty: 4519.912598
	Iteration 3Q: 3 clusters Score -1262139 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1262291.875000 Penalty: 4519.912598
	Iteration 4Q: 3 clusters Score -1262292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1262423.125000 Penalty: 4519.912598
	Iteration 5Q: 3 clusters Score -1262423 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1262551.375000 Penalty: 4519.912598
	Iteration 6Q: 3 clusters Score -1262551 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1262680.000000 Penalty: 4519.912598
	Iteration 7Q: 3 clusters Score -1262680 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1262820.000000 Penalty: 4519.912598
	Iteration 8Q: 3 clusters Score -1262820 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1262983.875000 Penalty: 4519.912598
	Iteration 9Q: 3 clusters Score -1262984 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1263158.375000 Penalty: 4519.912598
	Iteration 10Q: 3 clusters Score -1263158 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1263372.750000 Penalty: 4519.912598
	Iteration 11Q: 3 clusters Score -1263373 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1263610.875000 Penalty: 4519.912598
	Iteration 12Q: 3 clusters Score -1263611 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1263855.625000 Penalty: 4519.912598
	Iteration 13Q: 3 clusters Score -1263856 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1264039.500000 Penalty: 4519.912598
	Iteration 14Q: 3 clusters Score -1264040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1264178.875000 Penalty: 4519.912598
	Iteration 15Q: 3 clusters Score -1264179 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1264308.125000 Penalty: 4519.912598
	Iteration 16Q: 3 clusters Score -1264308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1264399.000000 Penalty: 4519.912598
	Iteration 17Q: 3 clusters Score -1264399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1264472.875000 Penalty: 4519.912598
	Iteration 18Q: 3 clusters Score -1264473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1264546.250000 Penalty: 4519.912598
	Iteration 19Q: 3 clusters Score -1264546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1264583.250000 Penalty: 4519.912598
	Iteration 20F: 3 clusters Score -1264583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1264619.375000 Penalty: 4519.912598
	Iteration 21Q: 3 clusters Score -1264619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1264649.250000 Penalty: 4519.912598
	Iteration 22Q: 3 clusters Score -1264649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1264672.000000 Penalty: 4519.912598
	Iteration 23Q: 3 clusters Score -1264672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1264700.875000 Penalty: 4519.912598
	Iteration 24Q: 3 clusters Score -1264701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1264720.750000 Penalty: 4519.912598
	Iteration 25Q: 3 clusters Score -1264721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1264732.250000 Penalty: 4519.912598
	Iteration 26Q: 3 clusters Score -1264732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1264746.125000 Penalty: 4519.912598
	Iteration 27Q: 3 clusters Score -1264746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1264752.625000 Penalty: 4519.912598
	Iteration 28Q: 3 clusters Score -1264753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1264755.125000 Penalty: 4519.912598
	Iteration 29Q: 3 clusters Score -1264755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1264753.250000 Penalty: 4519.912598
	Iteration 30Q: 3 clusters Score -1264753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1264755.500000 Penalty: 4519.912598
	Iteration 31Q: 3 clusters Score -1264756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1264755.500000 Penalty: 4519.912598
	Iteration 32F: 3 clusters Score -1264756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -491490.437500 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -491490.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -487611.937500 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -487611.9 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -488451.750000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -488451.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -488609.312500 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -488609.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -488697.000000 Penalty: 4104.839355
	Iteration 3Q: 3 clusters Score -488697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -488767.718750 Penalty: 4104.839355
	Iteration 4Q: 3 clusters Score -488767.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -488829.937500 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -488829.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -488884.812500 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -488884.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488928.093750 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -488928.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -488964.718750 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -488964.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -488994.718750 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -488994.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -489021.812500 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -489021.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -489039.312500 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -489039.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -489053.250000 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -489053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -489066.250000 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -489066.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -489080.437500 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -489080.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -489094.531250 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -489094.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -489116.468750 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -489116.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -489136.531250 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -489136.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -489166.718750 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -489166.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -489185.843750 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -489185.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -489203.093750 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -489203.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489218.156250 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -489218.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -489232.718750 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -489232.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -489251.562500 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -489251.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -489272.968750 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -489273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -489292.312500 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -489292.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -489308.062500 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -489308.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -489322.093750 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -489322.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -489338.093750 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -489338.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -489354.656250 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -489354.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -489370.875000 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -489370.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -489388.718750 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -489388.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -489405.062500 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -489405.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -489420.906250 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -489420.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -489439.218750 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -489439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -489455.468750 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -489455.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -489473.531250 Penalty: 4104.839355
	Iteration 36Q: 3 clusters Score -489473.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -489492.843750 Penalty: 4104.839355
	Iteration 37Q: 3 clusters Score -489492.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -489504.687500 Penalty: 4104.839355
	Iteration 38Q: 3 clusters Score -489504.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -489517.656250 Penalty: 4104.839355
	Iteration 39Q: 3 clusters Score -489517.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -489529.875000 Penalty: 4104.839355
	Iteration 40F: 3 clusters Score -489529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -489540.937500 Penalty: 4104.839355
	Iteration 41Q: 3 clusters Score -489540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -489550.687500 Penalty: 4104.839355
	Iteration 42Q: 3 clusters Score -489550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -489563.375000 Penalty: 4104.839355
	Iteration 43Q: 3 clusters Score -489563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -489578.156250 Penalty: 4104.839355
	Iteration 44Q: 3 clusters Score -489578.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -489600.656250 Penalty: 4104.839355
	Iteration 45Q: 3 clusters Score -489600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -489616.812500 Penalty: 4104.839355
	Iteration 46Q: 3 clusters Score -489616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -489631.625000 Penalty: 4104.839355
	Iteration 47Q: 3 clusters Score -489631.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -489648.375000 Penalty: 4104.839355
	Iteration 48Q: 3 clusters Score -489648.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -489659.281250 Penalty: 4104.839355
	Iteration 49Q: 3 clusters Score -489659.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -489668.843750 Penalty: 4104.839355
	Iteration 50Q: 3 clusters Score -489668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -489676.843750 Penalty: 4104.839355
	Iteration 51Q: 3 clusters Score -489676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -489684.562500 Penalty: 4104.839355
	Iteration 52Q: 3 clusters Score -489684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -489694.406250 Penalty: 4104.839355
	Iteration 53Q: 3 clusters Score -489694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -489702.312500 Penalty: 4104.839355
	Iteration 54Q: 3 clusters Score -489702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -489711.156250 Penalty: 4104.839355
	Iteration 55Q: 3 clusters Score -489711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -489715.250000 Penalty: 4104.839355
	Iteration 56Q: 3 clusters Score -489715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -489720.750000 Penalty: 4104.839355
	Iteration 57Q: 3 clusters Score -489720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -489724.500000 Penalty: 4104.839355
	Iteration 58Q: 3 clusters Score -489724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -489732.656250 Penalty: 4104.839355
	Iteration 59Q: 3 clusters Score -489732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -489734.593750 Penalty: 4104.839355
	Iteration 60F: 3 clusters Score -489734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -489735.406250 Penalty: 4104.839355
	Iteration 61Q: 3 clusters Score -489735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -489735.531250 Penalty: 4104.839355
	Iteration 62Q: 3 clusters Score -489735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -489735.531250 Penalty: 4104.839355
	Iteration 63F: 3 clusters Score -489735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -340377.218750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -340377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337394.500000 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -337394.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -337951.937500 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -337951.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -338074.718750 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -338074.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -338137.875000 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -338137.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -338179.156250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -338179.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -338200.312500 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -338200.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -338218.406250 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -338218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -338233.343750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -338233.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -338246.718750 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -338246.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -338259.968750 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -338260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -338268.718750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -338268.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -338278.812500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -338278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -338282.468750 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -338282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -338285.218750 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -338285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -338287.031250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -338287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338289.062500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -338289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -338289.593750 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -338289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -338289.062500 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -338289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -338289.062500 Penalty: 3891.714844
	Iteration 18F: 3 clusters Score -338289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (141769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Entering Unmasked Estep 
Score: -18980594.000000 Penalty: 2941.764648
	Iteration 0F: 2 clusters Score -1.898059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -18886834.000000 Penalty: 5883.529297
	Iteration 0F: 3 clusters Score -1.888683e+07 nChanged 67598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -18926036.000000 Penalty: 5883.529297
	Iteration 1F: 3 clusters Score -1.892604e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -18927084.000000 Penalty: 5883.529297
	Iteration 2Q: 3 clusters Score -1.892708e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -18929062.000000 Penalty: 5883.529297
	Iteration 3Q: 3 clusters Score -1.892906e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -18932442.000000 Penalty: 5883.529297
	Iteration 4Q: 3 clusters Score -1.893244e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -18938474.000000 Penalty: 5883.529297
	Iteration 5F: 3 clusters Score -1.893847e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -18947660.000000 Penalty: 5883.529297
	Iteration 6F: 3 clusters Score -1.894766e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -18958424.000000 Penalty: 5883.529297
	Iteration 7F: 3 clusters Score -1.895842e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -18967394.000000 Penalty: 5883.529297
	Iteration 8F: 3 clusters Score -1.896739e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122867 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -18972342.000000 Penalty: 5883.529297
	Iteration 9Q: 3 clusters Score -1.897234e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124826 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -18974234.000000 Penalty: 5883.529297
	Iteration 10Q: 3 clusters Score -1.897423e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -18975166.000000 Penalty: 5883.529297
	Iteration 11Q: 3 clusters Score -1.897517e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -18975724.000000 Penalty: 5883.529297
	Iteration 12Q: 3 clusters Score -1.897572e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -18976098.000000 Penalty: 5883.529297
	Iteration 13Q: 3 clusters Score -1.89761e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -18976462.000000 Penalty: 5883.529297
	Iteration 14Q: 3 clusters Score -1.897646e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -18976772.000000 Penalty: 5883.529297
	Iteration 15Q: 3 clusters Score -1.897677e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -18977064.000000 Penalty: 5883.529297
	Iteration 16Q: 3 clusters Score -1.897706e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -18977284.000000 Penalty: 5883.529297
	Iteration 17Q: 3 clusters Score -1.897728e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -18977510.000000 Penalty: 5883.529297
	Iteration 18Q: 3 clusters Score -1.897751e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -18977682.000000 Penalty: 5883.529297
	Iteration 19Q: 3 clusters Score -1.897768e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -18977874.000000 Penalty: 5883.529297
	Iteration 20F: 3 clusters Score -1.897787e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -18978024.000000 Penalty: 5883.529297
	Iteration 21Q: 3 clusters Score -1.897802e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -18978104.000000 Penalty: 5883.529297
	Iteration 22Q: 3 clusters Score -1.89781e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134270 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -18978226.000000 Penalty: 5883.529297
	Iteration 23Q: 3 clusters Score -1.897823e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -18978340.000000 Penalty: 5883.529297
	Iteration 24Q: 3 clusters Score -1.897834e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -18978382.000000 Penalty: 5883.529297
	Iteration 25Q: 3 clusters Score -1.897838e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135175 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -18978420.000000 Penalty: 5883.529297
	Iteration 26Q: 3 clusters Score -1.897842e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135394 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -18978472.000000 Penalty: 5883.529297
	Iteration 27Q: 3 clusters Score -1.897847e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -18978488.000000 Penalty: 5883.529297
	Iteration 28Q: 3 clusters Score -1.897849e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135779 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -18978576.000000 Penalty: 5883.529297
	Iteration 29Q: 3 clusters Score -1.897858e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -18978626.000000 Penalty: 5883.529297
	Iteration 30Q: 3 clusters Score -1.897863e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -18978650.000000 Penalty: 5883.529297
	Iteration 31Q: 3 clusters Score -1.897865e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -18978686.000000 Penalty: 5883.529297
	Iteration 32Q: 3 clusters Score -1.897869e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -18978702.000000 Penalty: 5883.529297
	Iteration 33Q: 3 clusters Score -1.89787e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136459 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -18978754.000000 Penalty: 5883.529297
	Iteration 34Q: 3 clusters Score -1.897875e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -18978778.000000 Penalty: 5883.529297
	Iteration 35Q: 3 clusters Score -1.897878e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136660 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -18978826.000000 Penalty: 5883.529297
	Iteration 36Q: 3 clusters Score -1.897883e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -18978830.000000 Penalty: 5883.529297
	Iteration 37Q: 3 clusters Score -1.897883e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 38Q: 3 clusters Score -1.897885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 39Q: 3 clusters Score -1.897885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -18978858.000000 Penalty: 5883.529297
	Iteration 40F: 3 clusters Score -1.897886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18978834.000000 Penalty: 5883.529297
	Iteration 41Q: 3 clusters Score -1.897883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 42Q: 3 clusters Score -1.897885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -18978864.000000 Penalty: 5883.529297
	Iteration 43Q: 3 clusters Score -1.897886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137051 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -18978838.000000 Penalty: 5883.529297
	Iteration 44Q: 3 clusters Score -1.897884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137084 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -18978850.000000 Penalty: 5883.529297
	Iteration 45Q: 3 clusters Score -1.897885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137113 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -18978832.000000 Penalty: 5883.529297
	Iteration 46Q: 3 clusters Score -1.897883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137142 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -18978840.000000 Penalty: 5883.529297
	Iteration 47Q: 3 clusters Score -1.897884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -18978830.000000 Penalty: 5883.529297
	Iteration 48Q: 3 clusters Score -1.897883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137190 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -18978836.000000 Penalty: 5883.529297
	Iteration 49Q: 3 clusters Score -1.897884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137202 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -18978810.000000 Penalty: 5883.529297
	Iteration 50Q: 3 clusters Score -1.897881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18978820.000000 Penalty: 5883.529297
	Iteration 51Q: 3 clusters Score -1.897882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18978836.000000 Penalty: 5883.529297
	Iteration 52Q: 3 clusters Score -1.897884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137249 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -18978830.000000 Penalty: 5883.529297
	Iteration 53Q: 3 clusters Score -1.897883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 54Q: 3 clusters Score -1.897885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137270 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -18978826.000000 Penalty: 5883.529297
	Iteration 55Q: 3 clusters Score -1.897883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18978832.000000 Penalty: 5883.529297
	Iteration 56Q: 3 clusters Score -1.897883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -18978810.000000 Penalty: 5883.529297
	Iteration 57Q: 3 clusters Score -1.897881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137293 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -18978812.000000 Penalty: 5883.529297
	Iteration 58Q: 3 clusters Score -1.897881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137299 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -18978822.000000 Penalty: 5883.529297
	Iteration 59Q: 3 clusters Score -1.897882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137306 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -18978810.000000 Penalty: 5883.529297
	Iteration 60F: 3 clusters Score -1.897881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -18978778.000000 Penalty: 5883.529297
	Iteration 61Q: 3 clusters Score -1.897878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137323 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -18978790.000000 Penalty: 5883.529297
	Iteration 62Q: 3 clusters Score -1.897879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -18978792.000000 Penalty: 5883.529297
	Iteration 63Q: 3 clusters Score -1.897879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137353 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -18978788.000000 Penalty: 5883.529297
	Iteration 64Q: 3 clusters Score -1.897879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137366 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -18978810.000000 Penalty: 5883.529297
	Iteration 65Q: 3 clusters Score -1.897881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -18978838.000000 Penalty: 5883.529297
	Iteration 66Q: 3 clusters Score -1.897884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -18978832.000000 Penalty: 5883.529297
	Iteration 67Q: 3 clusters Score -1.897883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -18978838.000000 Penalty: 5883.529297
	Iteration 68Q: 3 clusters Score -1.897884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -18978852.000000 Penalty: 5883.529297
	Iteration 69Q: 3 clusters Score -1.897885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 70Q: 3 clusters Score -1.897885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -18978850.000000 Penalty: 5883.529297
	Iteration 71Q: 3 clusters Score -1.897885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137415 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -18978858.000000 Penalty: 5883.529297
	Iteration 72Q: 3 clusters Score -1.897886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137424 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -18978850.000000 Penalty: 5883.529297
	Iteration 73Q: 3 clusters Score -1.897885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137434 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -18978868.000000 Penalty: 5883.529297
	Iteration 74Q: 3 clusters Score -1.897887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -18978858.000000 Penalty: 5883.529297
	Iteration 75Q: 3 clusters Score -1.897886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137453 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -18978864.000000 Penalty: 5883.529297
	Iteration 76Q: 3 clusters Score -1.897886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -18978850.000000 Penalty: 5883.529297
	Iteration 77Q: 3 clusters Score -1.897885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -18978850.000000 Penalty: 5883.529297
	Iteration 78Q: 3 clusters Score -1.897885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 79Q: 3 clusters Score -1.897885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -18978846.000000 Penalty: 5883.529297
	Iteration 80F: 3 clusters Score -1.897885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Entering Unmasked Estep 
Score: -8323179.000000 Penalty: 2744.157959
	Iteration 0F: 2 clusters Score -8323179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -8280491.500000 Penalty: 5488.315918
	Iteration 0F: 3 clusters Score -8280492 nChanged 29543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8296855.000000 Penalty: 5488.315918
	Iteration 1F: 3 clusters Score -8296855 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -8297484.500000 Penalty: 5488.315918
	Iteration 2Q: 3 clusters Score -8297484 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -8298285.000000 Penalty: 5488.315918
	Iteration 3Q: 3 clusters Score -8298285 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -8299191.000000 Penalty: 5488.315918
	Iteration 4Q: 3 clusters Score -8299191 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -8300461.500000 Penalty: 5488.315918
	Iteration 5Q: 3 clusters Score -8300462 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -8302139.500000 Penalty: 5488.315918
	Iteration 6F: 3 clusters Score -8302140 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -8304202.000000 Penalty: 5488.315918
	Iteration 7F: 3 clusters Score -8304202 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8306531.000000 Penalty: 5488.315918
	Iteration 8F: 3 clusters Score -8306531 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -8308694.500000 Penalty: 5488.315918
	Iteration 9F: 3 clusters Score -8308694 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -8310707.500000 Penalty: 5488.315918
	Iteration 10F: 3 clusters Score -8310708 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -8312679.000000 Penalty: 5488.315918
	Iteration 11Q: 3 clusters Score -8312679 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -8314669.000000 Penalty: 5488.315918
	Iteration 12Q: 3 clusters Score -8314669 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8316801.500000 Penalty: 5488.315918
	Iteration 13Q: 3 clusters Score -8316802 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8318630.500000 Penalty: 5488.315918
	Iteration 14Q: 3 clusters Score -8318630 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8319690.000000 Penalty: 5488.315918
	Iteration 15Q: 3 clusters Score -8319690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8320091.000000 Penalty: 5488.315918
	Iteration 16Q: 3 clusters Score -8320091 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8320300.000000 Penalty: 5488.315918
	Iteration 17Q: 3 clusters Score -8320300 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8320432.000000 Penalty: 5488.315918
	Iteration 18Q: 3 clusters Score -8320432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8320513.000000 Penalty: 5488.315918
	Iteration 19Q: 3 clusters Score -8320513 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8320584.000000 Penalty: 5488.315918
	Iteration 20F: 3 clusters Score -8320584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8320629.000000 Penalty: 5488.315918
	Iteration 21Q: 3 clusters Score -8320629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8320666.000000 Penalty: 5488.315918
	Iteration 22Q: 3 clusters Score -8320666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8320667.500000 Penalty: 5488.315918
	Iteration 23Q: 3 clusters Score -8320668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8320681.000000 Penalty: 5488.315918
	Iteration 24Q: 3 clusters Score -8320681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8320701.000000 Penalty: 5488.315918
	Iteration 25Q: 3 clusters Score -8320701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8320709.500000 Penalty: 5488.315918
	Iteration 26Q: 3 clusters Score -8320710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8320724.500000 Penalty: 5488.315918
	Iteration 27Q: 3 clusters Score -8320724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8320736.000000 Penalty: 5488.315918
	Iteration 28Q: 3 clusters Score -8320736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8320744.500000 Penalty: 5488.315918
	Iteration 29Q: 3 clusters Score -8320744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8320753.000000 Penalty: 5488.315918
	Iteration 30Q: 3 clusters Score -8320753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8320752.500000 Penalty: 5488.315918
	Iteration 31Q: 3 clusters Score -8320752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8320760.000000 Penalty: 5488.315918
	Iteration 32Q: 3 clusters Score -8320760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8320764.000000 Penalty: 5488.315918
	Iteration 33Q: 3 clusters Score -8320764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8320759.500000 Penalty: 5488.315918
	Iteration 34Q: 3 clusters Score -8320760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8320761.000000 Penalty: 5488.315918
	Iteration 35Q: 3 clusters Score -8320761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8320767.500000 Penalty: 5488.315918
	Iteration 36Q: 3 clusters Score -8320768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8320773.000000 Penalty: 5488.315918
	Iteration 37Q: 3 clusters Score -8320773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8320782.000000 Penalty: 5488.315918
	Iteration 38Q: 3 clusters Score -8320782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8320783.000000 Penalty: 5488.315918
	Iteration 39Q: 3 clusters Score -8320783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8320783.000000 Penalty: 5488.315918
	Iteration 40F: 3 clusters Score -8320783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135338 members 
Entering Unmasked Estep 
Score: -18147128.000000 Penalty: 2930.251709
	Iteration 0F: 2 clusters Score -1.814713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -18056694.000000 Penalty: 5860.503418
	Iteration 0F: 3 clusters Score -1.805669e+07 nChanged 64560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -18093848.000000 Penalty: 5860.503418
	Iteration 1F: 3 clusters Score -1.809385e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -18094692.000000 Penalty: 5860.503418
	Iteration 2Q: 3 clusters Score -1.809469e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -18095596.000000 Penalty: 5860.503418
	Iteration 3Q: 3 clusters Score -1.80956e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -18096640.000000 Penalty: 5860.503418
	Iteration 4Q: 3 clusters Score -1.809664e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -18098060.000000 Penalty: 5860.503418
	Iteration 5Q: 3 clusters Score -1.809806e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -18100076.000000 Penalty: 5860.503418
	Iteration 6Q: 3 clusters Score -1.810008e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -18103782.000000 Penalty: 5860.503418
	Iteration 7F: 3 clusters Score -1.810378e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 93167 members 
Entering Unmasked Estep 
Score: -18109528.000000 Penalty: 5860.503418
	Iteration 8F: 3 clusters Score -1.810953e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 103050 members 
Entering Unmasked Estep 
Score: -18118066.000000 Penalty: 5860.503418
	Iteration 9F: 3 clusters Score -1.811807e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -18127868.000000 Penalty: 5860.503418
	Iteration 10F: 3 clusters Score -1.812787e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 120644 members 
Entering Unmasked Estep 
Score: -18135944.000000 Penalty: 5860.503418
	Iteration 11F: 3 clusters Score -1.813594e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 124982 members 
Entering Unmasked Estep 
Score: -18141026.000000 Penalty: 5860.503418
	Iteration 12Q: 3 clusters Score -1.814103e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 127001 members 
Entering Unmasked Estep 
Score: -18143638.000000 Penalty: 5860.503418
	Iteration 13Q: 3 clusters Score -1.814364e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -18144776.000000 Penalty: 5860.503418
	Iteration 14Q: 3 clusters Score -1.814478e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -18145320.000000 Penalty: 5860.503418
	Iteration 15Q: 3 clusters Score -1.814532e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 129051 members 
Entering Unmasked Estep 
Score: -18145612.000000 Penalty: 5860.503418
	Iteration 16Q: 3 clusters Score -1.814561e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -18145764.000000 Penalty: 5860.503418
	Iteration 17Q: 3 clusters Score -1.814576e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -18145806.000000 Penalty: 5860.503418
	Iteration 18Q: 3 clusters Score -1.814581e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -18145834.000000 Penalty: 5860.503418
	Iteration 19Q: 3 clusters Score -1.814583e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -18145892.000000 Penalty: 5860.503418
	Iteration 20F: 3 clusters Score -1.814589e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 130157 members 
Entering Unmasked Estep 
Score: -18145898.000000 Penalty: 5860.503418
	Iteration 21Q: 3 clusters Score -1.81459e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -18145914.000000 Penalty: 5860.503418
	Iteration 22Q: 3 clusters Score -1.814591e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 130388 members 
Entering Unmasked Estep 
Score: -18145926.000000 Penalty: 5860.503418
	Iteration 23Q: 3 clusters Score -1.814593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -18145918.000000 Penalty: 5860.503418
	Iteration 24Q: 3 clusters Score -1.814592e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 130561 members 
Entering Unmasked Estep 
Score: -18145906.000000 Penalty: 5860.503418
	Iteration 25Q: 3 clusters Score -1.814591e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 130636 members 
Entering Unmasked Estep 
Score: -18145924.000000 Penalty: 5860.503418
	Iteration 26Q: 3 clusters Score -1.814592e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -18145936.000000 Penalty: 5860.503418
	Iteration 27Q: 3 clusters Score -1.814594e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -18145926.000000 Penalty: 5860.503418
	Iteration 28Q: 3 clusters Score -1.814593e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 130851 members 
Entering Unmasked Estep 
Score: -18145928.000000 Penalty: 5860.503418
	Iteration 29Q: 3 clusters Score -1.814593e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -18145956.000000 Penalty: 5860.503418
	Iteration 30Q: 3 clusters Score -1.814596e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -18145966.000000 Penalty: 5860.503418
	Iteration 31Q: 3 clusters Score -1.814597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -18145976.000000 Penalty: 5860.503418
	Iteration 32Q: 3 clusters Score -1.814598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -18145992.000000 Penalty: 5860.503418
	Iteration 33Q: 3 clusters Score -1.814599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -18145996.000000 Penalty: 5860.503418
	Iteration 34Q: 3 clusters Score -1.8146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -18145982.000000 Penalty: 5860.503418
	Iteration 35Q: 3 clusters Score -1.814598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -18145980.000000 Penalty: 5860.503418
	Iteration 36Q: 3 clusters Score -1.814598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 131118 members 
Entering Unmasked Estep 
Score: -18145974.000000 Penalty: 5860.503418
	Iteration 37Q: 3 clusters Score -1.814597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -18145966.000000 Penalty: 5860.503418
	Iteration 38Q: 3 clusters Score -1.814597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -18145968.000000 Penalty: 5860.503418
	Iteration 39Q: 3 clusters Score -1.814597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 131141 members 
Entering Unmasked Estep 
Score: -18145962.000000 Penalty: 5860.503418
	Iteration 40F: 3 clusters Score -1.814596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 131146 members 
Entering Unmasked Estep 
Score: -18145974.000000 Penalty: 5860.503418
	Iteration 41Q: 3 clusters Score -1.814597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -18145976.000000 Penalty: 5860.503418
	Iteration 42Q: 3 clusters Score -1.814598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -18145978.000000 Penalty: 5860.503418
	Iteration 43Q: 3 clusters Score -1.814598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -18145984.000000 Penalty: 5860.503418
	Iteration 44Q: 3 clusters Score -1.814598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -18145986.000000 Penalty: 5860.503418
	Iteration 45Q: 3 clusters Score -1.814599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -18145990.000000 Penalty: 5860.503418
	Iteration 46Q: 3 clusters Score -1.814599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 131201 members 
Entering Unmasked Estep 
Score: -18145988.000000 Penalty: 5860.503418
	Iteration 47Q: 3 clusters Score -1.814599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 131211 members 
Entering Unmasked Estep 
Score: -18145988.000000 Penalty: 5860.503418
	Iteration 48Q: 3 clusters Score -1.814599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 131219 members 
Entering Unmasked Estep 
Score: -18145994.000000 Penalty: 5860.503418
	Iteration 49Q: 3 clusters Score -1.814599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 131228 members 
Entering Unmasked Estep 
Score: -18145982.000000 Penalty: 5860.503418
	Iteration 50Q: 3 clusters Score -1.814598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 131233 members 
Entering Unmasked Estep 
Score: -18145996.000000 Penalty: 5860.503418
	Iteration 51Q: 3 clusters Score -1.8146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 131240 members 
Entering Unmasked Estep 
Score: -18146022.000000 Penalty: 5860.503418
	Iteration 52Q: 3 clusters Score -1.814602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 131245 members 
Entering Unmasked Estep 
Score: -18146004.000000 Penalty: 5860.503418
	Iteration 53Q: 3 clusters Score -1.8146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 131251 members 
Entering Unmasked Estep 
Score: -18146004.000000 Penalty: 5860.503418
	Iteration 54Q: 3 clusters Score -1.8146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -18146006.000000 Penalty: 5860.503418
	Iteration 55Q: 3 clusters Score -1.814601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -18146002.000000 Penalty: 5860.503418
	Iteration 56Q: 3 clusters Score -1.8146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 131264 members 
Entering Unmasked Estep 
Score: -18146004.000000 Penalty: 5860.503418
	Iteration 57Q: 3 clusters Score -1.8146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -18145986.000000 Penalty: 5860.503418
	Iteration 58Q: 3 clusters Score -1.814599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 131275 members 
Entering Unmasked Estep 
Score: -18146002.000000 Penalty: 5860.503418
	Iteration 59Q: 3 clusters Score -1.8146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -18145992.000000 Penalty: 5860.503418
	Iteration 60F: 3 clusters Score -1.814599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 131282 members 
Entering Unmasked Estep 
Score: -18145996.000000 Penalty: 5860.503418
	Iteration 61Q: 3 clusters Score -1.8146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -18145992.000000 Penalty: 5860.503418
	Iteration 62Q: 3 clusters Score -1.814599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -18146002.000000 Penalty: 5860.503418
	Iteration 63Q: 3 clusters Score -1.8146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -18146008.000000 Penalty: 5860.503418
	Iteration 64Q: 3 clusters Score -1.814601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -18146008.000000 Penalty: 5860.503418
	Iteration 65Q: 3 clusters Score -1.814601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -18146008.000000 Penalty: 5860.503418
	Iteration 66F: 3 clusters Score -1.814601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Entering Unmasked Estep 
Score: -8978653.000000 Penalty: 2751.965820
	Iteration 0F: 2 clusters Score -8978653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -8934366.000000 Penalty: 5503.931641
	Iteration 0F: 3 clusters Score -8934366 nChanged 30797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -8951737.000000 Penalty: 5503.931641
	Iteration 1F: 3 clusters Score -8951737 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -8952510.000000 Penalty: 5503.931641
	Iteration 2Q: 3 clusters Score -8952510 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -8953421.000000 Penalty: 5503.931641
	Iteration 3Q: 3 clusters Score -8953421 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -8954857.000000 Penalty: 5503.931641
	Iteration 4Q: 3 clusters Score -8954857 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8957140.000000 Penalty: 5503.931641
	Iteration 5F: 3 clusters Score -8957140 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -8960801.000000 Penalty: 5503.931641
	Iteration 6F: 3 clusters Score -8960801 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -8965754.000000 Penalty: 5503.931641
	Iteration 7F: 3 clusters Score -8965754 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -8970524.000000 Penalty: 5503.931641
	Iteration 8F: 3 clusters Score -8970524 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8973660.000000 Penalty: 5503.931641
	Iteration 9Q: 3 clusters Score -8973660 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8975074.000000 Penalty: 5503.931641
	Iteration 10Q: 3 clusters Score -8975074 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8975671.000000 Penalty: 5503.931641
	Iteration 11Q: 3 clusters Score -8975671 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8975926.000000 Penalty: 5503.931641
	Iteration 12Q: 3 clusters Score -8975926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8976051.000000 Penalty: 5503.931641
	Iteration 13Q: 3 clusters Score -8976051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8976098.000000 Penalty: 5503.931641
	Iteration 14Q: 3 clusters Score -8976098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8976145.000000 Penalty: 5503.931641
	Iteration 15Q: 3 clusters Score -8976145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8976160.000000 Penalty: 5503.931641
	Iteration 16Q: 3 clusters Score -8976160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8976178.000000 Penalty: 5503.931641
	Iteration 17Q: 3 clusters Score -8976178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8976185.000000 Penalty: 5503.931641
	Iteration 18Q: 3 clusters Score -8976185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8976224.000000 Penalty: 5503.931641
	Iteration 19Q: 3 clusters Score -8976224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8976233.000000 Penalty: 5503.931641
	Iteration 20F: 3 clusters Score -8976233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8976237.000000 Penalty: 5503.931641
	Iteration 21Q: 3 clusters Score -8976237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8976251.000000 Penalty: 5503.931641
	Iteration 22Q: 3 clusters Score -8976251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8976244.000000 Penalty: 5503.931641
	Iteration 23Q: 3 clusters Score -8976244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8976244.000000 Penalty: 5503.931641
	Iteration 24F: 3 clusters Score -8976244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Entering Unmasked Estep 
Score: -23866550.000000 Penalty: 2996.428467
	Iteration 0F: 2 clusters Score -2.386655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -23758396.000000 Penalty: 5992.856934
	Iteration 0F: 3 clusters Score -2.37584e+07 nChanged 84963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -23807392.000000 Penalty: 5992.856934
	Iteration 1F: 3 clusters Score -2.380739e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -23808054.000000 Penalty: 5992.856934
	Iteration 2Q: 3 clusters Score -2.380805e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -23808676.000000 Penalty: 5992.856934
	Iteration 3Q: 3 clusters Score -2.380868e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -23809398.000000 Penalty: 5992.856934
	Iteration 4Q: 3 clusters Score -2.38094e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -23810154.000000 Penalty: 5992.856934
	Iteration 5Q: 3 clusters Score -2.381015e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -23811122.000000 Penalty: 5992.856934
	Iteration 6Q: 3 clusters Score -2.381112e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -23812640.000000 Penalty: 5992.856934
	Iteration 7Q: 3 clusters Score -2.381264e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -23815296.000000 Penalty: 5992.856934
	Iteration 8Q: 3 clusters Score -2.38153e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -23819814.000000 Penalty: 5992.856934
	Iteration 9Q: 3 clusters Score -2.381981e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -23827246.000000 Penalty: 5992.856934
	Iteration 10F: 3 clusters Score -2.382725e+07 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -23837696.000000 Penalty: 5992.856934
	Iteration 11F: 3 clusters Score -2.38377e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -23847806.000000 Penalty: 5992.856934
	Iteration 12F: 3 clusters Score -2.384781e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -23854836.000000 Penalty: 5992.856934
	Iteration 13F: 3 clusters Score -2.385484e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -23858600.000000 Penalty: 5992.856934
	Iteration 14Q: 3 clusters Score -2.38586e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 169896 members 
Entering Unmasked Estep 
Score: -23860816.000000 Penalty: 5992.856934
	Iteration 15Q: 3 clusters Score -2.386082e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 172339 members 
Entering Unmasked Estep 
Score: -23862190.000000 Penalty: 5992.856934
	Iteration 16Q: 3 clusters Score -2.386219e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 173803 members 
Entering Unmasked Estep 
Score: -23862900.000000 Penalty: 5992.856934
	Iteration 17Q: 3 clusters Score -2.38629e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -23863280.000000 Penalty: 5992.856934
	Iteration 18Q: 3 clusters Score -2.386328e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 5992.856934
	Iteration 19Q: 3 clusters Score -2.386349e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -23863622.000000 Penalty: 5992.856934
	Iteration 20F: 3 clusters Score -2.386362e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -23863744.000000 Penalty: 5992.856934
	Iteration 21Q: 3 clusters Score -2.386374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -23863794.000000 Penalty: 5992.856934
	Iteration 22Q: 3 clusters Score -2.386379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 175922 members 
Entering Unmasked Estep 
Score: -23863850.000000 Penalty: 5992.856934
	Iteration 23Q: 3 clusters Score -2.386385e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -23863852.000000 Penalty: 5992.856934
	Iteration 24Q: 3 clusters Score -2.386385e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -23863902.000000 Penalty: 5992.856934
	Iteration 25Q: 3 clusters Score -2.38639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -23863934.000000 Penalty: 5992.856934
	Iteration 26Q: 3 clusters Score -2.386393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -23863956.000000 Penalty: 5992.856934
	Iteration 27Q: 3 clusters Score -2.386396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -23863962.000000 Penalty: 5992.856934
	Iteration 28Q: 3 clusters Score -2.386396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -23863960.000000 Penalty: 5992.856934
	Iteration 29Q: 3 clusters Score -2.386396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 176122 members 
Entering Unmasked Estep 
Score: -23863982.000000 Penalty: 5992.856934
	Iteration 30Q: 3 clusters Score -2.386398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -23863986.000000 Penalty: 5992.856934
	Iteration 31Q: 3 clusters Score -2.386399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -23863982.000000 Penalty: 5992.856934
	Iteration 32Q: 3 clusters Score -2.386398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 176142 members 
Entering Unmasked Estep 
Score: -23863992.000000 Penalty: 5992.856934
	Iteration 33Q: 3 clusters Score -2.386399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -23863990.000000 Penalty: 5992.856934
	Iteration 34Q: 3 clusters Score -2.386399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 176152 members 
Entering Unmasked Estep 
Score: -23863998.000000 Penalty: 5992.856934
	Iteration 35Q: 3 clusters Score -2.3864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -23864012.000000 Penalty: 5992.856934
	Iteration 36Q: 3 clusters Score -2.386401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 176161 members 
Entering Unmasked Estep 
Score: -23864020.000000 Penalty: 5992.856934
	Iteration 37Q: 3 clusters Score -2.386402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 176163 members 
Entering Unmasked Estep 
Score: -23864014.000000 Penalty: 5992.856934
	Iteration 38Q: 3 clusters Score -2.386401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 176166 members 
Entering Unmasked Estep 
Score: -23864002.000000 Penalty: 5992.856934
	Iteration 39Q: 3 clusters Score -2.3864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 176165 members 
Entering Unmasked Estep 
Score: -23864010.000000 Penalty: 5992.856934
	Iteration 40F: 3 clusters Score -2.386401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -23864022.000000 Penalty: 5992.856934
	Iteration 41Q: 3 clusters Score -2.386402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 176170 members 
Entering Unmasked Estep 
Score: -23864042.000000 Penalty: 5992.856934
	Iteration 42Q: 3 clusters Score -2.386404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 176174 members 
Entering Unmasked Estep 
Score: -23864026.000000 Penalty: 5992.856934
	Iteration 43Q: 3 clusters Score -2.386403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -23864028.000000 Penalty: 5992.856934
	Iteration 44Q: 3 clusters Score -2.386403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 176182 members 
Entering Unmasked Estep 
Score: -23864040.000000 Penalty: 5992.856934
	Iteration 45Q: 3 clusters Score -2.386404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -23864044.000000 Penalty: 5992.856934
	Iteration 46Q: 3 clusters Score -2.386404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -23864044.000000 Penalty: 5992.856934
	Iteration 47Q: 3 clusters Score -2.386404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -23864048.000000 Penalty: 5992.856934
	Iteration 48Q: 3 clusters Score -2.386405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -23864032.000000 Penalty: 5992.856934
	Iteration 49Q: 3 clusters Score -2.386403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 176186 members 
Entering Unmasked Estep 
Score: -23864038.000000 Penalty: 5992.856934
	Iteration 50Q: 3 clusters Score -2.386404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -23864046.000000 Penalty: 5992.856934
	Iteration 51Q: 3 clusters Score -2.386405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 176190 members 
Entering Unmasked Estep 
Score: -23864042.000000 Penalty: 5992.856934
	Iteration 52Q: 3 clusters Score -2.386404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 176191 members 
Entering Unmasked Estep 
Score: -23864046.000000 Penalty: 5992.856934
	Iteration 53Q: 3 clusters Score -2.386405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -23864044.000000 Penalty: 5992.856934
	Iteration 54Q: 3 clusters Score -2.386404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 176197 members 
Entering Unmasked Estep 
Score: -23864048.000000 Penalty: 5992.856934
	Iteration 55Q: 3 clusters Score -2.386405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 176200 members 
Entering Unmasked Estep 
Score: -23864042.000000 Penalty: 5992.856934
	Iteration 56Q: 3 clusters Score -2.386404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -23864046.000000 Penalty: 5992.856934
	Iteration 57Q: 3 clusters Score -2.386405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 176201 members 
Entering Unmasked Estep 
Score: -23864046.000000 Penalty: 5992.856934
	Iteration 58F: 3 clusters Score -2.386405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41472.882812 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41472.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41925.828125 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41925.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42273.535156 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -42273.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42401.859375 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -42401.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42467.816406 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -42467.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42511.949219 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -42511.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42541.847656 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -42541.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42553.980469 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -42553.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42577.117188 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -42577.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42616.339844 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -42616.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42630.070312 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -42630.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42630.070312 Penalty: 2964.270020
	Iteration 11F: 3 clusters Score -42630.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 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 184 members 
Entering Unmasked Estep 
Score: -47087.250000 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47087.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47212.503906 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47248.898438 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47267.523438 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47267.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47277.175781 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47277.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47278.003906 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -47278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47278.003906 Penalty: 2943.707520
	Iteration 6F: 3 clusters Score -47278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Entering Unmasked Estep 
Score: -2380039.250000 Penalty: 2440.442627
	Iteration 0F: 2 clusters Score -2380039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2366774.250000 Penalty: 4880.885254
	Iteration 0F: 3 clusters Score -2366774 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2371396.000000 Penalty: 4880.885254
	Iteration 1F: 3 clusters Score -2371396 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2372103.500000 Penalty: 4880.885254
	Iteration 2F: 3 clusters Score -2372104 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2372678.250000 Penalty: 4880.885254
	Iteration 3F: 3 clusters Score -2372678 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2373110.750000 Penalty: 4880.885254
	Iteration 4Q: 3 clusters Score -2373111 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2373534.750000 Penalty: 4880.885254
	Iteration 5Q: 3 clusters Score -2373535 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2374016.500000 Penalty: 4880.885254
	Iteration 6Q: 3 clusters Score -2374016 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2374613.000000 Penalty: 4880.885254
	Iteration 7F: 3 clusters Score -2374613 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2375241.750000 Penalty: 4880.885254
	Iteration 8F: 3 clusters Score -2375242 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2375873.250000 Penalty: 4880.885254
	Iteration 9F: 3 clusters Score -2375873 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2376416.500000 Penalty: 4880.885254
	Iteration 10Q: 3 clusters Score -2376416 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2376881.750000 Penalty: 4880.885254
	Iteration 11Q: 3 clusters Score -2376882 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2377240.000000 Penalty: 4880.885254
	Iteration 12Q: 3 clusters Score -2377240 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2377596.750000 Penalty: 4880.885254
	Iteration 13Q: 3 clusters Score -2377597 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2377948.500000 Penalty: 4880.885254
	Iteration 14Q: 3 clusters Score -2377948 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2378323.500000 Penalty: 4880.885254
	Iteration 15Q: 3 clusters Score -2378324 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2378691.250000 Penalty: 4880.885254
	Iteration 16Q: 3 clusters Score -2378691 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2379005.750000 Penalty: 4880.885254
	Iteration 17Q: 3 clusters Score -2379006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2379281.250000 Penalty: 4880.885254
	Iteration 18Q: 3 clusters Score -2379281 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2379505.000000 Penalty: 4880.885254
	Iteration 19Q: 3 clusters Score -2379505 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2379720.250000 Penalty: 4880.885254
	Iteration 20F: 3 clusters Score -2379720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2379888.000000 Penalty: 4880.885254
	Iteration 21Q: 3 clusters Score -2379888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2380021.500000 Penalty: 4880.885254
	Iteration 22Q: 3 clusters Score -2380022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2380132.250000 Penalty: 4880.885254
	Iteration 23Q: 3 clusters Score -2380132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2380193.000000 Penalty: 4880.885254
	Iteration 24Q: 3 clusters Score -2380193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2380217.250000 Penalty: 4880.885254
	Iteration 25Q: 3 clusters Score -2380217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2380228.000000 Penalty: 4880.885254
	Iteration 26Q: 3 clusters Score -2380228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2380224.750000 Penalty: 4880.885254
	Iteration 27Q: 3 clusters Score -2380225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2380224.750000 Penalty: 4880.885254
	Iteration 28F: 3 clusters Score -2380225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146617 members 
Mstep: Class 5 contains 103576 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141769 members 
Mstep: Class 10 contains 63905 members 
Mstep: Class 11 contains 135338 members 
Mstep: Class 12 contains 65949 members 
Mstep: Class 13 contains 176729 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 17964 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 156560 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 159439 members 
Mstep: Class 23 contains 34078 members 
Entering Unmasked Estep 
Score: -180364224.000000 Penalty: 77098.109375
Splitting cluster 17 changes total score from -180365296.000000 to -180364224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -99124.984375 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -99124.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97347.195312 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -97347.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97645.101562 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -97645.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97705.382812 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -97705.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97722.640625 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -97722.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97742.882812 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -97742.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97753.718750 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -97753.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97762.179688 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -97762.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97766.062500 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -97766.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97766.062500 Penalty: 3307.441162
	Iteration 8F: 3 clusters Score -97766.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Entering Unmasked Estep 
Score: -20961506.000000 Penalty: 2966.376465
	Iteration 0F: 2 clusters Score -2.096151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -20858134.000000 Penalty: 5932.752930
	Iteration 0F: 3 clusters Score -2.085813e+07 nChanged 74889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -20900688.000000 Penalty: 5932.752930
	Iteration 1F: 3 clusters Score -2.090069e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -20901724.000000 Penalty: 5932.752930
	Iteration 2Q: 3 clusters Score -2.090172e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -20902826.000000 Penalty: 5932.752930
	Iteration 3Q: 3 clusters Score -2.090283e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -20904948.000000 Penalty: 5932.752930
	Iteration 4Q: 3 clusters Score -2.090495e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -20908902.000000 Penalty: 5932.752930
	Iteration 5Q: 3 clusters Score -2.09089e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -20915572.000000 Penalty: 5932.752930
	Iteration 6F: 3 clusters Score -2.091557e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -20926398.000000 Penalty: 5932.752930
	Iteration 7F: 3 clusters Score -2.09264e+07 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -20941824.000000 Penalty: 5932.752930
	Iteration 8F: 3 clusters Score -2.094182e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123449 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -20955340.000000 Penalty: 5932.752930
	Iteration 9F: 3 clusters Score -2.095534e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -20958956.000000 Penalty: 5932.752930
	Iteration 10Q: 3 clusters Score -2.095896e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -20959822.000000 Penalty: 5932.752930
	Iteration 11Q: 3 clusters Score -2.095982e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -20960216.000000 Penalty: 5932.752930
	Iteration 12Q: 3 clusters Score -2.096022e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -20960410.000000 Penalty: 5932.752930
	Iteration 13Q: 3 clusters Score -2.096041e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126771 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -20960584.000000 Penalty: 5932.752930
	Iteration 14Q: 3 clusters Score -2.096058e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -20960656.000000 Penalty: 5932.752930
	Iteration 15Q: 3 clusters Score -2.096066e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -20960692.000000 Penalty: 5932.752930
	Iteration 16Q: 3 clusters Score -2.096069e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127819 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -20960810.000000 Penalty: 5932.752930
	Iteration 17Q: 3 clusters Score -2.096081e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -20960848.000000 Penalty: 5932.752930
	Iteration 18Q: 3 clusters Score -2.096085e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -20960964.000000 Penalty: 5932.752930
	Iteration 19Q: 3 clusters Score -2.096096e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -20961014.000000 Penalty: 5932.752930
	Iteration 20F: 3 clusters Score -2.096101e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -20961038.000000 Penalty: 5932.752930
	Iteration 21Q: 3 clusters Score -2.096104e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129068 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -20961018.000000 Penalty: 5932.752930
	Iteration 22Q: 3 clusters Score -2.096102e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -20961078.000000 Penalty: 5932.752930
	Iteration 23Q: 3 clusters Score -2.096108e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -20961128.000000 Penalty: 5932.752930
	Iteration 24Q: 3 clusters Score -2.096113e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -20961104.000000 Penalty: 5932.752930
	Iteration 25Q: 3 clusters Score -2.09611e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -20961158.000000 Penalty: 5932.752930
	Iteration 26Q: 3 clusters Score -2.096116e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -20961176.000000 Penalty: 5932.752930
	Iteration 27Q: 3 clusters Score -2.096118e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -20961198.000000 Penalty: 5932.752930
	Iteration 28Q: 3 clusters Score -2.09612e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -20961188.000000 Penalty: 5932.752930
	Iteration 29Q: 3 clusters Score -2.096119e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -20961162.000000 Penalty: 5932.752930
	Iteration 30Q: 3 clusters Score -2.096116e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -20961182.000000 Penalty: 5932.752930
	Iteration 31Q: 3 clusters Score -2.096118e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -20961184.000000 Penalty: 5932.752930
	Iteration 32Q: 3 clusters Score -2.096118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -20961196.000000 Penalty: 5932.752930
	Iteration 33Q: 3 clusters Score -2.09612e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -20961192.000000 Penalty: 5932.752930
	Iteration 34Q: 3 clusters Score -2.096119e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130983 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -20961192.000000 Penalty: 5932.752930
	Iteration 35Q: 3 clusters Score -2.096119e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131110 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -20961212.000000 Penalty: 5932.752930
	Iteration 36Q: 3 clusters Score -2.096121e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -20961222.000000 Penalty: 5932.752930
	Iteration 37Q: 3 clusters Score -2.096122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131396 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -20961252.000000 Penalty: 5932.752930
	Iteration 38Q: 3 clusters Score -2.096125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131523 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -20961244.000000 Penalty: 5932.752930
	Iteration 39Q: 3 clusters Score -2.096124e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -20961262.000000 Penalty: 5932.752930
	Iteration 40F: 3 clusters Score -2.096126e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -20961262.000000 Penalty: 5932.752930
	Iteration 41Q: 3 clusters Score -2.096126e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131884 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -20961262.000000 Penalty: 5932.752930
	Iteration 42Q: 3 clusters Score -2.096126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -20961264.000000 Penalty: 5932.752930
	Iteration 43Q: 3 clusters Score -2.096126e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132107 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -20961246.000000 Penalty: 5932.752930
	Iteration 44Q: 3 clusters Score -2.096125e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -20961250.000000 Penalty: 5932.752930
	Iteration 45Q: 3 clusters Score -2.096125e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -20961272.000000 Penalty: 5932.752930
	Iteration 46Q: 3 clusters Score -2.096127e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132437 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -20961272.000000 Penalty: 5932.752930
	Iteration 47Q: 3 clusters Score -2.096127e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -20961314.000000 Penalty: 5932.752930
	Iteration 48Q: 3 clusters Score -2.096131e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132633 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -20961308.000000 Penalty: 5932.752930
	Iteration 49Q: 3 clusters Score -2.096131e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -20961302.000000 Penalty: 5932.752930
	Iteration 50Q: 3 clusters Score -2.09613e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -20961328.000000 Penalty: 5932.752930
	Iteration 51Q: 3 clusters Score -2.096133e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132938 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -20961320.000000 Penalty: 5932.752930
	Iteration 52Q: 3 clusters Score -2.096132e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -20961326.000000 Penalty: 5932.752930
	Iteration 53Q: 3 clusters Score -2.096133e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -20961320.000000 Penalty: 5932.752930
	Iteration 54Q: 3 clusters Score -2.096132e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -20961330.000000 Penalty: 5932.752930
	Iteration 55Q: 3 clusters Score -2.096133e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133295 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -20961364.000000 Penalty: 5932.752930
	Iteration 56Q: 3 clusters Score -2.096136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -20961378.000000 Penalty: 5932.752930
	Iteration 57Q: 3 clusters Score -2.096138e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -20961358.000000 Penalty: 5932.752930
	Iteration 58Q: 3 clusters Score -2.096136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133546 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -20961394.000000 Penalty: 5932.752930
	Iteration 59Q: 3 clusters Score -2.096139e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -20961394.000000 Penalty: 5932.752930
	Iteration 60F: 3 clusters Score -2.096139e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -20961408.000000 Penalty: 5932.752930
	Iteration 61Q: 3 clusters Score -2.096141e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -20961450.000000 Penalty: 5932.752930
	Iteration 62Q: 3 clusters Score -2.096145e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -20961416.000000 Penalty: 5932.752930
	Iteration 63Q: 3 clusters Score -2.096142e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -20961428.000000 Penalty: 5932.752930
	Iteration 64Q: 3 clusters Score -2.096143e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -20961438.000000 Penalty: 5932.752930
	Iteration 65Q: 3 clusters Score -2.096144e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -20961490.000000 Penalty: 5932.752930
	Iteration 66Q: 3 clusters Score -2.096149e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -20961476.000000 Penalty: 5932.752930
	Iteration 67Q: 3 clusters Score -2.096148e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134403 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -20961500.000000 Penalty: 5932.752930
	Iteration 68Q: 3 clusters Score -2.09615e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -20961536.000000 Penalty: 5932.752930
	Iteration 69Q: 3 clusters Score -2.096154e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -20961536.000000 Penalty: 5932.752930
	Iteration 70Q: 3 clusters Score -2.096154e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -20961520.000000 Penalty: 5932.752930
	Iteration 71Q: 3 clusters Score -2.096152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134811 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -20961548.000000 Penalty: 5932.752930
	Iteration 72Q: 3 clusters Score -2.096155e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -20961546.000000 Penalty: 5932.752930
	Iteration 73Q: 3 clusters Score -2.096155e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -20961570.000000 Penalty: 5932.752930
	Iteration 74Q: 3 clusters Score -2.096157e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -20961574.000000 Penalty: 5932.752930
	Iteration 75Q: 3 clusters Score -2.096157e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135155 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -20961566.000000 Penalty: 5932.752930
	Iteration 76Q: 3 clusters Score -2.096157e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -20961612.000000 Penalty: 5932.752930
	Iteration 77Q: 3 clusters Score -2.096161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -20961590.000000 Penalty: 5932.752930
	Iteration 78Q: 3 clusters Score -2.096159e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135368 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -20961620.000000 Penalty: 5932.752930
	Iteration 79Q: 3 clusters Score -2.096162e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -20961652.000000 Penalty: 5932.752930
	Iteration 80F: 3 clusters Score -2.096165e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -20961706.000000 Penalty: 5932.752930
	Iteration 81Q: 3 clusters Score -2.096171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135638 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -20961698.000000 Penalty: 5932.752930
	Iteration 82Q: 3 clusters Score -2.09617e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -20961690.000000 Penalty: 5932.752930
	Iteration 83Q: 3 clusters Score -2.096169e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -20961734.000000 Penalty: 5932.752930
	Iteration 84Q: 3 clusters Score -2.096173e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -20961718.000000 Penalty: 5932.752930
	Iteration 85Q: 3 clusters Score -2.096172e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136025 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -20961706.000000 Penalty: 5932.752930
	Iteration 86Q: 3 clusters Score -2.096171e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -20961748.000000 Penalty: 5932.752930
	Iteration 87Q: 3 clusters Score -2.096175e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -20961750.000000 Penalty: 5932.752930
	Iteration 88Q: 3 clusters Score -2.096175e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136362 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -20961782.000000 Penalty: 5932.752930
	Iteration 89Q: 3 clusters Score -2.096178e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136496 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -20961752.000000 Penalty: 5932.752930
	Iteration 90Q: 3 clusters Score -2.096175e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -20961756.000000 Penalty: 5932.752930
	Iteration 91Q: 3 clusters Score -2.096176e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -20961808.000000 Penalty: 5932.752930
	Iteration 92Q: 3 clusters Score -2.096181e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -20961776.000000 Penalty: 5932.752930
	Iteration 93Q: 3 clusters Score -2.096178e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137081 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -20961788.000000 Penalty: 5932.752930
	Iteration 94Q: 3 clusters Score -2.096179e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137251 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -20961868.000000 Penalty: 5932.752930
	Iteration 95Q: 3 clusters Score -2.096187e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137413 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -20961858.000000 Penalty: 5932.752930
	Iteration 96Q: 3 clusters Score -2.096186e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -20961828.000000 Penalty: 5932.752930
	Iteration 97Q: 3 clusters Score -2.096183e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137760 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -20961826.000000 Penalty: 5932.752930
	Iteration 98Q: 3 clusters Score -2.096183e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137952 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -20961844.000000 Penalty: 5932.752930
	Iteration 99Q: 3 clusters Score -2.096184e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138145 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -20961852.000000 Penalty: 5932.752930
	Iteration 100F: 3 clusters Score -2.096185e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138346 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -20961824.000000 Penalty: 5932.752930
	Iteration 101Q: 3 clusters Score -2.096182e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -20961842.000000 Penalty: 5932.752930
	Iteration 102Q: 3 clusters Score -2.096184e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -20961798.000000 Penalty: 5932.752930
	Iteration 103Q: 3 clusters Score -2.09618e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -20961812.000000 Penalty: 5932.752930
	Iteration 104Q: 3 clusters Score -2.096181e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139288 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -20961792.000000 Penalty: 5932.752930
	Iteration 105Q: 3 clusters Score -2.096179e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -20961798.000000 Penalty: 5932.752930
	Iteration 106Q: 3 clusters Score -2.09618e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -20961822.000000 Penalty: 5932.752930
	Iteration 107Q: 3 clusters Score -2.096182e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -20961844.000000 Penalty: 5932.752930
	Iteration 108Q: 3 clusters Score -2.096184e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140294 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -20961802.000000 Penalty: 5932.752930
	Iteration 109Q: 3 clusters Score -2.09618e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -20961812.000000 Penalty: 5932.752930
	Iteration 110Q: 3 clusters Score -2.096181e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140802 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -20961756.000000 Penalty: 5932.752930
	Iteration 111Q: 3 clusters Score -2.096176e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141062 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -20961766.000000 Penalty: 5932.752930
	Iteration 112Q: 3 clusters Score -2.096177e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -20961768.000000 Penalty: 5932.752930
	Iteration 113Q: 3 clusters Score -2.096177e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141564 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -20961750.000000 Penalty: 5932.752930
	Iteration 114Q: 3 clusters Score -2.096175e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -20961742.000000 Penalty: 5932.752930
	Iteration 115Q: 3 clusters Score -2.096174e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -20961842.000000 Penalty: 5932.752930
	Iteration 116Q: 3 clusters Score -2.096184e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142280 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -20961828.000000 Penalty: 5932.752930
	Iteration 117Q: 3 clusters Score -2.096183e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -20961846.000000 Penalty: 5932.752930
	Iteration 118Q: 3 clusters Score -2.096185e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -20961864.000000 Penalty: 5932.752930
	Iteration 119Q: 3 clusters Score -2.096186e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143029 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -20961846.000000 Penalty: 5932.752930
	Iteration 120F: 3 clusters Score -2.096185e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -20961824.000000 Penalty: 5932.752930
	Iteration 121Q: 3 clusters Score -2.096182e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -20961868.000000 Penalty: 5932.752930
	Iteration 122Q: 3 clusters Score -2.096187e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -20961836.000000 Penalty: 5932.752930
	Iteration 123Q: 3 clusters Score -2.096184e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -20961854.000000 Penalty: 5932.752930
	Iteration 124Q: 3 clusters Score -2.096185e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -20961828.000000 Penalty: 5932.752930
	Iteration 125Q: 3 clusters Score -2.096183e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -20961866.000000 Penalty: 5932.752930
	Iteration 126Q: 3 clusters Score -2.096187e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -20961846.000000 Penalty: 5932.752930
	Iteration 127Q: 3 clusters Score -2.096185e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -20961884.000000 Penalty: 5932.752930
	Iteration 128Q: 3 clusters Score -2.096188e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -20961862.000000 Penalty: 5932.752930
	Iteration 129Q: 3 clusters Score -2.096186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144648 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -20961846.000000 Penalty: 5932.752930
	Iteration 130Q: 3 clusters Score -2.096185e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -20961868.000000 Penalty: 5932.752930
	Iteration 131Q: 3 clusters Score -2.096187e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -20961856.000000 Penalty: 5932.752930
	Iteration 132Q: 3 clusters Score -2.096186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144967 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -20961814.000000 Penalty: 5932.752930
	Iteration 133Q: 3 clusters Score -2.096181e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -20961834.000000 Penalty: 5932.752930
	Iteration 134Q: 3 clusters Score -2.096183e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -20961824.000000 Penalty: 5932.752930
	Iteration 135Q: 3 clusters Score -2.096182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -20961806.000000 Penalty: 5932.752930
	Iteration 136Q: 3 clusters Score -2.096181e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -20961818.000000 Penalty: 5932.752930
	Iteration 137Q: 3 clusters Score -2.096182e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -20961822.000000 Penalty: 5932.752930
	Iteration 138Q: 3 clusters Score -2.096182e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -20961780.000000 Penalty: 5932.752930
	Iteration 139Q: 3 clusters Score -2.096178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145614 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -20961792.000000 Penalty: 5932.752930
	Iteration 140F: 3 clusters Score -2.096179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -20961782.000000 Penalty: 5932.752930
	Iteration 141Q: 3 clusters Score -2.096178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -20961782.000000 Penalty: 5932.752930
	Iteration 142Q: 3 clusters Score -2.096178e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -20961780.000000 Penalty: 5932.752930
	Iteration 143Q: 3 clusters Score -2.096178e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -20961754.000000 Penalty: 5932.752930
	Iteration 144Q: 3 clusters Score -2.096175e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -20961748.000000 Penalty: 5932.752930
	Iteration 145Q: 3 clusters Score -2.096175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -20961748.000000 Penalty: 5932.752930
	Iteration 146Q: 3 clusters Score -2.096175e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -20961720.000000 Penalty: 5932.752930
	Iteration 147Q: 3 clusters Score -2.096172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146112 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -20961724.000000 Penalty: 5932.752930
	Iteration 148Q: 3 clusters Score -2.096172e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -20961698.000000 Penalty: 5932.752930
	Iteration 149Q: 3 clusters Score -2.09617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -20961696.000000 Penalty: 5932.752930
	Iteration 150Q: 3 clusters Score -2.09617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -20961686.000000 Penalty: 5932.752930
	Iteration 151Q: 3 clusters Score -2.096169e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146355 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -20961690.000000 Penalty: 5932.752930
	Iteration 152Q: 3 clusters Score -2.096169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146410 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -20961670.000000 Penalty: 5932.752930
	Iteration 153Q: 3 clusters Score -2.096167e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146452 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -20961658.000000 Penalty: 5932.752930
	Iteration 154Q: 3 clusters Score -2.096166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146492 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -20961684.000000 Penalty: 5932.752930
	Iteration 155Q: 3 clusters Score -2.096168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -20961692.000000 Penalty: 5932.752930
	Iteration 156Q: 3 clusters Score -2.096169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146572 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -20961666.000000 Penalty: 5932.752930
	Iteration 157Q: 3 clusters Score -2.096167e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -20961682.000000 Penalty: 5932.752930
	Iteration 158Q: 3 clusters Score -2.096168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -20961688.000000 Penalty: 5932.752930
	Iteration 159Q: 3 clusters Score -2.096169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -20961706.000000 Penalty: 5932.752930
	Iteration 160F: 3 clusters Score -2.096171e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -20961714.000000 Penalty: 5932.752930
	Iteration 161Q: 3 clusters Score -2.096171e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -20961700.000000 Penalty: 5932.752930
	Iteration 162Q: 3 clusters Score -2.09617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146805 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -20961662.000000 Penalty: 5932.752930
	Iteration 163Q: 3 clusters Score -2.096166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -20961648.000000 Penalty: 5932.752930
	Iteration 164Q: 3 clusters Score -2.096165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -20961650.000000 Penalty: 5932.752930
	Iteration 165Q: 3 clusters Score -2.096165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146900 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -20961656.000000 Penalty: 5932.752930
	Iteration 166Q: 3 clusters Score -2.096166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -20961654.000000 Penalty: 5932.752930
	Iteration 167Q: 3 clusters Score -2.096165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -20961678.000000 Penalty: 5932.752930
	Iteration 168Q: 3 clusters Score -2.096168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146995 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -20961662.000000 Penalty: 5932.752930
	Iteration 169Q: 3 clusters Score -2.096166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -20961654.000000 Penalty: 5932.752930
	Iteration 170Q: 3 clusters Score -2.096165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -20961638.000000 Penalty: 5932.752930
	Iteration 171Q: 3 clusters Score -2.096164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -20961646.000000 Penalty: 5932.752930
	Iteration 172Q: 3 clusters Score -2.096165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -20961624.000000 Penalty: 5932.752930
	Iteration 173Q: 3 clusters Score -2.096162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -20961608.000000 Penalty: 5932.752930
	Iteration 174Q: 3 clusters Score -2.096161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -20961600.000000 Penalty: 5932.752930
	Iteration 175Q: 3 clusters Score -2.09616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -20961612.000000 Penalty: 5932.752930
	Iteration 176Q: 3 clusters Score -2.096161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -20961598.000000 Penalty: 5932.752930
	Iteration 177Q: 3 clusters Score -2.09616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -20961594.000000 Penalty: 5932.752930
	Iteration 178Q: 3 clusters Score -2.096159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -20961578.000000 Penalty: 5932.752930
	Iteration 179Q: 3 clusters Score -2.096158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147218 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -20961570.000000 Penalty: 5932.752930
	Iteration 180F: 3 clusters Score -2.096157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -20961592.000000 Penalty: 5932.752930
	Iteration 181Q: 3 clusters Score -2.096159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -20961570.000000 Penalty: 5932.752930
	Iteration 182Q: 3 clusters Score -2.096157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -20961546.000000 Penalty: 5932.752930
	Iteration 183Q: 3 clusters Score -2.096155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -20961546.000000 Penalty: 5932.752930
	Iteration 184Q: 3 clusters Score -2.096155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -20961524.000000 Penalty: 5932.752930
	Iteration 185Q: 3 clusters Score -2.096152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -20961506.000000 Penalty: 5932.752930
	Iteration 186Q: 3 clusters Score -2.096151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -20961478.000000 Penalty: 5932.752930
	Iteration 187Q: 3 clusters Score -2.096148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147347 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -20961474.000000 Penalty: 5932.752930
	Iteration 188Q: 3 clusters Score -2.096147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -20961506.000000 Penalty: 5932.752930
	Iteration 189Q: 3 clusters Score -2.096151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147378 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -20961496.000000 Penalty: 5932.752930
	Iteration 190Q: 3 clusters Score -2.09615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147395 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -20961506.000000 Penalty: 5932.752930
	Iteration 191Q: 3 clusters Score -2.096151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -20961494.000000 Penalty: 5932.752930
	Iteration 192Q: 3 clusters Score -2.096149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147429 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -20961468.000000 Penalty: 5932.752930
	Iteration 193Q: 3 clusters Score -2.096147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -20961464.000000 Penalty: 5932.752930
	Iteration 194Q: 3 clusters Score -2.096146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147464 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -20961474.000000 Penalty: 5932.752930
	Iteration 195Q: 3 clusters Score -2.096147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -20961474.000000 Penalty: 5932.752930
	Iteration 196Q: 3 clusters Score -2.096147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -20961470.000000 Penalty: 5932.752930
	Iteration 197Q: 3 clusters Score -2.096147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -20961470.000000 Penalty: 5932.752930
	Iteration 198Q: 3 clusters Score -2.096147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -20961488.000000 Penalty: 5932.752930
	Iteration 199Q: 3 clusters Score -2.096149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147502 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -20961482.000000 Penalty: 5932.752930
	Iteration 200F: 3 clusters Score -2.096148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -20961504.000000 Penalty: 5932.752930
	Iteration 201Q: 3 clusters Score -2.09615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -20961486.000000 Penalty: 5932.752930
	Iteration 202Q: 3 clusters Score -2.096149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -20961488.000000 Penalty: 5932.752930
	Iteration 203Q: 3 clusters Score -2.096149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -20961488.000000 Penalty: 5932.752930
	Iteration 204F: 3 clusters Score -2.096149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -589628.187500 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -589628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -585348.500000 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -585348.5 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -586322.000000 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -586322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -586514.250000 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -586514.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -586655.687500 Penalty: 4185.537109
	Iteration 3Q: 3 clusters Score -586655.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -586780.062500 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -586780.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -586898.250000 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -586898.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -587038.187500 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -587038.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -587184.562500 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -587184.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -587332.125000 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -587332.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -587468.250000 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -587468.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -587603.250000 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -587603.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -587721.625000 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -587721.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -587821.937500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -587821.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -587893.000000 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -587893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -587946.000000 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -587946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -587980.562500 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -587980.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -588000.750000 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -588000.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -588020.187500 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -588020.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -588031.500000 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -588031.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -588037.937500 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -588037.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -588049.500000 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -588049.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -588059.312500 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -588059.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -588070.187500 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -588070.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -588078.437500 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -588078.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -588089.375000 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -588089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -588097.125000 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -588097.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -588099.375000 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -588099.4 nChanged 4
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: -588101.062500 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -588101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -588100.875000 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -588100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -588101.437500 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -588101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -588103.500000 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -588103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -588103.750000 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -588103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -588103.750000 Penalty: 4185.537109
	Iteration 32F: 3 clusters Score -588103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (159439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Entering Unmasked Estep 
Score: -21592274.000000 Penalty: 2970.895264
	Iteration 0F: 2 clusters Score -2.159227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -21488322.000000 Penalty: 5941.790527
	Iteration 0F: 3 clusters Score -2.148832e+07 nChanged 76306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -21532354.000000 Penalty: 5941.790527
	Iteration 1F: 3 clusters Score -2.153235e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -21533154.000000 Penalty: 5941.790527
	Iteration 2Q: 3 clusters Score -2.153315e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -21534156.000000 Penalty: 5941.790527
	Iteration 3Q: 3 clusters Score -2.153416e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -21535656.000000 Penalty: 5941.790527
	Iteration 4Q: 3 clusters Score -2.153566e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -21537886.000000 Penalty: 5941.790527
	Iteration 5Q: 3 clusters Score -2.153789e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -21542396.000000 Penalty: 5941.790527
	Iteration 6F: 3 clusters Score -2.15424e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -21550104.000000 Penalty: 5941.790527
	Iteration 7F: 3 clusters Score -2.15501e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -21562096.000000 Penalty: 5941.790527
	Iteration 8F: 3 clusters Score -2.15621e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -21575094.000000 Penalty: 5941.790527
	Iteration 9F: 3 clusters Score -2.157509e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -21584030.000000 Penalty: 5941.790527
	Iteration 10F: 3 clusters Score -2.158403e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21588048.000000 Penalty: 5941.790527
	Iteration 11Q: 3 clusters Score -2.158805e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21589116.000000 Penalty: 5941.790527
	Iteration 12Q: 3 clusters Score -2.158912e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159146 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21589458.000000 Penalty: 5941.790527
	Iteration 13Q: 3 clusters Score -2.158946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21589548.000000 Penalty: 5941.790527
	Iteration 14Q: 3 clusters Score -2.158955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21589602.000000 Penalty: 5941.790527
	Iteration 15Q: 3 clusters Score -2.15896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21589644.000000 Penalty: 5941.790527
	Iteration 16Q: 3 clusters Score -2.158964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159244 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21589656.000000 Penalty: 5941.790527
	Iteration 17Q: 3 clusters Score -2.158966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21589668.000000 Penalty: 5941.790527
	Iteration 18Q: 3 clusters Score -2.158967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21589668.000000 Penalty: 5941.790527
	Iteration 19Q: 3 clusters Score -2.158967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21589660.000000 Penalty: 5941.790527
	Iteration 20F: 3 clusters Score -2.158966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21589660.000000 Penalty: 5941.790527
	Iteration 21Q: 3 clusters Score -2.158966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21589666.000000 Penalty: 5941.790527
	Iteration 22Q: 3 clusters Score -2.158967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21589666.000000 Penalty: 5941.790527
	Iteration 23F: 3 clusters Score -2.158967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Entering Unmasked Estep 
Score: -4630177.500000 Penalty: 2588.229004
	Iteration 0F: 2 clusters Score -4630178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4606868.500000 Penalty: 5176.458008
	Iteration 0F: 3 clusters Score -4606868 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4615343.000000 Penalty: 5176.458008
	Iteration 1F: 3 clusters Score -4615343 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4615850.500000 Penalty: 5176.458008
	Iteration 2Q: 3 clusters Score -4615850 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4616460.000000 Penalty: 5176.458008
	Iteration 3Q: 3 clusters Score -4616460 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4617261.000000 Penalty: 5176.458008
	Iteration 4Q: 3 clusters Score -4617261 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4618496.000000 Penalty: 5176.458008
	Iteration 5F: 3 clusters Score -4618496 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4620384.500000 Penalty: 5176.458008
	Iteration 6F: 3 clusters Score -4620384 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4622845.000000 Penalty: 5176.458008
	Iteration 7F: 3 clusters Score -4622845 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4625167.500000 Penalty: 5176.458008
	Iteration 8F: 3 clusters Score -4625168 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4626678.500000 Penalty: 5176.458008
	Iteration 9Q: 3 clusters Score -4626678 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4627416.000000 Penalty: 5176.458008
	Iteration 10Q: 3 clusters Score -4627416 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4627665.000000 Penalty: 5176.458008
	Iteration 11Q: 3 clusters Score -4627665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4627782.500000 Penalty: 5176.458008
	Iteration 12Q: 3 clusters Score -4627782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4627825.500000 Penalty: 5176.458008
	Iteration 13Q: 3 clusters Score -4627826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4627858.500000 Penalty: 5176.458008
	Iteration 14Q: 3 clusters Score -4627858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4627867.000000 Penalty: 5176.458008
	Iteration 15Q: 3 clusters Score -4627867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4627875.000000 Penalty: 5176.458008
	Iteration 16Q: 3 clusters Score -4627875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4627875.500000 Penalty: 5176.458008
	Iteration 17Q: 3 clusters Score -4627876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4627878.500000 Penalty: 5176.458008
	Iteration 18Q: 3 clusters Score -4627878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4627881.000000 Penalty: 5176.458008
	Iteration 19Q: 3 clusters Score -4627881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4627887.500000 Penalty: 5176.458008
	Iteration 20F: 3 clusters Score -4627888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4627900.000000 Penalty: 5176.458008
	Iteration 21Q: 3 clusters Score -4627900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4627904.000000 Penalty: 5176.458008
	Iteration 22Q: 3 clusters Score -4627904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4627904.500000 Penalty: 5176.458008
	Iteration 23Q: 3 clusters Score -4627904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4627910.000000 Penalty: 5176.458008
	Iteration 24Q: 3 clusters Score -4627910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4627914.500000 Penalty: 5176.458008
	Iteration 25Q: 3 clusters Score -4627914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4627913.500000 Penalty: 5176.458008
	Iteration 26Q: 3 clusters Score -4627914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4627913.500000 Penalty: 5176.458008
	Iteration 27Q: 3 clusters Score -4627914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4627913.500000 Penalty: 5176.458008
	Iteration 28F: 3 clusters Score -4627914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144260 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146617 members 
Mstep: Class 5 contains 103576 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141769 members 
Mstep: Class 10 contains 63905 members 
Mstep: Class 11 contains 135338 members 
Mstep: Class 12 contains 65949 members 
Mstep: Class 13 contains 176729 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18779 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 156560 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 159439 members 
Mstep: Class 23 contains 34078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365120.000000 Penalty: 73593.648438
Iteration 159Q: 22 clusters Score -1.803651e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146666 members 
Mstep: Class 5 contains 103589 members 
Mstep: Class 6 contains 9080 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141875 members 
Mstep: Class 10 contains 63864 members 
Mstep: Class 11 contains 135296 members 
Mstep: Class 12 contains 65987 members 
Mstep: Class 13 contains 176777 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18781 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 156800 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 159035 members 
Mstep: Class 23 contains 34104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365312.000000 Penalty: 73593.648438
Iteration 160F: 22 clusters Score -1.803653e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146719 members 
Mstep: Class 5 contains 103616 members 
Mstep: Class 6 contains 9080 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 141983 members 
Mstep: Class 10 contains 63824 members 
Mstep: Class 11 contains 135280 members 
Mstep: Class 12 contains 66023 members 
Mstep: Class 13 contains 176844 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18790 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157017 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 158623 members 
Mstep: Class 23 contains 34140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364880.000000 Penalty: 73593.648438
Iteration 161Q: 22 clusters Score -1.803649e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146777 members 
Mstep: Class 5 contains 103648 members 
Mstep: Class 6 contains 9091 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 142102 members 
Mstep: Class 10 contains 63794 members 
Mstep: Class 11 contains 135289 members 
Mstep: Class 12 contains 66070 members 
Mstep: Class 13 contains 176879 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18801 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157180 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 158196 members 
Mstep: Class 23 contains 34167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365264.000000 Penalty: 73593.648438
Iteration 162Q: 22 clusters Score -1.803653e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 144004 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146849 members 
Mstep: Class 5 contains 103675 members 
Mstep: Class 6 contains 9091 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 142215 members 
Mstep: Class 10 contains 63758 members 
Mstep: Class 11 contains 135285 members 
Mstep: Class 12 contains 66111 members 
Mstep: Class 13 contains 176931 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18801 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157307 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 157857 members 
Mstep: Class 23 contains 34183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365568.000000 Penalty: 73593.648438
Iteration 163Q: 22 clusters Score -1.803656e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143947 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146879 members 
Mstep: Class 5 contains 103692 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 142323 members 
Mstep: Class 10 contains 63708 members 
Mstep: Class 11 contains 135318 members 
Mstep: Class 12 contains 66149 members 
Mstep: Class 13 contains 176966 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18807 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157411 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 157580 members 
Mstep: Class 23 contains 34204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365632.000000 Penalty: 73593.648438
Iteration 164Q: 22 clusters Score -1.803656e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143885 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146899 members 
Mstep: Class 5 contains 103710 members 
Mstep: Class 6 contains 9071 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 142422 members 
Mstep: Class 10 contains 63651 members 
Mstep: Class 11 contains 135365 members 
Mstep: Class 12 contains 66182 members 
Mstep: Class 13 contains 177016 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18808 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157511 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 157318 members 
Mstep: Class 23 contains 34229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365648.000000 Penalty: 73593.648438
Iteration 165Q: 22 clusters Score -1.803656e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146929 members 
Mstep: Class 5 contains 103743 members 
Mstep: Class 6 contains 9067 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 142513 members 
Mstep: Class 10 contains 63600 members 
Mstep: Class 11 contains 135379 members 
Mstep: Class 12 contains 66213 members 
Mstep: Class 13 contains 177044 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18806 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157595 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 157123 members 
Mstep: Class 23 contains 34248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365696.000000 Penalty: 73593.648438
Iteration 166Q: 22 clusters Score -1.803657e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146949 members 
Mstep: Class 5 contains 103776 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 142600 members 
Mstep: Class 10 contains 63566 members 
Mstep: Class 11 contains 135397 members 
Mstep: Class 12 contains 66233 members 
Mstep: Class 13 contains 177056 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18803 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157663 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 157009 members 
Mstep: Class 23 contains 34253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365872.000000 Penalty: 73593.648438
Iteration 167Q: 22 clusters Score -1.803659e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146963 members 
Mstep: Class 5 contains 103796 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 142705 members 
Mstep: Class 10 contains 63534 members 
Mstep: Class 11 contains 135426 members 
Mstep: Class 12 contains 66253 members 
Mstep: Class 13 contains 177043 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18799 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157756 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156861 members 
Mstep: Class 23 contains 34271 members 
Entering Unmasked Estep 
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Score: -180366032.000000 Penalty: 73593.648438
Iteration 168Q: 22 clusters Score -1.80366e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146960 members 
Mstep: Class 5 contains 103810 members 
Mstep: Class 6 contains 9037 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 142773 members 
Mstep: Class 10 contains 63499 members 
Mstep: Class 11 contains 135446 members 
Mstep: Class 12 contains 66272 members 
Mstep: Class 13 contains 177038 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18799 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157818 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156792 members 
Mstep: Class 23 contains 34282 members 
Entering Unmasked Estep 
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Score: -180366208.000000 Penalty: 73593.648438
Iteration 169Q: 22 clusters Score -1.803662e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143451 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146969 members 
Mstep: Class 5 contains 103835 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 142843 members 
Mstep: Class 10 contains 63466 members 
Mstep: Class 11 contains 135464 members 
Mstep: Class 12 contains 66287 members 
Mstep: Class 13 contains 177035 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18796 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157864 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156748 members 
Mstep: Class 23 contains 34288 members 
Entering Unmasked Estep 
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Iteration 170Q: 22 clusters Score -1.803664e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 146988 members 
Mstep: Class 5 contains 103862 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 142893 members 
Mstep: Class 10 contains 63427 members 
Mstep: Class 11 contains 135483 members 
Mstep: Class 12 contains 66293 members 
Mstep: Class 13 contains 177047 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18794 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157928 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156696 members 
Mstep: Class 23 contains 34302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 171Q: 22 clusters Score -1.803664e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147017 members 
Mstep: Class 5 contains 103886 members 
Mstep: Class 6 contains 9005 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 142932 members 
Mstep: Class 10 contains 63393 members 
Mstep: Class 11 contains 135500 members 
Mstep: Class 12 contains 66302 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18793 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157950 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156658 members 
Mstep: Class 23 contains 34313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366640.000000 Penalty: 73593.648438
Iteration 172Q: 22 clusters Score -1.803666e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147035 members 
Mstep: Class 5 contains 103897 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 142981 members 
Mstep: Class 10 contains 63365 members 
Mstep: Class 11 contains 135516 members 
Mstep: Class 12 contains 66322 members 
Mstep: Class 13 contains 177088 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18792 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157968 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156616 members 
Mstep: Class 23 contains 34330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366752.000000 Penalty: 73593.648438
Iteration 173Q: 22 clusters Score -1.803668e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147057 members 
Mstep: Class 5 contains 103920 members 
Mstep: Class 6 contains 8981 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143012 members 
Mstep: Class 10 contains 63331 members 
Mstep: Class 11 contains 135552 members 
Mstep: Class 12 contains 66344 members 
Mstep: Class 13 contains 177092 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18797 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157981 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156591 members 
Mstep: Class 23 contains 34338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366544.000000 Penalty: 73593.648438
Iteration 174Q: 22 clusters Score -1.803665e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147093 members 
Mstep: Class 5 contains 103930 members 
Mstep: Class 6 contains 8975 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143050 members 
Mstep: Class 10 contains 63309 members 
Mstep: Class 11 contains 135599 members 
Mstep: Class 12 contains 66364 members 
Mstep: Class 13 contains 177090 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18796 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157973 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156575 members 
Mstep: Class 23 contains 34355 members 
Entering Unmasked Estep 
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Score: -180366272.000000 Penalty: 73593.648438
Iteration 175Q: 22 clusters Score -1.803663e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147130 members 
Mstep: Class 5 contains 103933 members 
Mstep: Class 6 contains 8970 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143081 members 
Mstep: Class 10 contains 63286 members 
Mstep: Class 11 contains 135662 members 
Mstep: Class 12 contains 66389 members 
Mstep: Class 13 contains 177067 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18798 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157975 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156563 members 
Mstep: Class 23 contains 34370 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -1.803663e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147154 members 
Mstep: Class 5 contains 103942 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143118 members 
Mstep: Class 10 contains 63259 members 
Mstep: Class 11 contains 135724 members 
Mstep: Class 12 contains 66409 members 
Mstep: Class 13 contains 177062 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18801 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157985 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156544 members 
Mstep: Class 23 contains 34386 members 
Entering Unmasked Estep 
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Score: -180366336.000000 Penalty: 73593.648438
Iteration 177Q: 22 clusters Score -1.803663e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147185 members 
Mstep: Class 5 contains 103949 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143160 members 
Mstep: Class 10 contains 63228 members 
Mstep: Class 11 contains 135764 members 
Mstep: Class 12 contains 66448 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18802 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157973 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156527 members 
Mstep: Class 23 contains 34405 members 
Entering Unmasked Estep 
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Score: -180366400.000000 Penalty: 73593.648438
Iteration 178Q: 22 clusters Score -1.803664e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147222 members 
Mstep: Class 5 contains 103964 members 
Mstep: Class 6 contains 8966 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143174 members 
Mstep: Class 10 contains 63209 members 
Mstep: Class 11 contains 135798 members 
Mstep: Class 12 contains 66479 members 
Mstep: Class 13 contains 177070 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18804 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157976 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156509 members 
Mstep: Class 23 contains 34420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366688.000000 Penalty: 73593.648438
Iteration 179Q: 22 clusters Score -1.803667e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147259 members 
Mstep: Class 5 contains 103979 members 
Mstep: Class 6 contains 8979 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143195 members 
Mstep: Class 10 contains 63185 members 
Mstep: Class 11 contains 135831 members 
Mstep: Class 12 contains 66512 members 
Mstep: Class 13 contains 177069 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18809 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157964 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156492 members 
Mstep: Class 23 contains 34430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366640.000000 Penalty: 73593.648438
Iteration 180F: 22 clusters Score -1.803666e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147300 members 
Mstep: Class 5 contains 103989 members 
Mstep: Class 6 contains 8983 members 
Mstep: Class 7 contains 3914 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143217 members 
Mstep: Class 10 contains 63162 members 
Mstep: Class 11 contains 135842 members 
Mstep: Class 12 contains 66541 members 
Mstep: Class 13 contains 177059 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18810 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157966 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156483 members 
Mstep: Class 23 contains 34440 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -1.803669e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147348 members 
Mstep: Class 5 contains 104003 members 
Mstep: Class 6 contains 8992 members 
Mstep: Class 7 contains 3914 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143250 members 
Mstep: Class 10 contains 63150 members 
Mstep: Class 11 contains 135853 members 
Mstep: Class 12 contains 66559 members 
Mstep: Class 13 contains 177041 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157942 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156469 members 
Mstep: Class 23 contains 34458 members 
Entering Unmasked Estep 
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Score: -180366960.000000 Penalty: 73593.648438
Iteration 182Q: 22 clusters Score -1.80367e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147386 members 
Mstep: Class 5 contains 104017 members 
Mstep: Class 6 contains 8996 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 143265 members 
Mstep: Class 10 contains 63138 members 
Mstep: Class 11 contains 135848 members 
Mstep: Class 12 contains 66572 members 
Mstep: Class 13 contains 177044 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157933 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156449 members 
Mstep: Class 23 contains 34480 members 
Entering Unmasked Estep 
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Score: -180366928.000000 Penalty: 73593.648438
Iteration 183Q: 22 clusters Score -1.803669e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147430 members 
Mstep: Class 5 contains 104024 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143290 members 
Mstep: Class 10 contains 63118 members 
Mstep: Class 11 contains 135850 members 
Mstep: Class 12 contains 66584 members 
Mstep: Class 13 contains 177037 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18820 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157953 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 156439 members 
Mstep: Class 23 contains 34487 members 
Entering Unmasked Estep 
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Iteration 184Q: 22 clusters Score -1.803667e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147494 members 
Mstep: Class 5 contains 104035 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143332 members 
Mstep: Class 10 contains 63113 members 
Mstep: Class 11 contains 135874 members 
Mstep: Class 12 contains 66588 members 
Mstep: Class 13 contains 177035 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18823 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157931 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156418 members 
Mstep: Class 23 contains 34493 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -1.803667e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147518 members 
Mstep: Class 5 contains 104046 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143354 members 
Mstep: Class 10 contains 63107 members 
Mstep: Class 11 contains 135889 members 
Mstep: Class 12 contains 66604 members 
Mstep: Class 13 contains 177038 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157939 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156405 members 
Mstep: Class 23 contains 34505 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -1.803668e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147578 members 
Mstep: Class 5 contains 104042 members 
Mstep: Class 6 contains 9027 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143399 members 
Mstep: Class 10 contains 63106 members 
Mstep: Class 11 contains 135880 members 
Mstep: Class 12 contains 66605 members 
Mstep: Class 13 contains 177049 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 157936 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156373 members 
Mstep: Class 23 contains 34511 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -1.803669e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147603 members 
Mstep: Class 5 contains 104059 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143433 members 
Mstep: Class 10 contains 63108 members 
Mstep: Class 11 contains 135881 members 
Mstep: Class 12 contains 66616 members 
Mstep: Class 13 contains 177035 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 157947 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156360 members 
Mstep: Class 23 contains 34520 members 
Entering Unmasked Estep 
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Iteration 188Q: 22 clusters Score -1.80367e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141537 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147655 members 
Mstep: Class 5 contains 104071 members 
Mstep: Class 6 contains 9035 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143450 members 
Mstep: Class 10 contains 63104 members 
Mstep: Class 11 contains 135876 members 
Mstep: Class 12 contains 66633 members 
Mstep: Class 13 contains 177044 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 157981 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 156333 members 
Mstep: Class 23 contains 34524 members 
Entering Unmasked Estep 
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Iteration 189Q: 22 clusters Score -1.803666e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147692 members 
Mstep: Class 5 contains 104077 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143464 members 
Mstep: Class 10 contains 63106 members 
Mstep: Class 11 contains 135861 members 
Mstep: Class 12 contains 66651 members 
Mstep: Class 13 contains 177055 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158023 members 
Mstep: Class 21 contains 4626 members 
Mstep: Class 22 contains 156307 members 
Mstep: Class 23 contains 34535 members 
Entering Unmasked Estep 
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Iteration 190Q: 22 clusters Score -1.803668e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141322 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147742 members 
Mstep: Class 5 contains 104089 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 3920 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143476 members 
Mstep: Class 10 contains 63102 members 
Mstep: Class 11 contains 135844 members 
Mstep: Class 12 contains 66666 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158043 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156287 members 
Mstep: Class 23 contains 34548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366896.000000 Penalty: 73593.648438
Iteration 191Q: 22 clusters Score -1.803669e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147800 members 
Mstep: Class 5 contains 104084 members 
Mstep: Class 6 contains 9060 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143499 members 
Mstep: Class 10 contains 63100 members 
Mstep: Class 11 contains 135859 members 
Mstep: Class 12 contains 66691 members 
Mstep: Class 13 contains 177068 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158050 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156270 members 
Mstep: Class 23 contains 34567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366848.000000 Penalty: 73593.648438
Iteration 192Q: 22 clusters Score -1.803668e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147842 members 
Mstep: Class 5 contains 104094 members 
Mstep: Class 6 contains 9059 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143526 members 
Mstep: Class 10 contains 63092 members 
Mstep: Class 11 contains 135891 members 
Mstep: Class 12 contains 66712 members 
Mstep: Class 13 contains 177059 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158048 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156267 members 
Mstep: Class 23 contains 34577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367056.000000 Penalty: 73593.648438
Iteration 193Q: 22 clusters Score -1.803671e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147899 members 
Mstep: Class 5 contains 104100 members 
Mstep: Class 6 contains 9060 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143549 members 
Mstep: Class 10 contains 63083 members 
Mstep: Class 11 contains 135912 members 
Mstep: Class 12 contains 66728 members 
Mstep: Class 13 contains 177052 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158059 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156241 members 
Mstep: Class 23 contains 34590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367280.000000 Penalty: 73593.648438
Iteration 194Q: 22 clusters Score -1.803673e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147953 members 
Mstep: Class 5 contains 104111 members 
Mstep: Class 6 contains 9051 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143565 members 
Mstep: Class 10 contains 63076 members 
Mstep: Class 11 contains 135921 members 
Mstep: Class 12 contains 66751 members 
Mstep: Class 13 contains 177059 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158074 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156209 members 
Mstep: Class 23 contains 34598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367216.000000 Penalty: 73593.648438
Iteration 195Q: 22 clusters Score -1.803672e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140769 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 147986 members 
Mstep: Class 5 contains 104128 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143591 members 
Mstep: Class 10 contains 63078 members 
Mstep: Class 11 contains 135923 members 
Mstep: Class 12 contains 66769 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158090 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156166 members 
Mstep: Class 23 contains 34608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 73593.648438
Iteration 196Q: 22 clusters Score -1.803674e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148038 members 
Mstep: Class 5 contains 104134 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143607 members 
Mstep: Class 10 contains 63079 members 
Mstep: Class 11 contains 135939 members 
Mstep: Class 12 contains 66796 members 
Mstep: Class 13 contains 177083 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158094 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156125 members 
Mstep: Class 23 contains 34614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 73593.648438
Iteration 197Q: 22 clusters Score -1.803674e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148093 members 
Mstep: Class 5 contains 104136 members 
Mstep: Class 6 contains 9061 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143611 members 
Mstep: Class 10 contains 63071 members 
Mstep: Class 11 contains 135935 members 
Mstep: Class 12 contains 66819 members 
Mstep: Class 13 contains 177082 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18820 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158113 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156125 members 
Mstep: Class 23 contains 34633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367552.000000 Penalty: 73593.648438
Iteration 198Q: 22 clusters Score -1.803676e+08 nChanged 604
Entering ConstructFrom: 
Score: -180367552.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (140465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Entering Unmasked Estep 
Score: -18909816.000000 Penalty: 2939.472900
	Iteration 0F: 2 clusters Score -1.890982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -18815828.000000 Penalty: 5878.945801
	Iteration 0F: 3 clusters Score -1.881583e+07 nChanged 67168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -18854872.000000 Penalty: 5878.945801
	Iteration 1F: 3 clusters Score -1.885487e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -18855918.000000 Penalty: 5878.945801
	Iteration 2Q: 3 clusters Score -1.885592e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -18856964.000000 Penalty: 5878.945801
	Iteration 3Q: 3 clusters Score -1.885696e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -18858062.000000 Penalty: 5878.945801
	Iteration 4Q: 3 clusters Score -1.885806e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -18859592.000000 Penalty: 5878.945801
	Iteration 5Q: 3 clusters Score -1.885959e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -18861554.000000 Penalty: 5878.945801
	Iteration 6Q: 3 clusters Score -1.886155e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -18864290.000000 Penalty: 5878.945801
	Iteration 7Q: 3 clusters Score -1.886429e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -18867878.000000 Penalty: 5878.945801
	Iteration 8Q: 3 clusters Score -1.886788e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -18872526.000000 Penalty: 5878.945801
	Iteration 9F: 3 clusters Score -1.887253e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -18877624.000000 Penalty: 5878.945801
	Iteration 10F: 3 clusters Score -1.887762e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -18882830.000000 Penalty: 5878.945801
	Iteration 11F: 3 clusters Score -1.888283e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -18886112.000000 Penalty: 5878.945801
	Iteration 12Q: 3 clusters Score -1.888611e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -18887470.000000 Penalty: 5878.945801
	Iteration 13Q: 3 clusters Score -1.888747e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -18888144.000000 Penalty: 5878.945801
	Iteration 14Q: 3 clusters Score -1.888814e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -18888428.000000 Penalty: 5878.945801
	Iteration 15Q: 3 clusters Score -1.888843e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -18888716.000000 Penalty: 5878.945801
	Iteration 16Q: 3 clusters Score -1.888872e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -18888882.000000 Penalty: 5878.945801
	Iteration 17Q: 3 clusters Score -1.888888e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -18889172.000000 Penalty: 5878.945801
	Iteration 18Q: 3 clusters Score -1.888917e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -18889466.000000 Penalty: 5878.945801
	Iteration 19Q: 3 clusters Score -1.888947e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -18889866.000000 Penalty: 5878.945801
	Iteration 20F: 3 clusters Score -1.888987e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -18890076.000000 Penalty: 5878.945801
	Iteration 21Q: 3 clusters Score -1.889008e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -18890454.000000 Penalty: 5878.945801
	Iteration 22Q: 3 clusters Score -1.889045e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -18890712.000000 Penalty: 5878.945801
	Iteration 23Q: 3 clusters Score -1.889071e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -18891064.000000 Penalty: 5878.945801
	Iteration 24Q: 3 clusters Score -1.889106e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -18891422.000000 Penalty: 5878.945801
	Iteration 25Q: 3 clusters Score -1.889142e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -18891828.000000 Penalty: 5878.945801
	Iteration 26Q: 3 clusters Score -1.889183e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -18892370.000000 Penalty: 5878.945801
	Iteration 27Q: 3 clusters Score -1.889237e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -18893008.000000 Penalty: 5878.945801
	Iteration 28Q: 3 clusters Score -1.889301e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -18893634.000000 Penalty: 5878.945801
	Iteration 29Q: 3 clusters Score -1.889363e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -18894306.000000 Penalty: 5878.945801
	Iteration 30Q: 3 clusters Score -1.889431e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -18895092.000000 Penalty: 5878.945801
	Iteration 31Q: 3 clusters Score -1.889509e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -18895868.000000 Penalty: 5878.945801
	Iteration 32Q: 3 clusters Score -1.889587e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -18896900.000000 Penalty: 5878.945801
	Iteration 33Q: 3 clusters Score -1.88969e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -18898014.000000 Penalty: 5878.945801
	Iteration 34Q: 3 clusters Score -1.889801e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -18899024.000000 Penalty: 5878.945801
	Iteration 35Q: 3 clusters Score -1.889902e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -18900174.000000 Penalty: 5878.945801
	Iteration 36Q: 3 clusters Score -1.890017e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -18901262.000000 Penalty: 5878.945801
	Iteration 37Q: 3 clusters Score -1.890126e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -18902320.000000 Penalty: 5878.945801
	Iteration 38Q: 3 clusters Score -1.890232e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -18903220.000000 Penalty: 5878.945801
	Iteration 39Q: 3 clusters Score -1.890322e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -18904092.000000 Penalty: 5878.945801
	Iteration 40F: 3 clusters Score -1.890409e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -18904820.000000 Penalty: 5878.945801
	Iteration 41Q: 3 clusters Score -1.890482e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -18905460.000000 Penalty: 5878.945801
	Iteration 42Q: 3 clusters Score -1.890546e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -18905832.000000 Penalty: 5878.945801
	Iteration 43Q: 3 clusters Score -1.890583e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -18906146.000000 Penalty: 5878.945801
	Iteration 44Q: 3 clusters Score -1.890615e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138332 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -18906438.000000 Penalty: 5878.945801
	Iteration 45Q: 3 clusters Score -1.890644e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -18906642.000000 Penalty: 5878.945801
	Iteration 46Q: 3 clusters Score -1.890664e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138924 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -18906788.000000 Penalty: 5878.945801
	Iteration 47Q: 3 clusters Score -1.890679e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -18906858.000000 Penalty: 5878.945801
	Iteration 48Q: 3 clusters Score -1.890686e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -18906942.000000 Penalty: 5878.945801
	Iteration 49Q: 3 clusters Score -1.890694e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18906962.000000 Penalty: 5878.945801
	Iteration 50Q: 3 clusters Score -1.890696e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18906998.000000 Penalty: 5878.945801
	Iteration 51Q: 3 clusters Score -1.8907e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139432 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18907034.000000 Penalty: 5878.945801
	Iteration 52Q: 3 clusters Score -1.890703e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18907060.000000 Penalty: 5878.945801
	Iteration 53Q: 3 clusters Score -1.890706e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139522 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18907094.000000 Penalty: 5878.945801
	Iteration 54Q: 3 clusters Score -1.890709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -18907120.000000 Penalty: 5878.945801
	Iteration 55Q: 3 clusters Score -1.890712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18907120.000000 Penalty: 5878.945801
	Iteration 56Q: 3 clusters Score -1.890712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139606 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -18907142.000000 Penalty: 5878.945801
	Iteration 57Q: 3 clusters Score -1.890714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18907164.000000 Penalty: 5878.945801
	Iteration 58Q: 3 clusters Score -1.890716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18907180.000000 Penalty: 5878.945801
	Iteration 59Q: 3 clusters Score -1.890718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18907192.000000 Penalty: 5878.945801
	Iteration 60F: 3 clusters Score -1.890719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -18907210.000000 Penalty: 5878.945801
	Iteration 61Q: 3 clusters Score -1.890721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18907214.000000 Penalty: 5878.945801
	Iteration 62Q: 3 clusters Score -1.890721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18907198.000000 Penalty: 5878.945801
	Iteration 63Q: 3 clusters Score -1.89072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139690 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -18907188.000000 Penalty: 5878.945801
	Iteration 64Q: 3 clusters Score -1.890719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18907204.000000 Penalty: 5878.945801
	Iteration 65Q: 3 clusters Score -1.89072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18907212.000000 Penalty: 5878.945801
	Iteration 66Q: 3 clusters Score -1.890721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18907214.000000 Penalty: 5878.945801
	Iteration 67Q: 3 clusters Score -1.890721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -18907220.000000 Penalty: 5878.945801
	Iteration 68Q: 3 clusters Score -1.890722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18907228.000000 Penalty: 5878.945801
	Iteration 69Q: 3 clusters Score -1.890723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139746 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18907248.000000 Penalty: 5878.945801
	Iteration 70Q: 3 clusters Score -1.890725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139759 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18907254.000000 Penalty: 5878.945801
	Iteration 71Q: 3 clusters Score -1.890725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18907264.000000 Penalty: 5878.945801
	Iteration 72Q: 3 clusters Score -1.890726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18907264.000000 Penalty: 5878.945801
	Iteration 73Q: 3 clusters Score -1.890726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18907270.000000 Penalty: 5878.945801
	Iteration 74Q: 3 clusters Score -1.890727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18907266.000000 Penalty: 5878.945801
	Iteration 75Q: 3 clusters Score -1.890727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18907270.000000 Penalty: 5878.945801
	Iteration 76Q: 3 clusters Score -1.890727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18907278.000000 Penalty: 5878.945801
	Iteration 77Q: 3 clusters Score -1.890728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18907270.000000 Penalty: 5878.945801
	Iteration 78Q: 3 clusters Score -1.890727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18907286.000000 Penalty: 5878.945801
	Iteration 79Q: 3 clusters Score -1.890729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18907288.000000 Penalty: 5878.945801
	Iteration 80F: 3 clusters Score -1.890729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18907290.000000 Penalty: 5878.945801
	Iteration 81Q: 3 clusters Score -1.890729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18907290.000000 Penalty: 5878.945801
	Iteration 82F: 3 clusters Score -1.890729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131987.359375 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131987.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132603.437500 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132603.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133140.921875 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -133140.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133815.875000 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -133815.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -134208.468750 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -134208.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134382.140625 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -134382.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134497.421875 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -134497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134565.718750 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -134565.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134641.937500 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -134641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134797.296875 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -134797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134919.312500 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -134919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134935.500000 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -134935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134937.500000 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -134937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134944.078125 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134951.078125 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134951.078125 Penalty: 3473.971191
	Iteration 15F: 3 clusters Score -134951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148124 members 
Mstep: Class 5 contains 104140 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143624 members 
Mstep: Class 10 contains 63065 members 
Mstep: Class 11 contains 135928 members 
Mstep: Class 12 contains 66838 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158140 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156129 members 
Mstep: Class 23 contains 34652 members 
Entering Unmasked Estep 
Score: -180366656.000000 Penalty: 77098.109375
Splitting cluster 2 changes total score from -180367552.000000 to -180366656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104490.398438 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104490.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105319.351562 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -105319.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106472.375000 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106472.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106764.421875 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -106764.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106956.539062 Penalty: 3391.317139
	Iteration 4F: 3 clusters Score -106956.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -107115.781250 Penalty: 3391.317139
	Iteration 5F: 3 clusters Score -107115.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107240.609375 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -107240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -107276.164062 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -107276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -107295.601562 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -107298.554688 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -107303.656250 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -107303.656250 Penalty: 3391.317139
	Iteration 11F: 3 clusters Score -107303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 148124 members 
Mstep: Class 5 contains 104140 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143624 members 
Mstep: Class 10 contains 63065 members 
Mstep: Class 11 contains 135928 members 
Mstep: Class 12 contains 66838 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 169 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158140 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156129 members 
Mstep: Class 23 contains 34652 members 
Entering Unmasked Estep 
Score: -180366768.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180367552.000000 to -180366768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (148124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148124 members 
Entering Unmasked Estep 
Score: -20011496.000000 Penalty: 2952.639648
	Iteration 0F: 2 clusters Score -2.00115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -19912908.000000 Penalty: 5905.279297
	Iteration 0F: 3 clusters Score -1.991291e+07 nChanged 70759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -19954048.000000 Penalty: 5905.279297
	Iteration 1F: 3 clusters Score -1.995405e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -19955560.000000 Penalty: 5905.279297
	Iteration 2Q: 3 clusters Score -1.995556e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -19957606.000000 Penalty: 5905.279297
	Iteration 3Q: 3 clusters Score -1.995761e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -19961814.000000 Penalty: 5905.279297
	Iteration 4F: 3 clusters Score -1.996181e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -19968930.000000 Penalty: 5905.279297
	Iteration 5F: 3 clusters Score -1.996893e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -19980286.000000 Penalty: 5905.279297
	Iteration 6F: 3 clusters Score -1.998029e+07 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -19993042.000000 Penalty: 5905.279297
	Iteration 7F: 3 clusters Score -1.999304e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -20002520.000000 Penalty: 5905.279297
	Iteration 8F: 3 clusters Score -2.000252e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20006958.000000 Penalty: 5905.279297
	Iteration 9Q: 3 clusters Score -2.000696e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20008184.000000 Penalty: 5905.279297
	Iteration 10Q: 3 clusters Score -2.000818e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20008596.000000 Penalty: 5905.279297
	Iteration 11Q: 3 clusters Score -2.00086e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20008720.000000 Penalty: 5905.279297
	Iteration 12Q: 3 clusters Score -2.000872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20008798.000000 Penalty: 5905.279297
	Iteration 13Q: 3 clusters Score -2.00088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20008826.000000 Penalty: 5905.279297
	Iteration 14Q: 3 clusters Score -2.000883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20008834.000000 Penalty: 5905.279297
	Iteration 15Q: 3 clusters Score -2.000883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147936 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20008850.000000 Penalty: 5905.279297
	Iteration 16Q: 3 clusters Score -2.000885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20008844.000000 Penalty: 5905.279297
	Iteration 17Q: 3 clusters Score -2.000884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20008850.000000 Penalty: 5905.279297
	Iteration 18Q: 3 clusters Score -2.000885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20008856.000000 Penalty: 5905.279297
	Iteration 19Q: 3 clusters Score -2.000886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20008856.000000 Penalty: 5905.279297
	Iteration 20F: 3 clusters Score -2.000886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Entering Unmasked Estep 
Score: -14071675.000000 Penalty: 2865.265869
	Iteration 0F: 2 clusters Score -1.407168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -14001773.000000 Penalty: 5730.531738
	Iteration 0F: 3 clusters Score -1.400177e+07 nChanged 49549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -14030002.000000 Penalty: 5730.531738
	Iteration 1F: 3 clusters Score -1.403e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -14030663.000000 Penalty: 5730.531738
	Iteration 2Q: 3 clusters Score -1.403066e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -14031219.000000 Penalty: 5730.531738
	Iteration 3Q: 3 clusters Score -1.403122e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -14032094.000000 Penalty: 5730.531738
	Iteration 4Q: 3 clusters Score -1.403209e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -14033208.000000 Penalty: 5730.531738
	Iteration 5Q: 3 clusters Score -1.403321e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -14034976.000000 Penalty: 5730.531738
	Iteration 6Q: 3 clusters Score -1.403498e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -14037563.000000 Penalty: 5730.531738
	Iteration 7F: 3 clusters Score -1.403756e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -14041598.000000 Penalty: 5730.531738
	Iteration 8F: 3 clusters Score -1.40416e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -14047600.000000 Penalty: 5730.531738
	Iteration 9F: 3 clusters Score -1.40476e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -14054570.000000 Penalty: 5730.531738
	Iteration 10F: 3 clusters Score -1.405457e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -14061148.000000 Penalty: 5730.531738
	Iteration 11F: 3 clusters Score -1.406115e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -14065507.000000 Penalty: 5730.531738
	Iteration 12Q: 3 clusters Score -1.406551e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 102459 members 
Entering Unmasked Estep 
Score: -14067646.000000 Penalty: 5730.531738
	Iteration 13Q: 3 clusters Score -1.406765e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -14068486.000000 Penalty: 5730.531738
	Iteration 14Q: 3 clusters Score -1.406849e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -14068773.000000 Penalty: 5730.531738
	Iteration 15Q: 3 clusters Score -1.406877e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -14068919.000000 Penalty: 5730.531738
	Iteration 16Q: 3 clusters Score -1.406892e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -14068995.000000 Penalty: 5730.531738
	Iteration 17Q: 3 clusters Score -1.4069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -14069052.000000 Penalty: 5730.531738
	Iteration 18Q: 3 clusters Score -1.406905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -14069077.000000 Penalty: 5730.531738
	Iteration 19Q: 3 clusters Score -1.406908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -14069113.000000 Penalty: 5730.531738
	Iteration 20F: 3 clusters Score -1.406911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -14069124.000000 Penalty: 5730.531738
	Iteration 21Q: 3 clusters Score -1.406912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -14069130.000000 Penalty: 5730.531738
	Iteration 22Q: 3 clusters Score -1.406913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -14069132.000000 Penalty: 5730.531738
	Iteration 23Q: 3 clusters Score -1.406913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103849 members 
Entering Unmasked Estep 
Score: -14069144.000000 Penalty: 5730.531738
	Iteration 24Q: 3 clusters Score -1.406914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -14069149.000000 Penalty: 5730.531738
	Iteration 25Q: 3 clusters Score -1.406915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -14069150.000000 Penalty: 5730.531738
	Iteration 26Q: 3 clusters Score -1.406915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -14069146.000000 Penalty: 5730.531738
	Iteration 27Q: 3 clusters Score -1.406915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -14069158.000000 Penalty: 5730.531738
	Iteration 28Q: 3 clusters Score -1.406916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -14069164.000000 Penalty: 5730.531738
	Iteration 29Q: 3 clusters Score -1.406916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -14069168.000000 Penalty: 5730.531738
	Iteration 30Q: 3 clusters Score -1.406917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -14069172.000000 Penalty: 5730.531738
	Iteration 31Q: 3 clusters Score -1.406917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -14069170.000000 Penalty: 5730.531738
	Iteration 32Q: 3 clusters Score -1.406917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -14069172.000000 Penalty: 5730.531738
	Iteration 33Q: 3 clusters Score -1.406917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -14069172.000000 Penalty: 5730.531738
	Iteration 34F: 3 clusters Score -1.406917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Entering Unmasked Estep 
Score: -1266550.250000 Penalty: 2259.792480
	Iteration 0F: 2 clusters Score -1266550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1259434.500000 Penalty: 4519.584961
	Iteration 0F: 3 clusters Score -1259434 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1261492.125000 Penalty: 4519.584961
	Iteration 1F: 3 clusters Score -1261492 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1261721.375000 Penalty: 4519.584961
	Iteration 2F: 3 clusters Score -1261721 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1261863.750000 Penalty: 4519.584961
	Iteration 3Q: 3 clusters Score -1261864 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1261989.875000 Penalty: 4519.584961
	Iteration 4Q: 3 clusters Score -1261990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1262092.750000 Penalty: 4519.584961
	Iteration 5Q: 3 clusters Score -1262093 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1262181.875000 Penalty: 4519.584961
	Iteration 6Q: 3 clusters Score -1262182 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1262267.500000 Penalty: 4519.584961
	Iteration 7Q: 3 clusters Score -1262268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1262366.250000 Penalty: 4519.584961
	Iteration 8Q: 3 clusters Score -1262366 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1262460.500000 Penalty: 4519.584961
	Iteration 9Q: 3 clusters Score -1262460 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1262604.375000 Penalty: 4519.584961
	Iteration 10Q: 3 clusters Score -1262604 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1262777.000000 Penalty: 4519.584961
	Iteration 11Q: 3 clusters Score -1262777 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1262925.375000 Penalty: 4519.584961
	Iteration 12Q: 3 clusters Score -1262925 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1263100.000000 Penalty: 4519.584961
	Iteration 13Q: 3 clusters Score -1263100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1263325.875000 Penalty: 4519.584961
	Iteration 14Q: 3 clusters Score -1263326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1263557.375000 Penalty: 4519.584961
	Iteration 15Q: 3 clusters Score -1263557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1263804.625000 Penalty: 4519.584961
	Iteration 16Q: 3 clusters Score -1263805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1264025.000000 Penalty: 4519.584961
	Iteration 17Q: 3 clusters Score -1264025 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1264186.875000 Penalty: 4519.584961
	Iteration 18Q: 3 clusters Score -1264187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1264314.000000 Penalty: 4519.584961
	Iteration 19Q: 3 clusters Score -1264314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1264406.500000 Penalty: 4519.584961
	Iteration 20F: 3 clusters Score -1264406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1264469.250000 Penalty: 4519.584961
	Iteration 21Q: 3 clusters Score -1264469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1264507.125000 Penalty: 4519.584961
	Iteration 22Q: 3 clusters Score -1264507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1264527.250000 Penalty: 4519.584961
	Iteration 23Q: 3 clusters Score -1264527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1264542.625000 Penalty: 4519.584961
	Iteration 24Q: 3 clusters Score -1264543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1264560.375000 Penalty: 4519.584961
	Iteration 25Q: 3 clusters Score -1264560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1264577.625000 Penalty: 4519.584961
	Iteration 26Q: 3 clusters Score -1264578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1264590.000000 Penalty: 4519.584961
	Iteration 27Q: 3 clusters Score -1264590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1264597.875000 Penalty: 4519.584961
	Iteration 28Q: 3 clusters Score -1264598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1264603.750000 Penalty: 4519.584961
	Iteration 29Q: 3 clusters Score -1264604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1264608.250000 Penalty: 4519.584961
	Iteration 30Q: 3 clusters Score -1264608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1264608.250000 Penalty: 4519.584961
	Iteration 31F: 3 clusters Score -1264608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -491589.562500 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -491589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -487723.656250 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -487723.7 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -488556.781250 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -488556.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -488788.062500 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -488788.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -488932.875000 Penalty: 4104.965332
	Iteration 3F: 3 clusters Score -488932.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -489024.156250 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -489024.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -489082.093750 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -489082.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -489130.156250 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -489130.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -489168.375000 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -489168.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -489196.500000 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -489196.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -489212.343750 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -489212.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -489225.687500 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -489225.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -489238.781250 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -489238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -489247.468750 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -489247.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -489255.656250 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -489255.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -489261.531250 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -489261.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -489265.593750 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -489265.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489270.875000 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -489270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -489273.937500 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -489273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -489279.093750 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -489279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -489285.875000 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -489285.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -489292.218750 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -489292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -489292.906250 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -489292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -489296.781250 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -489296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -489300.750000 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -489300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -489306.406250 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -489306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -489317.031250 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -489317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -489321.718750 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -489321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -489325.000000 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -489325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -489328.375000 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -489328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -489331.343750 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -489331.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -489337.093750 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -489337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -489340.218750 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -489340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -489342.812500 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -489342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -489346.625000 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -489346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -489347.531250 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -489347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -489348.906250 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -489348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -489351.000000 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -489351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -489352.031250 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -489352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -489352.875000 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -489352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -489354.656250 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -489354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -489355.468750 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -489355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -489358.375000 Penalty: 4104.965332
	Iteration 41Q: 3 clusters Score -489358.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -489359.812500 Penalty: 4104.965332
	Iteration 42Q: 3 clusters Score -489359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -489363.406250 Penalty: 4104.965332
	Iteration 43Q: 3 clusters Score -489363.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -489367.343750 Penalty: 4104.965332
	Iteration 44Q: 3 clusters Score -489367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -489370.625000 Penalty: 4104.965332
	Iteration 45Q: 3 clusters Score -489370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -489376.218750 Penalty: 4104.965332
	Iteration 46Q: 3 clusters Score -489376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -489383.593750 Penalty: 4104.965332
	Iteration 47Q: 3 clusters Score -489383.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -489390.531250 Penalty: 4104.965332
	Iteration 48Q: 3 clusters Score -489390.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -489395.750000 Penalty: 4104.965332
	Iteration 49Q: 3 clusters Score -489395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -489398.281250 Penalty: 4104.965332
	Iteration 50Q: 3 clusters Score -489398.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -489400.281250 Penalty: 4104.965332
	Iteration 51Q: 3 clusters Score -489400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -489403.156250 Penalty: 4104.965332
	Iteration 52Q: 3 clusters Score -489403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -489407.125000 Penalty: 4104.965332
	Iteration 53Q: 3 clusters Score -489407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -489410.687500 Penalty: 4104.965332
	Iteration 54Q: 3 clusters Score -489410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -489412.531250 Penalty: 4104.965332
	Iteration 55Q: 3 clusters Score -489412.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -489416.937500 Penalty: 4104.965332
	Iteration 56Q: 3 clusters Score -489416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -489421.312500 Penalty: 4104.965332
	Iteration 57Q: 3 clusters Score -489421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -489425.093750 Penalty: 4104.965332
	Iteration 58Q: 3 clusters Score -489425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -489426.218750 Penalty: 4104.965332
	Iteration 59Q: 3 clusters Score -489426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -489428.687500 Penalty: 4104.965332
	Iteration 60F: 3 clusters Score -489428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -489432.062500 Penalty: 4104.965332
	Iteration 61Q: 3 clusters Score -489432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -489436.687500 Penalty: 4104.965332
	Iteration 62Q: 3 clusters Score -489436.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -489440.593750 Penalty: 4104.965332
	Iteration 63Q: 3 clusters Score -489440.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -489444.468750 Penalty: 4104.965332
	Iteration 64Q: 3 clusters Score -489444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -489449.250000 Penalty: 4104.965332
	Iteration 65Q: 3 clusters Score -489449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -489450.937500 Penalty: 4104.965332
	Iteration 66Q: 3 clusters Score -489450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -489452.250000 Penalty: 4104.965332
	Iteration 67Q: 3 clusters Score -489452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -489454.250000 Penalty: 4104.965332
	Iteration 68Q: 3 clusters Score -489454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -489456.531250 Penalty: 4104.965332
	Iteration 69Q: 3 clusters Score -489456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -489457.343750 Penalty: 4104.965332
	Iteration 70Q: 3 clusters Score -489457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -489458.843750 Penalty: 4104.965332
	Iteration 71Q: 3 clusters Score -489458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -489461.500000 Penalty: 4104.965332
	Iteration 72Q: 3 clusters Score -489461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -489462.000000 Penalty: 4104.965332
	Iteration 73Q: 3 clusters Score -489462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -489462.812500 Penalty: 4104.965332
	Iteration 74Q: 3 clusters Score -489462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -489462.593750 Penalty: 4104.965332
	Iteration 75Q: 3 clusters Score -489462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -489463.500000 Penalty: 4104.965332
	Iteration 76Q: 3 clusters Score -489463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -489463.687500 Penalty: 4104.965332
	Iteration 77Q: 3 clusters Score -489463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -489463.687500 Penalty: 4104.965332
	Iteration 78F: 3 clusters Score -489463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -340397.281250 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -340397.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -337423.375000 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -337423.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -338017.812500 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -338017.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338215.593750 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -338215.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -338330.750000 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -338330.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -338409.187500 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -338409.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -338471.687500 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -338471.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -338534.875000 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -338534.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -338588.312500 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -338588.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -338620.468750 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -338620.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -338643.093750 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -338643.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -338663.187500 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -338663.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -338684.187500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -338684.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -338708.187500 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -338708.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338730.125000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -338730.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -338750.093750 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -338750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -338762.437500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -338762.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -338771.968750 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -338772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -338784.593750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -338784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -338795.593750 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -338795.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -338804.375000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -338804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -338811.500000 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -338811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -338817.437500 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -338817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -338823.000000 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -338823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -338829.156250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -338829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -338835.031250 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -338835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -338839.031250 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -338839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -338842.406250 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -338842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -338843.062500 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -338843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -338843.625000 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -338843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -338844.875000 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -338844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -338844.687500 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -338844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -338845.187500 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -338845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -338847.250000 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -338847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -338847.250000 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -338847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -338848.062500 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -338848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -338848.437500 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -338848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -338848.812500 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -338848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -338849.937500 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -338849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -338849.937500 Penalty: 3891.714844
	Iteration 38F: 3 clusters Score -338849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143624 members 
Entering Unmasked Estep 
Score: -19229528.000000 Penalty: 2944.988770
	Iteration 0F: 2 clusters Score -1.922953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -19134232.000000 Penalty: 5889.977539
	Iteration 0F: 3 clusters Score -1.913423e+07 nChanged 68810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -19174348.000000 Penalty: 5889.977539
	Iteration 1F: 3 clusters Score -1.917435e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -19176138.000000 Penalty: 5889.977539
	Iteration 2Q: 3 clusters Score -1.917614e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -19179538.000000 Penalty: 5889.977539
	Iteration 3F: 3 clusters Score -1.917954e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -19185686.000000 Penalty: 5889.977539
	Iteration 4F: 3 clusters Score -1.918569e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -19195274.000000 Penalty: 5889.977539
	Iteration 5F: 3 clusters Score -1.919527e+07 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113883 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -19206584.000000 Penalty: 5889.977539
	Iteration 6F: 3 clusters Score -1.920658e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -19216656.000000 Penalty: 5889.977539
	Iteration 7F: 3 clusters Score -1.921666e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -19222400.000000 Penalty: 5889.977539
	Iteration 8Q: 3 clusters Score -1.92224e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128136 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -19224298.000000 Penalty: 5889.977539
	Iteration 9Q: 3 clusters Score -1.92243e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129478 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -19225026.000000 Penalty: 5889.977539
	Iteration 10Q: 3 clusters Score -1.922503e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -19225510.000000 Penalty: 5889.977539
	Iteration 11Q: 3 clusters Score -1.922551e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -19225898.000000 Penalty: 5889.977539
	Iteration 12Q: 3 clusters Score -1.92259e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -19226234.000000 Penalty: 5889.977539
	Iteration 13Q: 3 clusters Score -1.922623e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133173 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -19226450.000000 Penalty: 5889.977539
	Iteration 14Q: 3 clusters Score -1.922645e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -19226674.000000 Penalty: 5889.977539
	Iteration 15Q: 3 clusters Score -1.922667e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -19226850.000000 Penalty: 5889.977539
	Iteration 16Q: 3 clusters Score -1.922685e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -19226984.000000 Penalty: 5889.977539
	Iteration 17Q: 3 clusters Score -1.922698e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135338 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -19227088.000000 Penalty: 5889.977539
	Iteration 18Q: 3 clusters Score -1.922709e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -19227214.000000 Penalty: 5889.977539
	Iteration 19Q: 3 clusters Score -1.922721e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -19227262.000000 Penalty: 5889.977539
	Iteration 20F: 3 clusters Score -1.922726e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -19227332.000000 Penalty: 5889.977539
	Iteration 21Q: 3 clusters Score -1.922733e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -19227364.000000 Penalty: 5889.977539
	Iteration 22Q: 3 clusters Score -1.922736e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -19227448.000000 Penalty: 5889.977539
	Iteration 23Q: 3 clusters Score -1.922745e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137097 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -19227446.000000 Penalty: 5889.977539
	Iteration 24Q: 3 clusters Score -1.922745e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137296 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -19227494.000000 Penalty: 5889.977539
	Iteration 25Q: 3 clusters Score -1.922749e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -19227496.000000 Penalty: 5889.977539
	Iteration 26Q: 3 clusters Score -1.92275e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -19227518.000000 Penalty: 5889.977539
	Iteration 27Q: 3 clusters Score -1.922752e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -19227514.000000 Penalty: 5889.977539
	Iteration 28Q: 3 clusters Score -1.922751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137906 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -19227550.000000 Penalty: 5889.977539
	Iteration 29Q: 3 clusters Score -1.922755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138034 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -19227570.000000 Penalty: 5889.977539
	Iteration 30Q: 3 clusters Score -1.922757e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -19227592.000000 Penalty: 5889.977539
	Iteration 31Q: 3 clusters Score -1.922759e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -19227624.000000 Penalty: 5889.977539
	Iteration 32Q: 3 clusters Score -1.922762e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -19227626.000000 Penalty: 5889.977539
	Iteration 33Q: 3 clusters Score -1.922763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138421 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -19227646.000000 Penalty: 5889.977539
	Iteration 34Q: 3 clusters Score -1.922765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -19227658.000000 Penalty: 5889.977539
	Iteration 35Q: 3 clusters Score -1.922766e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -19227656.000000 Penalty: 5889.977539
	Iteration 36Q: 3 clusters Score -1.922766e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -19227670.000000 Penalty: 5889.977539
	Iteration 37Q: 3 clusters Score -1.922767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -19227694.000000 Penalty: 5889.977539
	Iteration 38Q: 3 clusters Score -1.922769e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -19227708.000000 Penalty: 5889.977539
	Iteration 39Q: 3 clusters Score -1.922771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -19227686.000000 Penalty: 5889.977539
	Iteration 40F: 3 clusters Score -1.922769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138813 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -19227682.000000 Penalty: 5889.977539
	Iteration 41Q: 3 clusters Score -1.922768e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138858 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -19227674.000000 Penalty: 5889.977539
	Iteration 42Q: 3 clusters Score -1.922767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -19227674.000000 Penalty: 5889.977539
	Iteration 43Q: 3 clusters Score -1.922767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138935 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -19227678.000000 Penalty: 5889.977539
	Iteration 44Q: 3 clusters Score -1.922768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19227694.000000 Penalty: 5889.977539
	Iteration 45Q: 3 clusters Score -1.922769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -19227684.000000 Penalty: 5889.977539
	Iteration 46Q: 3 clusters Score -1.922768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -19227688.000000 Penalty: 5889.977539
	Iteration 47Q: 3 clusters Score -1.922769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -19227700.000000 Penalty: 5889.977539
	Iteration 48Q: 3 clusters Score -1.92277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -19227692.000000 Penalty: 5889.977539
	Iteration 49Q: 3 clusters Score -1.922769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139076 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19227698.000000 Penalty: 5889.977539
	Iteration 50Q: 3 clusters Score -1.92277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -19227714.000000 Penalty: 5889.977539
	Iteration 51Q: 3 clusters Score -1.922771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -19227700.000000 Penalty: 5889.977539
	Iteration 52Q: 3 clusters Score -1.92277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -19227702.000000 Penalty: 5889.977539
	Iteration 53Q: 3 clusters Score -1.92277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -19227728.000000 Penalty: 5889.977539
	Iteration 54Q: 3 clusters Score -1.922773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -19227728.000000 Penalty: 5889.977539
	Iteration 55Q: 3 clusters Score -1.922773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -19227740.000000 Penalty: 5889.977539
	Iteration 56Q: 3 clusters Score -1.922774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -19227756.000000 Penalty: 5889.977539
	Iteration 57Q: 3 clusters Score -1.922776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -19227740.000000 Penalty: 5889.977539
	Iteration 58Q: 3 clusters Score -1.922774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139171 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -19227732.000000 Penalty: 5889.977539
	Iteration 59Q: 3 clusters Score -1.922773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -19227742.000000 Penalty: 5889.977539
	Iteration 60F: 3 clusters Score -1.922774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139187 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -19227730.000000 Penalty: 5889.977539
	Iteration 61Q: 3 clusters Score -1.922773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -19227734.000000 Penalty: 5889.977539
	Iteration 62Q: 3 clusters Score -1.922773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -19227726.000000 Penalty: 5889.977539
	Iteration 63Q: 3 clusters Score -1.922773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19227718.000000 Penalty: 5889.977539
	Iteration 64Q: 3 clusters Score -1.922772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -19227704.000000 Penalty: 5889.977539
	Iteration 65Q: 3 clusters Score -1.92277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139231 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -19227724.000000 Penalty: 5889.977539
	Iteration 66Q: 3 clusters Score -1.922772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139238 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -19227718.000000 Penalty: 5889.977539
	Iteration 67Q: 3 clusters Score -1.922772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 68Q: 3 clusters Score -1.922772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139247 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -19227724.000000 Penalty: 5889.977539
	Iteration 69Q: 3 clusters Score -1.922772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 70Q: 3 clusters Score -1.922772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19227710.000000 Penalty: 5889.977539
	Iteration 71Q: 3 clusters Score -1.922771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 72Q: 3 clusters Score -1.922772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -19227722.000000 Penalty: 5889.977539
	Iteration 73Q: 3 clusters Score -1.922772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -19227726.000000 Penalty: 5889.977539
	Iteration 74Q: 3 clusters Score -1.922773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -19227742.000000 Penalty: 5889.977539
	Iteration 75Q: 3 clusters Score -1.922774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -19227726.000000 Penalty: 5889.977539
	Iteration 76Q: 3 clusters Score -1.922773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -19227726.000000 Penalty: 5889.977539
	Iteration 77Q: 3 clusters Score -1.922773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -19227736.000000 Penalty: 5889.977539
	Iteration 78Q: 3 clusters Score -1.922774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19227738.000000 Penalty: 5889.977539
	Iteration 79Q: 3 clusters Score -1.922774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -19227734.000000 Penalty: 5889.977539
	Iteration 80F: 3 clusters Score -1.922773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -19227734.000000 Penalty: 5889.977539
	Iteration 81Q: 3 clusters Score -1.922773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -19227732.000000 Penalty: 5889.977539
	Iteration 82Q: 3 clusters Score -1.922773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -19227720.000000 Penalty: 5889.977539
	Iteration 83Q: 3 clusters Score -1.922772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -19227728.000000 Penalty: 5889.977539
	Iteration 84Q: 3 clusters Score -1.922773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139422 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 85Q: 3 clusters Score -1.922772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 86Q: 3 clusters Score -1.922772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139434 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -19227724.000000 Penalty: 5889.977539
	Iteration 87Q: 3 clusters Score -1.922772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -19227710.000000 Penalty: 5889.977539
	Iteration 88Q: 3 clusters Score -1.922771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139442 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -19227708.000000 Penalty: 5889.977539
	Iteration 89Q: 3 clusters Score -1.922771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19227720.000000 Penalty: 5889.977539
	Iteration 90Q: 3 clusters Score -1.922772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139452 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -19227742.000000 Penalty: 5889.977539
	Iteration 91Q: 3 clusters Score -1.922774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139457 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19227734.000000 Penalty: 5889.977539
	Iteration 92Q: 3 clusters Score -1.922773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -19227726.000000 Penalty: 5889.977539
	Iteration 93Q: 3 clusters Score -1.922773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139463 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -19227722.000000 Penalty: 5889.977539
	Iteration 94Q: 3 clusters Score -1.922772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139465 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -19227710.000000 Penalty: 5889.977539
	Iteration 95Q: 3 clusters Score -1.922771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 96Q: 3 clusters Score -1.922772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19227716.000000 Penalty: 5889.977539
	Iteration 97F: 3 clusters Score -1.922772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Entering Unmasked Estep 
Score: -8212768.500000 Penalty: 2740.876465
	Iteration 0F: 2 clusters Score -8212768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8170330.000000 Penalty: 5481.752930
	Iteration 0F: 3 clusters Score -8170330 nChanged 29314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -8186787.000000 Penalty: 5481.752930
	Iteration 1F: 3 clusters Score -8186787 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -8187331.000000 Penalty: 5481.752930
	Iteration 2Q: 3 clusters Score -8187331 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -8187899.500000 Penalty: 5481.752930
	Iteration 3Q: 3 clusters Score -8187900 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8188439.500000 Penalty: 5481.752930
	Iteration 4Q: 3 clusters Score -8188440 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8189189.500000 Penalty: 5481.752930
	Iteration 5Q: 3 clusters Score -8189190 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -8190038.500000 Penalty: 5481.752930
	Iteration 6Q: 3 clusters Score -8190038 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -8191270.500000 Penalty: 5481.752930
	Iteration 7Q: 3 clusters Score -8191270 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -8193110.500000 Penalty: 5481.752930
	Iteration 8F: 3 clusters Score -8193110 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8195313.000000 Penalty: 5481.752930
	Iteration 9F: 3 clusters Score -8195313 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8197594.000000 Penalty: 5481.752930
	Iteration 10F: 3 clusters Score -8197594 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -8199806.500000 Penalty: 5481.752930
	Iteration 11F: 3 clusters Score -8199806 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -8201843.500000 Penalty: 5481.752930
	Iteration 12Q: 3 clusters Score -8201844 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -8203792.000000 Penalty: 5481.752930
	Iteration 13Q: 3 clusters Score -8203792 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -8205952.000000 Penalty: 5481.752930
	Iteration 14Q: 3 clusters Score -8205952 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -8208184.500000 Penalty: 5481.752930
	Iteration 15Q: 3 clusters Score -8208184 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -8209575.000000 Penalty: 5481.752930
	Iteration 16Q: 3 clusters Score -8209575 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -8210138.000000 Penalty: 5481.752930
	Iteration 17Q: 3 clusters Score -8210138 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -8210346.000000 Penalty: 5481.752930
	Iteration 18Q: 3 clusters Score -8210346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -8210433.500000 Penalty: 5481.752930
	Iteration 19Q: 3 clusters Score -8210434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8210500.000000 Penalty: 5481.752930
	Iteration 20F: 3 clusters Score -8210500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -8210523.000000 Penalty: 5481.752930
	Iteration 21Q: 3 clusters Score -8210523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -8210554.500000 Penalty: 5481.752930
	Iteration 22Q: 3 clusters Score -8210554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8210567.500000 Penalty: 5481.752930
	Iteration 23Q: 3 clusters Score -8210568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8210574.000000 Penalty: 5481.752930
	Iteration 24Q: 3 clusters Score -8210574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8210585.000000 Penalty: 5481.752930
	Iteration 25Q: 3 clusters Score -8210585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -8210587.000000 Penalty: 5481.752930
	Iteration 26Q: 3 clusters Score -8210587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8210585.500000 Penalty: 5481.752930
	Iteration 27Q: 3 clusters Score -8210586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8210588.000000 Penalty: 5481.752930
	Iteration 28Q: 3 clusters Score -8210588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8210589.500000 Penalty: 5481.752930
	Iteration 29Q: 3 clusters Score -8210590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -8210585.500000 Penalty: 5481.752930
	Iteration 30Q: 3 clusters Score -8210586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8210588.000000 Penalty: 5481.752930
	Iteration 31Q: 3 clusters Score -8210588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8210586.500000 Penalty: 5481.752930
	Iteration 32Q: 3 clusters Score -8210586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8210586.500000 Penalty: 5481.752930
	Iteration 33F: 3 clusters Score -8210586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Entering Unmasked Estep 
Score: -18222902.000000 Penalty: 2931.330322
	Iteration 0F: 2 clusters Score -1.82229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -18132112.000000 Penalty: 5862.660645
	Iteration 0F: 3 clusters Score -1.813211e+07 nChanged 64648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -18169320.000000 Penalty: 5862.660645
	Iteration 1F: 3 clusters Score -1.816932e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -18170602.000000 Penalty: 5862.660645
	Iteration 2Q: 3 clusters Score -1.81706e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -18172666.000000 Penalty: 5862.660645
	Iteration 3Q: 3 clusters Score -1.817267e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -18175900.000000 Penalty: 5862.660645
	Iteration 4Q: 3 clusters Score -1.81759e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -18180374.000000 Penalty: 5862.660645
	Iteration 5F: 3 clusters Score -1.818037e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -18186724.000000 Penalty: 5862.660645
	Iteration 6F: 3 clusters Score -1.818672e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -18195544.000000 Penalty: 5862.660645
	Iteration 7F: 3 clusters Score -1.819554e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -18203778.000000 Penalty: 5862.660645
	Iteration 8F: 3 clusters Score -1.820378e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -18208026.000000 Penalty: 5862.660645
	Iteration 9F: 3 clusters Score -1.820803e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -18209894.000000 Penalty: 5862.660645
	Iteration 10Q: 3 clusters Score -1.820989e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -18211240.000000 Penalty: 5862.660645
	Iteration 11Q: 3 clusters Score -1.821124e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -18212492.000000 Penalty: 5862.660645
	Iteration 12Q: 3 clusters Score -1.821249e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -18213584.000000 Penalty: 5862.660645
	Iteration 13Q: 3 clusters Score -1.821358e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -18214354.000000 Penalty: 5862.660645
	Iteration 14Q: 3 clusters Score -1.821435e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -18214932.000000 Penalty: 5862.660645
	Iteration 15Q: 3 clusters Score -1.821493e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -18215418.000000 Penalty: 5862.660645
	Iteration 16Q: 3 clusters Score -1.821542e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -18215876.000000 Penalty: 5862.660645
	Iteration 17Q: 3 clusters Score -1.821588e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -18216240.000000 Penalty: 5862.660645
	Iteration 18Q: 3 clusters Score -1.821624e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -18216758.000000 Penalty: 5862.660645
	Iteration 19Q: 3 clusters Score -1.821676e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -18217088.000000 Penalty: 5862.660645
	Iteration 20F: 3 clusters Score -1.821709e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -18217430.000000 Penalty: 5862.660645
	Iteration 21Q: 3 clusters Score -1.821743e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -18217846.000000 Penalty: 5862.660645
	Iteration 22Q: 3 clusters Score -1.821785e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -18218122.000000 Penalty: 5862.660645
	Iteration 23Q: 3 clusters Score -1.821812e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -18218504.000000 Penalty: 5862.660645
	Iteration 24Q: 3 clusters Score -1.82185e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -18218802.000000 Penalty: 5862.660645
	Iteration 25Q: 3 clusters Score -1.82188e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -18219156.000000 Penalty: 5862.660645
	Iteration 26Q: 3 clusters Score -1.821916e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -18219394.000000 Penalty: 5862.660645
	Iteration 27Q: 3 clusters Score -1.821939e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -18219668.000000 Penalty: 5862.660645
	Iteration 28Q: 3 clusters Score -1.821967e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -18219958.000000 Penalty: 5862.660645
	Iteration 29Q: 3 clusters Score -1.821996e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121585 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -18220220.000000 Penalty: 5862.660645
	Iteration 30Q: 3 clusters Score -1.822022e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -18220304.000000 Penalty: 5862.660645
	Iteration 31Q: 3 clusters Score -1.82203e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -18220460.000000 Penalty: 5862.660645
	Iteration 32Q: 3 clusters Score -1.822046e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -18220616.000000 Penalty: 5862.660645
	Iteration 33Q: 3 clusters Score -1.822062e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -18220778.000000 Penalty: 5862.660645
	Iteration 34Q: 3 clusters Score -1.822078e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -18220912.000000 Penalty: 5862.660645
	Iteration 35Q: 3 clusters Score -1.822091e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -18221016.000000 Penalty: 5862.660645
	Iteration 36Q: 3 clusters Score -1.822102e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -18221154.000000 Penalty: 5862.660645
	Iteration 37Q: 3 clusters Score -1.822115e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -18221232.000000 Penalty: 5862.660645
	Iteration 38Q: 3 clusters Score -1.822123e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -18221394.000000 Penalty: 5862.660645
	Iteration 39Q: 3 clusters Score -1.822139e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -18221398.000000 Penalty: 5862.660645
	Iteration 40F: 3 clusters Score -1.82214e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -18221428.000000 Penalty: 5862.660645
	Iteration 41Q: 3 clusters Score -1.822143e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127974 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -18221458.000000 Penalty: 5862.660645
	Iteration 42Q: 3 clusters Score -1.822146e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128296 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -18221536.000000 Penalty: 5862.660645
	Iteration 43Q: 3 clusters Score -1.822154e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -18221580.000000 Penalty: 5862.660645
	Iteration 44Q: 3 clusters Score -1.822158e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -18221606.000000 Penalty: 5862.660645
	Iteration 45Q: 3 clusters Score -1.822161e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -18221678.000000 Penalty: 5862.660645
	Iteration 46Q: 3 clusters Score -1.822168e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -18221692.000000 Penalty: 5862.660645
	Iteration 47Q: 3 clusters Score -1.822169e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -18221684.000000 Penalty: 5862.660645
	Iteration 48Q: 3 clusters Score -1.822168e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -18221678.000000 Penalty: 5862.660645
	Iteration 49Q: 3 clusters Score -1.822168e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -18221732.000000 Penalty: 5862.660645
	Iteration 50Q: 3 clusters Score -1.822173e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130025 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -18221754.000000 Penalty: 5862.660645
	Iteration 51Q: 3 clusters Score -1.822175e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -18221794.000000 Penalty: 5862.660645
	Iteration 52Q: 3 clusters Score -1.822179e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130335 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -18221796.000000 Penalty: 5862.660645
	Iteration 53Q: 3 clusters Score -1.82218e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -18221798.000000 Penalty: 5862.660645
	Iteration 54Q: 3 clusters Score -1.82218e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -18221808.000000 Penalty: 5862.660645
	Iteration 55Q: 3 clusters Score -1.822181e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -18221842.000000 Penalty: 5862.660645
	Iteration 56Q: 3 clusters Score -1.822184e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -18221846.000000 Penalty: 5862.660645
	Iteration 57Q: 3 clusters Score -1.822185e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -18221868.000000 Penalty: 5862.660645
	Iteration 58Q: 3 clusters Score -1.822187e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18221870.000000 Penalty: 5862.660645
	Iteration 59Q: 3 clusters Score -1.822187e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -18221858.000000 Penalty: 5862.660645
	Iteration 60F: 3 clusters Score -1.822186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131032 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -18221862.000000 Penalty: 5862.660645
	Iteration 61Q: 3 clusters Score -1.822186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131080 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -18221864.000000 Penalty: 5862.660645
	Iteration 62Q: 3 clusters Score -1.822186e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -18221894.000000 Penalty: 5862.660645
	Iteration 63Q: 3 clusters Score -1.822189e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -18221902.000000 Penalty: 5862.660645
	Iteration 64Q: 3 clusters Score -1.82219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -18221876.000000 Penalty: 5862.660645
	Iteration 65Q: 3 clusters Score -1.822188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -18221874.000000 Penalty: 5862.660645
	Iteration 66Q: 3 clusters Score -1.822187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -18221872.000000 Penalty: 5862.660645
	Iteration 67Q: 3 clusters Score -1.822187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -18221856.000000 Penalty: 5862.660645
	Iteration 68Q: 3 clusters Score -1.822186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131369 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -18221838.000000 Penalty: 5862.660645
	Iteration 69Q: 3 clusters Score -1.822184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131394 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -18221836.000000 Penalty: 5862.660645
	Iteration 70Q: 3 clusters Score -1.822184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -18221838.000000 Penalty: 5862.660645
	Iteration 71Q: 3 clusters Score -1.822184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -18221830.000000 Penalty: 5862.660645
	Iteration 72Q: 3 clusters Score -1.822183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131475 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -18221814.000000 Penalty: 5862.660645
	Iteration 73Q: 3 clusters Score -1.822181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131496 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -18221816.000000 Penalty: 5862.660645
	Iteration 74Q: 3 clusters Score -1.822182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -18221820.000000 Penalty: 5862.660645
	Iteration 75Q: 3 clusters Score -1.822182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131530 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -18221820.000000 Penalty: 5862.660645
	Iteration 76Q: 3 clusters Score -1.822182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -18221842.000000 Penalty: 5862.660645
	Iteration 77Q: 3 clusters Score -1.822184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -18221850.000000 Penalty: 5862.660645
	Iteration 78Q: 3 clusters Score -1.822185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18221844.000000 Penalty: 5862.660645
	Iteration 79Q: 3 clusters Score -1.822184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -18221844.000000 Penalty: 5862.660645
	Iteration 80F: 3 clusters Score -1.822184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -18221868.000000 Penalty: 5862.660645
	Iteration 81Q: 3 clusters Score -1.822187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -18221866.000000 Penalty: 5862.660645
	Iteration 82Q: 3 clusters Score -1.822187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -18221858.000000 Penalty: 5862.660645
	Iteration 83Q: 3 clusters Score -1.822186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131585 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -18221864.000000 Penalty: 5862.660645
	Iteration 84Q: 3 clusters Score -1.822186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131590 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -18221856.000000 Penalty: 5862.660645
	Iteration 85Q: 3 clusters Score -1.822186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -18221860.000000 Penalty: 5862.660645
	Iteration 86Q: 3 clusters Score -1.822186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131597 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -18221842.000000 Penalty: 5862.660645
	Iteration 87Q: 3 clusters Score -1.822184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -18221846.000000 Penalty: 5862.660645
	Iteration 88Q: 3 clusters Score -1.822185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131599 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -18221846.000000 Penalty: 5862.660645
	Iteration 89F: 3 clusters Score -1.822185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Entering Unmasked Estep 
Score: -9098196.000000 Penalty: 2755.286865
	Iteration 0F: 2 clusters Score -9098196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -9053399.000000 Penalty: 5510.573730
	Iteration 0F: 3 clusters Score -9053399 nChanged 31382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9070856.000000 Penalty: 5510.573730
	Iteration 1F: 3 clusters Score -9070856 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -9071330.000000 Penalty: 5510.573730
	Iteration 2Q: 3 clusters Score -9071330 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -9071717.000000 Penalty: 5510.573730
	Iteration 3Q: 3 clusters Score -9071717 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -9072129.000000 Penalty: 5510.573730
	Iteration 4Q: 3 clusters Score -9072129 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -9072497.000000 Penalty: 5510.573730
	Iteration 5Q: 3 clusters Score -9072497 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9073002.000000 Penalty: 5510.573730
	Iteration 6Q: 3 clusters Score -9073002 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -9073674.000000 Penalty: 5510.573730
	Iteration 7Q: 3 clusters Score -9073674 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -9074811.000000 Penalty: 5510.573730
	Iteration 8Q: 3 clusters Score -9074811 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -9076782.000000 Penalty: 5510.573730
	Iteration 9F: 3 clusters Score -9076782 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9079954.000000 Penalty: 5510.573730
	Iteration 10F: 3 clusters Score -9079954 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -9084399.000000 Penalty: 5510.573730
	Iteration 11F: 3 clusters Score -9084399 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -9088902.000000 Penalty: 5510.573730
	Iteration 12F: 3 clusters Score -9088902 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -9092242.000000 Penalty: 5510.573730
	Iteration 13F: 3 clusters Score -9092242 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -9094039.000000 Penalty: 5510.573730
	Iteration 14Q: 3 clusters Score -9094039 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -9094936.000000 Penalty: 5510.573730
	Iteration 15Q: 3 clusters Score -9094936 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -9095338.000000 Penalty: 5510.573730
	Iteration 16Q: 3 clusters Score -9095338 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9095534.000000 Penalty: 5510.573730
	Iteration 17Q: 3 clusters Score -9095534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -9095643.000000 Penalty: 5510.573730
	Iteration 18Q: 3 clusters Score -9095643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -9095708.000000 Penalty: 5510.573730
	Iteration 19Q: 3 clusters Score -9095708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -9095742.000000 Penalty: 5510.573730
	Iteration 20F: 3 clusters Score -9095742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -9095766.000000 Penalty: 5510.573730
	Iteration 21Q: 3 clusters Score -9095766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -9095781.000000 Penalty: 5510.573730
	Iteration 22Q: 3 clusters Score -9095781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -9095823.000000 Penalty: 5510.573730
	Iteration 23Q: 3 clusters Score -9095823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -9095844.000000 Penalty: 5510.573730
	Iteration 24Q: 3 clusters Score -9095844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -9095865.000000 Penalty: 5510.573730
	Iteration 25Q: 3 clusters Score -9095865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -9095869.000000 Penalty: 5510.573730
	Iteration 26Q: 3 clusters Score -9095869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -9095873.000000 Penalty: 5510.573730
	Iteration 27Q: 3 clusters Score -9095873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9095881.000000 Penalty: 5510.573730
	Iteration 28Q: 3 clusters Score -9095881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9095884.000000 Penalty: 5510.573730
	Iteration 29Q: 3 clusters Score -9095884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -9095890.000000 Penalty: 5510.573730
	Iteration 30Q: 3 clusters Score -9095890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -9095886.000000 Penalty: 5510.573730
	Iteration 31Q: 3 clusters Score -9095886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -9095892.000000 Penalty: 5510.573730
	Iteration 32Q: 3 clusters Score -9095892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -9095892.000000 Penalty: 5510.573730
	Iteration 33Q: 3 clusters Score -9095892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -9095891.000000 Penalty: 5510.573730
	Iteration 34Q: 3 clusters Score -9095891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -9095891.000000 Penalty: 5510.573730
	Iteration 35F: 3 clusters Score -9095891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Entering Unmasked Estep 
Score: -23911840.000000 Penalty: 2996.916260
	Iteration 0F: 2 clusters Score -2.391184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -23803600.000000 Penalty: 5993.832520
	Iteration 0F: 3 clusters Score -2.38036e+07 nChanged 85120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -23853008.000000 Penalty: 5993.832520
	Iteration 1F: 3 clusters Score -2.385301e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -23854420.000000 Penalty: 5993.832520
	Iteration 2Q: 3 clusters Score -2.385442e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -23856770.000000 Penalty: 5993.832520
	Iteration 3Q: 3 clusters Score -2.385677e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -23860720.000000 Penalty: 5993.832520
	Iteration 4Q: 3 clusters Score -2.386072e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -23868092.000000 Penalty: 5993.832520
	Iteration 5F: 3 clusters Score -2.386809e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -23879500.000000 Penalty: 5993.832520
	Iteration 6F: 3 clusters Score -2.38795e+07 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -23891858.000000 Penalty: 5993.832520
	Iteration 7F: 3 clusters Score -2.389186e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150415 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -23901940.000000 Penalty: 5993.832520
	Iteration 8F: 3 clusters Score -2.390194e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -23907726.000000 Penalty: 5993.832520
	Iteration 9Q: 3 clusters Score -2.390773e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -23910122.000000 Penalty: 5993.832520
	Iteration 10Q: 3 clusters Score -2.391012e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162789 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -23910958.000000 Penalty: 5993.832520
	Iteration 11Q: 3 clusters Score -2.391096e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164629 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -23911264.000000 Penalty: 5993.832520
	Iteration 12Q: 3 clusters Score -2.391126e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166119 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -23911302.000000 Penalty: 5993.832520
	Iteration 13Q: 3 clusters Score -2.39113e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -23911166.000000 Penalty: 5993.832520
	Iteration 14Q: 3 clusters Score -2.391117e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -23911134.000000 Penalty: 5993.832520
	Iteration 15Q: 3 clusters Score -2.391113e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -23911012.000000 Penalty: 5993.832520
	Iteration 16Q: 3 clusters Score -2.391101e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -23910986.000000 Penalty: 5993.832520
	Iteration 17Q: 3 clusters Score -2.391099e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171074 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -23910888.000000 Penalty: 5993.832520
	Iteration 18Q: 3 clusters Score -2.391089e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -23910804.000000 Penalty: 5993.832520
	Iteration 19Q: 3 clusters Score -2.39108e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -23910796.000000 Penalty: 5993.832520
	Iteration 20F: 3 clusters Score -2.39108e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172753 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -23910772.000000 Penalty: 5993.832520
	Iteration 21Q: 3 clusters Score -2.391077e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173188 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -23910838.000000 Penalty: 5993.832520
	Iteration 22Q: 3 clusters Score -2.391084e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -23910786.000000 Penalty: 5993.832520
	Iteration 23Q: 3 clusters Score -2.391079e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -23910794.000000 Penalty: 5993.832520
	Iteration 24Q: 3 clusters Score -2.391079e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174184 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -23910804.000000 Penalty: 5993.832520
	Iteration 25Q: 3 clusters Score -2.39108e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -23910784.000000 Penalty: 5993.832520
	Iteration 26Q: 3 clusters Score -2.391078e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174566 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -23910774.000000 Penalty: 5993.832520
	Iteration 27Q: 3 clusters Score -2.391077e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174693 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -23910770.000000 Penalty: 5993.832520
	Iteration 28Q: 3 clusters Score -2.391077e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23910736.000000 Penalty: 5993.832520
	Iteration 29Q: 3 clusters Score -2.391074e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23910718.000000 Penalty: 5993.832520
	Iteration 30Q: 3 clusters Score -2.391072e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -23910680.000000 Penalty: 5993.832520
	Iteration 31Q: 3 clusters Score -2.391068e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23910668.000000 Penalty: 5993.832520
	Iteration 32Q: 3 clusters Score -2.391067e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23910670.000000 Penalty: 5993.832520
	Iteration 33Q: 3 clusters Score -2.391067e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175167 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -23910652.000000 Penalty: 5993.832520
	Iteration 34Q: 3 clusters Score -2.391065e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23910634.000000 Penalty: 5993.832520
	Iteration 35Q: 3 clusters Score -2.391063e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23910576.000000 Penalty: 5993.832520
	Iteration 36Q: 3 clusters Score -2.391058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23910552.000000 Penalty: 5993.832520
	Iteration 37Q: 3 clusters Score -2.391055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23910574.000000 Penalty: 5993.832520
	Iteration 38Q: 3 clusters Score -2.391057e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23910498.000000 Penalty: 5993.832520
	Iteration 39Q: 3 clusters Score -2.39105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23910470.000000 Penalty: 5993.832520
	Iteration 40F: 3 clusters Score -2.391047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175517 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -23910460.000000 Penalty: 5993.832520
	Iteration 41Q: 3 clusters Score -2.391046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23910456.000000 Penalty: 5993.832520
	Iteration 42Q: 3 clusters Score -2.391046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23910444.000000 Penalty: 5993.832520
	Iteration 43Q: 3 clusters Score -2.391044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23910414.000000 Penalty: 5993.832520
	Iteration 44Q: 3 clusters Score -2.391041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23910434.000000 Penalty: 5993.832520
	Iteration 45Q: 3 clusters Score -2.391043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23910452.000000 Penalty: 5993.832520
	Iteration 46Q: 3 clusters Score -2.391045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23910444.000000 Penalty: 5993.832520
	Iteration 47Q: 3 clusters Score -2.391044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23910460.000000 Penalty: 5993.832520
	Iteration 48Q: 3 clusters Score -2.391046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23910444.000000 Penalty: 5993.832520
	Iteration 49Q: 3 clusters Score -2.391044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23910424.000000 Penalty: 5993.832520
	Iteration 50Q: 3 clusters Score -2.391042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175655 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -23910438.000000 Penalty: 5993.832520
	Iteration 51Q: 3 clusters Score -2.391044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23910442.000000 Penalty: 5993.832520
	Iteration 52Q: 3 clusters Score -2.391044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23910416.000000 Penalty: 5993.832520
	Iteration 53Q: 3 clusters Score -2.391042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23910406.000000 Penalty: 5993.832520
	Iteration 54Q: 3 clusters Score -2.391041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23910392.000000 Penalty: 5993.832520
	Iteration 55Q: 3 clusters Score -2.391039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23910386.000000 Penalty: 5993.832520
	Iteration 56Q: 3 clusters Score -2.391039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23910386.000000 Penalty: 5993.832520
	Iteration 57Q: 3 clusters Score -2.391039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23910380.000000 Penalty: 5993.832520
	Iteration 58Q: 3 clusters Score -2.391038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23910386.000000 Penalty: 5993.832520
	Iteration 59Q: 3 clusters Score -2.391039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23910386.000000 Penalty: 5993.832520
	Iteration 60F: 3 clusters Score -2.391039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -23910386.000000 Penalty: 5993.832520
	Iteration 61Q: 3 clusters Score -2.391039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175734 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23910392.000000 Penalty: 5993.832520
	Iteration 62Q: 3 clusters Score -2.391039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -23910394.000000 Penalty: 5993.832520
	Iteration 63Q: 3 clusters Score -2.391039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23910412.000000 Penalty: 5993.832520
	Iteration 64Q: 3 clusters Score -2.391041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23910412.000000 Penalty: 5993.832520
	Iteration 65F: 3 clusters Score -2.391041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 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 191 members 
Entering Unmasked Estep 
Score: -41387.363281 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41387.36 nChanged 60
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: -41941.687500 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41941.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42377.257812 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -42377.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42596.285156 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -42596.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -42723.167969 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -42723.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42776.562500 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -42776.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42839.855469 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -42839.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42865.066406 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -42865.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42895.773438 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -42895.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42895.773438 Penalty: 2964.270020
	Iteration 9F: 3 clusters Score -42895.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148124 members 
Mstep: Class 5 contains 104140 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143624 members 
Mstep: Class 10 contains 63065 members 
Mstep: Class 11 contains 135928 members 
Mstep: Class 12 contains 66838 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 90 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158140 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156129 members 
Mstep: Class 23 contains 34652 members 
Entering Unmasked Estep 
Score: -180365728.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180367552.000000 to -180365728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47032.914062 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47032.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47148.636719 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47148.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47193.019531 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47193.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47204.738281 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47204.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47215.867188 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47215.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47224.039062 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -47224.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47231.023438 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -47231.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47231.023438 Penalty: 2943.707520
	Iteration 7F: 3 clusters Score -47231.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Entering Unmasked Estep 
Score: -2385185.500000 Penalty: 2440.957275
	Iteration 0F: 2 clusters Score -2385186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2371722.250000 Penalty: 4881.914551
	Iteration 0F: 3 clusters Score -2371722 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2376450.250000 Penalty: 4881.914551
	Iteration 1F: 3 clusters Score -2376450 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2377057.250000 Penalty: 4881.914551
	Iteration 2F: 3 clusters Score -2377057 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2377567.250000 Penalty: 4881.914551
	Iteration 3F: 3 clusters Score -2377567 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2378038.000000 Penalty: 4881.914551
	Iteration 4Q: 3 clusters Score -2378038 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2378519.250000 Penalty: 4881.914551
	Iteration 5Q: 3 clusters Score -2378519 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2378962.250000 Penalty: 4881.914551
	Iteration 6Q: 3 clusters Score -2378962 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2379418.500000 Penalty: 4881.914551
	Iteration 7Q: 3 clusters Score -2379418 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2379869.500000 Penalty: 4881.914551
	Iteration 8Q: 3 clusters Score -2379870 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2380380.750000 Penalty: 4881.914551
	Iteration 9Q: 3 clusters Score -2380381 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2380833.250000 Penalty: 4881.914551
	Iteration 10Q: 3 clusters Score -2380833 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2381287.250000 Penalty: 4881.914551
	Iteration 11Q: 3 clusters Score -2381287 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2381693.250000 Penalty: 4881.914551
	Iteration 12Q: 3 clusters Score -2381693 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2382003.500000 Penalty: 4881.914551
	Iteration 13Q: 3 clusters Score -2382004 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2382303.750000 Penalty: 4881.914551
	Iteration 14Q: 3 clusters Score -2382304 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2382525.250000 Penalty: 4881.914551
	Iteration 15Q: 3 clusters Score -2382525 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2382692.250000 Penalty: 4881.914551
	Iteration 16Q: 3 clusters Score -2382692 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2382817.000000 Penalty: 4881.914551
	Iteration 17Q: 3 clusters Score -2382817 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2382908.500000 Penalty: 4881.914551
	Iteration 18Q: 3 clusters Score -2382908 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2382964.250000 Penalty: 4881.914551
	Iteration 19Q: 3 clusters Score -2382964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2383019.250000 Penalty: 4881.914551
	Iteration 20F: 3 clusters Score -2383019 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2383084.500000 Penalty: 4881.914551
	Iteration 21Q: 3 clusters Score -2383084 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2383158.000000 Penalty: 4881.914551
	Iteration 22Q: 3 clusters Score -2383158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2383222.500000 Penalty: 4881.914551
	Iteration 23Q: 3 clusters Score -2383222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2383270.250000 Penalty: 4881.914551
	Iteration 24Q: 3 clusters Score -2383270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2383315.250000 Penalty: 4881.914551
	Iteration 25Q: 3 clusters Score -2383315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2383375.250000 Penalty: 4881.914551
	Iteration 26Q: 3 clusters Score -2383375 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2383416.250000 Penalty: 4881.914551
	Iteration 27Q: 3 clusters Score -2383416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2383464.750000 Penalty: 4881.914551
	Iteration 28Q: 3 clusters Score -2383465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2383523.500000 Penalty: 4881.914551
	Iteration 29Q: 3 clusters Score -2383524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2383563.250000 Penalty: 4881.914551
	Iteration 30Q: 3 clusters Score -2383563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2383600.500000 Penalty: 4881.914551
	Iteration 31Q: 3 clusters Score -2383600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2383621.750000 Penalty: 4881.914551
	Iteration 32Q: 3 clusters Score -2383622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2383635.750000 Penalty: 4881.914551
	Iteration 33Q: 3 clusters Score -2383636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2383645.250000 Penalty: 4881.914551
	Iteration 34Q: 3 clusters Score -2383645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2383653.500000 Penalty: 4881.914551
	Iteration 35Q: 3 clusters Score -2383654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2383653.250000 Penalty: 4881.914551
	Iteration 36Q: 3 clusters Score -2383653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2383659.750000 Penalty: 4881.914551
	Iteration 37Q: 3 clusters Score -2383660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2383669.000000 Penalty: 4881.914551
	Iteration 38Q: 3 clusters Score -2383669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2383673.000000 Penalty: 4881.914551
	Iteration 39Q: 3 clusters Score -2383673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2383680.000000 Penalty: 4881.914551
	Iteration 40F: 3 clusters Score -2383680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2383687.500000 Penalty: 4881.914551
	Iteration 41Q: 3 clusters Score -2383688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2383687.250000 Penalty: 4881.914551
	Iteration 42Q: 3 clusters Score -2383687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2383698.250000 Penalty: 4881.914551
	Iteration 43Q: 3 clusters Score -2383698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2383697.750000 Penalty: 4881.914551
	Iteration 44Q: 3 clusters Score -2383698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2383703.000000 Penalty: 4881.914551
	Iteration 45Q: 3 clusters Score -2383703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2383705.250000 Penalty: 4881.914551
	Iteration 46Q: 3 clusters Score -2383705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2383704.750000 Penalty: 4881.914551
	Iteration 47Q: 3 clusters Score -2383705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2383707.000000 Penalty: 4881.914551
	Iteration 48Q: 3 clusters Score -2383707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2383709.000000 Penalty: 4881.914551
	Iteration 49Q: 3 clusters Score -2383709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2383709.000000 Penalty: 4881.914551
	Iteration 50F: 3 clusters Score -2383709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -99253.031250 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -99253.03 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 398 members 
Entering Unmasked Estep 
Score: -97461.195312 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -97461.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97686.929688 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -97686.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97776.140625 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -97776.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97818.015625 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -97818.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97856.937500 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -97856.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97876.937500 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -97876.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97891.953125 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -97891.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97901.007812 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -97901.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97903.398438 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -97903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97905.953125 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -97905.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97909.242188 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -97909.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97913.132812 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -97913.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97913.132812 Penalty: 3308.071045
	Iteration 12F: 3 clusters Score -97913.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Entering Unmasked Estep 
Score: -21172190.000000 Penalty: 2968.866699
	Iteration 0F: 2 clusters Score -2.117219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -21067660.000000 Penalty: 5937.733398
	Iteration 0F: 3 clusters Score -2.106766e+07 nChanged 75642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -21111696.000000 Penalty: 5937.733398
	Iteration 1F: 3 clusters Score -2.11117e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -21112894.000000 Penalty: 5937.733398
	Iteration 2Q: 3 clusters Score -2.111289e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -21114530.000000 Penalty: 5937.733398
	Iteration 3Q: 3 clusters Score -2.111453e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -21117842.000000 Penalty: 5937.733398
	Iteration 4Q: 3 clusters Score -2.111784e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -21123964.000000 Penalty: 5937.733398
	Iteration 5F: 3 clusters Score -2.112396e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -21134730.000000 Penalty: 5937.733398
	Iteration 6F: 3 clusters Score -2.113473e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -21148390.000000 Penalty: 5937.733398
	Iteration 7F: 3 clusters Score -2.114839e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -21159882.000000 Penalty: 5937.733398
	Iteration 8F: 3 clusters Score -2.115988e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -21165482.000000 Penalty: 5937.733398
	Iteration 9Q: 3 clusters Score -2.116548e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 122237 members 
Entering Unmasked Estep 
Score: -21167728.000000 Penalty: 5937.733398
	Iteration 10Q: 3 clusters Score -2.116773e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -21168992.000000 Penalty: 5937.733398
	Iteration 11Q: 3 clusters Score -2.116899e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -21169672.000000 Penalty: 5937.733398
	Iteration 12Q: 3 clusters Score -2.116967e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -21170200.000000 Penalty: 5937.733398
	Iteration 13Q: 3 clusters Score -2.11702e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -21170570.000000 Penalty: 5937.733398
	Iteration 14Q: 3 clusters Score -2.117057e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -21170700.000000 Penalty: 5937.733398
	Iteration 15Q: 3 clusters Score -2.11707e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -21170880.000000 Penalty: 5937.733398
	Iteration 16Q: 3 clusters Score -2.117088e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -21170980.000000 Penalty: 5937.733398
	Iteration 17Q: 3 clusters Score -2.117098e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -21171146.000000 Penalty: 5937.733398
	Iteration 18Q: 3 clusters Score -2.117115e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -21171172.000000 Penalty: 5937.733398
	Iteration 19Q: 3 clusters Score -2.117117e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -21171316.000000 Penalty: 5937.733398
	Iteration 20F: 3 clusters Score -2.117132e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -21171428.000000 Penalty: 5937.733398
	Iteration 21Q: 3 clusters Score -2.117143e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -21171536.000000 Penalty: 5937.733398
	Iteration 22Q: 3 clusters Score -2.117154e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -21171540.000000 Penalty: 5937.733398
	Iteration 23Q: 3 clusters Score -2.117154e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 130528 members 
Entering Unmasked Estep 
Score: -21171530.000000 Penalty: 5937.733398
	Iteration 24Q: 3 clusters Score -2.117153e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -21171564.000000 Penalty: 5937.733398
	Iteration 25Q: 3 clusters Score -2.117156e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -21171558.000000 Penalty: 5937.733398
	Iteration 26Q: 3 clusters Score -2.117156e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -21171584.000000 Penalty: 5937.733398
	Iteration 27Q: 3 clusters Score -2.117158e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -21171624.000000 Penalty: 5937.733398
	Iteration 28Q: 3 clusters Score -2.117162e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 131939 members 
Entering Unmasked Estep 
Score: -21171650.000000 Penalty: 5937.733398
	Iteration 29Q: 3 clusters Score -2.117165e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -21171714.000000 Penalty: 5937.733398
	Iteration 30Q: 3 clusters Score -2.117171e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -21171766.000000 Penalty: 5937.733398
	Iteration 31Q: 3 clusters Score -2.117177e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 132726 members 
Entering Unmasked Estep 
Score: -21171752.000000 Penalty: 5937.733398
	Iteration 32Q: 3 clusters Score -2.117175e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -21171776.000000 Penalty: 5937.733398
	Iteration 33Q: 3 clusters Score -2.117178e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 133239 members 
Entering Unmasked Estep 
Score: -21171836.000000 Penalty: 5937.733398
	Iteration 34Q: 3 clusters Score -2.117184e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 133471 members 
Entering Unmasked Estep 
Score: -21171838.000000 Penalty: 5937.733398
	Iteration 35Q: 3 clusters Score -2.117184e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -21171872.000000 Penalty: 5937.733398
	Iteration 36Q: 3 clusters Score -2.117187e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 133965 members 
Entering Unmasked Estep 
Score: -21171902.000000 Penalty: 5937.733398
	Iteration 37Q: 3 clusters Score -2.11719e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 134199 members 
Entering Unmasked Estep 
Score: -21171920.000000 Penalty: 5937.733398
	Iteration 38Q: 3 clusters Score -2.117192e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -21171952.000000 Penalty: 5937.733398
	Iteration 39Q: 3 clusters Score -2.117195e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -21171974.000000 Penalty: 5937.733398
	Iteration 40F: 3 clusters Score -2.117197e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -21172020.000000 Penalty: 5937.733398
	Iteration 41Q: 3 clusters Score -2.117202e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -21172036.000000 Penalty: 5937.733398
	Iteration 42Q: 3 clusters Score -2.117204e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 135234 members 
Entering Unmasked Estep 
Score: -21172032.000000 Penalty: 5937.733398
	Iteration 43Q: 3 clusters Score -2.117203e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 135447 members 
Entering Unmasked Estep 
Score: -21172032.000000 Penalty: 5937.733398
	Iteration 44Q: 3 clusters Score -2.117203e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
Score: -21172100.000000 Penalty: 5937.733398
	Iteration 45Q: 3 clusters Score -2.11721e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -21172136.000000 Penalty: 5937.733398
	Iteration 46Q: 3 clusters Score -2.117214e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -21172164.000000 Penalty: 5937.733398
	Iteration 47Q: 3 clusters Score -2.117216e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -21172208.000000 Penalty: 5937.733398
	Iteration 48Q: 3 clusters Score -2.117221e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -21172236.000000 Penalty: 5937.733398
	Iteration 49Q: 3 clusters Score -2.117224e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 136864 members 
Entering Unmasked Estep 
Score: -21172328.000000 Penalty: 5937.733398
	Iteration 50Q: 3 clusters Score -2.117233e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -21172284.000000 Penalty: 5937.733398
	Iteration 51Q: 3 clusters Score -2.117228e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 137377 members 
Entering Unmasked Estep 
Score: -21172254.000000 Penalty: 5937.733398
	Iteration 52Q: 3 clusters Score -2.117225e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 137656 members 
Entering Unmasked Estep 
Score: -21172200.000000 Penalty: 5937.733398
	Iteration 53Q: 3 clusters Score -2.11722e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 137934 members 
Entering Unmasked Estep 
Score: -21172256.000000 Penalty: 5937.733398
	Iteration 54Q: 3 clusters Score -2.117226e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 138236 members 
Entering Unmasked Estep 
Score: -21172290.000000 Penalty: 5937.733398
	Iteration 55Q: 3 clusters Score -2.117229e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -21172280.000000 Penalty: 5937.733398
	Iteration 56Q: 3 clusters Score -2.117228e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 138906 members 
Entering Unmasked Estep 
Score: -21172298.000000 Penalty: 5937.733398
	Iteration 57Q: 3 clusters Score -2.11723e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 139252 members 
Entering Unmasked Estep 
Score: -21172288.000000 Penalty: 5937.733398
	Iteration 58Q: 3 clusters Score -2.117229e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -21172398.000000 Penalty: 5937.733398
	Iteration 59Q: 3 clusters Score -2.11724e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 139983 members 
Entering Unmasked Estep 
Score: -21172474.000000 Penalty: 5937.733398
	Iteration 60F: 3 clusters Score -2.117247e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -21172498.000000 Penalty: 5937.733398
	Iteration 61Q: 3 clusters Score -2.11725e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 140748 members 
Entering Unmasked Estep 
Score: -21172458.000000 Penalty: 5937.733398
	Iteration 62Q: 3 clusters Score -2.117246e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 141123 members 
Entering Unmasked Estep 
Score: -21172488.000000 Penalty: 5937.733398
	Iteration 63Q: 3 clusters Score -2.117249e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 141477 members 
Entering Unmasked Estep 
Score: -21172486.000000 Penalty: 5937.733398
	Iteration 64Q: 3 clusters Score -2.117249e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 141818 members 
Entering Unmasked Estep 
Score: -21172468.000000 Penalty: 5937.733398
	Iteration 65Q: 3 clusters Score -2.117247e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -21172482.000000 Penalty: 5937.733398
	Iteration 66Q: 3 clusters Score -2.117248e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -21172504.000000 Penalty: 5937.733398
	Iteration 67Q: 3 clusters Score -2.11725e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 142893 members 
Entering Unmasked Estep 
Score: -21172512.000000 Penalty: 5937.733398
	Iteration 68Q: 3 clusters Score -2.117251e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -21172496.000000 Penalty: 5937.733398
	Iteration 69Q: 3 clusters Score -2.11725e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -21172502.000000 Penalty: 5937.733398
	Iteration 70Q: 3 clusters Score -2.11725e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -21172484.000000 Penalty: 5937.733398
	Iteration 71Q: 3 clusters Score -2.117248e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -21172544.000000 Penalty: 5937.733398
	Iteration 72Q: 3 clusters Score -2.117254e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -21172556.000000 Penalty: 5937.733398
	Iteration 73Q: 3 clusters Score -2.117256e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -21172572.000000 Penalty: 5937.733398
	Iteration 74Q: 3 clusters Score -2.117257e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -21172562.000000 Penalty: 5937.733398
	Iteration 75Q: 3 clusters Score -2.117256e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -21172498.000000 Penalty: 5937.733398
	Iteration 76Q: 3 clusters Score -2.11725e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -21172510.000000 Penalty: 5937.733398
	Iteration 77Q: 3 clusters Score -2.117251e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -21172570.000000 Penalty: 5937.733398
	Iteration 78Q: 3 clusters Score -2.117257e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -21172480.000000 Penalty: 5937.733398
	Iteration 79Q: 3 clusters Score -2.117248e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -21172422.000000 Penalty: 5937.733398
	Iteration 80F: 3 clusters Score -2.117242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -21172394.000000 Penalty: 5937.733398
	Iteration 81Q: 3 clusters Score -2.117239e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 146357 members 
Entering Unmasked Estep 
Score: -21172422.000000 Penalty: 5937.733398
	Iteration 82Q: 3 clusters Score -2.117242e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -21172412.000000 Penalty: 5937.733398
	Iteration 83Q: 3 clusters Score -2.117241e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 146696 members 
Entering Unmasked Estep 
Score: -21172430.000000 Penalty: 5937.733398
	Iteration 84Q: 3 clusters Score -2.117243e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 146838 members 
Entering Unmasked Estep 
Score: -21172446.000000 Penalty: 5937.733398
	Iteration 85Q: 3 clusters Score -2.117245e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -21172444.000000 Penalty: 5937.733398
	Iteration 86Q: 3 clusters Score -2.117244e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -21172416.000000 Penalty: 5937.733398
	Iteration 87Q: 3 clusters Score -2.117242e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -21172400.000000 Penalty: 5937.733398
	Iteration 88Q: 3 clusters Score -2.11724e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -21172412.000000 Penalty: 5937.733398
	Iteration 89Q: 3 clusters Score -2.117241e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -21172442.000000 Penalty: 5937.733398
	Iteration 90Q: 3 clusters Score -2.117244e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -21172438.000000 Penalty: 5937.733398
	Iteration 91Q: 3 clusters Score -2.117244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -21172446.000000 Penalty: 5937.733398
	Iteration 92Q: 3 clusters Score -2.117245e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -21172450.000000 Penalty: 5937.733398
	Iteration 93Q: 3 clusters Score -2.117245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -21172432.000000 Penalty: 5937.733398
	Iteration 94Q: 3 clusters Score -2.117243e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -21172416.000000 Penalty: 5937.733398
	Iteration 95Q: 3 clusters Score -2.117242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 147981 members 
Entering Unmasked Estep 
Score: -21172398.000000 Penalty: 5937.733398
	Iteration 96Q: 3 clusters Score -2.11724e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -21172398.000000 Penalty: 5937.733398
	Iteration 97Q: 3 clusters Score -2.11724e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 148134 members 
Entering Unmasked Estep 
Score: -21172418.000000 Penalty: 5937.733398
	Iteration 98Q: 3 clusters Score -2.117242e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -21172368.000000 Penalty: 5937.733398
	Iteration 99Q: 3 clusters Score -2.117237e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -21172358.000000 Penalty: 5937.733398
	Iteration 100F: 3 clusters Score -2.117236e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -21172360.000000 Penalty: 5937.733398
	Iteration 101Q: 3 clusters Score -2.117236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -21172302.000000 Penalty: 5937.733398
	Iteration 102Q: 3 clusters Score -2.11723e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -21172302.000000 Penalty: 5937.733398
	Iteration 103Q: 3 clusters Score -2.11723e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 148602 members 
Entering Unmasked Estep 
Score: -21172256.000000 Penalty: 5937.733398
	Iteration 104Q: 3 clusters Score -2.117226e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -21172248.000000 Penalty: 5937.733398
	Iteration 105Q: 3 clusters Score -2.117225e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -21172228.000000 Penalty: 5937.733398
	Iteration 106Q: 3 clusters Score -2.117223e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -21172226.000000 Penalty: 5937.733398
	Iteration 107Q: 3 clusters Score -2.117223e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -21172186.000000 Penalty: 5937.733398
	Iteration 108Q: 3 clusters Score -2.117219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 148936 members 
Entering Unmasked Estep 
Score: -21172166.000000 Penalty: 5937.733398
	Iteration 109Q: 3 clusters Score -2.117217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -21172170.000000 Penalty: 5937.733398
	Iteration 110Q: 3 clusters Score -2.117217e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 149074 members 
Entering Unmasked Estep 
Score: -21172186.000000 Penalty: 5937.733398
	Iteration 111Q: 3 clusters Score -2.117219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -21172172.000000 Penalty: 5937.733398
	Iteration 112Q: 3 clusters Score -2.117217e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -21172154.000000 Penalty: 5937.733398
	Iteration 113Q: 3 clusters Score -2.117215e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -21172180.000000 Penalty: 5937.733398
	Iteration 114Q: 3 clusters Score -2.117218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -21172162.000000 Penalty: 5937.733398
	Iteration 115Q: 3 clusters Score -2.117216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 149333 members 
Entering Unmasked Estep 
Score: -21172186.000000 Penalty: 5937.733398
	Iteration 116Q: 3 clusters Score -2.117219e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -21172176.000000 Penalty: 5937.733398
	Iteration 117Q: 3 clusters Score -2.117218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 149409 members 
Entering Unmasked Estep 
Score: -21172188.000000 Penalty: 5937.733398
	Iteration 118Q: 3 clusters Score -2.117219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -21172146.000000 Penalty: 5937.733398
	Iteration 119Q: 3 clusters Score -2.117215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -21172142.000000 Penalty: 5937.733398
	Iteration 120F: 3 clusters Score -2.117214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -21172130.000000 Penalty: 5937.733398
	Iteration 121Q: 3 clusters Score -2.117213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -21172098.000000 Penalty: 5937.733398
	Iteration 122Q: 3 clusters Score -2.11721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 149589 members 
Entering Unmasked Estep 
Score: -21172084.000000 Penalty: 5937.733398
	Iteration 123Q: 3 clusters Score -2.117208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -21172082.000000 Penalty: 5937.733398
	Iteration 124Q: 3 clusters Score -2.117208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -21172082.000000 Penalty: 5937.733398
	Iteration 125Q: 3 clusters Score -2.117208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -21172094.000000 Penalty: 5937.733398
	Iteration 126Q: 3 clusters Score -2.117209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 149742 members 
Entering Unmasked Estep 
Score: -21172104.000000 Penalty: 5937.733398
	Iteration 127Q: 3 clusters Score -2.11721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 149771 members 
Entering Unmasked Estep 
Score: -21172070.000000 Penalty: 5937.733398
	Iteration 128Q: 3 clusters Score -2.117207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -21172076.000000 Penalty: 5937.733398
	Iteration 129Q: 3 clusters Score -2.117208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -21172066.000000 Penalty: 5937.733398
	Iteration 130Q: 3 clusters Score -2.117207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -21172068.000000 Penalty: 5937.733398
	Iteration 131Q: 3 clusters Score -2.117207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -21172082.000000 Penalty: 5937.733398
	Iteration 132Q: 3 clusters Score -2.117208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -21172064.000000 Penalty: 5937.733398
	Iteration 133Q: 3 clusters Score -2.117206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 149976 members 
Entering Unmasked Estep 
Score: -21172054.000000 Penalty: 5937.733398
	Iteration 134Q: 3 clusters Score -2.117205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -21172044.000000 Penalty: 5937.733398
	Iteration 135Q: 3 clusters Score -2.117204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 150042 members 
Entering Unmasked Estep 
Score: -21172012.000000 Penalty: 5937.733398
	Iteration 136Q: 3 clusters Score -2.117201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -21172010.000000 Penalty: 5937.733398
	Iteration 137Q: 3 clusters Score -2.117201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -21172020.000000 Penalty: 5937.733398
	Iteration 138Q: 3 clusters Score -2.117202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 150142 members 
Entering Unmasked Estep 
Score: -21172042.000000 Penalty: 5937.733398
	Iteration 139Q: 3 clusters Score -2.117204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -21172030.000000 Penalty: 5937.733398
	Iteration 140F: 3 clusters Score -2.117203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 150209 members 
Entering Unmasked Estep 
Score: -21172024.000000 Penalty: 5937.733398
	Iteration 141Q: 3 clusters Score -2.117202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -21172030.000000 Penalty: 5937.733398
	Iteration 142Q: 3 clusters Score -2.117203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -21172028.000000 Penalty: 5937.733398
	Iteration 143Q: 3 clusters Score -2.117203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -21172034.000000 Penalty: 5937.733398
	Iteration 144Q: 3 clusters Score -2.117203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -21172042.000000 Penalty: 5937.733398
	Iteration 145Q: 3 clusters Score -2.117204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -21172026.000000 Penalty: 5937.733398
	Iteration 146Q: 3 clusters Score -2.117203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 150362 members 
Entering Unmasked Estep 
Score: -21172030.000000 Penalty: 5937.733398
	Iteration 147Q: 3 clusters Score -2.117203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -21172034.000000 Penalty: 5937.733398
	Iteration 148Q: 3 clusters Score -2.117203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -21172016.000000 Penalty: 5937.733398
	Iteration 149Q: 3 clusters Score -2.117202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -21172026.000000 Penalty: 5937.733398
	Iteration 150Q: 3 clusters Score -2.117203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -21172012.000000 Penalty: 5937.733398
	Iteration 151Q: 3 clusters Score -2.117201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -21172000.000000 Penalty: 5937.733398
	Iteration 152Q: 3 clusters Score -2.1172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 150488 members 
Entering Unmasked Estep 
Score: -21172006.000000 Penalty: 5937.733398
	Iteration 153Q: 3 clusters Score -2.117201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -21172008.000000 Penalty: 5937.733398
	Iteration 154Q: 3 clusters Score -2.117201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 150527 members 
Entering Unmasked Estep 
Score: -21172010.000000 Penalty: 5937.733398
	Iteration 155Q: 3 clusters Score -2.117201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 150545 members 
Entering Unmasked Estep 
Score: -21172036.000000 Penalty: 5937.733398
	Iteration 156Q: 3 clusters Score -2.117204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 150565 members 
Entering Unmasked Estep 
Score: -21172068.000000 Penalty: 5937.733398
	Iteration 157Q: 3 clusters Score -2.117207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 150592 members 
Entering Unmasked Estep 
Score: -21172050.000000 Penalty: 5937.733398
	Iteration 158Q: 3 clusters Score -2.117205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -21172040.000000 Penalty: 5937.733398
	Iteration 159Q: 3 clusters Score -2.117204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -21172008.000000 Penalty: 5937.733398
	Iteration 160F: 3 clusters Score -2.117201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -21172010.000000 Penalty: 5937.733398
	Iteration 161Q: 3 clusters Score -2.117201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -21172014.000000 Penalty: 5937.733398
	Iteration 162Q: 3 clusters Score -2.117201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 150694 members 
Entering Unmasked Estep 
Score: -21172022.000000 Penalty: 5937.733398
	Iteration 163Q: 3 clusters Score -2.117202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 150722 members 
Entering Unmasked Estep 
Score: -21172000.000000 Penalty: 5937.733398
	Iteration 164Q: 3 clusters Score -2.1172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 150750 members 
Entering Unmasked Estep 
Score: -21172008.000000 Penalty: 5937.733398
	Iteration 165Q: 3 clusters Score -2.117201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 150774 members 
Entering Unmasked Estep 
Score: -21172000.000000 Penalty: 5937.733398
	Iteration 166Q: 3 clusters Score -2.1172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -21172000.000000 Penalty: 5937.733398
	Iteration 167Q: 3 clusters Score -2.1172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 150820 members 
Entering Unmasked Estep 
Score: -21172004.000000 Penalty: 5937.733398
	Iteration 168Q: 3 clusters Score -2.1172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5937.733398
	Iteration 169Q: 3 clusters Score -2.117199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 150854 members 
Entering Unmasked Estep 
Score: -21171968.000000 Penalty: 5937.733398
	Iteration 170Q: 3 clusters Score -2.117197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -21171978.000000 Penalty: 5937.733398
	Iteration 171Q: 3 clusters Score -2.117198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -21171978.000000 Penalty: 5937.733398
	Iteration 172Q: 3 clusters Score -2.117198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -21171964.000000 Penalty: 5937.733398
	Iteration 173Q: 3 clusters Score -2.117196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -21171962.000000 Penalty: 5937.733398
	Iteration 174Q: 3 clusters Score -2.117196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -21171966.000000 Penalty: 5937.733398
	Iteration 175Q: 3 clusters Score -2.117197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -21171984.000000 Penalty: 5937.733398
	Iteration 176Q: 3 clusters Score -2.117198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -21171996.000000 Penalty: 5937.733398
	Iteration 177Q: 3 clusters Score -2.1172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 150955 members 
Entering Unmasked Estep 
Score: -21172012.000000 Penalty: 5937.733398
	Iteration 178Q: 3 clusters Score -2.117201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 150965 members 
Entering Unmasked Estep 
Score: -21172016.000000 Penalty: 5937.733398
	Iteration 179Q: 3 clusters Score -2.117202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -21171996.000000 Penalty: 5937.733398
	Iteration 180F: 3 clusters Score -2.1172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5937.733398
	Iteration 181Q: 3 clusters Score -2.117199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 151021 members 
Entering Unmasked Estep 
Score: -21171984.000000 Penalty: 5937.733398
	Iteration 182Q: 3 clusters Score -2.117198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -21171978.000000 Penalty: 5937.733398
	Iteration 183Q: 3 clusters Score -2.117198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -21171994.000000 Penalty: 5937.733398
	Iteration 184Q: 3 clusters Score -2.117199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 151037 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5937.733398
	Iteration 185Q: 3 clusters Score -2.117199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 151046 members 
Entering Unmasked Estep 
Score: -21171984.000000 Penalty: 5937.733398
	Iteration 186Q: 3 clusters Score -2.117198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 151059 members 
Entering Unmasked Estep 
Score: -21172000.000000 Penalty: 5937.733398
	Iteration 187Q: 3 clusters Score -2.1172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5937.733398
	Iteration 188Q: 3 clusters Score -2.117199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -21171982.000000 Penalty: 5937.733398
	Iteration 189Q: 3 clusters Score -2.117198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -21171970.000000 Penalty: 5937.733398
	Iteration 190Q: 3 clusters Score -2.117197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -21171986.000000 Penalty: 5937.733398
	Iteration 191Q: 3 clusters Score -2.117199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -21171970.000000 Penalty: 5937.733398
	Iteration 192Q: 3 clusters Score -2.117197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 151155 members 
Entering Unmasked Estep 
Score: -21171968.000000 Penalty: 5937.733398
	Iteration 193Q: 3 clusters Score -2.117197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 151173 members 
Entering Unmasked Estep 
Score: -21171962.000000 Penalty: 5937.733398
	Iteration 194Q: 3 clusters Score -2.117196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -21171966.000000 Penalty: 5937.733398
	Iteration 195Q: 3 clusters Score -2.117197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -21171944.000000 Penalty: 5937.733398
	Iteration 196Q: 3 clusters Score -2.117194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -21171950.000000 Penalty: 5937.733398
	Iteration 197Q: 3 clusters Score -2.117195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -21171942.000000 Penalty: 5937.733398
	Iteration 198Q: 3 clusters Score -2.117194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -21171950.000000 Penalty: 5937.733398
	Iteration 199Q: 3 clusters Score -2.117195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -21171972.000000 Penalty: 5937.733398
	Iteration 200F: 3 clusters Score -2.117197e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -21171972.000000 Penalty: 5937.733398
	Iteration 201Q: 3 clusters Score -2.117197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -21171960.000000 Penalty: 5937.733398
	Iteration 202Q: 3 clusters Score -2.117196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -21171958.000000 Penalty: 5937.733398
	Iteration 203Q: 3 clusters Score -2.117196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -21171962.000000 Penalty: 5937.733398
	Iteration 204Q: 3 clusters Score -2.117196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21171970.000000 Penalty: 5937.733398
	Iteration 205Q: 3 clusters Score -2.117197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -21171910.000000 Penalty: 5937.733398
	Iteration 206Q: 3 clusters Score -2.117191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -21171920.000000 Penalty: 5937.733398
	Iteration 207Q: 3 clusters Score -2.117192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -21171918.000000 Penalty: 5937.733398
	Iteration 208Q: 3 clusters Score -2.117192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 151598 members 
Entering Unmasked Estep 
Score: -21171900.000000 Penalty: 5937.733398
	Iteration 209Q: 3 clusters Score -2.11719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -21171904.000000 Penalty: 5937.733398
	Iteration 210Q: 3 clusters Score -2.11719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 151633 members 
Entering Unmasked Estep 
Score: -21171908.000000 Penalty: 5937.733398
	Iteration 211Q: 3 clusters Score -2.117191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -21171910.000000 Penalty: 5937.733398
	Iteration 212Q: 3 clusters Score -2.117191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -21171910.000000 Penalty: 5937.733398
	Iteration 213Q: 3 clusters Score -2.117191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -21171906.000000 Penalty: 5937.733398
	Iteration 214Q: 3 clusters Score -2.117191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -21171918.000000 Penalty: 5937.733398
	Iteration 215Q: 3 clusters Score -2.117192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -21171886.000000 Penalty: 5937.733398
	Iteration 216Q: 3 clusters Score -2.117189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -21171912.000000 Penalty: 5937.733398
	Iteration 217Q: 3 clusters Score -2.117191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 151723 members 
Entering Unmasked Estep 
Score: -21171902.000000 Penalty: 5937.733398
	Iteration 218Q: 3 clusters Score -2.11719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -21171908.000000 Penalty: 5937.733398
	Iteration 219Q: 3 clusters Score -2.117191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 151733 members 
Entering Unmasked Estep 
Score: -21171916.000000 Penalty: 5937.733398
	Iteration 220F: 3 clusters Score -2.117192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -21171926.000000 Penalty: 5937.733398
	Iteration 221Q: 3 clusters Score -2.117193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -21171944.000000 Penalty: 5937.733398
	Iteration 222Q: 3 clusters Score -2.117194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -21171946.000000 Penalty: 5937.733398
	Iteration 223Q: 3 clusters Score -2.117195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -21171938.000000 Penalty: 5937.733398
	Iteration 224Q: 3 clusters Score -2.117194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -21171936.000000 Penalty: 5937.733398
	Iteration 225Q: 3 clusters Score -2.117194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 151779 members 
Entering Unmasked Estep 
Score: -21171926.000000 Penalty: 5937.733398
	Iteration 226Q: 3 clusters Score -2.117193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -21171912.000000 Penalty: 5937.733398
	Iteration 227Q: 3 clusters Score -2.117191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 151784 members 
Entering Unmasked Estep 
Score: -21171916.000000 Penalty: 5937.733398
	Iteration 228Q: 3 clusters Score -2.117192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -21171916.000000 Penalty: 5937.733398
	Iteration 229Q: 3 clusters Score -2.117192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 151790 members 
Entering Unmasked Estep 
Score: -21171926.000000 Penalty: 5937.733398
	Iteration 230Q: 3 clusters Score -2.117193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 151792 members 
Entering Unmasked Estep 
Score: -21171932.000000 Penalty: 5937.733398
	Iteration 231Q: 3 clusters Score -2.117193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -21171918.000000 Penalty: 5937.733398
	Iteration 232Q: 3 clusters Score -2.117192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -21171918.000000 Penalty: 5937.733398
	Iteration 233F: 3 clusters Score -2.117192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -590027.625000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -590027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -585786.875000 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -585786.9 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -586768.187500 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -586768.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -587069.062500 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -587069.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -587345.500000 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -587345.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587549.000000 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -587549 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -587745.062500 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -587745.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -587916.875000 Penalty: 4185.858887
	Iteration 6Q: 3 clusters Score -587916.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -588072.437500 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -588072.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -588199.375000 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -588199.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -588295.187500 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -588295.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -588363.375000 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -588363.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -588411.000000 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -588411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -588442.625000 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -588442.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -588464.437500 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -588464.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -588479.062500 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -588479.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -588493.750000 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -588493.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -588510.687500 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -588510.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -588523.562500 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -588523.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -588543.000000 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -588543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -588554.437500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -588554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -588563.250000 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -588563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -588573.562500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -588573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -588582.062500 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -588582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -588588.625000 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -588588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -588592.750000 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -588592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -588595.125000 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -588595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -588598.937500 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -588598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -588600.625000 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -588600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -588603.250000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -588603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -588606.875000 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -588606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -588607.062500 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -588607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -588608.937500 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -588608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -588608.937500 Penalty: 4185.858887
	Iteration 32F: 3 clusters Score -588608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Entering Unmasked Estep 
Score: -21147874.000000 Penalty: 2965.692627
	Iteration 0F: 2 clusters Score -2.114787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -21045666.000000 Penalty: 5931.385254
	Iteration 0F: 3 clusters Score -2.104567e+07 nChanged 74742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -21089816.000000 Penalty: 5931.385254
	Iteration 1F: 3 clusters Score -2.108982e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -21092668.000000 Penalty: 5931.385254
	Iteration 2Q: 3 clusters Score -2.109267e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -21097782.000000 Penalty: 5931.385254
	Iteration 3F: 3 clusters Score -2.109778e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -21107820.000000 Penalty: 5931.385254
	Iteration 4F: 3 clusters Score -2.110782e+07 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 131907 members 
Entering Unmasked Estep 
Score: -21121868.000000 Penalty: 5931.385254
	Iteration 5F: 3 clusters Score -2.112187e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 145244 members 
Entering Unmasked Estep 
Score: -21135852.000000 Penalty: 5931.385254
	Iteration 6F: 3 clusters Score -2.113585e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -21142680.000000 Penalty: 5931.385254
	Iteration 7Q: 3 clusters Score -2.114268e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -21144522.000000 Penalty: 5931.385254
	Iteration 8Q: 3 clusters Score -2.114452e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155849 members 
Entering Unmasked Estep 
Score: -21144964.000000 Penalty: 5931.385254
	Iteration 9Q: 3 clusters Score -2.114496e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -21145098.000000 Penalty: 5931.385254
	Iteration 10Q: 3 clusters Score -2.11451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -21145130.000000 Penalty: 5931.385254
	Iteration 11Q: 3 clusters Score -2.114513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155943 members 
Entering Unmasked Estep 
Score: -21145144.000000 Penalty: 5931.385254
	Iteration 12Q: 3 clusters Score -2.114514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -21145164.000000 Penalty: 5931.385254
	Iteration 13Q: 3 clusters Score -2.114516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155956 members 
Entering Unmasked Estep 
Score: -21145180.000000 Penalty: 5931.385254
	Iteration 14Q: 3 clusters Score -2.114518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -21145192.000000 Penalty: 5931.385254
	Iteration 15Q: 3 clusters Score -2.114519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -21145220.000000 Penalty: 5931.385254
	Iteration 16Q: 3 clusters Score -2.114522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -21145206.000000 Penalty: 5931.385254
	Iteration 17Q: 3 clusters Score -2.114521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -21145196.000000 Penalty: 5931.385254
	Iteration 18Q: 3 clusters Score -2.11452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -21145204.000000 Penalty: 5931.385254
	Iteration 19Q: 3 clusters Score -2.11452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -21145204.000000 Penalty: 5931.385254
	Iteration 20F: 3 clusters Score -2.11452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Entering Unmasked Estep 
Score: -4707252.000000 Penalty: 2592.371338
	Iteration 0F: 2 clusters Score -4707252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4683614.500000 Penalty: 5184.742676
	Iteration 0F: 3 clusters Score -4683614 nChanged 15889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4692476.000000 Penalty: 5184.742676
	Iteration 1F: 3 clusters Score -4692476 nChanged 1833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4693271 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4694258.500000 Penalty: 5184.742676
	Iteration 3F: 3 clusters Score -4694258 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4695617.000000 Penalty: 5184.742676
	Iteration 4F: 3 clusters Score -4695617 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4697553.000000 Penalty: 5184.742676
	Iteration 5F: 3 clusters Score -4697553 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4699767.000000 Penalty: 5184.742676
	Iteration 6F: 3 clusters Score -4699767 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4701740.000000 Penalty: 5184.742676
	Iteration 7F: 3 clusters Score -4701740 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4703020.000000 Penalty: 5184.742676
	Iteration 8Q: 3 clusters Score -4703020 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4703617.500000 Penalty: 5184.742676
	Iteration 9Q: 3 clusters Score -4703618 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -4703923.500000 Penalty: 5184.742676
	Iteration 10Q: 3 clusters Score -4703924 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4704145.000000 Penalty: 5184.742676
	Iteration 11Q: 3 clusters Score -4704145 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4704305.500000 Penalty: 5184.742676
	Iteration 12Q: 3 clusters Score -4704306 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4704411.000000 Penalty: 5184.742676
	Iteration 13Q: 3 clusters Score -4704411 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4704534.000000 Penalty: 5184.742676
	Iteration 14Q: 3 clusters Score -4704534 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4704629.000000 Penalty: 5184.742676
	Iteration 15Q: 3 clusters Score -4704629 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4704722.000000 Penalty: 5184.742676
	Iteration 16Q: 3 clusters Score -4704722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4704804.500000 Penalty: 5184.742676
	Iteration 17Q: 3 clusters Score -4704804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4704840.000000 Penalty: 5184.742676
	Iteration 18Q: 3 clusters Score -4704840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4704881.500000 Penalty: 5184.742676
	Iteration 19Q: 3 clusters Score -4704882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4704930.000000 Penalty: 5184.742676
	Iteration 20F: 3 clusters Score -4704930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4704992.500000 Penalty: 5184.742676
	Iteration 21Q: 3 clusters Score -4704992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4705040.500000 Penalty: 5184.742676
	Iteration 22Q: 3 clusters Score -4705040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4705082.500000 Penalty: 5184.742676
	Iteration 23Q: 3 clusters Score -4705082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4705125.500000 Penalty: 5184.742676
	Iteration 24Q: 3 clusters Score -4705126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4705150.000000 Penalty: 5184.742676
	Iteration 25Q: 3 clusters Score -4705150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4705180.000000 Penalty: 5184.742676
	Iteration 26Q: 3 clusters Score -4705180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4705208.000000 Penalty: 5184.742676
	Iteration 27Q: 3 clusters Score -4705208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4705224.500000 Penalty: 5184.742676
	Iteration 28Q: 3 clusters Score -4705224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4705245.500000 Penalty: 5184.742676
	Iteration 29Q: 3 clusters Score -4705246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4705250.000000 Penalty: 5184.742676
	Iteration 30Q: 3 clusters Score -4705250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4705253.500000 Penalty: 5184.742676
	Iteration 31Q: 3 clusters Score -4705254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4705272.500000 Penalty: 5184.742676
	Iteration 32Q: 3 clusters Score -4705272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4705284.000000 Penalty: 5184.742676
	Iteration 33Q: 3 clusters Score -4705284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4705300.000000 Penalty: 5184.742676
	Iteration 34Q: 3 clusters Score -4705300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4705304.500000 Penalty: 5184.742676
	Iteration 35Q: 3 clusters Score -4705304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4705310.000000 Penalty: 5184.742676
	Iteration 36Q: 3 clusters Score -4705310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4705314.000000 Penalty: 5184.742676
	Iteration 37Q: 3 clusters Score -4705314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4705324.500000 Penalty: 5184.742676
	Iteration 38Q: 3 clusters Score -4705324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4705338.500000 Penalty: 5184.742676
	Iteration 39Q: 3 clusters Score -4705338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4705347.500000 Penalty: 5184.742676
	Iteration 40F: 3 clusters Score -4705348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4705361.500000 Penalty: 5184.742676
	Iteration 41Q: 3 clusters Score -4705362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4705367.000000 Penalty: 5184.742676
	Iteration 42Q: 3 clusters Score -4705367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4705378.500000 Penalty: 5184.742676
	Iteration 43Q: 3 clusters Score -4705378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4705384.000000 Penalty: 5184.742676
	Iteration 44Q: 3 clusters Score -4705384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4705394.500000 Penalty: 5184.742676
	Iteration 45Q: 3 clusters Score -4705394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4705392.000000 Penalty: 5184.742676
	Iteration 46Q: 3 clusters Score -4705392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4705386.500000 Penalty: 5184.742676
	Iteration 47Q: 3 clusters Score -4705386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4705394.500000 Penalty: 5184.742676
	Iteration 48Q: 3 clusters Score -4705394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4705407.000000 Penalty: 5184.742676
	Iteration 49Q: 3 clusters Score -4705407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4705409.500000 Penalty: 5184.742676
	Iteration 50Q: 3 clusters Score -4705410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4705416.000000 Penalty: 5184.742676
	Iteration 51Q: 3 clusters Score -4705416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4705422.500000 Penalty: 5184.742676
	Iteration 52Q: 3 clusters Score -4705422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4705429.000000 Penalty: 5184.742676
	Iteration 53Q: 3 clusters Score -4705429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4705432.500000 Penalty: 5184.742676
	Iteration 54Q: 3 clusters Score -4705432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4705428.500000 Penalty: 5184.742676
	Iteration 55Q: 3 clusters Score -4705428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4705426.000000 Penalty: 5184.742676
	Iteration 56Q: 3 clusters Score -4705426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4705434.000000 Penalty: 5184.742676
	Iteration 57Q: 3 clusters Score -4705434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4705433.000000 Penalty: 5184.742676
	Iteration 58Q: 3 clusters Score -4705433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4705436.000000 Penalty: 5184.742676
	Iteration 59Q: 3 clusters Score -4705436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4705445.500000 Penalty: 5184.742676
	Iteration 60F: 3 clusters Score -4705446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4705443.000000 Penalty: 5184.742676
	Iteration 61Q: 3 clusters Score -4705443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4705446.000000 Penalty: 5184.742676
	Iteration 62Q: 3 clusters Score -4705446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4705452.000000 Penalty: 5184.742676
	Iteration 63Q: 3 clusters Score -4705452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4705450.500000 Penalty: 5184.742676
	Iteration 64Q: 3 clusters Score -4705450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4705462.500000 Penalty: 5184.742676
	Iteration 65Q: 3 clusters Score -4705462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4705459.500000 Penalty: 5184.742676
	Iteration 66Q: 3 clusters Score -4705460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4705463.000000 Penalty: 5184.742676
	Iteration 67Q: 3 clusters Score -4705463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4705460.000000 Penalty: 5184.742676
	Iteration 68Q: 3 clusters Score -4705460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4705458.000000 Penalty: 5184.742676
	Iteration 69Q: 3 clusters Score -4705458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4705458.000000 Penalty: 5184.742676
	Iteration 70Q: 3 clusters Score -4705458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4705458.000000 Penalty: 5184.742676
	Iteration 71F: 3 clusters Score -4705458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148124 members 
Mstep: Class 5 contains 104140 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143624 members 
Mstep: Class 10 contains 63065 members 
Mstep: Class 11 contains 135928 members 
Mstep: Class 12 contains 66838 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158140 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156129 members 
Mstep: Class 23 contains 34652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367520.000000 Penalty: 73593.648438
Iteration 199Q: 22 clusters Score -1.803675e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148165 members 
Mstep: Class 5 contains 104133 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143630 members 
Mstep: Class 10 contains 63061 members 
Mstep: Class 11 contains 135939 members 
Mstep: Class 12 contains 66859 members 
Mstep: Class 13 contains 177081 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18816 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158179 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156105 members 
Mstep: Class 23 contains 34660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367248.000000 Penalty: 73593.648438
Iteration 200F: 22 clusters Score -1.803672e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148203 members 
Mstep: Class 5 contains 104136 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143630 members 
Mstep: Class 10 contains 63054 members 
Mstep: Class 11 contains 135946 members 
Mstep: Class 12 contains 66875 members 
Mstep: Class 13 contains 177091 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18817 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158219 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156074 members 
Mstep: Class 23 contains 34666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367200.000000 Penalty: 73593.648438
Iteration 201Q: 22 clusters Score -1.803672e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148229 members 
Mstep: Class 5 contains 104150 members 
Mstep: Class 6 contains 9071 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143638 members 
Mstep: Class 10 contains 63052 members 
Mstep: Class 11 contains 135955 members 
Mstep: Class 12 contains 66901 members 
Mstep: Class 13 contains 177104 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158245 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156032 members 
Mstep: Class 23 contains 34671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367264.000000 Penalty: 73593.648438
Iteration 202Q: 22 clusters Score -1.803673e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148246 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143649 members 
Mstep: Class 10 contains 63043 members 
Mstep: Class 11 contains 135955 members 
Mstep: Class 12 contains 66917 members 
Mstep: Class 13 contains 177108 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18819 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158287 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 156006 members 
Mstep: Class 23 contains 34676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367040.000000 Penalty: 73593.648438
Iteration 203Q: 22 clusters Score -1.80367e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140066 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148261 members 
Mstep: Class 5 contains 104155 members 
Mstep: Class 6 contains 9071 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143661 members 
Mstep: Class 10 contains 63041 members 
Mstep: Class 11 contains 135959 members 
Mstep: Class 12 contains 66934 members 
Mstep: Class 13 contains 177118 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158312 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 155978 members 
Mstep: Class 23 contains 34681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366944.000000 Penalty: 73593.648438
Iteration 204Q: 22 clusters Score -1.803669e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148284 members 
Mstep: Class 5 contains 104153 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143665 members 
Mstep: Class 10 contains 63041 members 
Mstep: Class 11 contains 135976 members 
Mstep: Class 12 contains 66956 members 
Mstep: Class 13 contains 177124 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158334 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 155944 members 
Mstep: Class 23 contains 34687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366912.000000 Penalty: 73593.648438
Iteration 205Q: 22 clusters Score -1.803669e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148300 members 
Mstep: Class 5 contains 104158 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143679 members 
Mstep: Class 10 contains 63037 members 
Mstep: Class 11 contains 136000 members 
Mstep: Class 12 contains 66976 members 
Mstep: Class 13 contains 177131 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158343 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 155927 members 
Mstep: Class 23 contains 34694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366800.000000 Penalty: 73593.648438
Iteration 206Q: 22 clusters Score -1.803668e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148331 members 
Mstep: Class 5 contains 104161 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143697 members 
Mstep: Class 10 contains 63034 members 
Mstep: Class 11 contains 136014 members 
Mstep: Class 12 contains 67003 members 
Mstep: Class 13 contains 177146 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158349 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 155905 members 
Mstep: Class 23 contains 34696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366608.000000 Penalty: 73593.648438
Iteration 207Q: 22 clusters Score -1.803666e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148330 members 
Mstep: Class 5 contains 104167 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143711 members 
Mstep: Class 10 contains 63031 members 
Mstep: Class 11 contains 136029 members 
Mstep: Class 12 contains 67028 members 
Mstep: Class 13 contains 177152 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158329 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 155918 members 
Mstep: Class 23 contains 34700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 208Q: 22 clusters Score -1.803664e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148351 members 
Mstep: Class 5 contains 104173 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143718 members 
Mstep: Class 10 contains 63033 members 
Mstep: Class 11 contains 136023 members 
Mstep: Class 12 contains 67048 members 
Mstep: Class 13 contains 177144 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158320 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 155964 members 
Mstep: Class 23 contains 34702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366576.000000 Penalty: 73593.648438
Iteration 209Q: 22 clusters Score -1.803666e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139607 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104183 members 
Mstep: Class 6 contains 9068 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143723 members 
Mstep: Class 10 contains 63033 members 
Mstep: Class 11 contains 136018 members 
Mstep: Class 12 contains 67072 members 
Mstep: Class 13 contains 177141 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18823 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158313 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 156004 members 
Mstep: Class 23 contains 34705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366496.000000 Penalty: 73593.648438
Iteration 210Q: 22 clusters Score -1.803665e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139543 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148394 members 
Mstep: Class 5 contains 104179 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143728 members 
Mstep: Class 10 contains 63033 members 
Mstep: Class 11 contains 136024 members 
Mstep: Class 12 contains 67088 members 
Mstep: Class 13 contains 177149 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18823 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158309 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 156006 members 
Mstep: Class 23 contains 34715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 211Q: 22 clusters Score -1.803664e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148415 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143733 members 
Mstep: Class 10 contains 63031 members 
Mstep: Class 11 contains 136032 members 
Mstep: Class 12 contains 67098 members 
Mstep: Class 13 contains 177166 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18822 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158307 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 156009 members 
Mstep: Class 23 contains 34722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366624.000000 Penalty: 73593.648438
Iteration 212Q: 22 clusters Score -1.803666e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148426 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9073 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143733 members 
Mstep: Class 10 contains 63033 members 
Mstep: Class 11 contains 136027 members 
Mstep: Class 12 contains 67117 members 
Mstep: Class 13 contains 177166 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18821 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158301 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 156018 members 
Mstep: Class 23 contains 34728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366672.000000 Penalty: 73593.648438
Iteration 213Q: 22 clusters Score -1.803667e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139419 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148438 members 
Mstep: Class 5 contains 104166 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143735 members 
Mstep: Class 10 contains 63033 members 
Mstep: Class 11 contains 136022 members 
Mstep: Class 12 contains 67134 members 
Mstep: Class 13 contains 177173 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18821 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158298 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 156013 members 
Mstep: Class 23 contains 34732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366608.000000 Penalty: 73593.648438
Iteration 214Q: 22 clusters Score -1.803666e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148443 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9085 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143731 members 
Mstep: Class 10 contains 63031 members 
Mstep: Class 11 contains 136033 members 
Mstep: Class 12 contains 67150 members 
Mstep: Class 13 contains 177179 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18820 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 158315 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 155982 members 
Mstep: Class 23 contains 34733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366800.000000 Penalty: 73593.648438
Iteration 215Q: 22 clusters Score -1.803668e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148448 members 
Mstep: Class 5 contains 104179 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143736 members 
Mstep: Class 10 contains 63029 members 
Mstep: Class 11 contains 136023 members 
Mstep: Class 12 contains 67171 members 
Mstep: Class 13 contains 177182 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18822 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 158337 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 155967 members 
Mstep: Class 23 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366896.000000 Penalty: 73593.648438
Iteration 216Q: 22 clusters Score -1.803669e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139336 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148456 members 
Mstep: Class 5 contains 104173 members 
Mstep: Class 6 contains 9082 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143728 members 
Mstep: Class 10 contains 63029 members 
Mstep: Class 11 contains 136012 members 
Mstep: Class 12 contains 67191 members 
Mstep: Class 13 contains 177175 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 19 contains 789 members 
Mstep: Class 20 contains 158345 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 155973 members 
Mstep: Class 23 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366800.000000 Penalty: 73593.648438
Iteration 217Q: 22 clusters Score -1.803668e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104167 members 
Mstep: Class 6 contains 9080 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143730 members 
Mstep: Class 10 contains 63027 members 
Mstep: Class 11 contains 135997 members 
Mstep: Class 12 contains 67203 members 
Mstep: Class 13 contains 177163 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158362 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155989 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366560.000000 Penalty: 73593.648438
Iteration 218Q: 22 clusters Score -1.803666e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139258 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148472 members 
Mstep: Class 5 contains 104165 members 
Mstep: Class 6 contains 9084 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143737 members 
Mstep: Class 10 contains 63022 members 
Mstep: Class 11 contains 135995 members 
Mstep: Class 12 contains 67215 members 
Mstep: Class 13 contains 177157 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158377 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156006 members 
Mstep: Class 23 contains 34744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366528.000000 Penalty: 73593.648438
Iteration 219Q: 22 clusters Score -1.803665e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139211 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148472 members 
Mstep: Class 5 contains 104170 members 
Mstep: Class 6 contains 9093 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143751 members 
Mstep: Class 10 contains 63019 members 
Mstep: Class 11 contains 135991 members 
Mstep: Class 12 contains 67223 members 
Mstep: Class 13 contains 177139 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158390 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156027 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366320.000000 Penalty: 73593.648438
Iteration 220F: 22 clusters Score -1.803663e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139184 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148471 members 
Mstep: Class 5 contains 104161 members 
Mstep: Class 6 contains 9094 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143770 members 
Mstep: Class 10 contains 63010 members 
Mstep: Class 11 contains 135991 members 
Mstep: Class 12 contains 67228 members 
Mstep: Class 13 contains 177130 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158416 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156036 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366304.000000 Penalty: 73593.648438
Iteration 221Q: 22 clusters Score -1.803663e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148458 members 
Mstep: Class 5 contains 104163 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143782 members 
Mstep: Class 10 contains 63004 members 
Mstep: Class 11 contains 135993 members 
Mstep: Class 12 contains 67230 members 
Mstep: Class 13 contains 177139 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158452 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156025 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366304.000000 Penalty: 73593.648438
Iteration 222Q: 22 clusters Score -1.803663e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139123 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148461 members 
Mstep: Class 5 contains 104164 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143784 members 
Mstep: Class 10 contains 63001 members 
Mstep: Class 11 contains 135991 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177135 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158484 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156016 members 
Mstep: Class 23 contains 34742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 223Q: 22 clusters Score -1.803663e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148458 members 
Mstep: Class 5 contains 104161 members 
Mstep: Class 6 contains 9090 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143797 members 
Mstep: Class 10 contains 62995 members 
Mstep: Class 11 contains 135996 members 
Mstep: Class 12 contains 67235 members 
Mstep: Class 13 contains 177132 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158512 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155992 members 
Mstep: Class 23 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 224Q: 22 clusters Score -1.803663e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148448 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143805 members 
Mstep: Class 10 contains 62994 members 
Mstep: Class 11 contains 135988 members 
Mstep: Class 12 contains 67235 members 
Mstep: Class 13 contains 177141 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158543 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155978 members 
Mstep: Class 23 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 225Q: 22 clusters Score -1.803663e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148439 members 
Mstep: Class 5 contains 104146 members 
Mstep: Class 6 contains 9094 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62995 members 
Mstep: Class 11 contains 135984 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177143 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155955 members 
Mstep: Class 23 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 73593.648438
Iteration 226Q: 22 clusters Score -1.803663e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139115 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148430 members 
Mstep: Class 5 contains 104141 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143821 members 
Mstep: Class 10 contains 63000 members 
Mstep: Class 11 contains 135980 members 
Mstep: Class 12 contains 67228 members 
Mstep: Class 13 contains 177148 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158580 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155948 members 
Mstep: Class 23 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366272.000000 Penalty: 73593.648438
Iteration 227Q: 22 clusters Score -1.803663e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148438 members 
Mstep: Class 5 contains 104144 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143815 members 
Mstep: Class 10 contains 62997 members 
Mstep: Class 11 contains 135971 members 
Mstep: Class 12 contains 67223 members 
Mstep: Class 13 contains 177150 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158598 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155956 members 
Mstep: Class 23 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 228Q: 22 clusters Score -1.803664e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148444 members 
Mstep: Class 5 contains 104142 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143804 members 
Mstep: Class 10 contains 62993 members 
Mstep: Class 11 contains 135974 members 
Mstep: Class 12 contains 67216 members 
Mstep: Class 13 contains 177153 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158606 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155969 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366352.000000 Penalty: 73593.648438
Iteration 229Q: 22 clusters Score -1.803664e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104145 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143799 members 
Mstep: Class 10 contains 62988 members 
Mstep: Class 11 contains 135964 members 
Mstep: Class 12 contains 67218 members 
Mstep: Class 13 contains 177148 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158612 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155981 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366304.000000 Penalty: 73593.648438
Iteration 230Q: 22 clusters Score -1.803663e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104144 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143798 members 
Mstep: Class 10 contains 62988 members 
Mstep: Class 11 contains 135954 members 
Mstep: Class 12 contains 67223 members 
Mstep: Class 13 contains 177127 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158616 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155998 members 
Mstep: Class 23 contains 34744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366176.000000 Penalty: 73593.648438
Iteration 231Q: 22 clusters Score -1.803662e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148444 members 
Mstep: Class 5 contains 104142 members 
Mstep: Class 6 contains 9130 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143798 members 
Mstep: Class 10 contains 62988 members 
Mstep: Class 11 contains 135939 members 
Mstep: Class 12 contains 67224 members 
Mstep: Class 13 contains 177119 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158621 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156014 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366272.000000 Penalty: 73593.648438
Iteration 232Q: 22 clusters Score -1.803663e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148444 members 
Mstep: Class 5 contains 104143 members 
Mstep: Class 6 contains 9132 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62986 members 
Mstep: Class 11 contains 135934 members 
Mstep: Class 12 contains 67227 members 
Mstep: Class 13 contains 177111 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158637 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366304.000000 Penalty: 73593.648438
Iteration 233Q: 22 clusters Score -1.803663e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148440 members 
Mstep: Class 5 contains 104141 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62989 members 
Mstep: Class 11 contains 135916 members 
Mstep: Class 12 contains 67223 members 
Mstep: Class 13 contains 177105 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158648 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156009 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 234Q: 22 clusters Score -1.803664e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139076 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148430 members 
Mstep: Class 5 contains 104140 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143811 members 
Mstep: Class 10 contains 62991 members 
Mstep: Class 11 contains 135901 members 
Mstep: Class 12 contains 67228 members 
Mstep: Class 13 contains 177091 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158669 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156000 members 
Mstep: Class 23 contains 34753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366320.000000 Penalty: 73593.648438
Iteration 235Q: 22 clusters Score -1.803663e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139070 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148430 members 
Mstep: Class 5 contains 104141 members 
Mstep: Class 6 contains 9150 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143812 members 
Mstep: Class 10 contains 62985 members 
Mstep: Class 11 contains 135889 members 
Mstep: Class 12 contains 67227 members 
Mstep: Class 13 contains 177086 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158690 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156004 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366288.000000 Penalty: 73593.648438
Iteration 236Q: 22 clusters Score -1.803663e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139063 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148420 members 
Mstep: Class 5 contains 104146 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62983 members 
Mstep: Class 11 contains 135878 members 
Mstep: Class 12 contains 67229 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158720 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155999 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366112.000000 Penalty: 73593.648438
Iteration 237Q: 22 clusters Score -1.803661e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148419 members 
Mstep: Class 5 contains 104151 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143810 members 
Mstep: Class 10 contains 62973 members 
Mstep: Class 11 contains 135875 members 
Mstep: Class 12 contains 67230 members 
Mstep: Class 13 contains 177078 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158745 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155997 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366208.000000 Penalty: 73593.648438
Iteration 238Q: 22 clusters Score -1.803662e+08 nChanged 184
Entering ConstructFrom: 
Score: -180366208.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (139049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139049 members 
Entering Unmasked Estep 
Score: -18722070.000000 Penalty: 2936.960205
	Iteration 0F: 2 clusters Score -1.872207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -18629226.000000 Penalty: 5873.920410
	Iteration 0F: 3 clusters Score -1.862923e+07 nChanged 66259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -18668428.000000 Penalty: 5873.920410
	Iteration 1F: 3 clusters Score -1.866843e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -18669648.000000 Penalty: 5873.920410
	Iteration 2Q: 3 clusters Score -1.866965e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -18671212.000000 Penalty: 5873.920410
	Iteration 3Q: 3 clusters Score -1.867121e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -18673362.000000 Penalty: 5873.920410
	Iteration 4Q: 3 clusters Score -1.867336e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -18676082.000000 Penalty: 5873.920410
	Iteration 5Q: 3 clusters Score -1.867608e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -18679654.000000 Penalty: 5873.920410
	Iteration 6Q: 3 clusters Score -1.867965e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -18684456.000000 Penalty: 5873.920410
	Iteration 7F: 3 clusters Score -1.868446e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -18689948.000000 Penalty: 5873.920410
	Iteration 8F: 3 clusters Score -1.868995e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -18695356.000000 Penalty: 5873.920410
	Iteration 9F: 3 clusters Score -1.869536e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -18700062.000000 Penalty: 5873.920410
	Iteration 10Q: 3 clusters Score -1.870006e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -18704012.000000 Penalty: 5873.920410
	Iteration 11Q: 3 clusters Score -1.870401e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -18707326.000000 Penalty: 5873.920410
	Iteration 12Q: 3 clusters Score -1.870733e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -18709904.000000 Penalty: 5873.920410
	Iteration 13Q: 3 clusters Score -1.87099e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -18712310.000000 Penalty: 5873.920410
	Iteration 14Q: 3 clusters Score -1.871231e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -18714396.000000 Penalty: 5873.920410
	Iteration 15Q: 3 clusters Score -1.87144e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -18716106.000000 Penalty: 5873.920410
	Iteration 16Q: 3 clusters Score -1.871611e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
Score: -18717412.000000 Penalty: 5873.920410
	Iteration 17Q: 3 clusters Score -1.871741e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -18718282.000000 Penalty: 5873.920410
	Iteration 18Q: 3 clusters Score -1.871828e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 137104 members 
Entering Unmasked Estep 
Score: -18718838.000000 Penalty: 5873.920410
	Iteration 19Q: 3 clusters Score -1.871884e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -18719184.000000 Penalty: 5873.920410
	Iteration 20F: 3 clusters Score -1.871918e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 137774 members 
Entering Unmasked Estep 
Score: -18719372.000000 Penalty: 5873.920410
	Iteration 21Q: 3 clusters Score -1.871937e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -18719494.000000 Penalty: 5873.920410
	Iteration 22Q: 3 clusters Score -1.871949e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 138031 members 
Entering Unmasked Estep 
Score: -18719612.000000 Penalty: 5873.920410
	Iteration 23Q: 3 clusters Score -1.871961e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 138099 members 
Entering Unmasked Estep 
Score: -18719672.000000 Penalty: 5873.920410
	Iteration 24Q: 3 clusters Score -1.871967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 138126 members 
Entering Unmasked Estep 
Score: -18719726.000000 Penalty: 5873.920410
	Iteration 25Q: 3 clusters Score -1.871973e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 138150 members 
Entering Unmasked Estep 
Score: -18719770.000000 Penalty: 5873.920410
	Iteration 26Q: 3 clusters Score -1.871977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 138164 members 
Entering Unmasked Estep 
Score: -18719778.000000 Penalty: 5873.920410
	Iteration 27Q: 3 clusters Score -1.871978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 138177 members 
Entering Unmasked Estep 
Score: -18719802.000000 Penalty: 5873.920410
	Iteration 28Q: 3 clusters Score -1.87198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 138191 members 
Entering Unmasked Estep 
Score: -18719806.000000 Penalty: 5873.920410
	Iteration 29Q: 3 clusters Score -1.871981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 138200 members 
Entering Unmasked Estep 
Score: -18719836.000000 Penalty: 5873.920410
	Iteration 30Q: 3 clusters Score -1.871984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -18719838.000000 Penalty: 5873.920410
	Iteration 31Q: 3 clusters Score -1.871984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -18719864.000000 Penalty: 5873.920410
	Iteration 32Q: 3 clusters Score -1.871986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 138222 members 
Entering Unmasked Estep 
Score: -18719858.000000 Penalty: 5873.920410
	Iteration 33Q: 3 clusters Score -1.871986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -18719878.000000 Penalty: 5873.920410
	Iteration 34Q: 3 clusters Score -1.871988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 138227 members 
Entering Unmasked Estep 
Score: -18719884.000000 Penalty: 5873.920410
	Iteration 35Q: 3 clusters Score -1.871988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -18719884.000000 Penalty: 5873.920410
	Iteration 36Q: 3 clusters Score -1.871988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 138235 members 
Entering Unmasked Estep 
Score: -18719890.000000 Penalty: 5873.920410
	Iteration 37Q: 3 clusters Score -1.871989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 138244 members 
Entering Unmasked Estep 
Score: -18719916.000000 Penalty: 5873.920410
	Iteration 38Q: 3 clusters Score -1.871992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 138252 members 
Entering Unmasked Estep 
Score: -18719918.000000 Penalty: 5873.920410
	Iteration 39Q: 3 clusters Score -1.871992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -18719918.000000 Penalty: 5873.920410
	Iteration 40F: 3 clusters Score -1.871992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -18719944.000000 Penalty: 5873.920410
	Iteration 41Q: 3 clusters Score -1.871994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -18719948.000000 Penalty: 5873.920410
	Iteration 42Q: 3 clusters Score -1.871995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -18719966.000000 Penalty: 5873.920410
	Iteration 43Q: 3 clusters Score -1.871997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -18719956.000000 Penalty: 5873.920410
	Iteration 44Q: 3 clusters Score -1.871996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 138249 members 
Entering Unmasked Estep 
Score: -18719952.000000 Penalty: 5873.920410
	Iteration 45Q: 3 clusters Score -1.871995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -18719950.000000 Penalty: 5873.920410
	Iteration 46Q: 3 clusters Score -1.871995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 138249 members 
Entering Unmasked Estep 
Score: -18719948.000000 Penalty: 5873.920410
	Iteration 47Q: 3 clusters Score -1.871995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -18719956.000000 Penalty: 5873.920410
	Iteration 48Q: 3 clusters Score -1.871996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -18719958.000000 Penalty: 5873.920410
	Iteration 49Q: 3 clusters Score -1.871996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -18719948.000000 Penalty: 5873.920410
	Iteration 50Q: 3 clusters Score -1.871995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -18719948.000000 Penalty: 5873.920410
	Iteration 51Q: 3 clusters Score -1.871995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 138243 members 
Entering Unmasked Estep 
Score: -18719956.000000 Penalty: 5873.920410
	Iteration 52Q: 3 clusters Score -1.871996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -18719950.000000 Penalty: 5873.920410
	Iteration 53Q: 3 clusters Score -1.871995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -18719964.000000 Penalty: 5873.920410
	Iteration 54Q: 3 clusters Score -1.871996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -18719964.000000 Penalty: 5873.920410
	Iteration 55F: 3 clusters Score -1.871996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131885.156250 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131885.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132264.921875 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132264.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132443.125000 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -132443.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132527.906250 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -132527.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132610.890625 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -132610.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132733.875000 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -132733.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -132916.828125 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -132916.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133050.890625 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -133050.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133175.765625 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -133175.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133345.078125 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -133345.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133542.328125 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -133542.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133759.437500 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -133759.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133945.984375 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -133946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134072.093750 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134085.968750 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134089.125000 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -134089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134089.718750 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -134089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134089.718750 Penalty: 3473.971191
	Iteration 17F: 3 clusters Score -134089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62967 members 
Mstep: Class 11 contains 135870 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
Score: -180364848.000000 Penalty: 77098.109375
Splitting cluster 2 changes total score from -180366208.000000 to -180364848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104445.562500 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104445.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105471.078125 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -105471.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106762.531250 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106762.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -107302.953125 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -107303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107535.789062 Penalty: 3391.317139
	Iteration 4F: 3 clusters Score -107535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -107589.898438 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -107589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107607.679688 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -107607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107614.835938 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -107614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -107628.742188 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -107635.843750 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107653.773438 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107671.976562 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -107672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107687.250000 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -107687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107690.804688 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -107690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107690.804688 Penalty: 3391.317139
	Iteration 14F: 3 clusters Score -107690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 143 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62967 members 
Mstep: Class 11 contains 135870 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
Score: -180366192.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180366208.000000 to -180366192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (148403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Entering Unmasked Estep 
Score: -20047898.000000 Penalty: 2953.106445
	Iteration 0F: 2 clusters Score -2.00479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -19949136.000000 Penalty: 5906.212891
	Iteration 0F: 3 clusters Score -1.994914e+07 nChanged 70878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -19991056.000000 Penalty: 5906.212891
	Iteration 1F: 3 clusters Score -1.999106e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -19992604.000000 Penalty: 5906.212891
	Iteration 2Q: 3 clusters Score -1.99926e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -19994620.000000 Penalty: 5906.212891
	Iteration 3Q: 3 clusters Score -1.999462e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -19997250.000000 Penalty: 5906.212891
	Iteration 4Q: 3 clusters Score -1.999725e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -20000958.000000 Penalty: 5906.212891
	Iteration 5Q: 3 clusters Score -2.000096e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -20006394.000000 Penalty: 5906.212891
	Iteration 6F: 3 clusters Score -2.000639e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -20013340.000000 Penalty: 5906.212891
	Iteration 7F: 3 clusters Score -2.001334e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -20020698.000000 Penalty: 5906.212891
	Iteration 8F: 3 clusters Score -2.00207e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -20025804.000000 Penalty: 5906.212891
	Iteration 9F: 3 clusters Score -2.00258e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -20028392.000000 Penalty: 5906.212891
	Iteration 10Q: 3 clusters Score -2.002839e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -20029618.000000 Penalty: 5906.212891
	Iteration 11Q: 3 clusters Score -2.002962e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -20030540.000000 Penalty: 5906.212891
	Iteration 12Q: 3 clusters Score -2.003054e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -20031110.000000 Penalty: 5906.212891
	Iteration 13Q: 3 clusters Score -2.003111e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -20031686.000000 Penalty: 5906.212891
	Iteration 14Q: 3 clusters Score -2.003169e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -20032214.000000 Penalty: 5906.212891
	Iteration 15Q: 3 clusters Score -2.003221e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -20032718.000000 Penalty: 5906.212891
	Iteration 16Q: 3 clusters Score -2.003272e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -20033322.000000 Penalty: 5906.212891
	Iteration 17Q: 3 clusters Score -2.003332e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -20033828.000000 Penalty: 5906.212891
	Iteration 18Q: 3 clusters Score -2.003383e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -20034414.000000 Penalty: 5906.212891
	Iteration 19Q: 3 clusters Score -2.003441e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -20034912.000000 Penalty: 5906.212891
	Iteration 20F: 3 clusters Score -2.003491e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -20035636.000000 Penalty: 5906.212891
	Iteration 21Q: 3 clusters Score -2.003564e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -20036188.000000 Penalty: 5906.212891
	Iteration 22Q: 3 clusters Score -2.003619e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -20036910.000000 Penalty: 5906.212891
	Iteration 23Q: 3 clusters Score -2.003691e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -20037526.000000 Penalty: 5906.212891
	Iteration 24Q: 3 clusters Score -2.003753e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -20038254.000000 Penalty: 5906.212891
	Iteration 25Q: 3 clusters Score -2.003825e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 129049 members 
Entering Unmasked Estep 
Score: -20038832.000000 Penalty: 5906.212891
	Iteration 26Q: 3 clusters Score -2.003883e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -20039580.000000 Penalty: 5906.212891
	Iteration 27Q: 3 clusters Score -2.003958e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -20040166.000000 Penalty: 5906.212891
	Iteration 28Q: 3 clusters Score -2.004017e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -20040678.000000 Penalty: 5906.212891
	Iteration 29Q: 3 clusters Score -2.004068e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 135588 members 
Entering Unmasked Estep 
Score: -20041240.000000 Penalty: 5906.212891
	Iteration 30Q: 3 clusters Score -2.004124e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -20041792.000000 Penalty: 5906.212891
	Iteration 31Q: 3 clusters Score -2.004179e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 138311 members 
Entering Unmasked Estep 
Score: -20042254.000000 Penalty: 5906.212891
	Iteration 32Q: 3 clusters Score -2.004225e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -20042748.000000 Penalty: 5906.212891
	Iteration 33Q: 3 clusters Score -2.004275e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -20043070.000000 Penalty: 5906.212891
	Iteration 34Q: 3 clusters Score -2.004307e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -20043402.000000 Penalty: 5906.212891
	Iteration 35Q: 3 clusters Score -2.00434e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -20043694.000000 Penalty: 5906.212891
	Iteration 36Q: 3 clusters Score -2.004369e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -20043950.000000 Penalty: 5906.212891
	Iteration 37Q: 3 clusters Score -2.004395e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -20044156.000000 Penalty: 5906.212891
	Iteration 38Q: 3 clusters Score -2.004416e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -20044370.000000 Penalty: 5906.212891
	Iteration 39Q: 3 clusters Score -2.004437e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -20044526.000000 Penalty: 5906.212891
	Iteration 40F: 3 clusters Score -2.004453e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -20044676.000000 Penalty: 5906.212891
	Iteration 41Q: 3 clusters Score -2.004468e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -20044780.000000 Penalty: 5906.212891
	Iteration 42Q: 3 clusters Score -2.004478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 145651 members 
Entering Unmasked Estep 
Score: -20044886.000000 Penalty: 5906.212891
	Iteration 43Q: 3 clusters Score -2.004489e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 145844 members 
Entering Unmasked Estep 
Score: -20044964.000000 Penalty: 5906.212891
	Iteration 44Q: 3 clusters Score -2.004496e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 146019 members 
Entering Unmasked Estep 
Score: -20045010.000000 Penalty: 5906.212891
	Iteration 45Q: 3 clusters Score -2.004501e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 146186 members 
Entering Unmasked Estep 
Score: -20045076.000000 Penalty: 5906.212891
	Iteration 46Q: 3 clusters Score -2.004508e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -20045134.000000 Penalty: 5906.212891
	Iteration 47Q: 3 clusters Score -2.004513e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -20045224.000000 Penalty: 5906.212891
	Iteration 48Q: 3 clusters Score -2.004522e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -20045256.000000 Penalty: 5906.212891
	Iteration 49Q: 3 clusters Score -2.004526e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -20045268.000000 Penalty: 5906.212891
	Iteration 50Q: 3 clusters Score -2.004527e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 146699 members 
Entering Unmasked Estep 
Score: -20045288.000000 Penalty: 5906.212891
	Iteration 51Q: 3 clusters Score -2.004529e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 146761 members 
Entering Unmasked Estep 
Score: -20045328.000000 Penalty: 5906.212891
	Iteration 52Q: 3 clusters Score -2.004533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 146809 members 
Entering Unmasked Estep 
Score: -20045348.000000 Penalty: 5906.212891
	Iteration 53Q: 3 clusters Score -2.004535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 146850 members 
Entering Unmasked Estep 
Score: -20045376.000000 Penalty: 5906.212891
	Iteration 54Q: 3 clusters Score -2.004538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -20045378.000000 Penalty: 5906.212891
	Iteration 55Q: 3 clusters Score -2.004538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 146922 members 
Entering Unmasked Estep 
Score: -20045396.000000 Penalty: 5906.212891
	Iteration 56Q: 3 clusters Score -2.00454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -20045422.000000 Penalty: 5906.212891
	Iteration 57Q: 3 clusters Score -2.004542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -20045412.000000 Penalty: 5906.212891
	Iteration 58Q: 3 clusters Score -2.004541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -20045418.000000 Penalty: 5906.212891
	Iteration 59Q: 3 clusters Score -2.004542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -20045426.000000 Penalty: 5906.212891
	Iteration 60F: 3 clusters Score -2.004543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -20045450.000000 Penalty: 5906.212891
	Iteration 61Q: 3 clusters Score -2.004545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -20045444.000000 Penalty: 5906.212891
	Iteration 62Q: 3 clusters Score -2.004544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -20045448.000000 Penalty: 5906.212891
	Iteration 63Q: 3 clusters Score -2.004545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -20045448.000000 Penalty: 5906.212891
	Iteration 64Q: 3 clusters Score -2.004545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -20045442.000000 Penalty: 5906.212891
	Iteration 65Q: 3 clusters Score -2.004544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -20045426.000000 Penalty: 5906.212891
	Iteration 66Q: 3 clusters Score -2.004543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 147072 members 
Entering Unmasked Estep 
Score: -20045456.000000 Penalty: 5906.212891
	Iteration 67Q: 3 clusters Score -2.004546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -20045446.000000 Penalty: 5906.212891
	Iteration 68Q: 3 clusters Score -2.004545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -20045444.000000 Penalty: 5906.212891
	Iteration 69Q: 3 clusters Score -2.004544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -20045438.000000 Penalty: 5906.212891
	Iteration 70Q: 3 clusters Score -2.004544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -20045448.000000 Penalty: 5906.212891
	Iteration 71Q: 3 clusters Score -2.004545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 72Q: 3 clusters Score -2.004544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -20045442.000000 Penalty: 5906.212891
	Iteration 73Q: 3 clusters Score -2.004544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 147097 members 
Entering Unmasked Estep 
Score: -20045444.000000 Penalty: 5906.212891
	Iteration 74Q: 3 clusters Score -2.004544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -20045440.000000 Penalty: 5906.212891
	Iteration 75Q: 3 clusters Score -2.004544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -20045438.000000 Penalty: 5906.212891
	Iteration 76Q: 3 clusters Score -2.004544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -20045434.000000 Penalty: 5906.212891
	Iteration 77Q: 3 clusters Score -2.004543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -20045424.000000 Penalty: 5906.212891
	Iteration 78Q: 3 clusters Score -2.004542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -20045434.000000 Penalty: 5906.212891
	Iteration 79Q: 3 clusters Score -2.004543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -20045438.000000 Penalty: 5906.212891
	Iteration 80F: 3 clusters Score -2.004544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -20045440.000000 Penalty: 5906.212891
	Iteration 81Q: 3 clusters Score -2.004544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -20045434.000000 Penalty: 5906.212891
	Iteration 82Q: 3 clusters Score -2.004543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -20045440.000000 Penalty: 5906.212891
	Iteration 83Q: 3 clusters Score -2.004544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 147115 members 
Entering Unmasked Estep 
Score: -20045434.000000 Penalty: 5906.212891
	Iteration 84Q: 3 clusters Score -2.004543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 147118 members 
Entering Unmasked Estep 
Score: -20045438.000000 Penalty: 5906.212891
	Iteration 85Q: 3 clusters Score -2.004544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 147122 members 
Entering Unmasked Estep 
Score: -20045432.000000 Penalty: 5906.212891
	Iteration 86Q: 3 clusters Score -2.004543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -20045426.000000 Penalty: 5906.212891
	Iteration 87Q: 3 clusters Score -2.004543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -20045424.000000 Penalty: 5906.212891
	Iteration 88Q: 3 clusters Score -2.004542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 89Q: 3 clusters Score -2.004544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 90Q: 3 clusters Score -2.004544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 91Q: 3 clusters Score -2.004544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -20045430.000000 Penalty: 5906.212891
	Iteration 92Q: 3 clusters Score -2.004543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -20045434.000000 Penalty: 5906.212891
	Iteration 93Q: 3 clusters Score -2.004543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -20045440.000000 Penalty: 5906.212891
	Iteration 94Q: 3 clusters Score -2.004544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -20045442.000000 Penalty: 5906.212891
	Iteration 95Q: 3 clusters Score -2.004544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 96Q: 3 clusters Score -2.004544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -20045436.000000 Penalty: 5906.212891
	Iteration 97F: 3 clusters Score -2.004544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Entering Unmasked Estep 
Score: -14073019.000000 Penalty: 2865.294434
	Iteration 0F: 2 clusters Score -1.407302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -14003408.000000 Penalty: 5730.588867
	Iteration 0F: 3 clusters Score -1.400341e+07 nChanged 49204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -14031812.000000 Penalty: 5730.588867
	Iteration 1F: 3 clusters Score -1.403181e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -14032647.000000 Penalty: 5730.588867
	Iteration 2Q: 3 clusters Score -1.403265e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -14033631.000000 Penalty: 5730.588867
	Iteration 3Q: 3 clusters Score -1.403363e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -14034731.000000 Penalty: 5730.588867
	Iteration 4Q: 3 clusters Score -1.403473e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -14035984.000000 Penalty: 5730.588867
	Iteration 5Q: 3 clusters Score -1.403598e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -14037389.000000 Penalty: 5730.588867
	Iteration 6Q: 3 clusters Score -1.403739e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -14038936.000000 Penalty: 5730.588867
	Iteration 7Q: 3 clusters Score -1.403894e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -14040592.000000 Penalty: 5730.588867
	Iteration 8Q: 3 clusters Score -1.404059e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -14042384.000000 Penalty: 5730.588867
	Iteration 9Q: 3 clusters Score -1.404238e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -14044565.000000 Penalty: 5730.588867
	Iteration 10Q: 3 clusters Score -1.404456e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -14047118.000000 Penalty: 5730.588867
	Iteration 11Q: 3 clusters Score -1.404712e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -14050252.000000 Penalty: 5730.588867
	Iteration 12Q: 3 clusters Score -1.405025e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -14053026.000000 Penalty: 5730.588867
	Iteration 13Q: 3 clusters Score -1.405303e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -14055029.000000 Penalty: 5730.588867
	Iteration 14Q: 3 clusters Score -1.405503e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -14056082.000000 Penalty: 5730.588867
	Iteration 15Q: 3 clusters Score -1.405608e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -14056723.000000 Penalty: 5730.588867
	Iteration 16Q: 3 clusters Score -1.405672e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -14057192.000000 Penalty: 5730.588867
	Iteration 17Q: 3 clusters Score -1.405719e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -14057586.000000 Penalty: 5730.588867
	Iteration 18Q: 3 clusters Score -1.405759e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -14057990.000000 Penalty: 5730.588867
	Iteration 19Q: 3 clusters Score -1.405799e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -14058383.000000 Penalty: 5730.588867
	Iteration 20F: 3 clusters Score -1.405838e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -14058716.000000 Penalty: 5730.588867
	Iteration 21Q: 3 clusters Score -1.405872e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -14059006.000000 Penalty: 5730.588867
	Iteration 22Q: 3 clusters Score -1.405901e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -14059333.000000 Penalty: 5730.588867
	Iteration 23Q: 3 clusters Score -1.405933e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -14059551.000000 Penalty: 5730.588867
	Iteration 24Q: 3 clusters Score -1.405955e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -14059787.000000 Penalty: 5730.588867
	Iteration 25Q: 3 clusters Score -1.405979e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -14060048.000000 Penalty: 5730.588867
	Iteration 26Q: 3 clusters Score -1.406005e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -14060208.000000 Penalty: 5730.588867
	Iteration 27Q: 3 clusters Score -1.406021e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -14060398.000000 Penalty: 5730.588867
	Iteration 28Q: 3 clusters Score -1.40604e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -14060569.000000 Penalty: 5730.588867
	Iteration 29Q: 3 clusters Score -1.406057e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -14060774.000000 Penalty: 5730.588867
	Iteration 30Q: 3 clusters Score -1.406077e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -14060985.000000 Penalty: 5730.588867
	Iteration 31Q: 3 clusters Score -1.406098e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -14061113.000000 Penalty: 5730.588867
	Iteration 32Q: 3 clusters Score -1.406111e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -14061324.000000 Penalty: 5730.588867
	Iteration 33Q: 3 clusters Score -1.406132e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -14061535.000000 Penalty: 5730.588867
	Iteration 34Q: 3 clusters Score -1.406154e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -14061847.000000 Penalty: 5730.588867
	Iteration 35Q: 3 clusters Score -1.406185e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -14062188.000000 Penalty: 5730.588867
	Iteration 36Q: 3 clusters Score -1.406219e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -14062524.000000 Penalty: 5730.588867
	Iteration 37Q: 3 clusters Score -1.406252e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -14062776.000000 Penalty: 5730.588867
	Iteration 38Q: 3 clusters Score -1.406278e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -14063133.000000 Penalty: 5730.588867
	Iteration 39Q: 3 clusters Score -1.406313e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -14063457.000000 Penalty: 5730.588867
	Iteration 40F: 3 clusters Score -1.406346e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -14063775.000000 Penalty: 5730.588867
	Iteration 41Q: 3 clusters Score -1.406378e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -14064116.000000 Penalty: 5730.588867
	Iteration 42Q: 3 clusters Score -1.406412e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -14064534.000000 Penalty: 5730.588867
	Iteration 43Q: 3 clusters Score -1.406453e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -14064819.000000 Penalty: 5730.588867
	Iteration 44Q: 3 clusters Score -1.406482e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -14065158.000000 Penalty: 5730.588867
	Iteration 45Q: 3 clusters Score -1.406516e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -14065527.000000 Penalty: 5730.588867
	Iteration 46Q: 3 clusters Score -1.406553e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -14065959.000000 Penalty: 5730.588867
	Iteration 47Q: 3 clusters Score -1.406596e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -14066344.000000 Penalty: 5730.588867
	Iteration 48Q: 3 clusters Score -1.406634e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -14066659.000000 Penalty: 5730.588867
	Iteration 49Q: 3 clusters Score -1.406666e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -14067040.000000 Penalty: 5730.588867
	Iteration 50Q: 3 clusters Score -1.406704e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -14067302.000000 Penalty: 5730.588867
	Iteration 51Q: 3 clusters Score -1.40673e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -14067669.000000 Penalty: 5730.588867
	Iteration 52Q: 3 clusters Score -1.406767e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -14067990.000000 Penalty: 5730.588867
	Iteration 53Q: 3 clusters Score -1.406799e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -14068194.000000 Penalty: 5730.588867
	Iteration 54Q: 3 clusters Score -1.406819e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -14068474.000000 Penalty: 5730.588867
	Iteration 55Q: 3 clusters Score -1.406847e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -14068693.000000 Penalty: 5730.588867
	Iteration 56Q: 3 clusters Score -1.406869e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -14068880.000000 Penalty: 5730.588867
	Iteration 57Q: 3 clusters Score -1.406888e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -14069013.000000 Penalty: 5730.588867
	Iteration 58Q: 3 clusters Score -1.406901e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -14069182.000000 Penalty: 5730.588867
	Iteration 59Q: 3 clusters Score -1.406918e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -14069328.000000 Penalty: 5730.588867
	Iteration 60F: 3 clusters Score -1.406933e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -14069501.000000 Penalty: 5730.588867
	Iteration 61Q: 3 clusters Score -1.40695e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99151 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -14069643.000000 Penalty: 5730.588867
	Iteration 62Q: 3 clusters Score -1.406964e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -14069689.000000 Penalty: 5730.588867
	Iteration 63Q: 3 clusters Score -1.406969e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -14069787.000000 Penalty: 5730.588867
	Iteration 64Q: 3 clusters Score -1.406979e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -14069941.000000 Penalty: 5730.588867
	Iteration 65Q: 3 clusters Score -1.406994e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -14069984.000000 Penalty: 5730.588867
	Iteration 66Q: 3 clusters Score -1.406998e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -14070074.000000 Penalty: 5730.588867
	Iteration 67Q: 3 clusters Score -1.407007e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14070154.000000 Penalty: 5730.588867
	Iteration 68Q: 3 clusters Score -1.407015e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -14070205.000000 Penalty: 5730.588867
	Iteration 69Q: 3 clusters Score -1.40702e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14070269.000000 Penalty: 5730.588867
	Iteration 70Q: 3 clusters Score -1.407027e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -14070292.000000 Penalty: 5730.588867
	Iteration 71Q: 3 clusters Score -1.407029e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14070349.000000 Penalty: 5730.588867
	Iteration 72Q: 3 clusters Score -1.407035e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14070439.000000 Penalty: 5730.588867
	Iteration 73Q: 3 clusters Score -1.407044e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -14070482.000000 Penalty: 5730.588867
	Iteration 74Q: 3 clusters Score -1.407048e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -14070525.000000 Penalty: 5730.588867
	Iteration 75Q: 3 clusters Score -1.407052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -14070550.000000 Penalty: 5730.588867
	Iteration 76Q: 3 clusters Score -1.407055e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -14070557.000000 Penalty: 5730.588867
	Iteration 77Q: 3 clusters Score -1.407056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14070558.000000 Penalty: 5730.588867
	Iteration 78Q: 3 clusters Score -1.407056e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -14070576.000000 Penalty: 5730.588867
	Iteration 79Q: 3 clusters Score -1.407058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -14070581.000000 Penalty: 5730.588867
	Iteration 80F: 3 clusters Score -1.407058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14070600.000000 Penalty: 5730.588867
	Iteration 81Q: 3 clusters Score -1.40706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14070602.000000 Penalty: 5730.588867
	Iteration 82Q: 3 clusters Score -1.40706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14070625.000000 Penalty: 5730.588867
	Iteration 83Q: 3 clusters Score -1.407062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102462 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14070643.000000 Penalty: 5730.588867
	Iteration 84Q: 3 clusters Score -1.407064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14070651.000000 Penalty: 5730.588867
	Iteration 85Q: 3 clusters Score -1.407065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14070656.000000 Penalty: 5730.588867
	Iteration 86Q: 3 clusters Score -1.407066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -14070671.000000 Penalty: 5730.588867
	Iteration 87Q: 3 clusters Score -1.407067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14070671.000000 Penalty: 5730.588867
	Iteration 88Q: 3 clusters Score -1.407067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14070678.000000 Penalty: 5730.588867
	Iteration 89Q: 3 clusters Score -1.407068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -14070666.000000 Penalty: 5730.588867
	Iteration 90Q: 3 clusters Score -1.407067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14070666.000000 Penalty: 5730.588867
	Iteration 91Q: 3 clusters Score -1.407067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14070680.000000 Penalty: 5730.588867
	Iteration 92Q: 3 clusters Score -1.407068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14070685.000000 Penalty: 5730.588867
	Iteration 93Q: 3 clusters Score -1.407068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14070688.000000 Penalty: 5730.588867
	Iteration 94Q: 3 clusters Score -1.407069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14070714.000000 Penalty: 5730.588867
	Iteration 95Q: 3 clusters Score -1.407071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14070714.000000 Penalty: 5730.588867
	Iteration 96Q: 3 clusters Score -1.407071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14070723.000000 Penalty: 5730.588867
	Iteration 97Q: 3 clusters Score -1.407072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -14070730.000000 Penalty: 5730.588867
	Iteration 98Q: 3 clusters Score -1.407073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14070733.000000 Penalty: 5730.588867
	Iteration 99Q: 3 clusters Score -1.407073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -14070724.000000 Penalty: 5730.588867
	Iteration 100F: 3 clusters Score -1.407072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14070735.000000 Penalty: 5730.588867
	Iteration 101Q: 3 clusters Score -1.407074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14070724.000000 Penalty: 5730.588867
	Iteration 102Q: 3 clusters Score -1.407072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14070736.000000 Penalty: 5730.588867
	Iteration 103Q: 3 clusters Score -1.407074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -14070741.000000 Penalty: 5730.588867
	Iteration 104Q: 3 clusters Score -1.407074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14070744.000000 Penalty: 5730.588867
	Iteration 105Q: 3 clusters Score -1.407074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14070748.000000 Penalty: 5730.588867
	Iteration 106Q: 3 clusters Score -1.407075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14070760.000000 Penalty: 5730.588867
	Iteration 107Q: 3 clusters Score -1.407076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14070752.000000 Penalty: 5730.588867
	Iteration 108Q: 3 clusters Score -1.407075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14070752.000000 Penalty: 5730.588867
	Iteration 109F: 3 clusters Score -1.407075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -1281295.500000 Penalty: 2262.567627
	Iteration 0F: 2 clusters Score -1281296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1274106.750000 Penalty: 4525.135254
	Iteration 0F: 3 clusters Score -1274107 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1276047.875000 Penalty: 4525.135254
	Iteration 1F: 3 clusters Score -1276048 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1276282.125000 Penalty: 4525.135254
	Iteration 2F: 3 clusters Score -1276282 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1276439.125000 Penalty: 4525.135254
	Iteration 3Q: 3 clusters Score -1276439 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1276575.750000 Penalty: 4525.135254
	Iteration 4Q: 3 clusters Score -1276576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1276695.375000 Penalty: 4525.135254
	Iteration 5Q: 3 clusters Score -1276695 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1276791.000000 Penalty: 4525.135254
	Iteration 6Q: 3 clusters Score -1276791 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1276892.625000 Penalty: 4525.135254
	Iteration 7Q: 3 clusters Score -1276893 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1276986.750000 Penalty: 4525.135254
	Iteration 8Q: 3 clusters Score -1276987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1277093.500000 Penalty: 4525.135254
	Iteration 9Q: 3 clusters Score -1277094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1277196.625000 Penalty: 4525.135254
	Iteration 10Q: 3 clusters Score -1277197 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1277339.500000 Penalty: 4525.135254
	Iteration 11Q: 3 clusters Score -1277340 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1277527.875000 Penalty: 4525.135254
	Iteration 12Q: 3 clusters Score -1277528 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1277731.750000 Penalty: 4525.135254
	Iteration 13Q: 3 clusters Score -1277732 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1277945.500000 Penalty: 4525.135254
	Iteration 14Q: 3 clusters Score -1277946 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1278162.375000 Penalty: 4525.135254
	Iteration 15Q: 3 clusters Score -1278162 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1278430.875000 Penalty: 4525.135254
	Iteration 16Q: 3 clusters Score -1278431 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1278651.750000 Penalty: 4525.135254
	Iteration 17Q: 3 clusters Score -1278652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1278840.750000 Penalty: 4525.135254
	Iteration 18Q: 3 clusters Score -1278841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1278962.625000 Penalty: 4525.135254
	Iteration 19Q: 3 clusters Score -1278963 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1279050.000000 Penalty: 4525.135254
	Iteration 20F: 3 clusters Score -1279050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1279120.000000 Penalty: 4525.135254
	Iteration 21Q: 3 clusters Score -1279120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1279159.000000 Penalty: 4525.135254
	Iteration 22Q: 3 clusters Score -1279159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1279190.750000 Penalty: 4525.135254
	Iteration 23Q: 3 clusters Score -1279191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1279205.875000 Penalty: 4525.135254
	Iteration 24Q: 3 clusters Score -1279206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1279221.250000 Penalty: 4525.135254
	Iteration 25Q: 3 clusters Score -1279221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1279227.500000 Penalty: 4525.135254
	Iteration 26Q: 3 clusters Score -1279228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1279235.500000 Penalty: 4525.135254
	Iteration 27Q: 3 clusters Score -1279236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1279244.250000 Penalty: 4525.135254
	Iteration 28Q: 3 clusters Score -1279244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1279257.250000 Penalty: 4525.135254
	Iteration 29Q: 3 clusters Score -1279257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1279266.750000 Penalty: 4525.135254
	Iteration 30Q: 3 clusters Score -1279267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1279268.750000 Penalty: 4525.135254
	Iteration 31Q: 3 clusters Score -1279269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1279268.375000 Penalty: 4525.135254
	Iteration 32Q: 3 clusters Score -1279268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1279269.750000 Penalty: 4525.135254
	Iteration 33Q: 3 clusters Score -1279270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1279268.750000 Penalty: 4525.135254
	Iteration 34Q: 3 clusters Score -1279269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1279268.750000 Penalty: 4525.135254
	Iteration 35F: 3 clusters Score -1279269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -491829.750000 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -491829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -487958.187500 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -487958.2 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -488817.781250 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -488817.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -489016.531250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -489016.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -489152.968750 Penalty: 4105.218262
	Iteration 3Q: 3 clusters Score -489153 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -489240.812500 Penalty: 4105.218262
	Iteration 4Q: 3 clusters Score -489240.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -489286.562500 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -489286.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -489322.531250 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -489322.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -489356.187500 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -489356.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -489379.625000 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -489379.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -489392.468750 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -489392.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -489407.562500 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -489407.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -489420.843750 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -489420.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -489434.281250 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -489434.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -489449.062500 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -489449.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -489461.468750 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -489461.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -489472.312500 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -489472.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -489482.312500 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -489482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -489491.250000 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -489491.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -489499.750000 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -489499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -489509.125000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -489509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -489515.968750 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -489516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489523.218750 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -489523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -489532.500000 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -489532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -489544.562500 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -489544.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -489555.000000 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -489555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -489560.656250 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -489560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -489567.218750 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -489567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -489572.687500 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -489572.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -489581.156250 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -489581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -489585.375000 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -489585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -489586.250000 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -489586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -489587.718750 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -489587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -489591.406250 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -489591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -489594.687500 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -489594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -489596.437500 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -489596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -489598.968750 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -489599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -489601.156250 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -489601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -489602.062500 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -489602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -489602.812500 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -489602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -489602.812500 Penalty: 4105.218262
	Iteration 39F: 3 clusters Score -489602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -340527.875000 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -340527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337555.781250 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -337555.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -338135.218750 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -338135.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338268.843750 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -338268.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -338331.156250 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -338331.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -338373.781250 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -338373.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -338401.593750 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -338401.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -338427.468750 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -338427.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -338456.156250 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -338456.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -338479.437500 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -338479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338496.875000 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -338496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338509.750000 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -338509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -338524.812500 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -338524.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338537.187500 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -338537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338545.125000 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -338545.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -338552.187500 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -338552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338557.468750 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -338557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -338566.406250 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -338566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338571.625000 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -338571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -338573.187500 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -338573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -338573.187500 Penalty: 3891.908691
	Iteration 19F: 3 clusters Score -338573.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Entering Unmasked Estep 
Score: -19255392.000000 Penalty: 2945.314697
	Iteration 0F: 2 clusters Score -1.925539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -19160278.000000 Penalty: 5890.629395
	Iteration 0F: 3 clusters Score -1.916028e+07 nChanged 68654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -19200374.000000 Penalty: 5890.629395
	Iteration 1F: 3 clusters Score -1.920037e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -19202316.000000 Penalty: 5890.629395
	Iteration 2Q: 3 clusters Score -1.920232e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -19204920.000000 Penalty: 5890.629395
	Iteration 3Q: 3 clusters Score -1.920492e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -19209094.000000 Penalty: 5890.629395
	Iteration 4F: 3 clusters Score -1.920909e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -19214746.000000 Penalty: 5890.629395
	Iteration 5F: 3 clusters Score -1.921475e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -19221330.000000 Penalty: 5890.629395
	Iteration 6F: 3 clusters Score -1.922133e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -19227982.000000 Penalty: 5890.629395
	Iteration 7F: 3 clusters Score -1.922798e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -19233550.000000 Penalty: 5890.629395
	Iteration 8F: 3 clusters Score -1.923355e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -19236836.000000 Penalty: 5890.629395
	Iteration 9Q: 3 clusters Score -1.923684e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -19238626.000000 Penalty: 5890.629395
	Iteration 10Q: 3 clusters Score -1.923863e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -19239846.000000 Penalty: 5890.629395
	Iteration 11Q: 3 clusters Score -1.923985e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -19240704.000000 Penalty: 5890.629395
	Iteration 12Q: 3 clusters Score -1.92407e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -19241580.000000 Penalty: 5890.629395
	Iteration 13Q: 3 clusters Score -1.924158e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -19242366.000000 Penalty: 5890.629395
	Iteration 14Q: 3 clusters Score -1.924237e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -19243252.000000 Penalty: 5890.629395
	Iteration 15Q: 3 clusters Score -1.924325e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -19243984.000000 Penalty: 5890.629395
	Iteration 16Q: 3 clusters Score -1.924398e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -19244576.000000 Penalty: 5890.629395
	Iteration 17Q: 3 clusters Score -1.924458e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -19245210.000000 Penalty: 5890.629395
	Iteration 18Q: 3 clusters Score -1.924521e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -19245776.000000 Penalty: 5890.629395
	Iteration 19Q: 3 clusters Score -1.924578e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -19246198.000000 Penalty: 5890.629395
	Iteration 20F: 3 clusters Score -1.92462e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -19246786.000000 Penalty: 5890.629395
	Iteration 21Q: 3 clusters Score -1.924679e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -19247278.000000 Penalty: 5890.629395
	Iteration 22Q: 3 clusters Score -1.924728e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -19247632.000000 Penalty: 5890.629395
	Iteration 23Q: 3 clusters Score -1.924763e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -19248090.000000 Penalty: 5890.629395
	Iteration 24Q: 3 clusters Score -1.924809e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -19248634.000000 Penalty: 5890.629395
	Iteration 25Q: 3 clusters Score -1.924863e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -19249100.000000 Penalty: 5890.629395
	Iteration 26Q: 3 clusters Score -1.92491e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -19249672.000000 Penalty: 5890.629395
	Iteration 27Q: 3 clusters Score -1.924967e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -19250176.000000 Penalty: 5890.629395
	Iteration 28Q: 3 clusters Score -1.925018e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -19250564.000000 Penalty: 5890.629395
	Iteration 29Q: 3 clusters Score -1.925056e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -19250946.000000 Penalty: 5890.629395
	Iteration 30Q: 3 clusters Score -1.925095e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -19251164.000000 Penalty: 5890.629395
	Iteration 31Q: 3 clusters Score -1.925116e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 130598 members 
Entering Unmasked Estep 
Score: -19251504.000000 Penalty: 5890.629395
	Iteration 32Q: 3 clusters Score -1.92515e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -19251772.000000 Penalty: 5890.629395
	Iteration 33Q: 3 clusters Score -1.925177e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -19251978.000000 Penalty: 5890.629395
	Iteration 34Q: 3 clusters Score -1.925198e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -19252210.000000 Penalty: 5890.629395
	Iteration 35Q: 3 clusters Score -1.925221e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -19252366.000000 Penalty: 5890.629395
	Iteration 36Q: 3 clusters Score -1.925237e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -19252482.000000 Penalty: 5890.629395
	Iteration 37Q: 3 clusters Score -1.925248e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 134614 members 
Entering Unmasked Estep 
Score: -19252658.000000 Penalty: 5890.629395
	Iteration 38Q: 3 clusters Score -1.925266e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -19252740.000000 Penalty: 5890.629395
	Iteration 39Q: 3 clusters Score -1.925274e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -19252900.000000 Penalty: 5890.629395
	Iteration 40F: 3 clusters Score -1.92529e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 135908 members 
Entering Unmasked Estep 
Score: -19253020.000000 Penalty: 5890.629395
	Iteration 41Q: 3 clusters Score -1.925302e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -19253088.000000 Penalty: 5890.629395
	Iteration 42Q: 3 clusters Score -1.925309e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -19253174.000000 Penalty: 5890.629395
	Iteration 43Q: 3 clusters Score -1.925317e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 136891 members 
Entering Unmasked Estep 
Score: -19253224.000000 Penalty: 5890.629395
	Iteration 44Q: 3 clusters Score -1.925322e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -19253298.000000 Penalty: 5890.629395
	Iteration 45Q: 3 clusters Score -1.92533e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -19253316.000000 Penalty: 5890.629395
	Iteration 46Q: 3 clusters Score -1.925332e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -19253410.000000 Penalty: 5890.629395
	Iteration 47Q: 3 clusters Score -1.925341e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 137751 members 
Entering Unmasked Estep 
Score: -19253438.000000 Penalty: 5890.629395
	Iteration 48Q: 3 clusters Score -1.925344e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 137931 members 
Entering Unmasked Estep 
Score: -19253428.000000 Penalty: 5890.629395
	Iteration 49Q: 3 clusters Score -1.925343e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -19253466.000000 Penalty: 5890.629395
	Iteration 50Q: 3 clusters Score -1.925347e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 138211 members 
Entering Unmasked Estep 
Score: -19253506.000000 Penalty: 5890.629395
	Iteration 51Q: 3 clusters Score -1.925351e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -19253480.000000 Penalty: 5890.629395
	Iteration 52Q: 3 clusters Score -1.925348e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 138441 members 
Entering Unmasked Estep 
Score: -19253492.000000 Penalty: 5890.629395
	Iteration 53Q: 3 clusters Score -1.925349e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -19253518.000000 Penalty: 5890.629395
	Iteration 54Q: 3 clusters Score -1.925352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 138622 members 
Entering Unmasked Estep 
Score: -19253512.000000 Penalty: 5890.629395
	Iteration 55Q: 3 clusters Score -1.925351e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 138711 members 
Entering Unmasked Estep 
Score: -19253558.000000 Penalty: 5890.629395
	Iteration 56Q: 3 clusters Score -1.925356e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 138788 members 
Entering Unmasked Estep 
Score: -19253530.000000 Penalty: 5890.629395
	Iteration 57Q: 3 clusters Score -1.925353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 138865 members 
Entering Unmasked Estep 
Score: -19253562.000000 Penalty: 5890.629395
	Iteration 58Q: 3 clusters Score -1.925356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -19253576.000000 Penalty: 5890.629395
	Iteration 59Q: 3 clusters Score -1.925358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -19253564.000000 Penalty: 5890.629395
	Iteration 60F: 3 clusters Score -1.925356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -19253572.000000 Penalty: 5890.629395
	Iteration 61Q: 3 clusters Score -1.925357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -19253590.000000 Penalty: 5890.629395
	Iteration 62Q: 3 clusters Score -1.925359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 139120 members 
Entering Unmasked Estep 
Score: -19253588.000000 Penalty: 5890.629395
	Iteration 63Q: 3 clusters Score -1.925359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -19253598.000000 Penalty: 5890.629395
	Iteration 64Q: 3 clusters Score -1.92536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -19253590.000000 Penalty: 5890.629395
	Iteration 65Q: 3 clusters Score -1.925359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -19253584.000000 Penalty: 5890.629395
	Iteration 66Q: 3 clusters Score -1.925358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -19253608.000000 Penalty: 5890.629395
	Iteration 67Q: 3 clusters Score -1.925361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 139251 members 
Entering Unmasked Estep 
Score: -19253608.000000 Penalty: 5890.629395
	Iteration 68Q: 3 clusters Score -1.925361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -19253606.000000 Penalty: 5890.629395
	Iteration 69Q: 3 clusters Score -1.925361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -19253608.000000 Penalty: 5890.629395
	Iteration 70Q: 3 clusters Score -1.925361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -19253604.000000 Penalty: 5890.629395
	Iteration 71Q: 3 clusters Score -1.92536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -19253600.000000 Penalty: 5890.629395
	Iteration 72Q: 3 clusters Score -1.92536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 139350 members 
Entering Unmasked Estep 
Score: -19253608.000000 Penalty: 5890.629395
	Iteration 73Q: 3 clusters Score -1.925361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 139364 members 
Entering Unmasked Estep 
Score: -19253612.000000 Penalty: 5890.629395
	Iteration 74Q: 3 clusters Score -1.925361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 139373 members 
Entering Unmasked Estep 
Score: -19253620.000000 Penalty: 5890.629395
	Iteration 75Q: 3 clusters Score -1.925362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 139379 members 
Entering Unmasked Estep 
Score: -19253636.000000 Penalty: 5890.629395
	Iteration 76Q: 3 clusters Score -1.925364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -19253616.000000 Penalty: 5890.629395
	Iteration 77Q: 3 clusters Score -1.925362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -19253624.000000 Penalty: 5890.629395
	Iteration 78Q: 3 clusters Score -1.925362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 139393 members 
Entering Unmasked Estep 
Score: -19253622.000000 Penalty: 5890.629395
	Iteration 79Q: 3 clusters Score -1.925362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -19253628.000000 Penalty: 5890.629395
	Iteration 80F: 3 clusters Score -1.925363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -19253624.000000 Penalty: 5890.629395
	Iteration 81Q: 3 clusters Score -1.925362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -19253620.000000 Penalty: 5890.629395
	Iteration 82Q: 3 clusters Score -1.925362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -19253630.000000 Penalty: 5890.629395
	Iteration 83Q: 3 clusters Score -1.925363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 139417 members 
Entering Unmasked Estep 
Score: -19253636.000000 Penalty: 5890.629395
	Iteration 84Q: 3 clusters Score -1.925364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -19253636.000000 Penalty: 5890.629395
	Iteration 85Q: 3 clusters Score -1.925364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 139420 members 
Entering Unmasked Estep 
Score: -19253642.000000 Penalty: 5890.629395
	Iteration 86Q: 3 clusters Score -1.925364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -19253632.000000 Penalty: 5890.629395
	Iteration 87Q: 3 clusters Score -1.925363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -19253632.000000 Penalty: 5890.629395
	Iteration 88F: 3 clusters Score -1.925363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Entering Unmasked Estep 
Score: -8199825.500000 Penalty: 2740.490967
	Iteration 0F: 2 clusters Score -8199826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -8157763.000000 Penalty: 5480.981934
	Iteration 0F: 3 clusters Score -8157763 nChanged 29455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -8174316.500000 Penalty: 5480.981934
	Iteration 1F: 3 clusters Score -8174316 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -8174968.500000 Penalty: 5480.981934
	Iteration 2Q: 3 clusters Score -8174968 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8175821.500000 Penalty: 5480.981934
	Iteration 3Q: 3 clusters Score -8175822 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -8176805.000000 Penalty: 5480.981934
	Iteration 4Q: 3 clusters Score -8176805 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -8178234.000000 Penalty: 5480.981934
	Iteration 5Q: 3 clusters Score -8178234 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -8179941.500000 Penalty: 5480.981934
	Iteration 6F: 3 clusters Score -8179942 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8182265.000000 Penalty: 5480.981934
	Iteration 7F: 3 clusters Score -8182265 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -8185101.500000 Penalty: 5480.981934
	Iteration 8F: 3 clusters Score -8185102 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -8188132.500000 Penalty: 5480.981934
	Iteration 9F: 3 clusters Score -8188132 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -8191037.500000 Penalty: 5480.981934
	Iteration 10F: 3 clusters Score -8191038 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -8193876.000000 Penalty: 5480.981934
	Iteration 11Q: 3 clusters Score -8193876 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -8195822.000000 Penalty: 5480.981934
	Iteration 12Q: 3 clusters Score -8195822 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8196785.000000 Penalty: 5480.981934
	Iteration 13Q: 3 clusters Score -8196785 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -8197286.000000 Penalty: 5480.981934
	Iteration 14Q: 3 clusters Score -8197286 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -8197488.000000 Penalty: 5480.981934
	Iteration 15Q: 3 clusters Score -8197488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8197571.500000 Penalty: 5480.981934
	Iteration 16Q: 3 clusters Score -8197572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -8197613.500000 Penalty: 5480.981934
	Iteration 17Q: 3 clusters Score -8197614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -8197641.500000 Penalty: 5480.981934
	Iteration 18Q: 3 clusters Score -8197642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -8197659.000000 Penalty: 5480.981934
	Iteration 19Q: 3 clusters Score -8197659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -8197664.500000 Penalty: 5480.981934
	Iteration 20F: 3 clusters Score -8197664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -8197676.500000 Penalty: 5480.981934
	Iteration 21Q: 3 clusters Score -8197676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -8197682.000000 Penalty: 5480.981934
	Iteration 22Q: 3 clusters Score -8197682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -8197685.000000 Penalty: 5480.981934
	Iteration 23Q: 3 clusters Score -8197685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -8197697.000000 Penalty: 5480.981934
	Iteration 24Q: 3 clusters Score -8197697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -8197697.500000 Penalty: 5480.981934
	Iteration 25Q: 3 clusters Score -8197698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -8197721.000000 Penalty: 5480.981934
	Iteration 26Q: 3 clusters Score -8197721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -8197724.500000 Penalty: 5480.981934
	Iteration 27Q: 3 clusters Score -8197724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -8197727.500000 Penalty: 5480.981934
	Iteration 28Q: 3 clusters Score -8197728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8197726.000000 Penalty: 5480.981934
	Iteration 29Q: 3 clusters Score -8197726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8197723.000000 Penalty: 5480.981934
	Iteration 30Q: 3 clusters Score -8197723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -8197728.000000 Penalty: 5480.981934
	Iteration 31Q: 3 clusters Score -8197728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -8197731.000000 Penalty: 5480.981934
	Iteration 32Q: 3 clusters Score -8197731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8197720.000000 Penalty: 5480.981934
	Iteration 33Q: 3 clusters Score -8197720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8197720.000000 Penalty: 5480.981934
	Iteration 34F: 3 clusters Score -8197720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Entering Unmasked Estep 
Score: -18214010.000000 Penalty: 2931.224609
	Iteration 0F: 2 clusters Score -1.821401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -18123730.000000 Penalty: 5862.449219
	Iteration 0F: 3 clusters Score -1.812373e+07 nChanged 64578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -18160776.000000 Penalty: 5862.449219
	Iteration 1F: 3 clusters Score -1.816078e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -18162038.000000 Penalty: 5862.449219
	Iteration 2Q: 3 clusters Score -1.816204e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -18163834.000000 Penalty: 5862.449219
	Iteration 3Q: 3 clusters Score -1.816383e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -18166900.000000 Penalty: 5862.449219
	Iteration 4Q: 3 clusters Score -1.81669e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -18171786.000000 Penalty: 5862.449219
	Iteration 5F: 3 clusters Score -1.817179e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -18179202.000000 Penalty: 5862.449219
	Iteration 6F: 3 clusters Score -1.81792e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -18188290.000000 Penalty: 5862.449219
	Iteration 7F: 3 clusters Score -1.818829e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -18197162.000000 Penalty: 5862.449219
	Iteration 8F: 3 clusters Score -1.819716e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -18203994.000000 Penalty: 5862.449219
	Iteration 9F: 3 clusters Score -1.820399e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 131326 members 
Entering Unmasked Estep 
Score: -18208042.000000 Penalty: 5862.449219
	Iteration 10Q: 3 clusters Score -1.820804e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -18209976.000000 Penalty: 5862.449219
	Iteration 11Q: 3 clusters Score -1.820998e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -18210678.000000 Penalty: 5862.449219
	Iteration 12Q: 3 clusters Score -1.821068e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -18211006.000000 Penalty: 5862.449219
	Iteration 13Q: 3 clusters Score -1.821101e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -18211198.000000 Penalty: 5862.449219
	Iteration 14Q: 3 clusters Score -1.82112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -18211288.000000 Penalty: 5862.449219
	Iteration 15Q: 3 clusters Score -1.821129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -18211346.000000 Penalty: 5862.449219
	Iteration 16Q: 3 clusters Score -1.821135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 135489 members 
Entering Unmasked Estep 
Score: -18211384.000000 Penalty: 5862.449219
	Iteration 17Q: 3 clusters Score -1.821138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -18211404.000000 Penalty: 5862.449219
	Iteration 18Q: 3 clusters Score -1.82114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -18211428.000000 Penalty: 5862.449219
	Iteration 19Q: 3 clusters Score -1.821143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -18211442.000000 Penalty: 5862.449219
	Iteration 20F: 3 clusters Score -1.821144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -18211452.000000 Penalty: 5862.449219
	Iteration 21Q: 3 clusters Score -1.821145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -18211466.000000 Penalty: 5862.449219
	Iteration 22Q: 3 clusters Score -1.821147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 135530 members 
Entering Unmasked Estep 
Score: -18211478.000000 Penalty: 5862.449219
	Iteration 23Q: 3 clusters Score -1.821148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 135535 members 
Entering Unmasked Estep 
Score: -18211498.000000 Penalty: 5862.449219
	Iteration 24Q: 3 clusters Score -1.82115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 135538 members 
Entering Unmasked Estep 
Score: -18211512.000000 Penalty: 5862.449219
	Iteration 25Q: 3 clusters Score -1.821151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -18211492.000000 Penalty: 5862.449219
	Iteration 26Q: 3 clusters Score -1.821149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -18211510.000000 Penalty: 5862.449219
	Iteration 27Q: 3 clusters Score -1.821151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -18211512.000000 Penalty: 5862.449219
	Iteration 28Q: 3 clusters Score -1.821151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 135552 members 
Entering Unmasked Estep 
Score: -18211518.000000 Penalty: 5862.449219
	Iteration 29Q: 3 clusters Score -1.821152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 135553 members 
Entering Unmasked Estep 
Score: -18211524.000000 Penalty: 5862.449219
	Iteration 30Q: 3 clusters Score -1.821152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -18211520.000000 Penalty: 5862.449219
	Iteration 31Q: 3 clusters Score -1.821152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 135556 members 
Entering Unmasked Estep 
Score: -18211524.000000 Penalty: 5862.449219
	Iteration 32Q: 3 clusters Score -1.821152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 135556 members 
Entering Unmasked Estep 
Score: -18211524.000000 Penalty: 5862.449219
	Iteration 33F: 3 clusters Score -1.821152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Entering Unmasked Estep 
Score: -9151286.000000 Penalty: 2756.748047
	Iteration 0F: 2 clusters Score -9151286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -9106642.000000 Penalty: 5513.496094
	Iteration 0F: 3 clusters Score -9106642 nChanged 31121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -9124035.000000 Penalty: 5513.496094
	Iteration 1F: 3 clusters Score -9124035 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -9124672.000000 Penalty: 5513.496094
	Iteration 2Q: 3 clusters Score -9124672 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -9125323.000000 Penalty: 5513.496094
	Iteration 3Q: 3 clusters Score -9125323 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -9125991.000000 Penalty: 5513.496094
	Iteration 4Q: 3 clusters Score -9125991 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -9126897.000000 Penalty: 5513.496094
	Iteration 5Q: 3 clusters Score -9126897 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -9127975.000000 Penalty: 5513.496094
	Iteration 6Q: 3 clusters Score -9127975 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -9129480.000000 Penalty: 5513.496094
	Iteration 7Q: 3 clusters Score -9129480 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9131729.000000 Penalty: 5513.496094
	Iteration 8F: 3 clusters Score -9131729 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -9134706.000000 Penalty: 5513.496094
	Iteration 9F: 3 clusters Score -9134706 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -9137723.000000 Penalty: 5513.496094
	Iteration 10F: 3 clusters Score -9137723 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -9139624.000000 Penalty: 5513.496094
	Iteration 11F: 3 clusters Score -9139624 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -9140334.000000 Penalty: 5513.496094
	Iteration 12Q: 3 clusters Score -9140334 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9140623.000000 Penalty: 5513.496094
	Iteration 13Q: 3 clusters Score -9140623 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9140824.000000 Penalty: 5513.496094
	Iteration 14Q: 3 clusters Score -9140824 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -9140993.000000 Penalty: 5513.496094
	Iteration 15Q: 3 clusters Score -9140993 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -9141131.000000 Penalty: 5513.496094
	Iteration 16Q: 3 clusters Score -9141131 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -9141234.000000 Penalty: 5513.496094
	Iteration 17Q: 3 clusters Score -9141234 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -9141376.000000 Penalty: 5513.496094
	Iteration 18Q: 3 clusters Score -9141376 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -9141508.000000 Penalty: 5513.496094
	Iteration 19Q: 3 clusters Score -9141508 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -9141611.000000 Penalty: 5513.496094
	Iteration 20F: 3 clusters Score -9141611 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -9141722.000000 Penalty: 5513.496094
	Iteration 21Q: 3 clusters Score -9141722 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -9141817.000000 Penalty: 5513.496094
	Iteration 22Q: 3 clusters Score -9141817 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -9141872.000000 Penalty: 5513.496094
	Iteration 23Q: 3 clusters Score -9141872 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -9141939.000000 Penalty: 5513.496094
	Iteration 24Q: 3 clusters Score -9141939 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -9142019.000000 Penalty: 5513.496094
	Iteration 25Q: 3 clusters Score -9142019 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -9142097.000000 Penalty: 5513.496094
	Iteration 26Q: 3 clusters Score -9142097 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -9142162.000000 Penalty: 5513.496094
	Iteration 27Q: 3 clusters Score -9142162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9142200.000000 Penalty: 5513.496094
	Iteration 28Q: 3 clusters Score -9142200 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9142236.000000 Penalty: 5513.496094
	Iteration 29Q: 3 clusters Score -9142236 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9142254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9142278 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9142280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9142257 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9142274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9142282 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9142304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9142301 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9142305 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9142318 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9142329 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9142346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9142362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9142352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9142406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9142393 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9142397 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9142425 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9142497 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9142521 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9142524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9142548 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9142590 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9142611 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9142656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9142727 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9143256 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9143344 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9143443 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9144121 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9144279 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9144497 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9144686 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9144901 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9145167 nChanged 795
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9145395 nChanged 801
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Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9146208 nChanged 680
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9146440 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9146626 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9147445 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9147640 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9148119 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9148416 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9148612 nChanged 169
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Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9148805 nChanged 100
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Mstep: Class 1 contains 2370 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9148845 nChanged 104
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Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9148932 nChanged 85
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Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9148947 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9148974 nChanged 78
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Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9149005 nChanged 64
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Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9149018 nChanged 37
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9149041 nChanged 40
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Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9149040 nChanged 36
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Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9149054 nChanged 25
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9149053 nChanged 26
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Mstep: Class 1 contains 1620 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9149052 nChanged 27
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Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9149062 nChanged 22
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Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9149067 nChanged 27
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Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -9149065.000000 Penalty: 5513.496094
	Iteration 122Q: 3 clusters Score -9149065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -9149088.000000 Penalty: 5513.496094
	Iteration 123Q: 3 clusters Score -9149088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -9149092.000000 Penalty: 5513.496094
	Iteration 124Q: 3 clusters Score -9149092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -9149108.000000 Penalty: 5513.496094
	Iteration 125Q: 3 clusters Score -9149108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -9149109.000000 Penalty: 5513.496094
	Iteration 126Q: 3 clusters Score -9149109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9149104.000000 Penalty: 5513.496094
	Iteration 127Q: 3 clusters Score -9149104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -9149109.000000 Penalty: 5513.496094
	Iteration 128Q: 3 clusters Score -9149109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -9149114.000000 Penalty: 5513.496094
	Iteration 129Q: 3 clusters Score -9149114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -9149132.000000 Penalty: 5513.496094
	Iteration 130Q: 3 clusters Score -9149132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -9149120.000000 Penalty: 5513.496094
	Iteration 131Q: 3 clusters Score -9149120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -9149122.000000 Penalty: 5513.496094
	Iteration 132Q: 3 clusters Score -9149122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -9149124.000000 Penalty: 5513.496094
	Iteration 133Q: 3 clusters Score -9149124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9149120.000000 Penalty: 5513.496094
	Iteration 134Q: 3 clusters Score -9149120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -9149126.000000 Penalty: 5513.496094
	Iteration 135Q: 3 clusters Score -9149126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -9149126.000000 Penalty: 5513.496094
	Iteration 136Q: 3 clusters Score -9149126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9149125.000000 Penalty: 5513.496094
	Iteration 137Q: 3 clusters Score -9149125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -9149138.000000 Penalty: 5513.496094
	Iteration 138Q: 3 clusters Score -9149138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9149131.000000 Penalty: 5513.496094
	Iteration 139Q: 3 clusters Score -9149131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9149137.000000 Penalty: 5513.496094
	Iteration 140F: 3 clusters Score -9149137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -9149143.000000 Penalty: 5513.496094
	Iteration 141Q: 3 clusters Score -9149143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -9149147.000000 Penalty: 5513.496094
	Iteration 142Q: 3 clusters Score -9149147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -9149150.000000 Penalty: 5513.496094
	Iteration 143Q: 3 clusters Score -9149150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -9149154.000000 Penalty: 5513.496094
	Iteration 144Q: 3 clusters Score -9149154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -9149149.000000 Penalty: 5513.496094
	Iteration 145Q: 3 clusters Score -9149149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -9149149.000000 Penalty: 5513.496094
	Iteration 146F: 3 clusters Score -9149149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Entering Unmasked Estep 
Score: -23910660.000000 Penalty: 2996.913574
	Iteration 0F: 2 clusters Score -2.391066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -23802700.000000 Penalty: 5993.827148
	Iteration 0F: 3 clusters Score -2.38027e+07 nChanged 84915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -23852134.000000 Penalty: 5993.827148
	Iteration 1F: 3 clusters Score -2.385213e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -23853578.000000 Penalty: 5993.827148
	Iteration 2Q: 3 clusters Score -2.385358e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -23855808.000000 Penalty: 5993.827148
	Iteration 3Q: 3 clusters Score -2.385581e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -23859646.000000 Penalty: 5993.827148
	Iteration 4Q: 3 clusters Score -2.385965e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96902 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -23865592.000000 Penalty: 5993.827148
	Iteration 5F: 3 clusters Score -2.386559e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -23873762.000000 Penalty: 5993.827148
	Iteration 6F: 3 clusters Score -2.387376e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -23883424.000000 Penalty: 5993.827148
	Iteration 7F: 3 clusters Score -2.388342e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -23892548.000000 Penalty: 5993.827148
	Iteration 8F: 3 clusters Score -2.389255e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114167 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -23897892.000000 Penalty: 5993.827148
	Iteration 9F: 3 clusters Score -2.389789e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116568 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -23900270.000000 Penalty: 5993.827148
	Iteration 10Q: 3 clusters Score -2.390027e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118677 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -23901434.000000 Penalty: 5993.827148
	Iteration 11Q: 3 clusters Score -2.390143e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -23902500.000000 Penalty: 5993.827148
	Iteration 12Q: 3 clusters Score -2.39025e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -23903356.000000 Penalty: 5993.827148
	Iteration 13Q: 3 clusters Score -2.390336e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124690 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -23904056.000000 Penalty: 5993.827148
	Iteration 14Q: 3 clusters Score -2.390406e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -23904568.000000 Penalty: 5993.827148
	Iteration 15Q: 3 clusters Score -2.390457e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -23905222.000000 Penalty: 5993.827148
	Iteration 16Q: 3 clusters Score -2.390522e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -23905764.000000 Penalty: 5993.827148
	Iteration 17Q: 3 clusters Score -2.390576e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -23906234.000000 Penalty: 5993.827148
	Iteration 18Q: 3 clusters Score -2.390623e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -23906606.000000 Penalty: 5993.827148
	Iteration 19Q: 3 clusters Score -2.390661e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136478 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -23907166.000000 Penalty: 5993.827148
	Iteration 20F: 3 clusters Score -2.390717e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -23907762.000000 Penalty: 5993.827148
	Iteration 21Q: 3 clusters Score -2.390776e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -23908358.000000 Penalty: 5993.827148
	Iteration 22Q: 3 clusters Score -2.390836e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143391 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -23908978.000000 Penalty: 5993.827148
	Iteration 23Q: 3 clusters Score -2.390898e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -23909500.000000 Penalty: 5993.827148
	Iteration 24Q: 3 clusters Score -2.39095e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -23909874.000000 Penalty: 5993.827148
	Iteration 25Q: 3 clusters Score -2.390987e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -23910012.000000 Penalty: 5993.827148
	Iteration 26Q: 3 clusters Score -2.391001e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -23910210.000000 Penalty: 5993.827148
	Iteration 27Q: 3 clusters Score -2.391021e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -23910520.000000 Penalty: 5993.827148
	Iteration 28Q: 3 clusters Score -2.391052e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -23910624.000000 Penalty: 5993.827148
	Iteration 29Q: 3 clusters Score -2.391062e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -23910746.000000 Penalty: 5993.827148
	Iteration 30Q: 3 clusters Score -2.391075e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -23910772.000000 Penalty: 5993.827148
	Iteration 31Q: 3 clusters Score -2.391077e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162977 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -23910766.000000 Penalty: 5993.827148
	Iteration 32Q: 3 clusters Score -2.391077e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -23910598.000000 Penalty: 5993.827148
	Iteration 33Q: 3 clusters Score -2.39106e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -23910480.000000 Penalty: 5993.827148
	Iteration 34Q: 3 clusters Score -2.391048e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167347 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -23910308.000000 Penalty: 5993.827148
	Iteration 35Q: 3 clusters Score -2.391031e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168453 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -23910260.000000 Penalty: 5993.827148
	Iteration 36Q: 3 clusters Score -2.391026e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -23910188.000000 Penalty: 5993.827148
	Iteration 37Q: 3 clusters Score -2.391019e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -23910062.000000 Penalty: 5993.827148
	Iteration 38Q: 3 clusters Score -2.391006e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -23909902.000000 Penalty: 5993.827148
	Iteration 39Q: 3 clusters Score -2.39099e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -23909954.000000 Penalty: 5993.827148
	Iteration 40F: 3 clusters Score -2.390995e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171991 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -23909962.000000 Penalty: 5993.827148
	Iteration 41Q: 3 clusters Score -2.390996e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172533 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -23909838.000000 Penalty: 5993.827148
	Iteration 42Q: 3 clusters Score -2.390984e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -23909782.000000 Penalty: 5993.827148
	Iteration 43Q: 3 clusters Score -2.390978e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23909802.000000 Penalty: 5993.827148
	Iteration 44Q: 3 clusters Score -2.39098e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23909856.000000 Penalty: 5993.827148
	Iteration 45Q: 3 clusters Score -2.390986e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -23909828.000000 Penalty: 5993.827148
	Iteration 46Q: 3 clusters Score -2.390983e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -23909774.000000 Penalty: 5993.827148
	Iteration 47Q: 3 clusters Score -2.390977e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23909738.000000 Penalty: 5993.827148
	Iteration 48Q: 3 clusters Score -2.390974e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174566 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -23909672.000000 Penalty: 5993.827148
	Iteration 49Q: 3 clusters Score -2.390967e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23909680.000000 Penalty: 5993.827148
	Iteration 50Q: 3 clusters Score -2.390968e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174781 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23909668.000000 Penalty: 5993.827148
	Iteration 51Q: 3 clusters Score -2.390967e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174865 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23909654.000000 Penalty: 5993.827148
	Iteration 52Q: 3 clusters Score -2.390965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23909618.000000 Penalty: 5993.827148
	Iteration 53Q: 3 clusters Score -2.390962e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -23909608.000000 Penalty: 5993.827148
	Iteration 54Q: 3 clusters Score -2.390961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23909580.000000 Penalty: 5993.827148
	Iteration 55Q: 3 clusters Score -2.390958e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23909530.000000 Penalty: 5993.827148
	Iteration 56Q: 3 clusters Score -2.390953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175162 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23909514.000000 Penalty: 5993.827148
	Iteration 57Q: 3 clusters Score -2.390951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -23909482.000000 Penalty: 5993.827148
	Iteration 58Q: 3 clusters Score -2.390948e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23909456.000000 Penalty: 5993.827148
	Iteration 59Q: 3 clusters Score -2.390946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23909460.000000 Penalty: 5993.827148
	Iteration 60F: 3 clusters Score -2.390946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175335 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23909442.000000 Penalty: 5993.827148
	Iteration 61Q: 3 clusters Score -2.390944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -23909414.000000 Penalty: 5993.827148
	Iteration 62Q: 3 clusters Score -2.390941e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -23909404.000000 Penalty: 5993.827148
	Iteration 63Q: 3 clusters Score -2.39094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175437 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23909376.000000 Penalty: 5993.827148
	Iteration 64Q: 3 clusters Score -2.390938e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -23909326.000000 Penalty: 5993.827148
	Iteration 65Q: 3 clusters Score -2.390933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -23909346.000000 Penalty: 5993.827148
	Iteration 66Q: 3 clusters Score -2.390935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23909344.000000 Penalty: 5993.827148
	Iteration 67Q: 3 clusters Score -2.390934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175547 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23909336.000000 Penalty: 5993.827148
	Iteration 68Q: 3 clusters Score -2.390934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -23909328.000000 Penalty: 5993.827148
	Iteration 69Q: 3 clusters Score -2.390933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175577 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -23909308.000000 Penalty: 5993.827148
	Iteration 70Q: 3 clusters Score -2.390931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175588 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23909306.000000 Penalty: 5993.827148
	Iteration 71Q: 3 clusters Score -2.390931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23909308.000000 Penalty: 5993.827148
	Iteration 72Q: 3 clusters Score -2.390931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -23909302.000000 Penalty: 5993.827148
	Iteration 73Q: 3 clusters Score -2.39093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -23909286.000000 Penalty: 5993.827148
	Iteration 74Q: 3 clusters Score -2.390929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -23909284.000000 Penalty: 5993.827148
	Iteration 75Q: 3 clusters Score -2.390928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -23909302.000000 Penalty: 5993.827148
	Iteration 76Q: 3 clusters Score -2.39093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -23909292.000000 Penalty: 5993.827148
	Iteration 77Q: 3 clusters Score -2.390929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -23909290.000000 Penalty: 5993.827148
	Iteration 78Q: 3 clusters Score -2.390929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23909276.000000 Penalty: 5993.827148
	Iteration 79Q: 3 clusters Score -2.390928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -23909274.000000 Penalty: 5993.827148
	Iteration 80F: 3 clusters Score -2.390927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23909268.000000 Penalty: 5993.827148
	Iteration 81Q: 3 clusters Score -2.390927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23909278.000000 Penalty: 5993.827148
	Iteration 82Q: 3 clusters Score -2.390928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -23909266.000000 Penalty: 5993.827148
	Iteration 83Q: 3 clusters Score -2.390927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23909252.000000 Penalty: 5993.827148
	Iteration 84Q: 3 clusters Score -2.390925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23909244.000000 Penalty: 5993.827148
	Iteration 85Q: 3 clusters Score -2.390924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23909240.000000 Penalty: 5993.827148
	Iteration 86Q: 3 clusters Score -2.390924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175662 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -23909240.000000 Penalty: 5993.827148
	Iteration 87Q: 3 clusters Score -2.390924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23909240.000000 Penalty: 5993.827148
	Iteration 88Q: 3 clusters Score -2.390924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23909242.000000 Penalty: 5993.827148
	Iteration 89Q: 3 clusters Score -2.390924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -23909228.000000 Penalty: 5993.827148
	Iteration 90Q: 3 clusters Score -2.390923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23909238.000000 Penalty: 5993.827148
	Iteration 91Q: 3 clusters Score -2.390924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23909230.000000 Penalty: 5993.827148
	Iteration 92Q: 3 clusters Score -2.390923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23909230.000000 Penalty: 5993.827148
	Iteration 93Q: 3 clusters Score -2.390923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23909226.000000 Penalty: 5993.827148
	Iteration 94Q: 3 clusters Score -2.390923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -23909244.000000 Penalty: 5993.827148
	Iteration 95Q: 3 clusters Score -2.390924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -23909242.000000 Penalty: 5993.827148
	Iteration 96Q: 3 clusters Score -2.390924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -23909228.000000 Penalty: 5993.827148
	Iteration 97Q: 3 clusters Score -2.390923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23909228.000000 Penalty: 5993.827148
	Iteration 98Q: 3 clusters Score -2.390923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175709 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23909240.000000 Penalty: 5993.827148
	Iteration 99Q: 3 clusters Score -2.390924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175711 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23909220.000000 Penalty: 5993.827148
	Iteration 100F: 3 clusters Score -2.390922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23909232.000000 Penalty: 5993.827148
	Iteration 101Q: 3 clusters Score -2.390923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23909224.000000 Penalty: 5993.827148
	Iteration 102Q: 3 clusters Score -2.390922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23909242.000000 Penalty: 5993.827148
	Iteration 103Q: 3 clusters Score -2.390924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23909242.000000 Penalty: 5993.827148
	Iteration 104F: 3 clusters Score -2.390924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41404.246094 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41404.25 nChanged 80
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: -41848.476562 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41848.48 nChanged 38
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: -42258.808594 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -42258.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -42434.996094 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -42435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42578.933594 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -42578.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42659.695312 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -42659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -42693.824219 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -42693.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -42693.824219 Penalty: 2964.270020
	Iteration 7F: 3 clusters Score -42693.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62967 members 
Mstep: Class 11 contains 135870 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
Score: -180364384.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180366208.000000 to -180364384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47038.656250 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47038.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47194.796875 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47222.042969 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47222.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47226.777344 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47226.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47231.054688 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47231.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47231.054688 Penalty: 2943.707520
	Iteration 5F: 3 clusters Score -47231.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Entering Unmasked Estep 
Score: -2386415.000000 Penalty: 2441.075684
	Iteration 0F: 2 clusters Score -2386415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2373267.500000 Penalty: 4882.151367
	Iteration 0F: 3 clusters Score -2373268 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2377917.000000 Penalty: 4882.151367
	Iteration 1F: 3 clusters Score -2377917 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2378578.250000 Penalty: 4882.151367
	Iteration 2F: 3 clusters Score -2378578 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2379167.750000 Penalty: 4882.151367
	Iteration 3F: 3 clusters Score -2379168 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2379786.750000 Penalty: 4882.151367
	Iteration 4F: 3 clusters Score -2379787 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2380484.250000 Penalty: 4882.151367
	Iteration 5F: 3 clusters Score -2380484 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2381280.000000 Penalty: 4882.151367
	Iteration 6F: 3 clusters Score -2381280 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2382180.250000 Penalty: 4882.151367
	Iteration 7F: 3 clusters Score -2382180 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2383071.250000 Penalty: 4882.151367
	Iteration 8F: 3 clusters Score -2383071 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2383867.250000 Penalty: 4882.151367
	Iteration 9F: 3 clusters Score -2383867 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2384479.250000 Penalty: 4882.151367
	Iteration 10Q: 3 clusters Score -2384479 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2384962.750000 Penalty: 4882.151367
	Iteration 11Q: 3 clusters Score -2384963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2385360.750000 Penalty: 4882.151367
	Iteration 12Q: 3 clusters Score -2385361 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2385677.500000 Penalty: 4882.151367
	Iteration 13Q: 3 clusters Score -2385678 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2385904.000000 Penalty: 4882.151367
	Iteration 14Q: 3 clusters Score -2385904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2386082.250000 Penalty: 4882.151367
	Iteration 15Q: 3 clusters Score -2386082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2386253.250000 Penalty: 4882.151367
	Iteration 16Q: 3 clusters Score -2386253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2386382.750000 Penalty: 4882.151367
	Iteration 17Q: 3 clusters Score -2386383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2386523.250000 Penalty: 4882.151367
	Iteration 18Q: 3 clusters Score -2386523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2386601.500000 Penalty: 4882.151367
	Iteration 19Q: 3 clusters Score -2386602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2386620.250000 Penalty: 4882.151367
	Iteration 20F: 3 clusters Score -2386620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2386628.500000 Penalty: 4882.151367
	Iteration 21Q: 3 clusters Score -2386628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2386629.500000 Penalty: 4882.151367
	Iteration 22Q: 3 clusters Score -2386630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2386628.000000 Penalty: 4882.151367
	Iteration 23Q: 3 clusters Score -2386628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2386629.500000 Penalty: 4882.151367
	Iteration 24Q: 3 clusters Score -2386630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2386629.500000 Penalty: 4882.151367
	Iteration 25F: 3 clusters Score -2386630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62967 members 
Mstep: Class 11 contains 135870 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 18019 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
Score: -180365552.000000 Penalty: 77098.109375
Splitting cluster 17 changes total score from -180366208.000000 to -180365552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -99256.898438 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -99256.9 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 429 members 
Entering Unmasked Estep 
Score: -97464.710938 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -97464.71 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97723.492188 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -97723.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97807.750000 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -97807.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97852.390625 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -97852.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97895.164062 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -97895.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97927.750000 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -97927.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97951.875000 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -97951.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97961.429688 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -97961.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97970.140625 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -97970.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97976.031250 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -97976.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97979.570312 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -97979.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97982.554688 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -97982.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97989.195312 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -97989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97989.195312 Penalty: 3308.071045
	Iteration 13F: 3 clusters Score -97989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Entering Unmasked Estep 
Score: -21254134.000000 Penalty: 2969.832275
	Iteration 0F: 2 clusters Score -2.125413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -21149326.000000 Penalty: 5939.664551
	Iteration 0F: 3 clusters Score -2.114933e+07 nChanged 76128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -21192866.000000 Penalty: 5939.664551
	Iteration 1F: 3 clusters Score -2.119287e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -21193930.000000 Penalty: 5939.664551
	Iteration 2Q: 3 clusters Score -2.119393e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -21195410.000000 Penalty: 5939.664551
	Iteration 3Q: 3 clusters Score -2.119541e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -21197790.000000 Penalty: 5939.664551
	Iteration 4Q: 3 clusters Score -2.119779e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -21202096.000000 Penalty: 5939.664551
	Iteration 5Q: 3 clusters Score -2.12021e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -21208928.000000 Penalty: 5939.664551
	Iteration 6F: 3 clusters Score -2.120893e+07 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -21219364.000000 Penalty: 5939.664551
	Iteration 7F: 3 clusters Score -2.121936e+07 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -21231698.000000 Penalty: 5939.664551
	Iteration 8F: 3 clusters Score -2.12317e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -21241630.000000 Penalty: 5939.664551
	Iteration 9F: 3 clusters Score -2.124163e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -21247372.000000 Penalty: 5939.664551
	Iteration 10Q: 3 clusters Score -2.124737e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 156800 members 
Entering Unmasked Estep 
Score: -21249848.000000 Penalty: 5939.664551
	Iteration 11Q: 3 clusters Score -2.124985e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 157861 members 
Entering Unmasked Estep 
Score: -21250836.000000 Penalty: 5939.664551
	Iteration 12Q: 3 clusters Score -2.125084e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -21251178.000000 Penalty: 5939.664551
	Iteration 13Q: 3 clusters Score -2.125118e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -21251258.000000 Penalty: 5939.664551
	Iteration 14Q: 3 clusters Score -2.125126e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -21251350.000000 Penalty: 5939.664551
	Iteration 15Q: 3 clusters Score -2.125135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -21251426.000000 Penalty: 5939.664551
	Iteration 16Q: 3 clusters Score -2.125143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -21251462.000000 Penalty: 5939.664551
	Iteration 17Q: 3 clusters Score -2.125146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -21251478.000000 Penalty: 5939.664551
	Iteration 18Q: 3 clusters Score -2.125148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158465 members 
Entering Unmasked Estep 
Score: -21251478.000000 Penalty: 5939.664551
	Iteration 19Q: 3 clusters Score -2.125148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 158472 members 
Entering Unmasked Estep 
Score: -21251502.000000 Penalty: 5939.664551
	Iteration 20F: 3 clusters Score -2.12515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -21251518.000000 Penalty: 5939.664551
	Iteration 21Q: 3 clusters Score -2.125152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -21251524.000000 Penalty: 5939.664551
	Iteration 22Q: 3 clusters Score -2.125152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -21251528.000000 Penalty: 5939.664551
	Iteration 23Q: 3 clusters Score -2.125153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -21251526.000000 Penalty: 5939.664551
	Iteration 24Q: 3 clusters Score -2.125153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158481 members 
Entering Unmasked Estep 
Score: -21251538.000000 Penalty: 5939.664551
	Iteration 25Q: 3 clusters Score -2.125154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158485 members 
Entering Unmasked Estep 
Score: -21251552.000000 Penalty: 5939.664551
	Iteration 26Q: 3 clusters Score -2.125155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -21251548.000000 Penalty: 5939.664551
	Iteration 27Q: 3 clusters Score -2.125155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -21251558.000000 Penalty: 5939.664551
	Iteration 28Q: 3 clusters Score -2.125156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -21251550.000000 Penalty: 5939.664551
	Iteration 29Q: 3 clusters Score -2.125155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -21251550.000000 Penalty: 5939.664551
	Iteration 30F: 3 clusters Score -2.125155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -589495.562500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -589495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -585160.937500 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -585160.9 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -586100.750000 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -586100.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -586310.375000 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -586310.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -586451.125000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -586451.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -586572.000000 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -586572 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -586685.187500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -586685.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -586811.687500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -586811.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -586939.250000 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -586939.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -587074.000000 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -587074 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -587190.625000 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -587190.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -587303.812500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -587303.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -587421.312500 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -587421.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -587513.812500 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -587513.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -587583.125000 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -587583.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -587644.062500 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -587644.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -587701.875000 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -587701.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -587756.187500 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -587756.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -587815.187500 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -587815.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587875.312500 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -587875.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -587915.500000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -587915.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -587939.437500 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -587939.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -587952.750000 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -587952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -587962.312500 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -587962.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -587968.562500 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -587968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -587974.812500 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -587974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -587979.312500 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -587979.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -587984.125000 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -587984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -587990.000000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -587990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -588001.000000 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -588001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -588011.687500 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -588011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -588019.062500 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -588019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -588022.625000 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -588022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -588026.750000 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -588026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -588032.375000 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -588032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -588037.437500 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -588037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -588042.812500 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -588042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -588043.437500 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -588043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -588045.875000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -588045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -588046.937500 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -588046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -588047.687500 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -588047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -588047.312500 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -588047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -588047.937500 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -588047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -588049.437500 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -588049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -588049.437500 Penalty: 4185.429688
	Iteration 43F: 3 clusters Score -588049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Entering Unmasked Estep 
Score: -21132300.000000 Penalty: 2965.500244
	Iteration 0F: 2 clusters Score -2.11323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -21029864.000000 Penalty: 5931.000488
	Iteration 0F: 3 clusters Score -2.102986e+07 nChanged 74703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -21073652.000000 Penalty: 5931.000488
	Iteration 1F: 3 clusters Score -2.107365e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -21074518.000000 Penalty: 5931.000488
	Iteration 2Q: 3 clusters Score -2.107452e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -21075560.000000 Penalty: 5931.000488
	Iteration 3Q: 3 clusters Score -2.107556e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -21077120.000000 Penalty: 5931.000488
	Iteration 4Q: 3 clusters Score -2.107712e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -21079396.000000 Penalty: 5931.000488
	Iteration 5Q: 3 clusters Score -2.10794e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -21083370.000000 Penalty: 5931.000488
	Iteration 6F: 3 clusters Score -2.108337e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -21089970.000000 Penalty: 5931.000488
	Iteration 7F: 3 clusters Score -2.108997e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -21099798.000000 Penalty: 5931.000488
	Iteration 8F: 3 clusters Score -2.10998e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 132569 members 
Entering Unmasked Estep 
Score: -21110822.000000 Penalty: 5931.000488
	Iteration 9F: 3 clusters Score -2.111082e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -21119830.000000 Penalty: 5931.000488
	Iteration 10F: 3 clusters Score -2.111983e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -21124938.000000 Penalty: 5931.000488
	Iteration 11Q: 3 clusters Score -2.112494e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 149990 members 
Entering Unmasked Estep 
Score: -21127292.000000 Penalty: 5931.000488
	Iteration 12Q: 3 clusters Score -2.112729e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -21128340.000000 Penalty: 5931.000488
	Iteration 13Q: 3 clusters Score -2.112834e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -21128994.000000 Penalty: 5931.000488
	Iteration 14Q: 3 clusters Score -2.112899e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -21129322.000000 Penalty: 5931.000488
	Iteration 15Q: 3 clusters Score -2.112932e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -21129444.000000 Penalty: 5931.000488
	Iteration 16Q: 3 clusters Score -2.112944e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -21129628.000000 Penalty: 5931.000488
	Iteration 17Q: 3 clusters Score -2.112963e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -21129700.000000 Penalty: 5931.000488
	Iteration 18Q: 3 clusters Score -2.11297e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -21129754.000000 Penalty: 5931.000488
	Iteration 19Q: 3 clusters Score -2.112975e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -21129796.000000 Penalty: 5931.000488
	Iteration 20F: 3 clusters Score -2.11298e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -21129792.000000 Penalty: 5931.000488
	Iteration 21Q: 3 clusters Score -2.112979e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -21129808.000000 Penalty: 5931.000488
	Iteration 22Q: 3 clusters Score -2.112981e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -21129808.000000 Penalty: 5931.000488
	Iteration 23Q: 3 clusters Score -2.112981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -21129814.000000 Penalty: 5931.000488
	Iteration 24Q: 3 clusters Score -2.112981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -21129834.000000 Penalty: 5931.000488
	Iteration 25Q: 3 clusters Score -2.112983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -21129842.000000 Penalty: 5931.000488
	Iteration 26Q: 3 clusters Score -2.112984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -21129860.000000 Penalty: 5931.000488
	Iteration 27Q: 3 clusters Score -2.112986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -21129848.000000 Penalty: 5931.000488
	Iteration 28Q: 3 clusters Score -2.112985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -21129880.000000 Penalty: 5931.000488
	Iteration 29Q: 3 clusters Score -2.112988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -21129910.000000 Penalty: 5931.000488
	Iteration 30Q: 3 clusters Score -2.112991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -21129928.000000 Penalty: 5931.000488
	Iteration 31Q: 3 clusters Score -2.112993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -21129934.000000 Penalty: 5931.000488
	Iteration 32Q: 3 clusters Score -2.112993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -21129928.000000 Penalty: 5931.000488
	Iteration 33Q: 3 clusters Score -2.112993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -21129942.000000 Penalty: 5931.000488
	Iteration 34Q: 3 clusters Score -2.112994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -21129932.000000 Penalty: 5931.000488
	Iteration 35Q: 3 clusters Score -2.112993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -21129934.000000 Penalty: 5931.000488
	Iteration 36Q: 3 clusters Score -2.112993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -21129956.000000 Penalty: 5931.000488
	Iteration 37Q: 3 clusters Score -2.112996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -21129948.000000 Penalty: 5931.000488
	Iteration 38Q: 3 clusters Score -2.112995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -21129944.000000 Penalty: 5931.000488
	Iteration 39Q: 3 clusters Score -2.112994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -21129942.000000 Penalty: 5931.000488
	Iteration 40F: 3 clusters Score -2.112994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -21129940.000000 Penalty: 5931.000488
	Iteration 41Q: 3 clusters Score -2.112994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -21129946.000000 Penalty: 5931.000488
	Iteration 42Q: 3 clusters Score -2.112995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5931.000488
	Iteration 43Q: 3 clusters Score -2.112997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -21129972.000000 Penalty: 5931.000488
	Iteration 44Q: 3 clusters Score -2.112997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -21129966.000000 Penalty: 5931.000488
	Iteration 45Q: 3 clusters Score -2.112997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -21129982.000000 Penalty: 5931.000488
	Iteration 46Q: 3 clusters Score -2.112998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -21129978.000000 Penalty: 5931.000488
	Iteration 47Q: 3 clusters Score -2.112998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -21129976.000000 Penalty: 5931.000488
	Iteration 48Q: 3 clusters Score -2.112998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -21129968.000000 Penalty: 5931.000488
	Iteration 49Q: 3 clusters Score -2.112997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -21129966.000000 Penalty: 5931.000488
	Iteration 50Q: 3 clusters Score -2.112997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -21129962.000000 Penalty: 5931.000488
	Iteration 51Q: 3 clusters Score -2.112996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5931.000488
	Iteration 52Q: 3 clusters Score -2.112997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -21129964.000000 Penalty: 5931.000488
	Iteration 53Q: 3 clusters Score -2.112996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5931.000488
	Iteration 54Q: 3 clusters Score -2.112997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5931.000488
	Iteration 55Q: 3 clusters Score -2.112997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5931.000488
	Iteration 56F: 3 clusters Score -2.112997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Entering Unmasked Estep 
Score: -4719674.500000 Penalty: 2593.036133
	Iteration 0F: 2 clusters Score -4719674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4696047.000000 Penalty: 5186.072266
	Iteration 0F: 3 clusters Score -4696047 nChanged 15710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4704675.000000 Penalty: 5186.072266
	Iteration 1F: 3 clusters Score -4704675 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4705154.500000 Penalty: 5186.072266
	Iteration 2Q: 3 clusters Score -4705154 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4705584.000000 Penalty: 5186.072266
	Iteration 3Q: 3 clusters Score -4705584 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4705977.500000 Penalty: 5186.072266
	Iteration 4Q: 3 clusters Score -4705978 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4706378.000000 Penalty: 5186.072266
	Iteration 5Q: 3 clusters Score -4706378 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4706806.500000 Penalty: 5186.072266
	Iteration 6Q: 3 clusters Score -4706806 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4707352.000000 Penalty: 5186.072266
	Iteration 7Q: 3 clusters Score -4707352 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4707881.500000 Penalty: 5186.072266
	Iteration 8Q: 3 clusters Score -4707882 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4708447.000000 Penalty: 5186.072266
	Iteration 9Q: 3 clusters Score -4708447 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4709172.000000 Penalty: 5186.072266
	Iteration 10Q: 3 clusters Score -4709172 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4709941.000000 Penalty: 5186.072266
	Iteration 11Q: 3 clusters Score -4709941 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4710809.500000 Penalty: 5186.072266
	Iteration 12Q: 3 clusters Score -4710810 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4711657.500000 Penalty: 5186.072266
	Iteration 13Q: 3 clusters Score -4711658 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4712421.500000 Penalty: 5186.072266
	Iteration 14Q: 3 clusters Score -4712422 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4713056.000000 Penalty: 5186.072266
	Iteration 15Q: 3 clusters Score -4713056 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4713439.500000 Penalty: 5186.072266
	Iteration 16Q: 3 clusters Score -4713440 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4713686.000000 Penalty: 5186.072266
	Iteration 17Q: 3 clusters Score -4713686 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4713833.500000 Penalty: 5186.072266
	Iteration 18Q: 3 clusters Score -4713834 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4713942.500000 Penalty: 5186.072266
	Iteration 19Q: 3 clusters Score -4713942 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4714016.500000 Penalty: 5186.072266
	Iteration 20F: 3 clusters Score -4714016 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -4714052.500000 Penalty: 5186.072266
	Iteration 21Q: 3 clusters Score -4714052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4714117.000000 Penalty: 5186.072266
	Iteration 22Q: 3 clusters Score -4714117 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4714166.000000 Penalty: 5186.072266
	Iteration 23Q: 3 clusters Score -4714166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -4714236.500000 Penalty: 5186.072266
	Iteration 24Q: 3 clusters Score -4714236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4714298.500000 Penalty: 5186.072266
	Iteration 25Q: 3 clusters Score -4714298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4714332.500000 Penalty: 5186.072266
	Iteration 26Q: 3 clusters Score -4714332 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4714390.500000 Penalty: 5186.072266
	Iteration 27Q: 3 clusters Score -4714390 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4714445.500000 Penalty: 5186.072266
	Iteration 28Q: 3 clusters Score -4714446 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -4714497.000000 Penalty: 5186.072266
	Iteration 29Q: 3 clusters Score -4714497 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4714536.000000 Penalty: 5186.072266
	Iteration 30Q: 3 clusters Score -4714536 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -4714569.000000 Penalty: 5186.072266
	Iteration 31Q: 3 clusters Score -4714569 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4714617.500000 Penalty: 5186.072266
	Iteration 32Q: 3 clusters Score -4714618 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4714693.000000 Penalty: 5186.072266
	Iteration 33Q: 3 clusters Score -4714693 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -4714728.500000 Penalty: 5186.072266
	Iteration 34Q: 3 clusters Score -4714728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4714782.000000 Penalty: 5186.072266
	Iteration 35Q: 3 clusters Score -4714782 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4714837.000000 Penalty: 5186.072266
	Iteration 36Q: 3 clusters Score -4714837 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4714908.000000 Penalty: 5186.072266
	Iteration 37Q: 3 clusters Score -4714908 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4714966.500000 Penalty: 5186.072266
	Iteration 38Q: 3 clusters Score -4714966 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4715037.500000 Penalty: 5186.072266
	Iteration 39Q: 3 clusters Score -4715038 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4715124.000000 Penalty: 5186.072266
	Iteration 40F: 3 clusters Score -4715124 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4715233.000000 Penalty: 5186.072266
	Iteration 41Q: 3 clusters Score -4715233 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -4715359.000000 Penalty: 5186.072266
	Iteration 42Q: 3 clusters Score -4715359 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4715487.000000 Penalty: 5186.072266
	Iteration 43Q: 3 clusters Score -4715487 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4715617.000000 Penalty: 5186.072266
	Iteration 44Q: 3 clusters Score -4715617 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4715744.500000 Penalty: 5186.072266
	Iteration 45Q: 3 clusters Score -4715744 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4715894.000000 Penalty: 5186.072266
	Iteration 46Q: 3 clusters Score -4715894 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4716030.500000 Penalty: 5186.072266
	Iteration 47Q: 3 clusters Score -4716030 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4716176.000000 Penalty: 5186.072266
	Iteration 48Q: 3 clusters Score -4716176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4716312.000000 Penalty: 5186.072266
	Iteration 49Q: 3 clusters Score -4716312 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4716417.500000 Penalty: 5186.072266
	Iteration 50Q: 3 clusters Score -4716418 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4716535.000000 Penalty: 5186.072266
	Iteration 51Q: 3 clusters Score -4716535 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4716637.000000 Penalty: 5186.072266
	Iteration 52Q: 3 clusters Score -4716637 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4716750.000000 Penalty: 5186.072266
	Iteration 53Q: 3 clusters Score -4716750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4716849.000000 Penalty: 5186.072266
	Iteration 54Q: 3 clusters Score -4716849 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4716924.500000 Penalty: 5186.072266
	Iteration 55Q: 3 clusters Score -4716924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4717001.500000 Penalty: 5186.072266
	Iteration 56Q: 3 clusters Score -4717002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4717066.500000 Penalty: 5186.072266
	Iteration 57Q: 3 clusters Score -4717066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4717109.000000 Penalty: 5186.072266
	Iteration 58Q: 3 clusters Score -4717109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4717149.000000 Penalty: 5186.072266
	Iteration 59Q: 3 clusters Score -4717149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4717196.000000 Penalty: 5186.072266
	Iteration 60F: 3 clusters Score -4717196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4717240.500000 Penalty: 5186.072266
	Iteration 61Q: 3 clusters Score -4717240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4717277.000000 Penalty: 5186.072266
	Iteration 62Q: 3 clusters Score -4717277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4717311.500000 Penalty: 5186.072266
	Iteration 63Q: 3 clusters Score -4717312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4717336.500000 Penalty: 5186.072266
	Iteration 64Q: 3 clusters Score -4717336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4717352.500000 Penalty: 5186.072266
	Iteration 65Q: 3 clusters Score -4717352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4717370.500000 Penalty: 5186.072266
	Iteration 66Q: 3 clusters Score -4717370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4717395.000000 Penalty: 5186.072266
	Iteration 67Q: 3 clusters Score -4717395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4717403.500000 Penalty: 5186.072266
	Iteration 68Q: 3 clusters Score -4717404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4717416.500000 Penalty: 5186.072266
	Iteration 69Q: 3 clusters Score -4717416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4717424.500000 Penalty: 5186.072266
	Iteration 70Q: 3 clusters Score -4717424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4717425.500000 Penalty: 5186.072266
	Iteration 71Q: 3 clusters Score -4717426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4717421.500000 Penalty: 5186.072266
	Iteration 72Q: 3 clusters Score -4717422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4717420.500000 Penalty: 5186.072266
	Iteration 73Q: 3 clusters Score -4717420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4717426.500000 Penalty: 5186.072266
	Iteration 74Q: 3 clusters Score -4717426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4717429.000000 Penalty: 5186.072266
	Iteration 75Q: 3 clusters Score -4717429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4717431.500000 Penalty: 5186.072266
	Iteration 76Q: 3 clusters Score -4717432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4717426.500000 Penalty: 5186.072266
	Iteration 77Q: 3 clusters Score -4717426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4717426.500000 Penalty: 5186.072266
	Iteration 78F: 3 clusters Score -4717426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139049 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148403 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62967 members 
Mstep: Class 11 contains 135870 members 
Mstep: Class 12 contains 67233 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158757 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366384.000000 Penalty: 73593.648438
Iteration 239Q: 22 clusters Score -1.803664e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148399 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143818 members 
Mstep: Class 10 contains 62958 members 
Mstep: Class 11 contains 135855 members 
Mstep: Class 12 contains 67232 members 
Mstep: Class 13 contains 177063 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158779 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156022 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 240F: 22 clusters Score -1.803663e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148396 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143815 members 
Mstep: Class 10 contains 62954 members 
Mstep: Class 11 contains 135835 members 
Mstep: Class 12 contains 67237 members 
Mstep: Class 13 contains 177060 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158800 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156043 members 
Mstep: Class 23 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 241Q: 22 clusters Score -1.803664e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148404 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62950 members 
Mstep: Class 11 contains 135816 members 
Mstep: Class 12 contains 67239 members 
Mstep: Class 13 contains 177057 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158816 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156051 members 
Mstep: Class 23 contains 34739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 242Q: 22 clusters Score -1.803664e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148412 members 
Mstep: Class 5 contains 104156 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 143807 members 
Mstep: Class 10 contains 62949 members 
Mstep: Class 11 contains 135798 members 
Mstep: Class 12 contains 67243 members 
Mstep: Class 13 contains 177055 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158834 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156032 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366496.000000 Penalty: 73593.648438
Iteration 243Q: 22 clusters Score -1.803665e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139022 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148415 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62946 members 
Mstep: Class 11 contains 135795 members 
Mstep: Class 12 contains 67247 members 
Mstep: Class 13 contains 177065 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158844 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156029 members 
Mstep: Class 23 contains 34739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 73593.648438
Iteration 244Q: 22 clusters Score -1.803663e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139026 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148407 members 
Mstep: Class 5 contains 104156 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143808 members 
Mstep: Class 10 contains 62944 members 
Mstep: Class 11 contains 135779 members 
Mstep: Class 12 contains 67253 members 
Mstep: Class 13 contains 177069 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158848 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156036 members 
Mstep: Class 23 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366320.000000 Penalty: 73593.648438
Iteration 245Q: 22 clusters Score -1.803663e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148409 members 
Mstep: Class 5 contains 104149 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143807 members 
Mstep: Class 10 contains 62945 members 
Mstep: Class 11 contains 135754 members 
Mstep: Class 12 contains 67261 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158855 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156036 members 
Mstep: Class 23 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 246Q: 22 clusters Score -1.803664e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148411 members 
Mstep: Class 5 contains 104145 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143807 members 
Mstep: Class 10 contains 62941 members 
Mstep: Class 11 contains 135728 members 
Mstep: Class 12 contains 67262 members 
Mstep: Class 13 contains 177060 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158863 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156054 members 
Mstep: Class 23 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 73593.648438
Iteration 247Q: 22 clusters Score -1.803663e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148414 members 
Mstep: Class 5 contains 104145 members 
Mstep: Class 6 contains 9194 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143815 members 
Mstep: Class 10 contains 62937 members 
Mstep: Class 11 contains 135690 members 
Mstep: Class 12 contains 67262 members 
Mstep: Class 13 contains 177063 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158883 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156071 members 
Mstep: Class 23 contains 34737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366224.000000 Penalty: 73593.648438
Iteration 248Q: 22 clusters Score -1.803662e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139028 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148417 members 
Mstep: Class 5 contains 104148 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143805 members 
Mstep: Class 10 contains 62931 members 
Mstep: Class 11 contains 135664 members 
Mstep: Class 12 contains 67266 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158899 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156079 members 
Mstep: Class 23 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366032.000000 Penalty: 73593.648438
Iteration 249Q: 22 clusters Score -1.80366e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148425 members 
Mstep: Class 5 contains 104150 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62927 members 
Mstep: Class 11 contains 135634 members 
Mstep: Class 12 contains 67265 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158913 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156095 members 
Mstep: Class 23 contains 34739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366016.000000 Penalty: 73593.648438
Iteration 250Q: 22 clusters Score -1.80366e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148426 members 
Mstep: Class 5 contains 104152 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143802 members 
Mstep: Class 10 contains 62927 members 
Mstep: Class 11 contains 135608 members 
Mstep: Class 12 contains 67263 members 
Mstep: Class 13 contains 177068 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158935 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156107 members 
Mstep: Class 23 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366096.000000 Penalty: 73593.648438
Iteration 251Q: 22 clusters Score -1.803661e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148436 members 
Mstep: Class 5 contains 104153 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62932 members 
Mstep: Class 11 contains 135594 members 
Mstep: Class 12 contains 67266 members 
Mstep: Class 13 contains 177066 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158937 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156100 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366128.000000 Penalty: 73593.648438
Iteration 252Q: 22 clusters Score -1.803661e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148439 members 
Mstep: Class 5 contains 104154 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143804 members 
Mstep: Class 10 contains 62932 members 
Mstep: Class 11 contains 135581 members 
Mstep: Class 12 contains 67269 members 
Mstep: Class 13 contains 177066 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158956 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156097 members 
Mstep: Class 23 contains 34739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366016.000000 Penalty: 73593.648438
Iteration 253Q: 22 clusters Score -1.80366e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148443 members 
Mstep: Class 5 contains 104156 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143801 members 
Mstep: Class 10 contains 62935 members 
Mstep: Class 11 contains 135569 members 
Mstep: Class 12 contains 67268 members 
Mstep: Class 13 contains 177068 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158965 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156095 members 
Mstep: Class 23 contains 34744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366096.000000 Penalty: 73593.648438
Iteration 254Q: 22 clusters Score -1.803661e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104160 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143800 members 
Mstep: Class 10 contains 62932 members 
Mstep: Class 11 contains 135558 members 
Mstep: Class 12 contains 67267 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158971 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156103 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366176.000000 Penalty: 73593.648438
Iteration 255Q: 22 clusters Score -1.803662e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148438 members 
Mstep: Class 5 contains 104157 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143802 members 
Mstep: Class 10 contains 62936 members 
Mstep: Class 11 contains 135550 members 
Mstep: Class 12 contains 67267 members 
Mstep: Class 13 contains 177078 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158984 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156099 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 256Q: 22 clusters Score -1.803663e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148440 members 
Mstep: Class 5 contains 104158 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143802 members 
Mstep: Class 10 contains 62935 members 
Mstep: Class 11 contains 135540 members 
Mstep: Class 12 contains 67264 members 
Mstep: Class 13 contains 177079 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158994 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156094 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366080.000000 Penalty: 73593.648438
Iteration 257Q: 22 clusters Score -1.803661e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148440 members 
Mstep: Class 5 contains 104165 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143801 members 
Mstep: Class 10 contains 62933 members 
Mstep: Class 11 contains 135535 members 
Mstep: Class 12 contains 67267 members 
Mstep: Class 13 contains 177082 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 158998 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156076 members 
Mstep: Class 23 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366192.000000 Penalty: 73593.648438
Iteration 258Q: 22 clusters Score -1.803662e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148446 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143804 members 
Mstep: Class 10 contains 62926 members 
Mstep: Class 11 contains 135531 members 
Mstep: Class 12 contains 67268 members 
Mstep: Class 13 contains 177084 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159012 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156053 members 
Mstep: Class 23 contains 34753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366384.000000 Penalty: 73593.648438
Iteration 259Q: 22 clusters Score -1.803664e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148451 members 
Mstep: Class 5 contains 104168 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143803 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135533 members 
Mstep: Class 12 contains 67271 members 
Mstep: Class 13 contains 177086 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159029 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156034 members 
Mstep: Class 23 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 260F: 22 clusters Score -1.803663e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148450 members 
Mstep: Class 5 contains 104175 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143798 members 
Mstep: Class 10 contains 62923 members 
Mstep: Class 11 contains 135539 members 
Mstep: Class 12 contains 67272 members 
Mstep: Class 13 contains 177090 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159043 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 34756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366224.000000 Penalty: 73593.648438
Iteration 261Q: 22 clusters Score -1.803662e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148446 members 
Mstep: Class 5 contains 104175 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143797 members 
Mstep: Class 10 contains 62923 members 
Mstep: Class 11 contains 135539 members 
Mstep: Class 12 contains 67275 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159062 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155986 members 
Mstep: Class 23 contains 34757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366128.000000 Penalty: 73593.648438
Iteration 262Q: 22 clusters Score -1.803661e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138977 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148443 members 
Mstep: Class 5 contains 104179 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143800 members 
Mstep: Class 10 contains 62922 members 
Mstep: Class 11 contains 135535 members 
Mstep: Class 12 contains 67274 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159070 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155973 members 
Mstep: Class 23 contains 34760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366288.000000 Penalty: 73593.648438
Iteration 263Q: 22 clusters Score -1.803663e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138971 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148444 members 
Mstep: Class 5 contains 104181 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143809 members 
Mstep: Class 10 contains 62920 members 
Mstep: Class 11 contains 135534 members 
Mstep: Class 12 contains 67276 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159090 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155950 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366224.000000 Penalty: 73593.648438
Iteration 264Q: 22 clusters Score -1.803662e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148438 members 
Mstep: Class 5 contains 104179 members 
Mstep: Class 6 contains 9205 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62919 members 
Mstep: Class 11 contains 135532 members 
Mstep: Class 12 contains 67277 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159093 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155944 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366288.000000 Penalty: 73593.648438
Iteration 265Q: 22 clusters Score -1.803663e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138970 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148443 members 
Mstep: Class 5 contains 104181 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143813 members 
Mstep: Class 10 contains 62921 members 
Mstep: Class 11 contains 135524 members 
Mstep: Class 12 contains 67279 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159095 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155937 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366320.000000 Penalty: 73593.648438
Iteration 266Q: 22 clusters Score -1.803663e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148446 members 
Mstep: Class 5 contains 104182 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143815 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135522 members 
Mstep: Class 12 contains 67279 members 
Mstep: Class 13 contains 177106 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159097 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155938 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366352.000000 Penalty: 73593.648438
Iteration 267Q: 22 clusters Score -1.803664e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148451 members 
Mstep: Class 5 contains 104184 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143816 members 
Mstep: Class 10 contains 62923 members 
Mstep: Class 11 contains 135518 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159103 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155931 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 268Q: 22 clusters Score -1.803664e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138954 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148447 members 
Mstep: Class 5 contains 104189 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143814 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135522 members 
Mstep: Class 12 contains 67279 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159111 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155929 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 269Q: 22 clusters Score -1.803664e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148446 members 
Mstep: Class 5 contains 104190 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143816 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135523 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159113 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155923 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 270Q: 22 clusters Score -1.803664e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148441 members 
Mstep: Class 5 contains 104194 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 143815 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135526 members 
Mstep: Class 12 contains 67281 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159122 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155916 members 
Mstep: Class 23 contains 34756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 271Q: 22 clusters Score -1.803664e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138949 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148435 members 
Mstep: Class 5 contains 104198 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143818 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 135534 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177108 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159122 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155912 members 
Mstep: Class 23 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366496.000000 Penalty: 73593.648438
Iteration 272Q: 22 clusters Score -1.803665e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138948 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104199 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143816 members 
Mstep: Class 10 contains 62923 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177106 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159126 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155909 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 273Q: 22 clusters Score -1.803664e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143818 members 
Mstep: Class 10 contains 62921 members 
Mstep: Class 11 contains 135546 members 
Mstep: Class 12 contains 67281 members 
Mstep: Class 13 contains 177104 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159127 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155912 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366512.000000 Penalty: 73593.648438
Iteration 274Q: 22 clusters Score -1.803665e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143822 members 
Mstep: Class 10 contains 62920 members 
Mstep: Class 11 contains 135550 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159131 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155908 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366464.000000 Penalty: 73593.648438
Iteration 275Q: 22 clusters Score -1.803665e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143820 members 
Mstep: Class 10 contains 62919 members 
Mstep: Class 11 contains 135549 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159136 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155912 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366464.000000 Penalty: 73593.648438
Iteration 276Q: 22 clusters Score -1.803665e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138919 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148439 members 
Mstep: Class 5 contains 104203 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143819 members 
Mstep: Class 10 contains 62917 members 
Mstep: Class 11 contains 135543 members 
Mstep: Class 12 contains 67278 members 
Mstep: Class 13 contains 177110 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159142 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155914 members 
Mstep: Class 23 contains 34750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 277Q: 22 clusters Score -1.803664e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138910 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148435 members 
Mstep: Class 5 contains 104203 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143821 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67281 members 
Mstep: Class 13 contains 177113 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159148 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155910 members 
Mstep: Class 23 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 278Q: 22 clusters Score -1.803664e+08 nChanged 62
Entering ConstructFrom: 
Score: -180366400.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (138902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138902 members 
Entering Unmasked Estep 
Score: -18702668.000000 Penalty: 2936.697998
	Iteration 0F: 2 clusters Score -1.870267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -18610058.000000 Penalty: 5873.395996
	Iteration 0F: 3 clusters Score -1.861006e+07 nChanged 66234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -18648628.000000 Penalty: 5873.395996
	Iteration 1F: 3 clusters Score -1.864863e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -18649954.000000 Penalty: 5873.395996
	Iteration 2Q: 3 clusters Score -1.864995e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -18651858.000000 Penalty: 5873.395996
	Iteration 3Q: 3 clusters Score -1.865186e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -18654922.000000 Penalty: 5873.395996
	Iteration 4Q: 3 clusters Score -1.865492e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -18659572.000000 Penalty: 5873.395996
	Iteration 5F: 3 clusters Score -1.865957e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -18666552.000000 Penalty: 5873.395996
	Iteration 6F: 3 clusters Score -1.866655e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 110088 members 
Entering Unmasked Estep 
Score: -18675288.000000 Penalty: 5873.395996
	Iteration 7F: 3 clusters Score -1.867529e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -18684096.000000 Penalty: 5873.395996
	Iteration 8F: 3 clusters Score -1.86841e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -18691084.000000 Penalty: 5873.395996
	Iteration 9F: 3 clusters Score -1.869108e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -18695638.000000 Penalty: 5873.395996
	Iteration 10Q: 3 clusters Score -1.869564e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -18698046.000000 Penalty: 5873.395996
	Iteration 11Q: 3 clusters Score -1.869805e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -18699042.000000 Penalty: 5873.395996
	Iteration 12Q: 3 clusters Score -1.869904e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 137984 members 
Entering Unmasked Estep 
Score: -18699496.000000 Penalty: 5873.395996
	Iteration 13Q: 3 clusters Score -1.86995e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -18699740.000000 Penalty: 5873.395996
	Iteration 14Q: 3 clusters Score -1.869974e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -18699870.000000 Penalty: 5873.395996
	Iteration 15Q: 3 clusters Score -1.869987e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -18699956.000000 Penalty: 5873.395996
	Iteration 16Q: 3 clusters Score -1.869996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -18700014.000000 Penalty: 5873.395996
	Iteration 17Q: 3 clusters Score -1.870001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -18700060.000000 Penalty: 5873.395996
	Iteration 18Q: 3 clusters Score -1.870006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 138500 members 
Entering Unmasked Estep 
Score: -18700082.000000 Penalty: 5873.395996
	Iteration 19Q: 3 clusters Score -1.870008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 138505 members 
Entering Unmasked Estep 
Score: -18700088.000000 Penalty: 5873.395996
	Iteration 20F: 3 clusters Score -1.870009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -18700088.000000 Penalty: 5873.395996
	Iteration 21Q: 3 clusters Score -1.870009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 138512 members 
Entering Unmasked Estep 
Score: -18700090.000000 Penalty: 5873.395996
	Iteration 22Q: 3 clusters Score -1.870009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -18700084.000000 Penalty: 5873.395996
	Iteration 23Q: 3 clusters Score -1.870008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 138510 members 
Entering Unmasked Estep 
Score: -18700092.000000 Penalty: 5873.395996
	Iteration 24Q: 3 clusters Score -1.870009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 138512 members 
Entering Unmasked Estep 
Score: -18700096.000000 Penalty: 5873.395996
	Iteration 25Q: 3 clusters Score -1.87001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -18700104.000000 Penalty: 5873.395996
	Iteration 26Q: 3 clusters Score -1.87001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -18700106.000000 Penalty: 5873.395996
	Iteration 27Q: 3 clusters Score -1.870011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 138519 members 
Entering Unmasked Estep 
Score: -18700114.000000 Penalty: 5873.395996
	Iteration 28Q: 3 clusters Score -1.870011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 138523 members 
Entering Unmasked Estep 
Score: -18700114.000000 Penalty: 5873.395996
	Iteration 29Q: 3 clusters Score -1.870011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -18700126.000000 Penalty: 5873.395996
	Iteration 30Q: 3 clusters Score -1.870013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 138527 members 
Entering Unmasked Estep 
Score: -18700118.000000 Penalty: 5873.395996
	Iteration 31Q: 3 clusters Score -1.870012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -18700116.000000 Penalty: 5873.395996
	Iteration 32Q: 3 clusters Score -1.870012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -18700130.000000 Penalty: 5873.395996
	Iteration 33Q: 3 clusters Score -1.870013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -18700120.000000 Penalty: 5873.395996
	Iteration 34Q: 3 clusters Score -1.870012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -18700120.000000 Penalty: 5873.395996
	Iteration 35F: 3 clusters Score -1.870012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131918.437500 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131918.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132439.109375 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132439.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132657.671875 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -132657.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132829.687500 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -132829.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133171.031250 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -133171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133477.062500 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -133477.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133716.828125 Penalty: 3473.971191
	Iteration 6F: 3 clusters Score -133716.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -133930.265625 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -133930.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134090.031250 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -134090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134159.421875 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -134159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134178.515625 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -134178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134194.796875 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -134194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134209.171875 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -134209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134215.859375 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134221.140625 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134223.187500 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -134223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134232.671875 Penalty: 3473.971191
	Iteration 16F: 3 clusters Score -134232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134252.484375 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -134252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134257.531250 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -134257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134257.531250 Penalty: 3473.971191
	Iteration 19F: 3 clusters Score -134257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 726 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159154 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
Score: -180364928.000000 Penalty: 77098.109375
Splitting cluster 2 changes total score from -180366400.000000 to -180364928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104527.304688 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104527.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105258.515625 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -105258.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106498.320312 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106498.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106971.523438 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -106971.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -107222.351562 Penalty: 3391.317139
	Iteration 4F: 3 clusters Score -107222.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -107317.398438 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -107317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -107358.656250 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -107358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -107383.085938 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -107383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -107412.492188 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -107427.601562 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -107430.609375 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -107430.609375 Penalty: 3391.317139
	Iteration 11F: 3 clusters Score -107430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 149 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159154 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
Score: -180365920.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180366400.000000 to -180365920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (148433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148433 members 
Entering Unmasked Estep 
Score: -20051884.000000 Penalty: 2953.156494
	Iteration 0F: 2 clusters Score -2.005188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -19953090.000000 Penalty: 5906.312988
	Iteration 0F: 3 clusters Score -1.995309e+07 nChanged 71087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -19994470.000000 Penalty: 5906.312988
	Iteration 1F: 3 clusters Score -1.999447e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -19995272.000000 Penalty: 5906.312988
	Iteration 2Q: 3 clusters Score -1.999527e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -19996214.000000 Penalty: 5906.312988
	Iteration 3Q: 3 clusters Score -1.999621e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -19997170.000000 Penalty: 5906.312988
	Iteration 4Q: 3 clusters Score -1.999717e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -19998706.000000 Penalty: 5906.312988
	Iteration 5Q: 3 clusters Score -1.999871e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -20000614.000000 Penalty: 5906.312988
	Iteration 6Q: 3 clusters Score -2.000061e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -20003082.000000 Penalty: 5906.312988
	Iteration 7Q: 3 clusters Score -2.000308e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -20006382.000000 Penalty: 5906.312988
	Iteration 8Q: 3 clusters Score -2.000638e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -20010780.000000 Penalty: 5906.312988
	Iteration 9F: 3 clusters Score -2.001078e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -20016300.000000 Penalty: 5906.312988
	Iteration 10F: 3 clusters Score -2.00163e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -20023104.000000 Penalty: 5906.312988
	Iteration 11F: 3 clusters Score -2.00231e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -20028464.000000 Penalty: 5906.312988
	Iteration 12F: 3 clusters Score -2.002846e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -20031084.000000 Penalty: 5906.312988
	Iteration 13Q: 3 clusters Score -2.003108e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -20032314.000000 Penalty: 5906.312988
	Iteration 14Q: 3 clusters Score -2.003231e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -20032806.000000 Penalty: 5906.312988
	Iteration 15Q: 3 clusters Score -2.003281e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -20033242.000000 Penalty: 5906.312988
	Iteration 16Q: 3 clusters Score -2.003324e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -20033714.000000 Penalty: 5906.312988
	Iteration 17Q: 3 clusters Score -2.003371e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -20034150.000000 Penalty: 5906.312988
	Iteration 18Q: 3 clusters Score -2.003415e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -20034520.000000 Penalty: 5906.312988
	Iteration 19Q: 3 clusters Score -2.003452e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -20034814.000000 Penalty: 5906.312988
	Iteration 20F: 3 clusters Score -2.003481e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -20035180.000000 Penalty: 5906.312988
	Iteration 21Q: 3 clusters Score -2.003518e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -20035474.000000 Penalty: 5906.312988
	Iteration 22Q: 3 clusters Score -2.003547e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -20035702.000000 Penalty: 5906.312988
	Iteration 23Q: 3 clusters Score -2.00357e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -20035868.000000 Penalty: 5906.312988
	Iteration 24Q: 3 clusters Score -2.003587e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -20036126.000000 Penalty: 5906.312988
	Iteration 25Q: 3 clusters Score -2.003613e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -20036372.000000 Penalty: 5906.312988
	Iteration 26Q: 3 clusters Score -2.003637e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -20036634.000000 Penalty: 5906.312988
	Iteration 27Q: 3 clusters Score -2.003663e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -20036806.000000 Penalty: 5906.312988
	Iteration 28Q: 3 clusters Score -2.003681e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -20037186.000000 Penalty: 5906.312988
	Iteration 29Q: 3 clusters Score -2.003719e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -20037360.000000 Penalty: 5906.312988
	Iteration 30Q: 3 clusters Score -2.003736e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -20037556.000000 Penalty: 5906.312988
	Iteration 31Q: 3 clusters Score -2.003756e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -20037874.000000 Penalty: 5906.312988
	Iteration 32Q: 3 clusters Score -2.003787e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 108301 members 
Entering Unmasked Estep 
Score: -20038282.000000 Penalty: 5906.312988
	Iteration 33Q: 3 clusters Score -2.003828e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -20038696.000000 Penalty: 5906.312988
	Iteration 34Q: 3 clusters Score -2.00387e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -20039128.000000 Penalty: 5906.312988
	Iteration 35Q: 3 clusters Score -2.003913e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -20039444.000000 Penalty: 5906.312988
	Iteration 36Q: 3 clusters Score -2.003944e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 115116 members 
Entering Unmasked Estep 
Score: -20039936.000000 Penalty: 5906.312988
	Iteration 37Q: 3 clusters Score -2.003994e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -20040358.000000 Penalty: 5906.312988
	Iteration 38Q: 3 clusters Score -2.004036e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -20040840.000000 Penalty: 5906.312988
	Iteration 39Q: 3 clusters Score -2.004084e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -20041336.000000 Penalty: 5906.312988
	Iteration 40F: 3 clusters Score -2.004134e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 122290 members 
Entering Unmasked Estep 
Score: -20041700.000000 Penalty: 5906.312988
	Iteration 41Q: 3 clusters Score -2.00417e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -20042276.000000 Penalty: 5906.312988
	Iteration 42Q: 3 clusters Score -2.004228e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 126087 members 
Entering Unmasked Estep 
Score: -20042892.000000 Penalty: 5906.312988
	Iteration 43Q: 3 clusters Score -2.004289e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -20043538.000000 Penalty: 5906.312988
	Iteration 44Q: 3 clusters Score -2.004354e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -20044130.000000 Penalty: 5906.312988
	Iteration 45Q: 3 clusters Score -2.004413e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 131712 members 
Entering Unmasked Estep 
Score: -20044712.000000 Penalty: 5906.312988
	Iteration 46Q: 3 clusters Score -2.004471e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 133407 members 
Entering Unmasked Estep 
Score: -20045226.000000 Penalty: 5906.312988
	Iteration 47Q: 3 clusters Score -2.004523e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 134962 members 
Entering Unmasked Estep 
Score: -20045638.000000 Penalty: 5906.312988
	Iteration 48Q: 3 clusters Score -2.004564e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -20046230.000000 Penalty: 5906.312988
	Iteration 49Q: 3 clusters Score -2.004623e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -20046822.000000 Penalty: 5906.312988
	Iteration 50Q: 3 clusters Score -2.004682e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -20047172.000000 Penalty: 5906.312988
	Iteration 51Q: 3 clusters Score -2.004717e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 139969 members 
Entering Unmasked Estep 
Score: -20047550.000000 Penalty: 5906.312988
	Iteration 52Q: 3 clusters Score -2.004755e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -20047806.000000 Penalty: 5906.312988
	Iteration 53Q: 3 clusters Score -2.004781e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 141706 members 
Entering Unmasked Estep 
Score: -20048100.000000 Penalty: 5906.312988
	Iteration 54Q: 3 clusters Score -2.00481e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -20048288.000000 Penalty: 5906.312988
	Iteration 55Q: 3 clusters Score -2.004829e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -20048546.000000 Penalty: 5906.312988
	Iteration 56Q: 3 clusters Score -2.004855e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 143587 members 
Entering Unmasked Estep 
Score: -20048708.000000 Penalty: 5906.312988
	Iteration 57Q: 3 clusters Score -2.004871e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -20048878.000000 Penalty: 5906.312988
	Iteration 58Q: 3 clusters Score -2.004888e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -20049018.000000 Penalty: 5906.312988
	Iteration 59Q: 3 clusters Score -2.004902e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 144794 members 
Entering Unmasked Estep 
Score: -20049146.000000 Penalty: 5906.312988
	Iteration 60F: 3 clusters Score -2.004915e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -20049198.000000 Penalty: 5906.312988
	Iteration 61Q: 3 clusters Score -2.00492e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -20049236.000000 Penalty: 5906.312988
	Iteration 62Q: 3 clusters Score -2.004924e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 145498 members 
Entering Unmasked Estep 
Score: -20049218.000000 Penalty: 5906.312988
	Iteration 63Q: 3 clusters Score -2.004922e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 145667 members 
Entering Unmasked Estep 
Score: -20049268.000000 Penalty: 5906.312988
	Iteration 64Q: 3 clusters Score -2.004927e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 145813 members 
Entering Unmasked Estep 
Score: -20049316.000000 Penalty: 5906.312988
	Iteration 65Q: 3 clusters Score -2.004932e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -20049322.000000 Penalty: 5906.312988
	Iteration 66Q: 3 clusters Score -2.004932e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 146056 members 
Entering Unmasked Estep 
Score: -20049312.000000 Penalty: 5906.312988
	Iteration 67Q: 3 clusters Score -2.004931e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 146144 members 
Entering Unmasked Estep 
Score: -20049328.000000 Penalty: 5906.312988
	Iteration 68Q: 3 clusters Score -2.004933e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -20049340.000000 Penalty: 5906.312988
	Iteration 69Q: 3 clusters Score -2.004934e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -20049322.000000 Penalty: 5906.312988
	Iteration 70Q: 3 clusters Score -2.004932e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -20049372.000000 Penalty: 5906.312988
	Iteration 71Q: 3 clusters Score -2.004937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -20049370.000000 Penalty: 5906.312988
	Iteration 72Q: 3 clusters Score -2.004937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -20049398.000000 Penalty: 5906.312988
	Iteration 73Q: 3 clusters Score -2.00494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -20049396.000000 Penalty: 5906.312988
	Iteration 74Q: 3 clusters Score -2.00494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -20049386.000000 Penalty: 5906.312988
	Iteration 75Q: 3 clusters Score -2.004939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 146537 members 
Entering Unmasked Estep 
Score: -20049372.000000 Penalty: 5906.312988
	Iteration 76Q: 3 clusters Score -2.004937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20049406.000000 Penalty: 5906.312988
	Iteration 77Q: 3 clusters Score -2.004941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -20049394.000000 Penalty: 5906.312988
	Iteration 78Q: 3 clusters Score -2.004939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -20049376.000000 Penalty: 5906.312988
	Iteration 79Q: 3 clusters Score -2.004938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -20049380.000000 Penalty: 5906.312988
	Iteration 80F: 3 clusters Score -2.004938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 146706 members 
Entering Unmasked Estep 
Score: -20049398.000000 Penalty: 5906.312988
	Iteration 81Q: 3 clusters Score -2.00494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 146742 members 
Entering Unmasked Estep 
Score: -20049412.000000 Penalty: 5906.312988
	Iteration 82Q: 3 clusters Score -2.004941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -20049412.000000 Penalty: 5906.312988
	Iteration 83Q: 3 clusters Score -2.004941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -20049428.000000 Penalty: 5906.312988
	Iteration 84Q: 3 clusters Score -2.004943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -20049438.000000 Penalty: 5906.312988
	Iteration 85Q: 3 clusters Score -2.004944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -20049410.000000 Penalty: 5906.312988
	Iteration 86Q: 3 clusters Score -2.004941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 146830 members 
Entering Unmasked Estep 
Score: -20049420.000000 Penalty: 5906.312988
	Iteration 87Q: 3 clusters Score -2.004942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -20049436.000000 Penalty: 5906.312988
	Iteration 88Q: 3 clusters Score -2.004944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -20049452.000000 Penalty: 5906.312988
	Iteration 89Q: 3 clusters Score -2.004945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 146904 members 
Entering Unmasked Estep 
Score: -20049448.000000 Penalty: 5906.312988
	Iteration 90Q: 3 clusters Score -2.004945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -20049460.000000 Penalty: 5906.312988
	Iteration 91Q: 3 clusters Score -2.004946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -20049470.000000 Penalty: 5906.312988
	Iteration 92Q: 3 clusters Score -2.004947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -20049480.000000 Penalty: 5906.312988
	Iteration 93Q: 3 clusters Score -2.004948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 147006 members 
Entering Unmasked Estep 
Score: -20049478.000000 Penalty: 5906.312988
	Iteration 94Q: 3 clusters Score -2.004948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 147020 members 
Entering Unmasked Estep 
Score: -20049488.000000 Penalty: 5906.312988
	Iteration 95Q: 3 clusters Score -2.004949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 147031 members 
Entering Unmasked Estep 
Score: -20049508.000000 Penalty: 5906.312988
	Iteration 96Q: 3 clusters Score -2.004951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 147039 members 
Entering Unmasked Estep 
Score: -20049528.000000 Penalty: 5906.312988
	Iteration 97Q: 3 clusters Score -2.004953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -20049526.000000 Penalty: 5906.312988
	Iteration 98Q: 3 clusters Score -2.004953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -20049544.000000 Penalty: 5906.312988
	Iteration 99Q: 3 clusters Score -2.004954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 147072 members 
Entering Unmasked Estep 
Score: -20049544.000000 Penalty: 5906.312988
	Iteration 100F: 3 clusters Score -2.004954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -20049540.000000 Penalty: 5906.312988
	Iteration 101Q: 3 clusters Score -2.004954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -20049558.000000 Penalty: 5906.312988
	Iteration 102Q: 3 clusters Score -2.004956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 147102 members 
Entering Unmasked Estep 
Score: -20049556.000000 Penalty: 5906.312988
	Iteration 103Q: 3 clusters Score -2.004956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -20049566.000000 Penalty: 5906.312988
	Iteration 104Q: 3 clusters Score -2.004957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -20049572.000000 Penalty: 5906.312988
	Iteration 105Q: 3 clusters Score -2.004957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 147125 members 
Entering Unmasked Estep 
Score: -20049568.000000 Penalty: 5906.312988
	Iteration 106Q: 3 clusters Score -2.004957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -20049570.000000 Penalty: 5906.312988
	Iteration 107Q: 3 clusters Score -2.004957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -20049564.000000 Penalty: 5906.312988
	Iteration 108Q: 3 clusters Score -2.004956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -20049546.000000 Penalty: 5906.312988
	Iteration 109Q: 3 clusters Score -2.004955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -20049552.000000 Penalty: 5906.312988
	Iteration 110Q: 3 clusters Score -2.004955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -20049552.000000 Penalty: 5906.312988
	Iteration 111Q: 3 clusters Score -2.004955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 147144 members 
Entering Unmasked Estep 
Score: -20049568.000000 Penalty: 5906.312988
	Iteration 112Q: 3 clusters Score -2.004957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 147149 members 
Entering Unmasked Estep 
Score: -20049568.000000 Penalty: 5906.312988
	Iteration 113Q: 3 clusters Score -2.004957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 147155 members 
Entering Unmasked Estep 
Score: -20049578.000000 Penalty: 5906.312988
	Iteration 114Q: 3 clusters Score -2.004958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -20049578.000000 Penalty: 5906.312988
	Iteration 115Q: 3 clusters Score -2.004958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -20049574.000000 Penalty: 5906.312988
	Iteration 116Q: 3 clusters Score -2.004957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -20049584.000000 Penalty: 5906.312988
	Iteration 117Q: 3 clusters Score -2.004958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -20049602.000000 Penalty: 5906.312988
	Iteration 118Q: 3 clusters Score -2.00496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -20049592.000000 Penalty: 5906.312988
	Iteration 119Q: 3 clusters Score -2.004959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -20049600.000000 Penalty: 5906.312988
	Iteration 120F: 3 clusters Score -2.00496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104202 members 
Entering Unmasked Estep 
Score: -14079893.000000 Penalty: 2865.413574
	Iteration 0F: 2 clusters Score -1.407989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -14010033.000000 Penalty: 5730.827148
	Iteration 0F: 3 clusters Score -1.401003e+07 nChanged 49464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -14038131.000000 Penalty: 5730.827148
	Iteration 1F: 3 clusters Score -1.403813e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -14038771.000000 Penalty: 5730.827148
	Iteration 2Q: 3 clusters Score -1.403877e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -14039523.000000 Penalty: 5730.827148
	Iteration 3Q: 3 clusters Score -1.403952e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -14040388.000000 Penalty: 5730.827148
	Iteration 4Q: 3 clusters Score -1.404039e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -14041428.000000 Penalty: 5730.827148
	Iteration 5Q: 3 clusters Score -1.404143e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -14043102.000000 Penalty: 5730.827148
	Iteration 6Q: 3 clusters Score -1.40431e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -14045812.000000 Penalty: 5730.827148
	Iteration 7F: 3 clusters Score -1.404581e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -14049919.000000 Penalty: 5730.827148
	Iteration 8F: 3 clusters Score -1.404992e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -14055976.000000 Penalty: 5730.827148
	Iteration 9F: 3 clusters Score -1.405598e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -14063115.000000 Penalty: 5730.827148
	Iteration 10F: 3 clusters Score -1.406312e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -14069285.000000 Penalty: 5730.827148
	Iteration 11F: 3 clusters Score -1.406928e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -14073593.000000 Penalty: 5730.827148
	Iteration 12Q: 3 clusters Score -1.407359e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -14075751.000000 Penalty: 5730.827148
	Iteration 13Q: 3 clusters Score -1.407575e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -14076663.000000 Penalty: 5730.827148
	Iteration 14Q: 3 clusters Score -1.407666e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -14077014.000000 Penalty: 5730.827148
	Iteration 15Q: 3 clusters Score -1.407701e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -14077153.000000 Penalty: 5730.827148
	Iteration 16Q: 3 clusters Score -1.407715e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -14077256.000000 Penalty: 5730.827148
	Iteration 17Q: 3 clusters Score -1.407726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -14077324.000000 Penalty: 5730.827148
	Iteration 18Q: 3 clusters Score -1.407732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -14077343.000000 Penalty: 5730.827148
	Iteration 19Q: 3 clusters Score -1.407734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -14077368.000000 Penalty: 5730.827148
	Iteration 20F: 3 clusters Score -1.407737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -14077378.000000 Penalty: 5730.827148
	Iteration 21Q: 3 clusters Score -1.407738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -14077389.000000 Penalty: 5730.827148
	Iteration 22Q: 3 clusters Score -1.407739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -14077391.000000 Penalty: 5730.827148
	Iteration 23Q: 3 clusters Score -1.407739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -14077404.000000 Penalty: 5730.827148
	Iteration 24Q: 3 clusters Score -1.40774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -14077405.000000 Penalty: 5730.827148
	Iteration 25Q: 3 clusters Score -1.40774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -14077407.000000 Penalty: 5730.827148
	Iteration 26Q: 3 clusters Score -1.407741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -14077399.000000 Penalty: 5730.827148
	Iteration 27Q: 3 clusters Score -1.40774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -14077404.000000 Penalty: 5730.827148
	Iteration 28Q: 3 clusters Score -1.40774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -14077404.000000 Penalty: 5730.827148
	Iteration 29F: 3 clusters Score -1.40774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -1286108.000000 Penalty: 2263.512695
	Iteration 0F: 2 clusters Score -1286108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1278951.375000 Penalty: 4527.025391
	Iteration 0F: 3 clusters Score -1278951 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1280888.625000 Penalty: 4527.025391
	Iteration 1F: 3 clusters Score -1280889 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1281158.625000 Penalty: 4527.025391
	Iteration 2F: 3 clusters Score -1281159 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1281322.250000 Penalty: 4527.025391
	Iteration 3Q: 3 clusters Score -1281322 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1281435.125000 Penalty: 4527.025391
	Iteration 4Q: 3 clusters Score -1281435 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1281519.250000 Penalty: 4527.025391
	Iteration 5Q: 3 clusters Score -1281519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1281598.000000 Penalty: 4527.025391
	Iteration 6Q: 3 clusters Score -1281598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1281651.750000 Penalty: 4527.025391
	Iteration 7Q: 3 clusters Score -1281652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1281708.750000 Penalty: 4527.025391
	Iteration 8Q: 3 clusters Score -1281709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1281756.375000 Penalty: 4527.025391
	Iteration 9Q: 3 clusters Score -1281756 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1281813.500000 Penalty: 4527.025391
	Iteration 10Q: 3 clusters Score -1281814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1281868.250000 Penalty: 4527.025391
	Iteration 11Q: 3 clusters Score -1281868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1281906.875000 Penalty: 4527.025391
	Iteration 12Q: 3 clusters Score -1281907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1281953.000000 Penalty: 4527.025391
	Iteration 13Q: 3 clusters Score -1281953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1282001.000000 Penalty: 4527.025391
	Iteration 14Q: 3 clusters Score -1282001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1282058.000000 Penalty: 4527.025391
	Iteration 15Q: 3 clusters Score -1282058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1282123.000000 Penalty: 4527.025391
	Iteration 16Q: 3 clusters Score -1282123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1282198.875000 Penalty: 4527.025391
	Iteration 17Q: 3 clusters Score -1282199 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1282288.500000 Penalty: 4527.025391
	Iteration 18Q: 3 clusters Score -1282288 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1282396.125000 Penalty: 4527.025391
	Iteration 19Q: 3 clusters Score -1282396 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1282523.875000 Penalty: 4527.025391
	Iteration 20F: 3 clusters Score -1282524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1282670.875000 Penalty: 4527.025391
	Iteration 21Q: 3 clusters Score -1282671 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1282837.500000 Penalty: 4527.025391
	Iteration 22Q: 3 clusters Score -1282838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1283016.875000 Penalty: 4527.025391
	Iteration 23Q: 3 clusters Score -1283017 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1283212.625000 Penalty: 4527.025391
	Iteration 24Q: 3 clusters Score -1283213 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1283391.250000 Penalty: 4527.025391
	Iteration 25Q: 3 clusters Score -1283391 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1283557.000000 Penalty: 4527.025391
	Iteration 26Q: 3 clusters Score -1283557 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1283705.250000 Penalty: 4527.025391
	Iteration 27Q: 3 clusters Score -1283705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1283797.625000 Penalty: 4527.025391
	Iteration 28Q: 3 clusters Score -1283798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1283863.250000 Penalty: 4527.025391
	Iteration 29Q: 3 clusters Score -1283863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1283919.750000 Penalty: 4527.025391
	Iteration 30Q: 3 clusters Score -1283920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1283968.000000 Penalty: 4527.025391
	Iteration 31Q: 3 clusters Score -1283968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1284002.500000 Penalty: 4527.025391
	Iteration 32Q: 3 clusters Score -1284002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1284038.000000 Penalty: 4527.025391
	Iteration 33Q: 3 clusters Score -1284038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1284061.125000 Penalty: 4527.025391
	Iteration 34Q: 3 clusters Score -1284061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1284076.000000 Penalty: 4527.025391
	Iteration 35Q: 3 clusters Score -1284076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1284093.875000 Penalty: 4527.025391
	Iteration 36Q: 3 clusters Score -1284094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1284097.250000 Penalty: 4527.025391
	Iteration 37Q: 3 clusters Score -1284097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1284100.000000 Penalty: 4527.025391
	Iteration 38Q: 3 clusters Score -1284100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1284103.875000 Penalty: 4527.025391
	Iteration 39Q: 3 clusters Score -1284104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1284105.250000 Penalty: 4527.025391
	Iteration 40F: 3 clusters Score -1284105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1284108.125000 Penalty: 4527.025391
	Iteration 41Q: 3 clusters Score -1284108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1284107.625000 Penalty: 4527.025391
	Iteration 42Q: 3 clusters Score -1284108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1284109.375000 Penalty: 4527.025391
	Iteration 43Q: 3 clusters Score -1284109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1284109.375000 Penalty: 4527.025391
	Iteration 44F: 3 clusters Score -1284109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -491580.062500 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -491580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -487797.781250 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -487797.8 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -488624.218750 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -488624.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -488810.406250 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -488810.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -488914.281250 Penalty: 4104.965332
	Iteration 3Q: 3 clusters Score -488914.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -488987.906250 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -488987.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -489026.031250 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -489026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -489049.968750 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -489050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -489073.281250 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -489073.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -489088.375000 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -489088.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -489100.468750 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -489100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -489116.062500 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -489116.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -489122.781250 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -489122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -489128.656250 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -489128.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -489134.250000 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -489134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -489136.968750 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -489137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -489139.687500 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -489139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -489140.531250 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -489140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -489141.218750 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -489141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -489144.906250 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -489144.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -489149.312500 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -489149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -489154.843750 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -489154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -489161.312500 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -489161.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -489166.562500 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -489166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -489172.031250 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -489172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -489179.718750 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -489179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -489183.656250 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -489183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489186.031250 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -489186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489187.593750 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -489187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -489189.250000 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -489189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -489190.437500 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -489190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -489191.593750 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -489191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -489193.531250 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -489193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489194.843750 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -489194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -489194.843750 Penalty: 4104.965332
	Iteration 33F: 3 clusters Score -489194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340253.031250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -340253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337262.125000 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -337262.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -337791.812500 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -337791.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -337916.218750 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -337916.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -337987.093750 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -337987.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338024.093750 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -338024.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -338049.437500 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -338049.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -338065.875000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -338065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338077.500000 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -338077.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -338085.312500 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -338085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -338093.875000 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -338093.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -338102.031250 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -338102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -338110.218750 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -338110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338115.593750 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -338115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -338118.250000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -338118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -338119.812500 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -338119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338122.031250 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -338122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -338124.312500 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -338124.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338125.875000 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -338125.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -338132.781250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -338132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -338138.687500 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -338138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338146.406250 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -338146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338150.843750 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -338150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -338155.031250 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -338155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338160.968750 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -338161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -338166.531250 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -338166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -338173.468750 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -338173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -338181.468750 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -338181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -338188.062500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -338188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -338193.000000 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -338193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -338196.718750 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -338196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -338199.843750 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -338199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -338203.187500 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -338203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -338204.656250 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -338204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -338206.468750 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -338206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -338210.031250 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -338210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -338210.093750 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -338210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -338210.625000 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -338210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -338211.031250 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -338211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -338211.375000 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -338211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -338211.781250 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -338211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -338212.781250 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -338212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -338213.718750 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -338213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -338216.656250 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -338216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -338217.500000 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -338217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -338218.281250 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -338218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -338219.000000 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -338219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -338221.406250 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -338221.4 nChanged 3
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: -338222.125000 Penalty: 3891.520508
	Iteration 47Q: 3 clusters Score -338222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -338222.718750 Penalty: 3891.520508
	Iteration 48Q: 3 clusters Score -338222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -338222.718750 Penalty: 3891.520508
	Iteration 49F: 3 clusters Score -338222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Entering Unmasked Estep 
Score: -19256728.000000 Penalty: 2945.332031
	Iteration 0F: 2 clusters Score -1.925673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -19161420.000000 Penalty: 5890.664062
	Iteration 0F: 3 clusters Score -1.916142e+07 nChanged 68590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -19201014.000000 Penalty: 5890.664062
	Iteration 1F: 3 clusters Score -1.920101e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -19202148.000000 Penalty: 5890.664062
	Iteration 2Q: 3 clusters Score -1.920215e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -19203496.000000 Penalty: 5890.664062
	Iteration 3Q: 3 clusters Score -1.92035e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -19204982.000000 Penalty: 5890.664062
	Iteration 4Q: 3 clusters Score -1.920498e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -19207364.000000 Penalty: 5890.664062
	Iteration 5Q: 3 clusters Score -1.920736e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -19210726.000000 Penalty: 5890.664062
	Iteration 6Q: 3 clusters Score -1.921073e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -19215844.000000 Penalty: 5890.664062
	Iteration 7F: 3 clusters Score -1.921584e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -19223304.000000 Penalty: 5890.664062
	Iteration 8F: 3 clusters Score -1.92233e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -19231452.000000 Penalty: 5890.664062
	Iteration 9F: 3 clusters Score -1.923145e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -19238354.000000 Penalty: 5890.664062
	Iteration 10F: 3 clusters Score -1.923835e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -19242128.000000 Penalty: 5890.664062
	Iteration 11Q: 3 clusters Score -1.924213e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -19244210.000000 Penalty: 5890.664062
	Iteration 12Q: 3 clusters Score -1.924421e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -19245614.000000 Penalty: 5890.664062
	Iteration 13Q: 3 clusters Score -1.924561e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -19246586.000000 Penalty: 5890.664062
	Iteration 14Q: 3 clusters Score -1.924659e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -19247374.000000 Penalty: 5890.664062
	Iteration 15Q: 3 clusters Score -1.924737e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -19248098.000000 Penalty: 5890.664062
	Iteration 16Q: 3 clusters Score -1.92481e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -19248848.000000 Penalty: 5890.664062
	Iteration 17Q: 3 clusters Score -1.924885e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 121217 members 
Entering Unmasked Estep 
Score: -19249482.000000 Penalty: 5890.664062
	Iteration 18Q: 3 clusters Score -1.924948e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -19250104.000000 Penalty: 5890.664062
	Iteration 19Q: 3 clusters Score -1.92501e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -19250514.000000 Penalty: 5890.664062
	Iteration 20F: 3 clusters Score -1.925051e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -19250980.000000 Penalty: 5890.664062
	Iteration 21Q: 3 clusters Score -1.925098e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -19251484.000000 Penalty: 5890.664062
	Iteration 22Q: 3 clusters Score -1.925148e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 127949 members 
Entering Unmasked Estep 
Score: -19251910.000000 Penalty: 5890.664062
	Iteration 23Q: 3 clusters Score -1.925191e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -19252220.000000 Penalty: 5890.664062
	Iteration 24Q: 3 clusters Score -1.925222e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -19252596.000000 Penalty: 5890.664062
	Iteration 25Q: 3 clusters Score -1.92526e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 131190 members 
Entering Unmasked Estep 
Score: -19252950.000000 Penalty: 5890.664062
	Iteration 26Q: 3 clusters Score -1.925295e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 132083 members 
Entering Unmasked Estep 
Score: -19253178.000000 Penalty: 5890.664062
	Iteration 27Q: 3 clusters Score -1.925318e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -19253468.000000 Penalty: 5890.664062
	Iteration 28Q: 3 clusters Score -1.925347e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 133643 members 
Entering Unmasked Estep 
Score: -19253714.000000 Penalty: 5890.664062
	Iteration 29Q: 3 clusters Score -1.925371e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 134286 members 
Entering Unmasked Estep 
Score: -19253992.000000 Penalty: 5890.664062
	Iteration 30Q: 3 clusters Score -1.925399e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 134844 members 
Entering Unmasked Estep 
Score: -19254132.000000 Penalty: 5890.664062
	Iteration 31Q: 3 clusters Score -1.925413e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -19254192.000000 Penalty: 5890.664062
	Iteration 32Q: 3 clusters Score -1.925419e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 135689 members 
Entering Unmasked Estep 
Score: -19254320.000000 Penalty: 5890.664062
	Iteration 33Q: 3 clusters Score -1.925432e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -19254398.000000 Penalty: 5890.664062
	Iteration 34Q: 3 clusters Score -1.92544e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 136365 members 
Entering Unmasked Estep 
Score: -19254502.000000 Penalty: 5890.664062
	Iteration 35Q: 3 clusters Score -1.92545e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -19254576.000000 Penalty: 5890.664062
	Iteration 36Q: 3 clusters Score -1.925458e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 136930 members 
Entering Unmasked Estep 
Score: -19254658.000000 Penalty: 5890.664062
	Iteration 37Q: 3 clusters Score -1.925466e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 137177 members 
Entering Unmasked Estep 
Score: -19254668.000000 Penalty: 5890.664062
	Iteration 38Q: 3 clusters Score -1.925467e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -19254688.000000 Penalty: 5890.664062
	Iteration 39Q: 3 clusters Score -1.925469e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -19254730.000000 Penalty: 5890.664062
	Iteration 40F: 3 clusters Score -1.925473e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -19254720.000000 Penalty: 5890.664062
	Iteration 41Q: 3 clusters Score -1.925472e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -19254758.000000 Penalty: 5890.664062
	Iteration 42Q: 3 clusters Score -1.925476e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 138067 members 
Entering Unmasked Estep 
Score: -19254816.000000 Penalty: 5890.664062
	Iteration 43Q: 3 clusters Score -1.925482e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -19254800.000000 Penalty: 5890.664062
	Iteration 44Q: 3 clusters Score -1.92548e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 138323 members 
Entering Unmasked Estep 
Score: -19254794.000000 Penalty: 5890.664062
	Iteration 45Q: 3 clusters Score -1.925479e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 138430 members 
Entering Unmasked Estep 
Score: -19254798.000000 Penalty: 5890.664062
	Iteration 46Q: 3 clusters Score -1.92548e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 138526 members 
Entering Unmasked Estep 
Score: -19254836.000000 Penalty: 5890.664062
	Iteration 47Q: 3 clusters Score -1.925484e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -19254826.000000 Penalty: 5890.664062
	Iteration 48Q: 3 clusters Score -1.925483e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 138690 members 
Entering Unmasked Estep 
Score: -19254844.000000 Penalty: 5890.664062
	Iteration 49Q: 3 clusters Score -1.925484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 138767 members 
Entering Unmasked Estep 
Score: -19254854.000000 Penalty: 5890.664062
	Iteration 50Q: 3 clusters Score -1.925485e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -19254906.000000 Penalty: 5890.664062
	Iteration 51Q: 3 clusters Score -1.925491e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -19254912.000000 Penalty: 5890.664062
	Iteration 52Q: 3 clusters Score -1.925491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -19254910.000000 Penalty: 5890.664062
	Iteration 53Q: 3 clusters Score -1.925491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 139004 members 
Entering Unmasked Estep 
Score: -19254922.000000 Penalty: 5890.664062
	Iteration 54Q: 3 clusters Score -1.925492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 139039 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 55Q: 3 clusters Score -1.925495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 139070 members 
Entering Unmasked Estep 
Score: -19254936.000000 Penalty: 5890.664062
	Iteration 56Q: 3 clusters Score -1.925494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 57Q: 3 clusters Score -1.925495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 139121 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 58Q: 3 clusters Score -1.925495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -19254960.000000 Penalty: 5890.664062
	Iteration 59Q: 3 clusters Score -1.925496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -19254954.000000 Penalty: 5890.664062
	Iteration 60F: 3 clusters Score -1.925495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 61Q: 3 clusters Score -1.925495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -19254938.000000 Penalty: 5890.664062
	Iteration 62Q: 3 clusters Score -1.925494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -19254944.000000 Penalty: 5890.664062
	Iteration 63Q: 3 clusters Score -1.925494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -19254976.000000 Penalty: 5890.664062
	Iteration 64Q: 3 clusters Score -1.925498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -19254960.000000 Penalty: 5890.664062
	Iteration 65Q: 3 clusters Score -1.925496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -19254960.000000 Penalty: 5890.664062
	Iteration 66Q: 3 clusters Score -1.925496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -19254968.000000 Penalty: 5890.664062
	Iteration 67Q: 3 clusters Score -1.925497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 139310 members 
Entering Unmasked Estep 
Score: -19254942.000000 Penalty: 5890.664062
	Iteration 68Q: 3 clusters Score -1.925494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 139326 members 
Entering Unmasked Estep 
Score: -19254958.000000 Penalty: 5890.664062
	Iteration 69Q: 3 clusters Score -1.925496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -19254946.000000 Penalty: 5890.664062
	Iteration 70Q: 3 clusters Score -1.925495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 71Q: 3 clusters Score -1.925495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -19254944.000000 Penalty: 5890.664062
	Iteration 72Q: 3 clusters Score -1.925494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 139386 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 73Q: 3 clusters Score -1.925495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -19254936.000000 Penalty: 5890.664062
	Iteration 74Q: 3 clusters Score -1.925494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 139405 members 
Entering Unmasked Estep 
Score: -19254942.000000 Penalty: 5890.664062
	Iteration 75Q: 3 clusters Score -1.925494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 139411 members 
Entering Unmasked Estep 
Score: -19254936.000000 Penalty: 5890.664062
	Iteration 76Q: 3 clusters Score -1.925494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -19254944.000000 Penalty: 5890.664062
	Iteration 77Q: 3 clusters Score -1.925494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -19254934.000000 Penalty: 5890.664062
	Iteration 78Q: 3 clusters Score -1.925493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -19254940.000000 Penalty: 5890.664062
	Iteration 79Q: 3 clusters Score -1.925494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 139443 members 
Entering Unmasked Estep 
Score: -19254934.000000 Penalty: 5890.664062
	Iteration 80F: 3 clusters Score -1.925493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -19254936.000000 Penalty: 5890.664062
	Iteration 81Q: 3 clusters Score -1.925494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 139452 members 
Entering Unmasked Estep 
Score: -19254946.000000 Penalty: 5890.664062
	Iteration 82Q: 3 clusters Score -1.925495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 139455 members 
Entering Unmasked Estep 
Score: -19254950.000000 Penalty: 5890.664062
	Iteration 83Q: 3 clusters Score -1.925495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 139458 members 
Entering Unmasked Estep 
Score: -19254934.000000 Penalty: 5890.664062
	Iteration 84Q: 3 clusters Score -1.925493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 139462 members 
Entering Unmasked Estep 
Score: -19254930.000000 Penalty: 5890.664062
	Iteration 85Q: 3 clusters Score -1.925493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -19254914.000000 Penalty: 5890.664062
	Iteration 86Q: 3 clusters Score -1.925491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 139471 members 
Entering Unmasked Estep 
Score: -19254926.000000 Penalty: 5890.664062
	Iteration 87Q: 3 clusters Score -1.925493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -19254918.000000 Penalty: 5890.664062
	Iteration 88Q: 3 clusters Score -1.925492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 139479 members 
Entering Unmasked Estep 
Score: -19254940.000000 Penalty: 5890.664062
	Iteration 89Q: 3 clusters Score -1.925494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -19254932.000000 Penalty: 5890.664062
	Iteration 90Q: 3 clusters Score -1.925493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -19254940.000000 Penalty: 5890.664062
	Iteration 91Q: 3 clusters Score -1.925494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -19254948.000000 Penalty: 5890.664062
	Iteration 92Q: 3 clusters Score -1.925495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 139518 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 93Q: 3 clusters Score -1.925495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -19254948.000000 Penalty: 5890.664062
	Iteration 94Q: 3 clusters Score -1.925495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -19254950.000000 Penalty: 5890.664062
	Iteration 95Q: 3 clusters Score -1.925495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -19254960.000000 Penalty: 5890.664062
	Iteration 96Q: 3 clusters Score -1.925496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -19254952.000000 Penalty: 5890.664062
	Iteration 97Q: 3 clusters Score -1.925495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -19254958.000000 Penalty: 5890.664062
	Iteration 98Q: 3 clusters Score -1.925496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -19254964.000000 Penalty: 5890.664062
	Iteration 99Q: 3 clusters Score -1.925496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19254964.000000 Penalty: 5890.664062
	Iteration 100F: 3 clusters Score -1.925496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -19254976.000000 Penalty: 5890.664062
	Iteration 101Q: 3 clusters Score -1.925498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -19254980.000000 Penalty: 5890.664062
	Iteration 102Q: 3 clusters Score -1.925498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 139620 members 
Entering Unmasked Estep 
Score: -19254976.000000 Penalty: 5890.664062
	Iteration 103Q: 3 clusters Score -1.925498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -19254970.000000 Penalty: 5890.664062
	Iteration 104Q: 3 clusters Score -1.925497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 139631 members 
Entering Unmasked Estep 
Score: -19254970.000000 Penalty: 5890.664062
	Iteration 105Q: 3 clusters Score -1.925497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 139638 members 
Entering Unmasked Estep 
Score: -19254978.000000 Penalty: 5890.664062
	Iteration 106Q: 3 clusters Score -1.925498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -19254976.000000 Penalty: 5890.664062
	Iteration 107Q: 3 clusters Score -1.925498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -19254964.000000 Penalty: 5890.664062
	Iteration 108Q: 3 clusters Score -1.925496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 139647 members 
Entering Unmasked Estep 
Score: -19254962.000000 Penalty: 5890.664062
	Iteration 109Q: 3 clusters Score -1.925496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -19254966.000000 Penalty: 5890.664062
	Iteration 110Q: 3 clusters Score -1.925497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 139651 members 
Entering Unmasked Estep 
Score: -19254972.000000 Penalty: 5890.664062
	Iteration 111Q: 3 clusters Score -1.925497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -19254970.000000 Penalty: 5890.664062
	Iteration 112Q: 3 clusters Score -1.925497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -19254970.000000 Penalty: 5890.664062
	Iteration 113F: 3 clusters Score -1.925497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Entering Unmasked Estep 
Score: -8193290.500000 Penalty: 2740.297607
	Iteration 0F: 2 clusters Score -8193290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -8150822.500000 Penalty: 5480.595215
	Iteration 0F: 3 clusters Score -8150822 nChanged 29388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -8167546.500000 Penalty: 5480.595215
	Iteration 1F: 3 clusters Score -8167546 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -8168505.500000 Penalty: 5480.595215
	Iteration 2Q: 3 clusters Score -8168506 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -8169923.500000 Penalty: 5480.595215
	Iteration 3Q: 3 clusters Score -8169924 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -8171950.000000 Penalty: 5480.595215
	Iteration 4F: 3 clusters Score -8171950 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -8175089.000000 Penalty: 5480.595215
	Iteration 5F: 3 clusters Score -8175089 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8179114.500000 Penalty: 5480.595215
	Iteration 6F: 3 clusters Score -8179114 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -8183269.500000 Penalty: 5480.595215
	Iteration 7F: 3 clusters Score -8183270 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8186508.000000 Penalty: 5480.595215
	Iteration 8F: 3 clusters Score -8186508 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8188467.000000 Penalty: 5480.595215
	Iteration 9Q: 3 clusters Score -8188467 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8189598.500000 Penalty: 5480.595215
	Iteration 10Q: 3 clusters Score -8189598 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8190192.000000 Penalty: 5480.595215
	Iteration 11Q: 3 clusters Score -8190192 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8190474.500000 Penalty: 5480.595215
	Iteration 12Q: 3 clusters Score -8190474 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8190682.000000 Penalty: 5480.595215
	Iteration 13Q: 3 clusters Score -8190682 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8190861.500000 Penalty: 5480.595215
	Iteration 14Q: 3 clusters Score -8190862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8190973.500000 Penalty: 5480.595215
	Iteration 15Q: 3 clusters Score -8190974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8191018.500000 Penalty: 5480.595215
	Iteration 16Q: 3 clusters Score -8191018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8191057.500000 Penalty: 5480.595215
	Iteration 17Q: 3 clusters Score -8191058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8191086.000000 Penalty: 5480.595215
	Iteration 18Q: 3 clusters Score -8191086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8191100.500000 Penalty: 5480.595215
	Iteration 19Q: 3 clusters Score -8191100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8191113.000000 Penalty: 5480.595215
	Iteration 20F: 3 clusters Score -8191113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8191121.500000 Penalty: 5480.595215
	Iteration 21Q: 3 clusters Score -8191122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8191130.500000 Penalty: 5480.595215
	Iteration 22Q: 3 clusters Score -8191130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8191142.000000 Penalty: 5480.595215
	Iteration 23Q: 3 clusters Score -8191142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8191152.000000 Penalty: 5480.595215
	Iteration 24Q: 3 clusters Score -8191152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8191161.500000 Penalty: 5480.595215
	Iteration 25Q: 3 clusters Score -8191162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8191163.500000 Penalty: 5480.595215
	Iteration 26Q: 3 clusters Score -8191164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8191171.000000 Penalty: 5480.595215
	Iteration 27Q: 3 clusters Score -8191171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8191170.500000 Penalty: 5480.595215
	Iteration 28Q: 3 clusters Score -8191170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8191175.000000 Penalty: 5480.595215
	Iteration 29Q: 3 clusters Score -8191175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8191189.000000 Penalty: 5480.595215
	Iteration 30Q: 3 clusters Score -8191189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8191190.500000 Penalty: 5480.595215
	Iteration 31Q: 3 clusters Score -8191190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8191203.500000 Penalty: 5480.595215
	Iteration 32Q: 3 clusters Score -8191204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8191199.500000 Penalty: 5480.595215
	Iteration 33Q: 3 clusters Score -8191200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8191202.500000 Penalty: 5480.595215
	Iteration 34Q: 3 clusters Score -8191202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8191204.500000 Penalty: 5480.595215
	Iteration 35Q: 3 clusters Score -8191204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8191214.500000 Penalty: 5480.595215
	Iteration 36Q: 3 clusters Score -8191214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8191223.000000 Penalty: 5480.595215
	Iteration 37Q: 3 clusters Score -8191223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8191217.500000 Penalty: 5480.595215
	Iteration 38Q: 3 clusters Score -8191218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8191223.500000 Penalty: 5480.595215
	Iteration 39Q: 3 clusters Score -8191224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8191224.500000 Penalty: 5480.595215
	Iteration 40F: 3 clusters Score -8191224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8191219.000000 Penalty: 5480.595215
	Iteration 41Q: 3 clusters Score -8191219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8191223.500000 Penalty: 5480.595215
	Iteration 42Q: 3 clusters Score -8191224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8191219.500000 Penalty: 5480.595215
	Iteration 43Q: 3 clusters Score -8191220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8191225.000000 Penalty: 5480.595215
	Iteration 44Q: 3 clusters Score -8191225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8191225.500000 Penalty: 5480.595215
	Iteration 45Q: 3 clusters Score -8191226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8191231.000000 Penalty: 5480.595215
	Iteration 46Q: 3 clusters Score -8191231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8191228.000000 Penalty: 5480.595215
	Iteration 47Q: 3 clusters Score -8191228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8191219.000000 Penalty: 5480.595215
	Iteration 48Q: 3 clusters Score -8191219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8191224.000000 Penalty: 5480.595215
	Iteration 49Q: 3 clusters Score -8191224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8191226.500000 Penalty: 5480.595215
	Iteration 50Q: 3 clusters Score -8191226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8191239.000000 Penalty: 5480.595215
	Iteration 51Q: 3 clusters Score -8191239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8191240.000000 Penalty: 5480.595215
	Iteration 52Q: 3 clusters Score -8191240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8191246.500000 Penalty: 5480.595215
	Iteration 53Q: 3 clusters Score -8191246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8191260.500000 Penalty: 5480.595215
	Iteration 54Q: 3 clusters Score -8191260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8191268.000000 Penalty: 5480.595215
	Iteration 55Q: 3 clusters Score -8191268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8191274.000000 Penalty: 5480.595215
	Iteration 56Q: 3 clusters Score -8191274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8191274.000000 Penalty: 5480.595215
	Iteration 57Q: 3 clusters Score -8191274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8191278.500000 Penalty: 5480.595215
	Iteration 58Q: 3 clusters Score -8191278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8191282.000000 Penalty: 5480.595215
	Iteration 59Q: 3 clusters Score -8191282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8191285.000000 Penalty: 5480.595215
	Iteration 60F: 3 clusters Score -8191285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8191282.500000 Penalty: 5480.595215
	Iteration 61Q: 3 clusters Score -8191282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8191293.000000 Penalty: 5480.595215
	Iteration 62Q: 3 clusters Score -8191293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8191298.000000 Penalty: 5480.595215
	Iteration 63Q: 3 clusters Score -8191298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8191301.000000 Penalty: 5480.595215
	Iteration 64Q: 3 clusters Score -8191301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8191299.000000 Penalty: 5480.595215
	Iteration 65Q: 3 clusters Score -8191299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8191295.500000 Penalty: 5480.595215
	Iteration 66Q: 3 clusters Score -8191296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8191310.500000 Penalty: 5480.595215
	Iteration 67Q: 3 clusters Score -8191310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8191307.000000 Penalty: 5480.595215
	Iteration 68Q: 3 clusters Score -8191307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8191304.500000 Penalty: 5480.595215
	Iteration 69Q: 3 clusters Score -8191304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8191306.500000 Penalty: 5480.595215
	Iteration 70Q: 3 clusters Score -8191306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8191309.500000 Penalty: 5480.595215
	Iteration 71Q: 3 clusters Score -8191310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8191316.500000 Penalty: 5480.595215
	Iteration 72Q: 3 clusters Score -8191316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8191316.500000 Penalty: 5480.595215
	Iteration 73Q: 3 clusters Score -8191316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8191311.000000 Penalty: 5480.595215
	Iteration 74Q: 3 clusters Score -8191311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8191311.000000 Penalty: 5480.595215
	Iteration 75F: 3 clusters Score -8191311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Entering Unmasked Estep 
Score: -18169834.000000 Penalty: 2930.625000
	Iteration 0F: 2 clusters Score -1.816983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -18079252.000000 Penalty: 5861.250000
	Iteration 0F: 3 clusters Score -1.807925e+07 nChanged 64419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -18116182.000000 Penalty: 5861.250000
	Iteration 1F: 3 clusters Score -1.811618e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -18116874.000000 Penalty: 5861.250000
	Iteration 2Q: 3 clusters Score -1.811687e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -18117678.000000 Penalty: 5861.250000
	Iteration 3Q: 3 clusters Score -1.811768e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -18118800.000000 Penalty: 5861.250000
	Iteration 4Q: 3 clusters Score -1.81188e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -18120434.000000 Penalty: 5861.250000
	Iteration 5Q: 3 clusters Score -1.812043e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -18122822.000000 Penalty: 5861.250000
	Iteration 6Q: 3 clusters Score -1.812282e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -18126178.000000 Penalty: 5861.250000
	Iteration 7Q: 3 clusters Score -1.812618e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -18130574.000000 Penalty: 5861.250000
	Iteration 8F: 3 clusters Score -1.813057e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -18135524.000000 Penalty: 5861.250000
	Iteration 9F: 3 clusters Score -1.813552e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -18140602.000000 Penalty: 5861.250000
	Iteration 10F: 3 clusters Score -1.81406e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -18145418.000000 Penalty: 5861.250000
	Iteration 11F: 3 clusters Score -1.814542e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -18149050.000000 Penalty: 5861.250000
	Iteration 12F: 3 clusters Score -1.814905e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -18151004.000000 Penalty: 5861.250000
	Iteration 13Q: 3 clusters Score -1.8151e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -18151850.000000 Penalty: 5861.250000
	Iteration 14Q: 3 clusters Score -1.815185e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -18152324.000000 Penalty: 5861.250000
	Iteration 15Q: 3 clusters Score -1.815232e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -18152508.000000 Penalty: 5861.250000
	Iteration 16Q: 3 clusters Score -1.815251e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -18152676.000000 Penalty: 5861.250000
	Iteration 17Q: 3 clusters Score -1.815268e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -18152758.000000 Penalty: 5861.250000
	Iteration 18Q: 3 clusters Score -1.815276e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -18152880.000000 Penalty: 5861.250000
	Iteration 19Q: 3 clusters Score -1.815288e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -18152904.000000 Penalty: 5861.250000
	Iteration 20F: 3 clusters Score -1.81529e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -18153024.000000 Penalty: 5861.250000
	Iteration 21Q: 3 clusters Score -1.815302e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -18153184.000000 Penalty: 5861.250000
	Iteration 22Q: 3 clusters Score -1.815318e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -18153236.000000 Penalty: 5861.250000
	Iteration 23Q: 3 clusters Score -1.815324e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -18153292.000000 Penalty: 5861.250000
	Iteration 24Q: 3 clusters Score -1.815329e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -18153308.000000 Penalty: 5861.250000
	Iteration 25Q: 3 clusters Score -1.815331e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -18153364.000000 Penalty: 5861.250000
	Iteration 26Q: 3 clusters Score -1.815336e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -18153392.000000 Penalty: 5861.250000
	Iteration 27Q: 3 clusters Score -1.815339e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -18153534.000000 Penalty: 5861.250000
	Iteration 28Q: 3 clusters Score -1.815353e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -18153636.000000 Penalty: 5861.250000
	Iteration 29Q: 3 clusters Score -1.815364e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -18153680.000000 Penalty: 5861.250000
	Iteration 30Q: 3 clusters Score -1.815368e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -18153830.000000 Penalty: 5861.250000
	Iteration 31Q: 3 clusters Score -1.815383e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -18153910.000000 Penalty: 5861.250000
	Iteration 32Q: 3 clusters Score -1.815391e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -18154046.000000 Penalty: 5861.250000
	Iteration 33Q: 3 clusters Score -1.815405e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -18154144.000000 Penalty: 5861.250000
	Iteration 34Q: 3 clusters Score -1.815414e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -18154344.000000 Penalty: 5861.250000
	Iteration 35Q: 3 clusters Score -1.815434e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -18154378.000000 Penalty: 5861.250000
	Iteration 36Q: 3 clusters Score -1.815438e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -18154460.000000 Penalty: 5861.250000
	Iteration 37Q: 3 clusters Score -1.815446e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -18154614.000000 Penalty: 5861.250000
	Iteration 38Q: 3 clusters Score -1.815461e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -18154788.000000 Penalty: 5861.250000
	Iteration 39Q: 3 clusters Score -1.815479e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -18154934.000000 Penalty: 5861.250000
	Iteration 40F: 3 clusters Score -1.815493e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -18155086.000000 Penalty: 5861.250000
	Iteration 41Q: 3 clusters Score -1.815509e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -18155280.000000 Penalty: 5861.250000
	Iteration 42Q: 3 clusters Score -1.815528e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -18155496.000000 Penalty: 5861.250000
	Iteration 43Q: 3 clusters Score -1.81555e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -18155850.000000 Penalty: 5861.250000
	Iteration 44Q: 3 clusters Score -1.815585e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -18156098.000000 Penalty: 5861.250000
	Iteration 45Q: 3 clusters Score -1.81561e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -18156408.000000 Penalty: 5861.250000
	Iteration 46Q: 3 clusters Score -1.815641e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -18156858.000000 Penalty: 5861.250000
	Iteration 47Q: 3 clusters Score -1.815686e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -18157374.000000 Penalty: 5861.250000
	Iteration 48Q: 3 clusters Score -1.815737e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -18158054.000000 Penalty: 5861.250000
	Iteration 49Q: 3 clusters Score -1.815805e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -18158664.000000 Penalty: 5861.250000
	Iteration 50Q: 3 clusters Score -1.815866e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -18159392.000000 Penalty: 5861.250000
	Iteration 51Q: 3 clusters Score -1.815939e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 117793 members 
Entering Unmasked Estep 
Score: -18160168.000000 Penalty: 5861.250000
	Iteration 52Q: 3 clusters Score -1.816017e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -18160876.000000 Penalty: 5861.250000
	Iteration 53Q: 3 clusters Score -1.816088e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -18161648.000000 Penalty: 5861.250000
	Iteration 54Q: 3 clusters Score -1.816165e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 123523 members 
Entering Unmasked Estep 
Score: -18162398.000000 Penalty: 5861.250000
	Iteration 55Q: 3 clusters Score -1.81624e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 125240 members 
Entering Unmasked Estep 
Score: -18163138.000000 Penalty: 5861.250000
	Iteration 56Q: 3 clusters Score -1.816314e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -18163840.000000 Penalty: 5861.250000
	Iteration 57Q: 3 clusters Score -1.816384e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -18164470.000000 Penalty: 5861.250000
	Iteration 58Q: 3 clusters Score -1.816447e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -18165070.000000 Penalty: 5861.250000
	Iteration 59Q: 3 clusters Score -1.816507e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 130503 members 
Entering Unmasked Estep 
Score: -18165630.000000 Penalty: 5861.250000
	Iteration 60F: 3 clusters Score -1.816563e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -18166112.000000 Penalty: 5861.250000
	Iteration 61Q: 3 clusters Score -1.816611e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 132016 members 
Entering Unmasked Estep 
Score: -18166524.000000 Penalty: 5861.250000
	Iteration 62Q: 3 clusters Score -1.816652e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -18166706.000000 Penalty: 5861.250000
	Iteration 63Q: 3 clusters Score -1.816671e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -18166920.000000 Penalty: 5861.250000
	Iteration 64Q: 3 clusters Score -1.816692e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 133125 members 
Entering Unmasked Estep 
Score: -18167074.000000 Penalty: 5861.250000
	Iteration 65Q: 3 clusters Score -1.816707e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -18167200.000000 Penalty: 5861.250000
	Iteration 66Q: 3 clusters Score -1.81672e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -18167278.000000 Penalty: 5861.250000
	Iteration 67Q: 3 clusters Score -1.816728e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 133672 members 
Entering Unmasked Estep 
Score: -18167368.000000 Penalty: 5861.250000
	Iteration 68Q: 3 clusters Score -1.816737e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 133783 members 
Entering Unmasked Estep 
Score: -18167420.000000 Penalty: 5861.250000
	Iteration 69Q: 3 clusters Score -1.816742e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -18167470.000000 Penalty: 5861.250000
	Iteration 70Q: 3 clusters Score -1.816747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 133912 members 
Entering Unmasked Estep 
Score: -18167518.000000 Penalty: 5861.250000
	Iteration 71Q: 3 clusters Score -1.816752e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -18167558.000000 Penalty: 5861.250000
	Iteration 72Q: 3 clusters Score -1.816756e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -18167566.000000 Penalty: 5861.250000
	Iteration 73Q: 3 clusters Score -1.816757e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 134037 members 
Entering Unmasked Estep 
Score: -18167598.000000 Penalty: 5861.250000
	Iteration 74Q: 3 clusters Score -1.81676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -18167610.000000 Penalty: 5861.250000
	Iteration 75Q: 3 clusters Score -1.816761e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 134088 members 
Entering Unmasked Estep 
Score: -18167654.000000 Penalty: 5861.250000
	Iteration 76Q: 3 clusters Score -1.816765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -18167664.000000 Penalty: 5861.250000
	Iteration 77Q: 3 clusters Score -1.816766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 134121 members 
Entering Unmasked Estep 
Score: -18167656.000000 Penalty: 5861.250000
	Iteration 78Q: 3 clusters Score -1.816766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -18167660.000000 Penalty: 5861.250000
	Iteration 79Q: 3 clusters Score -1.816766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 134141 members 
Entering Unmasked Estep 
Score: -18167676.000000 Penalty: 5861.250000
	Iteration 80F: 3 clusters Score -1.816768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -18167666.000000 Penalty: 5861.250000
	Iteration 81Q: 3 clusters Score -1.816767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -18167656.000000 Penalty: 5861.250000
	Iteration 82Q: 3 clusters Score -1.816766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -18167666.000000 Penalty: 5861.250000
	Iteration 83Q: 3 clusters Score -1.816767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -18167676.000000 Penalty: 5861.250000
	Iteration 84Q: 3 clusters Score -1.816768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -18167682.000000 Penalty: 5861.250000
	Iteration 85Q: 3 clusters Score -1.816768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -18167690.000000 Penalty: 5861.250000
	Iteration 86Q: 3 clusters Score -1.816769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -18167690.000000 Penalty: 5861.250000
	Iteration 87Q: 3 clusters Score -1.816769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -18167678.000000 Penalty: 5861.250000
	Iteration 88Q: 3 clusters Score -1.816768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 134226 members 
Entering Unmasked Estep 
Score: -18167680.000000 Penalty: 5861.250000
	Iteration 89Q: 3 clusters Score -1.816768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -18167702.000000 Penalty: 5861.250000
	Iteration 90Q: 3 clusters Score -1.81677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -18167688.000000 Penalty: 5861.250000
	Iteration 91Q: 3 clusters Score -1.816769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -18167698.000000 Penalty: 5861.250000
	Iteration 92Q: 3 clusters Score -1.81677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -18167708.000000 Penalty: 5861.250000
	Iteration 93Q: 3 clusters Score -1.816771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -18167714.000000 Penalty: 5861.250000
	Iteration 94Q: 3 clusters Score -1.816771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 134266 members 
Entering Unmasked Estep 
Score: -18167718.000000 Penalty: 5861.250000
	Iteration 95Q: 3 clusters Score -1.816772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 134268 members 
Entering Unmasked Estep 
Score: -18167726.000000 Penalty: 5861.250000
	Iteration 96Q: 3 clusters Score -1.816773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -18167706.000000 Penalty: 5861.250000
	Iteration 97Q: 3 clusters Score -1.816771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 134275 members 
Entering Unmasked Estep 
Score: -18167734.000000 Penalty: 5861.250000
	Iteration 98Q: 3 clusters Score -1.816773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -18167724.000000 Penalty: 5861.250000
	Iteration 99Q: 3 clusters Score -1.816772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -18167724.000000 Penalty: 5861.250000
	Iteration 100F: 3 clusters Score -1.816772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Entering Unmasked Estep 
Score: -9158249.000000 Penalty: 2756.939697
	Iteration 0F: 2 clusters Score -9158249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -9113336.000000 Penalty: 5513.879395
	Iteration 0F: 3 clusters Score -9113336 nChanged 31290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -9130706.000000 Penalty: 5513.879395
	Iteration 1F: 3 clusters Score -9130706 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -9131453.000000 Penalty: 5513.879395
	Iteration 2Q: 3 clusters Score -9131453 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -9132330.000000 Penalty: 5513.879395
	Iteration 3Q: 3 clusters Score -9132330 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -9133394.000000 Penalty: 5513.879395
	Iteration 4Q: 3 clusters Score -9133394 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9134907.000000 Penalty: 5513.879395
	Iteration 5Q: 3 clusters Score -9134907 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9137137.000000 Penalty: 5513.879395
	Iteration 6F: 3 clusters Score -9137137 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -9140258.000000 Penalty: 5513.879395
	Iteration 7F: 3 clusters Score -9140258 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -9144122.000000 Penalty: 5513.879395
	Iteration 8F: 3 clusters Score -9144122 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -9147961.000000 Penalty: 5513.879395
	Iteration 9F: 3 clusters Score -9147961 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -9150586.000000 Penalty: 5513.879395
	Iteration 10Q: 3 clusters Score -9150586 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -9151893.000000 Penalty: 5513.879395
	Iteration 11Q: 3 clusters Score -9151893 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -9152533.000000 Penalty: 5513.879395
	Iteration 12Q: 3 clusters Score -9152533 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -9152927.000000 Penalty: 5513.879395
	Iteration 13Q: 3 clusters Score -9152927 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -9153245.000000 Penalty: 5513.879395
	Iteration 14Q: 3 clusters Score -9153245 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -9153541.000000 Penalty: 5513.879395
	Iteration 15Q: 3 clusters Score -9153541 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -9153788.000000 Penalty: 5513.879395
	Iteration 16Q: 3 clusters Score -9153788 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -9154044.000000 Penalty: 5513.879395
	Iteration 17Q: 3 clusters Score -9154044 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -9154223.000000 Penalty: 5513.879395
	Iteration 18Q: 3 clusters Score -9154223 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -9154468.000000 Penalty: 5513.879395
	Iteration 19Q: 3 clusters Score -9154468 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -9154715.000000 Penalty: 5513.879395
	Iteration 20F: 3 clusters Score -9154715 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -9154904.000000 Penalty: 5513.879395
	Iteration 21Q: 3 clusters Score -9154904 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -9155029.000000 Penalty: 5513.879395
	Iteration 22Q: 3 clusters Score -9155029 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -9155155.000000 Penalty: 5513.879395
	Iteration 23Q: 3 clusters Score -9155155 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -9155265.000000 Penalty: 5513.879395
	Iteration 24Q: 3 clusters Score -9155265 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -9155354.000000 Penalty: 5513.879395
	Iteration 25Q: 3 clusters Score -9155354 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -9155468.000000 Penalty: 5513.879395
	Iteration 26Q: 3 clusters Score -9155468 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -9155508.000000 Penalty: 5513.879395
	Iteration 27Q: 3 clusters Score -9155508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -9155578.000000 Penalty: 5513.879395
	Iteration 28Q: 3 clusters Score -9155578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -9155641.000000 Penalty: 5513.879395
	Iteration 29Q: 3 clusters Score -9155641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -9155681.000000 Penalty: 5513.879395
	Iteration 30Q: 3 clusters Score -9155681 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -9155733.000000 Penalty: 5513.879395
	Iteration 31Q: 3 clusters Score -9155733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -9155779.000000 Penalty: 5513.879395
	Iteration 32Q: 3 clusters Score -9155779 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 65002 members 
Entering Unmasked Estep 
Score: -9155803.000000 Penalty: 5513.879395
	Iteration 33Q: 3 clusters Score -9155803 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -9155836.000000 Penalty: 5513.879395
	Iteration 34Q: 3 clusters Score -9155836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -9155886.000000 Penalty: 5513.879395
	Iteration 35Q: 3 clusters Score -9155886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -9155900.000000 Penalty: 5513.879395
	Iteration 36Q: 3 clusters Score -9155900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -9155945.000000 Penalty: 5513.879395
	Iteration 37Q: 3 clusters Score -9155945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -9155953.000000 Penalty: 5513.879395
	Iteration 38Q: 3 clusters Score -9155953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -9155973.000000 Penalty: 5513.879395
	Iteration 39Q: 3 clusters Score -9155973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -9155985.000000 Penalty: 5513.879395
	Iteration 40F: 3 clusters Score -9155985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -9155996.000000 Penalty: 5513.879395
	Iteration 41Q: 3 clusters Score -9155996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -9156006.000000 Penalty: 5513.879395
	Iteration 42Q: 3 clusters Score -9156006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -9156004.000000 Penalty: 5513.879395
	Iteration 43Q: 3 clusters Score -9156004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -9156023.000000 Penalty: 5513.879395
	Iteration 44Q: 3 clusters Score -9156023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -9156023.000000 Penalty: 5513.879395
	Iteration 45Q: 3 clusters Score -9156023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -9156034.000000 Penalty: 5513.879395
	Iteration 46Q: 3 clusters Score -9156034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -9156033.000000 Penalty: 5513.879395
	Iteration 47Q: 3 clusters Score -9156033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -9156043.000000 Penalty: 5513.879395
	Iteration 48Q: 3 clusters Score -9156043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -9156052.000000 Penalty: 5513.879395
	Iteration 49Q: 3 clusters Score -9156052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -9156053.000000 Penalty: 5513.879395
	Iteration 50Q: 3 clusters Score -9156053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -9156057.000000 Penalty: 5513.879395
	Iteration 51Q: 3 clusters Score -9156057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -9156066.000000 Penalty: 5513.879395
	Iteration 52Q: 3 clusters Score -9156066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -9156070.000000 Penalty: 5513.879395
	Iteration 53Q: 3 clusters Score -9156070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -9156068.000000 Penalty: 5513.879395
	Iteration 54Q: 3 clusters Score -9156068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -9156064.000000 Penalty: 5513.879395
	Iteration 55Q: 3 clusters Score -9156064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -9156072.000000 Penalty: 5513.879395
	Iteration 56Q: 3 clusters Score -9156072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -9156068.000000 Penalty: 5513.879395
	Iteration 57Q: 3 clusters Score -9156068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9156069.000000 Penalty: 5513.879395
	Iteration 58Q: 3 clusters Score -9156069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -9156069.000000 Penalty: 5513.879395
	Iteration 59Q: 3 clusters Score -9156069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9156082.000000 Penalty: 5513.879395
	Iteration 60F: 3 clusters Score -9156082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -9156085.000000 Penalty: 5513.879395
	Iteration 61Q: 3 clusters Score -9156085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -9156085.000000 Penalty: 5513.879395
	Iteration 62Q: 3 clusters Score -9156085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -9156075.000000 Penalty: 5513.879395
	Iteration 63Q: 3 clusters Score -9156075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -9156076.000000 Penalty: 5513.879395
	Iteration 64Q: 3 clusters Score -9156076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -9156082.000000 Penalty: 5513.879395
	Iteration 65Q: 3 clusters Score -9156082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -9156078.000000 Penalty: 5513.879395
	Iteration 66Q: 3 clusters Score -9156078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -9156078.000000 Penalty: 5513.879395
	Iteration 67Q: 3 clusters Score -9156078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -9156091.000000 Penalty: 5513.879395
	Iteration 68Q: 3 clusters Score -9156091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -9156087.000000 Penalty: 5513.879395
	Iteration 69Q: 3 clusters Score -9156087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9156090.000000 Penalty: 5513.879395
	Iteration 70Q: 3 clusters Score -9156090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -9156087.000000 Penalty: 5513.879395
	Iteration 71Q: 3 clusters Score -9156087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -9156094.000000 Penalty: 5513.879395
	Iteration 72Q: 3 clusters Score -9156094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -9156094.000000 Penalty: 5513.879395
	Iteration 73Q: 3 clusters Score -9156094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9156093.000000 Penalty: 5513.879395
	Iteration 74Q: 3 clusters Score -9156093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -9156090.000000 Penalty: 5513.879395
	Iteration 75Q: 3 clusters Score -9156090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -9156097.000000 Penalty: 5513.879395
	Iteration 76Q: 3 clusters Score -9156097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -9156109.000000 Penalty: 5513.879395
	Iteration 77Q: 3 clusters Score -9156109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -9156121.000000 Penalty: 5513.879395
	Iteration 78Q: 3 clusters Score -9156121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -9156129.000000 Penalty: 5513.879395
	Iteration 79Q: 3 clusters Score -9156129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9156140.000000 Penalty: 5513.879395
	Iteration 80F: 3 clusters Score -9156140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -9156133.000000 Penalty: 5513.879395
	Iteration 81Q: 3 clusters Score -9156133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -9156133.000000 Penalty: 5513.879395
	Iteration 82F: 3 clusters Score -9156133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Entering Unmasked Estep 
Score: -23915138.000000 Penalty: 2996.960938
	Iteration 0F: 2 clusters Score -2.391514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -23807158.000000 Penalty: 5993.921875
	Iteration 0F: 3 clusters Score -2.380716e+07 nChanged 84801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -23856132.000000 Penalty: 5993.921875
	Iteration 1F: 3 clusters Score -2.385613e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -23856826.000000 Penalty: 5993.921875
	Iteration 2Q: 3 clusters Score -2.385683e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -23857792.000000 Penalty: 5993.921875
	Iteration 3Q: 3 clusters Score -2.385779e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -23858628.000000 Penalty: 5993.921875
	Iteration 4Q: 3 clusters Score -2.385863e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -23859894.000000 Penalty: 5993.921875
	Iteration 5Q: 3 clusters Score -2.385989e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -23861432.000000 Penalty: 5993.921875
	Iteration 6Q: 3 clusters Score -2.386143e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -23863886.000000 Penalty: 5993.921875
	Iteration 7Q: 3 clusters Score -2.386389e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -23867752.000000 Penalty: 5993.921875
	Iteration 8Q: 3 clusters Score -2.386775e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -23873734.000000 Penalty: 5993.921875
	Iteration 9F: 3 clusters Score -2.387373e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -23882594.000000 Penalty: 5993.921875
	Iteration 10F: 3 clusters Score -2.388259e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -23891520.000000 Penalty: 5993.921875
	Iteration 11F: 3 clusters Score -2.389152e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -23896300.000000 Penalty: 5993.921875
	Iteration 12F: 3 clusters Score -2.38963e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -23898100.000000 Penalty: 5993.921875
	Iteration 13Q: 3 clusters Score -2.38981e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -23898862.000000 Penalty: 5993.921875
	Iteration 14Q: 3 clusters Score -2.389886e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -23899412.000000 Penalty: 5993.921875
	Iteration 15Q: 3 clusters Score -2.389941e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -23899916.000000 Penalty: 5993.921875
	Iteration 16Q: 3 clusters Score -2.389992e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -23900418.000000 Penalty: 5993.921875
	Iteration 17Q: 3 clusters Score -2.390042e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -23900984.000000 Penalty: 5993.921875
	Iteration 18Q: 3 clusters Score -2.390098e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -23901470.000000 Penalty: 5993.921875
	Iteration 19Q: 3 clusters Score -2.390147e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -23902152.000000 Penalty: 5993.921875
	Iteration 20F: 3 clusters Score -2.390215e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -23902606.000000 Penalty: 5993.921875
	Iteration 21Q: 3 clusters Score -2.390261e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -23903102.000000 Penalty: 5993.921875
	Iteration 22Q: 3 clusters Score -2.39031e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -23903740.000000 Penalty: 5993.921875
	Iteration 23Q: 3 clusters Score -2.390374e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -23904350.000000 Penalty: 5993.921875
	Iteration 24Q: 3 clusters Score -2.390435e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -23904780.000000 Penalty: 5993.921875
	Iteration 25Q: 3 clusters Score -2.390478e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -23905202.000000 Penalty: 5993.921875
	Iteration 26Q: 3 clusters Score -2.39052e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -23905688.000000 Penalty: 5993.921875
	Iteration 27Q: 3 clusters Score -2.390569e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -23906108.000000 Penalty: 5993.921875
	Iteration 28Q: 3 clusters Score -2.390611e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103232 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -23906430.000000 Penalty: 5993.921875
	Iteration 29Q: 3 clusters Score -2.390643e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -23906612.000000 Penalty: 5993.921875
	Iteration 30Q: 3 clusters Score -2.390661e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -23906882.000000 Penalty: 5993.921875
	Iteration 31Q: 3 clusters Score -2.390688e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -23906966.000000 Penalty: 5993.921875
	Iteration 32Q: 3 clusters Score -2.390697e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -23907204.000000 Penalty: 5993.921875
	Iteration 33Q: 3 clusters Score -2.39072e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -23907382.000000 Penalty: 5993.921875
	Iteration 34Q: 3 clusters Score -2.390738e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -23907458.000000 Penalty: 5993.921875
	Iteration 35Q: 3 clusters Score -2.390746e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -23907648.000000 Penalty: 5993.921875
	Iteration 36Q: 3 clusters Score -2.390765e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -23907752.000000 Penalty: 5993.921875
	Iteration 37Q: 3 clusters Score -2.390775e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -23907810.000000 Penalty: 5993.921875
	Iteration 38Q: 3 clusters Score -2.390781e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -23907892.000000 Penalty: 5993.921875
	Iteration 39Q: 3 clusters Score -2.390789e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -23908000.000000 Penalty: 5993.921875
	Iteration 40F: 3 clusters Score -2.3908e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -23908148.000000 Penalty: 5993.921875
	Iteration 41Q: 3 clusters Score -2.390815e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -23908190.000000 Penalty: 5993.921875
	Iteration 42Q: 3 clusters Score -2.390819e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -23908350.000000 Penalty: 5993.921875
	Iteration 43Q: 3 clusters Score -2.390835e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -23908546.000000 Penalty: 5993.921875
	Iteration 44Q: 3 clusters Score -2.390855e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -23908736.000000 Penalty: 5993.921875
	Iteration 45Q: 3 clusters Score -2.390874e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -23908784.000000 Penalty: 5993.921875
	Iteration 46Q: 3 clusters Score -2.390878e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -23908980.000000 Penalty: 5993.921875
	Iteration 47Q: 3 clusters Score -2.390898e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -23909104.000000 Penalty: 5993.921875
	Iteration 48Q: 3 clusters Score -2.39091e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -23909376.000000 Penalty: 5993.921875
	Iteration 49Q: 3 clusters Score -2.390938e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -23909594.000000 Penalty: 5993.921875
	Iteration 50Q: 3 clusters Score -2.390959e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -23909712.000000 Penalty: 5993.921875
	Iteration 51Q: 3 clusters Score -2.390971e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124792 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -23909938.000000 Penalty: 5993.921875
	Iteration 52Q: 3 clusters Score -2.390994e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126433 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -23910124.000000 Penalty: 5993.921875
	Iteration 53Q: 3 clusters Score -2.391012e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -23910424.000000 Penalty: 5993.921875
	Iteration 54Q: 3 clusters Score -2.391042e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -23910796.000000 Penalty: 5993.921875
	Iteration 55Q: 3 clusters Score -2.39108e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -23911068.000000 Penalty: 5993.921875
	Iteration 56Q: 3 clusters Score -2.391107e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -23911542.000000 Penalty: 5993.921875
	Iteration 57Q: 3 clusters Score -2.391154e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -23911984.000000 Penalty: 5993.921875
	Iteration 58Q: 3 clusters Score -2.391198e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -23912324.000000 Penalty: 5993.921875
	Iteration 59Q: 3 clusters Score -2.391232e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -23912676.000000 Penalty: 5993.921875
	Iteration 60F: 3 clusters Score -2.391268e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -23913056.000000 Penalty: 5993.921875
	Iteration 61Q: 3 clusters Score -2.391306e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -23913480.000000 Penalty: 5993.921875
	Iteration 62Q: 3 clusters Score -2.391348e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -23913956.000000 Penalty: 5993.921875
	Iteration 63Q: 3 clusters Score -2.391396e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -23914274.000000 Penalty: 5993.921875
	Iteration 64Q: 3 clusters Score -2.391427e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -23914526.000000 Penalty: 5993.921875
	Iteration 65Q: 3 clusters Score -2.391453e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152937 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -23914792.000000 Penalty: 5993.921875
	Iteration 66Q: 3 clusters Score -2.391479e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -23914824.000000 Penalty: 5993.921875
	Iteration 67Q: 3 clusters Score -2.391482e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -23915110.000000 Penalty: 5993.921875
	Iteration 68Q: 3 clusters Score -2.391511e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -23915156.000000 Penalty: 5993.921875
	Iteration 69Q: 3 clusters Score -2.391516e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -23915146.000000 Penalty: 5993.921875
	Iteration 70Q: 3 clusters Score -2.391515e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -23915156.000000 Penalty: 5993.921875
	Iteration 71Q: 3 clusters Score -2.391516e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -23915032.000000 Penalty: 5993.921875
	Iteration 72Q: 3 clusters Score -2.391503e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -23914936.000000 Penalty: 5993.921875
	Iteration 73Q: 3 clusters Score -2.391494e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -23914800.000000 Penalty: 5993.921875
	Iteration 74Q: 3 clusters Score -2.39148e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -23914730.000000 Penalty: 5993.921875
	Iteration 75Q: 3 clusters Score -2.391473e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -23914612.000000 Penalty: 5993.921875
	Iteration 76Q: 3 clusters Score -2.391461e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -23914430.000000 Penalty: 5993.921875
	Iteration 77Q: 3 clusters Score -2.391443e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171063 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -23914374.000000 Penalty: 5993.921875
	Iteration 78Q: 3 clusters Score -2.391437e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -23914402.000000 Penalty: 5993.921875
	Iteration 79Q: 3 clusters Score -2.39144e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -23914382.000000 Penalty: 5993.921875
	Iteration 80F: 3 clusters Score -2.391438e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -23914310.000000 Penalty: 5993.921875
	Iteration 81Q: 3 clusters Score -2.391431e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -23914290.000000 Penalty: 5993.921875
	Iteration 82Q: 3 clusters Score -2.391429e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -23914280.000000 Penalty: 5993.921875
	Iteration 83Q: 3 clusters Score -2.391428e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173784 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -23914258.000000 Penalty: 5993.921875
	Iteration 84Q: 3 clusters Score -2.391426e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -23914246.000000 Penalty: 5993.921875
	Iteration 85Q: 3 clusters Score -2.391425e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23914196.000000 Penalty: 5993.921875
	Iteration 86Q: 3 clusters Score -2.39142e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174484 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23914160.000000 Penalty: 5993.921875
	Iteration 87Q: 3 clusters Score -2.391416e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -23914102.000000 Penalty: 5993.921875
	Iteration 88Q: 3 clusters Score -2.39141e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174752 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -23914150.000000 Penalty: 5993.921875
	Iteration 89Q: 3 clusters Score -2.391415e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23914086.000000 Penalty: 5993.921875
	Iteration 90Q: 3 clusters Score -2.391409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -23914084.000000 Penalty: 5993.921875
	Iteration 91Q: 3 clusters Score -2.391408e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23914050.000000 Penalty: 5993.921875
	Iteration 92Q: 3 clusters Score -2.391405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23913998.000000 Penalty: 5993.921875
	Iteration 93Q: 3 clusters Score -2.3914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23913992.000000 Penalty: 5993.921875
	Iteration 94Q: 3 clusters Score -2.391399e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23913948.000000 Penalty: 5993.921875
	Iteration 95Q: 3 clusters Score -2.391395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23913922.000000 Penalty: 5993.921875
	Iteration 96Q: 3 clusters Score -2.391392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -23913906.000000 Penalty: 5993.921875
	Iteration 97Q: 3 clusters Score -2.391391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175285 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23913880.000000 Penalty: 5993.921875
	Iteration 98Q: 3 clusters Score -2.391388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -23913896.000000 Penalty: 5993.921875
	Iteration 99Q: 3 clusters Score -2.39139e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -23913878.000000 Penalty: 5993.921875
	Iteration 100F: 3 clusters Score -2.391388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175409 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23913846.000000 Penalty: 5993.921875
	Iteration 101Q: 3 clusters Score -2.391385e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -23913836.000000 Penalty: 5993.921875
	Iteration 102Q: 3 clusters Score -2.391384e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23913796.000000 Penalty: 5993.921875
	Iteration 103Q: 3 clusters Score -2.39138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23913786.000000 Penalty: 5993.921875
	Iteration 104Q: 3 clusters Score -2.391379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -23913730.000000 Penalty: 5993.921875
	Iteration 105Q: 3 clusters Score -2.391373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23913732.000000 Penalty: 5993.921875
	Iteration 106Q: 3 clusters Score -2.391373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23913704.000000 Penalty: 5993.921875
	Iteration 107Q: 3 clusters Score -2.39137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23913702.000000 Penalty: 5993.921875
	Iteration 108Q: 3 clusters Score -2.39137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23913700.000000 Penalty: 5993.921875
	Iteration 109Q: 3 clusters Score -2.39137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175659 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23913698.000000 Penalty: 5993.921875
	Iteration 110Q: 3 clusters Score -2.39137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23913682.000000 Penalty: 5993.921875
	Iteration 111Q: 3 clusters Score -2.391368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23913670.000000 Penalty: 5993.921875
	Iteration 112Q: 3 clusters Score -2.391367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23913666.000000 Penalty: 5993.921875
	Iteration 113Q: 3 clusters Score -2.391367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -23913676.000000 Penalty: 5993.921875
	Iteration 114Q: 3 clusters Score -2.391368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23913676.000000 Penalty: 5993.921875
	Iteration 115Q: 3 clusters Score -2.391368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23913682.000000 Penalty: 5993.921875
	Iteration 116Q: 3 clusters Score -2.391368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23913672.000000 Penalty: 5993.921875
	Iteration 117Q: 3 clusters Score -2.391367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23913678.000000 Penalty: 5993.921875
	Iteration 118Q: 3 clusters Score -2.391368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175690 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23913674.000000 Penalty: 5993.921875
	Iteration 119Q: 3 clusters Score -2.391367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175697 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23913646.000000 Penalty: 5993.921875
	Iteration 120F: 3 clusters Score -2.391365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23913646.000000 Penalty: 5993.921875
	Iteration 121Q: 3 clusters Score -2.391365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175708 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23913660.000000 Penalty: 5993.921875
	Iteration 122Q: 3 clusters Score -2.391366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -23913658.000000 Penalty: 5993.921875
	Iteration 123Q: 3 clusters Score -2.391366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23913648.000000 Penalty: 5993.921875
	Iteration 124Q: 3 clusters Score -2.391365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23913658.000000 Penalty: 5993.921875
	Iteration 125Q: 3 clusters Score -2.391366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175738 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -23913644.000000 Penalty: 5993.921875
	Iteration 126Q: 3 clusters Score -2.391364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23913654.000000 Penalty: 5993.921875
	Iteration 127Q: 3 clusters Score -2.391365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -23913662.000000 Penalty: 5993.921875
	Iteration 128Q: 3 clusters Score -2.391366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175759 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23913650.000000 Penalty: 5993.921875
	Iteration 129Q: 3 clusters Score -2.391365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23913648.000000 Penalty: 5993.921875
	Iteration 130Q: 3 clusters Score -2.391365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23913648.000000 Penalty: 5993.921875
	Iteration 131F: 3 clusters Score -2.391365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41401.390625 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41401.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41607.257812 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41607.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41725.722656 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -41725.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41921.167969 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -41921.17 nChanged 22
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: -42275.585938 Penalty: 2964.270020
	Iteration 4F: 3 clusters Score -42275.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42470.496094 Penalty: 2964.270020
	Iteration 5F: 3 clusters Score -42470.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42662.539062 Penalty: 2964.270020
	Iteration 6F: 3 clusters Score -42662.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -42734.328125 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -42734.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42772.628906 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -42772.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -42796.058594 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -42796.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42816.210938 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -42816.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42816.210938 Penalty: 2964.270020
	Iteration 11F: 3 clusters Score -42816.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 103 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159154 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
Score: -180364480.000000 Penalty: 77098.109375
Splitting cluster 14 changes total score from -180366400.000000 to -180364480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47064.527344 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47064.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47153.320312 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47153.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47187.652344 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47187.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47207.238281 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47207.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47210.210938 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47210.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47210.210938 Penalty: 2943.707520
	Iteration 5F: 3 clusters Score -47210.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Entering Unmasked Estep 
Score: -2387702.500000 Penalty: 2441.207520
	Iteration 0F: 2 clusters Score -2387702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2374280.750000 Penalty: 4882.415039
	Iteration 0F: 3 clusters Score -2374281 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2378882.250000 Penalty: 4882.415039
	Iteration 1F: 3 clusters Score -2378882 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2379667.000000 Penalty: 4882.415039
	Iteration 2F: 3 clusters Score -2379667 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2380438.250000 Penalty: 4882.415039
	Iteration 3F: 3 clusters Score -2380438 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2381182.000000 Penalty: 4882.415039
	Iteration 4F: 3 clusters Score -2381182 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2381970.250000 Penalty: 4882.415039
	Iteration 5F: 3 clusters Score -2381970 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2382928.000000 Penalty: 4882.415039
	Iteration 6F: 3 clusters Score -2382928 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2383951.750000 Penalty: 4882.415039
	Iteration 7F: 3 clusters Score -2383952 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2384866.250000 Penalty: 4882.415039
	Iteration 8F: 3 clusters Score -2384866 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2385511.000000 Penalty: 4882.415039
	Iteration 9Q: 3 clusters Score -2385511 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2385978.250000 Penalty: 4882.415039
	Iteration 10Q: 3 clusters Score -2385978 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2386285.750000 Penalty: 4882.415039
	Iteration 11Q: 3 clusters Score -2386286 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2386530.000000 Penalty: 4882.415039
	Iteration 12Q: 3 clusters Score -2386530 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2386712.250000 Penalty: 4882.415039
	Iteration 13Q: 3 clusters Score -2386712 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2386849.250000 Penalty: 4882.415039
	Iteration 14Q: 3 clusters Score -2386849 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2386997.500000 Penalty: 4882.415039
	Iteration 15Q: 3 clusters Score -2386998 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2387148.750000 Penalty: 4882.415039
	Iteration 16Q: 3 clusters Score -2387149 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2387321.000000 Penalty: 4882.415039
	Iteration 17Q: 3 clusters Score -2387321 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2387479.750000 Penalty: 4882.415039
	Iteration 18Q: 3 clusters Score -2387480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2387620.750000 Penalty: 4882.415039
	Iteration 19Q: 3 clusters Score -2387621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2387723.250000 Penalty: 4882.415039
	Iteration 20F: 3 clusters Score -2387723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2387836.500000 Penalty: 4882.415039
	Iteration 21Q: 3 clusters Score -2387836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2387893.250000 Penalty: 4882.415039
	Iteration 22Q: 3 clusters Score -2387893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2387915.750000 Penalty: 4882.415039
	Iteration 23Q: 3 clusters Score -2387916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2387917.250000 Penalty: 4882.415039
	Iteration 24Q: 3 clusters Score -2387917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2387920.750000 Penalty: 4882.415039
	Iteration 25Q: 3 clusters Score -2387921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2387921.000000 Penalty: 4882.415039
	Iteration 26Q: 3 clusters Score -2387921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2387921.000000 Penalty: 4882.415039
	Iteration 27F: 3 clusters Score -2387921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 18027 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159154 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
Score: -180365664.000000 Penalty: 77098.109375
Splitting cluster 17 changes total score from -180366400.000000 to -180365664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -99256.898438 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -99256.9 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 396 members 
Entering Unmasked Estep 
Score: -97446.703125 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -97446.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97706.640625 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -97706.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97815.617188 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -97815.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97883.156250 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -97883.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97939.820312 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -97939.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97963.625000 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -97963.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97980.078125 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -97980.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97997.781250 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -97997.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98006.906250 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -98006.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98023.390625 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -98023.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98057.140625 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -98057.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98098.070312 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -98098.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98164.929688 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -98164.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98240.273438 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -98240.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98308.281250 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -98308.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98381.562500 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -98381.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98429.820312 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -98429.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98505.820312 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -98505.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98557.445312 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -98557.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98607.671875 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -98607.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98668.179688 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -98668.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98728.078125 Penalty: 3308.071045
	Iteration 21Q: 3 clusters Score -98728.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98775.179688 Penalty: 3308.071045
	Iteration 22Q: 3 clusters Score -98775.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98806.273438 Penalty: 3308.071045
	Iteration 23Q: 3 clusters Score -98806.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98811.546875 Penalty: 3308.071045
	Iteration 24Q: 3 clusters Score -98811.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98811.546875 Penalty: 3308.071045
	Iteration 25F: 3 clusters Score -98811.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Entering Unmasked Estep 
Score: -21307314.000000 Penalty: 2970.451660
	Iteration 0F: 2 clusters Score -2.130731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -21202240.000000 Penalty: 5940.903320
	Iteration 0F: 3 clusters Score -2.120224e+07 nChanged 76180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -21246434.000000 Penalty: 5940.903320
	Iteration 1F: 3 clusters Score -2.124643e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -21247160.000000 Penalty: 5940.903320
	Iteration 2Q: 3 clusters Score -2.124716e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -21247798.000000 Penalty: 5940.903320
	Iteration 3Q: 3 clusters Score -2.12478e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -21248536.000000 Penalty: 5940.903320
	Iteration 4Q: 3 clusters Score -2.124854e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -21249426.000000 Penalty: 5940.903320
	Iteration 5Q: 3 clusters Score -2.124943e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -21250768.000000 Penalty: 5940.903320
	Iteration 6Q: 3 clusters Score -2.125077e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -21253164.000000 Penalty: 5940.903320
	Iteration 7Q: 3 clusters Score -2.125316e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -21257778.000000 Penalty: 5940.903320
	Iteration 8F: 3 clusters Score -2.125778e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -21265850.000000 Penalty: 5940.903320
	Iteration 9F: 3 clusters Score -2.126585e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -21278354.000000 Penalty: 5940.903320
	Iteration 10F: 3 clusters Score -2.127835e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -21291410.000000 Penalty: 5940.903320
	Iteration 11F: 3 clusters Score -2.129141e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -21299624.000000 Penalty: 5940.903320
	Iteration 12F: 3 clusters Score -2.129962e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -21303016.000000 Penalty: 5940.903320
	Iteration 13Q: 3 clusters Score -2.130302e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 158566 members 
Entering Unmasked Estep 
Score: -21304042.000000 Penalty: 5940.903320
	Iteration 14Q: 3 clusters Score -2.130404e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21304342.000000 Penalty: 5940.903320
	Iteration 15Q: 3 clusters Score -2.130434e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -21304452.000000 Penalty: 5940.903320
	Iteration 16Q: 3 clusters Score -2.130445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -21304526.000000 Penalty: 5940.903320
	Iteration 17Q: 3 clusters Score -2.130453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -21304528.000000 Penalty: 5940.903320
	Iteration 18Q: 3 clusters Score -2.130453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -21304532.000000 Penalty: 5940.903320
	Iteration 19Q: 3 clusters Score -2.130453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -21304552.000000 Penalty: 5940.903320
	Iteration 20F: 3 clusters Score -2.130455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -21304550.000000 Penalty: 5940.903320
	Iteration 21Q: 3 clusters Score -2.130455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -21304572.000000 Penalty: 5940.903320
	Iteration 22Q: 3 clusters Score -2.130457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -21304572.000000 Penalty: 5940.903320
	Iteration 23Q: 3 clusters Score -2.130457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158948 members 
Entering Unmasked Estep 
Score: -21304594.000000 Penalty: 5940.903320
	Iteration 24Q: 3 clusters Score -2.130459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -21304608.000000 Penalty: 5940.903320
	Iteration 25Q: 3 clusters Score -2.130461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -21304620.000000 Penalty: 5940.903320
	Iteration 26Q: 3 clusters Score -2.130462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158948 members 
Entering Unmasked Estep 
Score: -21304622.000000 Penalty: 5940.903320
	Iteration 27Q: 3 clusters Score -2.130462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158948 members 
Entering Unmasked Estep 
Score: -21304622.000000 Penalty: 5940.903320
	Iteration 28F: 3 clusters Score -2.130462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -589495.562500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -589495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -585133.937500 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -585133.9 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -586119.500000 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -586119.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -586323.000000 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -586323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -586498.125000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -586498.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -586669.750000 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -586669.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -586796.062500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -586796.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -586888.937500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -586888.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -586979.562500 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -586979.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -587049.125000 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -587049.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -587134.125000 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -587134.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -587230.437500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -587230.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -587318.437500 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -587318.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -587412.562500 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -587412.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -587482.375000 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -587482.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -587537.937500 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -587537.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -587587.437500 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -587587.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -587629.375000 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -587629.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -587664.250000 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -587664.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -587690.250000 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -587690.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -587715.125000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -587715.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -587733.500000 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -587733.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -587745.375000 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -587745.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -587759.500000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -587759.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -587766.437500 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -587766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -587778.375000 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -587778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -587785.062500 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -587785.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -587788.812500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -587788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -587795.125000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -587795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -587796.187500 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -587796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -587799.562500 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -587799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -587802.687500 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -587802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -587804.187500 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -587804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -587805.437500 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -587805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -587805.875000 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -587805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -587807.812500 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -587807.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -587807.812500 Penalty: 4185.429688
	Iteration 35F: 3 clusters Score -587807.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155911 members 
Entering Unmasked Estep 
Score: -21118986.000000 Penalty: 2965.346191
	Iteration 0F: 2 clusters Score -2.111899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -21016352.000000 Penalty: 5930.692383
	Iteration 0F: 3 clusters Score -2.101635e+07 nChanged 74795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -21059842.000000 Penalty: 5930.692383
	Iteration 1F: 3 clusters Score -2.105984e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -21060804.000000 Penalty: 5930.692383
	Iteration 2Q: 3 clusters Score -2.10608e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -21061786.000000 Penalty: 5930.692383
	Iteration 3Q: 3 clusters Score -2.106179e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -21063714.000000 Penalty: 5930.692383
	Iteration 4Q: 3 clusters Score -2.106371e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -21067340.000000 Penalty: 5930.692383
	Iteration 5Q: 3 clusters Score -2.106734e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -21073802.000000 Penalty: 5930.692383
	Iteration 6F: 3 clusters Score -2.10738e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -21084944.000000 Penalty: 5930.692383
	Iteration 7F: 3 clusters Score -2.108494e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -21098756.000000 Penalty: 5930.692383
	Iteration 8F: 3 clusters Score -2.109876e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -21109776.000000 Penalty: 5930.692383
	Iteration 9F: 3 clusters Score -2.110978e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21114612.000000 Penalty: 5930.692383
	Iteration 10Q: 3 clusters Score -2.111461e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21115792.000000 Penalty: 5930.692383
	Iteration 11Q: 3 clusters Score -2.111579e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21116130.000000 Penalty: 5930.692383
	Iteration 12Q: 3 clusters Score -2.111613e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21116222.000000 Penalty: 5930.692383
	Iteration 13Q: 3 clusters Score -2.111622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155722 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21116296.000000 Penalty: 5930.692383
	Iteration 14Q: 3 clusters Score -2.11163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21116312.000000 Penalty: 5930.692383
	Iteration 15Q: 3 clusters Score -2.111631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155730 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21116336.000000 Penalty: 5930.692383
	Iteration 16Q: 3 clusters Score -2.111634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21116340.000000 Penalty: 5930.692383
	Iteration 17Q: 3 clusters Score -2.111634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21116340.000000 Penalty: 5930.692383
	Iteration 18Q: 3 clusters Score -2.111634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21116346.000000 Penalty: 5930.692383
	Iteration 19Q: 3 clusters Score -2.111635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21116354.000000 Penalty: 5930.692383
	Iteration 20F: 3 clusters Score -2.111635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21116350.000000 Penalty: 5930.692383
	Iteration 21Q: 3 clusters Score -2.111635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21116362.000000 Penalty: 5930.692383
	Iteration 22Q: 3 clusters Score -2.111636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21116360.000000 Penalty: 5930.692383
	Iteration 23Q: 3 clusters Score -2.111636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21116360.000000 Penalty: 5930.692383
	Iteration 24F: 3 clusters Score -2.111636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Entering Unmasked Estep 
Score: -4720671.500000 Penalty: 2593.086182
	Iteration 0F: 2 clusters Score -4720672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4697171.500000 Penalty: 5186.172363
	Iteration 0F: 3 clusters Score -4697172 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4705495.000000 Penalty: 5186.172363
	Iteration 1F: 3 clusters Score -4705495 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4706043.000000 Penalty: 5186.172363
	Iteration 2Q: 3 clusters Score -4706043 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4706559.000000 Penalty: 5186.172363
	Iteration 3Q: 3 clusters Score -4706559 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4707142.000000 Penalty: 5186.172363
	Iteration 4Q: 3 clusters Score -4707142 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4707842.000000 Penalty: 5186.172363
	Iteration 5Q: 3 clusters Score -4707842 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4708622.000000 Penalty: 5186.172363
	Iteration 6Q: 3 clusters Score -4708622 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4709436.000000 Penalty: 5186.172363
	Iteration 7Q: 3 clusters Score -4709436 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4710453.500000 Penalty: 5186.172363
	Iteration 8F: 3 clusters Score -4710454 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4711684.000000 Penalty: 5186.172363
	Iteration 9F: 3 clusters Score -4711684 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4713145.500000 Penalty: 5186.172363
	Iteration 10F: 3 clusters Score -4713146 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4714474.500000 Penalty: 5186.172363
	Iteration 11F: 3 clusters Score -4714474 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4715343.500000 Penalty: 5186.172363
	Iteration 12Q: 3 clusters Score -4715344 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4715729.500000 Penalty: 5186.172363
	Iteration 13Q: 3 clusters Score -4715730 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4715924.500000 Penalty: 5186.172363
	Iteration 14Q: 3 clusters Score -4715924 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4716093 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4716229 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4716352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4716462 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4716548.500000 Penalty: 5186.172363
	Iteration 19Q: 3 clusters Score -4716548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4716640.500000 Penalty: 5186.172363
	Iteration 20F: 3 clusters Score -4716640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4716726 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4716810 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4716894 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4716981.500000 Penalty: 5186.172363
	Iteration 24Q: 3 clusters Score -4716982 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4717073.500000 Penalty: 5186.172363
	Iteration 25Q: 3 clusters Score -4717074 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -4717137.500000 Penalty: 5186.172363
	Iteration 26Q: 3 clusters Score -4717138 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4717215 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4717266.500000 Penalty: 5186.172363
	Iteration 28Q: 3 clusters Score -4717266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4717331.500000 Penalty: 5186.172363
	Iteration 29Q: 3 clusters Score -4717332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4717384.500000 Penalty: 5186.172363
	Iteration 30Q: 3 clusters Score -4717384 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4717427.500000 Penalty: 5186.172363
	Iteration 31Q: 3 clusters Score -4717428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4717493.500000 Penalty: 5186.172363
	Iteration 32Q: 3 clusters Score -4717494 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4717522 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4717561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4717602.500000 Penalty: 5186.172363
	Iteration 35Q: 3 clusters Score -4717602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4717644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4717672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4717694 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4717733 nChanged 196
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Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4717770 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4717828 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4717882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4717934 nChanged 211
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Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4717988 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4718066 nChanged 194
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Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4718120 nChanged 196
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Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4718170 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4718224 nChanged 138
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Mstep: Class 1 contains 31030 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4718256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4718296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4718328.500000 Penalty: 5186.172363
	Iteration 51Q: 3 clusters Score -4718328 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4718362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4718401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4718438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4718471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4718496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4718524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4718544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4718575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4718610.500000 Penalty: 5186.172363
	Iteration 60F: 3 clusters Score -4718610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4718608.500000 Penalty: 5186.172363
	Iteration 61Q: 3 clusters Score -4718608 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4718626.500000 Penalty: 5186.172363
	Iteration 62Q: 3 clusters Score -4718626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4718641.000000 Penalty: 5186.172363
	Iteration 63Q: 3 clusters Score -4718641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4718653.000000 Penalty: 5186.172363
	Iteration 64Q: 3 clusters Score -4718653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4718662.500000 Penalty: 5186.172363
	Iteration 65Q: 3 clusters Score -4718662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4718665 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4718666 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4718680.000000 Penalty: 5186.172363
	Iteration 68Q: 3 clusters Score -4718680 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4718688.000000 Penalty: 5186.172363
	Iteration 69Q: 3 clusters Score -4718688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4718693.500000 Penalty: 5186.172363
	Iteration 70Q: 3 clusters Score -4718694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4718694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4718698.000000 Penalty: 5186.172363
	Iteration 72Q: 3 clusters Score -4718698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4718701.500000 Penalty: 5186.172363
	Iteration 73Q: 3 clusters Score -4718702 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4718703.000000 Penalty: 5186.172363
	Iteration 74Q: 3 clusters Score -4718703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4718705.000000 Penalty: 5186.172363
	Iteration 75Q: 3 clusters Score -4718705 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4718719.000000 Penalty: 5186.172363
	Iteration 76Q: 3 clusters Score -4718719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4718717.000000 Penalty: 5186.172363
	Iteration 77Q: 3 clusters Score -4718717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4718723.000000 Penalty: 5186.172363
	Iteration 78Q: 3 clusters Score -4718723 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4718721.000000 Penalty: 5186.172363
	Iteration 79Q: 3 clusters Score -4718721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4718722.500000 Penalty: 5186.172363
	Iteration 80F: 3 clusters Score -4718722 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4718725.500000 Penalty: 5186.172363
	Iteration 81Q: 3 clusters Score -4718726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4718729.500000 Penalty: 5186.172363
	Iteration 82Q: 3 clusters Score -4718730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4718731.000000 Penalty: 5186.172363
	Iteration 83Q: 3 clusters Score -4718731 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4718731.500000 Penalty: 5186.172363
	Iteration 84Q: 3 clusters Score -4718732 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4718729.500000 Penalty: 5186.172363
	Iteration 85Q: 3 clusters Score -4718730 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4718728.000000 Penalty: 5186.172363
	Iteration 86Q: 3 clusters Score -4718728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4718732.000000 Penalty: 5186.172363
	Iteration 87Q: 3 clusters Score -4718732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4718729.500000 Penalty: 5186.172363
	Iteration 88Q: 3 clusters Score -4718730 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4718733.500000 Penalty: 5186.172363
	Iteration 89Q: 3 clusters Score -4718734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4718739.000000 Penalty: 5186.172363
	Iteration 90Q: 3 clusters Score -4718739 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4718736.500000 Penalty: 5186.172363
	Iteration 91Q: 3 clusters Score -4718736 nChanged 10
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Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4718742.000000 Penalty: 5186.172363
	Iteration 92Q: 3 clusters Score -4718742 nChanged 12
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Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4718746.000000 Penalty: 5186.172363
	Iteration 93Q: 3 clusters Score -4718746 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4718761.500000 Penalty: 5186.172363
	Iteration 94Q: 3 clusters Score -4718762 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4718761.000000 Penalty: 5186.172363
	Iteration 95Q: 3 clusters Score -4718761 nChanged 10
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Entering Unmasked Estep 
Score: -4718760.000000 Penalty: 5186.172363
	Iteration 96Q: 3 clusters Score -4718760 nChanged 14
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Entering Unmasked Estep 
Score: -4718766.000000 Penalty: 5186.172363
	Iteration 97Q: 3 clusters Score -4718766 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4718765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4718766 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4718772.000000 Penalty: 5186.172363
	Iteration 100F: 3 clusters Score -4718772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4718766 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32983 members 
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Entering Unmasked Estep 
Score: -4718768.500000 Penalty: 5186.172363
	Iteration 102Q: 3 clusters Score -4718768 nChanged 4
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Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4718765 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4718771.000000 Penalty: 5186.172363
	Iteration 104Q: 3 clusters Score -4718771 nChanged 8
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Mstep: Class 1 contains 33002 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4718766 nChanged 5
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Entering Unmasked Estep 
Score: -4718764.500000 Penalty: 5186.172363
	Iteration 106Q: 3 clusters Score -4718764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4718771.000000 Penalty: 5186.172363
	Iteration 107Q: 3 clusters Score -4718771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4718769.500000 Penalty: 5186.172363
	Iteration 108Q: 3 clusters Score -4718770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4718772.500000 Penalty: 5186.172363
	Iteration 109Q: 3 clusters Score -4718772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4718772.500000 Penalty: 5186.172363
	Iteration 110F: 3 clusters Score -4718772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148433 members 
Mstep: Class 5 contains 104202 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62918 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 177109 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159154 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 279Q: 22 clusters Score -1.803664e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148429 members 
Mstep: Class 5 contains 104206 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143822 members 
Mstep: Class 10 contains 62916 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67288 members 
Mstep: Class 13 contains 177111 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159166 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155906 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366480.000000 Penalty: 73593.648438
Iteration 280F: 22 clusters Score -1.803665e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148430 members 
Mstep: Class 5 contains 104203 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143822 members 
Mstep: Class 10 contains 62915 members 
Mstep: Class 11 contains 135539 members 
Mstep: Class 12 contains 67290 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159180 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155907 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366592.000000 Penalty: 73593.648438
Iteration 281Q: 22 clusters Score -1.803666e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148431 members 
Mstep: Class 5 contains 104199 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62914 members 
Mstep: Class 11 contains 135540 members 
Mstep: Class 12 contains 67294 members 
Mstep: Class 13 contains 177111 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159185 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155908 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366592.000000 Penalty: 73593.648438
Iteration 282Q: 22 clusters Score -1.803666e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148429 members 
Mstep: Class 5 contains 104198 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62912 members 
Mstep: Class 11 contains 135535 members 
Mstep: Class 12 contains 67295 members 
Mstep: Class 13 contains 177111 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159189 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155914 members 
Mstep: Class 23 contains 34753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366592.000000 Penalty: 73593.648438
Iteration 283Q: 22 clusters Score -1.803666e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148429 members 
Mstep: Class 5 contains 104197 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143831 members 
Mstep: Class 10 contains 62910 members 
Mstep: Class 11 contains 135528 members 
Mstep: Class 12 contains 67295 members 
Mstep: Class 13 contains 177110 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159197 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155913 members 
Mstep: Class 23 contains 34755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366464.000000 Penalty: 73593.648438
Iteration 284Q: 22 clusters Score -1.803665e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148422 members 
Mstep: Class 5 contains 104198 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143830 members 
Mstep: Class 10 contains 62906 members 
Mstep: Class 11 contains 135525 members 
Mstep: Class 12 contains 67295 members 
Mstep: Class 13 contains 177108 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159205 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155926 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 285Q: 22 clusters Score -1.803664e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148419 members 
Mstep: Class 5 contains 104201 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143832 members 
Mstep: Class 10 contains 62903 members 
Mstep: Class 11 contains 135525 members 
Mstep: Class 12 contains 67295 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159210 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155931 members 
Mstep: Class 23 contains 34753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366384.000000 Penalty: 73593.648438
Iteration 286Q: 22 clusters Score -1.803664e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138852 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148424 members 
Mstep: Class 5 contains 104204 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143830 members 
Mstep: Class 10 contains 62902 members 
Mstep: Class 11 contains 135523 members 
Mstep: Class 12 contains 67298 members 
Mstep: Class 13 contains 177103 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159212 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155935 members 
Mstep: Class 23 contains 34750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 287Q: 22 clusters Score -1.803664e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148426 members 
Mstep: Class 5 contains 104205 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143829 members 
Mstep: Class 10 contains 62899 members 
Mstep: Class 11 contains 135521 members 
Mstep: Class 12 contains 67303 members 
Mstep: Class 13 contains 177101 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159220 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155934 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366288.000000 Penalty: 73593.648438
Iteration 288Q: 22 clusters Score -1.803663e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148430 members 
Mstep: Class 5 contains 104206 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143827 members 
Mstep: Class 10 contains 62896 members 
Mstep: Class 11 contains 135522 members 
Mstep: Class 12 contains 67306 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159237 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155928 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366304.000000 Penalty: 73593.648438
Iteration 289Q: 22 clusters Score -1.803663e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138824 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148436 members 
Mstep: Class 5 contains 104207 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62896 members 
Mstep: Class 11 contains 135521 members 
Mstep: Class 12 contains 67307 members 
Mstep: Class 13 contains 177095 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18838 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159245 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155928 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 73593.648438
Iteration 290Q: 22 clusters Score -1.803663e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104207 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143820 members 
Mstep: Class 10 contains 62892 members 
Mstep: Class 11 contains 135520 members 
Mstep: Class 12 contains 67313 members 
Mstep: Class 13 contains 177090 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18840 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159250 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155928 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366256.000000 Penalty: 73593.648438
Iteration 291Q: 22 clusters Score -1.803663e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138807 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148446 members 
Mstep: Class 5 contains 104206 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143819 members 
Mstep: Class 10 contains 62891 members 
Mstep: Class 11 contains 135520 members 
Mstep: Class 12 contains 67316 members 
Mstep: Class 13 contains 177089 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18838 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159256 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155927 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 292Q: 22 clusters Score -1.803664e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148445 members 
Mstep: Class 5 contains 104207 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143819 members 
Mstep: Class 10 contains 62890 members 
Mstep: Class 11 contains 135523 members 
Mstep: Class 12 contains 67322 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159254 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155931 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 293Q: 22 clusters Score -1.803664e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148449 members 
Mstep: Class 5 contains 104207 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62890 members 
Mstep: Class 11 contains 135520 members 
Mstep: Class 12 contains 67325 members 
Mstep: Class 13 contains 177085 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159251 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155932 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366352.000000 Penalty: 73593.648438
Iteration 294Q: 22 clusters Score -1.803664e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148456 members 
Mstep: Class 5 contains 104206 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62892 members 
Mstep: Class 11 contains 135521 members 
Mstep: Class 12 contains 67325 members 
Mstep: Class 13 contains 177080 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159254 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155928 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366432.000000 Penalty: 73593.648438
Iteration 295Q: 22 clusters Score -1.803664e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148456 members 
Mstep: Class 5 contains 104208 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143827 members 
Mstep: Class 10 contains 62891 members 
Mstep: Class 11 contains 135524 members 
Mstep: Class 12 contains 67325 members 
Mstep: Class 13 contains 177078 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159261 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155923 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366480.000000 Penalty: 73593.648438
Iteration 296Q: 22 clusters Score -1.803665e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138784 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148463 members 
Mstep: Class 5 contains 104217 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62887 members 
Mstep: Class 11 contains 135526 members 
Mstep: Class 12 contains 67323 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159267 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155908 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 297Q: 22 clusters Score -1.803664e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138780 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104218 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62885 members 
Mstep: Class 11 contains 135528 members 
Mstep: Class 12 contains 67324 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159275 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155904 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 298Q: 22 clusters Score -1.803664e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138784 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104222 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62883 members 
Mstep: Class 11 contains 135528 members 
Mstep: Class 12 contains 67323 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159272 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155905 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366448.000000 Penalty: 73593.648438
Iteration 299Q: 22 clusters Score -1.803664e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 104225 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62881 members 
Mstep: Class 11 contains 135525 members 
Mstep: Class 12 contains 67323 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159275 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155899 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366464.000000 Penalty: 73593.648438
Iteration 300F: 22 clusters Score -1.803665e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148468 members 
Mstep: Class 5 contains 104225 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62880 members 
Mstep: Class 11 contains 135526 members 
Mstep: Class 12 contains 67324 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159272 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155899 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 73593.648438
Iteration 301Q: 22 clusters Score -1.803663e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148464 members 
Mstep: Class 5 contains 104228 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62877 members 
Mstep: Class 11 contains 135529 members 
Mstep: Class 12 contains 67325 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159268 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155904 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366384.000000 Penalty: 73593.648438
Iteration 302Q: 22 clusters Score -1.803664e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104229 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62877 members 
Mstep: Class 11 contains 135533 members 
Mstep: Class 12 contains 67328 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159265 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155902 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366384.000000 Penalty: 73593.648438
Iteration 303Q: 22 clusters Score -1.803664e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148464 members 
Mstep: Class 5 contains 104232 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62877 members 
Mstep: Class 11 contains 135537 members 
Mstep: Class 12 contains 67328 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159264 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155905 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366416.000000 Penalty: 73593.648438
Iteration 304Q: 22 clusters Score -1.803664e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138772 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148463 members 
Mstep: Class 5 contains 104235 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143821 members 
Mstep: Class 10 contains 62879 members 
Mstep: Class 11 contains 135538 members 
Mstep: Class 12 contains 67331 members 
Mstep: Class 13 contains 177070 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159263 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155904 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 73593.648438
Iteration 305Q: 22 clusters Score -1.803664e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148462 members 
Mstep: Class 5 contains 104235 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143818 members 
Mstep: Class 10 contains 62880 members 
Mstep: Class 11 contains 135534 members 
Mstep: Class 12 contains 67332 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159269 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155901 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366480.000000 Penalty: 73593.648438
Iteration 306Q: 22 clusters Score -1.803665e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138773 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148459 members 
Mstep: Class 5 contains 104235 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143821 members 
Mstep: Class 10 contains 62879 members 
Mstep: Class 11 contains 135534 members 
Mstep: Class 12 contains 67331 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159270 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155900 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366512.000000 Penalty: 73593.648438
Iteration 307Q: 22 clusters Score -1.803665e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148457 members 
Mstep: Class 5 contains 104234 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62880 members 
Mstep: Class 11 contains 135533 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159266 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155903 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366544.000000 Penalty: 73593.648438
Iteration 308Q: 22 clusters Score -1.803665e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148456 members 
Mstep: Class 5 contains 104234 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143826 members 
Mstep: Class 10 contains 62882 members 
Mstep: Class 11 contains 135537 members 
Mstep: Class 12 contains 67327 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159264 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155902 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366576.000000 Penalty: 73593.648438
Iteration 309Q: 22 clusters Score -1.803666e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138773 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148459 members 
Mstep: Class 5 contains 104234 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143823 members 
Mstep: Class 10 contains 62879 members 
Mstep: Class 11 contains 135537 members 
Mstep: Class 12 contains 67328 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159268 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155903 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366576.000000 Penalty: 73593.648438
Iteration 310Q: 22 clusters Score -1.803666e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138770 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148459 members 
Mstep: Class 5 contains 104233 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62876 members 
Mstep: Class 11 contains 135536 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159268 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155908 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366624.000000 Penalty: 73593.648438
Iteration 311Q: 22 clusters Score -1.803666e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138768 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148460 members 
Mstep: Class 5 contains 104234 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143822 members 
Mstep: Class 10 contains 62874 members 
Mstep: Class 11 contains 135539 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159266 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155911 members 
Mstep: Class 23 contains 34745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366592.000000 Penalty: 73593.648438
Iteration 312Q: 22 clusters Score -1.803666e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138768 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148460 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143817 members 
Mstep: Class 10 contains 62875 members 
Mstep: Class 11 contains 135544 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159266 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155906 members 
Mstep: Class 23 contains 34742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366656.000000 Penalty: 73593.648438
Iteration 313Q: 22 clusters Score -1.803667e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138763 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148463 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143816 members 
Mstep: Class 10 contains 62873 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159275 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155902 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366768.000000 Penalty: 73593.648438
Iteration 314Q: 22 clusters Score -1.803668e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148462 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143818 members 
Mstep: Class 10 contains 62870 members 
Mstep: Class 11 contains 135543 members 
Mstep: Class 12 contains 67329 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159289 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155899 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366704.000000 Penalty: 73593.648438
Iteration 315Q: 22 clusters Score -1.803667e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148461 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143816 members 
Mstep: Class 10 contains 62865 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67331 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159300 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155894 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366736.000000 Penalty: 73593.648438
Iteration 316Q: 22 clusters Score -1.803667e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148462 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143819 members 
Mstep: Class 10 contains 62860 members 
Mstep: Class 11 contains 135547 members 
Mstep: Class 12 contains 67332 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159306 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155886 members 
Mstep: Class 23 contains 34742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366752.000000 Penalty: 73593.648438
Iteration 317Q: 22 clusters Score -1.803668e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138754 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143821 members 
Mstep: Class 10 contains 62859 members 
Mstep: Class 11 contains 135546 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159312 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155881 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366688.000000 Penalty: 73593.648438
Iteration 318Q: 22 clusters Score -1.803667e+08 nChanged 44
Entering ConstructFrom: 
Score: -180366688.000000 Penalty: 73593.648438
Entering ConstructFrom: 
Trying to split cluster 1 (138752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138752 members 
Entering Unmasked Estep 
Score: -18682566.000000 Penalty: 2936.429932
	Iteration 0F: 2 clusters Score -1.868257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -18589912.000000 Penalty: 5872.859863
	Iteration 0F: 3 clusters Score -1.858991e+07 nChanged 66291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -18628346.000000 Penalty: 5872.859863
	Iteration 1F: 3 clusters Score -1.862835e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -18629128.000000 Penalty: 5872.859863
	Iteration 2Q: 3 clusters Score -1.862913e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -18629910.000000 Penalty: 5872.859863
	Iteration 3Q: 3 clusters Score -1.862991e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -18630962.000000 Penalty: 5872.859863
	Iteration 4Q: 3 clusters Score -1.863096e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -18632438.000000 Penalty: 5872.859863
	Iteration 5Q: 3 clusters Score -1.863244e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -18634788.000000 Penalty: 5872.859863
	Iteration 6Q: 3 clusters Score -1.863479e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -18638524.000000 Penalty: 5872.859863
	Iteration 7F: 3 clusters Score -1.863852e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -18644576.000000 Penalty: 5872.859863
	Iteration 8F: 3 clusters Score -1.864458e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 104840 members 
Entering Unmasked Estep 
Score: -18653032.000000 Penalty: 5872.859863
	Iteration 9F: 3 clusters Score -1.865303e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
Score: -18662394.000000 Penalty: 5872.859863
	Iteration 10F: 3 clusters Score -1.866239e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -18670246.000000 Penalty: 5872.859863
	Iteration 11F: 3 clusters Score -1.867025e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -18675028.000000 Penalty: 5872.859863
	Iteration 12Q: 3 clusters Score -1.867503e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 129496 members 
Entering Unmasked Estep 
Score: -18677238.000000 Penalty: 5872.859863
	Iteration 13Q: 3 clusters Score -1.867724e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -18678380.000000 Penalty: 5872.859863
	Iteration 14Q: 3 clusters Score -1.867838e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -18679052.000000 Penalty: 5872.859863
	Iteration 15Q: 3 clusters Score -1.867905e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -18679436.000000 Penalty: 5872.859863
	Iteration 16Q: 3 clusters Score -1.867944e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -18679738.000000 Penalty: 5872.859863
	Iteration 17Q: 3 clusters Score -1.867974e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -18679956.000000 Penalty: 5872.859863
	Iteration 18Q: 3 clusters Score -1.867996e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -18680088.000000 Penalty: 5872.859863
	Iteration 19Q: 3 clusters Score -1.868009e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -18680186.000000 Penalty: 5872.859863
	Iteration 20F: 3 clusters Score -1.868019e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 135029 members 
Entering Unmasked Estep 
Score: -18680286.000000 Penalty: 5872.859863
	Iteration 21Q: 3 clusters Score -1.868029e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 135263 members 
Entering Unmasked Estep 
Score: -18680368.000000 Penalty: 5872.859863
	Iteration 22Q: 3 clusters Score -1.868037e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -18680400.000000 Penalty: 5872.859863
	Iteration 23Q: 3 clusters Score -1.86804e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 135660 members 
Entering Unmasked Estep 
Score: -18680414.000000 Penalty: 5872.859863
	Iteration 24Q: 3 clusters Score -1.868041e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -18680444.000000 Penalty: 5872.859863
	Iteration 25Q: 3 clusters Score -1.868044e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -18680466.000000 Penalty: 5872.859863
	Iteration 26Q: 3 clusters Score -1.868047e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -18680514.000000 Penalty: 5872.859863
	Iteration 27Q: 3 clusters Score -1.868051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 136154 members 
Entering Unmasked Estep 
Score: -18680548.000000 Penalty: 5872.859863
	Iteration 28Q: 3 clusters Score -1.868055e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -18680588.000000 Penalty: 5872.859863
	Iteration 29Q: 3 clusters Score -1.868059e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -18680638.000000 Penalty: 5872.859863
	Iteration 30Q: 3 clusters Score -1.868064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -18680634.000000 Penalty: 5872.859863
	Iteration 31Q: 3 clusters Score -1.868063e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 136421 members 
Entering Unmasked Estep 
Score: -18680634.000000 Penalty: 5872.859863
	Iteration 32Q: 3 clusters Score -1.868063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -18680642.000000 Penalty: 5872.859863
	Iteration 33Q: 3 clusters Score -1.868064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -18680656.000000 Penalty: 5872.859863
	Iteration 34Q: 3 clusters Score -1.868066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -18680676.000000 Penalty: 5872.859863
	Iteration 35Q: 3 clusters Score -1.868068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -18680652.000000 Penalty: 5872.859863
	Iteration 36Q: 3 clusters Score -1.868065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -18680672.000000 Penalty: 5872.859863
	Iteration 37Q: 3 clusters Score -1.868067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -18680688.000000 Penalty: 5872.859863
	Iteration 38Q: 3 clusters Score -1.868069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 136648 members 
Entering Unmasked Estep 
Score: -18680716.000000 Penalty: 5872.859863
	Iteration 39Q: 3 clusters Score -1.868072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 136678 members 
Entering Unmasked Estep 
Score: -18680720.000000 Penalty: 5872.859863
	Iteration 40F: 3 clusters Score -1.868072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 136697 members 
Entering Unmasked Estep 
Score: -18680712.000000 Penalty: 5872.859863
	Iteration 41Q: 3 clusters Score -1.868071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 136711 members 
Entering Unmasked Estep 
Score: -18680714.000000 Penalty: 5872.859863
	Iteration 42Q: 3 clusters Score -1.868071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -18680724.000000 Penalty: 5872.859863
	Iteration 43Q: 3 clusters Score -1.868072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -18680734.000000 Penalty: 5872.859863
	Iteration 44Q: 3 clusters Score -1.868073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -18680742.000000 Penalty: 5872.859863
	Iteration 45Q: 3 clusters Score -1.868074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 136763 members 
Entering Unmasked Estep 
Score: -18680748.000000 Penalty: 5872.859863
	Iteration 46Q: 3 clusters Score -1.868075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -18680746.000000 Penalty: 5872.859863
	Iteration 47Q: 3 clusters Score -1.868075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 136776 members 
Entering Unmasked Estep 
Score: -18680734.000000 Penalty: 5872.859863
	Iteration 48Q: 3 clusters Score -1.868073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -18680748.000000 Penalty: 5872.859863
	Iteration 49Q: 3 clusters Score -1.868075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -18680746.000000 Penalty: 5872.859863
	Iteration 50Q: 3 clusters Score -1.868075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -18680738.000000 Penalty: 5872.859863
	Iteration 51Q: 3 clusters Score -1.868074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -18680736.000000 Penalty: 5872.859863
	Iteration 52Q: 3 clusters Score -1.868074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 136797 members 
Entering Unmasked Estep 
Score: -18680734.000000 Penalty: 5872.859863
	Iteration 53Q: 3 clusters Score -1.868073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -18680744.000000 Penalty: 5872.859863
	Iteration 54Q: 3 clusters Score -1.868074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -18680744.000000 Penalty: 5872.859863
	Iteration 55F: 3 clusters Score -1.868074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131951.515625 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131951.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132536.921875 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132536.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133139.015625 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -133139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133503.140625 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -133503.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -133729.281250 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -133729.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -133936.562500 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -133936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -134077.406250 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -134077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -134191.812500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -134191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -134226.593750 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -134226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -134232.375000 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -134232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -134235.437500 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -134235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -134239.968750 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -134240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134242.406250 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -134242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -134242.406250 Penalty: 3473.971191
	Iteration 13F: 3 clusters Score -134242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62859 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159319 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155871 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
Score: -180365280.000000 Penalty: 77098.109375
Splitting cluster 2 changes total score from -180366688.000000 to -180365280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -106266.367188 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -106266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104619.984375 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -104620 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106397.625000 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -106397.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -107131.382812 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -107131.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -107601.976562 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -107602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -107897.710938 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -107897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -107974.937500 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -107974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -108012.906250 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -108012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -108040.320312 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -108040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108042.851562 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -108042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108042.851562 Penalty: 3391.317139
	Iteration 9F: 3 clusters Score -108042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 723 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62859 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159319 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155871 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
Score: -180366928.000000 Penalty: 77098.109375
Splitting cluster 3 changes total score from -180366688.000000 to -180366928.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (148467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Entering Unmasked Estep 
Score: -20056352.000000 Penalty: 2953.213379
	Iteration 0F: 2 clusters Score -2.005635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -19957632.000000 Penalty: 5906.426758
	Iteration 0F: 3 clusters Score -1.995763e+07 nChanged 70791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -19999758.000000 Penalty: 5906.426758
	Iteration 1F: 3 clusters Score -1.999976e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -20001664.000000 Penalty: 5906.426758
	Iteration 2Q: 3 clusters Score -2.000166e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -20004186.000000 Penalty: 5906.426758
	Iteration 3Q: 3 clusters Score -2.000419e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -20007856.000000 Penalty: 5906.426758
	Iteration 4Q: 3 clusters Score -2.000786e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -20012860.000000 Penalty: 5906.426758
	Iteration 5F: 3 clusters Score -2.001286e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -20019202.000000 Penalty: 5906.426758
	Iteration 6F: 3 clusters Score -2.00192e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -20026358.000000 Penalty: 5906.426758
	Iteration 7F: 3 clusters Score -2.002636e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 114955 members 
Entering Unmasked Estep 
Score: -20033012.000000 Penalty: 5906.426758
	Iteration 8F: 3 clusters Score -2.003301e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -20037672.000000 Penalty: 5906.426758
	Iteration 9Q: 3 clusters Score -2.003767e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 124737 members 
Entering Unmasked Estep 
Score: -20040718.000000 Penalty: 5906.426758
	Iteration 10Q: 3 clusters Score -2.004072e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -20042968.000000 Penalty: 5906.426758
	Iteration 11Q: 3 clusters Score -2.004297e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 131405 members 
Entering Unmasked Estep 
Score: -20044616.000000 Penalty: 5906.426758
	Iteration 12Q: 3 clusters Score -2.004462e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 134217 members 
Entering Unmasked Estep 
Score: -20046104.000000 Penalty: 5906.426758
	Iteration 13Q: 3 clusters Score -2.00461e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 136723 members 
Entering Unmasked Estep 
Score: -20047444.000000 Penalty: 5906.426758
	Iteration 14Q: 3 clusters Score -2.004744e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -20048774.000000 Penalty: 5906.426758
	Iteration 15Q: 3 clusters Score -2.004877e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 140848 members 
Entering Unmasked Estep 
Score: -20049860.000000 Penalty: 5906.426758
	Iteration 16Q: 3 clusters Score -2.004986e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -20050806.000000 Penalty: 5906.426758
	Iteration 17Q: 3 clusters Score -2.005081e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -20051526.000000 Penalty: 5906.426758
	Iteration 18Q: 3 clusters Score -2.005153e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 144626 members 
Entering Unmasked Estep 
Score: -20052116.000000 Penalty: 5906.426758
	Iteration 19Q: 3 clusters Score -2.005212e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 145355 members 
Entering Unmasked Estep 
Score: -20052484.000000 Penalty: 5906.426758
	Iteration 20F: 3 clusters Score -2.005248e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -20052806.000000 Penalty: 5906.426758
	Iteration 21Q: 3 clusters Score -2.005281e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -20053056.000000 Penalty: 5906.426758
	Iteration 22Q: 3 clusters Score -2.005306e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 146602 members 
Entering Unmasked Estep 
Score: -20053174.000000 Penalty: 5906.426758
	Iteration 23Q: 3 clusters Score -2.005317e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 146838 members 
Entering Unmasked Estep 
Score: -20053296.000000 Penalty: 5906.426758
	Iteration 24Q: 3 clusters Score -2.00533e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -20053410.000000 Penalty: 5906.426758
	Iteration 25Q: 3 clusters Score -2.005341e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -20053506.000000 Penalty: 5906.426758
	Iteration 26Q: 3 clusters Score -2.005351e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -20053526.000000 Penalty: 5906.426758
	Iteration 27Q: 3 clusters Score -2.005353e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -20053582.000000 Penalty: 5906.426758
	Iteration 28Q: 3 clusters Score -2.005358e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -20053628.000000 Penalty: 5906.426758
	Iteration 29Q: 3 clusters Score -2.005363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -20053684.000000 Penalty: 5906.426758
	Iteration 30Q: 3 clusters Score -2.005368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -20053684.000000 Penalty: 5906.426758
	Iteration 31Q: 3 clusters Score -2.005368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -20053662.000000 Penalty: 5906.426758
	Iteration 32Q: 3 clusters Score -2.005366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -20053682.000000 Penalty: 5906.426758
	Iteration 33Q: 3 clusters Score -2.005368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -20053714.000000 Penalty: 5906.426758
	Iteration 34Q: 3 clusters Score -2.005371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -20053746.000000 Penalty: 5906.426758
	Iteration 35Q: 3 clusters Score -2.005375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -20053734.000000 Penalty: 5906.426758
	Iteration 36Q: 3 clusters Score -2.005373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -20053736.000000 Penalty: 5906.426758
	Iteration 37Q: 3 clusters Score -2.005374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -20053730.000000 Penalty: 5906.426758
	Iteration 38Q: 3 clusters Score -2.005373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -20053726.000000 Penalty: 5906.426758
	Iteration 39Q: 3 clusters Score -2.005373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -20053710.000000 Penalty: 5906.426758
	Iteration 40F: 3 clusters Score -2.005371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -20053718.000000 Penalty: 5906.426758
	Iteration 41Q: 3 clusters Score -2.005372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 147648 members 
Entering Unmasked Estep 
Score: -20053730.000000 Penalty: 5906.426758
	Iteration 42Q: 3 clusters Score -2.005373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -20053760.000000 Penalty: 5906.426758
	Iteration 43Q: 3 clusters Score -2.005376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 147660 members 
Entering Unmasked Estep 
Score: -20053748.000000 Penalty: 5906.426758
	Iteration 44Q: 3 clusters Score -2.005375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 147667 members 
Entering Unmasked Estep 
Score: -20053742.000000 Penalty: 5906.426758
	Iteration 45Q: 3 clusters Score -2.005374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -20053748.000000 Penalty: 5906.426758
	Iteration 46Q: 3 clusters Score -2.005375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -20053754.000000 Penalty: 5906.426758
	Iteration 47Q: 3 clusters Score -2.005375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -20053760.000000 Penalty: 5906.426758
	Iteration 48Q: 3 clusters Score -2.005376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -20053760.000000 Penalty: 5906.426758
	Iteration 49Q: 3 clusters Score -2.005376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
Score: -20053768.000000 Penalty: 5906.426758
	Iteration 50Q: 3 clusters Score -2.005377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -20053774.000000 Penalty: 5906.426758
	Iteration 51Q: 3 clusters Score -2.005377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -20053778.000000 Penalty: 5906.426758
	Iteration 52Q: 3 clusters Score -2.005378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 147696 members 
Entering Unmasked Estep 
Score: -20053774.000000 Penalty: 5906.426758
	Iteration 53Q: 3 clusters Score -2.005377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -20053782.000000 Penalty: 5906.426758
	Iteration 54Q: 3 clusters Score -2.005378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -20053782.000000 Penalty: 5906.426758
	Iteration 55F: 3 clusters Score -2.005378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Entering Unmasked Estep 
Score: -14085131.000000 Penalty: 2865.503906
	Iteration 0F: 2 clusters Score -1.408513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -14015275.000000 Penalty: 5731.007812
	Iteration 0F: 3 clusters Score -1.401528e+07 nChanged 49409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -14043638.000000 Penalty: 5731.007812
	Iteration 1F: 3 clusters Score -1.404364e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -14044436.000000 Penalty: 5731.007812
	Iteration 2Q: 3 clusters Score -1.404444e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -14045602.000000 Penalty: 5731.007812
	Iteration 3Q: 3 clusters Score -1.40456e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -14047174.000000 Penalty: 5731.007812
	Iteration 4Q: 3 clusters Score -1.404717e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -14049250.000000 Penalty: 5731.007812
	Iteration 5Q: 3 clusters Score -1.404925e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -14052026.000000 Penalty: 5731.007812
	Iteration 6Q: 3 clusters Score -1.405203e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -14055904.000000 Penalty: 5731.007812
	Iteration 7F: 3 clusters Score -1.40559e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -14060544.000000 Penalty: 5731.007812
	Iteration 8F: 3 clusters Score -1.406054e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -14064670.000000 Penalty: 5731.007812
	Iteration 9F: 3 clusters Score -1.406467e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -14066987.000000 Penalty: 5731.007812
	Iteration 10Q: 3 clusters Score -1.406699e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -14067885.000000 Penalty: 5731.007812
	Iteration 11Q: 3 clusters Score -1.406788e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -14068374.000000 Penalty: 5731.007812
	Iteration 12Q: 3 clusters Score -1.406837e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -14068637.000000 Penalty: 5731.007812
	Iteration 13Q: 3 clusters Score -1.406864e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -14068873.000000 Penalty: 5731.007812
	Iteration 14Q: 3 clusters Score -1.406887e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -14069121.000000 Penalty: 5731.007812
	Iteration 15Q: 3 clusters Score -1.406912e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -14069418.000000 Penalty: 5731.007812
	Iteration 16Q: 3 clusters Score -1.406942e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -14069718.000000 Penalty: 5731.007812
	Iteration 17Q: 3 clusters Score -1.406972e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -14069955.000000 Penalty: 5731.007812
	Iteration 18Q: 3 clusters Score -1.406996e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -14070220.000000 Penalty: 5731.007812
	Iteration 19Q: 3 clusters Score -1.407022e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -14070391.000000 Penalty: 5731.007812
	Iteration 20F: 3 clusters Score -1.407039e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -14070508.000000 Penalty: 5731.007812
	Iteration 21Q: 3 clusters Score -1.407051e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -14070641.000000 Penalty: 5731.007812
	Iteration 22Q: 3 clusters Score -1.407064e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -14070731.000000 Penalty: 5731.007812
	Iteration 23Q: 3 clusters Score -1.407073e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -14070811.000000 Penalty: 5731.007812
	Iteration 24Q: 3 clusters Score -1.407081e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -14070887.000000 Penalty: 5731.007812
	Iteration 25Q: 3 clusters Score -1.407089e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -14070992.000000 Penalty: 5731.007812
	Iteration 26Q: 3 clusters Score -1.407099e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -14071107.000000 Penalty: 5731.007812
	Iteration 27Q: 3 clusters Score -1.407111e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -14071187.000000 Penalty: 5731.007812
	Iteration 28Q: 3 clusters Score -1.407119e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -14071230.000000 Penalty: 5731.007812
	Iteration 29Q: 3 clusters Score -1.407123e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -14071297.000000 Penalty: 5731.007812
	Iteration 30Q: 3 clusters Score -1.40713e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -14071383.000000 Penalty: 5731.007812
	Iteration 31Q: 3 clusters Score -1.407138e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -14071391.000000 Penalty: 5731.007812
	Iteration 32Q: 3 clusters Score -1.407139e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -14071391.000000 Penalty: 5731.007812
	Iteration 33Q: 3 clusters Score -1.407139e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -14071469.000000 Penalty: 5731.007812
	Iteration 34Q: 3 clusters Score -1.407147e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -14071481.000000 Penalty: 5731.007812
	Iteration 35Q: 3 clusters Score -1.407148e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -14071499.000000 Penalty: 5731.007812
	Iteration 36Q: 3 clusters Score -1.40715e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -14071546.000000 Penalty: 5731.007812
	Iteration 37Q: 3 clusters Score -1.407155e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -14071606.000000 Penalty: 5731.007812
	Iteration 38Q: 3 clusters Score -1.407161e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -14071631.000000 Penalty: 5731.007812
	Iteration 39Q: 3 clusters Score -1.407163e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -14071661.000000 Penalty: 5731.007812
	Iteration 40F: 3 clusters Score -1.407166e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -14071668.000000 Penalty: 5731.007812
	Iteration 41Q: 3 clusters Score -1.407167e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -14071718.000000 Penalty: 5731.007812
	Iteration 42Q: 3 clusters Score -1.407172e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -14071721.000000 Penalty: 5731.007812
	Iteration 43Q: 3 clusters Score -1.407172e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -14071753.000000 Penalty: 5731.007812
	Iteration 44Q: 3 clusters Score -1.407175e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -14071823.000000 Penalty: 5731.007812
	Iteration 45Q: 3 clusters Score -1.407182e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -14071873.000000 Penalty: 5731.007812
	Iteration 46Q: 3 clusters Score -1.407187e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -14071978.000000 Penalty: 5731.007812
	Iteration 47Q: 3 clusters Score -1.407198e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -14072035.000000 Penalty: 5731.007812
	Iteration 48Q: 3 clusters Score -1.407204e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -14072101.000000 Penalty: 5731.007812
	Iteration 49Q: 3 clusters Score -1.40721e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -14072130.000000 Penalty: 5731.007812
	Iteration 50Q: 3 clusters Score -1.407213e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -14072215.000000 Penalty: 5731.007812
	Iteration 51Q: 3 clusters Score -1.407222e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -14072241.000000 Penalty: 5731.007812
	Iteration 52Q: 3 clusters Score -1.407224e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -14072367.000000 Penalty: 5731.007812
	Iteration 53Q: 3 clusters Score -1.407237e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -14072466.000000 Penalty: 5731.007812
	Iteration 54Q: 3 clusters Score -1.407247e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -14072548.000000 Penalty: 5731.007812
	Iteration 55Q: 3 clusters Score -1.407255e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -14072658.000000 Penalty: 5731.007812
	Iteration 56Q: 3 clusters Score -1.407266e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -14072703.000000 Penalty: 5731.007812
	Iteration 57Q: 3 clusters Score -1.40727e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -14072872.000000 Penalty: 5731.007812
	Iteration 58Q: 3 clusters Score -1.407287e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -14072889.000000 Penalty: 5731.007812
	Iteration 59Q: 3 clusters Score -1.407289e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -14073016.000000 Penalty: 5731.007812
	Iteration 60F: 3 clusters Score -1.407302e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -14073154.000000 Penalty: 5731.007812
	Iteration 61Q: 3 clusters Score -1.407315e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -14073348.000000 Penalty: 5731.007812
	Iteration 62Q: 3 clusters Score -1.407335e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -14073563.000000 Penalty: 5731.007812
	Iteration 63Q: 3 clusters Score -1.407356e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -14073792.000000 Penalty: 5731.007812
	Iteration 64Q: 3 clusters Score -1.407379e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -14073911.000000 Penalty: 5731.007812
	Iteration 65Q: 3 clusters Score -1.407391e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -14074108.000000 Penalty: 5731.007812
	Iteration 66Q: 3 clusters Score -1.407411e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -14074332.000000 Penalty: 5731.007812
	Iteration 67Q: 3 clusters Score -1.407433e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -14074506.000000 Penalty: 5731.007812
	Iteration 68Q: 3 clusters Score -1.407451e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -14074733.000000 Penalty: 5731.007812
	Iteration 69Q: 3 clusters Score -1.407473e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -14074920.000000 Penalty: 5731.007812
	Iteration 70Q: 3 clusters Score -1.407492e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -14075163.000000 Penalty: 5731.007812
	Iteration 71Q: 3 clusters Score -1.407516e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -14075511.000000 Penalty: 5731.007812
	Iteration 72Q: 3 clusters Score -1.407551e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -14075793.000000 Penalty: 5731.007812
	Iteration 73Q: 3 clusters Score -1.407579e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -14076196.000000 Penalty: 5731.007812
	Iteration 74Q: 3 clusters Score -1.40762e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -14076519.000000 Penalty: 5731.007812
	Iteration 75Q: 3 clusters Score -1.407652e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -14076906.000000 Penalty: 5731.007812
	Iteration 76Q: 3 clusters Score -1.407691e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -14077232.000000 Penalty: 5731.007812
	Iteration 77Q: 3 clusters Score -1.407723e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -14077621.000000 Penalty: 5731.007812
	Iteration 78Q: 3 clusters Score -1.407762e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -14078007.000000 Penalty: 5731.007812
	Iteration 79Q: 3 clusters Score -1.407801e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -14078380.000000 Penalty: 5731.007812
	Iteration 80F: 3 clusters Score -1.407838e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -14078635.000000 Penalty: 5731.007812
	Iteration 81Q: 3 clusters Score -1.407864e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -14078960.000000 Penalty: 5731.007812
	Iteration 82Q: 3 clusters Score -1.407896e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -14079277.000000 Penalty: 5731.007812
	Iteration 83Q: 3 clusters Score -1.407928e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -14079563.000000 Penalty: 5731.007812
	Iteration 84Q: 3 clusters Score -1.407956e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -14079766.000000 Penalty: 5731.007812
	Iteration 85Q: 3 clusters Score -1.407977e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -14079984.000000 Penalty: 5731.007812
	Iteration 86Q: 3 clusters Score -1.407998e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -14080213.000000 Penalty: 5731.007812
	Iteration 87Q: 3 clusters Score -1.408021e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -14080476.000000 Penalty: 5731.007812
	Iteration 88Q: 3 clusters Score -1.408048e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -14080694.000000 Penalty: 5731.007812
	Iteration 89Q: 3 clusters Score -1.408069e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -14080875.000000 Penalty: 5731.007812
	Iteration 90Q: 3 clusters Score -1.408088e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -14081094.000000 Penalty: 5731.007812
	Iteration 91Q: 3 clusters Score -1.408109e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -14081235.000000 Penalty: 5731.007812
	Iteration 92Q: 3 clusters Score -1.408124e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -14081397.000000 Penalty: 5731.007812
	Iteration 93Q: 3 clusters Score -1.40814e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -14081535.000000 Penalty: 5731.007812
	Iteration 94Q: 3 clusters Score -1.408154e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99034 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -14081679.000000 Penalty: 5731.007812
	Iteration 95Q: 3 clusters Score -1.408168e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -14081787.000000 Penalty: 5731.007812
	Iteration 96Q: 3 clusters Score -1.408179e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -14081868.000000 Penalty: 5731.007812
	Iteration 97Q: 3 clusters Score -1.408187e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100104 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -14081961.000000 Penalty: 5731.007812
	Iteration 98Q: 3 clusters Score -1.408196e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -14082078.000000 Penalty: 5731.007812
	Iteration 99Q: 3 clusters Score -1.408208e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -14082171.000000 Penalty: 5731.007812
	Iteration 100F: 3 clusters Score -1.408217e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14082225.000000 Penalty: 5731.007812
	Iteration 101Q: 3 clusters Score -1.408222e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -14082296.000000 Penalty: 5731.007812
	Iteration 102Q: 3 clusters Score -1.40823e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -14082356.000000 Penalty: 5731.007812
	Iteration 103Q: 3 clusters Score -1.408236e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14082429.000000 Penalty: 5731.007812
	Iteration 104Q: 3 clusters Score -1.408243e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14082494.000000 Penalty: 5731.007812
	Iteration 105Q: 3 clusters Score -1.408249e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -14082540.000000 Penalty: 5731.007812
	Iteration 106Q: 3 clusters Score -1.408254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -14082559.000000 Penalty: 5731.007812
	Iteration 107Q: 3 clusters Score -1.408256e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -14082630.000000 Penalty: 5731.007812
	Iteration 108Q: 3 clusters Score -1.408263e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14082646.000000 Penalty: 5731.007812
	Iteration 109Q: 3 clusters Score -1.408265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14082674.000000 Penalty: 5731.007812
	Iteration 110Q: 3 clusters Score -1.408267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14082686.000000 Penalty: 5731.007812
	Iteration 111Q: 3 clusters Score -1.408269e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -14082708.000000 Penalty: 5731.007812
	Iteration 112Q: 3 clusters Score -1.408271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14082703.000000 Penalty: 5731.007812
	Iteration 113Q: 3 clusters Score -1.40827e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -14082698.000000 Penalty: 5731.007812
	Iteration 114Q: 3 clusters Score -1.40827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -14082684.000000 Penalty: 5731.007812
	Iteration 115Q: 3 clusters Score -1.408268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -14082695.000000 Penalty: 5731.007812
	Iteration 116Q: 3 clusters Score -1.40827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -14082706.000000 Penalty: 5731.007812
	Iteration 117Q: 3 clusters Score -1.408271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -14082730.000000 Penalty: 5731.007812
	Iteration 118Q: 3 clusters Score -1.408273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14082732.000000 Penalty: 5731.007812
	Iteration 119Q: 3 clusters Score -1.408273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14082744.000000 Penalty: 5731.007812
	Iteration 120F: 3 clusters Score -1.408274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14082736.000000 Penalty: 5731.007812
	Iteration 121Q: 3 clusters Score -1.408274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14082752.000000 Penalty: 5731.007812
	Iteration 122Q: 3 clusters Score -1.408275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -14082751.000000 Penalty: 5731.007812
	Iteration 123Q: 3 clusters Score -1.408275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14082757.000000 Penalty: 5731.007812
	Iteration 124Q: 3 clusters Score -1.408276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14082768.000000 Penalty: 5731.007812
	Iteration 125Q: 3 clusters Score -1.408277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14082770.000000 Penalty: 5731.007812
	Iteration 126Q: 3 clusters Score -1.408277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14082779.000000 Penalty: 5731.007812
	Iteration 127Q: 3 clusters Score -1.408278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14082770.000000 Penalty: 5731.007812
	Iteration 128Q: 3 clusters Score -1.408277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14082769.000000 Penalty: 5731.007812
	Iteration 129Q: 3 clusters Score -1.408277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14082758.000000 Penalty: 5731.007812
	Iteration 130Q: 3 clusters Score -1.408276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14082772.000000 Penalty: 5731.007812
	Iteration 131Q: 3 clusters Score -1.408277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -14082774.000000 Penalty: 5731.007812
	Iteration 132Q: 3 clusters Score -1.408277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14082773.000000 Penalty: 5731.007812
	Iteration 133Q: 3 clusters Score -1.408277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14082765.000000 Penalty: 5731.007812
	Iteration 134Q: 3 clusters Score -1.408276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14082765.000000 Penalty: 5731.007812
	Iteration 135Q: 3 clusters Score -1.408276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102781 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14082768.000000 Penalty: 5731.007812
	Iteration 136Q: 3 clusters Score -1.408277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -14082767.000000 Penalty: 5731.007812
	Iteration 137Q: 3 clusters Score -1.408277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -14082761.000000 Penalty: 5731.007812
	Iteration 138Q: 3 clusters Score -1.408276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14082766.000000 Penalty: 5731.007812
	Iteration 139Q: 3 clusters Score -1.408277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -14082767.000000 Penalty: 5731.007812
	Iteration 140F: 3 clusters Score -1.408277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -14082759.000000 Penalty: 5731.007812
	Iteration 141Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -14082759.000000 Penalty: 5731.007812
	Iteration 142Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -14082765.000000 Penalty: 5731.007812
	Iteration 143Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14082756.000000 Penalty: 5731.007812
	Iteration 144Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -14082756.000000 Penalty: 5731.007812
	Iteration 145Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14082749.000000 Penalty: 5731.007812
	Iteration 146Q: 3 clusters Score -1.408275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -14082744.000000 Penalty: 5731.007812
	Iteration 147Q: 3 clusters Score -1.408274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14082749.000000 Penalty: 5731.007812
	Iteration 148Q: 3 clusters Score -1.408275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -14082754.000000 Penalty: 5731.007812
	Iteration 149Q: 3 clusters Score -1.408275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14082763.000000 Penalty: 5731.007812
	Iteration 150Q: 3 clusters Score -1.408276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -14082769.000000 Penalty: 5731.007812
	Iteration 151Q: 3 clusters Score -1.408277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14082766.000000 Penalty: 5731.007812
	Iteration 152Q: 3 clusters Score -1.408277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14082773.000000 Penalty: 5731.007812
	Iteration 153Q: 3 clusters Score -1.408277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14082781.000000 Penalty: 5731.007812
	Iteration 154Q: 3 clusters Score -1.408278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14082797.000000 Penalty: 5731.007812
	Iteration 155Q: 3 clusters Score -1.40828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14082781.000000 Penalty: 5731.007812
	Iteration 156Q: 3 clusters Score -1.408278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14082807.000000 Penalty: 5731.007812
	Iteration 157Q: 3 clusters Score -1.408281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -14082820.000000 Penalty: 5731.007812
	Iteration 158Q: 3 clusters Score -1.408282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14082826.000000 Penalty: 5731.007812
	Iteration 159Q: 3 clusters Score -1.408283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14082826.000000 Penalty: 5731.007812
	Iteration 160F: 3 clusters Score -1.408283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14082826.000000 Penalty: 5731.007812
	Iteration 161Q: 3 clusters Score -1.408283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -14082826.000000 Penalty: 5731.007812
	Iteration 162Q: 3 clusters Score -1.408283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14082823.000000 Penalty: 5731.007812
	Iteration 163Q: 3 clusters Score -1.408282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14082832.000000 Penalty: 5731.007812
	Iteration 164Q: 3 clusters Score -1.408283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14082837.000000 Penalty: 5731.007812
	Iteration 165Q: 3 clusters Score -1.408284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14082829.000000 Penalty: 5731.007812
	Iteration 166Q: 3 clusters Score -1.408283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14082829.000000 Penalty: 5731.007812
	Iteration 167Q: 3 clusters Score -1.408283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14082833.000000 Penalty: 5731.007812
	Iteration 168Q: 3 clusters Score -1.408283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14082839.000000 Penalty: 5731.007812
	Iteration 169Q: 3 clusters Score -1.408284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14082837.000000 Penalty: 5731.007812
	Iteration 170Q: 3 clusters Score -1.408284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -14082842.000000 Penalty: 5731.007812
	Iteration 171Q: 3 clusters Score -1.408284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14082830.000000 Penalty: 5731.007812
	Iteration 172Q: 3 clusters Score -1.408283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14082837.000000 Penalty: 5731.007812
	Iteration 173Q: 3 clusters Score -1.408284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14082837.000000 Penalty: 5731.007812
	Iteration 174Q: 3 clusters Score -1.408284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14082838.000000 Penalty: 5731.007812
	Iteration 175Q: 3 clusters Score -1.408284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14082838.000000 Penalty: 5731.007812
	Iteration 176F: 3 clusters Score -1.408284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1287916.875000 Penalty: 2263.862793
	Iteration 0F: 2 clusters Score -1287917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1280715.750000 Penalty: 4527.725586
	Iteration 0F: 3 clusters Score -1280716 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1282781.625000 Penalty: 4527.725586
	Iteration 1F: 3 clusters Score -1282782 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1283041.750000 Penalty: 4527.725586
	Iteration 2F: 3 clusters Score -1283042 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1283189.750000 Penalty: 4527.725586
	Iteration 3Q: 3 clusters Score -1283190 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1283290.625000 Penalty: 4527.725586
	Iteration 4Q: 3 clusters Score -1283291 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1283377.000000 Penalty: 4527.725586
	Iteration 5Q: 3 clusters Score -1283377 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1283455.000000 Penalty: 4527.725586
	Iteration 6Q: 3 clusters Score -1283455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1283527.375000 Penalty: 4527.725586
	Iteration 7Q: 3 clusters Score -1283527 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1283597.875000 Penalty: 4527.725586
	Iteration 8Q: 3 clusters Score -1283598 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1283681.000000 Penalty: 4527.725586
	Iteration 9Q: 3 clusters Score -1283681 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1283767.375000 Penalty: 4527.725586
	Iteration 10Q: 3 clusters Score -1283767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1283875.750000 Penalty: 4527.725586
	Iteration 11Q: 3 clusters Score -1283876 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1284028.750000 Penalty: 4527.725586
	Iteration 12Q: 3 clusters Score -1284029 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1284216.500000 Penalty: 4527.725586
	Iteration 13Q: 3 clusters Score -1284216 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1284419.250000 Penalty: 4527.725586
	Iteration 14Q: 3 clusters Score -1284419 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1284640.625000 Penalty: 4527.725586
	Iteration 15Q: 3 clusters Score -1284641 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1284879.250000 Penalty: 4527.725586
	Iteration 16Q: 3 clusters Score -1284879 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1285109.000000 Penalty: 4527.725586
	Iteration 17Q: 3 clusters Score -1285109 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1285302.625000 Penalty: 4527.725586
	Iteration 18Q: 3 clusters Score -1285303 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1285448.125000 Penalty: 4527.725586
	Iteration 19Q: 3 clusters Score -1285448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1285556.500000 Penalty: 4527.725586
	Iteration 20F: 3 clusters Score -1285556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1285644.500000 Penalty: 4527.725586
	Iteration 21Q: 3 clusters Score -1285644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1285717.875000 Penalty: 4527.725586
	Iteration 22Q: 3 clusters Score -1285718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1285760.875000 Penalty: 4527.725586
	Iteration 23Q: 3 clusters Score -1285761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1285795.500000 Penalty: 4527.725586
	Iteration 24Q: 3 clusters Score -1285796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1285832.500000 Penalty: 4527.725586
	Iteration 25Q: 3 clusters Score -1285832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1285855.375000 Penalty: 4527.725586
	Iteration 26Q: 3 clusters Score -1285855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1285882.875000 Penalty: 4527.725586
	Iteration 27Q: 3 clusters Score -1285883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1285898.375000 Penalty: 4527.725586
	Iteration 28Q: 3 clusters Score -1285898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1285904.125000 Penalty: 4527.725586
	Iteration 29Q: 3 clusters Score -1285904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1285916.250000 Penalty: 4527.725586
	Iteration 30Q: 3 clusters Score -1285916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1285918.125000 Penalty: 4527.725586
	Iteration 31Q: 3 clusters Score -1285918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1285921.625000 Penalty: 4527.725586
	Iteration 32Q: 3 clusters Score -1285922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1285924.375000 Penalty: 4527.725586
	Iteration 33Q: 3 clusters Score -1285924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1285926.000000 Penalty: 4527.725586
	Iteration 34Q: 3 clusters Score -1285926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1285926.250000 Penalty: 4527.725586
	Iteration 35Q: 3 clusters Score -1285926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1285927.250000 Penalty: 4527.725586
	Iteration 36Q: 3 clusters Score -1285927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1285927.250000 Penalty: 4527.725586
	Iteration 37F: 3 clusters Score -1285927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -491197.093750 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -491197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -487381.937500 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -487381.9 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -488195.656250 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -488195.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -488371.437500 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -488371.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -488447.812500 Penalty: 4104.586426
	Iteration 3Q: 3 clusters Score -488447.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -488514.125000 Penalty: 4104.586426
	Iteration 4Q: 3 clusters Score -488514.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -488563.718750 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -488563.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -488599.875000 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -488599.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -488627.312500 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -488627.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -488655.875000 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -488655.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -488674.531250 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -488674.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -488686.937500 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -488686.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -488700.312500 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -488700.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -488712.312500 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -488712.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -488720.625000 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -488720.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488728.781250 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -488728.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488735.531250 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -488735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488739.500000 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -488739.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488742.218750 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -488742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -488745.687500 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -488745.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488749.187500 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -488749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488749.437500 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -488749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488749.750000 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -488749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488750.031250 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -488750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -488751.593750 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -488751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488751.312500 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -488751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488751.656250 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -488751.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488751.656250 Penalty: 4104.586426
	Iteration 26F: 3 clusters Score -488751.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340253.031250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -340253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -337280.093750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -337280.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -337891.625000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -337891.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -338054.187500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -338054.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -338164.250000 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -338164.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -338234.031250 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -338234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -338286.531250 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -338286.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -338337.000000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -338337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -338380.406250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -338380.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338413.937500 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -338413.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -338452.343750 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -338452.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -338474.812500 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -338474.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -338487.281250 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -338487.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -338493.812500 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -338493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -338497.093750 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -338497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -338501.937500 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -338501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -338505.468750 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -338505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -338511.093750 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -338511.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338519.406250 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -338519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -338524.750000 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -338524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -338532.656250 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -338532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -338537.562500 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -338537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -338544.937500 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -338544.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -338552.031250 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -338552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338559.312500 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -338559.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -338566.875000 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -338566.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -338572.718750 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -338572.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -338578.375000 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -338578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338582.312500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -338582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -338585.906250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -338585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -338589.500000 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -338589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -338592.312500 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -338592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -338593.343750 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -338593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338595.531250 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -338595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338596.968750 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -338597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -338596.562500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -338596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -338597.875000 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -338597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -338599.312500 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -338599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -338600.750000 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -338600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -338603.250000 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -338603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -338607.187500 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -338607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -338609.500000 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -338609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -338611.500000 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -338611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -338611.968750 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -338612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -338611.968750 Penalty: 3891.520508
	Iteration 43F: 3 clusters Score -338612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Entering Unmasked Estep 
Score: -19256790.000000 Penalty: 2945.333740
	Iteration 0F: 2 clusters Score -1.925679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -19161426.000000 Penalty: 5890.667480
	Iteration 0F: 3 clusters Score -1.916143e+07 nChanged 68471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -19201052.000000 Penalty: 5890.667480
	Iteration 1F: 3 clusters Score -1.920105e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -19201904.000000 Penalty: 5890.667480
	Iteration 2Q: 3 clusters Score -1.92019e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -19203010.000000 Penalty: 5890.667480
	Iteration 3Q: 3 clusters Score -1.920301e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -19204782.000000 Penalty: 5890.667480
	Iteration 4Q: 3 clusters Score -1.920478e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -19207514.000000 Penalty: 5890.667480
	Iteration 5Q: 3 clusters Score -1.920751e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -19212758.000000 Penalty: 5890.667480
	Iteration 6F: 3 clusters Score -1.921276e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -19221448.000000 Penalty: 5890.667480
	Iteration 7F: 3 clusters Score -1.922145e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119700 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -19232304.000000 Penalty: 5890.667480
	Iteration 8F: 3 clusters Score -1.92323e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -19242530.000000 Penalty: 5890.667480
	Iteration 9F: 3 clusters Score -1.924253e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -19248638.000000 Penalty: 5890.667480
	Iteration 10Q: 3 clusters Score -1.924864e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -19251620.000000 Penalty: 5890.667480
	Iteration 11Q: 3 clusters Score -1.925162e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19252834.000000 Penalty: 5890.667480
	Iteration 12Q: 3 clusters Score -1.925283e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19253438.000000 Penalty: 5890.667480
	Iteration 13Q: 3 clusters Score -1.925344e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19253802.000000 Penalty: 5890.667480
	Iteration 14Q: 3 clusters Score -1.92538e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19253940.000000 Penalty: 5890.667480
	Iteration 15Q: 3 clusters Score -1.925394e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19254056.000000 Penalty: 5890.667480
	Iteration 16Q: 3 clusters Score -1.925406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19254070.000000 Penalty: 5890.667480
	Iteration 17Q: 3 clusters Score -1.925407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19254140.000000 Penalty: 5890.667480
	Iteration 18Q: 3 clusters Score -1.925414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19254148.000000 Penalty: 5890.667480
	Iteration 19Q: 3 clusters Score -1.925415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19254158.000000 Penalty: 5890.667480
	Iteration 20F: 3 clusters Score -1.925416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143123 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19254174.000000 Penalty: 5890.667480
	Iteration 21Q: 3 clusters Score -1.925417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19254198.000000 Penalty: 5890.667480
	Iteration 22Q: 3 clusters Score -1.92542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -19254194.000000 Penalty: 5890.667480
	Iteration 23Q: 3 clusters Score -1.925419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19254192.000000 Penalty: 5890.667480
	Iteration 24Q: 3 clusters Score -1.925419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19254188.000000 Penalty: 5890.667480
	Iteration 25Q: 3 clusters Score -1.925419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19254178.000000 Penalty: 5890.667480
	Iteration 26Q: 3 clusters Score -1.925418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -19254202.000000 Penalty: 5890.667480
	Iteration 27Q: 3 clusters Score -1.92542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19254198.000000 Penalty: 5890.667480
	Iteration 28Q: 3 clusters Score -1.92542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19254206.000000 Penalty: 5890.667480
	Iteration 29Q: 3 clusters Score -1.925421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19254216.000000 Penalty: 5890.667480
	Iteration 30Q: 3 clusters Score -1.925422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19254210.000000 Penalty: 5890.667480
	Iteration 31Q: 3 clusters Score -1.925421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19254214.000000 Penalty: 5890.667480
	Iteration 32Q: 3 clusters Score -1.925421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19254210.000000 Penalty: 5890.667480
	Iteration 33Q: 3 clusters Score -1.925421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19254212.000000 Penalty: 5890.667480
	Iteration 34Q: 3 clusters Score -1.925421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19254202.000000 Penalty: 5890.667480
	Iteration 35Q: 3 clusters Score -1.92542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19254212.000000 Penalty: 5890.667480
	Iteration 36Q: 3 clusters Score -1.925421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -19254212.000000 Penalty: 5890.667480
	Iteration 37Q: 3 clusters Score -1.925421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19254208.000000 Penalty: 5890.667480
	Iteration 38Q: 3 clusters Score -1.925421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19254208.000000 Penalty: 5890.667480
	Iteration 39F: 3 clusters Score -1.925421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Entering Unmasked Estep 
Score: -8185570.500000 Penalty: 2740.065186
	Iteration 0F: 2 clusters Score -8185570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -8143273.500000 Penalty: 5480.130371
	Iteration 0F: 3 clusters Score -8143274 nChanged 29432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8159309.000000 Penalty: 5480.130371
	Iteration 1F: 3 clusters Score -8159309 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8159902.000000 Penalty: 5480.130371
	Iteration 2Q: 3 clusters Score -8159902 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -8160624.500000 Penalty: 5480.130371
	Iteration 3Q: 3 clusters Score -8160624 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8161637.000000 Penalty: 5480.130371
	Iteration 4Q: 3 clusters Score -8161637 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8163152.000000 Penalty: 5480.130371
	Iteration 5Q: 3 clusters Score -8163152 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -8165563.500000 Penalty: 5480.130371
	Iteration 6F: 3 clusters Score -8165564 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -8169405.500000 Penalty: 5480.130371
	Iteration 7F: 3 clusters Score -8169406 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -8174535.000000 Penalty: 5480.130371
	Iteration 8F: 3 clusters Score -8174535 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8179054.000000 Penalty: 5480.130371
	Iteration 9F: 3 clusters Score -8179054 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8181541.000000 Penalty: 5480.130371
	Iteration 10Q: 3 clusters Score -8181541 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8182507.500000 Penalty: 5480.130371
	Iteration 11Q: 3 clusters Score -8182508 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8182848.500000 Penalty: 5480.130371
	Iteration 12Q: 3 clusters Score -8182848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8182962.500000 Penalty: 5480.130371
	Iteration 13Q: 3 clusters Score -8182962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8183019.000000 Penalty: 5480.130371
	Iteration 14Q: 3 clusters Score -8183019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8183052.500000 Penalty: 5480.130371
	Iteration 15Q: 3 clusters Score -8183052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8183068.500000 Penalty: 5480.130371
	Iteration 16Q: 3 clusters Score -8183068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8183087.000000 Penalty: 5480.130371
	Iteration 17Q: 3 clusters Score -8183087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8183091.500000 Penalty: 5480.130371
	Iteration 18Q: 3 clusters Score -8183092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8183094.000000 Penalty: 5480.130371
	Iteration 19Q: 3 clusters Score -8183094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8183097.000000 Penalty: 5480.130371
	Iteration 20F: 3 clusters Score -8183097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8183104.000000 Penalty: 5480.130371
	Iteration 21Q: 3 clusters Score -8183104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8183104.000000 Penalty: 5480.130371
	Iteration 22F: 3 clusters Score -8183104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Entering Unmasked Estep 
Score: -18170276.000000 Penalty: 2930.630615
	Iteration 0F: 2 clusters Score -1.817028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -18079736.000000 Penalty: 5861.261230
	Iteration 0F: 3 clusters Score -1.807974e+07 nChanged 64583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -18116962.000000 Penalty: 5861.261230
	Iteration 1F: 3 clusters Score -1.811696e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -18118018.000000 Penalty: 5861.261230
	Iteration 2Q: 3 clusters Score -1.811802e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -18119530.000000 Penalty: 5861.261230
	Iteration 3Q: 3 clusters Score -1.811953e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -18122328.000000 Penalty: 5861.261230
	Iteration 4Q: 3 clusters Score -1.812233e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -18127580.000000 Penalty: 5861.261230
	Iteration 5F: 3 clusters Score -1.812758e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -18136794.000000 Penalty: 5861.261230
	Iteration 6F: 3 clusters Score -1.813679e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112747 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -18148770.000000 Penalty: 5861.261230
	Iteration 7F: 3 clusters Score -1.814877e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -18158878.000000 Penalty: 5861.261230
	Iteration 8F: 3 clusters Score -1.815888e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -18164310.000000 Penalty: 5861.261230
	Iteration 9Q: 3 clusters Score -1.816431e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129725 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -18167040.000000 Penalty: 5861.261230
	Iteration 10Q: 3 clusters Score -1.816704e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -18168252.000000 Penalty: 5861.261230
	Iteration 11Q: 3 clusters Score -1.816825e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -18168694.000000 Penalty: 5861.261230
	Iteration 12Q: 3 clusters Score -1.816869e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -18168830.000000 Penalty: 5861.261230
	Iteration 13Q: 3 clusters Score -1.816883e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131135 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -18168896.000000 Penalty: 5861.261230
	Iteration 14Q: 3 clusters Score -1.81689e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -18168954.000000 Penalty: 5861.261230
	Iteration 15Q: 3 clusters Score -1.816895e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131369 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -18169034.000000 Penalty: 5861.261230
	Iteration 16Q: 3 clusters Score -1.816903e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131453 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18169066.000000 Penalty: 5861.261230
	Iteration 17Q: 3 clusters Score -1.816907e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131518 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -18169124.000000 Penalty: 5861.261230
	Iteration 18Q: 3 clusters Score -1.816912e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -18169122.000000 Penalty: 5861.261230
	Iteration 19Q: 3 clusters Score -1.816912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18169136.000000 Penalty: 5861.261230
	Iteration 20F: 3 clusters Score -1.816914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -18169132.000000 Penalty: 5861.261230
	Iteration 21Q: 3 clusters Score -1.816913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -18169136.000000 Penalty: 5861.261230
	Iteration 22Q: 3 clusters Score -1.816914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18169118.000000 Penalty: 5861.261230
	Iteration 23Q: 3 clusters Score -1.816912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -18169134.000000 Penalty: 5861.261230
	Iteration 24Q: 3 clusters Score -1.816913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -18169134.000000 Penalty: 5861.261230
	Iteration 25Q: 3 clusters Score -1.816913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -18169152.000000 Penalty: 5861.261230
	Iteration 26Q: 3 clusters Score -1.816915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18169156.000000 Penalty: 5861.261230
	Iteration 27Q: 3 clusters Score -1.816916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131744 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -18169152.000000 Penalty: 5861.261230
	Iteration 28Q: 3 clusters Score -1.816915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -18169146.000000 Penalty: 5861.261230
	Iteration 29Q: 3 clusters Score -1.816915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -18169146.000000 Penalty: 5861.261230
	Iteration 30Q: 3 clusters Score -1.816915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131771 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -18169140.000000 Penalty: 5861.261230
	Iteration 31Q: 3 clusters Score -1.816914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -18169144.000000 Penalty: 5861.261230
	Iteration 32Q: 3 clusters Score -1.816914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -18169146.000000 Penalty: 5861.261230
	Iteration 33Q: 3 clusters Score -1.816915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -18169142.000000 Penalty: 5861.261230
	Iteration 34Q: 3 clusters Score -1.816914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -18169152.000000 Penalty: 5861.261230
	Iteration 35Q: 3 clusters Score -1.816915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -18169150.000000 Penalty: 5861.261230
	Iteration 36Q: 3 clusters Score -1.816915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -18169148.000000 Penalty: 5861.261230
	Iteration 37Q: 3 clusters Score -1.816915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -18169150.000000 Penalty: 5861.261230
	Iteration 38Q: 3 clusters Score -1.816915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -18169144.000000 Penalty: 5861.261230
	Iteration 39Q: 3 clusters Score -1.816914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131851 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -18169154.000000 Penalty: 5861.261230
	Iteration 40F: 3 clusters Score -1.816915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -18169138.000000 Penalty: 5861.261230
	Iteration 41Q: 3 clusters Score -1.816914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131851 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -18169142.000000 Penalty: 5861.261230
	Iteration 42Q: 3 clusters Score -1.816914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -18169146.000000 Penalty: 5861.261230
	Iteration 43Q: 3 clusters Score -1.816915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -18169146.000000 Penalty: 5861.261230
	Iteration 44F: 3 clusters Score -1.816915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Entering Unmasked Estep 
Score: -9164345.000000 Penalty: 2757.105469
	Iteration 0F: 2 clusters Score -9164345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9119117.000000 Penalty: 5514.210938
	Iteration 0F: 3 clusters Score -9119117 nChanged 31535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -9136807.000000 Penalty: 5514.210938
	Iteration 1F: 3 clusters Score -9136807 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -9137461.000000 Penalty: 5514.210938
	Iteration 2Q: 3 clusters Score -9137461 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -9138252.000000 Penalty: 5514.210938
	Iteration 3Q: 3 clusters Score -9138252 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -9139519.000000 Penalty: 5514.210938
	Iteration 4Q: 3 clusters Score -9139519 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -9141701.000000 Penalty: 5514.210938
	Iteration 5F: 3 clusters Score -9141701 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9145326.000000 Penalty: 5514.210938
	Iteration 6F: 3 clusters Score -9145326 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -9150663.000000 Penalty: 5514.210938
	Iteration 7F: 3 clusters Score -9150663 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -9156210.000000 Penalty: 5514.210938
	Iteration 8F: 3 clusters Score -9156210 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -9159793.000000 Penalty: 5514.210938
	Iteration 9F: 3 clusters Score -9159793 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -9161136.000000 Penalty: 5514.210938
	Iteration 10Q: 3 clusters Score -9161136 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -9161629.000000 Penalty: 5514.210938
	Iteration 11Q: 3 clusters Score -9161629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -9161853.000000 Penalty: 5514.210938
	Iteration 12Q: 3 clusters Score -9161853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -9161951.000000 Penalty: 5514.210938
	Iteration 13Q: 3 clusters Score -9161951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -9162003.000000 Penalty: 5514.210938
	Iteration 14Q: 3 clusters Score -9162003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -9162039.000000 Penalty: 5514.210938
	Iteration 15Q: 3 clusters Score -9162039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -9162054.000000 Penalty: 5514.210938
	Iteration 16Q: 3 clusters Score -9162054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -9162102.000000 Penalty: 5514.210938
	Iteration 17Q: 3 clusters Score -9162102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -9162121.000000 Penalty: 5514.210938
	Iteration 18Q: 3 clusters Score -9162121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -9162137.000000 Penalty: 5514.210938
	Iteration 19Q: 3 clusters Score -9162137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -9162146.000000 Penalty: 5514.210938
	Iteration 20F: 3 clusters Score -9162146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9162156.000000 Penalty: 5514.210938
	Iteration 21Q: 3 clusters Score -9162156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -9162179.000000 Penalty: 5514.210938
	Iteration 22Q: 3 clusters Score -9162179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9162184.000000 Penalty: 5514.210938
	Iteration 23Q: 3 clusters Score -9162184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 66949 members 
Entering Unmasked Estep 
Score: -9162188.000000 Penalty: 5514.210938
	Iteration 24Q: 3 clusters Score -9162188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9162200.000000 Penalty: 5514.210938
	Iteration 25Q: 3 clusters Score -9162200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -9162205.000000 Penalty: 5514.210938
	Iteration 26Q: 3 clusters Score -9162205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -9162218.000000 Penalty: 5514.210938
	Iteration 27Q: 3 clusters Score -9162218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -9162216.000000 Penalty: 5514.210938
	Iteration 28Q: 3 clusters Score -9162216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -9162219.000000 Penalty: 5514.210938
	Iteration 29Q: 3 clusters Score -9162219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -9162219.000000 Penalty: 5514.210938
	Iteration 30F: 3 clusters Score -9162219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177072 members 
Entering Unmasked Estep 
Score: -23910172.000000 Penalty: 2996.909180
	Iteration 0F: 2 clusters Score -2.391017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -23802600.000000 Penalty: 5993.818359
	Iteration 0F: 3 clusters Score -2.38026e+07 nChanged 84868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -23851282.000000 Penalty: 5993.818359
	Iteration 1F: 3 clusters Score -2.385128e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -23852436.000000 Penalty: 5993.818359
	Iteration 2Q: 3 clusters Score -2.385244e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -23853594.000000 Penalty: 5993.818359
	Iteration 3Q: 3 clusters Score -2.385359e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -23855396.000000 Penalty: 5993.818359
	Iteration 4Q: 3 clusters Score -2.38554e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -23858012.000000 Penalty: 5993.818359
	Iteration 5Q: 3 clusters Score -2.385801e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -23861712.000000 Penalty: 5993.818359
	Iteration 6Q: 3 clusters Score -2.386171e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -23867102.000000 Penalty: 5993.818359
	Iteration 7F: 3 clusters Score -2.38671e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115040 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -23874764.000000 Penalty: 5993.818359
	Iteration 8F: 3 clusters Score -2.387476e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -23882986.000000 Penalty: 5993.818359
	Iteration 9F: 3 clusters Score -2.388299e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -23889004.000000 Penalty: 5993.818359
	Iteration 10F: 3 clusters Score -2.3889e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -23892170.000000 Penalty: 5993.818359
	Iteration 11Q: 3 clusters Score -2.389217e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -23893658.000000 Penalty: 5993.818359
	Iteration 12Q: 3 clusters Score -2.389366e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133908 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -23894758.000000 Penalty: 5993.818359
	Iteration 13Q: 3 clusters Score -2.389476e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136649 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -23895856.000000 Penalty: 5993.818359
	Iteration 14Q: 3 clusters Score -2.389586e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139653 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -23896810.000000 Penalty: 5993.818359
	Iteration 15Q: 3 clusters Score -2.389681e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -23897896.000000 Penalty: 5993.818359
	Iteration 16Q: 3 clusters Score -2.38979e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -23899040.000000 Penalty: 5993.818359
	Iteration 17Q: 3 clusters Score -2.389904e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149665 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -23900172.000000 Penalty: 5993.818359
	Iteration 18Q: 3 clusters Score -2.390017e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -23901282.000000 Penalty: 5993.818359
	Iteration 19Q: 3 clusters Score -2.390128e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -23902192.000000 Penalty: 5993.818359
	Iteration 20F: 3 clusters Score -2.390219e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -23903012.000000 Penalty: 5993.818359
	Iteration 21Q: 3 clusters Score -2.390301e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162775 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -23903662.000000 Penalty: 5993.818359
	Iteration 22Q: 3 clusters Score -2.390366e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -23904226.000000 Penalty: 5993.818359
	Iteration 23Q: 3 clusters Score -2.390423e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -23904906.000000 Penalty: 5993.818359
	Iteration 24Q: 3 clusters Score -2.390491e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170042 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -23905696.000000 Penalty: 5993.818359
	Iteration 25Q: 3 clusters Score -2.39057e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -23906390.000000 Penalty: 5993.818359
	Iteration 26Q: 3 clusters Score -2.390639e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173288 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -23906750.000000 Penalty: 5993.818359
	Iteration 27Q: 3 clusters Score -2.390675e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23907012.000000 Penalty: 5993.818359
	Iteration 28Q: 3 clusters Score -2.390701e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -23907322.000000 Penalty: 5993.818359
	Iteration 29Q: 3 clusters Score -2.390732e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -23907476.000000 Penalty: 5993.818359
	Iteration 30Q: 3 clusters Score -2.390748e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23907568.000000 Penalty: 5993.818359
	Iteration 31Q: 3 clusters Score -2.390757e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176120 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23907626.000000 Penalty: 5993.818359
	Iteration 32Q: 3 clusters Score -2.390763e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176240 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23907654.000000 Penalty: 5993.818359
	Iteration 33Q: 3 clusters Score -2.390765e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23907678.000000 Penalty: 5993.818359
	Iteration 34Q: 3 clusters Score -2.390768e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176382 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23907708.000000 Penalty: 5993.818359
	Iteration 35Q: 3 clusters Score -2.390771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23907716.000000 Penalty: 5993.818359
	Iteration 36Q: 3 clusters Score -2.390772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176429 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -23907738.000000 Penalty: 5993.818359
	Iteration 37Q: 3 clusters Score -2.390774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -23907756.000000 Penalty: 5993.818359
	Iteration 38Q: 3 clusters Score -2.390776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176467 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -23907726.000000 Penalty: 5993.818359
	Iteration 39Q: 3 clusters Score -2.390773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -23907734.000000 Penalty: 5993.818359
	Iteration 40F: 3 clusters Score -2.390773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23907746.000000 Penalty: 5993.818359
	Iteration 41Q: 3 clusters Score -2.390775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23907754.000000 Penalty: 5993.818359
	Iteration 42Q: 3 clusters Score -2.390775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176504 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -23907764.000000 Penalty: 5993.818359
	Iteration 43Q: 3 clusters Score -2.390776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176507 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -23907756.000000 Penalty: 5993.818359
	Iteration 44Q: 3 clusters Score -2.390776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23907756.000000 Penalty: 5993.818359
	Iteration 45Q: 3 clusters Score -2.390776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176515 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -23907766.000000 Penalty: 5993.818359
	Iteration 46Q: 3 clusters Score -2.390777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23907766.000000 Penalty: 5993.818359
	Iteration 47Q: 3 clusters Score -2.390777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -23907776.000000 Penalty: 5993.818359
	Iteration 48Q: 3 clusters Score -2.390778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -23907776.000000 Penalty: 5993.818359
	Iteration 49Q: 3 clusters Score -2.390778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -23907782.000000 Penalty: 5993.818359
	Iteration 50Q: 3 clusters Score -2.390778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23907794.000000 Penalty: 5993.818359
	Iteration 51Q: 3 clusters Score -2.390779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23907784.000000 Penalty: 5993.818359
	Iteration 52Q: 3 clusters Score -2.390778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -23907792.000000 Penalty: 5993.818359
	Iteration 53Q: 3 clusters Score -2.390779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23907786.000000 Penalty: 5993.818359
	Iteration 54Q: 3 clusters Score -2.390779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23907786.000000 Penalty: 5993.818359
	Iteration 55Q: 3 clusters Score -2.390779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23907786.000000 Penalty: 5993.818359
	Iteration 56Q: 3 clusters Score -2.390779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23907776.000000 Penalty: 5993.818359
	Iteration 57Q: 3 clusters Score -2.390778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -23907774.000000 Penalty: 5993.818359
	Iteration 58Q: 3 clusters Score -2.390777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176564 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -23907792.000000 Penalty: 5993.818359
	Iteration 59Q: 3 clusters Score -2.390779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -23907780.000000 Penalty: 5993.818359
	Iteration 60F: 3 clusters Score -2.390778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -23907780.000000 Penalty: 5993.818359
	Iteration 61Q: 3 clusters Score -2.390778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -23907774.000000 Penalty: 5993.818359
	Iteration 62Q: 3 clusters Score -2.390777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176570 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -23907772.000000 Penalty: 5993.818359
	Iteration 63Q: 3 clusters Score -2.390777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -23907764.000000 Penalty: 5993.818359
	Iteration 64Q: 3 clusters Score -2.390776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -23907760.000000 Penalty: 5993.818359
	Iteration 65Q: 3 clusters Score -2.390776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -23907784.000000 Penalty: 5993.818359
	Iteration 66Q: 3 clusters Score -2.390778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -23907780.000000 Penalty: 5993.818359
	Iteration 67Q: 3 clusters Score -2.390778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -23907776.000000 Penalty: 5993.818359
	Iteration 68Q: 3 clusters Score -2.390778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23907788.000000 Penalty: 5993.818359
	Iteration 69Q: 3 clusters Score -2.390779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23907788.000000 Penalty: 5993.818359
	Iteration 70F: 3 clusters Score -2.390779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -42663.218750 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -42663.22 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 176 members 
Entering Unmasked Estep 
Score: -41378.121094 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -41378.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41670.144531 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -41670.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41837.855469 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -41837.86 nChanged 23
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: -42003.484375 Penalty: 2964.270020
	Iteration 3F: 3 clusters Score -42003.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42192.093750 Penalty: 2964.270020
	Iteration 4F: 3 clusters Score -42192.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -42279.019531 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -42279.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -42363.941406 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -42363.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42418.667969 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -42418.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -42472.523438 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -42472.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42494.929688 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -42494.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42494.929688 Penalty: 2964.270020
	Iteration 10F: 3 clusters Score -42494.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47057.316406 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47057.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47183.867188 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47183.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47234.125000 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47234.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47264.835938 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47264.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47275.371094 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47275.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47279.421875 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -47279.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47281.960938 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -47281.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47281.960938 Penalty: 2943.707520
	Iteration 7F: 3 clusters Score -47281.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Entering Unmasked Estep 
Score: -2387541.250000 Penalty: 2441.194092
	Iteration 0F: 2 clusters Score -2387541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2374269.500000 Penalty: 4882.388184
	Iteration 0F: 3 clusters Score -2374270 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2378998.750000 Penalty: 4882.388184
	Iteration 1F: 3 clusters Score -2378999 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2379831.000000 Penalty: 4882.388184
	Iteration 2F: 3 clusters Score -2379831 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2380510.250000 Penalty: 4882.388184
	Iteration 3F: 3 clusters Score -2380510 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2381182.500000 Penalty: 4882.388184
	Iteration 4F: 3 clusters Score -2381182 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2382014.250000 Penalty: 4882.388184
	Iteration 5F: 3 clusters Score -2382014 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2383105.500000 Penalty: 4882.388184
	Iteration 6F: 3 clusters Score -2383106 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2384291.750000 Penalty: 4882.388184
	Iteration 7F: 3 clusters Score -2384292 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2385295.250000 Penalty: 4882.388184
	Iteration 8F: 3 clusters Score -2385295 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2386125.250000 Penalty: 4882.388184
	Iteration 9Q: 3 clusters Score -2386125 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2386701.750000 Penalty: 4882.388184
	Iteration 10Q: 3 clusters Score -2386702 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2387062.000000 Penalty: 4882.388184
	Iteration 11Q: 3 clusters Score -2387062 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2387307.000000 Penalty: 4882.388184
	Iteration 12Q: 3 clusters Score -2387307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2387478.750000 Penalty: 4882.388184
	Iteration 13Q: 3 clusters Score -2387479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2387621.500000 Penalty: 4882.388184
	Iteration 14Q: 3 clusters Score -2387622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2387716.750000 Penalty: 4882.388184
	Iteration 15Q: 3 clusters Score -2387717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2387743.750000 Penalty: 4882.388184
	Iteration 16Q: 3 clusters Score -2387744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2387748.250000 Penalty: 4882.388184
	Iteration 17Q: 3 clusters Score -2387748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2387750.750000 Penalty: 4882.388184
	Iteration 18Q: 3 clusters Score -2387751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2387751.500000 Penalty: 4882.388184
	Iteration 19F: 3 clusters Score -2387752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2387760.750000 Penalty: 4882.388184
	Iteration 20F: 3 clusters Score -2387761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2387762.500000 Penalty: 4882.388184
	Iteration 21Q: 3 clusters Score -2387762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2387762.500000 Penalty: 4882.388184
	Iteration 22F: 3 clusters Score -2387762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 723 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62859 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 18025 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159319 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155871 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
Score: -180366080.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180366688.000000 to -180366080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -99256.898438 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -99256.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97467.187500 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -97467.19 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97692.085938 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -97692.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97751.320312 Penalty: 3308.071045
	Iteration 2Q: 3 clusters Score -97751.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97787.406250 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -97787.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97805.234375 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -97805.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97812.320312 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -97812.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97824.000000 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -97824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97826.859375 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -97826.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97830.507812 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -97830.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97833.742188 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -97833.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97837.125000 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -97837.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97839.703125 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -97839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97843.039062 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -97843.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97851.187500 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -97851.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97859.421875 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -97859.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97862.320312 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -97862.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97864.718750 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -97864.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97868.062500 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -97868.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97868.062500 Penalty: 3308.071045
	Iteration 18F: 3 clusters Score -97868.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Entering Unmasked Estep 
Score: -21329246.000000 Penalty: 2970.708496
	Iteration 0F: 2 clusters Score -2.132925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -21223988.000000 Penalty: 5941.416992
	Iteration 0F: 3 clusters Score -2.122399e+07 nChanged 76246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -21267628.000000 Penalty: 5941.416992
	Iteration 1F: 3 clusters Score -2.126763e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -21268176.000000 Penalty: 5941.416992
	Iteration 2Q: 3 clusters Score -2.126818e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -21268692.000000 Penalty: 5941.416992
	Iteration 3Q: 3 clusters Score -2.126869e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -21269314.000000 Penalty: 5941.416992
	Iteration 4Q: 3 clusters Score -2.126931e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -21270298.000000 Penalty: 5941.416992
	Iteration 5Q: 3 clusters Score -2.12703e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -21271482.000000 Penalty: 5941.416992
	Iteration 6Q: 3 clusters Score -2.127148e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -21273632.000000 Penalty: 5941.416992
	Iteration 7Q: 3 clusters Score -2.127363e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -21277674.000000 Penalty: 5941.416992
	Iteration 8Q: 3 clusters Score -2.127767e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -21283938.000000 Penalty: 5941.416992
	Iteration 9F: 3 clusters Score -2.128394e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -21293784.000000 Penalty: 5941.416992
	Iteration 10F: 3 clusters Score -2.129378e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -21306036.000000 Penalty: 5941.416992
	Iteration 11F: 3 clusters Score -2.130604e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -21316790.000000 Penalty: 5941.416992
	Iteration 12F: 3 clusters Score -2.131679e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -21321874.000000 Penalty: 5941.416992
	Iteration 13Q: 3 clusters Score -2.132187e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -21323892.000000 Penalty: 5941.416992
	Iteration 14Q: 3 clusters Score -2.132389e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -21325288.000000 Penalty: 5941.416992
	Iteration 15Q: 3 clusters Score -2.132529e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -21326244.000000 Penalty: 5941.416992
	Iteration 16Q: 3 clusters Score -2.132624e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124471 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -21326782.000000 Penalty: 5941.416992
	Iteration 17Q: 3 clusters Score -2.132678e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -21327220.000000 Penalty: 5941.416992
	Iteration 18Q: 3 clusters Score -2.132722e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -21327416.000000 Penalty: 5941.416992
	Iteration 19Q: 3 clusters Score -2.132742e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -21327566.000000 Penalty: 5941.416992
	Iteration 20F: 3 clusters Score -2.132757e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -21327818.000000 Penalty: 5941.416992
	Iteration 21Q: 3 clusters Score -2.132782e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -21327902.000000 Penalty: 5941.416992
	Iteration 22Q: 3 clusters Score -2.13279e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -21328024.000000 Penalty: 5941.416992
	Iteration 23Q: 3 clusters Score -2.132802e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128796 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -21328174.000000 Penalty: 5941.416992
	Iteration 24Q: 3 clusters Score -2.132817e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -21328190.000000 Penalty: 5941.416992
	Iteration 25Q: 3 clusters Score -2.132819e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129724 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -21328330.000000 Penalty: 5941.416992
	Iteration 26Q: 3 clusters Score -2.132833e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130194 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -21328346.000000 Penalty: 5941.416992
	Iteration 27Q: 3 clusters Score -2.132835e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130638 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -21328372.000000 Penalty: 5941.416992
	Iteration 28Q: 3 clusters Score -2.132837e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131062 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -21328432.000000 Penalty: 5941.416992
	Iteration 29Q: 3 clusters Score -2.132843e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131494 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -21328532.000000 Penalty: 5941.416992
	Iteration 30Q: 3 clusters Score -2.132853e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131945 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -21328568.000000 Penalty: 5941.416992
	Iteration 31Q: 3 clusters Score -2.132857e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -21328638.000000 Penalty: 5941.416992
	Iteration 32Q: 3 clusters Score -2.132864e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -21328650.000000 Penalty: 5941.416992
	Iteration 33Q: 3 clusters Score -2.132865e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -21328678.000000 Penalty: 5941.416992
	Iteration 34Q: 3 clusters Score -2.132868e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -21328758.000000 Penalty: 5941.416992
	Iteration 35Q: 3 clusters Score -2.132876e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133918 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -21328842.000000 Penalty: 5941.416992
	Iteration 36Q: 3 clusters Score -2.132884e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -21328918.000000 Penalty: 5941.416992
	Iteration 37Q: 3 clusters Score -2.132892e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -21328882.000000 Penalty: 5941.416992
	Iteration 38Q: 3 clusters Score -2.132888e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -21328952.000000 Penalty: 5941.416992
	Iteration 39Q: 3 clusters Score -2.132895e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -21328930.000000 Penalty: 5941.416992
	Iteration 40F: 3 clusters Score -2.132893e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -21329042.000000 Penalty: 5941.416992
	Iteration 41Q: 3 clusters Score -2.132904e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135858 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -21329096.000000 Penalty: 5941.416992
	Iteration 42Q: 3 clusters Score -2.13291e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136198 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -21329168.000000 Penalty: 5941.416992
	Iteration 43Q: 3 clusters Score -2.132917e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -21329188.000000 Penalty: 5941.416992
	Iteration 44Q: 3 clusters Score -2.132919e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -21329266.000000 Penalty: 5941.416992
	Iteration 45Q: 3 clusters Score -2.132927e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -21329302.000000 Penalty: 5941.416992
	Iteration 46Q: 3 clusters Score -2.13293e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -21329348.000000 Penalty: 5941.416992
	Iteration 47Q: 3 clusters Score -2.132935e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -21329426.000000 Penalty: 5941.416992
	Iteration 48Q: 3 clusters Score -2.132943e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138421 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -21329470.000000 Penalty: 5941.416992
	Iteration 49Q: 3 clusters Score -2.132947e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -21329498.000000 Penalty: 5941.416992
	Iteration 50Q: 3 clusters Score -2.13295e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -21329520.000000 Penalty: 5941.416992
	Iteration 51Q: 3 clusters Score -2.132952e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -21329582.000000 Penalty: 5941.416992
	Iteration 52Q: 3 clusters Score -2.132958e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140090 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -21329572.000000 Penalty: 5941.416992
	Iteration 53Q: 3 clusters Score -2.132957e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -21329596.000000 Penalty: 5941.416992
	Iteration 54Q: 3 clusters Score -2.13296e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -21329664.000000 Penalty: 5941.416992
	Iteration 55Q: 3 clusters Score -2.132966e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141256 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -21329668.000000 Penalty: 5941.416992
	Iteration 56Q: 3 clusters Score -2.132967e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -21329684.000000 Penalty: 5941.416992
	Iteration 57Q: 3 clusters Score -2.132968e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -21329742.000000 Penalty: 5941.416992
	Iteration 58Q: 3 clusters Score -2.132974e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -21329742.000000 Penalty: 5941.416992
	Iteration 59Q: 3 clusters Score -2.132974e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -21329702.000000 Penalty: 5941.416992
	Iteration 60F: 3 clusters Score -2.13297e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -21329706.000000 Penalty: 5941.416992
	Iteration 61Q: 3 clusters Score -2.132971e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143630 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -21329736.000000 Penalty: 5941.416992
	Iteration 62Q: 3 clusters Score -2.132974e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143997 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -21329734.000000 Penalty: 5941.416992
	Iteration 63Q: 3 clusters Score -2.132973e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -21329740.000000 Penalty: 5941.416992
	Iteration 64Q: 3 clusters Score -2.132974e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -21329646.000000 Penalty: 5941.416992
	Iteration 65Q: 3 clusters Score -2.132965e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -21329670.000000 Penalty: 5941.416992
	Iteration 66Q: 3 clusters Score -2.132967e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -21329700.000000 Penalty: 5941.416992
	Iteration 67Q: 3 clusters Score -2.13297e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -21329720.000000 Penalty: 5941.416992
	Iteration 68Q: 3 clusters Score -2.132972e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -21329666.000000 Penalty: 5941.416992
	Iteration 69Q: 3 clusters Score -2.132967e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -21329680.000000 Penalty: 5941.416992
	Iteration 70Q: 3 clusters Score -2.132968e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -21329710.000000 Penalty: 5941.416992
	Iteration 71Q: 3 clusters Score -2.132971e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -21329654.000000 Penalty: 5941.416992
	Iteration 72Q: 3 clusters Score -2.132965e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -21329590.000000 Penalty: 5941.416992
	Iteration 73Q: 3 clusters Score -2.132959e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147306 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -21329584.000000 Penalty: 5941.416992
	Iteration 74Q: 3 clusters Score -2.132958e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -21329568.000000 Penalty: 5941.416992
	Iteration 75Q: 3 clusters Score -2.132957e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -21329564.000000 Penalty: 5941.416992
	Iteration 76Q: 3 clusters Score -2.132956e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147915 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -21329636.000000 Penalty: 5941.416992
	Iteration 77Q: 3 clusters Score -2.132964e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -21329656.000000 Penalty: 5941.416992
	Iteration 78Q: 3 clusters Score -2.132966e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -21329610.000000 Penalty: 5941.416992
	Iteration 79Q: 3 clusters Score -2.132961e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -21329558.000000 Penalty: 5941.416992
	Iteration 80F: 3 clusters Score -2.132956e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -21329540.000000 Penalty: 5941.416992
	Iteration 81Q: 3 clusters Score -2.132954e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -21329622.000000 Penalty: 5941.416992
	Iteration 82Q: 3 clusters Score -2.132962e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -21329576.000000 Penalty: 5941.416992
	Iteration 83Q: 3 clusters Score -2.132958e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -21329520.000000 Penalty: 5941.416992
	Iteration 84Q: 3 clusters Score -2.132952e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -21329518.000000 Penalty: 5941.416992
	Iteration 85Q: 3 clusters Score -2.132952e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -21329498.000000 Penalty: 5941.416992
	Iteration 86Q: 3 clusters Score -2.13295e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -21329480.000000 Penalty: 5941.416992
	Iteration 87Q: 3 clusters Score -2.132948e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -21329456.000000 Penalty: 5941.416992
	Iteration 88Q: 3 clusters Score -2.132946e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -21329444.000000 Penalty: 5941.416992
	Iteration 89Q: 3 clusters Score -2.132944e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -21329440.000000 Penalty: 5941.416992
	Iteration 90Q: 3 clusters Score -2.132944e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149870 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -21329404.000000 Penalty: 5941.416992
	Iteration 91Q: 3 clusters Score -2.13294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -21329386.000000 Penalty: 5941.416992
	Iteration 92Q: 3 clusters Score -2.132939e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -21329392.000000 Penalty: 5941.416992
	Iteration 93Q: 3 clusters Score -2.132939e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -21329396.000000 Penalty: 5941.416992
	Iteration 94Q: 3 clusters Score -2.13294e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -21329350.000000 Penalty: 5941.416992
	Iteration 95Q: 3 clusters Score -2.132935e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -21329332.000000 Penalty: 5941.416992
	Iteration 96Q: 3 clusters Score -2.132933e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -21329312.000000 Penalty: 5941.416992
	Iteration 97Q: 3 clusters Score -2.132931e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -21329342.000000 Penalty: 5941.416992
	Iteration 98Q: 3 clusters Score -2.132934e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -21329292.000000 Penalty: 5941.416992
	Iteration 99Q: 3 clusters Score -2.132929e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -21329332.000000 Penalty: 5941.416992
	Iteration 100F: 3 clusters Score -2.132933e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150785 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -21329318.000000 Penalty: 5941.416992
	Iteration 101Q: 3 clusters Score -2.132932e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -21329304.000000 Penalty: 5941.416992
	Iteration 102Q: 3 clusters Score -2.13293e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150930 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -21329294.000000 Penalty: 5941.416992
	Iteration 103Q: 3 clusters Score -2.132929e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -21329288.000000 Penalty: 5941.416992
	Iteration 104Q: 3 clusters Score -2.132929e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -21329288.000000 Penalty: 5941.416992
	Iteration 105Q: 3 clusters Score -2.132929e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -21329274.000000 Penalty: 5941.416992
	Iteration 106Q: 3 clusters Score -2.132927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151229 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -21329250.000000 Penalty: 5941.416992
	Iteration 107Q: 3 clusters Score -2.132925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -21329224.000000 Penalty: 5941.416992
	Iteration 108Q: 3 clusters Score -2.132922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -21329214.000000 Penalty: 5941.416992
	Iteration 109Q: 3 clusters Score -2.132921e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -21329206.000000 Penalty: 5941.416992
	Iteration 110Q: 3 clusters Score -2.132921e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -21329160.000000 Penalty: 5941.416992
	Iteration 111Q: 3 clusters Score -2.132916e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151555 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -21329190.000000 Penalty: 5941.416992
	Iteration 112Q: 3 clusters Score -2.132919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -21329212.000000 Penalty: 5941.416992
	Iteration 113Q: 3 clusters Score -2.132921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -21329208.000000 Penalty: 5941.416992
	Iteration 114Q: 3 clusters Score -2.132921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -21329182.000000 Penalty: 5941.416992
	Iteration 115Q: 3 clusters Score -2.132918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -21329162.000000 Penalty: 5941.416992
	Iteration 116Q: 3 clusters Score -2.132916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151848 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -21329152.000000 Penalty: 5941.416992
	Iteration 117Q: 3 clusters Score -2.132915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151899 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -21329160.000000 Penalty: 5941.416992
	Iteration 118Q: 3 clusters Score -2.132916e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -21329142.000000 Penalty: 5941.416992
	Iteration 119Q: 3 clusters Score -2.132914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -21329154.000000 Penalty: 5941.416992
	Iteration 120F: 3 clusters Score -2.132915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -21329162.000000 Penalty: 5941.416992
	Iteration 121Q: 3 clusters Score -2.132916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -21329160.000000 Penalty: 5941.416992
	Iteration 122Q: 3 clusters Score -2.132916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -21329140.000000 Penalty: 5941.416992
	Iteration 123Q: 3 clusters Score -2.132914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -21329092.000000 Penalty: 5941.416992
	Iteration 124Q: 3 clusters Score -2.132909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -21329140.000000 Penalty: 5941.416992
	Iteration 125Q: 3 clusters Score -2.132914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152270 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -21329126.000000 Penalty: 5941.416992
	Iteration 126Q: 3 clusters Score -2.132913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -21329132.000000 Penalty: 5941.416992
	Iteration 127Q: 3 clusters Score -2.132913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -21329140.000000 Penalty: 5941.416992
	Iteration 128Q: 3 clusters Score -2.132914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -21329116.000000 Penalty: 5941.416992
	Iteration 129Q: 3 clusters Score -2.132912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -21329108.000000 Penalty: 5941.416992
	Iteration 130Q: 3 clusters Score -2.132911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -21329094.000000 Penalty: 5941.416992
	Iteration 131Q: 3 clusters Score -2.132909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152424 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -21329088.000000 Penalty: 5941.416992
	Iteration 132Q: 3 clusters Score -2.132909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -21329094.000000 Penalty: 5941.416992
	Iteration 133Q: 3 clusters Score -2.132909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -21329084.000000 Penalty: 5941.416992
	Iteration 134Q: 3 clusters Score -2.132908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -21329072.000000 Penalty: 5941.416992
	Iteration 135Q: 3 clusters Score -2.132907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -21329094.000000 Penalty: 5941.416992
	Iteration 136Q: 3 clusters Score -2.132909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -21329100.000000 Penalty: 5941.416992
	Iteration 137Q: 3 clusters Score -2.13291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -21329094.000000 Penalty: 5941.416992
	Iteration 138Q: 3 clusters Score -2.132909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -21329092.000000 Penalty: 5941.416992
	Iteration 139Q: 3 clusters Score -2.132909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -21329106.000000 Penalty: 5941.416992
	Iteration 140F: 3 clusters Score -2.132911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -21329112.000000 Penalty: 5941.416992
	Iteration 141Q: 3 clusters Score -2.132911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -21329114.000000 Penalty: 5941.416992
	Iteration 142Q: 3 clusters Score -2.132911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152769 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -21329100.000000 Penalty: 5941.416992
	Iteration 143Q: 3 clusters Score -2.13291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -21329102.000000 Penalty: 5941.416992
	Iteration 144Q: 3 clusters Score -2.13291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152821 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -21329084.000000 Penalty: 5941.416992
	Iteration 145Q: 3 clusters Score -2.132908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -21329100.000000 Penalty: 5941.416992
	Iteration 146Q: 3 clusters Score -2.13291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -21329062.000000 Penalty: 5941.416992
	Iteration 147Q: 3 clusters Score -2.132906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -21329044.000000 Penalty: 5941.416992
	Iteration 148Q: 3 clusters Score -2.132904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -21329038.000000 Penalty: 5941.416992
	Iteration 149Q: 3 clusters Score -2.132904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -21329034.000000 Penalty: 5941.416992
	Iteration 150Q: 3 clusters Score -2.132903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -21329020.000000 Penalty: 5941.416992
	Iteration 151Q: 3 clusters Score -2.132902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -21329032.000000 Penalty: 5941.416992
	Iteration 152Q: 3 clusters Score -2.132903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21329018.000000 Penalty: 5941.416992
	Iteration 153Q: 3 clusters Score -2.132902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -21329022.000000 Penalty: 5941.416992
	Iteration 154Q: 3 clusters Score -2.132902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -21329008.000000 Penalty: 5941.416992
	Iteration 155Q: 3 clusters Score -2.132901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -21329020.000000 Penalty: 5941.416992
	Iteration 156Q: 3 clusters Score -2.132902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -21329020.000000 Penalty: 5941.416992
	Iteration 157Q: 3 clusters Score -2.132902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -21329010.000000 Penalty: 5941.416992
	Iteration 158Q: 3 clusters Score -2.132901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -21328994.000000 Penalty: 5941.416992
	Iteration 159Q: 3 clusters Score -2.132899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -21328996.000000 Penalty: 5941.416992
	Iteration 160F: 3 clusters Score -2.1329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -21329000.000000 Penalty: 5941.416992
	Iteration 161Q: 3 clusters Score -2.1329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -21329012.000000 Penalty: 5941.416992
	Iteration 162Q: 3 clusters Score -2.132901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153086 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21329004.000000 Penalty: 5941.416992
	Iteration 163Q: 3 clusters Score -2.1329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153088 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -21329002.000000 Penalty: 5941.416992
	Iteration 164Q: 3 clusters Score -2.1329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -21329014.000000 Penalty: 5941.416992
	Iteration 165Q: 3 clusters Score -2.132901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -21329010.000000 Penalty: 5941.416992
	Iteration 166Q: 3 clusters Score -2.132901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -21329020.000000 Penalty: 5941.416992
	Iteration 167Q: 3 clusters Score -2.132902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -21329016.000000 Penalty: 5941.416992
	Iteration 168Q: 3 clusters Score -2.132902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -21329012.000000 Penalty: 5941.416992
	Iteration 169Q: 3 clusters Score -2.132901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -21329016.000000 Penalty: 5941.416992
	Iteration 170Q: 3 clusters Score -2.132902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -21329014.000000 Penalty: 5941.416992
	Iteration 171Q: 3 clusters Score -2.132901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21329010.000000 Penalty: 5941.416992
	Iteration 172Q: 3 clusters Score -2.132901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -21329024.000000 Penalty: 5941.416992
	Iteration 173Q: 3 clusters Score -2.132902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -21329024.000000 Penalty: 5941.416992
	Iteration 174Q: 3 clusters Score -2.132902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -21329020.000000 Penalty: 5941.416992
	Iteration 175Q: 3 clusters Score -2.132902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -21329004.000000 Penalty: 5941.416992
	Iteration 176Q: 3 clusters Score -2.1329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -21328998.000000 Penalty: 5941.416992
	Iteration 177Q: 3 clusters Score -2.1329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153155 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -21329010.000000 Penalty: 5941.416992
	Iteration 178Q: 3 clusters Score -2.132901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -21329006.000000 Penalty: 5941.416992
	Iteration 179Q: 3 clusters Score -2.132901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -21329036.000000 Penalty: 5941.416992
	Iteration 180F: 3 clusters Score -2.132904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -21329034.000000 Penalty: 5941.416992
	Iteration 181Q: 3 clusters Score -2.132903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -21329010.000000 Penalty: 5941.416992
	Iteration 182Q: 3 clusters Score -2.132901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -21329022.000000 Penalty: 5941.416992
	Iteration 183Q: 3 clusters Score -2.132902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -21329004.000000 Penalty: 5941.416992
	Iteration 184Q: 3 clusters Score -2.1329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -21328984.000000 Penalty: 5941.416992
	Iteration 185Q: 3 clusters Score -2.132898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -21328996.000000 Penalty: 5941.416992
	Iteration 186Q: 3 clusters Score -2.1329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -21328982.000000 Penalty: 5941.416992
	Iteration 187Q: 3 clusters Score -2.132898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -21328984.000000 Penalty: 5941.416992
	Iteration 188Q: 3 clusters Score -2.132898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -21328972.000000 Penalty: 5941.416992
	Iteration 189Q: 3 clusters Score -2.132897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -21328974.000000 Penalty: 5941.416992
	Iteration 190Q: 3 clusters Score -2.132897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -21328966.000000 Penalty: 5941.416992
	Iteration 191Q: 3 clusters Score -2.132897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -21328972.000000 Penalty: 5941.416992
	Iteration 192Q: 3 clusters Score -2.132897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -21328966.000000 Penalty: 5941.416992
	Iteration 193Q: 3 clusters Score -2.132897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -21328972.000000 Penalty: 5941.416992
	Iteration 194Q: 3 clusters Score -2.132897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -21328972.000000 Penalty: 5941.416992
	Iteration 195Q: 3 clusters Score -2.132897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -21328980.000000 Penalty: 5941.416992
	Iteration 196Q: 3 clusters Score -2.132898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -21328990.000000 Penalty: 5941.416992
	Iteration 197Q: 3 clusters Score -2.132899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -21328990.000000 Penalty: 5941.416992
	Iteration 198Q: 3 clusters Score -2.132899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -21328998.000000 Penalty: 5941.416992
	Iteration 199Q: 3 clusters Score -2.1329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -21329000.000000 Penalty: 5941.416992
	Iteration 200F: 3 clusters Score -2.1329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -21329014.000000 Penalty: 5941.416992
	Iteration 201Q: 3 clusters Score -2.132901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -21328998.000000 Penalty: 5941.416992
	Iteration 202Q: 3 clusters Score -2.1329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -21328994.000000 Penalty: 5941.416992
	Iteration 203Q: 3 clusters Score -2.132899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -21328996.000000 Penalty: 5941.416992
	Iteration 204Q: 3 clusters Score -2.1329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -21328986.000000 Penalty: 5941.416992
	Iteration 205Q: 3 clusters Score -2.132899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153325 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -21328980.000000 Penalty: 5941.416992
	Iteration 206Q: 3 clusters Score -2.132898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -21328980.000000 Penalty: 5941.416992
	Iteration 207Q: 3 clusters Score -2.132898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -21328988.000000 Penalty: 5941.416992
	Iteration 208Q: 3 clusters Score -2.132899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -21328980.000000 Penalty: 5941.416992
	Iteration 209Q: 3 clusters Score -2.132898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -21328982.000000 Penalty: 5941.416992
	Iteration 210Q: 3 clusters Score -2.132898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -21328982.000000 Penalty: 5941.416992
	Iteration 211Q: 3 clusters Score -2.132898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153340 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -21328984.000000 Penalty: 5941.416992
	Iteration 212Q: 3 clusters Score -2.132898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -21328984.000000 Penalty: 5941.416992
	Iteration 213Q: 3 clusters Score -2.132898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -21328984.000000 Penalty: 5941.416992
	Iteration 214Q: 3 clusters Score -2.132898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -21328990.000000 Penalty: 5941.416992
	Iteration 215Q: 3 clusters Score -2.132899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -21328990.000000 Penalty: 5941.416992
	Iteration 216F: 3 clusters Score -2.132899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -589495.562500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -589495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -585194.687500 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -585194.7 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -586206.187500 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -586206.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -586449.562500 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -586449.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -586647.625000 Penalty: 4185.429688
	Iteration 3Q: 3 clusters Score -586647.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -586793.750000 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -586793.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -586912.000000 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -586912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -586998.437500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -586998.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -587068.937500 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -587068.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -587126.062500 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -587126.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -587182.687500 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -587182.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587221.812500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -587221.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -587249.812500 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -587249.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -587279.312500 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -587279.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -587304.062500 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -587304.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -587324.937500 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -587324.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -587341.625000 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -587341.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -587352.500000 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -587352.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -587367.062500 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -587367.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -587379.375000 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -587379.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587394.437500 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -587394.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -587410.187500 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -587410.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -587427.375000 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -587427.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587445.125000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -587445.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -587461.812500 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -587461.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -587474.500000 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -587474.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -587487.500000 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -587487.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -587499.687500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -587499.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -587510.750000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -587510.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -587520.000000 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -587520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -587528.375000 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -587528.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -587534.812500 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -587534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587539.000000 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -587539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -587543.125000 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -587543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -587544.437500 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -587544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -587548.250000 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -587548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -587550.750000 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -587550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -587553.125000 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -587553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -587554.875000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -587554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -587556.750000 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -587556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -587559.625000 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -587559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -587561.062500 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -587561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -587565.312500 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -587565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -587567.875000 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -587567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -587570.187500 Penalty: 4185.429688
	Iteration 43Q: 3 clusters Score -587570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -587572.500000 Penalty: 4185.429688
	Iteration 44Q: 3 clusters Score -587572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -587576.125000 Penalty: 4185.429688
	Iteration 45Q: 3 clusters Score -587576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -587579.687500 Penalty: 4185.429688
	Iteration 46Q: 3 clusters Score -587579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -587582.812500 Penalty: 4185.429688
	Iteration 47Q: 3 clusters Score -587582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587583.062500 Penalty: 4185.429688
	Iteration 48Q: 3 clusters Score -587583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587584.437500 Penalty: 4185.429688
	Iteration 49Q: 3 clusters Score -587584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587586.375000 Penalty: 4185.429688
	Iteration 50Q: 3 clusters Score -587586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587586.000000 Penalty: 4185.429688
	Iteration 51Q: 3 clusters Score -587586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587587.937500 Penalty: 4185.429688
	Iteration 52Q: 3 clusters Score -587587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587588.187500 Penalty: 4185.429688
	Iteration 53Q: 3 clusters Score -587588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587590.125000 Penalty: 4185.429688
	Iteration 54Q: 3 clusters Score -587590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587592.000000 Penalty: 4185.429688
	Iteration 55Q: 3 clusters Score -587592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587592.625000 Penalty: 4185.429688
	Iteration 56Q: 3 clusters Score -587592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587592.812500 Penalty: 4185.429688
	Iteration 57Q: 3 clusters Score -587592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587592.250000 Penalty: 4185.429688
	Iteration 58Q: 3 clusters Score -587592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587592.687500 Penalty: 4185.429688
	Iteration 59Q: 3 clusters Score -587592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587593.625000 Penalty: 4185.429688
	Iteration 60F: 3 clusters Score -587593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587594.062500 Penalty: 4185.429688
	Iteration 61Q: 3 clusters Score -587594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -587595.312500 Penalty: 4185.429688
	Iteration 62Q: 3 clusters Score -587595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587596.000000 Penalty: 4185.429688
	Iteration 63Q: 3 clusters Score -587596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587597.625000 Penalty: 4185.429688
	Iteration 64Q: 3 clusters Score -587597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587599.250000 Penalty: 4185.429688
	Iteration 65Q: 3 clusters Score -587599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587599.125000 Penalty: 4185.429688
	Iteration 66Q: 3 clusters Score -587599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -587601.375000 Penalty: 4185.429688
	Iteration 67Q: 3 clusters Score -587601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587601.812500 Penalty: 4185.429688
	Iteration 68Q: 3 clusters Score -587601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587603.437500 Penalty: 4185.429688
	Iteration 69Q: 3 clusters Score -587603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587604.500000 Penalty: 4185.429688
	Iteration 70Q: 3 clusters Score -587604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587605.937500 Penalty: 4185.429688
	Iteration 71Q: 3 clusters Score -587605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587605.062500 Penalty: 4185.429688
	Iteration 72Q: 3 clusters Score -587605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -587607.687500 Penalty: 4185.429688
	Iteration 73Q: 3 clusters Score -587607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587607.750000 Penalty: 4185.429688
	Iteration 74Q: 3 clusters Score -587607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587609.875000 Penalty: 4185.429688
	Iteration 75Q: 3 clusters Score -587609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587608.562500 Penalty: 4185.429688
	Iteration 76Q: 3 clusters Score -587608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587609.375000 Penalty: 4185.429688
	Iteration 77Q: 3 clusters Score -587609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587610.562500 Penalty: 4185.429688
	Iteration 78Q: 3 clusters Score -587610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587612.500000 Penalty: 4185.429688
	Iteration 79Q: 3 clusters Score -587612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -587614.125000 Penalty: 4185.429688
	Iteration 80F: 3 clusters Score -587614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587617.187500 Penalty: 4185.429688
	Iteration 81Q: 3 clusters Score -587617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587622.187500 Penalty: 4185.429688
	Iteration 82Q: 3 clusters Score -587622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587625.125000 Penalty: 4185.429688
	Iteration 83Q: 3 clusters Score -587625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -587628.062500 Penalty: 4185.429688
	Iteration 84Q: 3 clusters Score -587628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587631.312500 Penalty: 4185.429688
	Iteration 85Q: 3 clusters Score -587631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587633.437500 Penalty: 4185.429688
	Iteration 86Q: 3 clusters Score -587633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -587634.562500 Penalty: 4185.429688
	Iteration 87Q: 3 clusters Score -587634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -587636.937500 Penalty: 4185.429688
	Iteration 88Q: 3 clusters Score -587636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -587638.187500 Penalty: 4185.429688
	Iteration 89Q: 3 clusters Score -587638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -587644.812500 Penalty: 4185.429688
	Iteration 90Q: 3 clusters Score -587644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587648.187500 Penalty: 4185.429688
	Iteration 91Q: 3 clusters Score -587648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587652.187500 Penalty: 4185.429688
	Iteration 92Q: 3 clusters Score -587652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -587656.125000 Penalty: 4185.429688
	Iteration 93Q: 3 clusters Score -587656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587659.187500 Penalty: 4185.429688
	Iteration 94Q: 3 clusters Score -587659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587662.312500 Penalty: 4185.429688
	Iteration 95Q: 3 clusters Score -587662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587664.437500 Penalty: 4185.429688
	Iteration 96Q: 3 clusters Score -587664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -587666.437500 Penalty: 4185.429688
	Iteration 97Q: 3 clusters Score -587666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -587669.312500 Penalty: 4185.429688
	Iteration 98Q: 3 clusters Score -587669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -587670.187500 Penalty: 4185.429688
	Iteration 99Q: 3 clusters Score -587670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -587675.312500 Penalty: 4185.429688
	Iteration 100F: 3 clusters Score -587675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -587680.687500 Penalty: 4185.429688
	Iteration 101Q: 3 clusters Score -587680.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -587684.750000 Penalty: 4185.429688
	Iteration 102Q: 3 clusters Score -587684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -587687.750000 Penalty: 4185.429688
	Iteration 103Q: 3 clusters Score -587687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -587690.312500 Penalty: 4185.429688
	Iteration 104Q: 3 clusters Score -587690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -587692.312500 Penalty: 4185.429688
	Iteration 105Q: 3 clusters Score -587692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587693.250000 Penalty: 4185.429688
	Iteration 106Q: 3 clusters Score -587693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587694.000000 Penalty: 4185.429688
	Iteration 107Q: 3 clusters Score -587694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -587695.000000 Penalty: 4185.429688
	Iteration 108Q: 3 clusters Score -587695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -587694.937500 Penalty: 4185.429688
	Iteration 109Q: 3 clusters Score -587694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -587694.812500 Penalty: 4185.429688
	Iteration 110Q: 3 clusters Score -587694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587694.625000 Penalty: 4185.429688
	Iteration 111Q: 3 clusters Score -587694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587695.375000 Penalty: 4185.429688
	Iteration 112Q: 3 clusters Score -587695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587697.375000 Penalty: 4185.429688
	Iteration 113Q: 3 clusters Score -587697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -587696.875000 Penalty: 4185.429688
	Iteration 114Q: 3 clusters Score -587696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -587697.312500 Penalty: 4185.429688
	Iteration 115Q: 3 clusters Score -587697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -587697.937500 Penalty: 4185.429688
	Iteration 116Q: 3 clusters Score -587697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -587697.937500 Penalty: 4185.429688
	Iteration 117Q: 3 clusters Score -587697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -587699.187500 Penalty: 4185.429688
	Iteration 118Q: 3 clusters Score -587699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -587699.250000 Penalty: 4185.429688
	Iteration 119Q: 3 clusters Score -587699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -587701.375000 Penalty: 4185.429688
	Iteration 120F: 3 clusters Score -587701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -587701.562500 Penalty: 4185.429688
	Iteration 121Q: 3 clusters Score -587701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -587701.437500 Penalty: 4185.429688
	Iteration 122Q: 3 clusters Score -587701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587701.187500 Penalty: 4185.429688
	Iteration 123Q: 3 clusters Score -587701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -587701.187500 Penalty: 4185.429688
	Iteration 124F: 3 clusters Score -587701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Entering Unmasked Estep 
Score: -21113404.000000 Penalty: 2965.282471
	Iteration 0F: 2 clusters Score -2.11134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -21011410.000000 Penalty: 5930.564941
	Iteration 0F: 3 clusters Score -2.101141e+07 nChanged 74375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -21053840.000000 Penalty: 5930.564941
	Iteration 1F: 3 clusters Score -2.105384e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -21054594.000000 Penalty: 5930.564941
	Iteration 2Q: 3 clusters Score -2.105459e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -21055458.000000 Penalty: 5930.564941
	Iteration 3Q: 3 clusters Score -2.105546e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -21056354.000000 Penalty: 5930.564941
	Iteration 4Q: 3 clusters Score -2.105635e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -21057482.000000 Penalty: 5930.564941
	Iteration 5Q: 3 clusters Score -2.105748e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -21059356.000000 Penalty: 5930.564941
	Iteration 6Q: 3 clusters Score -2.105936e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -21062784.000000 Penalty: 5930.564941
	Iteration 7Q: 3 clusters Score -2.106278e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -21068314.000000 Penalty: 5930.564941
	Iteration 8F: 3 clusters Score -2.106831e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -21076628.000000 Penalty: 5930.564941
	Iteration 9F: 3 clusters Score -2.107663e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -21086620.000000 Penalty: 5930.564941
	Iteration 10F: 3 clusters Score -2.108662e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138646 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -21096128.000000 Penalty: 5930.564941
	Iteration 11F: 3 clusters Score -2.109613e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -21103090.000000 Penalty: 5930.564941
	Iteration 12Q: 3 clusters Score -2.110309e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150776 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -21107276.000000 Penalty: 5930.564941
	Iteration 13Q: 3 clusters Score -2.110728e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21109120.000000 Penalty: 5930.564941
	Iteration 14Q: 3 clusters Score -2.110912e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21110088.000000 Penalty: 5930.564941
	Iteration 15Q: 3 clusters Score -2.111009e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21110438.000000 Penalty: 5930.564941
	Iteration 16Q: 3 clusters Score -2.111044e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21110662.000000 Penalty: 5930.564941
	Iteration 17Q: 3 clusters Score -2.111066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21110748.000000 Penalty: 5930.564941
	Iteration 18Q: 3 clusters Score -2.111075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21110768.000000 Penalty: 5930.564941
	Iteration 19Q: 3 clusters Score -2.111077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21110784.000000 Penalty: 5930.564941
	Iteration 20F: 3 clusters Score -2.111078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21110800.000000 Penalty: 5930.564941
	Iteration 21Q: 3 clusters Score -2.11108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21110816.000000 Penalty: 5930.564941
	Iteration 22Q: 3 clusters Score -2.111082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155587 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21110818.000000 Penalty: 5930.564941
	Iteration 23Q: 3 clusters Score -2.111082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21110830.000000 Penalty: 5930.564941
	Iteration 24Q: 3 clusters Score -2.111083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155595 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21110832.000000 Penalty: 5930.564941
	Iteration 25Q: 3 clusters Score -2.111083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155598 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21110846.000000 Penalty: 5930.564941
	Iteration 26Q: 3 clusters Score -2.111085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21110844.000000 Penalty: 5930.564941
	Iteration 27Q: 3 clusters Score -2.111084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155599 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21110844.000000 Penalty: 5930.564941
	Iteration 28F: 3 clusters Score -2.111084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Entering Unmasked Estep 
Score: -4719510.500000 Penalty: 2593.021973
	Iteration 0F: 2 clusters Score -4719510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4695911.500000 Penalty: 5186.043945
	Iteration 0F: 3 clusters Score -4695912 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4704509.000000 Penalty: 5186.043945
	Iteration 1F: 3 clusters Score -4704509 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4705028.500000 Penalty: 5186.043945
	Iteration 2Q: 3 clusters Score -4705028 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4705573.500000 Penalty: 5186.043945
	Iteration 3Q: 3 clusters Score -4705574 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4706188.500000 Penalty: 5186.043945
	Iteration 4Q: 3 clusters Score -4706188 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4706866.000000 Penalty: 5186.043945
	Iteration 5Q: 3 clusters Score -4706866 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4707567.000000 Penalty: 5186.043945
	Iteration 6Q: 3 clusters Score -4707567 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4708391.000000 Penalty: 5186.043945
	Iteration 7Q: 3 clusters Score -4708391 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4709336.000000 Penalty: 5186.043945
	Iteration 8Q: 3 clusters Score -4709336 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4710507.000000 Penalty: 5186.043945
	Iteration 9F: 3 clusters Score -4710507 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4711810.000000 Penalty: 5186.043945
	Iteration 10F: 3 clusters Score -4711810 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4712963.000000 Penalty: 5186.043945
	Iteration 11F: 3 clusters Score -4712963 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4713726.500000 Penalty: 5186.043945
	Iteration 12Q: 3 clusters Score -4713726 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4714184.000000 Penalty: 5186.043945
	Iteration 13Q: 3 clusters Score -4714184 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4714505.000000 Penalty: 5186.043945
	Iteration 14Q: 3 clusters Score -4714505 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4714686.000000 Penalty: 5186.043945
	Iteration 15Q: 3 clusters Score -4714686 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -4714882.500000 Penalty: 5186.043945
	Iteration 16Q: 3 clusters Score -4714882 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4715037 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4715152.000000 Penalty: 5186.043945
	Iteration 18Q: 3 clusters Score -4715152 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -4715285.500000 Penalty: 5186.043945
	Iteration 19Q: 3 clusters Score -4715286 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4715363.000000 Penalty: 5186.043945
	Iteration 20F: 3 clusters Score -4715363 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4715431.000000 Penalty: 5186.043945
	Iteration 21Q: 3 clusters Score -4715431 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4715482.500000 Penalty: 5186.043945
	Iteration 22Q: 3 clusters Score -4715482 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4715561.500000 Penalty: 5186.043945
	Iteration 23Q: 3 clusters Score -4715562 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4715636.500000 Penalty: 5186.043945
	Iteration 24Q: 3 clusters Score -4715636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4715747.000000 Penalty: 5186.043945
	Iteration 25Q: 3 clusters Score -4715747 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4715822.500000 Penalty: 5186.043945
	Iteration 26Q: 3 clusters Score -4715822 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4715909.000000 Penalty: 5186.043945
	Iteration 27Q: 3 clusters Score -4715909 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4715972 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4716019.000000 Penalty: 5186.043945
	Iteration 29Q: 3 clusters Score -4716019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4716078.500000 Penalty: 5186.043945
	Iteration 30Q: 3 clusters Score -4716078 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4716145.500000 Penalty: 5186.043945
	Iteration 31Q: 3 clusters Score -4716146 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4716197.000000 Penalty: 5186.043945
	Iteration 32Q: 3 clusters Score -4716197 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4716250.000000 Penalty: 5186.043945
	Iteration 33Q: 3 clusters Score -4716250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4716301.000000 Penalty: 5186.043945
	Iteration 34Q: 3 clusters Score -4716301 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4716355.500000 Penalty: 5186.043945
	Iteration 35Q: 3 clusters Score -4716356 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4716384.500000 Penalty: 5186.043945
	Iteration 36Q: 3 clusters Score -4716384 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4716402.500000 Penalty: 5186.043945
	Iteration 37Q: 3 clusters Score -4716402 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4716469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4716505.000000 Penalty: 5186.043945
	Iteration 39Q: 3 clusters Score -4716505 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4716533.000000 Penalty: 5186.043945
	Iteration 40F: 3 clusters Score -4716533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4716562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4716610.500000 Penalty: 5186.043945
	Iteration 42Q: 3 clusters Score -4716610 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4716650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4716689.500000 Penalty: 5186.043945
	Iteration 44Q: 3 clusters Score -4716690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4716753.500000 Penalty: 5186.043945
	Iteration 45Q: 3 clusters Score -4716754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4716806 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4716870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4716927 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4716995.500000 Penalty: 5186.043945
	Iteration 49Q: 3 clusters Score -4716996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4717042.000000 Penalty: 5186.043945
	Iteration 50Q: 3 clusters Score -4717042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4717080.500000 Penalty: 5186.043945
	Iteration 51Q: 3 clusters Score -4717080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4717112.000000 Penalty: 5186.043945
	Iteration 52Q: 3 clusters Score -4717112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4717148.000000 Penalty: 5186.043945
	Iteration 53Q: 3 clusters Score -4717148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4717179.500000 Penalty: 5186.043945
	Iteration 54Q: 3 clusters Score -4717180 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4717218.000000 Penalty: 5186.043945
	Iteration 55Q: 3 clusters Score -4717218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4717262.500000 Penalty: 5186.043945
	Iteration 56Q: 3 clusters Score -4717262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4717292.500000 Penalty: 5186.043945
	Iteration 57Q: 3 clusters Score -4717292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4717328.500000 Penalty: 5186.043945
	Iteration 58Q: 3 clusters Score -4717328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4717350.000000 Penalty: 5186.043945
	Iteration 59Q: 3 clusters Score -4717350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4717383.500000 Penalty: 5186.043945
	Iteration 60F: 3 clusters Score -4717384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4717407.500000 Penalty: 5186.043945
	Iteration 61Q: 3 clusters Score -4717408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4717437.000000 Penalty: 5186.043945
	Iteration 62Q: 3 clusters Score -4717437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4717457.500000 Penalty: 5186.043945
	Iteration 63Q: 3 clusters Score -4717458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4717469.000000 Penalty: 5186.043945
	Iteration 64Q: 3 clusters Score -4717469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4717484.000000 Penalty: 5186.043945
	Iteration 65Q: 3 clusters Score -4717484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4717490.500000 Penalty: 5186.043945
	Iteration 66Q: 3 clusters Score -4717490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4717500.000000 Penalty: 5186.043945
	Iteration 67Q: 3 clusters Score -4717500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4717506.500000 Penalty: 5186.043945
	Iteration 68Q: 3 clusters Score -4717506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4717511.000000 Penalty: 5186.043945
	Iteration 69Q: 3 clusters Score -4717511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4717525.000000 Penalty: 5186.043945
	Iteration 70Q: 3 clusters Score -4717525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4717535.000000 Penalty: 5186.043945
	Iteration 71Q: 3 clusters Score -4717535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4717542.500000 Penalty: 5186.043945
	Iteration 72Q: 3 clusters Score -4717542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4717545.500000 Penalty: 5186.043945
	Iteration 73Q: 3 clusters Score -4717546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4717543.500000 Penalty: 5186.043945
	Iteration 74Q: 3 clusters Score -4717544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4717549.500000 Penalty: 5186.043945
	Iteration 75Q: 3 clusters Score -4717550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4717552.500000 Penalty: 5186.043945
	Iteration 76Q: 3 clusters Score -4717552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4717555.500000 Penalty: 5186.043945
	Iteration 77Q: 3 clusters Score -4717556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4717561.500000 Penalty: 5186.043945
	Iteration 78Q: 3 clusters Score -4717562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4717560.000000 Penalty: 5186.043945
	Iteration 79Q: 3 clusters Score -4717560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4717559.000000 Penalty: 5186.043945
	Iteration 80F: 3 clusters Score -4717559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4717562.000000 Penalty: 5186.043945
	Iteration 81Q: 3 clusters Score -4717562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4717576.500000 Penalty: 5186.043945
	Iteration 82Q: 3 clusters Score -4717576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4717564.000000 Penalty: 5186.043945
	Iteration 83Q: 3 clusters Score -4717564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4717564.000000 Penalty: 5186.043945
	Iteration 84Q: 3 clusters Score -4717564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4717573.500000 Penalty: 5186.043945
	Iteration 85Q: 3 clusters Score -4717574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4717565.500000 Penalty: 5186.043945
	Iteration 86Q: 3 clusters Score -4717566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4717572.500000 Penalty: 5186.043945
	Iteration 87Q: 3 clusters Score -4717572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4717584.500000 Penalty: 5186.043945
	Iteration 88Q: 3 clusters Score -4717584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4717587.000000 Penalty: 5186.043945
	Iteration 89Q: 3 clusters Score -4717587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4717588.500000 Penalty: 5186.043945
	Iteration 90Q: 3 clusters Score -4717588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4717591.000000 Penalty: 5186.043945
	Iteration 91Q: 3 clusters Score -4717591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4717597.000000 Penalty: 5186.043945
	Iteration 92Q: 3 clusters Score -4717597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4717595.500000 Penalty: 5186.043945
	Iteration 93Q: 3 clusters Score -4717596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4717593.000000 Penalty: 5186.043945
	Iteration 94Q: 3 clusters Score -4717593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4717604.500000 Penalty: 5186.043945
	Iteration 95Q: 3 clusters Score -4717604 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4717607.000000 Penalty: 5186.043945
	Iteration 96Q: 3 clusters Score -4717607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4717608.000000 Penalty: 5186.043945
	Iteration 97Q: 3 clusters Score -4717608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4717608.500000 Penalty: 5186.043945
	Iteration 98Q: 3 clusters Score -4717608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4717615.500000 Penalty: 5186.043945
	Iteration 99Q: 3 clusters Score -4717616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4717618.000000 Penalty: 5186.043945
	Iteration 100F: 3 clusters Score -4717618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4717619.500000 Penalty: 5186.043945
	Iteration 101Q: 3 clusters Score -4717620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4717615.000000 Penalty: 5186.043945
	Iteration 102Q: 3 clusters Score -4717615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4717619.000000 Penalty: 5186.043945
	Iteration 103Q: 3 clusters Score -4717619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4717620.500000 Penalty: 5186.043945
	Iteration 104Q: 3 clusters Score -4717620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4717625.000000 Penalty: 5186.043945
	Iteration 105Q: 3 clusters Score -4717625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4717621.000000 Penalty: 5186.043945
	Iteration 106Q: 3 clusters Score -4717621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4717620 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -4717620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 723 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143824 members 
Mstep: Class 10 contains 62859 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 159319 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155871 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366928.000000 Penalty: 77098.109375
Iteration 319Q: 23 clusters Score -1.803669e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148467 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143827 members 
Mstep: Class 10 contains 62858 members 
Mstep: Class 11 contains 135542 members 
Mstep: Class 12 contains 67329 members 
Mstep: Class 13 contains 177070 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159337 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155863 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367008.000000 Penalty: 77098.109375
Iteration 320F: 23 clusters Score -1.80367e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104232 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143831 members 
Mstep: Class 10 contains 62855 members 
Mstep: Class 11 contains 135544 members 
Mstep: Class 12 contains 67331 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159348 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155855 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367104.000000 Penalty: 77098.109375
Iteration 321Q: 23 clusters Score -1.803671e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104234 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143832 members 
Mstep: Class 10 contains 62850 members 
Mstep: Class 11 contains 135546 members 
Mstep: Class 12 contains 67331 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159367 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155840 members 
Mstep: Class 23 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367184.000000 Penalty: 77098.109375
Iteration 322Q: 23 clusters Score -1.803672e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148464 members 
Mstep: Class 5 contains 104233 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143836 members 
Mstep: Class 10 contains 62846 members 
Mstep: Class 11 contains 135546 members 
Mstep: Class 12 contains 67334 members 
Mstep: Class 13 contains 177067 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159391 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155820 members 
Mstep: Class 23 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367072.000000 Penalty: 77098.109375
Iteration 323Q: 23 clusters Score -1.803671e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148465 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143838 members 
Mstep: Class 10 contains 62842 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67332 members 
Mstep: Class 13 contains 177065 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159422 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155787 members 
Mstep: Class 23 contains 34744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367024.000000 Penalty: 77098.109375
Iteration 324Q: 23 clusters Score -1.80367e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148471 members 
Mstep: Class 5 contains 104242 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143835 members 
Mstep: Class 10 contains 62843 members 
Mstep: Class 11 contains 135545 members 
Mstep: Class 12 contains 67334 members 
Mstep: Class 13 contains 177065 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159440 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155758 members 
Mstep: Class 23 contains 34747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367104.000000 Penalty: 77098.109375
Iteration 325Q: 23 clusters Score -1.803671e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138746 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148473 members 
Mstep: Class 5 contains 104242 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143837 members 
Mstep: Class 10 contains 62841 members 
Mstep: Class 11 contains 135543 members 
Mstep: Class 12 contains 67334 members 
Mstep: Class 13 contains 177065 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159455 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155740 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367120.000000 Penalty: 77098.109375
Iteration 326Q: 23 clusters Score -1.803671e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138746 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148473 members 
Mstep: Class 5 contains 104242 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143842 members 
Mstep: Class 10 contains 62840 members 
Mstep: Class 11 contains 135540 members 
Mstep: Class 12 contains 67340 members 
Mstep: Class 13 contains 177066 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159481 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155705 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367120.000000 Penalty: 77098.109375
Iteration 327Q: 23 clusters Score -1.803671e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148471 members 
Mstep: Class 5 contains 104244 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143845 members 
Mstep: Class 10 contains 62838 members 
Mstep: Class 11 contains 135536 members 
Mstep: Class 12 contains 67348 members 
Mstep: Class 13 contains 177068 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159496 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155680 members 
Mstep: Class 23 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367136.000000 Penalty: 77098.109375
Iteration 328Q: 23 clusters Score -1.803671e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148469 members 
Mstep: Class 5 contains 104244 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143847 members 
Mstep: Class 10 contains 62836 members 
Mstep: Class 11 contains 135534 members 
Mstep: Class 12 contains 67353 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159509 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155667 members 
Mstep: Class 23 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367200.000000 Penalty: 77098.109375
Iteration 329Q: 23 clusters Score -1.803672e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148466 members 
Mstep: Class 5 contains 104246 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143847 members 
Mstep: Class 10 contains 62831 members 
Mstep: Class 11 contains 135531 members 
Mstep: Class 12 contains 67359 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159519 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155662 members 
Mstep: Class 23 contains 34751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367040.000000 Penalty: 77098.109375
Iteration 330Q: 23 clusters Score -1.80367e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148466 members 
Mstep: Class 5 contains 104248 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143849 members 
Mstep: Class 10 contains 62832 members 
Mstep: Class 11 contains 135532 members 
Mstep: Class 12 contains 67359 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159524 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155650 members 
Mstep: Class 23 contains 34750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367056.000000 Penalty: 77098.109375
Iteration 331Q: 23 clusters Score -1.803671e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138735 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148458 members 
Mstep: Class 5 contains 104250 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143857 members 
Mstep: Class 10 contains 62832 members 
Mstep: Class 11 contains 135536 members 
Mstep: Class 12 contains 67357 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159529 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155640 members 
Mstep: Class 23 contains 34750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367056.000000 Penalty: 77098.109375
Iteration 332Q: 23 clusters Score -1.803671e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148445 members 
Mstep: Class 5 contains 104250 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143861 members 
Mstep: Class 10 contains 62831 members 
Mstep: Class 11 contains 135541 members 
Mstep: Class 12 contains 67354 members 
Mstep: Class 13 contains 177077 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159538 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155636 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367056.000000 Penalty: 77098.109375
Iteration 333Q: 23 clusters Score -1.803671e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104249 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62831 members 
Mstep: Class 11 contains 135550 members 
Mstep: Class 12 contains 67357 members 
Mstep: Class 13 contains 177079 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159547 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155620 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367104.000000 Penalty: 77098.109375
Iteration 334Q: 23 clusters Score -1.803671e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138734 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148442 members 
Mstep: Class 5 contains 104249 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62830 members 
Mstep: Class 11 contains 135552 members 
Mstep: Class 12 contains 67358 members 
Mstep: Class 13 contains 177084 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159549 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155616 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367152.000000 Penalty: 77098.109375
Iteration 335Q: 23 clusters Score -1.803672e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148437 members 
Mstep: Class 5 contains 104254 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62830 members 
Mstep: Class 11 contains 135555 members 
Mstep: Class 12 contains 67359 members 
Mstep: Class 13 contains 177086 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159553 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 155607 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367200.000000 Penalty: 77098.109375
Iteration 336Q: 23 clusters Score -1.803672e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148434 members 
Mstep: Class 5 contains 104252 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143861 members 
Mstep: Class 10 contains 62831 members 
Mstep: Class 11 contains 135560 members 
Mstep: Class 12 contains 67360 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159559 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155594 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367184.000000 Penalty: 77098.109375
Iteration 337Q: 23 clusters Score -1.803672e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148432 members 
Mstep: Class 5 contains 104252 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143863 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135571 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159563 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155581 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367376.000000 Penalty: 77098.109375
Iteration 338Q: 23 clusters Score -1.803674e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148423 members 
Mstep: Class 5 contains 104252 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143865 members 
Mstep: Class 10 contains 62828 members 
Mstep: Class 11 contains 135581 members 
Mstep: Class 12 contains 67366 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159576 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155565 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367280.000000 Penalty: 77098.109375
Iteration 339Q: 23 clusters Score -1.803673e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148421 members 
Mstep: Class 5 contains 104250 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62829 members 
Mstep: Class 11 contains 135584 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159584 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155565 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367344.000000 Penalty: 77098.109375
Iteration 340F: 23 clusters Score -1.803673e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148423 members 
Mstep: Class 5 contains 104249 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143872 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135595 members 
Mstep: Class 12 contains 67362 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159592 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155550 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367280.000000 Penalty: 77098.109375
Iteration 341Q: 23 clusters Score -1.803673e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148422 members 
Mstep: Class 5 contains 104249 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135601 members 
Mstep: Class 12 contains 67362 members 
Mstep: Class 13 contains 177090 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155544 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 77098.109375
Iteration 342Q: 23 clusters Score -1.803674e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148420 members 
Mstep: Class 5 contains 104248 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143874 members 
Mstep: Class 10 contains 62824 members 
Mstep: Class 11 contains 135611 members 
Mstep: Class 12 contains 67361 members 
Mstep: Class 13 contains 177089 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159606 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155534 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367344.000000 Penalty: 77098.109375
Iteration 343Q: 23 clusters Score -1.803673e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148415 members 
Mstep: Class 5 contains 104247 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143877 members 
Mstep: Class 10 contains 62820 members 
Mstep: Class 11 contains 135621 members 
Mstep: Class 12 contains 67361 members 
Mstep: Class 13 contains 177092 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159606 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155530 members 
Mstep: Class 23 contains 34749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367344.000000 Penalty: 77098.109375
Iteration 344Q: 23 clusters Score -1.803673e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148410 members 
Mstep: Class 5 contains 104247 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143876 members 
Mstep: Class 10 contains 62821 members 
Mstep: Class 11 contains 135625 members 
Mstep: Class 12 contains 67361 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159607 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155530 members 
Mstep: Class 23 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367392.000000 Penalty: 77098.109375
Iteration 345Q: 23 clusters Score -1.803674e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148405 members 
Mstep: Class 5 contains 104243 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143876 members 
Mstep: Class 10 contains 62823 members 
Mstep: Class 11 contains 135630 members 
Mstep: Class 12 contains 67360 members 
Mstep: Class 13 contains 177095 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159613 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155521 members 
Mstep: Class 23 contains 34752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367360.000000 Penalty: 77098.109375
Iteration 346Q: 23 clusters Score -1.803674e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148399 members 
Mstep: Class 5 contains 104242 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143877 members 
Mstep: Class 10 contains 62824 members 
Mstep: Class 11 contains 135632 members 
Mstep: Class 12 contains 67362 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159612 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155523 members 
Mstep: Class 23 contains 34754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 77098.109375
Iteration 347Q: 23 clusters Score -1.803674e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148397 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143876 members 
Mstep: Class 10 contains 62822 members 
Mstep: Class 11 contains 135635 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159608 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155532 members 
Mstep: Class 23 contains 34756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367536.000000 Penalty: 77098.109375
Iteration 348Q: 23 clusters Score -1.803675e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138700 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148397 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143872 members 
Mstep: Class 10 contains 62823 members 
Mstep: Class 11 contains 135641 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159605 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155536 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367632.000000 Penalty: 77098.109375
Iteration 349Q: 23 clusters Score -1.803676e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148397 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62822 members 
Mstep: Class 11 contains 135646 members 
Mstep: Class 12 contains 67364 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155531 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367632.000000 Penalty: 77098.109375
Iteration 350Q: 23 clusters Score -1.803676e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148394 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62821 members 
Mstep: Class 11 contains 135651 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159607 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155525 members 
Mstep: Class 23 contains 34757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367536.000000 Penalty: 77098.109375
Iteration 351Q: 23 clusters Score -1.803675e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148395 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143872 members 
Mstep: Class 10 contains 62823 members 
Mstep: Class 11 contains 135652 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159610 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155521 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367552.000000 Penalty: 77098.109375
Iteration 352Q: 23 clusters Score -1.803676e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148387 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62823 members 
Mstep: Class 11 contains 135656 members 
Mstep: Class 12 contains 67366 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159613 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155521 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 353Q: 23 clusters Score -1.803675e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148386 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62824 members 
Mstep: Class 11 contains 135656 members 
Mstep: Class 12 contains 67364 members 
Mstep: Class 13 contains 177089 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159614 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155524 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 354Q: 23 clusters Score -1.803675e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148385 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143868 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135658 members 
Mstep: Class 12 contains 67365 members 
Mstep: Class 13 contains 177089 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159617 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155519 members 
Mstep: Class 23 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 355Q: 23 clusters Score -1.803675e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138697 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148383 members 
Mstep: Class 5 contains 104235 members 
Mstep: Class 6 contains 9222 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143868 members 
Mstep: Class 10 contains 62828 members 
Mstep: Class 11 contains 135657 members 
Mstep: Class 12 contains 67368 members 
Mstep: Class 13 contains 177088 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159619 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155518 members 
Mstep: Class 23 contains 34759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367552.000000 Penalty: 77098.109375
Iteration 356Q: 23 clusters Score -1.803676e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148376 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9223 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143869 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135665 members 
Mstep: Class 12 contains 67370 members 
Mstep: Class 13 contains 177085 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155514 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 77098.109375
Iteration 357Q: 23 clusters Score -1.803675e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148375 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9225 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143869 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135661 members 
Mstep: Class 12 contains 67372 members 
Mstep: Class 13 contains 177088 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155511 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 77098.109375
Iteration 358Q: 23 clusters Score -1.803675e+08 nChanged 52
Entering ConstructFrom: 
Score: -180367488.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (138693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Entering Unmasked Estep 
Score: -18674678.000000 Penalty: 2936.324463
	Iteration 0F: 2 clusters Score -1.867468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -18582104.000000 Penalty: 5872.648926
	Iteration 0F: 3 clusters Score -1.85821e+07 nChanged 65910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -18620498.000000 Penalty: 5872.648926
	Iteration 1F: 3 clusters Score -1.86205e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -18621808.000000 Penalty: 5872.648926
	Iteration 2Q: 3 clusters Score -1.862181e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -18623444.000000 Penalty: 5872.648926
	Iteration 3Q: 3 clusters Score -1.862344e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -18625822.000000 Penalty: 5872.648926
	Iteration 4Q: 3 clusters Score -1.862582e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -18630012.000000 Penalty: 5872.648926
	Iteration 5F: 3 clusters Score -1.863001e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -18636656.000000 Penalty: 5872.648926
	Iteration 6F: 3 clusters Score -1.863666e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 107607 members 
Entering Unmasked Estep 
Score: -18646052.000000 Penalty: 5872.648926
	Iteration 7F: 3 clusters Score -1.864605e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -18656328.000000 Penalty: 5872.648926
	Iteration 8F: 3 clusters Score -1.865633e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -18664086.000000 Penalty: 5872.648926
	Iteration 9F: 3 clusters Score -1.866409e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -18668638.000000 Penalty: 5872.648926
	Iteration 10Q: 3 clusters Score -1.866864e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -18670584.000000 Penalty: 5872.648926
	Iteration 11Q: 3 clusters Score -1.867058e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -18671406.000000 Penalty: 5872.648926
	Iteration 12Q: 3 clusters Score -1.867141e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -18671826.000000 Penalty: 5872.648926
	Iteration 13Q: 3 clusters Score -1.867183e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -18672056.000000 Penalty: 5872.648926
	Iteration 14Q: 3 clusters Score -1.867206e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -18672248.000000 Penalty: 5872.648926
	Iteration 15Q: 3 clusters Score -1.867225e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -18672418.000000 Penalty: 5872.648926
	Iteration 16Q: 3 clusters Score -1.867242e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -18672542.000000 Penalty: 5872.648926
	Iteration 17Q: 3 clusters Score -1.867254e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -18672550.000000 Penalty: 5872.648926
	Iteration 18Q: 3 clusters Score -1.867255e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -18672592.000000 Penalty: 5872.648926
	Iteration 19Q: 3 clusters Score -1.867259e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 135736 members 
Entering Unmasked Estep 
Score: -18672636.000000 Penalty: 5872.648926
	Iteration 20F: 3 clusters Score -1.867264e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 135889 members 
Entering Unmasked Estep 
Score: -18672646.000000 Penalty: 5872.648926
	Iteration 21Q: 3 clusters Score -1.867265e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -18672680.000000 Penalty: 5872.648926
	Iteration 22Q: 3 clusters Score -1.867268e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -18672694.000000 Penalty: 5872.648926
	Iteration 23Q: 3 clusters Score -1.867269e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -18672732.000000 Penalty: 5872.648926
	Iteration 24Q: 3 clusters Score -1.867273e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 136206 members 
Entering Unmasked Estep 
Score: -18672732.000000 Penalty: 5872.648926
	Iteration 25Q: 3 clusters Score -1.867273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 136248 members 
Entering Unmasked Estep 
Score: -18672734.000000 Penalty: 5872.648926
	Iteration 26Q: 3 clusters Score -1.867273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 136299 members 
Entering Unmasked Estep 
Score: -18672750.000000 Penalty: 5872.648926
	Iteration 27Q: 3 clusters Score -1.867275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -18672768.000000 Penalty: 5872.648926
	Iteration 28Q: 3 clusters Score -1.867277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -18672792.000000 Penalty: 5872.648926
	Iteration 29Q: 3 clusters Score -1.867279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -18672780.000000 Penalty: 5872.648926
	Iteration 30Q: 3 clusters Score -1.867278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -18672794.000000 Penalty: 5872.648926
	Iteration 31Q: 3 clusters Score -1.867279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 136503 members 
Entering Unmasked Estep 
Score: -18672822.000000 Penalty: 5872.648926
	Iteration 32Q: 3 clusters Score -1.867282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -18672832.000000 Penalty: 5872.648926
	Iteration 33Q: 3 clusters Score -1.867283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -18672824.000000 Penalty: 5872.648926
	Iteration 34Q: 3 clusters Score -1.867282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 136590 members 
Entering Unmasked Estep 
Score: -18672840.000000 Penalty: 5872.648926
	Iteration 35Q: 3 clusters Score -1.867284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 136617 members 
Entering Unmasked Estep 
Score: -18672854.000000 Penalty: 5872.648926
	Iteration 36Q: 3 clusters Score -1.867285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -18672862.000000 Penalty: 5872.648926
	Iteration 37Q: 3 clusters Score -1.867286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 136648 members 
Entering Unmasked Estep 
Score: -18672878.000000 Penalty: 5872.648926
	Iteration 38Q: 3 clusters Score -1.867288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -18672880.000000 Penalty: 5872.648926
	Iteration 39Q: 3 clusters Score -1.867288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 136678 members 
Entering Unmasked Estep 
Score: -18672864.000000 Penalty: 5872.648926
	Iteration 40F: 3 clusters Score -1.867286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -18672872.000000 Penalty: 5872.648926
	Iteration 41Q: 3 clusters Score -1.867287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 136710 members 
Entering Unmasked Estep 
Score: -18672880.000000 Penalty: 5872.648926
	Iteration 42Q: 3 clusters Score -1.867288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 136720 members 
Entering Unmasked Estep 
Score: -18672874.000000 Penalty: 5872.648926
	Iteration 43Q: 3 clusters Score -1.867287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 136727 members 
Entering Unmasked Estep 
Score: -18672866.000000 Penalty: 5872.648926
	Iteration 44Q: 3 clusters Score -1.867287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -18672890.000000 Penalty: 5872.648926
	Iteration 45Q: 3 clusters Score -1.867289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -18672878.000000 Penalty: 5872.648926
	Iteration 46Q: 3 clusters Score -1.867288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -18672880.000000 Penalty: 5872.648926
	Iteration 47Q: 3 clusters Score -1.867288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
Score: -18672892.000000 Penalty: 5872.648926
	Iteration 48Q: 3 clusters Score -1.867289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -18672890.000000 Penalty: 5872.648926
	Iteration 49Q: 3 clusters Score -1.867289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -18672888.000000 Penalty: 5872.648926
	Iteration 50Q: 3 clusters Score -1.867289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -18672912.000000 Penalty: 5872.648926
	Iteration 51Q: 3 clusters Score -1.867291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 136776 members 
Entering Unmasked Estep 
Score: -18672898.000000 Penalty: 5872.648926
	Iteration 52Q: 3 clusters Score -1.86729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 136779 members 
Entering Unmasked Estep 
Score: -18672890.000000 Penalty: 5872.648926
	Iteration 53Q: 3 clusters Score -1.867289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -18672894.000000 Penalty: 5872.648926
	Iteration 54Q: 3 clusters Score -1.867289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -18672892.000000 Penalty: 5872.648926
	Iteration 55Q: 3 clusters Score -1.867289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -18672900.000000 Penalty: 5872.648926
	Iteration 56Q: 3 clusters Score -1.86729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -18672906.000000 Penalty: 5872.648926
	Iteration 57Q: 3 clusters Score -1.867291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -18672906.000000 Penalty: 5872.648926
	Iteration 58F: 3 clusters Score -1.867291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131967.609375 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131967.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -132806.046875 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133500.625000 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -133500.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133796.984375 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -133797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -133935.812500 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -133935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134008.531250 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -134008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -134029.328125 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -134029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -134035.187500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -134035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -134038.218750 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -134038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -134040.671875 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -134040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -134043.843750 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -134043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -134045.609375 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -134045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -134057.562500 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -134057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134058.500000 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134063.000000 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134063.000000 Penalty: 3473.971191
	Iteration 15F: 3 clusters Score -134063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 214 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135668 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155505 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
Score: -180366016.000000 Penalty: 80602.570312
Splitting cluster 2 changes total score from -180367488.000000 to -180366016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -86584.359375 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -86584.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84902.867188 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -84902.87 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85128.406250 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -85128.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85232.484375 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -85232.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85329.515625 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -85329.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85423.054688 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -85423.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85542.406250 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -85542.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85651.023438 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -85651.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85780.265625 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -85780.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85860.359375 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -85860.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85894.625000 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -85894.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85923.148438 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -85923.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85937.726562 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -85937.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85943.453125 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -85943.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85949.093750 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -85949.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85951.117188 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -85951.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85956.515625 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -85956.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85957.750000 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -85957.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85959.843750 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -85959.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85963.421875 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -85963.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85966.320312 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -85966.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85970.093750 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -85970.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85981.226562 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -85981.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85992.195312 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -85992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85996.515625 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -85996.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86013.343750 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -86013.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86027.429688 Penalty: 3266.741211
	Iteration 25Q: 3 clusters Score -86027.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86031.195312 Penalty: 3266.741211
	Iteration 26Q: 3 clusters Score -86031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86033.210938 Penalty: 3266.741211
	Iteration 27Q: 3 clusters Score -86033.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86034.687500 Penalty: 3266.741211
	Iteration 28Q: 3 clusters Score -86034.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86038.773438 Penalty: 3266.741211
	Iteration 29Q: 3 clusters Score -86038.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86045.242188 Penalty: 3266.741211
	Iteration 30Q: 3 clusters Score -86045.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86047.812500 Penalty: 3266.741211
	Iteration 31Q: 3 clusters Score -86047.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86047.812500 Penalty: 3266.741211
	Iteration 32F: 3 clusters Score -86047.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Entering Unmasked Estep 
Score: -20043722.000000 Penalty: 2953.056396
	Iteration 0F: 2 clusters Score -2.004372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -19944920.000000 Penalty: 5906.112793
	Iteration 0F: 3 clusters Score -1.994492e+07 nChanged 70939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -19986776.000000 Penalty: 5906.112793
	Iteration 1F: 3 clusters Score -1.998678e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -19988736.000000 Penalty: 5906.112793
	Iteration 2Q: 3 clusters Score -1.998874e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -19992602.000000 Penalty: 5906.112793
	Iteration 3F: 3 clusters Score -1.99926e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -19999664.000000 Penalty: 5906.112793
	Iteration 4F: 3 clusters Score -1.999966e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -20011548.000000 Penalty: 5906.112793
	Iteration 5F: 3 clusters Score -2.001155e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -20025732.000000 Penalty: 5906.112793
	Iteration 6F: 3 clusters Score -2.002573e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -20035476.000000 Penalty: 5906.112793
	Iteration 7F: 3 clusters Score -2.003548e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20039340.000000 Penalty: 5906.112793
	Iteration 8Q: 3 clusters Score -2.003934e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20040404.000000 Penalty: 5906.112793
	Iteration 9Q: 3 clusters Score -2.00404e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20040808.000000 Penalty: 5906.112793
	Iteration 10Q: 3 clusters Score -2.004081e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20040960.000000 Penalty: 5906.112793
	Iteration 11Q: 3 clusters Score -2.004096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20041010.000000 Penalty: 5906.112793
	Iteration 12Q: 3 clusters Score -2.004101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20040998.000000 Penalty: 5906.112793
	Iteration 13Q: 3 clusters Score -2.0041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20041036.000000 Penalty: 5906.112793
	Iteration 14Q: 3 clusters Score -2.004104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20041050.000000 Penalty: 5906.112793
	Iteration 15Q: 3 clusters Score -2.004105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20041048.000000 Penalty: 5906.112793
	Iteration 16Q: 3 clusters Score -2.004105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20041074.000000 Penalty: 5906.112793
	Iteration 17Q: 3 clusters Score -2.004107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20041082.000000 Penalty: 5906.112793
	Iteration 18Q: 3 clusters Score -2.004108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20041082.000000 Penalty: 5906.112793
	Iteration 19Q: 3 clusters Score -2.004108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20041080.000000 Penalty: 5906.112793
	Iteration 20F: 3 clusters Score -2.004108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148080 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20041068.000000 Penalty: 5906.112793
	Iteration 21Q: 3 clusters Score -2.004107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20041074.000000 Penalty: 5906.112793
	Iteration 22Q: 3 clusters Score -2.004107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20041076.000000 Penalty: 5906.112793
	Iteration 23Q: 3 clusters Score -2.004108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20041076.000000 Penalty: 5906.112793
	Iteration 24Q: 3 clusters Score -2.004108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20041090.000000 Penalty: 5906.112793
	Iteration 25Q: 3 clusters Score -2.004109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20041084.000000 Penalty: 5906.112793
	Iteration 26Q: 3 clusters Score -2.004108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20041098.000000 Penalty: 5906.112793
	Iteration 27Q: 3 clusters Score -2.00411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20041098.000000 Penalty: 5906.112793
	Iteration 28Q: 3 clusters Score -2.00411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20041098.000000 Penalty: 5906.112793
	Iteration 29F: 3 clusters Score -2.00411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Entering Unmasked Estep 
Score: -14085052.000000 Penalty: 2865.501465
	Iteration 0F: 2 clusters Score -1.408505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -14015594.000000 Penalty: 5731.002930
	Iteration 0F: 3 clusters Score -1.401559e+07 nChanged 49171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -14043909.000000 Penalty: 5731.002930
	Iteration 1F: 3 clusters Score -1.404391e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -14044934.000000 Penalty: 5731.002930
	Iteration 2Q: 3 clusters Score -1.404493e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -14046121.000000 Penalty: 5731.002930
	Iteration 3Q: 3 clusters Score -1.404612e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -14047328.000000 Penalty: 5731.002930
	Iteration 4Q: 3 clusters Score -1.404733e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -14048798.000000 Penalty: 5731.002930
	Iteration 5Q: 3 clusters Score -1.40488e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -14050510.000000 Penalty: 5731.002930
	Iteration 6Q: 3 clusters Score -1.405051e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -14053137.000000 Penalty: 5731.002930
	Iteration 7Q: 3 clusters Score -1.405314e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -14057002.000000 Penalty: 5731.002930
	Iteration 8F: 3 clusters Score -1.4057e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -14062998.000000 Penalty: 5731.002930
	Iteration 9F: 3 clusters Score -1.4063e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -14069077.000000 Penalty: 5731.002930
	Iteration 10F: 3 clusters Score -1.406908e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -14072819.000000 Penalty: 5731.002930
	Iteration 11F: 3 clusters Score -1.407282e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -14074362.000000 Penalty: 5731.002930
	Iteration 12Q: 3 clusters Score -1.407436e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -14075281.000000 Penalty: 5731.002930
	Iteration 13Q: 3 clusters Score -1.407528e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -14075899.000000 Penalty: 5731.002930
	Iteration 14Q: 3 clusters Score -1.40759e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -14076502.000000 Penalty: 5731.002930
	Iteration 15Q: 3 clusters Score -1.40765e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -14077050.000000 Penalty: 5731.002930
	Iteration 16Q: 3 clusters Score -1.407705e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -14077602.000000 Penalty: 5731.002930
	Iteration 17Q: 3 clusters Score -1.40776e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -14077979.000000 Penalty: 5731.002930
	Iteration 18Q: 3 clusters Score -1.407798e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -14078440.000000 Penalty: 5731.002930
	Iteration 19Q: 3 clusters Score -1.407844e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -14078828.000000 Penalty: 5731.002930
	Iteration 20F: 3 clusters Score -1.407883e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -14079146.000000 Penalty: 5731.002930
	Iteration 21Q: 3 clusters Score -1.407915e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -14079445.000000 Penalty: 5731.002930
	Iteration 22Q: 3 clusters Score -1.407944e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -14079800.000000 Penalty: 5731.002930
	Iteration 23Q: 3 clusters Score -1.40798e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -14080107.000000 Penalty: 5731.002930
	Iteration 24Q: 3 clusters Score -1.408011e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -14080350.000000 Penalty: 5731.002930
	Iteration 25Q: 3 clusters Score -1.408035e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -14080571.000000 Penalty: 5731.002930
	Iteration 26Q: 3 clusters Score -1.408057e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -14080826.000000 Penalty: 5731.002930
	Iteration 27Q: 3 clusters Score -1.408083e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -14081033.000000 Penalty: 5731.002930
	Iteration 28Q: 3 clusters Score -1.408103e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -14081170.000000 Penalty: 5731.002930
	Iteration 29Q: 3 clusters Score -1.408117e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -14081265.000000 Penalty: 5731.002930
	Iteration 30Q: 3 clusters Score -1.408126e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -14081443.000000 Penalty: 5731.002930
	Iteration 31Q: 3 clusters Score -1.408144e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -14081565.000000 Penalty: 5731.002930
	Iteration 32Q: 3 clusters Score -1.408156e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -14081727.000000 Penalty: 5731.002930
	Iteration 33Q: 3 clusters Score -1.408173e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -14081835.000000 Penalty: 5731.002930
	Iteration 34Q: 3 clusters Score -1.408184e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -14081943.000000 Penalty: 5731.002930
	Iteration 35Q: 3 clusters Score -1.408194e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -14082066.000000 Penalty: 5731.002930
	Iteration 36Q: 3 clusters Score -1.408207e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -14082124.000000 Penalty: 5731.002930
	Iteration 37Q: 3 clusters Score -1.408212e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -14082189.000000 Penalty: 5731.002930
	Iteration 38Q: 3 clusters Score -1.408219e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -14082214.000000 Penalty: 5731.002930
	Iteration 39Q: 3 clusters Score -1.408221e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -14082298.000000 Penalty: 5731.002930
	Iteration 40F: 3 clusters Score -1.40823e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -14082327.000000 Penalty: 5731.002930
	Iteration 41Q: 3 clusters Score -1.408233e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -14082396.000000 Penalty: 5731.002930
	Iteration 42Q: 3 clusters Score -1.40824e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -14082443.000000 Penalty: 5731.002930
	Iteration 43Q: 3 clusters Score -1.408244e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -14082493.000000 Penalty: 5731.002930
	Iteration 44Q: 3 clusters Score -1.408249e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -14082516.000000 Penalty: 5731.002930
	Iteration 45Q: 3 clusters Score -1.408252e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -14082532.000000 Penalty: 5731.002930
	Iteration 46Q: 3 clusters Score -1.408253e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -14082550.000000 Penalty: 5731.002930
	Iteration 47Q: 3 clusters Score -1.408255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -14082584.000000 Penalty: 5731.002930
	Iteration 48Q: 3 clusters Score -1.408258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -14082583.000000 Penalty: 5731.002930
	Iteration 49Q: 3 clusters Score -1.408258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -14082593.000000 Penalty: 5731.002930
	Iteration 50Q: 3 clusters Score -1.408259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -14082619.000000 Penalty: 5731.002930
	Iteration 51Q: 3 clusters Score -1.408262e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -14082637.000000 Penalty: 5731.002930
	Iteration 52Q: 3 clusters Score -1.408264e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -14082666.000000 Penalty: 5731.002930
	Iteration 53Q: 3 clusters Score -1.408267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -14082681.000000 Penalty: 5731.002930
	Iteration 54Q: 3 clusters Score -1.408268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -14082687.000000 Penalty: 5731.002930
	Iteration 55Q: 3 clusters Score -1.408269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -14082696.000000 Penalty: 5731.002930
	Iteration 56Q: 3 clusters Score -1.40827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -14082710.000000 Penalty: 5731.002930
	Iteration 57Q: 3 clusters Score -1.408271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -14082697.000000 Penalty: 5731.002930
	Iteration 58Q: 3 clusters Score -1.40827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -14082715.000000 Penalty: 5731.002930
	Iteration 59Q: 3 clusters Score -1.408272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -14082726.000000 Penalty: 5731.002930
	Iteration 60F: 3 clusters Score -1.408273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -14082722.000000 Penalty: 5731.002930
	Iteration 61Q: 3 clusters Score -1.408272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -14082731.000000 Penalty: 5731.002930
	Iteration 62Q: 3 clusters Score -1.408273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -14082721.000000 Penalty: 5731.002930
	Iteration 63Q: 3 clusters Score -1.408272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -14082729.000000 Penalty: 5731.002930
	Iteration 64Q: 3 clusters Score -1.408273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -14082712.000000 Penalty: 5731.002930
	Iteration 65Q: 3 clusters Score -1.408271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -14082721.000000 Penalty: 5731.002930
	Iteration 66Q: 3 clusters Score -1.408272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -14082718.000000 Penalty: 5731.002930
	Iteration 67Q: 3 clusters Score -1.408272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -14082719.000000 Penalty: 5731.002930
	Iteration 68Q: 3 clusters Score -1.408272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -14082725.000000 Penalty: 5731.002930
	Iteration 69Q: 3 clusters Score -1.408272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -14082724.000000 Penalty: 5731.002930
	Iteration 70Q: 3 clusters Score -1.408272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -14082744.000000 Penalty: 5731.002930
	Iteration 71Q: 3 clusters Score -1.408274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -14082749.000000 Penalty: 5731.002930
	Iteration 72Q: 3 clusters Score -1.408275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -14082754.000000 Penalty: 5731.002930
	Iteration 73Q: 3 clusters Score -1.408275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -14082765.000000 Penalty: 5731.002930
	Iteration 74Q: 3 clusters Score -1.408276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -14082776.000000 Penalty: 5731.002930
	Iteration 75Q: 3 clusters Score -1.408278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -14082770.000000 Penalty: 5731.002930
	Iteration 76Q: 3 clusters Score -1.408277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -14082768.000000 Penalty: 5731.002930
	Iteration 77Q: 3 clusters Score -1.408277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -14082759.000000 Penalty: 5731.002930
	Iteration 78Q: 3 clusters Score -1.408276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -14082762.000000 Penalty: 5731.002930
	Iteration 79Q: 3 clusters Score -1.408276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -14082761.000000 Penalty: 5731.002930
	Iteration 80F: 3 clusters Score -1.408276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -14082757.000000 Penalty: 5731.002930
	Iteration 81Q: 3 clusters Score -1.408276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -14082764.000000 Penalty: 5731.002930
	Iteration 82Q: 3 clusters Score -1.408276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -14082759.000000 Penalty: 5731.002930
	Iteration 83Q: 3 clusters Score -1.408276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -14082773.000000 Penalty: 5731.002930
	Iteration 84Q: 3 clusters Score -1.408277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -14082780.000000 Penalty: 5731.002930
	Iteration 85Q: 3 clusters Score -1.408278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -14082784.000000 Penalty: 5731.002930
	Iteration 86Q: 3 clusters Score -1.408278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 102977 members 
Entering Unmasked Estep 
Score: -14082776.000000 Penalty: 5731.002930
	Iteration 87Q: 3 clusters Score -1.408278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -14082774.000000 Penalty: 5731.002930
	Iteration 88Q: 3 clusters Score -1.408277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -14082778.000000 Penalty: 5731.002930
	Iteration 89Q: 3 clusters Score -1.408278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -14082778.000000 Penalty: 5731.002930
	Iteration 90F: 3 clusters Score -1.408278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Entering Unmasked Estep 
Score: -1289756.625000 Penalty: 2264.212646
	Iteration 0F: 2 clusters Score -1289757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1282570.875000 Penalty: 4528.425293
	Iteration 0F: 3 clusters Score -1282571 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1284585.000000 Penalty: 4528.425293
	Iteration 1F: 3 clusters Score -1284585 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1284859.500000 Penalty: 4528.425293
	Iteration 2F: 3 clusters Score -1284860 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1285022.500000 Penalty: 4528.425293
	Iteration 3Q: 3 clusters Score -1285022 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1285165.000000 Penalty: 4528.425293
	Iteration 4Q: 3 clusters Score -1285165 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1285281.875000 Penalty: 4528.425293
	Iteration 5Q: 3 clusters Score -1285282 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1285388.125000 Penalty: 4528.425293
	Iteration 6Q: 3 clusters Score -1285388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1285490.250000 Penalty: 4528.425293
	Iteration 7Q: 3 clusters Score -1285490 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1285590.375000 Penalty: 4528.425293
	Iteration 8Q: 3 clusters Score -1285590 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1285687.375000 Penalty: 4528.425293
	Iteration 9Q: 3 clusters Score -1285687 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1285790.750000 Penalty: 4528.425293
	Iteration 10Q: 3 clusters Score -1285791 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1285931.750000 Penalty: 4528.425293
	Iteration 11Q: 3 clusters Score -1285932 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1286103.625000 Penalty: 4528.425293
	Iteration 12Q: 3 clusters Score -1286104 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1286309.750000 Penalty: 4528.425293
	Iteration 13Q: 3 clusters Score -1286310 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1286536.375000 Penalty: 4528.425293
	Iteration 14Q: 3 clusters Score -1286536 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1286748.000000 Penalty: 4528.425293
	Iteration 15Q: 3 clusters Score -1286748 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1286954.625000 Penalty: 4528.425293
	Iteration 16Q: 3 clusters Score -1286955 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1287141.000000 Penalty: 4528.425293
	Iteration 17Q: 3 clusters Score -1287141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1287292.625000 Penalty: 4528.425293
	Iteration 18Q: 3 clusters Score -1287293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1287424.500000 Penalty: 4528.425293
	Iteration 19Q: 3 clusters Score -1287424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1287517.875000 Penalty: 4528.425293
	Iteration 20F: 3 clusters Score -1287518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1287576.625000 Penalty: 4528.425293
	Iteration 21Q: 3 clusters Score -1287577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1287613.000000 Penalty: 4528.425293
	Iteration 22Q: 3 clusters Score -1287613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1287648.500000 Penalty: 4528.425293
	Iteration 23Q: 3 clusters Score -1287648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1287679.750000 Penalty: 4528.425293
	Iteration 24Q: 3 clusters Score -1287680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1287703.750000 Penalty: 4528.425293
	Iteration 25Q: 3 clusters Score -1287704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1287726.625000 Penalty: 4528.425293
	Iteration 26Q: 3 clusters Score -1287727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1287740.375000 Penalty: 4528.425293
	Iteration 27Q: 3 clusters Score -1287740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1287752.875000 Penalty: 4528.425293
	Iteration 28Q: 3 clusters Score -1287753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1287762.500000 Penalty: 4528.425293
	Iteration 29Q: 3 clusters Score -1287762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1287773.250000 Penalty: 4528.425293
	Iteration 30Q: 3 clusters Score -1287773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1287782.750000 Penalty: 4528.425293
	Iteration 31Q: 3 clusters Score -1287783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1287784.750000 Penalty: 4528.425293
	Iteration 32Q: 3 clusters Score -1287785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1287785.375000 Penalty: 4528.425293
	Iteration 33Q: 3 clusters Score -1287785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1287785.375000 Penalty: 4528.425293
	Iteration 34F: 3 clusters Score -1287785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -491062.562500 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -491062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -487230.500000 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -487230.5 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -488142.718750 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -488142.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -488310.531250 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -488310.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -488410.468750 Penalty: 4104.460449
	Iteration 3Q: 3 clusters Score -488410.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -488476.968750 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -488477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -488522.500000 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -488522.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -488555.312500 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -488555.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -488577.281250 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -488577.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -488593.687500 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -488593.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -488612.281250 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -488612.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -488632.937500 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -488632.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488651.312500 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -488651.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -488668.062500 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -488668.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -488677.906250 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -488677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -488687.000000 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -488687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -488698.531250 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -488698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -488710.375000 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -488710.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -488721.250000 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -488721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -488729.656250 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -488729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -488744.031250 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -488744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -488762.000000 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -488762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -488780.156250 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -488780.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -488795.031250 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -488795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -488815.500000 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -488815.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -488838.750000 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -488838.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -488864.343750 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -488864.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -488896.406250 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -488896.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -488924.375000 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -488924.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -488954.062500 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -488954.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -488987.625000 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -488987.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -489011.937500 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -489011.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -489033.031250 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -489033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -489054.531250 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -489054.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -489075.500000 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -489075.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -489094.250000 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -489094.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -489118.000000 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -489118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -489134.156250 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -489134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -489150.187500 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -489150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -489164.000000 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -489164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -489179.750000 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -489179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -489198.375000 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -489198.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -489221.593750 Penalty: 4104.460449
	Iteration 41Q: 3 clusters Score -489221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -489236.500000 Penalty: 4104.460449
	Iteration 42Q: 3 clusters Score -489236.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -489249.906250 Penalty: 4104.460449
	Iteration 43Q: 3 clusters Score -489249.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -489260.062500 Penalty: 4104.460449
	Iteration 44Q: 3 clusters Score -489260.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -489270.718750 Penalty: 4104.460449
	Iteration 45Q: 3 clusters Score -489270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -489277.625000 Penalty: 4104.460449
	Iteration 46Q: 3 clusters Score -489277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -489284.531250 Penalty: 4104.460449
	Iteration 47Q: 3 clusters Score -489284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -489288.968750 Penalty: 4104.460449
	Iteration 48Q: 3 clusters Score -489289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -489295.937500 Penalty: 4104.460449
	Iteration 49Q: 3 clusters Score -489295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -489299.968750 Penalty: 4104.460449
	Iteration 50Q: 3 clusters Score -489300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -489305.312500 Penalty: 4104.460449
	Iteration 51Q: 3 clusters Score -489305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -489311.031250 Penalty: 4104.460449
	Iteration 52Q: 3 clusters Score -489311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -489313.718750 Penalty: 4104.460449
	Iteration 53Q: 3 clusters Score -489313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -489315.687500 Penalty: 4104.460449
	Iteration 54Q: 3 clusters Score -489315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -489318.437500 Penalty: 4104.460449
	Iteration 55Q: 3 clusters Score -489318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -489319.062500 Penalty: 4104.460449
	Iteration 56Q: 3 clusters Score -489319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -489319.531250 Penalty: 4104.460449
	Iteration 57Q: 3 clusters Score -489319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -489319.531250 Penalty: 4104.460449
	Iteration 58F: 3 clusters Score -489319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340253.031250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -340253 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 1282 members 
Entering Unmasked Estep 
Score: -337243.250000 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -337243.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -337812.812500 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -337812.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -337990.343750 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -337990.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -338090.062500 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -338090.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338202.437500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -338202.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -338278.531250 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -338278.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -338347.156250 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -338347.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -338407.500000 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -338407.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -338451.562500 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -338451.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -338488.656250 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -338488.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -338524.500000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -338524.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -338561.531250 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -338561.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -338586.062500 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -338586.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -338600.656250 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -338600.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -338618.906250 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -338618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -338641.812500 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -338641.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -338663.406250 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -338663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -338683.843750 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -338683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -338698.375000 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -338698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -338709.437500 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -338709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -338714.093750 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -338714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -338719.625000 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -338719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -338727.062500 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -338727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -338729.000000 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -338729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -338731.468750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -338731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -338732.343750 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -338732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -338734.406250 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -338734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -338736.750000 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -338736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -338738.468750 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -338738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -338740.125000 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -338740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -338741.406250 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -338741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -338742.000000 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -338742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -338742.000000 Penalty: 3891.520508
	Iteration 32F: 3 clusters Score -338742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Entering Unmasked Estep 
Score: -19262388.000000 Penalty: 2945.407715
	Iteration 0F: 2 clusters Score -1.926239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -19167258.000000 Penalty: 5890.815430
	Iteration 0F: 3 clusters Score -1.916726e+07 nChanged 68662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -19206944.000000 Penalty: 5890.815430
	Iteration 1F: 3 clusters Score -1.920694e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -19207670.000000 Penalty: 5890.815430
	Iteration 2Q: 3 clusters Score -1.920767e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -19208428.000000 Penalty: 5890.815430
	Iteration 3Q: 3 clusters Score -1.920843e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -19209106.000000 Penalty: 5890.815430
	Iteration 4Q: 3 clusters Score -1.920911e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -19209820.000000 Penalty: 5890.815430
	Iteration 5Q: 3 clusters Score -1.920982e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -19210836.000000 Penalty: 5890.815430
	Iteration 6Q: 3 clusters Score -1.921084e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -19212238.000000 Penalty: 5890.815430
	Iteration 7Q: 3 clusters Score -1.921224e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -19214282.000000 Penalty: 5890.815430
	Iteration 8Q: 3 clusters Score -1.921428e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -19217448.000000 Penalty: 5890.815430
	Iteration 9Q: 3 clusters Score -1.921745e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -19221918.000000 Penalty: 5890.815430
	Iteration 10F: 3 clusters Score -1.922192e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -19227830.000000 Penalty: 5890.815430
	Iteration 11F: 3 clusters Score -1.922783e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -19234528.000000 Penalty: 5890.815430
	Iteration 12F: 3 clusters Score -1.923453e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -19241154.000000 Penalty: 5890.815430
	Iteration 13F: 3 clusters Score -1.924115e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -19246258.000000 Penalty: 5890.815430
	Iteration 14Q: 3 clusters Score -1.924626e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -19249886.000000 Penalty: 5890.815430
	Iteration 15Q: 3 clusters Score -1.924989e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130772 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -19252684.000000 Penalty: 5890.815430
	Iteration 16Q: 3 clusters Score -1.925268e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -19254608.000000 Penalty: 5890.815430
	Iteration 17Q: 3 clusters Score -1.925461e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -19256250.000000 Penalty: 5890.815430
	Iteration 18Q: 3 clusters Score -1.925625e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138959 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -19257462.000000 Penalty: 5890.815430
	Iteration 19Q: 3 clusters Score -1.925746e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -19258308.000000 Penalty: 5890.815430
	Iteration 20F: 3 clusters Score -1.925831e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19258754.000000 Penalty: 5890.815430
	Iteration 21Q: 3 clusters Score -1.925875e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19259056.000000 Penalty: 5890.815430
	Iteration 22Q: 3 clusters Score -1.925906e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19259338.000000 Penalty: 5890.815430
	Iteration 23Q: 3 clusters Score -1.925934e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19259466.000000 Penalty: 5890.815430
	Iteration 24Q: 3 clusters Score -1.925947e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142942 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19259576.000000 Penalty: 5890.815430
	Iteration 25Q: 3 clusters Score -1.925958e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19259674.000000 Penalty: 5890.815430
	Iteration 26Q: 3 clusters Score -1.925967e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19259746.000000 Penalty: 5890.815430
	Iteration 27Q: 3 clusters Score -1.925975e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19259790.000000 Penalty: 5890.815430
	Iteration 28Q: 3 clusters Score -1.925979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19259816.000000 Penalty: 5890.815430
	Iteration 29Q: 3 clusters Score -1.925982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19259828.000000 Penalty: 5890.815430
	Iteration 30Q: 3 clusters Score -1.925983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -19259860.000000 Penalty: 5890.815430
	Iteration 31Q: 3 clusters Score -1.925986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -19259866.000000 Penalty: 5890.815430
	Iteration 32Q: 3 clusters Score -1.925987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143314 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -19259872.000000 Penalty: 5890.815430
	Iteration 33Q: 3 clusters Score -1.925987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19259870.000000 Penalty: 5890.815430
	Iteration 34Q: 3 clusters Score -1.925987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19259876.000000 Penalty: 5890.815430
	Iteration 35Q: 3 clusters Score -1.925988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19259880.000000 Penalty: 5890.815430
	Iteration 36Q: 3 clusters Score -1.925988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143336 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19259884.000000 Penalty: 5890.815430
	Iteration 37Q: 3 clusters Score -1.925988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19259890.000000 Penalty: 5890.815430
	Iteration 38Q: 3 clusters Score -1.925989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19259884.000000 Penalty: 5890.815430
	Iteration 39Q: 3 clusters Score -1.925988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19259894.000000 Penalty: 5890.815430
	Iteration 40F: 3 clusters Score -1.925989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19259906.000000 Penalty: 5890.815430
	Iteration 41Q: 3 clusters Score -1.925991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19259906.000000 Penalty: 5890.815430
	Iteration 42Q: 3 clusters Score -1.925991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19259904.000000 Penalty: 5890.815430
	Iteration 43Q: 3 clusters Score -1.92599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19259898.000000 Penalty: 5890.815430
	Iteration 44Q: 3 clusters Score -1.92599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19259902.000000 Penalty: 5890.815430
	Iteration 45Q: 3 clusters Score -1.92599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19259910.000000 Penalty: 5890.815430
	Iteration 46Q: 3 clusters Score -1.925991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19259910.000000 Penalty: 5890.815430
	Iteration 47F: 3 clusters Score -1.925991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Entering Unmasked Estep 
Score: -8181157.000000 Penalty: 2739.930908
	Iteration 0F: 2 clusters Score -8181157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8139067.000000 Penalty: 5479.861816
	Iteration 0F: 3 clusters Score -8139067 nChanged 29255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8155177.500000 Penalty: 5479.861816
	Iteration 1F: 3 clusters Score -8155178 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -8155768.000000 Penalty: 5479.861816
	Iteration 2Q: 3 clusters Score -8155768 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -8156241.500000 Penalty: 5479.861816
	Iteration 3Q: 3 clusters Score -8156242 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -8156733.500000 Penalty: 5479.861816
	Iteration 4Q: 3 clusters Score -8156734 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8157160.000000 Penalty: 5479.861816
	Iteration 5Q: 3 clusters Score -8157160 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -8157642.500000 Penalty: 5479.861816
	Iteration 6Q: 3 clusters Score -8157642 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -8158193.000000 Penalty: 5479.861816
	Iteration 7Q: 3 clusters Score -8158193 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8159047.500000 Penalty: 5479.861816
	Iteration 8Q: 3 clusters Score -8159048 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8160170.000000 Penalty: 5479.861816
	Iteration 9Q: 3 clusters Score -8160170 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -8161682.500000 Penalty: 5479.861816
	Iteration 10F: 3 clusters Score -8161682 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8163646.000000 Penalty: 5479.861816
	Iteration 11F: 3 clusters Score -8163646 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8165803.500000 Penalty: 5479.861816
	Iteration 12F: 3 clusters Score -8165804 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -8168043.500000 Penalty: 5479.861816
	Iteration 13F: 3 clusters Score -8168044 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -8170139.000000 Penalty: 5479.861816
	Iteration 14F: 3 clusters Score -8170139 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -8172274.500000 Penalty: 5479.861816
	Iteration 15Q: 3 clusters Score -8172274 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -8174629.000000 Penalty: 5479.861816
	Iteration 16Q: 3 clusters Score -8174629 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -8176761.000000 Penalty: 5479.861816
	Iteration 17Q: 3 clusters Score -8176761 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -8178111.500000 Penalty: 5479.861816
	Iteration 18Q: 3 clusters Score -8178112 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -8178588.500000 Penalty: 5479.861816
	Iteration 19Q: 3 clusters Score -8178588 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -8178795.000000 Penalty: 5479.861816
	Iteration 20F: 3 clusters Score -8178795 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -8178897.000000 Penalty: 5479.861816
	Iteration 21Q: 3 clusters Score -8178897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8178971.000000 Penalty: 5479.861816
	Iteration 22Q: 3 clusters Score -8178971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -8178999.000000 Penalty: 5479.861816
	Iteration 23Q: 3 clusters Score -8178999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8179023.500000 Penalty: 5479.861816
	Iteration 24Q: 3 clusters Score -8179024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8179023.500000 Penalty: 5479.861816
	Iteration 25Q: 3 clusters Score -8179024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -8179035.000000 Penalty: 5479.861816
	Iteration 26Q: 3 clusters Score -8179035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -8179045.500000 Penalty: 5479.861816
	Iteration 27Q: 3 clusters Score -8179046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -8179053.000000 Penalty: 5479.861816
	Iteration 28Q: 3 clusters Score -8179053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8179061.000000 Penalty: 5479.861816
	Iteration 29Q: 3 clusters Score -8179061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -8179050.500000 Penalty: 5479.861816
	Iteration 30Q: 3 clusters Score -8179050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8179049.500000 Penalty: 5479.861816
	Iteration 31Q: 3 clusters Score -8179050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -8179051.500000 Penalty: 5479.861816
	Iteration 32Q: 3 clusters Score -8179052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -8179051.500000 Penalty: 5479.861816
	Iteration 33F: 3 clusters Score -8179052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Entering Unmasked Estep 
Score: -18186780.000000 Penalty: 2930.855713
	Iteration 0F: 2 clusters Score -1.818678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -18096252.000000 Penalty: 5861.711426
	Iteration 0F: 3 clusters Score -1.809625e+07 nChanged 64799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -18133510.000000 Penalty: 5861.711426
	Iteration 1F: 3 clusters Score -1.813351e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -18134594.000000 Penalty: 5861.711426
	Iteration 2Q: 3 clusters Score -1.813459e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -18136208.000000 Penalty: 5861.711426
	Iteration 3Q: 3 clusters Score -1.813621e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -18138632.000000 Penalty: 5861.711426
	Iteration 4Q: 3 clusters Score -1.813863e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -18142806.000000 Penalty: 5861.711426
	Iteration 5F: 3 clusters Score -1.814281e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -18149414.000000 Penalty: 5861.711426
	Iteration 6F: 3 clusters Score -1.814941e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -18158198.000000 Penalty: 5861.711426
	Iteration 7F: 3 clusters Score -1.81582e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -18167134.000000 Penalty: 5861.711426
	Iteration 8F: 3 clusters Score -1.816713e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -18173742.000000 Penalty: 5861.711426
	Iteration 9F: 3 clusters Score -1.817374e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114602 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -18178148.000000 Penalty: 5861.711426
	Iteration 10Q: 3 clusters Score -1.817815e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -18180402.000000 Penalty: 5861.711426
	Iteration 11Q: 3 clusters Score -1.81804e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -18181746.000000 Penalty: 5861.711426
	Iteration 12Q: 3 clusters Score -1.818175e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -18182778.000000 Penalty: 5861.711426
	Iteration 13Q: 3 clusters Score -1.818278e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121616 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -18183550.000000 Penalty: 5861.711426
	Iteration 14Q: 3 clusters Score -1.818355e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -18183998.000000 Penalty: 5861.711426
	Iteration 15Q: 3 clusters Score -1.8184e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -18184308.000000 Penalty: 5861.711426
	Iteration 16Q: 3 clusters Score -1.818431e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124222 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -18184618.000000 Penalty: 5861.711426
	Iteration 17Q: 3 clusters Score -1.818462e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -18184756.000000 Penalty: 5861.711426
	Iteration 18Q: 3 clusters Score -1.818476e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125484 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -18184892.000000 Penalty: 5861.711426
	Iteration 19Q: 3 clusters Score -1.818489e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125997 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -18185050.000000 Penalty: 5861.711426
	Iteration 20F: 3 clusters Score -1.818505e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -18185156.000000 Penalty: 5861.711426
	Iteration 21Q: 3 clusters Score -1.818516e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -18185216.000000 Penalty: 5861.711426
	Iteration 22Q: 3 clusters Score -1.818522e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -18185320.000000 Penalty: 5861.711426
	Iteration 23Q: 3 clusters Score -1.818532e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -18185386.000000 Penalty: 5861.711426
	Iteration 24Q: 3 clusters Score -1.818539e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -18185472.000000 Penalty: 5861.711426
	Iteration 25Q: 3 clusters Score -1.818547e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -18185522.000000 Penalty: 5861.711426
	Iteration 26Q: 3 clusters Score -1.818552e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -18185596.000000 Penalty: 5861.711426
	Iteration 27Q: 3 clusters Score -1.81856e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -18185590.000000 Penalty: 5861.711426
	Iteration 28Q: 3 clusters Score -1.818559e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -18185606.000000 Penalty: 5861.711426
	Iteration 29Q: 3 clusters Score -1.818561e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129117 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -18185630.000000 Penalty: 5861.711426
	Iteration 30Q: 3 clusters Score -1.818563e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -18185634.000000 Penalty: 5861.711426
	Iteration 31Q: 3 clusters Score -1.818563e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129478 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -18185664.000000 Penalty: 5861.711426
	Iteration 32Q: 3 clusters Score -1.818566e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -18185678.000000 Penalty: 5861.711426
	Iteration 33Q: 3 clusters Score -1.818568e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 34Q: 3 clusters Score -1.818573e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -18185702.000000 Penalty: 5861.711426
	Iteration 35Q: 3 clusters Score -1.81857e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -18185694.000000 Penalty: 5861.711426
	Iteration 36Q: 3 clusters Score -1.818569e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130182 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -18185700.000000 Penalty: 5861.711426
	Iteration 37Q: 3 clusters Score -1.81857e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130282 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -18185702.000000 Penalty: 5861.711426
	Iteration 38Q: 3 clusters Score -1.81857e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130378 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -18185714.000000 Penalty: 5861.711426
	Iteration 39Q: 3 clusters Score -1.818571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -18185688.000000 Penalty: 5861.711426
	Iteration 40F: 3 clusters Score -1.818569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -18185704.000000 Penalty: 5861.711426
	Iteration 41Q: 3 clusters Score -1.81857e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 42Q: 3 clusters Score -1.818572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130646 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -18185722.000000 Penalty: 5861.711426
	Iteration 43Q: 3 clusters Score -1.818572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130696 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -18185696.000000 Penalty: 5861.711426
	Iteration 44Q: 3 clusters Score -1.81857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -18185708.000000 Penalty: 5861.711426
	Iteration 45Q: 3 clusters Score -1.818571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -18185708.000000 Penalty: 5861.711426
	Iteration 46Q: 3 clusters Score -1.818571e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130828 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -18185710.000000 Penalty: 5861.711426
	Iteration 47Q: 3 clusters Score -1.818571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -18185706.000000 Penalty: 5861.711426
	Iteration 48Q: 3 clusters Score -1.818571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -18185722.000000 Penalty: 5861.711426
	Iteration 49Q: 3 clusters Score -1.818572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -18185692.000000 Penalty: 5861.711426
	Iteration 50Q: 3 clusters Score -1.818569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -18185702.000000 Penalty: 5861.711426
	Iteration 51Q: 3 clusters Score -1.81857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131022 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -18185692.000000 Penalty: 5861.711426
	Iteration 52Q: 3 clusters Score -1.818569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -18185688.000000 Penalty: 5861.711426
	Iteration 53Q: 3 clusters Score -1.818569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -18185690.000000 Penalty: 5861.711426
	Iteration 54Q: 3 clusters Score -1.818569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -18185696.000000 Penalty: 5861.711426
	Iteration 55Q: 3 clusters Score -1.81857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -18185702.000000 Penalty: 5861.711426
	Iteration 56Q: 3 clusters Score -1.81857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -18185704.000000 Penalty: 5861.711426
	Iteration 57Q: 3 clusters Score -1.81857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -18185702.000000 Penalty: 5861.711426
	Iteration 58Q: 3 clusters Score -1.81857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -18185688.000000 Penalty: 5861.711426
	Iteration 59Q: 3 clusters Score -1.818569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -18185700.000000 Penalty: 5861.711426
	Iteration 60F: 3 clusters Score -1.81857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131127 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -18185692.000000 Penalty: 5861.711426
	Iteration 61Q: 3 clusters Score -1.818569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -18185688.000000 Penalty: 5861.711426
	Iteration 62Q: 3 clusters Score -1.818569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -18185682.000000 Penalty: 5861.711426
	Iteration 63Q: 3 clusters Score -1.818568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18185696.000000 Penalty: 5861.711426
	Iteration 64Q: 3 clusters Score -1.81857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -18185716.000000 Penalty: 5861.711426
	Iteration 65Q: 3 clusters Score -1.818572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -18185704.000000 Penalty: 5861.711426
	Iteration 66Q: 3 clusters Score -1.81857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131171 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -18185720.000000 Penalty: 5861.711426
	Iteration 67Q: 3 clusters Score -1.818572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -18185720.000000 Penalty: 5861.711426
	Iteration 68Q: 3 clusters Score -1.818572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -18185720.000000 Penalty: 5861.711426
	Iteration 69Q: 3 clusters Score -1.818572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131194 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -18185726.000000 Penalty: 5861.711426
	Iteration 70Q: 3 clusters Score -1.818573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -18185722.000000 Penalty: 5861.711426
	Iteration 71Q: 3 clusters Score -1.818572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 72Q: 3 clusters Score -1.818573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131212 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -18185712.000000 Penalty: 5861.711426
	Iteration 73Q: 3 clusters Score -1.818571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -18185716.000000 Penalty: 5861.711426
	Iteration 74Q: 3 clusters Score -1.818572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -18185718.000000 Penalty: 5861.711426
	Iteration 75Q: 3 clusters Score -1.818572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131224 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 76Q: 3 clusters Score -1.818573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -18185736.000000 Penalty: 5861.711426
	Iteration 77Q: 3 clusters Score -1.818574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -18185742.000000 Penalty: 5861.711426
	Iteration 78Q: 3 clusters Score -1.818574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -18185756.000000 Penalty: 5861.711426
	Iteration 79Q: 3 clusters Score -1.818576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131241 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 80F: 3 clusters Score -1.818574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18185734.000000 Penalty: 5861.711426
	Iteration 81Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 82Q: 3 clusters Score -1.818573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -18185734.000000 Penalty: 5861.711426
	Iteration 83Q: 3 clusters Score -1.818573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 84Q: 3 clusters Score -1.818574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -18185744.000000 Penalty: 5861.711426
	Iteration 85Q: 3 clusters Score -1.818574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131278 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 86Q: 3 clusters Score -1.818574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -18185746.000000 Penalty: 5861.711426
	Iteration 87Q: 3 clusters Score -1.818575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 88Q: 3 clusters Score -1.818574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131302 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -18185742.000000 Penalty: 5861.711426
	Iteration 89Q: 3 clusters Score -1.818574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131309 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 90Q: 3 clusters Score -1.818573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131315 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 91Q: 3 clusters Score -1.818572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131316 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 92Q: 3 clusters Score -1.818573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131318 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -18185732.000000 Penalty: 5861.711426
	Iteration 93Q: 3 clusters Score -1.818573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 94Q: 3 clusters Score -1.818573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -18185736.000000 Penalty: 5861.711426
	Iteration 95Q: 3 clusters Score -1.818574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 96Q: 3 clusters Score -1.818573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 97Q: 3 clusters Score -1.818572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -18185730.000000 Penalty: 5861.711426
	Iteration 98Q: 3 clusters Score -1.818573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131346 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 99Q: 3 clusters Score -1.818572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131349 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -18185726.000000 Penalty: 5861.711426
	Iteration 100F: 3 clusters Score -1.818573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131351 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 101Q: 3 clusters Score -1.818574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131351 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -18185736.000000 Penalty: 5861.711426
	Iteration 102Q: 3 clusters Score -1.818574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 103Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131357 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -18185732.000000 Penalty: 5861.711426
	Iteration 104Q: 3 clusters Score -1.818573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 105Q: 3 clusters Score -1.818572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131367 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -18185732.000000 Penalty: 5861.711426
	Iteration 106Q: 3 clusters Score -1.818573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131369 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -18185726.000000 Penalty: 5861.711426
	Iteration 107Q: 3 clusters Score -1.818573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131373 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 108Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131378 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -18185724.000000 Penalty: 5861.711426
	Iteration 109Q: 3 clusters Score -1.818572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131382 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -18185720.000000 Penalty: 5861.711426
	Iteration 110Q: 3 clusters Score -1.818572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -18185712.000000 Penalty: 5861.711426
	Iteration 111Q: 3 clusters Score -1.818571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131390 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -18185712.000000 Penalty: 5861.711426
	Iteration 112Q: 3 clusters Score -1.818571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -18185734.000000 Penalty: 5861.711426
	Iteration 113Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131400 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 114Q: 3 clusters Score -1.818574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -18185748.000000 Penalty: 5861.711426
	Iteration 115Q: 3 clusters Score -1.818575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -18185742.000000 Penalty: 5861.711426
	Iteration 116Q: 3 clusters Score -1.818574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131411 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -18185734.000000 Penalty: 5861.711426
	Iteration 117Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -18185740.000000 Penalty: 5861.711426
	Iteration 118Q: 3 clusters Score -1.818574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -18185750.000000 Penalty: 5861.711426
	Iteration 119Q: 3 clusters Score -1.818575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -18185740.000000 Penalty: 5861.711426
	Iteration 120F: 3 clusters Score -1.818574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131429 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -18185740.000000 Penalty: 5861.711426
	Iteration 121Q: 3 clusters Score -1.818574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 122Q: 3 clusters Score -1.818573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131444 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -18185732.000000 Penalty: 5861.711426
	Iteration 123Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131449 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -18185740.000000 Penalty: 5861.711426
	Iteration 124Q: 3 clusters Score -1.818574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131453 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -18185728.000000 Penalty: 5861.711426
	Iteration 125Q: 3 clusters Score -1.818573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -18185726.000000 Penalty: 5861.711426
	Iteration 126Q: 3 clusters Score -1.818573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -18185734.000000 Penalty: 5861.711426
	Iteration 127Q: 3 clusters Score -1.818573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 128Q: 3 clusters Score -1.818574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -18185738.000000 Penalty: 5861.711426
	Iteration 129F: 3 clusters Score -1.818574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Entering Unmasked Estep 
Score: -9170394.000000 Penalty: 2757.267578
	Iteration 0F: 2 clusters Score -9170394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -9125164.000000 Penalty: 5514.535156
	Iteration 0F: 3 clusters Score -9125164 nChanged 31517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -9142843.000000 Penalty: 5514.535156
	Iteration 1F: 3 clusters Score -9142843 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -9143433.000000 Penalty: 5514.535156
	Iteration 2Q: 3 clusters Score -9143433 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -9144060.000000 Penalty: 5514.535156
	Iteration 3Q: 3 clusters Score -9144060 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -9144709.000000 Penalty: 5514.535156
	Iteration 4Q: 3 clusters Score -9144709 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -9145596.000000 Penalty: 5514.535156
	Iteration 5Q: 3 clusters Score -9145596 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -9146725.000000 Penalty: 5514.535156
	Iteration 6Q: 3 clusters Score -9146725 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -9148416.000000 Penalty: 5514.535156
	Iteration 7Q: 3 clusters Score -9148416 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -9150812.000000 Penalty: 5514.535156
	Iteration 8F: 3 clusters Score -9150812 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -9153887.000000 Penalty: 5514.535156
	Iteration 9F: 3 clusters Score -9153887 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9157170.000000 Penalty: 5514.535156
	Iteration 10F: 3 clusters Score -9157170 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -9159753.000000 Penalty: 5514.535156
	Iteration 11F: 3 clusters Score -9159753 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -9161529.000000 Penalty: 5514.535156
	Iteration 12Q: 3 clusters Score -9161529 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -9162608.000000 Penalty: 5514.535156
	Iteration 13Q: 3 clusters Score -9162608 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -9163376.000000 Penalty: 5514.535156
	Iteration 14Q: 3 clusters Score -9163376 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -9164012.000000 Penalty: 5514.535156
	Iteration 15Q: 3 clusters Score -9164012 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -9164635.000000 Penalty: 5514.535156
	Iteration 16Q: 3 clusters Score -9164635 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -9165216.000000 Penalty: 5514.535156
	Iteration 17Q: 3 clusters Score -9165216 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -9165744.000000 Penalty: 5514.535156
	Iteration 18Q: 3 clusters Score -9165744 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -9166152.000000 Penalty: 5514.535156
	Iteration 19Q: 3 clusters Score -9166152 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -9166568.000000 Penalty: 5514.535156
	Iteration 20F: 3 clusters Score -9166568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -9166924.000000 Penalty: 5514.535156
	Iteration 21Q: 3 clusters Score -9166924 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -9167189.000000 Penalty: 5514.535156
	Iteration 22Q: 3 clusters Score -9167189 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -9167413.000000 Penalty: 5514.535156
	Iteration 23Q: 3 clusters Score -9167413 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -9167569.000000 Penalty: 5514.535156
	Iteration 24Q: 3 clusters Score -9167569 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -9167665.000000 Penalty: 5514.535156
	Iteration 25Q: 3 clusters Score -9167665 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -9167752.000000 Penalty: 5514.535156
	Iteration 26Q: 3 clusters Score -9167752 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -9167840.000000 Penalty: 5514.535156
	Iteration 27Q: 3 clusters Score -9167840 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -9167893.000000 Penalty: 5514.535156
	Iteration 28Q: 3 clusters Score -9167893 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -9167930.000000 Penalty: 5514.535156
	Iteration 29Q: 3 clusters Score -9167930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -9167977.000000 Penalty: 5514.535156
	Iteration 30Q: 3 clusters Score -9167977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -9167997.000000 Penalty: 5514.535156
	Iteration 31Q: 3 clusters Score -9167997 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -9168029.000000 Penalty: 5514.535156
	Iteration 32Q: 3 clusters Score -9168029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -9168038.000000 Penalty: 5514.535156
	Iteration 33Q: 3 clusters Score -9168038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -9168068.000000 Penalty: 5514.535156
	Iteration 34Q: 3 clusters Score -9168068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -9168085.000000 Penalty: 5514.535156
	Iteration 35Q: 3 clusters Score -9168085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -9168095.000000 Penalty: 5514.535156
	Iteration 36Q: 3 clusters Score -9168095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -9168109.000000 Penalty: 5514.535156
	Iteration 37Q: 3 clusters Score -9168109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -9168130.000000 Penalty: 5514.535156
	Iteration 38Q: 3 clusters Score -9168130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -9168146.000000 Penalty: 5514.535156
	Iteration 39Q: 3 clusters Score -9168146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -9168162.000000 Penalty: 5514.535156
	Iteration 40F: 3 clusters Score -9168162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -9168178.000000 Penalty: 5514.535156
	Iteration 41Q: 3 clusters Score -9168178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -9168176.000000 Penalty: 5514.535156
	Iteration 42Q: 3 clusters Score -9168176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -9168171.000000 Penalty: 5514.535156
	Iteration 43Q: 3 clusters Score -9168171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -9168184.000000 Penalty: 5514.535156
	Iteration 44Q: 3 clusters Score -9168184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -9168187.000000 Penalty: 5514.535156
	Iteration 45Q: 3 clusters Score -9168187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -9168190.000000 Penalty: 5514.535156
	Iteration 46Q: 3 clusters Score -9168190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -9168196.000000 Penalty: 5514.535156
	Iteration 47Q: 3 clusters Score -9168196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -9168193.000000 Penalty: 5514.535156
	Iteration 48Q: 3 clusters Score -9168193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -9168202.000000 Penalty: 5514.535156
	Iteration 49Q: 3 clusters Score -9168202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -9168206.000000 Penalty: 5514.535156
	Iteration 50Q: 3 clusters Score -9168206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -9168207.000000 Penalty: 5514.535156
	Iteration 51Q: 3 clusters Score -9168207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -9168210.000000 Penalty: 5514.535156
	Iteration 52Q: 3 clusters Score -9168210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -9168207.000000 Penalty: 5514.535156
	Iteration 53Q: 3 clusters Score -9168207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -9168207.000000 Penalty: 5514.535156
	Iteration 54Q: 3 clusters Score -9168207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -9168211.000000 Penalty: 5514.535156
	Iteration 55Q: 3 clusters Score -9168211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -9168211.000000 Penalty: 5514.535156
	Iteration 56Q: 3 clusters Score -9168211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -9168211.000000 Penalty: 5514.535156
	Iteration 57F: 3 clusters Score -9168211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Entering Unmasked Estep 
Score: -23912214.000000 Penalty: 2996.930176
	Iteration 0F: 2 clusters Score -2.391221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -23804492.000000 Penalty: 5993.860352
	Iteration 0F: 3 clusters Score -2.380449e+07 nChanged 84797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -23855418.000000 Penalty: 5993.860352
	Iteration 1F: 3 clusters Score -2.385542e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -23858282.000000 Penalty: 5993.860352
	Iteration 2Q: 3 clusters Score -2.385828e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -23862818.000000 Penalty: 5993.860352
	Iteration 3F: 3 clusters Score -2.386282e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -23869242.000000 Penalty: 5993.860352
	Iteration 4F: 3 clusters Score -2.386924e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 117817 members 
Entering Unmasked Estep 
Score: -23877204.000000 Penalty: 5993.860352
	Iteration 5F: 3 clusters Score -2.38772e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -23886544.000000 Penalty: 5993.860352
	Iteration 6F: 3 clusters Score -2.388654e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -23894842.000000 Penalty: 5993.860352
	Iteration 7F: 3 clusters Score -2.389484e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -23901640.000000 Penalty: 5993.860352
	Iteration 8Q: 3 clusters Score -2.390164e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 145798 members 
Entering Unmasked Estep 
Score: -23906444.000000 Penalty: 5993.860352
	Iteration 9Q: 3 clusters Score -2.390644e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -23908854.000000 Penalty: 5993.860352
	Iteration 10Q: 3 clusters Score -2.390885e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 153346 members 
Entering Unmasked Estep 
Score: -23910276.000000 Penalty: 5993.860352
	Iteration 11Q: 3 clusters Score -2.391028e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -23910946.000000 Penalty: 5993.860352
	Iteration 12Q: 3 clusters Score -2.391095e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -23911488.000000 Penalty: 5993.860352
	Iteration 13Q: 3 clusters Score -2.391149e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -23911806.000000 Penalty: 5993.860352
	Iteration 14Q: 3 clusters Score -2.391181e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -23911888.000000 Penalty: 5993.860352
	Iteration 15Q: 3 clusters Score -2.391189e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -23911888.000000 Penalty: 5993.860352
	Iteration 16Q: 3 clusters Score -2.391189e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -23911788.000000 Penalty: 5993.860352
	Iteration 17Q: 3 clusters Score -2.391179e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -23911650.000000 Penalty: 5993.860352
	Iteration 18Q: 3 clusters Score -2.391165e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -23911610.000000 Penalty: 5993.860352
	Iteration 19Q: 3 clusters Score -2.391161e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -23911474.000000 Penalty: 5993.860352
	Iteration 20F: 3 clusters Score -2.391147e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -23911396.000000 Penalty: 5993.860352
	Iteration 21Q: 3 clusters Score -2.39114e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -23911412.000000 Penalty: 5993.860352
	Iteration 22Q: 3 clusters Score -2.391141e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -23911416.000000 Penalty: 5993.860352
	Iteration 23Q: 3 clusters Score -2.391142e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -23911438.000000 Penalty: 5993.860352
	Iteration 24Q: 3 clusters Score -2.391144e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -23911384.000000 Penalty: 5993.860352
	Iteration 25Q: 3 clusters Score -2.391138e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 173479 members 
Entering Unmasked Estep 
Score: -23911400.000000 Penalty: 5993.860352
	Iteration 26Q: 3 clusters Score -2.39114e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 173797 members 
Entering Unmasked Estep 
Score: -23911328.000000 Penalty: 5993.860352
	Iteration 27Q: 3 clusters Score -2.391133e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -23911328.000000 Penalty: 5993.860352
	Iteration 28Q: 3 clusters Score -2.391133e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 174281 members 
Entering Unmasked Estep 
Score: -23911260.000000 Penalty: 5993.860352
	Iteration 29Q: 3 clusters Score -2.391126e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -23911272.000000 Penalty: 5993.860352
	Iteration 30Q: 3 clusters Score -2.391127e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -23911278.000000 Penalty: 5993.860352
	Iteration 31Q: 3 clusters Score -2.391128e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 174717 members 
Entering Unmasked Estep 
Score: -23911250.000000 Penalty: 5993.860352
	Iteration 32Q: 3 clusters Score -2.391125e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 174810 members 
Entering Unmasked Estep 
Score: -23911248.000000 Penalty: 5993.860352
	Iteration 33Q: 3 clusters Score -2.391125e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -23911240.000000 Penalty: 5993.860352
	Iteration 34Q: 3 clusters Score -2.391124e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -23911170.000000 Penalty: 5993.860352
	Iteration 35Q: 3 clusters Score -2.391117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -23911150.000000 Penalty: 5993.860352
	Iteration 36Q: 3 clusters Score -2.391115e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -23911142.000000 Penalty: 5993.860352
	Iteration 37Q: 3 clusters Score -2.391114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -23911134.000000 Penalty: 5993.860352
	Iteration 38Q: 3 clusters Score -2.391113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 175159 members 
Entering Unmasked Estep 
Score: -23911110.000000 Penalty: 5993.860352
	Iteration 39Q: 3 clusters Score -2.391111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 175201 members 
Entering Unmasked Estep 
Score: -23911070.000000 Penalty: 5993.860352
	Iteration 40F: 3 clusters Score -2.391107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -23911058.000000 Penalty: 5993.860352
	Iteration 41Q: 3 clusters Score -2.391106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 175280 members 
Entering Unmasked Estep 
Score: -23911048.000000 Penalty: 5993.860352
	Iteration 42Q: 3 clusters Score -2.391105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -23911072.000000 Penalty: 5993.860352
	Iteration 43Q: 3 clusters Score -2.391107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -23911052.000000 Penalty: 5993.860352
	Iteration 44Q: 3 clusters Score -2.391105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -23911030.000000 Penalty: 5993.860352
	Iteration 45Q: 3 clusters Score -2.391103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -23911014.000000 Penalty: 5993.860352
	Iteration 46Q: 3 clusters Score -2.391101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 175421 members 
Entering Unmasked Estep 
Score: -23911004.000000 Penalty: 5993.860352
	Iteration 47Q: 3 clusters Score -2.3911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -23911002.000000 Penalty: 5993.860352
	Iteration 48Q: 3 clusters Score -2.3911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -23910980.000000 Penalty: 5993.860352
	Iteration 49Q: 3 clusters Score -2.391098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -23910956.000000 Penalty: 5993.860352
	Iteration 50Q: 3 clusters Score -2.391096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -23910932.000000 Penalty: 5993.860352
	Iteration 51Q: 3 clusters Score -2.391093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -23910938.000000 Penalty: 5993.860352
	Iteration 52Q: 3 clusters Score -2.391094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -23910914.000000 Penalty: 5993.860352
	Iteration 53Q: 3 clusters Score -2.391091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -23910896.000000 Penalty: 5993.860352
	Iteration 54Q: 3 clusters Score -2.39109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -23910896.000000 Penalty: 5993.860352
	Iteration 55Q: 3 clusters Score -2.39109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -23910878.000000 Penalty: 5993.860352
	Iteration 56Q: 3 clusters Score -2.391088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -23910850.000000 Penalty: 5993.860352
	Iteration 57Q: 3 clusters Score -2.391085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 175592 members 
Entering Unmasked Estep 
Score: -23910852.000000 Penalty: 5993.860352
	Iteration 58Q: 3 clusters Score -2.391085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 175605 members 
Entering Unmasked Estep 
Score: -23910884.000000 Penalty: 5993.860352
	Iteration 59Q: 3 clusters Score -2.391088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 175615 members 
Entering Unmasked Estep 
Score: -23910856.000000 Penalty: 5993.860352
	Iteration 60F: 3 clusters Score -2.391086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -23910852.000000 Penalty: 5993.860352
	Iteration 61Q: 3 clusters Score -2.391085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -23910852.000000 Penalty: 5993.860352
	Iteration 62Q: 3 clusters Score -2.391085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -23910846.000000 Penalty: 5993.860352
	Iteration 63Q: 3 clusters Score -2.391085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -23910840.000000 Penalty: 5993.860352
	Iteration 64Q: 3 clusters Score -2.391084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -23910836.000000 Penalty: 5993.860352
	Iteration 65Q: 3 clusters Score -2.391084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 175659 members 
Entering Unmasked Estep 
Score: -23910824.000000 Penalty: 5993.860352
	Iteration 66Q: 3 clusters Score -2.391082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 175664 members 
Entering Unmasked Estep 
Score: -23910818.000000 Penalty: 5993.860352
	Iteration 67Q: 3 clusters Score -2.391082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -23910798.000000 Penalty: 5993.860352
	Iteration 68Q: 3 clusters Score -2.39108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -23910794.000000 Penalty: 5993.860352
	Iteration 69Q: 3 clusters Score -2.391079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -23910790.000000 Penalty: 5993.860352
	Iteration 70Q: 3 clusters Score -2.391079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -23910810.000000 Penalty: 5993.860352
	Iteration 71Q: 3 clusters Score -2.391081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -23910800.000000 Penalty: 5993.860352
	Iteration 72Q: 3 clusters Score -2.39108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -23910800.000000 Penalty: 5993.860352
	Iteration 73F: 3 clusters Score -2.39108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -41938.394531 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -41938.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40621.480469 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -40621.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41051.660156 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -41051.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41344.667969 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -41344.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -41619.390625 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -41619.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -41787.257812 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -41787.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41927.285156 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -41927.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -42059.539062 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -42059.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42127.511719 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -42127.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -42211.964844 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -42211.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -42268.273438 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -42268.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -42295.863281 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -42295.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -42295.863281 Penalty: 2955.378662
	Iteration 11F: 3 clusters Score -42295.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135668 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 18 contains 76 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155505 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
Score: -180365744.000000 Penalty: 80602.570312
Splitting cluster 14 changes total score from -180367488.000000 to -180365744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47074.308594 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47074.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47183.343750 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47183.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47222.421875 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47222.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47250.453125 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47250.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47251.773438 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47251.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47251.773438 Penalty: 2943.707520
	Iteration 5F: 3 clusters Score -47251.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -23392.427734 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -23392.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22298.636719 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22298.64 nChanged 11
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: -22356.898438 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22356.9 nChanged 5
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: -22380.312500 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -22380.31 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: -22389.232422 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -22389.23 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: -22389.232422 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -22389.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -2387010.500000 Penalty: 2441.141602
	Iteration 0F: 2 clusters Score -2387010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2373749.250000 Penalty: 4882.283203
	Iteration 0F: 3 clusters Score -2373749 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2378302.250000 Penalty: 4882.283203
	Iteration 1F: 3 clusters Score -2378302 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2379119.000000 Penalty: 4882.283203
	Iteration 2F: 3 clusters Score -2379119 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2379940.000000 Penalty: 4882.283203
	Iteration 3F: 3 clusters Score -2379940 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2380598.250000 Penalty: 4882.283203
	Iteration 4F: 3 clusters Score -2380598 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2381257.500000 Penalty: 4882.283203
	Iteration 5F: 3 clusters Score -2381258 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2381961.500000 Penalty: 4882.283203
	Iteration 6F: 3 clusters Score -2381962 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2382739.000000 Penalty: 4882.283203
	Iteration 7F: 3 clusters Score -2382739 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2383467.750000 Penalty: 4882.283203
	Iteration 8F: 3 clusters Score -2383468 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2384066.500000 Penalty: 4882.283203
	Iteration 9Q: 3 clusters Score -2384066 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2384549.000000 Penalty: 4882.283203
	Iteration 10Q: 3 clusters Score -2384549 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2384871.500000 Penalty: 4882.283203
	Iteration 11Q: 3 clusters Score -2384872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2385126.250000 Penalty: 4882.283203
	Iteration 12Q: 3 clusters Score -2385126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2385317.250000 Penalty: 4882.283203
	Iteration 13Q: 3 clusters Score -2385317 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2385467.250000 Penalty: 4882.283203
	Iteration 14Q: 3 clusters Score -2385467 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2385564.750000 Penalty: 4882.283203
	Iteration 15Q: 3 clusters Score -2385565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2385655.500000 Penalty: 4882.283203
	Iteration 16Q: 3 clusters Score -2385656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2385744.750000 Penalty: 4882.283203
	Iteration 17Q: 3 clusters Score -2385745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2385809.750000 Penalty: 4882.283203
	Iteration 18Q: 3 clusters Score -2385810 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2385864.250000 Penalty: 4882.283203
	Iteration 19Q: 3 clusters Score -2385864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2385913.250000 Penalty: 4882.283203
	Iteration 20F: 3 clusters Score -2385913 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2385969.000000 Penalty: 4882.283203
	Iteration 21Q: 3 clusters Score -2385969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2386033.750000 Penalty: 4882.283203
	Iteration 22Q: 3 clusters Score -2386034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2386117.500000 Penalty: 4882.283203
	Iteration 23Q: 3 clusters Score -2386118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2386231.000000 Penalty: 4882.283203
	Iteration 24Q: 3 clusters Score -2386231 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2386357.500000 Penalty: 4882.283203
	Iteration 25Q: 3 clusters Score -2386358 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2386499.750000 Penalty: 4882.283203
	Iteration 26Q: 3 clusters Score -2386500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2386649.000000 Penalty: 4882.283203
	Iteration 27Q: 3 clusters Score -2386649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2386808.750000 Penalty: 4882.283203
	Iteration 28Q: 3 clusters Score -2386809 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2386951.000000 Penalty: 4882.283203
	Iteration 29Q: 3 clusters Score -2386951 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2387055.500000 Penalty: 4882.283203
	Iteration 30Q: 3 clusters Score -2387056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2387151.000000 Penalty: 4882.283203
	Iteration 31Q: 3 clusters Score -2387151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2387206.750000 Penalty: 4882.283203
	Iteration 32Q: 3 clusters Score -2387207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2387221.750000 Penalty: 4882.283203
	Iteration 33Q: 3 clusters Score -2387222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2387223.500000 Penalty: 4882.283203
	Iteration 34Q: 3 clusters Score -2387224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2387225.250000 Penalty: 4882.283203
	Iteration 35Q: 3 clusters Score -2387225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2387225.250000 Penalty: 4882.283203
	Iteration 36F: 3 clusters Score -2387225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135668 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 18024 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155505 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
Score: -180366736.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180367488.000000 to -180366736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -99020.578125 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -99020.58 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 401 members 
Entering Unmasked Estep 
Score: -97229.226562 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -97229.23 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97392.562500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -97392.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97450.132812 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -97450.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97480.015625 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -97480.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97502.453125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -97502.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97523.101562 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -97523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97533.000000 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -97533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97541.546875 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -97541.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97556.796875 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -97556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97565.914062 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -97565.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97578.726562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -97578.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97583.843750 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -97583.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97587.664062 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -97587.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97589.429688 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -97589.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97590.406250 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -97590.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97592.062500 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -97592.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97592.062500 Penalty: 3306.810547
	Iteration 16F: 3 clusters Score -97592.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Entering Unmasked Estep 
Score: -21369860.000000 Penalty: 2971.181396
	Iteration 0F: 2 clusters Score -2.136986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -21264592.000000 Penalty: 5942.362793
	Iteration 0F: 3 clusters Score -2.126459e+07 nChanged 76442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -21309642.000000 Penalty: 5942.362793
	Iteration 1F: 3 clusters Score -2.130964e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -21311864.000000 Penalty: 5942.362793
	Iteration 2Q: 3 clusters Score -2.131186e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -21315404.000000 Penalty: 5942.362793
	Iteration 3Q: 3 clusters Score -2.13154e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -21320810.000000 Penalty: 5942.362793
	Iteration 4Q: 3 clusters Score -2.132081e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -21328180.000000 Penalty: 5942.362793
	Iteration 5F: 3 clusters Score -2.132818e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -21336866.000000 Penalty: 5942.362793
	Iteration 6F: 3 clusters Score -2.133687e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -21345008.000000 Penalty: 5942.362793
	Iteration 7F: 3 clusters Score -2.134501e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -21351082.000000 Penalty: 5942.362793
	Iteration 8Q: 3 clusters Score -2.135108e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -21355446.000000 Penalty: 5942.362793
	Iteration 9Q: 3 clusters Score -2.135545e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -21358214.000000 Penalty: 5942.362793
	Iteration 10Q: 3 clusters Score -2.135821e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 145753 members 
Entering Unmasked Estep 
Score: -21360132.000000 Penalty: 5942.362793
	Iteration 11Q: 3 clusters Score -2.136013e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -21361632.000000 Penalty: 5942.362793
	Iteration 12Q: 3 clusters Score -2.136163e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -21362926.000000 Penalty: 5942.362793
	Iteration 13Q: 3 clusters Score -2.136293e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -21364012.000000 Penalty: 5942.362793
	Iteration 14Q: 3 clusters Score -2.136401e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -21364904.000000 Penalty: 5942.362793
	Iteration 15Q: 3 clusters Score -2.13649e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -21365584.000000 Penalty: 5942.362793
	Iteration 16Q: 3 clusters Score -2.136558e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -21366092.000000 Penalty: 5942.362793
	Iteration 17Q: 3 clusters Score -2.136609e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -21366428.000000 Penalty: 5942.362793
	Iteration 18Q: 3 clusters Score -2.136643e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -21366638.000000 Penalty: 5942.362793
	Iteration 19Q: 3 clusters Score -2.136664e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21366832.000000 Penalty: 5942.362793
	Iteration 20F: 3 clusters Score -2.136683e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -21366878.000000 Penalty: 5942.362793
	Iteration 21Q: 3 clusters Score -2.136688e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -21366978.000000 Penalty: 5942.362793
	Iteration 22Q: 3 clusters Score -2.136698e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -21367062.000000 Penalty: 5942.362793
	Iteration 23Q: 3 clusters Score -2.136706e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -21367112.000000 Penalty: 5942.362793
	Iteration 24Q: 3 clusters Score -2.136711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 158816 members 
Entering Unmasked Estep 
Score: -21367148.000000 Penalty: 5942.362793
	Iteration 25Q: 3 clusters Score -2.136715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -21367178.000000 Penalty: 5942.362793
	Iteration 26Q: 3 clusters Score -2.136718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -21367198.000000 Penalty: 5942.362793
	Iteration 27Q: 3 clusters Score -2.13672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -21367216.000000 Penalty: 5942.362793
	Iteration 28Q: 3 clusters Score -2.136722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -21367220.000000 Penalty: 5942.362793
	Iteration 29Q: 3 clusters Score -2.136722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 158915 members 
Entering Unmasked Estep 
Score: -21367232.000000 Penalty: 5942.362793
	Iteration 30Q: 3 clusters Score -2.136723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 158923 members 
Entering Unmasked Estep 
Score: -21367246.000000 Penalty: 5942.362793
	Iteration 31Q: 3 clusters Score -2.136725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -21367248.000000 Penalty: 5942.362793
	Iteration 32Q: 3 clusters Score -2.136725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -21367238.000000 Penalty: 5942.362793
	Iteration 33Q: 3 clusters Score -2.136724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 158945 members 
Entering Unmasked Estep 
Score: -21367268.000000 Penalty: 5942.362793
	Iteration 34Q: 3 clusters Score -2.136727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -21367264.000000 Penalty: 5942.362793
	Iteration 35Q: 3 clusters Score -2.136726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -21367258.000000 Penalty: 5942.362793
	Iteration 36Q: 3 clusters Score -2.136726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 158968 members 
Entering Unmasked Estep 
Score: -21367250.000000 Penalty: 5942.362793
	Iteration 37Q: 3 clusters Score -2.136725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 158971 members 
Entering Unmasked Estep 
Score: -21367254.000000 Penalty: 5942.362793
	Iteration 38Q: 3 clusters Score -2.136725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 158971 members 
Entering Unmasked Estep 
Score: -21367254.000000 Penalty: 5942.362793
	Iteration 39F: 3 clusters Score -2.136725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -589364.125000 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -589364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -585078.375000 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -585078.4 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -586145.937500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -586145.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -586367.062500 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -586367.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -586530.187500 Penalty: 4185.322754
	Iteration 3Q: 3 clusters Score -586530.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -586658.312500 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -586658.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -586796.937500 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -586796.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -586917.437500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -586917.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -587030.312500 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -587030.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -587133.437500 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -587133.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -587235.250000 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -587235.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -587325.062500 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -587325.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -587416.937500 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -587416.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -587513.812500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -587513.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -587584.937500 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -587584.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -587644.062500 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -587644.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -587694.562500 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -587694.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -587732.750000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -587732.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -587755.125000 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -587755.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -587775.625000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -587775.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -587789.937500 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -587789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -587798.812500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -587798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -587806.937500 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -587806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -587819.437500 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -587819.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -587830.437500 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -587830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -587837.125000 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -587837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -587845.375000 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -587845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -587847.312500 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -587847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -587850.812500 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -587850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -587852.062500 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -587852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -587854.562500 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -587854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -587858.062500 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -587858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -587858.812500 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -587858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -587859.687500 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -587859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -587861.312500 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -587861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -587862.937500 Penalty: 4185.322754
	Iteration 34Q: 3 clusters Score -587862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -587863.000000 Penalty: 4185.322754
	Iteration 35Q: 3 clusters Score -587863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -587863.500000 Penalty: 4185.322754
	Iteration 36Q: 3 clusters Score -587863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -587863.500000 Penalty: 4185.322754
	Iteration 37F: 3 clusters Score -587863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Entering Unmasked Estep 
Score: -21064066.000000 Penalty: 2964.699463
	Iteration 0F: 2 clusters Score -2.106407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -20961994.000000 Penalty: 5929.398926
	Iteration 0F: 3 clusters Score -2.096199e+07 nChanged 74493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -21004772.000000 Penalty: 5929.398926
	Iteration 1F: 3 clusters Score -2.100477e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -21005434.000000 Penalty: 5929.398926
	Iteration 2Q: 3 clusters Score -2.100543e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -21006162.000000 Penalty: 5929.398926
	Iteration 3Q: 3 clusters Score -2.100616e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -21007038.000000 Penalty: 5929.398926
	Iteration 4Q: 3 clusters Score -2.100704e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -21008198.000000 Penalty: 5929.398926
	Iteration 5Q: 3 clusters Score -2.10082e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -21010380.000000 Penalty: 5929.398926
	Iteration 6Q: 3 clusters Score -2.101038e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -21014520.000000 Penalty: 5929.398926
	Iteration 7F: 3 clusters Score -2.101452e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -21022202.000000 Penalty: 5929.398926
	Iteration 8F: 3 clusters Score -2.10222e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -21033184.000000 Penalty: 5929.398926
	Iteration 9F: 3 clusters Score -2.103318e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137751 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -21045298.000000 Penalty: 5929.398926
	Iteration 10F: 3 clusters Score -2.10453e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -21054674.000000 Penalty: 5929.398926
	Iteration 11F: 3 clusters Score -2.105467e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -21059136.000000 Penalty: 5929.398926
	Iteration 12Q: 3 clusters Score -2.105914e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21060750.000000 Penalty: 5929.398926
	Iteration 13Q: 3 clusters Score -2.106075e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21061154.000000 Penalty: 5929.398926
	Iteration 14Q: 3 clusters Score -2.106115e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21061274.000000 Penalty: 5929.398926
	Iteration 15Q: 3 clusters Score -2.106127e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21061386.000000 Penalty: 5929.398926
	Iteration 16Q: 3 clusters Score -2.106139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21061422.000000 Penalty: 5929.398926
	Iteration 17Q: 3 clusters Score -2.106142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21061440.000000 Penalty: 5929.398926
	Iteration 18Q: 3 clusters Score -2.106144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21061458.000000 Penalty: 5929.398926
	Iteration 19Q: 3 clusters Score -2.106146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21061458.000000 Penalty: 5929.398926
	Iteration 20F: 3 clusters Score -2.106146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21061468.000000 Penalty: 5929.398926
	Iteration 21Q: 3 clusters Score -2.106147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21061470.000000 Penalty: 5929.398926
	Iteration 22Q: 3 clusters Score -2.106147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21061476.000000 Penalty: 5929.398926
	Iteration 23Q: 3 clusters Score -2.106148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21061486.000000 Penalty: 5929.398926
	Iteration 24Q: 3 clusters Score -2.106149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21061486.000000 Penalty: 5929.398926
	Iteration 25F: 3 clusters Score -2.106149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Entering Unmasked Estep 
Score: -4721992.500000 Penalty: 2593.150391
	Iteration 0F: 2 clusters Score -4721992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4698313.000000 Penalty: 5186.300781
	Iteration 0F: 3 clusters Score -4698313 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4706950.000000 Penalty: 5186.300781
	Iteration 1F: 3 clusters Score -4706950 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4707521.000000 Penalty: 5186.300781
	Iteration 2Q: 3 clusters Score -4707521 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4708165.500000 Penalty: 5186.300781
	Iteration 3Q: 3 clusters Score -4708166 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4708911.000000 Penalty: 5186.300781
	Iteration 4Q: 3 clusters Score -4708911 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4709882.500000 Penalty: 5186.300781
	Iteration 5F: 3 clusters Score -4709882 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4711037.500000 Penalty: 5186.300781
	Iteration 6F: 3 clusters Score -4711038 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4712575.500000 Penalty: 5186.300781
	Iteration 7F: 3 clusters Score -4712576 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -4714318.000000 Penalty: 5186.300781
	Iteration 8F: 3 clusters Score -4714318 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4716019.500000 Penalty: 5186.300781
	Iteration 9F: 3 clusters Score -4716020 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4717490.500000 Penalty: 5186.300781
	Iteration 10Q: 3 clusters Score -4717490 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4718482.000000 Penalty: 5186.300781
	Iteration 11Q: 3 clusters Score -4718482 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4719080.500000 Penalty: 5186.300781
	Iteration 12Q: 3 clusters Score -4719080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4719417.500000 Penalty: 5186.300781
	Iteration 13Q: 3 clusters Score -4719418 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4719639.500000 Penalty: 5186.300781
	Iteration 14Q: 3 clusters Score -4719640 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4719780.000000 Penalty: 5186.300781
	Iteration 15Q: 3 clusters Score -4719780 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4719867.000000 Penalty: 5186.300781
	Iteration 16Q: 3 clusters Score -4719867 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4719928.000000 Penalty: 5186.300781
	Iteration 17Q: 3 clusters Score -4719928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4719967.500000 Penalty: 5186.300781
	Iteration 18Q: 3 clusters Score -4719968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4719994.000000 Penalty: 5186.300781
	Iteration 19Q: 3 clusters Score -4719994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4720017.000000 Penalty: 5186.300781
	Iteration 20F: 3 clusters Score -4720017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4720017.500000 Penalty: 5186.300781
	Iteration 21Q: 3 clusters Score -4720018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4720054.500000 Penalty: 5186.300781
	Iteration 22Q: 3 clusters Score -4720054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4720074.000000 Penalty: 5186.300781
	Iteration 23Q: 3 clusters Score -4720074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4720101.500000 Penalty: 5186.300781
	Iteration 24Q: 3 clusters Score -4720102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4720123.500000 Penalty: 5186.300781
	Iteration 25Q: 3 clusters Score -4720124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4720133.000000 Penalty: 5186.300781
	Iteration 26Q: 3 clusters Score -4720133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4720160.500000 Penalty: 5186.300781
	Iteration 27Q: 3 clusters Score -4720160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4720175.000000 Penalty: 5186.300781
	Iteration 28Q: 3 clusters Score -4720175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4720184.500000 Penalty: 5186.300781
	Iteration 29Q: 3 clusters Score -4720184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4720189.500000 Penalty: 5186.300781
	Iteration 30Q: 3 clusters Score -4720190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4720200.500000 Penalty: 5186.300781
	Iteration 31Q: 3 clusters Score -4720200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4720197.500000 Penalty: 5186.300781
	Iteration 32Q: 3 clusters Score -4720198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4720195.000000 Penalty: 5186.300781
	Iteration 33Q: 3 clusters Score -4720195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4720198.000000 Penalty: 5186.300781
	Iteration 34Q: 3 clusters Score -4720198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4720200.000000 Penalty: 5186.300781
	Iteration 35Q: 3 clusters Score -4720200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4720203.000000 Penalty: 5186.300781
	Iteration 36Q: 3 clusters Score -4720203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4720211.000000 Penalty: 5186.300781
	Iteration 37Q: 3 clusters Score -4720211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4720207.000000 Penalty: 5186.300781
	Iteration 38Q: 3 clusters Score -4720207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4720214.000000 Penalty: 5186.300781
	Iteration 39Q: 3 clusters Score -4720214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4720220.000000 Penalty: 5186.300781
	Iteration 40F: 3 clusters Score -4720220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4720221.000000 Penalty: 5186.300781
	Iteration 41Q: 3 clusters Score -4720221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4720226.000000 Penalty: 5186.300781
	Iteration 42Q: 3 clusters Score -4720226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4720225.500000 Penalty: 5186.300781
	Iteration 43Q: 3 clusters Score -4720226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4720222.000000 Penalty: 5186.300781
	Iteration 44Q: 3 clusters Score -4720222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4720222.000000 Penalty: 5186.300781
	Iteration 45F: 3 clusters Score -4720222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135668 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 177087 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155505 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 359Q: 23 clusters Score -1.803675e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138690 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62824 members 
Mstep: Class 11 contains 135675 members 
Mstep: Class 12 contains 67373 members 
Mstep: Class 13 contains 177090 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155501 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 360F: 23 clusters Score -1.803675e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138690 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143867 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135679 members 
Mstep: Class 12 contains 67374 members 
Mstep: Class 13 contains 177091 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159620 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155495 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 77098.109375
Iteration 361Q: 23 clusters Score -1.803675e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138689 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143865 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135681 members 
Mstep: Class 12 contains 67376 members 
Mstep: Class 13 contains 177091 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159624 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155488 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367552.000000 Penalty: 77098.109375
Iteration 362Q: 23 clusters Score -1.803676e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148365 members 
Mstep: Class 5 contains 104241 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143862 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135684 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155490 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367520.000000 Penalty: 77098.109375
Iteration 363Q: 23 clusters Score -1.803675e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138686 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104241 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143858 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135693 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159620 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155481 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367584.000000 Penalty: 77098.109375
Iteration 364Q: 23 clusters Score -1.803676e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104243 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143859 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135690 members 
Mstep: Class 12 contains 67381 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159618 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155480 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367520.000000 Penalty: 77098.109375
Iteration 365Q: 23 clusters Score -1.803675e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143858 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135693 members 
Mstep: Class 12 contains 67381 members 
Mstep: Class 13 contains 177094 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159614 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155479 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367632.000000 Penalty: 77098.109375
Iteration 366Q: 23 clusters Score -1.803676e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138684 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104241 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143857 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135703 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177095 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159610 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155481 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367584.000000 Penalty: 77098.109375
Iteration 367Q: 23 clusters Score -1.803676e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148369 members 
Mstep: Class 5 contains 104241 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143855 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135711 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177095 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159613 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155474 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367616.000000 Penalty: 77098.109375
Iteration 368Q: 23 clusters Score -1.803676e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148375 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143854 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135714 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159611 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155474 members 
Mstep: Class 23 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367568.000000 Penalty: 77098.109375
Iteration 369Q: 23 clusters Score -1.803676e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143855 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135722 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159604 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155471 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367568.000000 Penalty: 77098.109375
Iteration 370Q: 23 clusters Score -1.803676e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135730 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177096 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155461 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367536.000000 Penalty: 77098.109375
Iteration 371Q: 23 clusters Score -1.803675e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143869 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135737 members 
Mstep: Class 12 contains 67379 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159603 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155446 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367552.000000 Penalty: 77098.109375
Iteration 372Q: 23 clusters Score -1.803676e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148368 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62826 members 
Mstep: Class 11 contains 135744 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159603 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155436 members 
Mstep: Class 23 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 373Q: 23 clusters Score -1.803674e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135743 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159609 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155429 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367488.000000 Penalty: 77098.109375
Iteration 374Q: 23 clusters Score -1.803675e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148372 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143868 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135751 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159611 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155424 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 375Q: 23 clusters Score -1.803675e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138672 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9238 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143864 members 
Mstep: Class 10 contains 62828 members 
Mstep: Class 11 contains 135758 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155429 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 376Q: 23 clusters Score -1.803675e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143859 members 
Mstep: Class 10 contains 62828 members 
Mstep: Class 11 contains 135769 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155422 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367440.000000 Penalty: 77098.109375
Iteration 377Q: 23 clusters Score -1.803674e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9236 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62829 members 
Mstep: Class 11 contains 135771 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177097 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159603 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155423 members 
Mstep: Class 23 contains 34764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367456.000000 Penalty: 77098.109375
Iteration 378Q: 23 clusters Score -1.803675e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138671 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148373 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143858 members 
Mstep: Class 10 contains 62827 members 
Mstep: Class 11 contains 135774 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 177101 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159606 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155421 members 
Mstep: Class 23 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 379Q: 23 clusters Score -1.803674e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138673 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104232 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143856 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 135776 members 
Mstep: Class 12 contains 67376 members 
Mstep: Class 13 contains 177103 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159604 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155430 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367376.000000 Penalty: 77098.109375
Iteration 380F: 23 clusters Score -1.803674e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138673 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148369 members 
Mstep: Class 5 contains 104235 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143855 members 
Mstep: Class 10 contains 62824 members 
Mstep: Class 11 contains 135779 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 177105 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159603 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155426 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367456.000000 Penalty: 77098.109375
Iteration 381Q: 23 clusters Score -1.803675e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138673 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143858 members 
Mstep: Class 10 contains 62823 members 
Mstep: Class 11 contains 135777 members 
Mstep: Class 12 contains 67377 members 
Mstep: Class 13 contains 177107 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155423 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367392.000000 Penalty: 77098.109375
Iteration 382Q: 23 clusters Score -1.803674e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148372 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143862 members 
Mstep: Class 10 contains 62821 members 
Mstep: Class 11 contains 135777 members 
Mstep: Class 12 contains 67380 members 
Mstep: Class 13 contains 177105 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159596 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155422 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367440.000000 Penalty: 77098.109375
Iteration 383Q: 23 clusters Score -1.803674e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143862 members 
Mstep: Class 10 contains 62822 members 
Mstep: Class 11 contains 135780 members 
Mstep: Class 12 contains 67383 members 
Mstep: Class 13 contains 177102 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155421 members 
Mstep: Class 23 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 384Q: 23 clusters Score -1.803674e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148367 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143861 members 
Mstep: Class 10 contains 62820 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177098 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159599 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155415 members 
Mstep: Class 23 contains 34765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 385Q: 23 clusters Score -1.803675e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148366 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62820 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177099 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159603 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155411 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 386Q: 23 clusters Score -1.803674e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138679 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148366 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143860 members 
Mstep: Class 10 contains 62820 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67386 members 
Mstep: Class 13 contains 177102 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159601 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155411 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367440.000000 Penalty: 77098.109375
Iteration 387Q: 23 clusters Score -1.803674e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148368 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143858 members 
Mstep: Class 10 contains 62819 members 
Mstep: Class 11 contains 135786 members 
Mstep: Class 12 contains 67386 members 
Mstep: Class 13 contains 177103 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159608 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155402 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 388Q: 23 clusters Score -1.803675e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148366 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143861 members 
Mstep: Class 10 contains 62818 members 
Mstep: Class 11 contains 135786 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177103 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159614 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155398 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 389Q: 23 clusters Score -1.803675e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138671 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148369 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143862 members 
Mstep: Class 10 contains 62819 members 
Mstep: Class 11 contains 135788 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177101 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159614 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155396 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367392.000000 Penalty: 77098.109375
Iteration 390Q: 23 clusters Score -1.803674e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148371 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143864 members 
Mstep: Class 10 contains 62817 members 
Mstep: Class 11 contains 135786 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177099 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155393 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367392.000000 Penalty: 77098.109375
Iteration 391Q: 23 clusters Score -1.803674e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148367 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143868 members 
Mstep: Class 10 contains 62815 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177093 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159622 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155401 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367456.000000 Penalty: 77098.109375
Iteration 392Q: 23 clusters Score -1.803675e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148367 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143868 members 
Mstep: Class 10 contains 62814 members 
Mstep: Class 11 contains 135784 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177092 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159624 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155403 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 393Q: 23 clusters Score -1.803675e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148367 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143869 members 
Mstep: Class 10 contains 62814 members 
Mstep: Class 11 contains 135784 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177086 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155407 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 394Q: 23 clusters Score -1.803675e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148359 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62814 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177085 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159622 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155410 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367472.000000 Penalty: 77098.109375
Iteration 395Q: 23 clusters Score -1.803675e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148361 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9239 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62813 members 
Mstep: Class 11 contains 135785 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 177079 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159622 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155414 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367408.000000 Penalty: 77098.109375
Iteration 396Q: 23 clusters Score -1.803674e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148359 members 
Mstep: Class 5 contains 104239 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62811 members 
Mstep: Class 11 contains 135786 members 
Mstep: Class 12 contains 67386 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159622 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155417 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367504.000000 Penalty: 77098.109375
Iteration 397Q: 23 clusters Score -1.803675e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148359 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62808 members 
Mstep: Class 11 contains 135789 members 
Mstep: Class 12 contains 67387 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155419 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 398Q: 23 clusters Score -1.803674e+08 nChanged 20
Entering ConstructFrom: 
Score: -180367424.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (138659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Entering Unmasked Estep 
Score: -18670102.000000 Penalty: 2936.263672
	Iteration 0F: 2 clusters Score -1.86701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -18577700.000000 Penalty: 5872.527344
	Iteration 0F: 3 clusters Score -1.85777e+07 nChanged 66044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -18616300.000000 Penalty: 5872.527344
	Iteration 1F: 3 clusters Score -1.86163e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -18618318.000000 Penalty: 5872.527344
	Iteration 2Q: 3 clusters Score -1.861832e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -18621472.000000 Penalty: 5872.527344
	Iteration 3F: 3 clusters Score -1.862147e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -18627424.000000 Penalty: 5872.527344
	Iteration 4F: 3 clusters Score -1.862742e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -18636590.000000 Penalty: 5872.527344
	Iteration 5F: 3 clusters Score -1.863659e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -18647650.000000 Penalty: 5872.527344
	Iteration 6F: 3 clusters Score -1.864765e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -18657370.000000 Penalty: 5872.527344
	Iteration 7F: 3 clusters Score -1.865737e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126795 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -18663066.000000 Penalty: 5872.527344
	Iteration 8Q: 3 clusters Score -1.866307e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -18665366.000000 Penalty: 5872.527344
	Iteration 9Q: 3 clusters Score -1.866537e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -18666268.000000 Penalty: 5872.527344
	Iteration 10Q: 3 clusters Score -1.866627e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -18666782.000000 Penalty: 5872.527344
	Iteration 11Q: 3 clusters Score -1.866678e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131977 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -18667054.000000 Penalty: 5872.527344
	Iteration 12Q: 3 clusters Score -1.866705e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132595 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -18667226.000000 Penalty: 5872.527344
	Iteration 13Q: 3 clusters Score -1.866723e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -18667436.000000 Penalty: 5872.527344
	Iteration 14Q: 3 clusters Score -1.866744e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133666 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -18667616.000000 Penalty: 5872.527344
	Iteration 15Q: 3 clusters Score -1.866762e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -18667740.000000 Penalty: 5872.527344
	Iteration 16Q: 3 clusters Score -1.866774e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -18667822.000000 Penalty: 5872.527344
	Iteration 17Q: 3 clusters Score -1.866782e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -18667902.000000 Penalty: 5872.527344
	Iteration 18Q: 3 clusters Score -1.86679e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -18667934.000000 Penalty: 5872.527344
	Iteration 19Q: 3 clusters Score -1.866793e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135142 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -18668022.000000 Penalty: 5872.527344
	Iteration 20F: 3 clusters Score -1.866802e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -18668048.000000 Penalty: 5872.527344
	Iteration 21Q: 3 clusters Score -1.866805e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18668072.000000 Penalty: 5872.527344
	Iteration 22Q: 3 clusters Score -1.866807e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -18668078.000000 Penalty: 5872.527344
	Iteration 23Q: 3 clusters Score -1.866808e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18668096.000000 Penalty: 5872.527344
	Iteration 24Q: 3 clusters Score -1.86681e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -18668104.000000 Penalty: 5872.527344
	Iteration 25Q: 3 clusters Score -1.86681e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135907 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -18668122.000000 Penalty: 5872.527344
	Iteration 26Q: 3 clusters Score -1.866812e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -18668140.000000 Penalty: 5872.527344
	Iteration 27Q: 3 clusters Score -1.866814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -18668156.000000 Penalty: 5872.527344
	Iteration 28Q: 3 clusters Score -1.866816e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -18668160.000000 Penalty: 5872.527344
	Iteration 29Q: 3 clusters Score -1.866816e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18668202.000000 Penalty: 5872.527344
	Iteration 30Q: 3 clusters Score -1.86682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18668256.000000 Penalty: 5872.527344
	Iteration 31Q: 3 clusters Score -1.866826e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -18668282.000000 Penalty: 5872.527344
	Iteration 32Q: 3 clusters Score -1.866828e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -18668286.000000 Penalty: 5872.527344
	Iteration 33Q: 3 clusters Score -1.866829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136380 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18668288.000000 Penalty: 5872.527344
	Iteration 34Q: 3 clusters Score -1.866829e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -18668290.000000 Penalty: 5872.527344
	Iteration 35Q: 3 clusters Score -1.866829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136456 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -18668284.000000 Penalty: 5872.527344
	Iteration 36Q: 3 clusters Score -1.866828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -18668302.000000 Penalty: 5872.527344
	Iteration 37Q: 3 clusters Score -1.86683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18668296.000000 Penalty: 5872.527344
	Iteration 38Q: 3 clusters Score -1.86683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -18668284.000000 Penalty: 5872.527344
	Iteration 39Q: 3 clusters Score -1.866828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18668294.000000 Penalty: 5872.527344
	Iteration 40F: 3 clusters Score -1.866829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -18668306.000000 Penalty: 5872.527344
	Iteration 41Q: 3 clusters Score -1.866831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -18668302.000000 Penalty: 5872.527344
	Iteration 42Q: 3 clusters Score -1.86683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -18668300.000000 Penalty: 5872.527344
	Iteration 43Q: 3 clusters Score -1.86683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18668294.000000 Penalty: 5872.527344
	Iteration 44Q: 3 clusters Score -1.866829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -18668294.000000 Penalty: 5872.527344
	Iteration 45Q: 3 clusters Score -1.866829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18668302.000000 Penalty: 5872.527344
	Iteration 46Q: 3 clusters Score -1.86683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -18668292.000000 Penalty: 5872.527344
	Iteration 47Q: 3 clusters Score -1.866829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -18668308.000000 Penalty: 5872.527344
	Iteration 48Q: 3 clusters Score -1.866831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18668286.000000 Penalty: 5872.527344
	Iteration 49Q: 3 clusters Score -1.866829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18668262.000000 Penalty: 5872.527344
	Iteration 50Q: 3 clusters Score -1.866826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -18668262.000000 Penalty: 5872.527344
	Iteration 51Q: 3 clusters Score -1.866826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -18668268.000000 Penalty: 5872.527344
	Iteration 52Q: 3 clusters Score -1.866827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18668266.000000 Penalty: 5872.527344
	Iteration 53Q: 3 clusters Score -1.866827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18668266.000000 Penalty: 5872.527344
	Iteration 54F: 3 clusters Score -1.866827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131931.046875 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131931 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132542.843750 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132542.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133026.187500 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -133026.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133247.015625 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -133247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -133370.031250 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -133370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133447.656250 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -133447.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133512.390625 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -133512.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133549.500000 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -133549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133617.593750 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -133617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133704.031250 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -133704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133777.046875 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -133777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133850.531250 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -133850.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133965.984375 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -133966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134015.312500 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134020.843750 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -134020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134022.406250 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -134022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134024.078125 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -134024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134028.078125 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -134028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134032.750000 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -134032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134041.671875 Penalty: 3473.971191
	Iteration 19Q: 3 clusters Score -134041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134048.937500 Penalty: 3473.971191
	Iteration 20F: 3 clusters Score -134048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134067.828125 Penalty: 3473.971191
	Iteration 21Q: 3 clusters Score -134067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134091.328125 Penalty: 3473.971191
	Iteration 22Q: 3 clusters Score -134091.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134129.687500 Penalty: 3473.971191
	Iteration 23Q: 3 clusters Score -134129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134151.890625 Penalty: 3473.971191
	Iteration 24Q: 3 clusters Score -134151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -134164.906250 Penalty: 3473.971191
	Iteration 25Q: 3 clusters Score -134164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134167.984375 Penalty: 3473.971191
	Iteration 26Q: 3 clusters Score -134168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134170.609375 Penalty: 3473.971191
	Iteration 27F: 3 clusters Score -134170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134177.234375 Penalty: 3473.971191
	Iteration 28Q: 3 clusters Score -134177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134181.500000 Penalty: 3473.971191
	Iteration 29Q: 3 clusters Score -134181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134192.031250 Penalty: 3473.971191
	Iteration 30Q: 3 clusters Score -134192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134194.859375 Penalty: 3473.971191
	Iteration 31Q: 3 clusters Score -134194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134197.875000 Penalty: 3473.971191
	Iteration 32Q: 3 clusters Score -134197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134202.687500 Penalty: 3473.971191
	Iteration 33Q: 3 clusters Score -134202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134204.390625 Penalty: 3473.971191
	Iteration 34Q: 3 clusters Score -134204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134204.390625 Penalty: 3473.971191
	Iteration 35F: 3 clusters Score -134204.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 11 contains 135793 members 
Mstep: Class 12 contains 67388 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155418 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
Score: -180365888.000000 Penalty: 80602.570312
Splitting cluster 2 changes total score from -180367424.000000 to -180365888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -86584.359375 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -86584.36 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 374 members 
Entering Unmasked Estep 
Score: -84873.562500 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -84873.56 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85122.656250 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -85122.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85210.695312 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -85210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85242.414062 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -85242.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85263.367188 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -85263.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85285.820312 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -85285.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85300.515625 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -85300.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85313.164062 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -85313.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85333.343750 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -85333.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85371.343750 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -85371.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85414.609375 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -85414.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85480.578125 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -85480.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85514.687500 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -85514.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85539.750000 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -85539.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85552.945312 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -85552.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85557.578125 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -85557.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85560.867188 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -85560.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85563.726562 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -85563.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85566.351562 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -85566.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85568.148438 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -85568.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85568.148438 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -85568.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (148362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Entering Unmasked Estep 
Score: -20042416.000000 Penalty: 2953.037842
	Iteration 0F: 2 clusters Score -2.004242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -19943864.000000 Penalty: 5906.075684
	Iteration 0F: 3 clusters Score -1.994386e+07 nChanged 70936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -19984856.000000 Penalty: 5906.075684
	Iteration 1F: 3 clusters Score -1.998486e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -19985850.000000 Penalty: 5906.075684
	Iteration 2Q: 3 clusters Score -1.998585e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
Score: -19987026.000000 Penalty: 5906.075684
	Iteration 3Q: 3 clusters Score -1.998703e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -19988694.000000 Penalty: 5906.075684
	Iteration 4Q: 3 clusters Score -1.998869e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -19991332.000000 Penalty: 5906.075684
	Iteration 5Q: 3 clusters Score -1.999133e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -19995768.000000 Penalty: 5906.075684
	Iteration 6F: 3 clusters Score -1.999577e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -20002704.000000 Penalty: 5906.075684
	Iteration 7F: 3 clusters Score -2.00027e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -20012966.000000 Penalty: 5906.075684
	Iteration 8F: 3 clusters Score -2.001297e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -20024308.000000 Penalty: 5906.075684
	Iteration 9F: 3 clusters Score -2.002431e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -20032628.000000 Penalty: 5906.075684
	Iteration 10F: 3 clusters Score -2.003263e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -20037098.000000 Penalty: 5906.075684
	Iteration 11Q: 3 clusters Score -2.00371e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -20038850.000000 Penalty: 5906.075684
	Iteration 12Q: 3 clusters Score -2.003885e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -20039366.000000 Penalty: 5906.075684
	Iteration 13Q: 3 clusters Score -2.003937e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -20039590.000000 Penalty: 5906.075684
	Iteration 14Q: 3 clusters Score -2.003959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -20039692.000000 Penalty: 5906.075684
	Iteration 15Q: 3 clusters Score -2.003969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 148056 members 
Entering Unmasked Estep 
Score: -20039746.000000 Penalty: 5906.075684
	Iteration 16Q: 3 clusters Score -2.003975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -20039776.000000 Penalty: 5906.075684
	Iteration 17Q: 3 clusters Score -2.003978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -20039790.000000 Penalty: 5906.075684
	Iteration 18Q: 3 clusters Score -2.003979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -20039806.000000 Penalty: 5906.075684
	Iteration 19Q: 3 clusters Score -2.003981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -20039792.000000 Penalty: 5906.075684
	Iteration 20F: 3 clusters Score -2.003979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -20039794.000000 Penalty: 5906.075684
	Iteration 21Q: 3 clusters Score -2.003979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -20039810.000000 Penalty: 5906.075684
	Iteration 22Q: 3 clusters Score -2.003981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -20039816.000000 Penalty: 5906.075684
	Iteration 23Q: 3 clusters Score -2.003982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -20039816.000000 Penalty: 5906.075684
	Iteration 24Q: 3 clusters Score -2.003982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 148104 members 
Entering Unmasked Estep 
Score: -20039830.000000 Penalty: 5906.075684
	Iteration 25Q: 3 clusters Score -2.003983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -20039844.000000 Penalty: 5906.075684
	Iteration 26Q: 3 clusters Score -2.003984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -20039844.000000 Penalty: 5906.075684
	Iteration 27Q: 3 clusters Score -2.003984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -20039858.000000 Penalty: 5906.075684
	Iteration 28Q: 3 clusters Score -2.003986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -20039858.000000 Penalty: 5906.075684
	Iteration 29F: 3 clusters Score -2.003986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Entering Unmasked Estep 
Score: -14085227.000000 Penalty: 2865.503906
	Iteration 0F: 2 clusters Score -1.408523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -14015661.000000 Penalty: 5731.007812
	Iteration 0F: 3 clusters Score -1.401566e+07 nChanged 49278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -14042974.000000 Penalty: 5731.007812
	Iteration 1F: 3 clusters Score -1.404297e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -14043626.000000 Penalty: 5731.007812
	Iteration 2Q: 3 clusters Score -1.404363e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -14044318.000000 Penalty: 5731.007812
	Iteration 3Q: 3 clusters Score -1.404432e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -14045104.000000 Penalty: 5731.007812
	Iteration 4Q: 3 clusters Score -1.40451e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -14046383.000000 Penalty: 5731.007812
	Iteration 5Q: 3 clusters Score -1.404638e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -14048818.000000 Penalty: 5731.007812
	Iteration 6Q: 3 clusters Score -1.404882e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -14053424.000000 Penalty: 5731.007812
	Iteration 7F: 3 clusters Score -1.405342e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -14060980.000000 Penalty: 5731.007812
	Iteration 8F: 3 clusters Score -1.406098e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -14070572.000000 Penalty: 5731.007812
	Iteration 9F: 3 clusters Score -1.407057e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -14078000.000000 Penalty: 5731.007812
	Iteration 10F: 3 clusters Score -1.4078e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -14081246.000000 Penalty: 5731.007812
	Iteration 11Q: 3 clusters Score -1.408125e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -14082247.000000 Penalty: 5731.007812
	Iteration 12Q: 3 clusters Score -1.408225e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -14082536.000000 Penalty: 5731.007812
	Iteration 13Q: 3 clusters Score -1.408254e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -14082703.000000 Penalty: 5731.007812
	Iteration 14Q: 3 clusters Score -1.40827e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -14082772.000000 Penalty: 5731.007812
	Iteration 15Q: 3 clusters Score -1.408277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -14082838.000000 Penalty: 5731.007812
	Iteration 16Q: 3 clusters Score -1.408284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -14082863.000000 Penalty: 5731.007812
	Iteration 17Q: 3 clusters Score -1.408286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -14082877.000000 Penalty: 5731.007812
	Iteration 18Q: 3 clusters Score -1.408288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -14082879.000000 Penalty: 5731.007812
	Iteration 19Q: 3 clusters Score -1.408288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -14082876.000000 Penalty: 5731.007812
	Iteration 20F: 3 clusters Score -1.408288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Entering Unmasked Estep 
Score: -1291707.750000 Penalty: 2264.588623
	Iteration 0F: 2 clusters Score -1291708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1284434.000000 Penalty: 4529.177246
	Iteration 0F: 3 clusters Score -1284434 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1286386.625000 Penalty: 4529.177246
	Iteration 1F: 3 clusters Score -1286387 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1286636.625000 Penalty: 4529.177246
	Iteration 2F: 3 clusters Score -1286637 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1286807.000000 Penalty: 4529.177246
	Iteration 3Q: 3 clusters Score -1286807 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1286944.750000 Penalty: 4529.177246
	Iteration 4Q: 3 clusters Score -1286945 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1287056.375000 Penalty: 4529.177246
	Iteration 5Q: 3 clusters Score -1287056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1287169.625000 Penalty: 4529.177246
	Iteration 6Q: 3 clusters Score -1287170 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1287273.000000 Penalty: 4529.177246
	Iteration 7Q: 3 clusters Score -1287273 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1287387.250000 Penalty: 4529.177246
	Iteration 8Q: 3 clusters Score -1287387 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1287513.500000 Penalty: 4529.177246
	Iteration 9Q: 3 clusters Score -1287514 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1287651.000000 Penalty: 4529.177246
	Iteration 10Q: 3 clusters Score -1287651 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1287831.625000 Penalty: 4529.177246
	Iteration 11Q: 3 clusters Score -1287832 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1288035.000000 Penalty: 4529.177246
	Iteration 12Q: 3 clusters Score -1288035 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1288308.875000 Penalty: 4529.177246
	Iteration 13Q: 3 clusters Score -1288309 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1288573.875000 Penalty: 4529.177246
	Iteration 14Q: 3 clusters Score -1288574 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1288830.375000 Penalty: 4529.177246
	Iteration 15Q: 3 clusters Score -1288830 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1289042.625000 Penalty: 4529.177246
	Iteration 16Q: 3 clusters Score -1289043 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1289193.625000 Penalty: 4529.177246
	Iteration 17Q: 3 clusters Score -1289194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1289304.375000 Penalty: 4529.177246
	Iteration 18Q: 3 clusters Score -1289304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1289406.125000 Penalty: 4529.177246
	Iteration 19Q: 3 clusters Score -1289406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1289493.125000 Penalty: 4529.177246
	Iteration 20F: 3 clusters Score -1289493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1289547.000000 Penalty: 4529.177246
	Iteration 21Q: 3 clusters Score -1289547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1289599.875000 Penalty: 4529.177246
	Iteration 22Q: 3 clusters Score -1289600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1289647.000000 Penalty: 4529.177246
	Iteration 23Q: 3 clusters Score -1289647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1289675.625000 Penalty: 4529.177246
	Iteration 24Q: 3 clusters Score -1289676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1289690.375000 Penalty: 4529.177246
	Iteration 25Q: 3 clusters Score -1289690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1289700.375000 Penalty: 4529.177246
	Iteration 26Q: 3 clusters Score -1289700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1289705.875000 Penalty: 4529.177246
	Iteration 27Q: 3 clusters Score -1289706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1289715.250000 Penalty: 4529.177246
	Iteration 28Q: 3 clusters Score -1289715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1289721.750000 Penalty: 4529.177246
	Iteration 29Q: 3 clusters Score -1289722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1289726.375000 Penalty: 4529.177246
	Iteration 30Q: 3 clusters Score -1289726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1289727.125000 Penalty: 4529.177246
	Iteration 31Q: 3 clusters Score -1289727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1289727.125000 Penalty: 4529.177246
	Iteration 32F: 3 clusters Score -1289727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -491062.562500 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -491062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -487227.062500 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -487227.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -488077.625000 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -488077.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -488255.625000 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -488255.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -488334.718750 Penalty: 4104.460449
	Iteration 3Q: 3 clusters Score -488334.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -488377.250000 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -488377.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -488406.843750 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -488406.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -488432.437500 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -488432.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -488448.687500 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -488448.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -488460.593750 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -488460.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -488475.500000 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -488475.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -488489.218750 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -488489.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -488502.843750 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -488502.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -488511.562500 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -488511.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -488522.281250 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -488522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -488530.312500 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -488530.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -488540.500000 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -488540.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -488550.312500 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -488550.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -488557.656250 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -488557.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -488563.593750 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -488563.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -488573.343750 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -488573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -488578.031250 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -488578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -488580.625000 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -488580.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -488588.531250 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -488588.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -488599.000000 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -488599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -488607.000000 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -488607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -488609.656250 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -488609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -488615.750000 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -488615.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -488617.687500 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -488617.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -488622.093750 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -488622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -488625.750000 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -488625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -488630.468750 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -488630.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -488633.718750 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -488633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -488635.906250 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -488635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -488640.156250 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -488640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -488642.250000 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -488642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -488642.687500 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -488642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -488646.062500 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -488646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -488646.531250 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -488646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -488646.750000 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -488646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -488646.937500 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -488646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -488650.750000 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -488650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -488650.843750 Penalty: 4104.460449
	Iteration 41Q: 3 clusters Score -488650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -488654.062500 Penalty: 4104.460449
	Iteration 42Q: 3 clusters Score -488654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -488656.312500 Penalty: 4104.460449
	Iteration 43Q: 3 clusters Score -488656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -488658.281250 Penalty: 4104.460449
	Iteration 44Q: 3 clusters Score -488658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -488660.937500 Penalty: 4104.460449
	Iteration 45Q: 3 clusters Score -488660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -488663.812500 Penalty: 4104.460449
	Iteration 46Q: 3 clusters Score -488663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -488667.343750 Penalty: 4104.460449
	Iteration 47Q: 3 clusters Score -488667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -488670.968750 Penalty: 4104.460449
	Iteration 48Q: 3 clusters Score -488671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -488673.468750 Penalty: 4104.460449
	Iteration 49Q: 3 clusters Score -488673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -488676.312500 Penalty: 4104.460449
	Iteration 50Q: 3 clusters Score -488676.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -488681.500000 Penalty: 4104.460449
	Iteration 51Q: 3 clusters Score -488681.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -488685.968750 Penalty: 4104.460449
	Iteration 52Q: 3 clusters Score -488686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -488689.218750 Penalty: 4104.460449
	Iteration 53Q: 3 clusters Score -488689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -488694.281250 Penalty: 4104.460449
	Iteration 54Q: 3 clusters Score -488694.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488702.312500 Penalty: 4104.460449
	Iteration 55Q: 3 clusters Score -488702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -488712.781250 Penalty: 4104.460449
	Iteration 56Q: 3 clusters Score -488712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -488720.187500 Penalty: 4104.460449
	Iteration 57Q: 3 clusters Score -488720.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -488723.375000 Penalty: 4104.460449
	Iteration 58Q: 3 clusters Score -488723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -488726.250000 Penalty: 4104.460449
	Iteration 59Q: 3 clusters Score -488726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488728.281250 Penalty: 4104.460449
	Iteration 60F: 3 clusters Score -488728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -488731.156250 Penalty: 4104.460449
	Iteration 61Q: 3 clusters Score -488731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -488734.750000 Penalty: 4104.460449
	Iteration 62Q: 3 clusters Score -488734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -488737.656250 Penalty: 4104.460449
	Iteration 63Q: 3 clusters Score -488737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -488741.125000 Penalty: 4104.460449
	Iteration 64Q: 3 clusters Score -488741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -488742.500000 Penalty: 4104.460449
	Iteration 65Q: 3 clusters Score -488742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -488743.968750 Penalty: 4104.460449
	Iteration 66Q: 3 clusters Score -488744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -488746.062500 Penalty: 4104.460449
	Iteration 67Q: 3 clusters Score -488746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -488749.156250 Penalty: 4104.460449
	Iteration 68Q: 3 clusters Score -488749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -488752.625000 Penalty: 4104.460449
	Iteration 69Q: 3 clusters Score -488752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -488756.250000 Penalty: 4104.460449
	Iteration 70Q: 3 clusters Score -488756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -488758.750000 Penalty: 4104.460449
	Iteration 71Q: 3 clusters Score -488758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -488761.406250 Penalty: 4104.460449
	Iteration 72Q: 3 clusters Score -488761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -488764.687500 Penalty: 4104.460449
	Iteration 73Q: 3 clusters Score -488764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -488766.968750 Penalty: 4104.460449
	Iteration 74Q: 3 clusters Score -488767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -488770.000000 Penalty: 4104.460449
	Iteration 75Q: 3 clusters Score -488770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -488771.343750 Penalty: 4104.460449
	Iteration 76Q: 3 clusters Score -488771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -488772.906250 Penalty: 4104.460449
	Iteration 77Q: 3 clusters Score -488772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -488773.406250 Penalty: 4104.460449
	Iteration 78Q: 3 clusters Score -488773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -488774.812500 Penalty: 4104.460449
	Iteration 79Q: 3 clusters Score -488774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -488775.593750 Penalty: 4104.460449
	Iteration 80F: 3 clusters Score -488775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -488776.500000 Penalty: 4104.460449
	Iteration 81Q: 3 clusters Score -488776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -488778.625000 Penalty: 4104.460449
	Iteration 82Q: 3 clusters Score -488778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -488779.000000 Penalty: 4104.460449
	Iteration 83Q: 3 clusters Score -488779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -488783.281250 Penalty: 4104.460449
	Iteration 84Q: 3 clusters Score -488783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488787.187500 Penalty: 4104.460449
	Iteration 85Q: 3 clusters Score -488787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -488790.375000 Penalty: 4104.460449
	Iteration 86Q: 3 clusters Score -488790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -488792.187500 Penalty: 4104.460449
	Iteration 87Q: 3 clusters Score -488792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -488794.593750 Penalty: 4104.460449
	Iteration 88Q: 3 clusters Score -488794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -488798.625000 Penalty: 4104.460449
	Iteration 89Q: 3 clusters Score -488798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -488804.406250 Penalty: 4104.460449
	Iteration 90Q: 3 clusters Score -488804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -488809.875000 Penalty: 4104.460449
	Iteration 91Q: 3 clusters Score -488809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -488813.500000 Penalty: 4104.460449
	Iteration 92Q: 3 clusters Score -488813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -488819.656250 Penalty: 4104.460449
	Iteration 93Q: 3 clusters Score -488819.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -488825.312500 Penalty: 4104.460449
	Iteration 94Q: 3 clusters Score -488825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -488828.062500 Penalty: 4104.460449
	Iteration 95Q: 3 clusters Score -488828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -488831.500000 Penalty: 4104.460449
	Iteration 96Q: 3 clusters Score -488831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -488834.156250 Penalty: 4104.460449
	Iteration 97Q: 3 clusters Score -488834.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -488836.812500 Penalty: 4104.460449
	Iteration 98Q: 3 clusters Score -488836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -488839.625000 Penalty: 4104.460449
	Iteration 99Q: 3 clusters Score -488839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -488843.906250 Penalty: 4104.460449
	Iteration 100F: 3 clusters Score -488843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -488848.187500 Penalty: 4104.460449
	Iteration 101Q: 3 clusters Score -488848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -488852.093750 Penalty: 4104.460449
	Iteration 102Q: 3 clusters Score -488852.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -488860.562500 Penalty: 4104.460449
	Iteration 103Q: 3 clusters Score -488860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -488870.375000 Penalty: 4104.460449
	Iteration 104Q: 3 clusters Score -488870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -488878.156250 Penalty: 4104.460449
	Iteration 105Q: 3 clusters Score -488878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -488887.406250 Penalty: 4104.460449
	Iteration 106Q: 3 clusters Score -488887.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -488895.406250 Penalty: 4104.460449
	Iteration 107Q: 3 clusters Score -488895.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -488909.406250 Penalty: 4104.460449
	Iteration 108Q: 3 clusters Score -488909.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -488920.218750 Penalty: 4104.460449
	Iteration 109Q: 3 clusters Score -488920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -488930.093750 Penalty: 4104.460449
	Iteration 110Q: 3 clusters Score -488930.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -488942.187500 Penalty: 4104.460449
	Iteration 111Q: 3 clusters Score -488942.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -488954.875000 Penalty: 4104.460449
	Iteration 112Q: 3 clusters Score -488954.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -488968.562500 Penalty: 4104.460449
	Iteration 113Q: 3 clusters Score -488968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -488979.750000 Penalty: 4104.460449
	Iteration 114Q: 3 clusters Score -488979.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -488987.781250 Penalty: 4104.460449
	Iteration 115Q: 3 clusters Score -488987.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -488997.000000 Penalty: 4104.460449
	Iteration 116Q: 3 clusters Score -488997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -489002.937500 Penalty: 4104.460449
	Iteration 117Q: 3 clusters Score -489002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -489011.437500 Penalty: 4104.460449
	Iteration 118Q: 3 clusters Score -489011.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -489020.562500 Penalty: 4104.460449
	Iteration 119Q: 3 clusters Score -489020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -489026.906250 Penalty: 4104.460449
	Iteration 120F: 3 clusters Score -489026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -489033.125000 Penalty: 4104.460449
	Iteration 121Q: 3 clusters Score -489033.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -489047.406250 Penalty: 4104.460449
	Iteration 122Q: 3 clusters Score -489047.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -489058.406250 Penalty: 4104.460449
	Iteration 123Q: 3 clusters Score -489058.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -489067.843750 Penalty: 4104.460449
	Iteration 124Q: 3 clusters Score -489067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -489075.312500 Penalty: 4104.460449
	Iteration 125Q: 3 clusters Score -489075.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -489084.000000 Penalty: 4104.460449
	Iteration 126Q: 3 clusters Score -489084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -489095.500000 Penalty: 4104.460449
	Iteration 127Q: 3 clusters Score -489095.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -489110.562500 Penalty: 4104.460449
	Iteration 128Q: 3 clusters Score -489110.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -489130.750000 Penalty: 4104.460449
	Iteration 129Q: 3 clusters Score -489130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -489145.625000 Penalty: 4104.460449
	Iteration 130Q: 3 clusters Score -489145.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -489156.781250 Penalty: 4104.460449
	Iteration 131Q: 3 clusters Score -489156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -489162.062500 Penalty: 4104.460449
	Iteration 132Q: 3 clusters Score -489162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -489165.687500 Penalty: 4104.460449
	Iteration 133Q: 3 clusters Score -489165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -489169.937500 Penalty: 4104.460449
	Iteration 134Q: 3 clusters Score -489169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -489172.531250 Penalty: 4104.460449
	Iteration 135Q: 3 clusters Score -489172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -489175.343750 Penalty: 4104.460449
	Iteration 136Q: 3 clusters Score -489175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -489179.375000 Penalty: 4104.460449
	Iteration 137Q: 3 clusters Score -489179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -489183.781250 Penalty: 4104.460449
	Iteration 138Q: 3 clusters Score -489183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -489188.812500 Penalty: 4104.460449
	Iteration 139Q: 3 clusters Score -489188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -489193.500000 Penalty: 4104.460449
	Iteration 140F: 3 clusters Score -489193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -489197.531250 Penalty: 4104.460449
	Iteration 141Q: 3 clusters Score -489197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -489200.500000 Penalty: 4104.460449
	Iteration 142Q: 3 clusters Score -489200.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -489205.000000 Penalty: 4104.460449
	Iteration 143Q: 3 clusters Score -489205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -489208.312500 Penalty: 4104.460449
	Iteration 144Q: 3 clusters Score -489208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -489209.343750 Penalty: 4104.460449
	Iteration 145Q: 3 clusters Score -489209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -489211.093750 Penalty: 4104.460449
	Iteration 146Q: 3 clusters Score -489211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -489211.468750 Penalty: 4104.460449
	Iteration 147Q: 3 clusters Score -489211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -489211.531250 Penalty: 4104.460449
	Iteration 148Q: 3 clusters Score -489211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -489211.125000 Penalty: 4104.460449
	Iteration 149Q: 3 clusters Score -489211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -489211.687500 Penalty: 4104.460449
	Iteration 150Q: 3 clusters Score -489211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -489211.875000 Penalty: 4104.460449
	Iteration 151Q: 3 clusters Score -489211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -489211.875000 Penalty: 4104.460449
	Iteration 152F: 3 clusters Score -489211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340253.031250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -340253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -337303.968750 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -337304 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -337834.156250 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -337834.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -337973.062500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -337973.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -338059.000000 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -338059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338125.562500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -338125.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -338183.843750 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -338183.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -338228.500000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -338228.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -338258.781250 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -338258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -338298.968750 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -338299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -338330.250000 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -338330.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -338358.250000 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -338358.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -338377.437500 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -338377.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -338391.468750 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -338391.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -338405.437500 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -338405.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -338419.375000 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -338419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -338428.687500 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -338428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -338435.937500 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -338435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -338441.625000 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -338441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -338448.468750 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -338448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -338455.375000 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -338455.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -338460.218750 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -338460.2 nChanged 7
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: -338464.250000 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -338464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -338469.406250 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -338469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -338475.906250 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -338475.9 nChanged 11
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: -338483.250000 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -338483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -338491.187500 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -338491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -338497.312500 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -338497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -338508.156250 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -338508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -338525.312500 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -338525.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -338548.156250 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -338548.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -338566.750000 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -338566.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -338581.281250 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -338581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -338588.437500 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -338588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -338592.406250 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -338592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -338599.187500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -338599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -338606.875000 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -338606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -338613.656250 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -338613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -338617.937500 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -338617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -338620.687500 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -338620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -338622.843750 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -338622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -338627.031250 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -338627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -338629.437500 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -338629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -338631.937500 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -338631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -338633.375000 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -338633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -338635.375000 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -338635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -338638.375000 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -338638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -338639.593750 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -338639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -338641.218750 Penalty: 3891.520508
	Iteration 47Q: 3 clusters Score -338641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -338643.156250 Penalty: 3891.520508
	Iteration 48Q: 3 clusters Score -338643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -338643.000000 Penalty: 3891.520508
	Iteration 49Q: 3 clusters Score -338643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -338643.312500 Penalty: 3891.520508
	Iteration 50Q: 3 clusters Score -338643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -338644.687500 Penalty: 3891.520508
	Iteration 51Q: 3 clusters Score -338644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -338647.843750 Penalty: 3891.520508
	Iteration 52Q: 3 clusters Score -338647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -338651.906250 Penalty: 3891.520508
	Iteration 53Q: 3 clusters Score -338651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -338653.843750 Penalty: 3891.520508
	Iteration 54Q: 3 clusters Score -338653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -338656.781250 Penalty: 3891.520508
	Iteration 55Q: 3 clusters Score -338656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338657.593750 Penalty: 3891.520508
	Iteration 56Q: 3 clusters Score -338657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338657.593750 Penalty: 3891.520508
	Iteration 57F: 3 clusters Score -338657.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Entering Unmasked Estep 
Score: -19262756.000000 Penalty: 2945.414795
	Iteration 0F: 2 clusters Score -1.926276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -19167304.000000 Penalty: 5890.829590
	Iteration 0F: 3 clusters Score -1.91673e+07 nChanged 68684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -19207370.000000 Penalty: 5890.829590
	Iteration 1F: 3 clusters Score -1.920737e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -19208620.000000 Penalty: 5890.829590
	Iteration 2Q: 3 clusters Score -1.920862e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -19210366.000000 Penalty: 5890.829590
	Iteration 3Q: 3 clusters Score -1.921037e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -19213192.000000 Penalty: 5890.829590
	Iteration 4Q: 3 clusters Score -1.921319e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -19217028.000000 Penalty: 5890.829590
	Iteration 5Q: 3 clusters Score -1.921703e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -19221772.000000 Penalty: 5890.829590
	Iteration 6F: 3 clusters Score -1.922177e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -19226982.000000 Penalty: 5890.829590
	Iteration 7F: 3 clusters Score -1.922698e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -19232004.000000 Penalty: 5890.829590
	Iteration 8F: 3 clusters Score -1.9232e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -19236274.000000 Penalty: 5890.829590
	Iteration 9F: 3 clusters Score -1.923627e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -19239232.000000 Penalty: 5890.829590
	Iteration 10Q: 3 clusters Score -1.923923e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -19240902.000000 Penalty: 5890.829590
	Iteration 11Q: 3 clusters Score -1.92409e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -19241806.000000 Penalty: 5890.829590
	Iteration 12Q: 3 clusters Score -1.924181e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -19242278.000000 Penalty: 5890.829590
	Iteration 13Q: 3 clusters Score -1.924228e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -19242564.000000 Penalty: 5890.829590
	Iteration 14Q: 3 clusters Score -1.924256e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -19242632.000000 Penalty: 5890.829590
	Iteration 15Q: 3 clusters Score -1.924263e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -19242762.000000 Penalty: 5890.829590
	Iteration 16Q: 3 clusters Score -1.924276e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -19242926.000000 Penalty: 5890.829590
	Iteration 17Q: 3 clusters Score -1.924293e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -19243088.000000 Penalty: 5890.829590
	Iteration 18Q: 3 clusters Score -1.924309e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -19243274.000000 Penalty: 5890.829590
	Iteration 19Q: 3 clusters Score -1.924327e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -19243432.000000 Penalty: 5890.829590
	Iteration 20F: 3 clusters Score -1.924343e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -19243672.000000 Penalty: 5890.829590
	Iteration 21Q: 3 clusters Score -1.924367e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -19243876.000000 Penalty: 5890.829590
	Iteration 22Q: 3 clusters Score -1.924388e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -19243974.000000 Penalty: 5890.829590
	Iteration 23Q: 3 clusters Score -1.924397e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -19244156.000000 Penalty: 5890.829590
	Iteration 24Q: 3 clusters Score -1.924416e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -19244386.000000 Penalty: 5890.829590
	Iteration 25Q: 3 clusters Score -1.924439e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -19244602.000000 Penalty: 5890.829590
	Iteration 26Q: 3 clusters Score -1.92446e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -19244806.000000 Penalty: 5890.829590
	Iteration 27Q: 3 clusters Score -1.924481e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -19244984.000000 Penalty: 5890.829590
	Iteration 28Q: 3 clusters Score -1.924498e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -19245354.000000 Penalty: 5890.829590
	Iteration 29Q: 3 clusters Score -1.924535e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -19245590.000000 Penalty: 5890.829590
	Iteration 30Q: 3 clusters Score -1.924559e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -19245850.000000 Penalty: 5890.829590
	Iteration 31Q: 3 clusters Score -1.924585e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -19246294.000000 Penalty: 5890.829590
	Iteration 32Q: 3 clusters Score -1.924629e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -19246812.000000 Penalty: 5890.829590
	Iteration 33Q: 3 clusters Score -1.924681e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 110291 members 
Entering Unmasked Estep 
Score: -19247288.000000 Penalty: 5890.829590
	Iteration 34Q: 3 clusters Score -1.924729e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -19247794.000000 Penalty: 5890.829590
	Iteration 35Q: 3 clusters Score -1.924779e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -19248558.000000 Penalty: 5890.829590
	Iteration 36Q: 3 clusters Score -1.924856e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -19249302.000000 Penalty: 5890.829590
	Iteration 37Q: 3 clusters Score -1.92493e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 119570 members 
Entering Unmasked Estep 
Score: -19250102.000000 Penalty: 5890.829590
	Iteration 38Q: 3 clusters Score -1.92501e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -19251154.000000 Penalty: 5890.829590
	Iteration 39Q: 3 clusters Score -1.925115e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 124963 members 
Entering Unmasked Estep 
Score: -19252186.000000 Penalty: 5890.829590
	Iteration 40F: 3 clusters Score -1.925219e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -19253212.000000 Penalty: 5890.829590
	Iteration 41Q: 3 clusters Score -1.925321e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 130165 members 
Entering Unmasked Estep 
Score: -19254242.000000 Penalty: 5890.829590
	Iteration 42Q: 3 clusters Score -1.925424e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -19255182.000000 Penalty: 5890.829590
	Iteration 43Q: 3 clusters Score -1.925518e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -19256180.000000 Penalty: 5890.829590
	Iteration 44Q: 3 clusters Score -1.925618e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -19257152.000000 Penalty: 5890.829590
	Iteration 45Q: 3 clusters Score -1.925715e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 138397 members 
Entering Unmasked Estep 
Score: -19257880.000000 Penalty: 5890.829590
	Iteration 46Q: 3 clusters Score -1.925788e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -19258574.000000 Penalty: 5890.829590
	Iteration 47Q: 3 clusters Score -1.925857e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -19259076.000000 Penalty: 5890.829590
	Iteration 48Q: 3 clusters Score -1.925908e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -19259406.000000 Penalty: 5890.829590
	Iteration 49Q: 3 clusters Score -1.925941e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -19259598.000000 Penalty: 5890.829590
	Iteration 50Q: 3 clusters Score -1.92596e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -19259784.000000 Penalty: 5890.829590
	Iteration 51Q: 3 clusters Score -1.925978e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -19259880.000000 Penalty: 5890.829590
	Iteration 52Q: 3 clusters Score -1.925988e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -19260012.000000 Penalty: 5890.829590
	Iteration 53Q: 3 clusters Score -1.926001e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -19260106.000000 Penalty: 5890.829590
	Iteration 54Q: 3 clusters Score -1.926011e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -19260126.000000 Penalty: 5890.829590
	Iteration 55Q: 3 clusters Score -1.926013e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -19260152.000000 Penalty: 5890.829590
	Iteration 56Q: 3 clusters Score -1.926015e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -19260184.000000 Penalty: 5890.829590
	Iteration 57Q: 3 clusters Score -1.926018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -19260192.000000 Penalty: 5890.829590
	Iteration 58Q: 3 clusters Score -1.926019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -19260216.000000 Penalty: 5890.829590
	Iteration 59Q: 3 clusters Score -1.926022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -19260214.000000 Penalty: 5890.829590
	Iteration 60F: 3 clusters Score -1.926021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 142982 members 
Entering Unmasked Estep 
Score: -19260254.000000 Penalty: 5890.829590
	Iteration 61Q: 3 clusters Score -1.926025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -19260236.000000 Penalty: 5890.829590
	Iteration 62Q: 3 clusters Score -1.926024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -19260248.000000 Penalty: 5890.829590
	Iteration 63Q: 3 clusters Score -1.926025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -19260262.000000 Penalty: 5890.829590
	Iteration 64Q: 3 clusters Score -1.926026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -19260248.000000 Penalty: 5890.829590
	Iteration 65Q: 3 clusters Score -1.926025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 143046 members 
Entering Unmasked Estep 
Score: -19260264.000000 Penalty: 5890.829590
	Iteration 66Q: 3 clusters Score -1.926026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 143053 members 
Entering Unmasked Estep 
Score: -19260240.000000 Penalty: 5890.829590
	Iteration 67Q: 3 clusters Score -1.926024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -19260272.000000 Penalty: 5890.829590
	Iteration 68Q: 3 clusters Score -1.926027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -19260284.000000 Penalty: 5890.829590
	Iteration 69Q: 3 clusters Score -1.926028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -19260282.000000 Penalty: 5890.829590
	Iteration 70Q: 3 clusters Score -1.926028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -19260278.000000 Penalty: 5890.829590
	Iteration 71Q: 3 clusters Score -1.926028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -19260290.000000 Penalty: 5890.829590
	Iteration 72Q: 3 clusters Score -1.926029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -19260298.000000 Penalty: 5890.829590
	Iteration 73Q: 3 clusters Score -1.92603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -19260292.000000 Penalty: 5890.829590
	Iteration 74Q: 3 clusters Score -1.926029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 143076 members 
Entering Unmasked Estep 
Score: -19260288.000000 Penalty: 5890.829590
	Iteration 75Q: 3 clusters Score -1.926029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -19260304.000000 Penalty: 5890.829590
	Iteration 76Q: 3 clusters Score -1.92603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -19260294.000000 Penalty: 5890.829590
	Iteration 77Q: 3 clusters Score -1.926029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 143085 members 
Entering Unmasked Estep 
Score: -19260292.000000 Penalty: 5890.829590
	Iteration 78Q: 3 clusters Score -1.926029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 143090 members 
Entering Unmasked Estep 
Score: -19260308.000000 Penalty: 5890.829590
	Iteration 79Q: 3 clusters Score -1.926031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -19260298.000000 Penalty: 5890.829590
	Iteration 80F: 3 clusters Score -1.92603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -19260314.000000 Penalty: 5890.829590
	Iteration 81Q: 3 clusters Score -1.926031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 143090 members 
Entering Unmasked Estep 
Score: -19260308.000000 Penalty: 5890.829590
	Iteration 82Q: 3 clusters Score -1.926031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -19260328.000000 Penalty: 5890.829590
	Iteration 83Q: 3 clusters Score -1.926033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -19260306.000000 Penalty: 5890.829590
	Iteration 84Q: 3 clusters Score -1.926031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -19260316.000000 Penalty: 5890.829590
	Iteration 85Q: 3 clusters Score -1.926032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -19260312.000000 Penalty: 5890.829590
	Iteration 86Q: 3 clusters Score -1.926031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 143097 members 
Entering Unmasked Estep 
Score: -19260320.000000 Penalty: 5890.829590
	Iteration 87Q: 3 clusters Score -1.926032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -19260312.000000 Penalty: 5890.829590
	Iteration 88Q: 3 clusters Score -1.926031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 143101 members 
Entering Unmasked Estep 
Score: -19260308.000000 Penalty: 5890.829590
	Iteration 89Q: 3 clusters Score -1.926031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -19260320.000000 Penalty: 5890.829590
	Iteration 90Q: 3 clusters Score -1.926032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -19260320.000000 Penalty: 5890.829590
	Iteration 91F: 3 clusters Score -1.926032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Entering Unmasked Estep 
Score: -8178824.500000 Penalty: 2739.859863
	Iteration 0F: 2 clusters Score -8178824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -8136693.500000 Penalty: 5479.719727
	Iteration 0F: 3 clusters Score -8136694 nChanged 29249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -8153156.500000 Penalty: 5479.719727
	Iteration 1F: 3 clusters Score -8153156 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -8153759.500000 Penalty: 5479.719727
	Iteration 2Q: 3 clusters Score -8153760 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -8154531.500000 Penalty: 5479.719727
	Iteration 3Q: 3 clusters Score -8154532 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8155640.500000 Penalty: 5479.719727
	Iteration 4Q: 3 clusters Score -8155640 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -8157565.000000 Penalty: 5479.719727
	Iteration 5F: 3 clusters Score -8157565 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -8160906.500000 Penalty: 5479.719727
	Iteration 6F: 3 clusters Score -8160906 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -8166128.000000 Penalty: 5479.719727
	Iteration 7F: 3 clusters Score -8166128 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8171500.000000 Penalty: 5479.719727
	Iteration 8F: 3 clusters Score -8171500 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8174742.500000 Penalty: 5479.719727
	Iteration 9F: 3 clusters Score -8174742 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8175959.000000 Penalty: 5479.719727
	Iteration 10Q: 3 clusters Score -8175959 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8176362.000000 Penalty: 5479.719727
	Iteration 11Q: 3 clusters Score -8176362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8176523.000000 Penalty: 5479.719727
	Iteration 12Q: 3 clusters Score -8176523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8176558.000000 Penalty: 5479.719727
	Iteration 13Q: 3 clusters Score -8176558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8176605.500000 Penalty: 5479.719727
	Iteration 14Q: 3 clusters Score -8176606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8176639.000000 Penalty: 5479.719727
	Iteration 15Q: 3 clusters Score -8176639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8176642.500000 Penalty: 5479.719727
	Iteration 16Q: 3 clusters Score -8176642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8176651.000000 Penalty: 5479.719727
	Iteration 17Q: 3 clusters Score -8176651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8176655.000000 Penalty: 5479.719727
	Iteration 18Q: 3 clusters Score -8176655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8176653.500000 Penalty: 5479.719727
	Iteration 19Q: 3 clusters Score -8176654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8176661.500000 Penalty: 5479.719727
	Iteration 20F: 3 clusters Score -8176662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135793 members 
Entering Unmasked Estep 
Score: -18203728.000000 Penalty: 2931.083984
	Iteration 0F: 2 clusters Score -1.820373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -18112622.000000 Penalty: 5862.167969
	Iteration 0F: 3 clusters Score -1.811262e+07 nChanged 64929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -18150376.000000 Penalty: 5862.167969
	Iteration 1F: 3 clusters Score -1.815038e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -18151048.000000 Penalty: 5862.167969
	Iteration 2Q: 3 clusters Score -1.815105e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -18151976.000000 Penalty: 5862.167969
	Iteration 3Q: 3 clusters Score -1.815198e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -18153340.000000 Penalty: 5862.167969
	Iteration 4Q: 3 clusters Score -1.815334e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -18156144.000000 Penalty: 5862.167969
	Iteration 5Q: 3 clusters Score -1.815614e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -18161778.000000 Penalty: 5862.167969
	Iteration 6F: 3 clusters Score -1.816178e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -18171526.000000 Penalty: 5862.167969
	Iteration 7F: 3 clusters Score -1.817153e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -18183990.000000 Penalty: 5862.167969
	Iteration 8F: 3 clusters Score -1.818399e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -18193754.000000 Penalty: 5862.167969
	Iteration 9F: 3 clusters Score -1.819375e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -18198718.000000 Penalty: 5862.167969
	Iteration 10Q: 3 clusters Score -1.819872e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -18200652.000000 Penalty: 5862.167969
	Iteration 11Q: 3 clusters Score -1.820065e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133546 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18201618.000000 Penalty: 5862.167969
	Iteration 12Q: 3 clusters Score -1.820162e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133653 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18202100.000000 Penalty: 5862.167969
	Iteration 13Q: 3 clusters Score -1.82021e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -18202334.000000 Penalty: 5862.167969
	Iteration 14Q: 3 clusters Score -1.820233e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -18202452.000000 Penalty: 5862.167969
	Iteration 15Q: 3 clusters Score -1.820245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133499 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18202486.000000 Penalty: 5862.167969
	Iteration 16Q: 3 clusters Score -1.820249e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133452 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18202514.000000 Penalty: 5862.167969
	Iteration 17Q: 3 clusters Score -1.820251e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -18202576.000000 Penalty: 5862.167969
	Iteration 18Q: 3 clusters Score -1.820258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -18202600.000000 Penalty: 5862.167969
	Iteration 19Q: 3 clusters Score -1.82026e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18202622.000000 Penalty: 5862.167969
	Iteration 20F: 3 clusters Score -1.820262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -18202634.000000 Penalty: 5862.167969
	Iteration 21Q: 3 clusters Score -1.820263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18202642.000000 Penalty: 5862.167969
	Iteration 22Q: 3 clusters Score -1.820264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133270 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18202634.000000 Penalty: 5862.167969
	Iteration 23Q: 3 clusters Score -1.820263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -18202656.000000 Penalty: 5862.167969
	Iteration 24Q: 3 clusters Score -1.820266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133226 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -18202634.000000 Penalty: 5862.167969
	Iteration 25Q: 3 clusters Score -1.820263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -18202640.000000 Penalty: 5862.167969
	Iteration 26Q: 3 clusters Score -1.820264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133203 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -18202626.000000 Penalty: 5862.167969
	Iteration 27Q: 3 clusters Score -1.820263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133197 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18202622.000000 Penalty: 5862.167969
	Iteration 28Q: 3 clusters Score -1.820262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133193 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -18202632.000000 Penalty: 5862.167969
	Iteration 29Q: 3 clusters Score -1.820263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -18202640.000000 Penalty: 5862.167969
	Iteration 30Q: 3 clusters Score -1.820264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -18202638.000000 Penalty: 5862.167969
	Iteration 31Q: 3 clusters Score -1.820264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133178 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -18202632.000000 Penalty: 5862.167969
	Iteration 32Q: 3 clusters Score -1.820263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -18202632.000000 Penalty: 5862.167969
	Iteration 33Q: 3 clusters Score -1.820263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133170 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -18202628.000000 Penalty: 5862.167969
	Iteration 34Q: 3 clusters Score -1.820263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -18202628.000000 Penalty: 5862.167969
	Iteration 35Q: 3 clusters Score -1.820263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133166 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -18202624.000000 Penalty: 5862.167969
	Iteration 36Q: 3 clusters Score -1.820262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18202632.000000 Penalty: 5862.167969
	Iteration 37Q: 3 clusters Score -1.820263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18202632.000000 Penalty: 5862.167969
	Iteration 38F: 3 clusters Score -1.820263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Entering Unmasked Estep 
Score: -9172307.000000 Penalty: 2757.319092
	Iteration 0F: 2 clusters Score -9172307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -9127175.000000 Penalty: 5514.638184
	Iteration 0F: 3 clusters Score -9127175 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -9144540.000000 Penalty: 5514.638184
	Iteration 1F: 3 clusters Score -9144540 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -9145128.000000 Penalty: 5514.638184
	Iteration 2Q: 3 clusters Score -9145128 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9145773.000000 Penalty: 5514.638184
	Iteration 3Q: 3 clusters Score -9145773 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -9146484.000000 Penalty: 5514.638184
	Iteration 4Q: 3 clusters Score -9146484 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -9147550.000000 Penalty: 5514.638184
	Iteration 5Q: 3 clusters Score -9147550 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -9149080.000000 Penalty: 5514.638184
	Iteration 6Q: 3 clusters Score -9149080 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -9151435.000000 Penalty: 5514.638184
	Iteration 7F: 3 clusters Score -9151435 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9154973.000000 Penalty: 5514.638184
	Iteration 8F: 3 clusters Score -9154973 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -9159080.000000 Penalty: 5514.638184
	Iteration 9F: 3 clusters Score -9159080 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -9162925.000000 Penalty: 5514.638184
	Iteration 10F: 3 clusters Score -9162925 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -9165438.000000 Penalty: 5514.638184
	Iteration 11Q: 3 clusters Score -9165438 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -9166778.000000 Penalty: 5514.638184
	Iteration 12Q: 3 clusters Score -9166778 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -9167595.000000 Penalty: 5514.638184
	Iteration 13Q: 3 clusters Score -9167595 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -9168142.000000 Penalty: 5514.638184
	Iteration 14Q: 3 clusters Score -9168142 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -9168523.000000 Penalty: 5514.638184
	Iteration 15Q: 3 clusters Score -9168523 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -9168825.000000 Penalty: 5514.638184
	Iteration 16Q: 3 clusters Score -9168825 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -9169018.000000 Penalty: 5514.638184
	Iteration 17Q: 3 clusters Score -9169018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -9169195.000000 Penalty: 5514.638184
	Iteration 18Q: 3 clusters Score -9169195 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -9169367.000000 Penalty: 5514.638184
	Iteration 19Q: 3 clusters Score -9169367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -9169455.000000 Penalty: 5514.638184
	Iteration 20F: 3 clusters Score -9169455 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -9169569.000000 Penalty: 5514.638184
	Iteration 21Q: 3 clusters Score -9169569 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -9169642.000000 Penalty: 5514.638184
	Iteration 22Q: 3 clusters Score -9169642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -9169721.000000 Penalty: 5514.638184
	Iteration 23Q: 3 clusters Score -9169721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -9169746.000000 Penalty: 5514.638184
	Iteration 24Q: 3 clusters Score -9169746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -9169770.000000 Penalty: 5514.638184
	Iteration 25Q: 3 clusters Score -9169770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -9169812.000000 Penalty: 5514.638184
	Iteration 26Q: 3 clusters Score -9169812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -9169814.000000 Penalty: 5514.638184
	Iteration 27Q: 3 clusters Score -9169814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -9169854.000000 Penalty: 5514.638184
	Iteration 28Q: 3 clusters Score -9169854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -9169870.000000 Penalty: 5514.638184
	Iteration 29Q: 3 clusters Score -9169870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -9169891.000000 Penalty: 5514.638184
	Iteration 30Q: 3 clusters Score -9169891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -9169907.000000 Penalty: 5514.638184
	Iteration 31Q: 3 clusters Score -9169907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -9169915.000000 Penalty: 5514.638184
	Iteration 32Q: 3 clusters Score -9169915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -9169918.000000 Penalty: 5514.638184
	Iteration 33Q: 3 clusters Score -9169918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -9169934.000000 Penalty: 5514.638184
	Iteration 34Q: 3 clusters Score -9169934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -9169949.000000 Penalty: 5514.638184
	Iteration 35Q: 3 clusters Score -9169949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -9169952.000000 Penalty: 5514.638184
	Iteration 36Q: 3 clusters Score -9169952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -9169959.000000 Penalty: 5514.638184
	Iteration 37Q: 3 clusters Score -9169959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -9169966.000000 Penalty: 5514.638184
	Iteration 38Q: 3 clusters Score -9169966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -9169979.000000 Penalty: 5514.638184
	Iteration 39Q: 3 clusters Score -9169979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -9169989.000000 Penalty: 5514.638184
	Iteration 40F: 3 clusters Score -9169989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -9169990.000000 Penalty: 5514.638184
	Iteration 41Q: 3 clusters Score -9169990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -9169988.000000 Penalty: 5514.638184
	Iteration 42Q: 3 clusters Score -9169988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -9169992.000000 Penalty: 5514.638184
	Iteration 43Q: 3 clusters Score -9169992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -9169992.000000 Penalty: 5514.638184
	Iteration 44F: 3 clusters Score -9169992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Entering Unmasked Estep 
Score: -23910398.000000 Penalty: 2996.912109
	Iteration 0F: 2 clusters Score -2.39104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -23802494.000000 Penalty: 5993.824219
	Iteration 0F: 3 clusters Score -2.380249e+07 nChanged 84964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -23851154.000000 Penalty: 5993.824219
	Iteration 1F: 3 clusters Score -2.385115e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -23851770.000000 Penalty: 5993.824219
	Iteration 2Q: 3 clusters Score -2.385177e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -23852816.000000 Penalty: 5993.824219
	Iteration 3Q: 3 clusters Score -2.385282e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -23854476.000000 Penalty: 5993.824219
	Iteration 4Q: 3 clusters Score -2.385448e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -23857238.000000 Penalty: 5993.824219
	Iteration 5Q: 3 clusters Score -2.385724e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -23862040.000000 Penalty: 5993.824219
	Iteration 6F: 3 clusters Score -2.386204e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -23870786.000000 Penalty: 5993.824219
	Iteration 7F: 3 clusters Score -2.387079e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -23881852.000000 Penalty: 5993.824219
	Iteration 8F: 3 clusters Score -2.388185e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 133825 members 
Entering Unmasked Estep 
Score: -23893230.000000 Penalty: 5993.824219
	Iteration 9F: 3 clusters Score -2.389323e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -23901582.000000 Penalty: 5993.824219
	Iteration 10F: 3 clusters Score -2.390158e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 145174 members 
Entering Unmasked Estep 
Score: -23906000.000000 Penalty: 5993.824219
	Iteration 11Q: 3 clusters Score -2.3906e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -23908040.000000 Penalty: 5993.824219
	Iteration 12Q: 3 clusters Score -2.390804e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -23909066.000000 Penalty: 5993.824219
	Iteration 13Q: 3 clusters Score -2.390907e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -23909606.000000 Penalty: 5993.824219
	Iteration 14Q: 3 clusters Score -2.390961e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -23909936.000000 Penalty: 5993.824219
	Iteration 15Q: 3 clusters Score -2.390994e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -23910184.000000 Penalty: 5993.824219
	Iteration 16Q: 3 clusters Score -2.391018e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -23910330.000000 Penalty: 5993.824219
	Iteration 17Q: 3 clusters Score -2.391033e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -23910408.000000 Penalty: 5993.824219
	Iteration 18Q: 3 clusters Score -2.391041e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -23910284.000000 Penalty: 5993.824219
	Iteration 19Q: 3 clusters Score -2.391028e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -23910188.000000 Penalty: 5993.824219
	Iteration 20F: 3 clusters Score -2.391019e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 167806 members 
Entering Unmasked Estep 
Score: -23910064.000000 Penalty: 5993.824219
	Iteration 21Q: 3 clusters Score -2.391006e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -23909920.000000 Penalty: 5993.824219
	Iteration 22Q: 3 clusters Score -2.390992e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -23909738.000000 Penalty: 5993.824219
	Iteration 23Q: 3 clusters Score -2.390974e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -23909686.000000 Penalty: 5993.824219
	Iteration 24Q: 3 clusters Score -2.390969e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -23909616.000000 Penalty: 5993.824219
	Iteration 25Q: 3 clusters Score -2.390962e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 171738 members 
Entering Unmasked Estep 
Score: -23909680.000000 Penalty: 5993.824219
	Iteration 26Q: 3 clusters Score -2.390968e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -23909648.000000 Penalty: 5993.824219
	Iteration 27Q: 3 clusters Score -2.390965e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -23909570.000000 Penalty: 5993.824219
	Iteration 28Q: 3 clusters Score -2.390957e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 173126 members 
Entering Unmasked Estep 
Score: -23909618.000000 Penalty: 5993.824219
	Iteration 29Q: 3 clusters Score -2.390962e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 173500 members 
Entering Unmasked Estep 
Score: -23909588.000000 Penalty: 5993.824219
	Iteration 30Q: 3 clusters Score -2.390959e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 173839 members 
Entering Unmasked Estep 
Score: -23909526.000000 Penalty: 5993.824219
	Iteration 31Q: 3 clusters Score -2.390953e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 174102 members 
Entering Unmasked Estep 
Score: -23909502.000000 Penalty: 5993.824219
	Iteration 32Q: 3 clusters Score -2.39095e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 174282 members 
Entering Unmasked Estep 
Score: -23909446.000000 Penalty: 5993.824219
	Iteration 33Q: 3 clusters Score -2.390945e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 174438 members 
Entering Unmasked Estep 
Score: -23909488.000000 Penalty: 5993.824219
	Iteration 34Q: 3 clusters Score -2.390949e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -23909444.000000 Penalty: 5993.824219
	Iteration 35Q: 3 clusters Score -2.390944e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -23909458.000000 Penalty: 5993.824219
	Iteration 36Q: 3 clusters Score -2.390946e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -23909430.000000 Penalty: 5993.824219
	Iteration 37Q: 3 clusters Score -2.390943e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -23909386.000000 Penalty: 5993.824219
	Iteration 38Q: 3 clusters Score -2.390939e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 174971 members 
Entering Unmasked Estep 
Score: -23909360.000000 Penalty: 5993.824219
	Iteration 39Q: 3 clusters Score -2.390936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 175024 members 
Entering Unmasked Estep 
Score: -23909330.000000 Penalty: 5993.824219
	Iteration 40F: 3 clusters Score -2.390933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -23909290.000000 Penalty: 5993.824219
	Iteration 41Q: 3 clusters Score -2.390929e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 175119 members 
Entering Unmasked Estep 
Score: -23909268.000000 Penalty: 5993.824219
	Iteration 42Q: 3 clusters Score -2.390927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -23909228.000000 Penalty: 5993.824219
	Iteration 43Q: 3 clusters Score -2.390923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -23909198.000000 Penalty: 5993.824219
	Iteration 44Q: 3 clusters Score -2.39092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -23909196.000000 Penalty: 5993.824219
	Iteration 45Q: 3 clusters Score -2.39092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -23909194.000000 Penalty: 5993.824219
	Iteration 46Q: 3 clusters Score -2.390919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -23909200.000000 Penalty: 5993.824219
	Iteration 47Q: 3 clusters Score -2.39092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 175370 members 
Entering Unmasked Estep 
Score: -23909170.000000 Penalty: 5993.824219
	Iteration 48Q: 3 clusters Score -2.390917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -23909162.000000 Penalty: 5993.824219
	Iteration 49Q: 3 clusters Score -2.390916e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -23909168.000000 Penalty: 5993.824219
	Iteration 50Q: 3 clusters Score -2.390917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -23909176.000000 Penalty: 5993.824219
	Iteration 51Q: 3 clusters Score -2.390918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -23909164.000000 Penalty: 5993.824219
	Iteration 52Q: 3 clusters Score -2.390916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -23909156.000000 Penalty: 5993.824219
	Iteration 53Q: 3 clusters Score -2.390916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -23909128.000000 Penalty: 5993.824219
	Iteration 54Q: 3 clusters Score -2.390913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 175573 members 
Entering Unmasked Estep 
Score: -23909112.000000 Penalty: 5993.824219
	Iteration 55Q: 3 clusters Score -2.390911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 175589 members 
Entering Unmasked Estep 
Score: -23909108.000000 Penalty: 5993.824219
	Iteration 56Q: 3 clusters Score -2.390911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -23909086.000000 Penalty: 5993.824219
	Iteration 57Q: 3 clusters Score -2.390909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 175618 members 
Entering Unmasked Estep 
Score: -23909064.000000 Penalty: 5993.824219
	Iteration 58Q: 3 clusters Score -2.390906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -23909078.000000 Penalty: 5993.824219
	Iteration 59Q: 3 clusters Score -2.390908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 175639 members 
Entering Unmasked Estep 
Score: -23909050.000000 Penalty: 5993.824219
	Iteration 60F: 3 clusters Score -2.390905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -23909048.000000 Penalty: 5993.824219
	Iteration 61Q: 3 clusters Score -2.390905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -23909048.000000 Penalty: 5993.824219
	Iteration 62Q: 3 clusters Score -2.390905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -23909042.000000 Penalty: 5993.824219
	Iteration 63Q: 3 clusters Score -2.390904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -23909052.000000 Penalty: 5993.824219
	Iteration 64Q: 3 clusters Score -2.390905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 175690 members 
Entering Unmasked Estep 
Score: -23909036.000000 Penalty: 5993.824219
	Iteration 65Q: 3 clusters Score -2.390904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 175696 members 
Entering Unmasked Estep 
Score: -23909018.000000 Penalty: 5993.824219
	Iteration 66Q: 3 clusters Score -2.390902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 175701 members 
Entering Unmasked Estep 
Score: -23909034.000000 Penalty: 5993.824219
	Iteration 67Q: 3 clusters Score -2.390903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -23909020.000000 Penalty: 5993.824219
	Iteration 68Q: 3 clusters Score -2.390902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -23909002.000000 Penalty: 5993.824219
	Iteration 69Q: 3 clusters Score -2.3909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -23909014.000000 Penalty: 5993.824219
	Iteration 70Q: 3 clusters Score -2.390901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -23909014.000000 Penalty: 5993.824219
	Iteration 71F: 3 clusters Score -2.390901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -41938.394531 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -41938.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40606.785156 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -40606.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40964.636719 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -40964.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41181.910156 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -41181.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41447.816406 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -41447.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41592.273438 Penalty: 2955.378662
	Iteration 4F: 3 clusters Score -41592.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41693.523438 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -41693.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41806.406250 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -41806.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41878.585938 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -41878.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41935.800781 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -41935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41983.523438 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -41983.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42014.222656 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -42014.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42018.929688 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -42018.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -42019.472656 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -42019.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -42024.371094 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -42024.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42039.257812 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -42039.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42056.000000 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -42056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42070.582031 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -42070.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42070.582031 Penalty: 2955.378662
	Iteration 17F: 3 clusters Score -42070.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 11 contains 135793 members 
Mstep: Class 12 contains 67388 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 18 contains 93 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155418 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
Score: -180365488.000000 Penalty: 80602.570312
Splitting cluster 14 changes total score from -180367424.000000 to -180365488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47087.085938 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47087.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47198.636719 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47198.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47231.203125 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47253.832031 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47253.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47266.535156 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47266.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47270.398438 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -47270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47272.679688 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -47272.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47272.679688 Penalty: 2943.707520
	Iteration 7F: 3 clusters Score -47272.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -23392.427734 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -23392.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22254.123047 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22254.12 nChanged 23
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: -22439.115234 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22439.12 nChanged 8
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: -22693.123047 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -22693.12 nChanged 6
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: -22750.675781 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -22750.68 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: -22758.189453 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -22758.19 nChanged 0
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: -22758.189453 Penalty: 2666.138184
	Iteration 5F: 3 clusters Score -22758.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Entering Unmasked Estep 
Score: -2387155.000000 Penalty: 2441.154785
	Iteration 0F: 2 clusters Score -2387155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2373820.000000 Penalty: 4882.309570
	Iteration 0F: 3 clusters Score -2373820 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2378872.000000 Penalty: 4882.309570
	Iteration 1F: 3 clusters Score -2378872 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2379768.250000 Penalty: 4882.309570
	Iteration 2F: 3 clusters Score -2379768 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2380621.250000 Penalty: 4882.309570
	Iteration 3F: 3 clusters Score -2380621 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2381578.750000 Penalty: 4882.309570
	Iteration 4F: 3 clusters Score -2381579 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2382691.000000 Penalty: 4882.309570
	Iteration 5F: 3 clusters Score -2382691 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2383892.750000 Penalty: 4882.309570
	Iteration 6F: 3 clusters Score -2383893 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2385028.500000 Penalty: 4882.309570
	Iteration 7F: 3 clusters Score -2385028 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2385856.000000 Penalty: 4882.309570
	Iteration 8Q: 3 clusters Score -2385856 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2386401.500000 Penalty: 4882.309570
	Iteration 9Q: 3 clusters Score -2386402 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2386697.250000 Penalty: 4882.309570
	Iteration 10Q: 3 clusters Score -2386697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2386907.500000 Penalty: 4882.309570
	Iteration 11Q: 3 clusters Score -2386908 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2387091.750000 Penalty: 4882.309570
	Iteration 12Q: 3 clusters Score -2387092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2387270.750000 Penalty: 4882.309570
	Iteration 13Q: 3 clusters Score -2387271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2387335.750000 Penalty: 4882.309570
	Iteration 14Q: 3 clusters Score -2387336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2387361.250000 Penalty: 4882.309570
	Iteration 15Q: 3 clusters Score -2387361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2387363.000000 Penalty: 4882.309570
	Iteration 16Q: 3 clusters Score -2387363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2387370.250000 Penalty: 4882.309570
	Iteration 17Q: 3 clusters Score -2387370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2387371.250000 Penalty: 4882.309570
	Iteration 18Q: 3 clusters Score -2387371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2387371.250000 Penalty: 4882.309570
	Iteration 19F: 3 clusters Score -2387371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 11 contains 135793 members 
Mstep: Class 12 contains 67388 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 18023 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155418 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
Score: -180366560.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180367424.000000 to -180366560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -99020.578125 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -99020.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97252.750000 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -97252.75 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97454.882812 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -97454.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97533.296875 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -97533.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97564.453125 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -97564.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97589.109375 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -97589.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97604.289062 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -97604.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97619.226562 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -97619.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97630.335938 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -97630.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97644.062500 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -97644.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97662.289062 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -97662.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97669.953125 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -97669.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97678.804688 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -97678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97691.718750 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -97691.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97710.195312 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -97710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97722.492188 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -97722.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97734.828125 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -97734.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97743.945312 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -97743.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97755.445312 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -97755.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97760.804688 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -97760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97762.734375 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -97762.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97764.406250 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -97764.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97766.773438 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -97766.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97768.398438 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -97768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97768.398438 Penalty: 3306.810547
	Iteration 23F: 3 clusters Score -97768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159621 members 
Entering Unmasked Estep 
Score: -21369534.000000 Penalty: 2971.178223
	Iteration 0F: 2 clusters Score -2.136953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -21264598.000000 Penalty: 5942.356445
	Iteration 0F: 3 clusters Score -2.12646e+07 nChanged 76205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -21310260.000000 Penalty: 5942.356445
	Iteration 1F: 3 clusters Score -2.131026e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -21312628.000000 Penalty: 5942.356445
	Iteration 2Q: 3 clusters Score -2.131263e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -21316458.000000 Penalty: 5942.356445
	Iteration 3Q: 3 clusters Score -2.131646e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -21322646.000000 Penalty: 5942.356445
	Iteration 4F: 3 clusters Score -2.132265e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -21330634.000000 Penalty: 5942.356445
	Iteration 5F: 3 clusters Score -2.133063e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -21339986.000000 Penalty: 5942.356445
	Iteration 6F: 3 clusters Score -2.133999e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -21347494.000000 Penalty: 5942.356445
	Iteration 7F: 3 clusters Score -2.134749e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -21351094.000000 Penalty: 5942.356445
	Iteration 8F: 3 clusters Score -2.135109e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -21352716.000000 Penalty: 5942.356445
	Iteration 9Q: 3 clusters Score -2.135272e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -21353492.000000 Penalty: 5942.356445
	Iteration 10Q: 3 clusters Score -2.135349e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -21354556.000000 Penalty: 5942.356445
	Iteration 11Q: 3 clusters Score -2.135456e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -21355554.000000 Penalty: 5942.356445
	Iteration 12Q: 3 clusters Score -2.135555e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -21356688.000000 Penalty: 5942.356445
	Iteration 13Q: 3 clusters Score -2.135669e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -21357680.000000 Penalty: 5942.356445
	Iteration 14Q: 3 clusters Score -2.135768e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -21358612.000000 Penalty: 5942.356445
	Iteration 15Q: 3 clusters Score -2.135861e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -21359352.000000 Penalty: 5942.356445
	Iteration 16Q: 3 clusters Score -2.135935e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -21360000.000000 Penalty: 5942.356445
	Iteration 17Q: 3 clusters Score -2.136e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -21360626.000000 Penalty: 5942.356445
	Iteration 18Q: 3 clusters Score -2.136063e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -21361076.000000 Penalty: 5942.356445
	Iteration 19Q: 3 clusters Score -2.136108e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -21361476.000000 Penalty: 5942.356445
	Iteration 20F: 3 clusters Score -2.136148e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -21361822.000000 Penalty: 5942.356445
	Iteration 21Q: 3 clusters Score -2.136182e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -21362084.000000 Penalty: 5942.356445
	Iteration 22Q: 3 clusters Score -2.136208e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -21362482.000000 Penalty: 5942.356445
	Iteration 23Q: 3 clusters Score -2.136248e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -21362896.000000 Penalty: 5942.356445
	Iteration 24Q: 3 clusters Score -2.13629e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -21363268.000000 Penalty: 5942.356445
	Iteration 25Q: 3 clusters Score -2.136327e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -21363606.000000 Penalty: 5942.356445
	Iteration 26Q: 3 clusters Score -2.136361e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -21363948.000000 Penalty: 5942.356445
	Iteration 27Q: 3 clusters Score -2.136395e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -21364294.000000 Penalty: 5942.356445
	Iteration 28Q: 3 clusters Score -2.136429e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -21364558.000000 Penalty: 5942.356445
	Iteration 29Q: 3 clusters Score -2.136456e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -21364996.000000 Penalty: 5942.356445
	Iteration 30Q: 3 clusters Score -2.1365e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -21365332.000000 Penalty: 5942.356445
	Iteration 31Q: 3 clusters Score -2.136533e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -21365712.000000 Penalty: 5942.356445
	Iteration 32Q: 3 clusters Score -2.136571e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -21366034.000000 Penalty: 5942.356445
	Iteration 33Q: 3 clusters Score -2.136603e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -21366278.000000 Penalty: 5942.356445
	Iteration 34Q: 3 clusters Score -2.136628e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -21366650.000000 Penalty: 5942.356445
	Iteration 35Q: 3 clusters Score -2.136665e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -21366792.000000 Penalty: 5942.356445
	Iteration 36Q: 3 clusters Score -2.136679e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -21367028.000000 Penalty: 5942.356445
	Iteration 37Q: 3 clusters Score -2.136703e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121232 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -21367284.000000 Penalty: 5942.356445
	Iteration 38Q: 3 clusters Score -2.136728e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -21367482.000000 Penalty: 5942.356445
	Iteration 39Q: 3 clusters Score -2.136748e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -21367634.000000 Penalty: 5942.356445
	Iteration 40F: 3 clusters Score -2.136763e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -21367874.000000 Penalty: 5942.356445
	Iteration 41Q: 3 clusters Score -2.136787e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -21367960.000000 Penalty: 5942.356445
	Iteration 42Q: 3 clusters Score -2.136796e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -21367980.000000 Penalty: 5942.356445
	Iteration 43Q: 3 clusters Score -2.136798e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -21368048.000000 Penalty: 5942.356445
	Iteration 44Q: 3 clusters Score -2.136805e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -21368214.000000 Penalty: 5942.356445
	Iteration 45Q: 3 clusters Score -2.136821e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126823 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -21368286.000000 Penalty: 5942.356445
	Iteration 46Q: 3 clusters Score -2.136829e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -21368370.000000 Penalty: 5942.356445
	Iteration 47Q: 3 clusters Score -2.136837e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127853 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -21368420.000000 Penalty: 5942.356445
	Iteration 48Q: 3 clusters Score -2.136842e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -21368464.000000 Penalty: 5942.356445
	Iteration 49Q: 3 clusters Score -2.136846e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -21368536.000000 Penalty: 5942.356445
	Iteration 50Q: 3 clusters Score -2.136854e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129283 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -21368620.000000 Penalty: 5942.356445
	Iteration 51Q: 3 clusters Score -2.136862e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -21368674.000000 Penalty: 5942.356445
	Iteration 52Q: 3 clusters Score -2.136867e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -21368822.000000 Penalty: 5942.356445
	Iteration 53Q: 3 clusters Score -2.136882e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130781 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -21368834.000000 Penalty: 5942.356445
	Iteration 54Q: 3 clusters Score -2.136883e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -21368898.000000 Penalty: 5942.356445
	Iteration 55Q: 3 clusters Score -2.13689e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -21369002.000000 Penalty: 5942.356445
	Iteration 56Q: 3 clusters Score -2.1369e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -21369038.000000 Penalty: 5942.356445
	Iteration 57Q: 3 clusters Score -2.136904e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132584 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -21369028.000000 Penalty: 5942.356445
	Iteration 58Q: 3 clusters Score -2.136903e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -21369084.000000 Penalty: 5942.356445
	Iteration 59Q: 3 clusters Score -2.136908e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133383 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -21369200.000000 Penalty: 5942.356445
	Iteration 60F: 3 clusters Score -2.13692e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -21369188.000000 Penalty: 5942.356445
	Iteration 61Q: 3 clusters Score -2.136919e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -21369224.000000 Penalty: 5942.356445
	Iteration 62Q: 3 clusters Score -2.136922e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -21369282.000000 Penalty: 5942.356445
	Iteration 63Q: 3 clusters Score -2.136928e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -21369358.000000 Penalty: 5942.356445
	Iteration 64Q: 3 clusters Score -2.136936e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135182 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -21369458.000000 Penalty: 5942.356445
	Iteration 65Q: 3 clusters Score -2.136946e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -21369486.000000 Penalty: 5942.356445
	Iteration 66Q: 3 clusters Score -2.136949e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -21369568.000000 Penalty: 5942.356445
	Iteration 67Q: 3 clusters Score -2.136957e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -21369570.000000 Penalty: 5942.356445
	Iteration 68Q: 3 clusters Score -2.136957e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -21369530.000000 Penalty: 5942.356445
	Iteration 69Q: 3 clusters Score -2.136953e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -21369606.000000 Penalty: 5942.356445
	Iteration 70Q: 3 clusters Score -2.136961e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -21369650.000000 Penalty: 5942.356445
	Iteration 71Q: 3 clusters Score -2.136965e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137810 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -21369670.000000 Penalty: 5942.356445
	Iteration 72Q: 3 clusters Score -2.136967e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -21369758.000000 Penalty: 5942.356445
	Iteration 73Q: 3 clusters Score -2.136976e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -21369866.000000 Penalty: 5942.356445
	Iteration 74Q: 3 clusters Score -2.136987e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139023 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -21369950.000000 Penalty: 5942.356445
	Iteration 75Q: 3 clusters Score -2.136995e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -21370028.000000 Penalty: 5942.356445
	Iteration 76Q: 3 clusters Score -2.137003e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -21370028.000000 Penalty: 5942.356445
	Iteration 77Q: 3 clusters Score -2.137003e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -21370062.000000 Penalty: 5942.356445
	Iteration 78Q: 3 clusters Score -2.137006e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -21370084.000000 Penalty: 5942.356445
	Iteration 79Q: 3 clusters Score -2.137008e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -21370132.000000 Penalty: 5942.356445
	Iteration 80F: 3 clusters Score -2.137013e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -21370164.000000 Penalty: 5942.356445
	Iteration 81Q: 3 clusters Score -2.137016e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -21370174.000000 Penalty: 5942.356445
	Iteration 82Q: 3 clusters Score -2.137017e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -21370218.000000 Penalty: 5942.356445
	Iteration 83Q: 3 clusters Score -2.137022e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142788 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -21370176.000000 Penalty: 5942.356445
	Iteration 84Q: 3 clusters Score -2.137018e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -21370096.000000 Penalty: 5942.356445
	Iteration 85Q: 3 clusters Score -2.13701e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -21370136.000000 Penalty: 5942.356445
	Iteration 86Q: 3 clusters Score -2.137014e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -21370112.000000 Penalty: 5942.356445
	Iteration 87Q: 3 clusters Score -2.137011e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -21370130.000000 Penalty: 5942.356445
	Iteration 88Q: 3 clusters Score -2.137013e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144728 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -21370122.000000 Penalty: 5942.356445
	Iteration 89Q: 3 clusters Score -2.137012e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -21370048.000000 Penalty: 5942.356445
	Iteration 90Q: 3 clusters Score -2.137005e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -21370058.000000 Penalty: 5942.356445
	Iteration 91Q: 3 clusters Score -2.137006e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145801 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -21370086.000000 Penalty: 5942.356445
	Iteration 92Q: 3 clusters Score -2.137009e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -21370050.000000 Penalty: 5942.356445
	Iteration 93Q: 3 clusters Score -2.137005e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146468 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -21370076.000000 Penalty: 5942.356445
	Iteration 94Q: 3 clusters Score -2.137008e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -21370038.000000 Penalty: 5942.356445
	Iteration 95Q: 3 clusters Score -2.137004e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -21370082.000000 Penalty: 5942.356445
	Iteration 96Q: 3 clusters Score -2.137008e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -21370054.000000 Penalty: 5942.356445
	Iteration 97Q: 3 clusters Score -2.137005e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -21370082.000000 Penalty: 5942.356445
	Iteration 98Q: 3 clusters Score -2.137008e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -21370092.000000 Penalty: 5942.356445
	Iteration 99Q: 3 clusters Score -2.137009e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -21370106.000000 Penalty: 5942.356445
	Iteration 100F: 3 clusters Score -2.137011e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148201 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -21370080.000000 Penalty: 5942.356445
	Iteration 101Q: 3 clusters Score -2.137008e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -21370044.000000 Penalty: 5942.356445
	Iteration 102Q: 3 clusters Score -2.137004e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -21370016.000000 Penalty: 5942.356445
	Iteration 103Q: 3 clusters Score -2.137002e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -21370028.000000 Penalty: 5942.356445
	Iteration 104Q: 3 clusters Score -2.137003e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149004 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -21370028.000000 Penalty: 5942.356445
	Iteration 105Q: 3 clusters Score -2.137003e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -21369958.000000 Penalty: 5942.356445
	Iteration 106Q: 3 clusters Score -2.136996e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -21369936.000000 Penalty: 5942.356445
	Iteration 107Q: 3 clusters Score -2.136994e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -21369932.000000 Penalty: 5942.356445
	Iteration 108Q: 3 clusters Score -2.136993e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -21369932.000000 Penalty: 5942.356445
	Iteration 109Q: 3 clusters Score -2.136993e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -21369932.000000 Penalty: 5942.356445
	Iteration 110Q: 3 clusters Score -2.136993e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -21369916.000000 Penalty: 5942.356445
	Iteration 111Q: 3 clusters Score -2.136992e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -21369898.000000 Penalty: 5942.356445
	Iteration 112Q: 3 clusters Score -2.13699e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -21369894.000000 Penalty: 5942.356445
	Iteration 113Q: 3 clusters Score -2.136989e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -21369896.000000 Penalty: 5942.356445
	Iteration 114Q: 3 clusters Score -2.13699e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150367 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -21369900.000000 Penalty: 5942.356445
	Iteration 115Q: 3 clusters Score -2.13699e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -21369862.000000 Penalty: 5942.356445
	Iteration 116Q: 3 clusters Score -2.136986e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -21369878.000000 Penalty: 5942.356445
	Iteration 117Q: 3 clusters Score -2.136988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -21369854.000000 Penalty: 5942.356445
	Iteration 118Q: 3 clusters Score -2.136985e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -21369842.000000 Penalty: 5942.356445
	Iteration 119Q: 3 clusters Score -2.136984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -21369828.000000 Penalty: 5942.356445
	Iteration 120F: 3 clusters Score -2.136983e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -21369806.000000 Penalty: 5942.356445
	Iteration 121Q: 3 clusters Score -2.136981e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -21369810.000000 Penalty: 5942.356445
	Iteration 122Q: 3 clusters Score -2.136981e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -21369792.000000 Penalty: 5942.356445
	Iteration 123Q: 3 clusters Score -2.136979e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -21369814.000000 Penalty: 5942.356445
	Iteration 124Q: 3 clusters Score -2.136981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151273 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -21369818.000000 Penalty: 5942.356445
	Iteration 125Q: 3 clusters Score -2.136982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151354 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -21369812.000000 Penalty: 5942.356445
	Iteration 126Q: 3 clusters Score -2.136981e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151444 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -21369754.000000 Penalty: 5942.356445
	Iteration 127Q: 3 clusters Score -2.136975e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151536 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -21369732.000000 Penalty: 5942.356445
	Iteration 128Q: 3 clusters Score -2.136973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -21369732.000000 Penalty: 5942.356445
	Iteration 129Q: 3 clusters Score -2.136973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151709 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -21369674.000000 Penalty: 5942.356445
	Iteration 130Q: 3 clusters Score -2.136967e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151785 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -21369676.000000 Penalty: 5942.356445
	Iteration 131Q: 3 clusters Score -2.136968e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -21369676.000000 Penalty: 5942.356445
	Iteration 132Q: 3 clusters Score -2.136968e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151929 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -21369678.000000 Penalty: 5942.356445
	Iteration 133Q: 3 clusters Score -2.136968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -21369620.000000 Penalty: 5942.356445
	Iteration 134Q: 3 clusters Score -2.136962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -21369612.000000 Penalty: 5942.356445
	Iteration 135Q: 3 clusters Score -2.136961e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -21369584.000000 Penalty: 5942.356445
	Iteration 136Q: 3 clusters Score -2.136958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -21369576.000000 Penalty: 5942.356445
	Iteration 137Q: 3 clusters Score -2.136958e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152228 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -21369542.000000 Penalty: 5942.356445
	Iteration 138Q: 3 clusters Score -2.136954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -21369526.000000 Penalty: 5942.356445
	Iteration 139Q: 3 clusters Score -2.136953e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21369536.000000 Penalty: 5942.356445
	Iteration 140F: 3 clusters Score -2.136954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -21369546.000000 Penalty: 5942.356445
	Iteration 141Q: 3 clusters Score -2.136955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -21369580.000000 Penalty: 5942.356445
	Iteration 142Q: 3 clusters Score -2.136958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -21369552.000000 Penalty: 5942.356445
	Iteration 143Q: 3 clusters Score -2.136955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -21369550.000000 Penalty: 5942.356445
	Iteration 144Q: 3 clusters Score -2.136955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -21369524.000000 Penalty: 5942.356445
	Iteration 145Q: 3 clusters Score -2.136952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -21369498.000000 Penalty: 5942.356445
	Iteration 146Q: 3 clusters Score -2.13695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -21369502.000000 Penalty: 5942.356445
	Iteration 147Q: 3 clusters Score -2.13695e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -21369528.000000 Penalty: 5942.356445
	Iteration 148Q: 3 clusters Score -2.136953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -21369514.000000 Penalty: 5942.356445
	Iteration 149Q: 3 clusters Score -2.136951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -21369506.000000 Penalty: 5942.356445
	Iteration 150Q: 3 clusters Score -2.136951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -21369508.000000 Penalty: 5942.356445
	Iteration 151Q: 3 clusters Score -2.136951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -21369502.000000 Penalty: 5942.356445
	Iteration 152Q: 3 clusters Score -2.13695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -21369504.000000 Penalty: 5942.356445
	Iteration 153Q: 3 clusters Score -2.13695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -21369538.000000 Penalty: 5942.356445
	Iteration 154Q: 3 clusters Score -2.136954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -21369512.000000 Penalty: 5942.356445
	Iteration 155Q: 3 clusters Score -2.136951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -21369508.000000 Penalty: 5942.356445
	Iteration 156Q: 3 clusters Score -2.136951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -21369488.000000 Penalty: 5942.356445
	Iteration 157Q: 3 clusters Score -2.136949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -21369502.000000 Penalty: 5942.356445
	Iteration 158Q: 3 clusters Score -2.13695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -21369486.000000 Penalty: 5942.356445
	Iteration 159Q: 3 clusters Score -2.136949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152919 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -21369494.000000 Penalty: 5942.356445
	Iteration 160F: 3 clusters Score -2.136949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -21369466.000000 Penalty: 5942.356445
	Iteration 161Q: 3 clusters Score -2.136947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -21369494.000000 Penalty: 5942.356445
	Iteration 162Q: 3 clusters Score -2.136949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -21369486.000000 Penalty: 5942.356445
	Iteration 163Q: 3 clusters Score -2.136949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -21369484.000000 Penalty: 5942.356445
	Iteration 164Q: 3 clusters Score -2.136948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -21369460.000000 Penalty: 5942.356445
	Iteration 165Q: 3 clusters Score -2.136946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -21369480.000000 Penalty: 5942.356445
	Iteration 166Q: 3 clusters Score -2.136948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -21369470.000000 Penalty: 5942.356445
	Iteration 167Q: 3 clusters Score -2.136947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -21369474.000000 Penalty: 5942.356445
	Iteration 168Q: 3 clusters Score -2.136947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -21369470.000000 Penalty: 5942.356445
	Iteration 169Q: 3 clusters Score -2.136947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -21369446.000000 Penalty: 5942.356445
	Iteration 170Q: 3 clusters Score -2.136945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -21369450.000000 Penalty: 5942.356445
	Iteration 171Q: 3 clusters Score -2.136945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -21369458.000000 Penalty: 5942.356445
	Iteration 172Q: 3 clusters Score -2.136946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -21369454.000000 Penalty: 5942.356445
	Iteration 173Q: 3 clusters Score -2.136945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -21369450.000000 Penalty: 5942.356445
	Iteration 174Q: 3 clusters Score -2.136945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -21369464.000000 Penalty: 5942.356445
	Iteration 175Q: 3 clusters Score -2.136946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -21369450.000000 Penalty: 5942.356445
	Iteration 176Q: 3 clusters Score -2.136945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -21369422.000000 Penalty: 5942.356445
	Iteration 177Q: 3 clusters Score -2.136942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -21369428.000000 Penalty: 5942.356445
	Iteration 178Q: 3 clusters Score -2.136943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -21369428.000000 Penalty: 5942.356445
	Iteration 179Q: 3 clusters Score -2.136943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 180F: 3 clusters Score -2.136942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21369410.000000 Penalty: 5942.356445
	Iteration 181Q: 3 clusters Score -2.136941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -21369420.000000 Penalty: 5942.356445
	Iteration 182Q: 3 clusters Score -2.136942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -21369406.000000 Penalty: 5942.356445
	Iteration 183Q: 3 clusters Score -2.136941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -21369412.000000 Penalty: 5942.356445
	Iteration 184Q: 3 clusters Score -2.136941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -21369414.000000 Penalty: 5942.356445
	Iteration 185Q: 3 clusters Score -2.136941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -21369404.000000 Penalty: 5942.356445
	Iteration 186Q: 3 clusters Score -2.13694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 187Q: 3 clusters Score -2.136942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -21369408.000000 Penalty: 5942.356445
	Iteration 188Q: 3 clusters Score -2.136941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -21369412.000000 Penalty: 5942.356445
	Iteration 189Q: 3 clusters Score -2.136941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -21369422.000000 Penalty: 5942.356445
	Iteration 190Q: 3 clusters Score -2.136942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -21369422.000000 Penalty: 5942.356445
	Iteration 191Q: 3 clusters Score -2.136942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -21369428.000000 Penalty: 5942.356445
	Iteration 192Q: 3 clusters Score -2.136943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -21369430.000000 Penalty: 5942.356445
	Iteration 193Q: 3 clusters Score -2.136943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 194Q: 3 clusters Score -2.136942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21369408.000000 Penalty: 5942.356445
	Iteration 195Q: 3 clusters Score -2.136941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -21369406.000000 Penalty: 5942.356445
	Iteration 196Q: 3 clusters Score -2.136941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -21369410.000000 Penalty: 5942.356445
	Iteration 197Q: 3 clusters Score -2.136941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -21369408.000000 Penalty: 5942.356445
	Iteration 198Q: 3 clusters Score -2.136941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153619 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -21369420.000000 Penalty: 5942.356445
	Iteration 199Q: 3 clusters Score -2.136942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -21369432.000000 Penalty: 5942.356445
	Iteration 200F: 3 clusters Score -2.136943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -21369428.000000 Penalty: 5942.356445
	Iteration 201Q: 3 clusters Score -2.136943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -21369426.000000 Penalty: 5942.356445
	Iteration 202Q: 3 clusters Score -2.136943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 203Q: 3 clusters Score -2.136942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -21369422.000000 Penalty: 5942.356445
	Iteration 204Q: 3 clusters Score -2.136942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -21369426.000000 Penalty: 5942.356445
	Iteration 205Q: 3 clusters Score -2.136943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153636 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 206Q: 3 clusters Score -2.136942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -21369418.000000 Penalty: 5942.356445
	Iteration 207Q: 3 clusters Score -2.136942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -21369434.000000 Penalty: 5942.356445
	Iteration 208Q: 3 clusters Score -2.136943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -21369414.000000 Penalty: 5942.356445
	Iteration 209Q: 3 clusters Score -2.136941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -21369420.000000 Penalty: 5942.356445
	Iteration 210Q: 3 clusters Score -2.136942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -21369420.000000 Penalty: 5942.356445
	Iteration 211Q: 3 clusters Score -2.136942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -21369434.000000 Penalty: 5942.356445
	Iteration 212Q: 3 clusters Score -2.136943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -21369432.000000 Penalty: 5942.356445
	Iteration 213Q: 3 clusters Score -2.136943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -21369434.000000 Penalty: 5942.356445
	Iteration 214Q: 3 clusters Score -2.136943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -21369430.000000 Penalty: 5942.356445
	Iteration 215Q: 3 clusters Score -2.136943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -21369424.000000 Penalty: 5942.356445
	Iteration 216Q: 3 clusters Score -2.136942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -21369424.000000 Penalty: 5942.356445
	Iteration 217F: 3 clusters Score -2.136942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -589364.125000 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -589364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -585101.062500 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -585101.1 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -586139.187500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -586139.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -586449.562500 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -586449.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -586688.625000 Penalty: 4185.322754
	Iteration 3F: 3 clusters Score -586688.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -586875.500000 Penalty: 4185.322754
	Iteration 4F: 3 clusters Score -586875.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -587043.187500 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -587043.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -587199.750000 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -587199.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -587322.937500 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -587322.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -587424.562500 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -587424.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -587498.250000 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -587498.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -587567.687500 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -587567.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -587615.187500 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -587615.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -587665.125000 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -587665.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -587705.062500 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -587705.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -587739.500000 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -587739.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -587765.062500 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -587765.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -587784.875000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -587784.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -587797.250000 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -587797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -587803.875000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -587803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -587805.375000 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -587805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -587807.875000 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -587807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -587808.625000 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -587808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -587810.812500 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -587810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -587813.875000 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -587813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -587817.687500 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -587817.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -587822.187500 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -587822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -587826.875000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -587826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -587832.750000 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -587832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -587837.125000 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -587837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -587842.312500 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -587842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -587848.687500 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -587848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -587852.375000 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -587852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -587854.500000 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -587854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -587856.562500 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -587856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -587857.437500 Penalty: 4185.322754
	Iteration 34Q: 3 clusters Score -587857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -587860.625000 Penalty: 4185.322754
	Iteration 35Q: 3 clusters Score -587860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -587863.312500 Penalty: 4185.322754
	Iteration 36Q: 3 clusters Score -587863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -587863.375000 Penalty: 4185.322754
	Iteration 37Q: 3 clusters Score -587863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -587863.062500 Penalty: 4185.322754
	Iteration 38Q: 3 clusters Score -587863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -587865.062500 Penalty: 4185.322754
	Iteration 39Q: 3 clusters Score -587865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -587865.375000 Penalty: 4185.322754
	Iteration 40F: 3 clusters Score -587865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -587867.812500 Penalty: 4185.322754
	Iteration 41Q: 3 clusters Score -587867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -587869.437500 Penalty: 4185.322754
	Iteration 42Q: 3 clusters Score -587869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -587869.437500 Penalty: 4185.322754
	Iteration 43F: 3 clusters Score -587869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Entering Unmasked Estep 
Score: -21052168.000000 Penalty: 2964.560547
	Iteration 0F: 2 clusters Score -2.105217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -20950360.000000 Penalty: 5929.121094
	Iteration 0F: 3 clusters Score -2.095036e+07 nChanged 74337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -20993678.000000 Penalty: 5929.121094
	Iteration 1F: 3 clusters Score -2.099368e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -20995368.000000 Penalty: 5929.121094
	Iteration 2Q: 3 clusters Score -2.099537e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -20998200.000000 Penalty: 5929.121094
	Iteration 3Q: 3 clusters Score -2.09982e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -21003490.000000 Penalty: 5929.121094
	Iteration 4F: 3 clusters Score -2.100349e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -21012810.000000 Penalty: 5929.121094
	Iteration 5F: 3 clusters Score -2.101281e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 130064 members 
Entering Unmasked Estep 
Score: -21025468.000000 Penalty: 5929.121094
	Iteration 6F: 3 clusters Score -2.102547e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -21038194.000000 Penalty: 5929.121094
	Iteration 7F: 3 clusters Score -2.103819e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 150146 members 
Entering Unmasked Estep 
Score: -21045704.000000 Penalty: 5929.121094
	Iteration 8F: 3 clusters Score -2.10457e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -21048480.000000 Penalty: 5929.121094
	Iteration 9Q: 3 clusters Score -2.104848e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -21049204.000000 Penalty: 5929.121094
	Iteration 10Q: 3 clusters Score -2.10492e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -21049396.000000 Penalty: 5929.121094
	Iteration 11Q: 3 clusters Score -2.10494e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -21049458.000000 Penalty: 5929.121094
	Iteration 12Q: 3 clusters Score -2.104946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -21049508.000000 Penalty: 5929.121094
	Iteration 13Q: 3 clusters Score -2.104951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -21049558.000000 Penalty: 5929.121094
	Iteration 14Q: 3 clusters Score -2.104956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -21049576.000000 Penalty: 5929.121094
	Iteration 15Q: 3 clusters Score -2.104958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -21049580.000000 Penalty: 5929.121094
	Iteration 16Q: 3 clusters Score -2.104958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 155213 members 
Entering Unmasked Estep 
Score: -21049614.000000 Penalty: 5929.121094
	Iteration 17Q: 3 clusters Score -2.104961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155214 members 
Entering Unmasked Estep 
Score: -21049622.000000 Penalty: 5929.121094
	Iteration 18Q: 3 clusters Score -2.104962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155214 members 
Entering Unmasked Estep 
Score: -21049624.000000 Penalty: 5929.121094
	Iteration 19Q: 3 clusters Score -2.104962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -21049626.000000 Penalty: 5929.121094
	Iteration 20F: 3 clusters Score -2.104963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -21049626.000000 Penalty: 5929.121094
	Iteration 21Q: 3 clusters Score -2.104963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -21049630.000000 Penalty: 5929.121094
	Iteration 22Q: 3 clusters Score -2.104963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -21049628.000000 Penalty: 5929.121094
	Iteration 23Q: 3 clusters Score -2.104963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -21049632.000000 Penalty: 5929.121094
	Iteration 24Q: 3 clusters Score -2.104963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155220 members 
Entering Unmasked Estep 
Score: -21049636.000000 Penalty: 5929.121094
	Iteration 25Q: 3 clusters Score -2.104964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -21049646.000000 Penalty: 5929.121094
	Iteration 26Q: 3 clusters Score -2.104965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -21049646.000000 Penalty: 5929.121094
	Iteration 27F: 3 clusters Score -2.104965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Entering Unmasked Estep 
Score: -4722793.500000 Penalty: 2593.193115
	Iteration 0F: 2 clusters Score -4722794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4699142.000000 Penalty: 5186.386230
	Iteration 0F: 3 clusters Score -4699142 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4708093.500000 Penalty: 5186.386230
	Iteration 1F: 3 clusters Score -4708094 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4708851.500000 Penalty: 5186.386230
	Iteration 2F: 3 clusters Score -4708852 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4709642.500000 Penalty: 5186.386230
	Iteration 3F: 3 clusters Score -4709642 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4710427.000000 Penalty: 5186.386230
	Iteration 4F: 3 clusters Score -4710427 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4711292.000000 Penalty: 5186.386230
	Iteration 5F: 3 clusters Score -4711292 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4712331.000000 Penalty: 5186.386230
	Iteration 6F: 3 clusters Score -4712331 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -4713656.500000 Penalty: 5186.386230
	Iteration 7F: 3 clusters Score -4713656 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4715336.000000 Penalty: 5186.386230
	Iteration 8F: 3 clusters Score -4715336 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4716977.500000 Penalty: 5186.386230
	Iteration 9F: 3 clusters Score -4716978 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4717948.500000 Penalty: 5186.386230
	Iteration 10Q: 3 clusters Score -4717948 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4718327.500000 Penalty: 5186.386230
	Iteration 11Q: 3 clusters Score -4718328 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -4718540.500000 Penalty: 5186.386230
	Iteration 12Q: 3 clusters Score -4718540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4718654.500000 Penalty: 5186.386230
	Iteration 13Q: 3 clusters Score -4718654 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4718760.000000 Penalty: 5186.386230
	Iteration 14Q: 3 clusters Score -4718760 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4718894.000000 Penalty: 5186.386230
	Iteration 15Q: 3 clusters Score -4718894 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4718994.500000 Penalty: 5186.386230
	Iteration 16Q: 3 clusters Score -4718994 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4719115 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4719214.500000 Penalty: 5186.386230
	Iteration 18Q: 3 clusters Score -4719214 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4719291.000000 Penalty: 5186.386230
	Iteration 19Q: 3 clusters Score -4719291 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4719357.500000 Penalty: 5186.386230
	Iteration 20F: 3 clusters Score -4719358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4719425.500000 Penalty: 5186.386230
	Iteration 21Q: 3 clusters Score -4719426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4719472.000000 Penalty: 5186.386230
	Iteration 22Q: 3 clusters Score -4719472 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4719524.000000 Penalty: 5186.386230
	Iteration 23Q: 3 clusters Score -4719524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4719598 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4719638 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4719677.000000 Penalty: 5186.386230
	Iteration 26Q: 3 clusters Score -4719677 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4719712.500000 Penalty: 5186.386230
	Iteration 27Q: 3 clusters Score -4719712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4719738.000000 Penalty: 5186.386230
	Iteration 28Q: 3 clusters Score -4719738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4719796.500000 Penalty: 5186.386230
	Iteration 29Q: 3 clusters Score -4719796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -4719833.500000 Penalty: 5186.386230
	Iteration 30Q: 3 clusters Score -4719834 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4719851.000000 Penalty: 5186.386230
	Iteration 31Q: 3 clusters Score -4719851 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4719904.000000 Penalty: 5186.386230
	Iteration 32Q: 3 clusters Score -4719904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4719948.500000 Penalty: 5186.386230
	Iteration 33Q: 3 clusters Score -4719948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4719994.000000 Penalty: 5186.386230
	Iteration 34Q: 3 clusters Score -4719994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4720056.000000 Penalty: 5186.386230
	Iteration 35Q: 3 clusters Score -4720056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4720108.500000 Penalty: 5186.386230
	Iteration 36Q: 3 clusters Score -4720108 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4720175.000000 Penalty: 5186.386230
	Iteration 37Q: 3 clusters Score -4720175 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4720227.500000 Penalty: 5186.386230
	Iteration 38Q: 3 clusters Score -4720228 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4720276.500000 Penalty: 5186.386230
	Iteration 39Q: 3 clusters Score -4720276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4720324.000000 Penalty: 5186.386230
	Iteration 40F: 3 clusters Score -4720324 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4720361.500000 Penalty: 5186.386230
	Iteration 41Q: 3 clusters Score -4720362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4720404.500000 Penalty: 5186.386230
	Iteration 42Q: 3 clusters Score -4720404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4720438.500000 Penalty: 5186.386230
	Iteration 43Q: 3 clusters Score -4720438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4720469.500000 Penalty: 5186.386230
	Iteration 44Q: 3 clusters Score -4720470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4720520.000000 Penalty: 5186.386230
	Iteration 45Q: 3 clusters Score -4720520 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4720566.000000 Penalty: 5186.386230
	Iteration 46Q: 3 clusters Score -4720566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4720578.000000 Penalty: 5186.386230
	Iteration 47Q: 3 clusters Score -4720578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4720599.000000 Penalty: 5186.386230
	Iteration 48Q: 3 clusters Score -4720599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4720635.000000 Penalty: 5186.386230
	Iteration 49Q: 3 clusters Score -4720635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4720670.500000 Penalty: 5186.386230
	Iteration 50Q: 3 clusters Score -4720670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4720687.500000 Penalty: 5186.386230
	Iteration 51Q: 3 clusters Score -4720688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4720699.500000 Penalty: 5186.386230
	Iteration 52Q: 3 clusters Score -4720700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4720718.500000 Penalty: 5186.386230
	Iteration 53Q: 3 clusters Score -4720718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4720736.500000 Penalty: 5186.386230
	Iteration 54Q: 3 clusters Score -4720736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4720747.000000 Penalty: 5186.386230
	Iteration 55Q: 3 clusters Score -4720747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4720757.000000 Penalty: 5186.386230
	Iteration 56Q: 3 clusters Score -4720757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4720761.500000 Penalty: 5186.386230
	Iteration 57Q: 3 clusters Score -4720762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4720761.500000 Penalty: 5186.386230
	Iteration 58Q: 3 clusters Score -4720762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4720774.500000 Penalty: 5186.386230
	Iteration 59Q: 3 clusters Score -4720774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4720784.000000 Penalty: 5186.386230
	Iteration 60F: 3 clusters Score -4720784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -4720778.500000 Penalty: 5186.386230
	Iteration 61Q: 3 clusters Score -4720778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4720793.500000 Penalty: 5186.386230
	Iteration 62Q: 3 clusters Score -4720794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4720794.000000 Penalty: 5186.386230
	Iteration 63Q: 3 clusters Score -4720794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4720803.500000 Penalty: 5186.386230
	Iteration 64Q: 3 clusters Score -4720804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4720804.000000 Penalty: 5186.386230
	Iteration 65Q: 3 clusters Score -4720804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4720807.500000 Penalty: 5186.386230
	Iteration 66Q: 3 clusters Score -4720808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4720813.000000 Penalty: 5186.386230
	Iteration 67Q: 3 clusters Score -4720813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4720816.500000 Penalty: 5186.386230
	Iteration 68Q: 3 clusters Score -4720816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4720821.500000 Penalty: 5186.386230
	Iteration 69Q: 3 clusters Score -4720822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4720824.500000 Penalty: 5186.386230
	Iteration 70Q: 3 clusters Score -4720824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4720823.500000 Penalty: 5186.386230
	Iteration 71Q: 3 clusters Score -4720824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4720825.000000 Penalty: 5186.386230
	Iteration 72Q: 3 clusters Score -4720825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4720828.500000 Penalty: 5186.386230
	Iteration 73Q: 3 clusters Score -4720828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4720830.000000 Penalty: 5186.386230
	Iteration 74Q: 3 clusters Score -4720830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4720833.500000 Penalty: 5186.386230
	Iteration 75Q: 3 clusters Score -4720834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4720841.000000 Penalty: 5186.386230
	Iteration 76Q: 3 clusters Score -4720841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4720844.500000 Penalty: 5186.386230
	Iteration 77Q: 3 clusters Score -4720844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4720856.000000 Penalty: 5186.386230
	Iteration 78Q: 3 clusters Score -4720856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4720857.000000 Penalty: 5186.386230
	Iteration 79Q: 3 clusters Score -4720857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4720858.500000 Penalty: 5186.386230
	Iteration 80F: 3 clusters Score -4720858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4720863.000000 Penalty: 5186.386230
	Iteration 81Q: 3 clusters Score -4720863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4720867.500000 Penalty: 5186.386230
	Iteration 82Q: 3 clusters Score -4720868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4720866.000000 Penalty: 5186.386230
	Iteration 83Q: 3 clusters Score -4720866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4720869.500000 Penalty: 5186.386230
	Iteration 84Q: 3 clusters Score -4720870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4720866.000000 Penalty: 5186.386230
	Iteration 85Q: 3 clusters Score -4720866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4720874.500000 Penalty: 5186.386230
	Iteration 86Q: 3 clusters Score -4720874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4720868.000000 Penalty: 5186.386230
	Iteration 87Q: 3 clusters Score -4720868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4720872.000000 Penalty: 5186.386230
	Iteration 88Q: 3 clusters Score -4720872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4720871.000000 Penalty: 5186.386230
	Iteration 89Q: 3 clusters Score -4720871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4720878.500000 Penalty: 5186.386230
	Iteration 90Q: 3 clusters Score -4720878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4720879.000000 Penalty: 5186.386230
	Iteration 91Q: 3 clusters Score -4720879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4720877.500000 Penalty: 5186.386230
	Iteration 92Q: 3 clusters Score -4720878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4720875.500000 Penalty: 5186.386230
	Iteration 93Q: 3 clusters Score -4720876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4720878.500000 Penalty: 5186.386230
	Iteration 94Q: 3 clusters Score -4720878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4720881.500000 Penalty: 5186.386230
	Iteration 95Q: 3 clusters Score -4720882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4720882.000000 Penalty: 5186.386230
	Iteration 96Q: 3 clusters Score -4720882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4720890.500000 Penalty: 5186.386230
	Iteration 97Q: 3 clusters Score -4720890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4720895.000000 Penalty: 5186.386230
	Iteration 98Q: 3 clusters Score -4720895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4720901.500000 Penalty: 5186.386230
	Iteration 99Q: 3 clusters Score -4720902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4720893.500000 Penalty: 5186.386230
	Iteration 100F: 3 clusters Score -4720894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4720893.500000 Penalty: 5186.386230
	Iteration 101Q: 3 clusters Score -4720894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4720893.000000 Penalty: 5186.386230
	Iteration 102Q: 3 clusters Score -4720893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4720900.500000 Penalty: 5186.386230
	Iteration 103Q: 3 clusters Score -4720900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4720909.500000 Penalty: 5186.386230
	Iteration 104Q: 3 clusters Score -4720910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4720912.000000 Penalty: 5186.386230
	Iteration 105Q: 3 clusters Score -4720912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4720910.000000 Penalty: 5186.386230
	Iteration 106Q: 3 clusters Score -4720910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4720909.000000 Penalty: 5186.386230
	Iteration 107Q: 3 clusters Score -4720909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4720908.000000 Penalty: 5186.386230
	Iteration 108Q: 3 clusters Score -4720908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4720907.500000 Penalty: 5186.386230
	Iteration 109Q: 3 clusters Score -4720908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4720907.500000 Penalty: 5186.386230
	Iteration 110Q: 3 clusters Score -4720908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4720909.500000 Penalty: 5186.386230
	Iteration 111Q: 3 clusters Score -4720910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4720909.500000 Penalty: 5186.386230
	Iteration 112F: 3 clusters Score -4720910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62807 members 
Mstep: Class 11 contains 135793 members 
Mstep: Class 12 contains 67388 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159621 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155418 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367392.000000 Penalty: 77098.109375
Iteration 399Q: 23 clusters Score -1.803674e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138653 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148365 members 
Mstep: Class 5 contains 104240 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143870 members 
Mstep: Class 10 contains 62805 members 
Mstep: Class 11 contains 135795 members 
Mstep: Class 12 contains 67388 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155421 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 400F: 23 clusters Score -1.803674e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138646 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148370 members 
Mstep: Class 5 contains 104241 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143869 members 
Mstep: Class 10 contains 62801 members 
Mstep: Class 11 contains 135801 members 
Mstep: Class 12 contains 67389 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159632 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155413 members 
Mstep: Class 23 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 401Q: 23 clusters Score -1.803674e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148367 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62800 members 
Mstep: Class 11 contains 135802 members 
Mstep: Class 12 contains 67389 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159636 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155417 members 
Mstep: Class 23 contains 34768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 402Q: 23 clusters Score -1.803674e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138638 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148364 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62800 members 
Mstep: Class 11 contains 135804 members 
Mstep: Class 12 contains 67389 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159637 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155419 members 
Mstep: Class 23 contains 34768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367424.000000 Penalty: 77098.109375
Iteration 403Q: 23 clusters Score -1.803674e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143870 members 
Mstep: Class 10 contains 62801 members 
Mstep: Class 11 contains 135804 members 
Mstep: Class 12 contains 67390 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159639 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155421 members 
Mstep: Class 23 contains 34769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367440.000000 Penalty: 77098.109375
Iteration 404Q: 23 clusters Score -1.803674e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138634 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148362 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62801 members 
Mstep: Class 11 contains 135805 members 
Mstep: Class 12 contains 67390 members 
Mstep: Class 13 contains 177071 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159638 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155421 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367440.000000 Penalty: 77098.109375
Iteration 405Q: 23 clusters Score -1.803674e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148361 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62802 members 
Mstep: Class 11 contains 135805 members 
Mstep: Class 12 contains 67391 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159638 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367456.000000 Penalty: 77098.109375
Iteration 406Q: 23 clusters Score -1.803675e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148360 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62802 members 
Mstep: Class 11 contains 135806 members 
Mstep: Class 12 contains 67394 members 
Mstep: Class 13 contains 177073 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159639 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155417 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367536.000000 Penalty: 77098.109375
Iteration 407Q: 23 clusters Score -1.803675e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138627 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148360 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143873 members 
Mstep: Class 10 contains 62802 members 
Mstep: Class 11 contains 135806 members 
Mstep: Class 12 contains 67395 members 
Mstep: Class 13 contains 177074 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159639 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155417 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367616.000000 Penalty: 77098.109375
Iteration 408Q: 23 clusters Score -1.803676e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148360 members 
Mstep: Class 5 contains 104238 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143872 members 
Mstep: Class 10 contains 62801 members 
Mstep: Class 11 contains 135806 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159639 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155418 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367600.000000 Penalty: 77098.109375
Iteration 409Q: 23 clusters Score -1.803676e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148360 members 
Mstep: Class 5 contains 104237 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62800 members 
Mstep: Class 11 contains 135806 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367616.000000 Penalty: 77098.109375
Iteration 410Q: 23 clusters Score -1.803676e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148360 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367616.000000 Penalty: 77098.109375
Iteration 411Q: 23 clusters Score -1.803676e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148359 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177075 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367600.000000 Penalty: 77098.109375
Iteration 412Q: 23 clusters Score -1.803676e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148358 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367600.000000 Penalty: 77098.109375
Iteration 413Q: 23 clusters Score -1.803676e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148358 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367600.000000 Penalty: 77098.109375
Iteration 414F: 23 clusters Score -1.803676e+08 nChanged 0
Entering ConstructFrom: 
Score: -180367600.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (138624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Entering Unmasked Estep 
Score: -18665504.000000 Penalty: 2936.201172
	Iteration 0F: 2 clusters Score -1.86655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -18573162.000000 Penalty: 5872.402344
	Iteration 0F: 3 clusters Score -1.857316e+07 nChanged 65873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -18611288.000000 Penalty: 5872.402344
	Iteration 1F: 3 clusters Score -1.861129e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -18612446.000000 Penalty: 5872.402344
	Iteration 2Q: 3 clusters Score -1.861245e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -18613902.000000 Penalty: 5872.402344
	Iteration 3Q: 3 clusters Score -1.86139e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -18616044.000000 Penalty: 5872.402344
	Iteration 4Q: 3 clusters Score -1.861604e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -18619180.000000 Penalty: 5872.402344
	Iteration 5Q: 3 clusters Score -1.861918e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -18623706.000000 Penalty: 5872.402344
	Iteration 6F: 3 clusters Score -1.862371e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -18630726.000000 Penalty: 5872.402344
	Iteration 7F: 3 clusters Score -1.863073e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -18638784.000000 Penalty: 5872.402344
	Iteration 8F: 3 clusters Score -1.863878e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116992 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -18646786.000000 Penalty: 5872.402344
	Iteration 9F: 3 clusters Score -1.864679e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -18652964.000000 Penalty: 5872.402344
	Iteration 10Q: 3 clusters Score -1.865296e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -18656886.000000 Penalty: 5872.402344
	Iteration 11Q: 3 clusters Score -1.865689e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130557 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -18659038.000000 Penalty: 5872.402344
	Iteration 12Q: 3 clusters Score -1.865904e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -18660352.000000 Penalty: 5872.402344
	Iteration 13Q: 3 clusters Score -1.866035e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133742 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -18661228.000000 Penalty: 5872.402344
	Iteration 14Q: 3 clusters Score -1.866123e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -18661782.000000 Penalty: 5872.402344
	Iteration 15Q: 3 clusters Score -1.866178e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -18662202.000000 Penalty: 5872.402344
	Iteration 16Q: 3 clusters Score -1.86622e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -18662376.000000 Penalty: 5872.402344
	Iteration 17Q: 3 clusters Score -1.866238e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18662556.000000 Penalty: 5872.402344
	Iteration 18Q: 3 clusters Score -1.866256e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -18662666.000000 Penalty: 5872.402344
	Iteration 19Q: 3 clusters Score -1.866267e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18662692.000000 Penalty: 5872.402344
	Iteration 20F: 3 clusters Score -1.866269e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -18662712.000000 Penalty: 5872.402344
	Iteration 21Q: 3 clusters Score -1.866271e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18662748.000000 Penalty: 5872.402344
	Iteration 22Q: 3 clusters Score -1.866275e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18662790.000000 Penalty: 5872.402344
	Iteration 23Q: 3 clusters Score -1.866279e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -18662856.000000 Penalty: 5872.402344
	Iteration 24Q: 3 clusters Score -1.866286e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18662860.000000 Penalty: 5872.402344
	Iteration 25Q: 3 clusters Score -1.866286e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -18662870.000000 Penalty: 5872.402344
	Iteration 26Q: 3 clusters Score -1.866287e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137255 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18662896.000000 Penalty: 5872.402344
	Iteration 27Q: 3 clusters Score -1.86629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18662916.000000 Penalty: 5872.402344
	Iteration 28Q: 3 clusters Score -1.866292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -18662960.000000 Penalty: 5872.402344
	Iteration 29Q: 3 clusters Score -1.866296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137379 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18662960.000000 Penalty: 5872.402344
	Iteration 30Q: 3 clusters Score -1.866296e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -18662974.000000 Penalty: 5872.402344
	Iteration 31Q: 3 clusters Score -1.866297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137452 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -18662988.000000 Penalty: 5872.402344
	Iteration 32Q: 3 clusters Score -1.866299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137481 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18662990.000000 Penalty: 5872.402344
	Iteration 33Q: 3 clusters Score -1.866299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -18663020.000000 Penalty: 5872.402344
	Iteration 34Q: 3 clusters Score -1.866302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18663018.000000 Penalty: 5872.402344
	Iteration 35Q: 3 clusters Score -1.866302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18663008.000000 Penalty: 5872.402344
	Iteration 36Q: 3 clusters Score -1.866301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18663016.000000 Penalty: 5872.402344
	Iteration 37Q: 3 clusters Score -1.866302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18663000.000000 Penalty: 5872.402344
	Iteration 38Q: 3 clusters Score -1.8663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18663020.000000 Penalty: 5872.402344
	Iteration 39Q: 3 clusters Score -1.866302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137581 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18663026.000000 Penalty: 5872.402344
	Iteration 40F: 3 clusters Score -1.866303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137591 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18663030.000000 Penalty: 5872.402344
	Iteration 41Q: 3 clusters Score -1.866303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -18663022.000000 Penalty: 5872.402344
	Iteration 42Q: 3 clusters Score -1.866302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137613 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18663028.000000 Penalty: 5872.402344
	Iteration 43Q: 3 clusters Score -1.866303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -18663020.000000 Penalty: 5872.402344
	Iteration 44Q: 3 clusters Score -1.866302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137632 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18663028.000000 Penalty: 5872.402344
	Iteration 45Q: 3 clusters Score -1.866303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18663028.000000 Penalty: 5872.402344
	Iteration 46Q: 3 clusters Score -1.866303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18663014.000000 Penalty: 5872.402344
	Iteration 47Q: 3 clusters Score -1.866301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137653 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18663018.000000 Penalty: 5872.402344
	Iteration 48Q: 3 clusters Score -1.866302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137658 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18663028.000000 Penalty: 5872.402344
	Iteration 49Q: 3 clusters Score -1.866303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137660 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18663014.000000 Penalty: 5872.402344
	Iteration 50Q: 3 clusters Score -1.866301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18663024.000000 Penalty: 5872.402344
	Iteration 51Q: 3 clusters Score -1.866302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18663016.000000 Penalty: 5872.402344
	Iteration 52Q: 3 clusters Score -1.866302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -18663022.000000 Penalty: 5872.402344
	Iteration 53Q: 3 clusters Score -1.866302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18663022.000000 Penalty: 5872.402344
	Iteration 54Q: 3 clusters Score -1.866302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137669 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18663020.000000 Penalty: 5872.402344
	Iteration 55Q: 3 clusters Score -1.866302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137670 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -18663026.000000 Penalty: 5872.402344
	Iteration 56Q: 3 clusters Score -1.866303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -18663022.000000 Penalty: 5872.402344
	Iteration 57Q: 3 clusters Score -1.866302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137673 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18663022.000000 Penalty: 5872.402344
	Iteration 58Q: 3 clusters Score -1.866302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18663032.000000 Penalty: 5872.402344
	Iteration 59Q: 3 clusters Score -1.866303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -18663036.000000 Penalty: 5872.402344
	Iteration 60F: 3 clusters Score -1.866304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137683 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18663052.000000 Penalty: 5872.402344
	Iteration 61Q: 3 clusters Score -1.866305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18663044.000000 Penalty: 5872.402344
	Iteration 62Q: 3 clusters Score -1.866304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18663050.000000 Penalty: 5872.402344
	Iteration 63Q: 3 clusters Score -1.866305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18663048.000000 Penalty: 5872.402344
	Iteration 64Q: 3 clusters Score -1.866305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137690 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18663044.000000 Penalty: 5872.402344
	Iteration 65Q: 3 clusters Score -1.866304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18663050.000000 Penalty: 5872.402344
	Iteration 66Q: 3 clusters Score -1.866305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -18663054.000000 Penalty: 5872.402344
	Iteration 67Q: 3 clusters Score -1.866305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137698 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18663064.000000 Penalty: 5872.402344
	Iteration 68Q: 3 clusters Score -1.866306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18663062.000000 Penalty: 5872.402344
	Iteration 69Q: 3 clusters Score -1.866306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137712 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18663086.000000 Penalty: 5872.402344
	Iteration 70Q: 3 clusters Score -1.866309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18663100.000000 Penalty: 5872.402344
	Iteration 71Q: 3 clusters Score -1.86631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18663092.000000 Penalty: 5872.402344
	Iteration 72Q: 3 clusters Score -1.866309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -18663100.000000 Penalty: 5872.402344
	Iteration 73Q: 3 clusters Score -1.86631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18663110.000000 Penalty: 5872.402344
	Iteration 74Q: 3 clusters Score -1.866311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18663102.000000 Penalty: 5872.402344
	Iteration 75Q: 3 clusters Score -1.86631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -18663108.000000 Penalty: 5872.402344
	Iteration 76Q: 3 clusters Score -1.866311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137734 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -18663122.000000 Penalty: 5872.402344
	Iteration 77Q: 3 clusters Score -1.866312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18663124.000000 Penalty: 5872.402344
	Iteration 78Q: 3 clusters Score -1.866312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18663124.000000 Penalty: 5872.402344
	Iteration 79F: 3 clusters Score -1.866312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -133878.843750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -133878.8 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 514 members 
Entering Unmasked Estep 
Score: -131942.234375 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -131942.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132423.640625 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -132423.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132706.406250 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -132706.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133103.765625 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -133103.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133734.515625 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -133734.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134352.578125 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -134352.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134575.671875 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -134575.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -134624.062500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -134624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134645.906250 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -134645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134659.968750 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -134660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134663.500000 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -134663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134672.562500 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -134672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134677.203125 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -134677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134678.484375 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -134678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -134678.484375 Penalty: 3473.971191
	Iteration 14F: 3 clusters Score -134678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148358 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
Score: -180366704.000000 Penalty: 80602.570312
Splitting cluster 2 changes total score from -180367600.000000 to -180366704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -86584.359375 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -86584.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84828.554688 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -84828.55 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85136.195312 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -85136.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85311.250000 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -85311.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85474.742188 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -85474.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85563.710938 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -85563.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85666.429688 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -85666.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85744.984375 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -85744.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85866.132812 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -85866.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86016.085938 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -86016.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86115.375000 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -86115.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86215.507812 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -86215.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86463.960938 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -86463.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86635.289062 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -86635.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86635.289062 Penalty: 3266.741211
	Iteration 13F: 3 clusters Score -86635.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 327 members 
Mstep: Class 4 contains 148358 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 398 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
Score: -180365888.000000 Penalty: 80602.570312
Splitting cluster 3 changes total score from -180367600.000000 to -180365888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (148358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148358 members 
Entering Unmasked Estep 
Score: -20041844.000000 Penalty: 2953.031250
	Iteration 0F: 2 clusters Score -2.004184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -19943238.000000 Penalty: 5906.062500
	Iteration 0F: 3 clusters Score -1.994324e+07 nChanged 70712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -19983732.000000 Penalty: 5906.062500
	Iteration 1F: 3 clusters Score -1.998373e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -19984532.000000 Penalty: 5906.062500
	Iteration 2Q: 3 clusters Score -1.998453e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -19985470.000000 Penalty: 5906.062500
	Iteration 3Q: 3 clusters Score -1.998547e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -19986774.000000 Penalty: 5906.062500
	Iteration 4Q: 3 clusters Score -1.998677e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -19988322.000000 Penalty: 5906.062500
	Iteration 5Q: 3 clusters Score -1.998832e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -19990844.000000 Penalty: 5906.062500
	Iteration 6Q: 3 clusters Score -1.999084e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -19994942.000000 Penalty: 5906.062500
	Iteration 7Q: 3 clusters Score -1.999494e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -20001324.000000 Penalty: 5906.062500
	Iteration 8F: 3 clusters Score -2.000132e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -20010016.000000 Penalty: 5906.062500
	Iteration 9F: 3 clusters Score -2.001002e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -20019212.000000 Penalty: 5906.062500
	Iteration 10F: 3 clusters Score -2.001921e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -20026732.000000 Penalty: 5906.062500
	Iteration 11F: 3 clusters Score -2.002673e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 138819 members 
Entering Unmasked Estep 
Score: -20032022.000000 Penalty: 5906.062500
	Iteration 12Q: 3 clusters Score -2.003202e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -20035194.000000 Penalty: 5906.062500
	Iteration 13Q: 3 clusters Score -2.003519e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 144983 members 
Entering Unmasked Estep 
Score: -20037158.000000 Penalty: 5906.062500
	Iteration 14Q: 3 clusters Score -2.003716e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 146166 members 
Entering Unmasked Estep 
Score: -20038046.000000 Penalty: 5906.062500
	Iteration 15Q: 3 clusters Score -2.003805e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -20038542.000000 Penalty: 5906.062500
	Iteration 16Q: 3 clusters Score -2.003854e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -20038832.000000 Penalty: 5906.062500
	Iteration 17Q: 3 clusters Score -2.003883e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -20038992.000000 Penalty: 5906.062500
	Iteration 18Q: 3 clusters Score -2.003899e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 147491 members 
Entering Unmasked Estep 
Score: -20039144.000000 Penalty: 5906.062500
	Iteration 19Q: 3 clusters Score -2.003914e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -20039206.000000 Penalty: 5906.062500
	Iteration 20F: 3 clusters Score -2.003921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -20039204.000000 Penalty: 5906.062500
	Iteration 21Q: 3 clusters Score -2.00392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 147659 members 
Entering Unmasked Estep 
Score: -20039222.000000 Penalty: 5906.062500
	Iteration 22Q: 3 clusters Score -2.003922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -20039256.000000 Penalty: 5906.062500
	Iteration 23Q: 3 clusters Score -2.003926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -20039274.000000 Penalty: 5906.062500
	Iteration 24Q: 3 clusters Score -2.003927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -20039278.000000 Penalty: 5906.062500
	Iteration 25Q: 3 clusters Score -2.003928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -20039314.000000 Penalty: 5906.062500
	Iteration 26Q: 3 clusters Score -2.003931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 147749 members 
Entering Unmasked Estep 
Score: -20039308.000000 Penalty: 5906.062500
	Iteration 27Q: 3 clusters Score -2.003931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -20039320.000000 Penalty: 5906.062500
	Iteration 28Q: 3 clusters Score -2.003932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 147761 members 
Entering Unmasked Estep 
Score: -20039338.000000 Penalty: 5906.062500
	Iteration 29Q: 3 clusters Score -2.003934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -20039338.000000 Penalty: 5906.062500
	Iteration 30Q: 3 clusters Score -2.003934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -20039340.000000 Penalty: 5906.062500
	Iteration 31Q: 3 clusters Score -2.003934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -20039350.000000 Penalty: 5906.062500
	Iteration 32Q: 3 clusters Score -2.003935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 147766 members 
Entering Unmasked Estep 
Score: -20039350.000000 Penalty: 5906.062500
	Iteration 33F: 3 clusters Score -2.003935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Entering Unmasked Estep 
Score: -14084690.000000 Penalty: 2865.494385
	Iteration 0F: 2 clusters Score -1.408469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -14015518.000000 Penalty: 5730.988770
	Iteration 0F: 3 clusters Score -1.401552e+07 nChanged 49257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -14044255.000000 Penalty: 5730.988770
	Iteration 1F: 3 clusters Score -1.404426e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -14045535.000000 Penalty: 5730.988770
	Iteration 2Q: 3 clusters Score -1.404554e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -14047018.000000 Penalty: 5730.988770
	Iteration 3Q: 3 clusters Score -1.404702e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -14048917.000000 Penalty: 5730.988770
	Iteration 4Q: 3 clusters Score -1.404892e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -14050926.000000 Penalty: 5730.988770
	Iteration 5F: 3 clusters Score -1.405093e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -14053177.000000 Penalty: 5730.988770
	Iteration 6F: 3 clusters Score -1.405318e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -14055666.000000 Penalty: 5730.988770
	Iteration 7F: 3 clusters Score -1.405567e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -14058364.000000 Penalty: 5730.988770
	Iteration 8F: 3 clusters Score -1.405836e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -14061654.000000 Penalty: 5730.988770
	Iteration 9F: 3 clusters Score -1.406165e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -14065599.000000 Penalty: 5730.988770
	Iteration 10F: 3 clusters Score -1.40656e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -14069818.000000 Penalty: 5730.988770
	Iteration 11F: 3 clusters Score -1.406982e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -14074094.000000 Penalty: 5730.988770
	Iteration 12Q: 3 clusters Score -1.407409e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -14077395.000000 Penalty: 5730.988770
	Iteration 13Q: 3 clusters Score -1.40774e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -14079641.000000 Penalty: 5730.988770
	Iteration 14Q: 3 clusters Score -1.407964e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -14080813.000000 Penalty: 5730.988770
	Iteration 15Q: 3 clusters Score -1.408081e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -14081359.000000 Penalty: 5730.988770
	Iteration 16Q: 3 clusters Score -1.408136e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -14081617.000000 Penalty: 5730.988770
	Iteration 17Q: 3 clusters Score -1.408162e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14081809.000000 Penalty: 5730.988770
	Iteration 18Q: 3 clusters Score -1.408181e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14081928.000000 Penalty: 5730.988770
	Iteration 19Q: 3 clusters Score -1.408193e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14081993.000000 Penalty: 5730.988770
	Iteration 20F: 3 clusters Score -1.408199e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14082040.000000 Penalty: 5730.988770
	Iteration 21Q: 3 clusters Score -1.408204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14082103.000000 Penalty: 5730.988770
	Iteration 22Q: 3 clusters Score -1.40821e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -14082107.000000 Penalty: 5730.988770
	Iteration 23Q: 3 clusters Score -1.408211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14082134.000000 Penalty: 5730.988770
	Iteration 24Q: 3 clusters Score -1.408213e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14082137.000000 Penalty: 5730.988770
	Iteration 25Q: 3 clusters Score -1.408214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14082135.000000 Penalty: 5730.988770
	Iteration 26Q: 3 clusters Score -1.408214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14082153.000000 Penalty: 5730.988770
	Iteration 27Q: 3 clusters Score -1.408215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -14082154.000000 Penalty: 5730.988770
	Iteration 28Q: 3 clusters Score -1.408215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -14082165.000000 Penalty: 5730.988770
	Iteration 29Q: 3 clusters Score -1.408216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14082145.000000 Penalty: 5730.988770
	Iteration 30Q: 3 clusters Score -1.408214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103297 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14082153.000000 Penalty: 5730.988770
	Iteration 31Q: 3 clusters Score -1.408215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14082163.000000 Penalty: 5730.988770
	Iteration 32Q: 3 clusters Score -1.408216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14082160.000000 Penalty: 5730.988770
	Iteration 33Q: 3 clusters Score -1.408216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14082163.000000 Penalty: 5730.988770
	Iteration 34Q: 3 clusters Score -1.408216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14082171.000000 Penalty: 5730.988770
	Iteration 35Q: 3 clusters Score -1.408217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103323 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14082173.000000 Penalty: 5730.988770
	Iteration 36Q: 3 clusters Score -1.408217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14082171.000000 Penalty: 5730.988770
	Iteration 37Q: 3 clusters Score -1.408217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14082172.000000 Penalty: 5730.988770
	Iteration 38Q: 3 clusters Score -1.408217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14082167.000000 Penalty: 5730.988770
	Iteration 39Q: 3 clusters Score -1.408217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14082173.000000 Penalty: 5730.988770
	Iteration 40F: 3 clusters Score -1.408217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14082181.000000 Penalty: 5730.988770
	Iteration 41Q: 3 clusters Score -1.408218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14082185.000000 Penalty: 5730.988770
	Iteration 42Q: 3 clusters Score -1.408218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14082187.000000 Penalty: 5730.988770
	Iteration 43Q: 3 clusters Score -1.408219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14082185.000000 Penalty: 5730.988770
	Iteration 44Q: 3 clusters Score -1.408218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14082177.000000 Penalty: 5730.988770
	Iteration 45Q: 3 clusters Score -1.408218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14082190.000000 Penalty: 5730.988770
	Iteration 46Q: 3 clusters Score -1.408219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14082189.000000 Penalty: 5730.988770
	Iteration 47Q: 3 clusters Score -1.408219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14082197.000000 Penalty: 5730.988770
	Iteration 48Q: 3 clusters Score -1.40822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -14082208.000000 Penalty: 5730.988770
	Iteration 49Q: 3 clusters Score -1.408221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14082201.000000 Penalty: 5730.988770
	Iteration 50Q: 3 clusters Score -1.40822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14082203.000000 Penalty: 5730.988770
	Iteration 51Q: 3 clusters Score -1.40822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103394 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14082206.000000 Penalty: 5730.988770
	Iteration 52Q: 3 clusters Score -1.408221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14082202.000000 Penalty: 5730.988770
	Iteration 53Q: 3 clusters Score -1.40822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14082202.000000 Penalty: 5730.988770
	Iteration 54F: 3 clusters Score -1.40822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Entering Unmasked Estep 
Score: -1291707.750000 Penalty: 2264.588623
	Iteration 0F: 2 clusters Score -1291708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1284426.125000 Penalty: 4529.177246
	Iteration 0F: 3 clusters Score -1284426 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1286552.625000 Penalty: 4529.177246
	Iteration 1F: 3 clusters Score -1286553 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1286844.750000 Penalty: 4529.177246
	Iteration 2F: 3 clusters Score -1286845 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1287018.375000 Penalty: 4529.177246
	Iteration 3Q: 3 clusters Score -1287018 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1287117.375000 Penalty: 4529.177246
	Iteration 4Q: 3 clusters Score -1287117 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1287188.875000 Penalty: 4529.177246
	Iteration 5Q: 3 clusters Score -1287189 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1287246.500000 Penalty: 4529.177246
	Iteration 6Q: 3 clusters Score -1287246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1287310.625000 Penalty: 4529.177246
	Iteration 7Q: 3 clusters Score -1287311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1287361.250000 Penalty: 4529.177246
	Iteration 8Q: 3 clusters Score -1287361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1287424.000000 Penalty: 4529.177246
	Iteration 9Q: 3 clusters Score -1287424 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1287479.750000 Penalty: 4529.177246
	Iteration 10Q: 3 clusters Score -1287480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1287550.000000 Penalty: 4529.177246
	Iteration 11Q: 3 clusters Score -1287550 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1287618.250000 Penalty: 4529.177246
	Iteration 12Q: 3 clusters Score -1287618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1287686.625000 Penalty: 4529.177246
	Iteration 13Q: 3 clusters Score -1287687 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1287776.750000 Penalty: 4529.177246
	Iteration 14Q: 3 clusters Score -1287777 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1287874.375000 Penalty: 4529.177246
	Iteration 15Q: 3 clusters Score -1287874 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1287983.500000 Penalty: 4529.177246
	Iteration 16Q: 3 clusters Score -1287984 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1288135.625000 Penalty: 4529.177246
	Iteration 17Q: 3 clusters Score -1288136 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1288314.250000 Penalty: 4529.177246
	Iteration 18Q: 3 clusters Score -1288314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1288499.375000 Penalty: 4529.177246
	Iteration 19Q: 3 clusters Score -1288499 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1288690.625000 Penalty: 4529.177246
	Iteration 20F: 3 clusters Score -1288691 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1288859.000000 Penalty: 4529.177246
	Iteration 21Q: 3 clusters Score -1288859 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1289017.000000 Penalty: 4529.177246
	Iteration 22Q: 3 clusters Score -1289017 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1289180.500000 Penalty: 4529.177246
	Iteration 23Q: 3 clusters Score -1289180 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1289303.625000 Penalty: 4529.177246
	Iteration 24Q: 3 clusters Score -1289304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1289406.375000 Penalty: 4529.177246
	Iteration 25Q: 3 clusters Score -1289406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1289483.125000 Penalty: 4529.177246
	Iteration 26Q: 3 clusters Score -1289483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1289546.000000 Penalty: 4529.177246
	Iteration 27Q: 3 clusters Score -1289546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1289587.875000 Penalty: 4529.177246
	Iteration 28Q: 3 clusters Score -1289588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1289620.750000 Penalty: 4529.177246
	Iteration 29Q: 3 clusters Score -1289621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1289640.625000 Penalty: 4529.177246
	Iteration 30Q: 3 clusters Score -1289641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1289657.875000 Penalty: 4529.177246
	Iteration 31Q: 3 clusters Score -1289658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1289673.750000 Penalty: 4529.177246
	Iteration 32Q: 3 clusters Score -1289674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1289691.875000 Penalty: 4529.177246
	Iteration 33Q: 3 clusters Score -1289692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1289705.875000 Penalty: 4529.177246
	Iteration 34Q: 3 clusters Score -1289706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1289714.125000 Penalty: 4529.177246
	Iteration 35Q: 3 clusters Score -1289714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1289718.000000 Penalty: 4529.177246
	Iteration 36Q: 3 clusters Score -1289718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1289722.250000 Penalty: 4529.177246
	Iteration 37Q: 3 clusters Score -1289722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1289725.875000 Penalty: 4529.177246
	Iteration 38Q: 3 clusters Score -1289726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1289728.125000 Penalty: 4529.177246
	Iteration 39Q: 3 clusters Score -1289728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1289728.125000 Penalty: 4529.177246
	Iteration 40F: 3 clusters Score -1289728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -491062.562500 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -491062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -487238.125000 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -487238.1 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -488107.406250 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -488107.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -488278.000000 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -488278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -488397.531250 Penalty: 4104.460449
	Iteration 3Q: 3 clusters Score -488397.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -488503.093750 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -488503.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -488574.281250 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -488574.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -488618.750000 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -488618.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -488647.625000 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -488647.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -488669.750000 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -488669.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -488684.500000 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -488684.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -488698.093750 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -488698.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -488712.687500 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -488712.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488723.468750 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -488723.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -488734.906250 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -488734.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -488740.000000 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -488740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -488748.187500 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -488748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -488754.156250 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -488754.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -488763.781250 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -488763.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -488770.312500 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -488770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -488777.000000 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -488777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -488782.468750 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -488782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -488793.343750 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -488793.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -488801.875000 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -488801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -488815.156250 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -488815.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -488830.187500 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -488830.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -488844.250000 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -488844.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -488861.406250 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -488861.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -488875.937500 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -488875.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -488904.968750 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -488905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -488924.625000 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -488924.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -488944.750000 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -488944.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -488955.937500 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -488955.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -488967.875000 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -488967.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -488979.656250 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -488979.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -488994.437500 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -488994.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -489009.875000 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -489009.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -489025.750000 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -489025.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -489045.531250 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -489045.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -489062.312500 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -489062.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -489075.468750 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -489075.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -489086.968750 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -489087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -489095.468750 Penalty: 4104.460449
	Iteration 41Q: 3 clusters Score -489095.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -489111.156250 Penalty: 4104.460449
	Iteration 42Q: 3 clusters Score -489111.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -489122.343750 Penalty: 4104.460449
	Iteration 43Q: 3 clusters Score -489122.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -489131.406250 Penalty: 4104.460449
	Iteration 44Q: 3 clusters Score -489131.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -489142.500000 Penalty: 4104.460449
	Iteration 45Q: 3 clusters Score -489142.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -489158.625000 Penalty: 4104.460449
	Iteration 46Q: 3 clusters Score -489158.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -489172.687500 Penalty: 4104.460449
	Iteration 47Q: 3 clusters Score -489172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -489189.000000 Penalty: 4104.460449
	Iteration 48Q: 3 clusters Score -489189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -489202.125000 Penalty: 4104.460449
	Iteration 49Q: 3 clusters Score -489202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -489213.218750 Penalty: 4104.460449
	Iteration 50Q: 3 clusters Score -489213.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -489224.718750 Penalty: 4104.460449
	Iteration 51Q: 3 clusters Score -489224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -489234.187500 Penalty: 4104.460449
	Iteration 52Q: 3 clusters Score -489234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -489241.937500 Penalty: 4104.460449
	Iteration 53Q: 3 clusters Score -489241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -489248.625000 Penalty: 4104.460449
	Iteration 54Q: 3 clusters Score -489248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -489254.000000 Penalty: 4104.460449
	Iteration 55Q: 3 clusters Score -489254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -489260.718750 Penalty: 4104.460449
	Iteration 56Q: 3 clusters Score -489260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -489269.375000 Penalty: 4104.460449
	Iteration 57Q: 3 clusters Score -489269.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -489275.437500 Penalty: 4104.460449
	Iteration 58Q: 3 clusters Score -489275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -489282.781250 Penalty: 4104.460449
	Iteration 59Q: 3 clusters Score -489282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -489289.812500 Penalty: 4104.460449
	Iteration 60F: 3 clusters Score -489289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -489299.187500 Penalty: 4104.460449
	Iteration 61Q: 3 clusters Score -489299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -489303.250000 Penalty: 4104.460449
	Iteration 62Q: 3 clusters Score -489303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -489306.562500 Penalty: 4104.460449
	Iteration 63Q: 3 clusters Score -489306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -489308.656250 Penalty: 4104.460449
	Iteration 64Q: 3 clusters Score -489308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -489312.812500 Penalty: 4104.460449
	Iteration 65Q: 3 clusters Score -489312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -489316.937500 Penalty: 4104.460449
	Iteration 66Q: 3 clusters Score -489316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -489319.843750 Penalty: 4104.460449
	Iteration 67Q: 3 clusters Score -489319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -489323.562500 Penalty: 4104.460449
	Iteration 68Q: 3 clusters Score -489323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -489326.531250 Penalty: 4104.460449
	Iteration 69Q: 3 clusters Score -489326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -489330.500000 Penalty: 4104.460449
	Iteration 70Q: 3 clusters Score -489330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -489336.968750 Penalty: 4104.460449
	Iteration 71Q: 3 clusters Score -489337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -489346.093750 Penalty: 4104.460449
	Iteration 72Q: 3 clusters Score -489346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -489350.937500 Penalty: 4104.460449
	Iteration 73Q: 3 clusters Score -489350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -489353.875000 Penalty: 4104.460449
	Iteration 74Q: 3 clusters Score -489353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -489355.312500 Penalty: 4104.460449
	Iteration 75Q: 3 clusters Score -489355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -489358.312500 Penalty: 4104.460449
	Iteration 76Q: 3 clusters Score -489358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -489363.625000 Penalty: 4104.460449
	Iteration 77Q: 3 clusters Score -489363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -489369.531250 Penalty: 4104.460449
	Iteration 78Q: 3 clusters Score -489369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -489371.562500 Penalty: 4104.460449
	Iteration 79Q: 3 clusters Score -489371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -489375.031250 Penalty: 4104.460449
	Iteration 80F: 3 clusters Score -489375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -489378.468750 Penalty: 4104.460449
	Iteration 81Q: 3 clusters Score -489378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -489383.781250 Penalty: 4104.460449
	Iteration 82Q: 3 clusters Score -489383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -489387.000000 Penalty: 4104.460449
	Iteration 83Q: 3 clusters Score -489387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -489389.093750 Penalty: 4104.460449
	Iteration 84Q: 3 clusters Score -489389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -489389.093750 Penalty: 4104.460449
	Iteration 85F: 3 clusters Score -489389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340253.031250 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -340253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -337288.656250 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -337288.7 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -337854.625000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -337854.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -337980.062500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -337980.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -338050.687500 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -338050.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -338092.375000 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -338092.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338127.750000 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -338127.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -338153.875000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -338153.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -338178.625000 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -338178.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -338208.843750 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -338208.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -338233.718750 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -338233.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -338261.218750 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -338261.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338276.968750 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -338277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -338285.281250 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -338285.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -338291.625000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -338291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -338294.656250 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -338294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338300.281250 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -338300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338305.500000 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -338305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -338310.437500 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -338310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -338316.843750 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -338316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -338322.812500 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -338322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338331.500000 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -338331.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -338339.187500 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -338339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -338346.875000 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -338346.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -338355.125000 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -338355.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -338364.968750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -338365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -338373.625000 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -338373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -338381.187500 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -338381.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -338396.906250 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -338396.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -338413.031250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -338413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338424.593750 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -338424.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -338438.687500 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -338438.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -338448.906250 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -338448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -338459.593750 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -338459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -338468.625000 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -338468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -338474.187500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -338474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -338479.843750 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -338479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -338482.406250 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -338482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338484.843750 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -338484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338488.875000 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -338488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -338495.062500 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -338495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -338504.750000 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -338504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -338517.500000 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -338517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -338526.593750 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -338526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -338529.656250 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -338529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -338534.875000 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -338534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338542.843750 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -338542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -338548.781250 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -338548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -338552.250000 Penalty: 3891.520508
	Iteration 47Q: 3 clusters Score -338552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -338557.125000 Penalty: 3891.520508
	Iteration 48Q: 3 clusters Score -338557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -338560.500000 Penalty: 3891.520508
	Iteration 49Q: 3 clusters Score -338560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -338564.375000 Penalty: 3891.520508
	Iteration 50Q: 3 clusters Score -338564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -338566.781250 Penalty: 3891.520508
	Iteration 51Q: 3 clusters Score -338566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -338571.062500 Penalty: 3891.520508
	Iteration 52Q: 3 clusters Score -338571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -338573.937500 Penalty: 3891.520508
	Iteration 53Q: 3 clusters Score -338573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -338580.156250 Penalty: 3891.520508
	Iteration 54Q: 3 clusters Score -338580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -338587.750000 Penalty: 3891.520508
	Iteration 55Q: 3 clusters Score -338587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -338594.062500 Penalty: 3891.520508
	Iteration 56Q: 3 clusters Score -338594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -338599.718750 Penalty: 3891.520508
	Iteration 57Q: 3 clusters Score -338599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -338608.093750 Penalty: 3891.520508
	Iteration 58Q: 3 clusters Score -338608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338616.000000 Penalty: 3891.520508
	Iteration 59Q: 3 clusters Score -338616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -338621.937500 Penalty: 3891.520508
	Iteration 60F: 3 clusters Score -338621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -338625.062500 Penalty: 3891.520508
	Iteration 61Q: 3 clusters Score -338625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -338627.312500 Penalty: 3891.520508
	Iteration 62Q: 3 clusters Score -338627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -338630.562500 Penalty: 3891.520508
	Iteration 63Q: 3 clusters Score -338630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -338632.968750 Penalty: 3891.520508
	Iteration 64Q: 3 clusters Score -338633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -338636.656250 Penalty: 3891.520508
	Iteration 65Q: 3 clusters Score -338636.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -338645.156250 Penalty: 3891.520508
	Iteration 66Q: 3 clusters Score -338645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -338653.062500 Penalty: 3891.520508
	Iteration 67Q: 3 clusters Score -338653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -338660.687500 Penalty: 3891.520508
	Iteration 68Q: 3 clusters Score -338660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -338669.000000 Penalty: 3891.520508
	Iteration 69Q: 3 clusters Score -338669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -338676.187500 Penalty: 3891.520508
	Iteration 70Q: 3 clusters Score -338676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -338683.312500 Penalty: 3891.520508
	Iteration 71Q: 3 clusters Score -338683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -338687.875000 Penalty: 3891.520508
	Iteration 72Q: 3 clusters Score -338687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -338689.250000 Penalty: 3891.520508
	Iteration 73Q: 3 clusters Score -338689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -338691.343750 Penalty: 3891.520508
	Iteration 74Q: 3 clusters Score -338691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -338693.375000 Penalty: 3891.520508
	Iteration 75Q: 3 clusters Score -338693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -338693.750000 Penalty: 3891.520508
	Iteration 76Q: 3 clusters Score -338693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -338693.750000 Penalty: 3891.520508
	Iteration 77F: 3 clusters Score -338693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Entering Unmasked Estep 
Score: -19262738.000000 Penalty: 2945.414795
	Iteration 0F: 2 clusters Score -1.926274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -19167410.000000 Penalty: 5890.829590
	Iteration 0F: 3 clusters Score -1.916741e+07 nChanged 68535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -19206868.000000 Penalty: 5890.829590
	Iteration 1F: 3 clusters Score -1.920687e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -19207596.000000 Penalty: 5890.829590
	Iteration 2Q: 3 clusters Score -1.92076e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -19208458.000000 Penalty: 5890.829590
	Iteration 3Q: 3 clusters Score -1.920846e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -19209404.000000 Penalty: 5890.829590
	Iteration 4Q: 3 clusters Score -1.92094e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -19210590.000000 Penalty: 5890.829590
	Iteration 5Q: 3 clusters Score -1.921059e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -19212254.000000 Penalty: 5890.829590
	Iteration 6Q: 3 clusters Score -1.921225e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -19214930.000000 Penalty: 5890.829590
	Iteration 7Q: 3 clusters Score -1.921493e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -19219622.000000 Penalty: 5890.829590
	Iteration 8F: 3 clusters Score -1.921962e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -19227082.000000 Penalty: 5890.829590
	Iteration 9F: 3 clusters Score -1.922708e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -19236734.000000 Penalty: 5890.829590
	Iteration 10F: 3 clusters Score -1.923673e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -19246134.000000 Penalty: 5890.829590
	Iteration 11F: 3 clusters Score -1.924613e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134776 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -19253026.000000 Penalty: 5890.829590
	Iteration 12F: 3 clusters Score -1.925303e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -19256740.000000 Penalty: 5890.829590
	Iteration 13Q: 3 clusters Score -1.925674e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141607 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -19258596.000000 Penalty: 5890.829590
	Iteration 14Q: 3 clusters Score -1.92586e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142538 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19259354.000000 Penalty: 5890.829590
	Iteration 15Q: 3 clusters Score -1.925935e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19259690.000000 Penalty: 5890.829590
	Iteration 16Q: 3 clusters Score -1.925969e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19259872.000000 Penalty: 5890.829590
	Iteration 17Q: 3 clusters Score -1.925987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19259964.000000 Penalty: 5890.829590
	Iteration 18Q: 3 clusters Score -1.925996e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19260048.000000 Penalty: 5890.829590
	Iteration 19Q: 3 clusters Score -1.926005e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143324 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19260100.000000 Penalty: 5890.829590
	Iteration 20F: 3 clusters Score -1.92601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19260116.000000 Penalty: 5890.829590
	Iteration 21Q: 3 clusters Score -1.926012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143358 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -19260134.000000 Penalty: 5890.829590
	Iteration 22Q: 3 clusters Score -1.926013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19260160.000000 Penalty: 5890.829590
	Iteration 23Q: 3 clusters Score -1.926016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -19260164.000000 Penalty: 5890.829590
	Iteration 24Q: 3 clusters Score -1.926016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19260180.000000 Penalty: 5890.829590
	Iteration 25Q: 3 clusters Score -1.926018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19260206.000000 Penalty: 5890.829590
	Iteration 26Q: 3 clusters Score -1.926021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143391 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19260192.000000 Penalty: 5890.829590
	Iteration 27Q: 3 clusters Score -1.926019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19260184.000000 Penalty: 5890.829590
	Iteration 28Q: 3 clusters Score -1.926018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19260196.000000 Penalty: 5890.829590
	Iteration 29Q: 3 clusters Score -1.92602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143398 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19260206.000000 Penalty: 5890.829590
	Iteration 30Q: 3 clusters Score -1.926021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -19260206.000000 Penalty: 5890.829590
	Iteration 31Q: 3 clusters Score -1.926021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19260216.000000 Penalty: 5890.829590
	Iteration 32Q: 3 clusters Score -1.926022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19260218.000000 Penalty: 5890.829590
	Iteration 33Q: 3 clusters Score -1.926022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19260216.000000 Penalty: 5890.829590
	Iteration 34Q: 3 clusters Score -1.926022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19260232.000000 Penalty: 5890.829590
	Iteration 35Q: 3 clusters Score -1.926023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19260218.000000 Penalty: 5890.829590
	Iteration 36Q: 3 clusters Score -1.926022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19260218.000000 Penalty: 5890.829590
	Iteration 37F: 3 clusters Score -1.926022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (62799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Entering Unmasked Estep 
Score: -8177780.000000 Penalty: 2739.828125
	Iteration 0F: 2 clusters Score -8177780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8135504.000000 Penalty: 5479.656250
	Iteration 0F: 3 clusters Score -8135504 nChanged 29260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -8151943.000000 Penalty: 5479.656250
	Iteration 1F: 3 clusters Score -8151943 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -8152550.000000 Penalty: 5479.656250
	Iteration 2Q: 3 clusters Score -8152550 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -8153251.000000 Penalty: 5479.656250
	Iteration 3Q: 3 clusters Score -8153251 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -8154185.000000 Penalty: 5479.656250
	Iteration 4Q: 3 clusters Score -8154185 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -8155466.000000 Penalty: 5479.656250
	Iteration 5Q: 3 clusters Score -8155466 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -8157364.500000 Penalty: 5479.656250
	Iteration 6F: 3 clusters Score -8157364 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8160356.500000 Penalty: 5479.656250
	Iteration 7F: 3 clusters Score -8160356 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -8164137.500000 Penalty: 5479.656250
	Iteration 8F: 3 clusters Score -8164138 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -8168345.000000 Penalty: 5479.656250
	Iteration 9F: 3 clusters Score -8168345 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -8171748.000000 Penalty: 5479.656250
	Iteration 10F: 3 clusters Score -8171748 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -8173792.500000 Penalty: 5479.656250
	Iteration 11Q: 3 clusters Score -8173792 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -8174728.000000 Penalty: 5479.656250
	Iteration 12Q: 3 clusters Score -8174728 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -8175214.500000 Penalty: 5479.656250
	Iteration 13Q: 3 clusters Score -8175214 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -8175438.500000 Penalty: 5479.656250
	Iteration 14Q: 3 clusters Score -8175438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -8175526.500000 Penalty: 5479.656250
	Iteration 15Q: 3 clusters Score -8175526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -8175558.000000 Penalty: 5479.656250
	Iteration 16Q: 3 clusters Score -8175558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -8175585.000000 Penalty: 5479.656250
	Iteration 17Q: 3 clusters Score -8175585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -8175614.500000 Penalty: 5479.656250
	Iteration 18Q: 3 clusters Score -8175614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -8175633.500000 Penalty: 5479.656250
	Iteration 19Q: 3 clusters Score -8175634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -8175651.500000 Penalty: 5479.656250
	Iteration 20F: 3 clusters Score -8175652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -8175646.000000 Penalty: 5479.656250
	Iteration 21Q: 3 clusters Score -8175646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -8175659.000000 Penalty: 5479.656250
	Iteration 22Q: 3 clusters Score -8175659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8175658.000000 Penalty: 5479.656250
	Iteration 23Q: 3 clusters Score -8175658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -8175665.000000 Penalty: 5479.656250
	Iteration 24Q: 3 clusters Score -8175665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -8175670.500000 Penalty: 5479.656250
	Iteration 25Q: 3 clusters Score -8175670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -8175671.000000 Penalty: 5479.656250
	Iteration 26Q: 3 clusters Score -8175671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8175674.000000 Penalty: 5479.656250
	Iteration 27Q: 3 clusters Score -8175674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -8175674.000000 Penalty: 5479.656250
	Iteration 28Q: 3 clusters Score -8175674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -8175670.500000 Penalty: 5479.656250
	Iteration 29Q: 3 clusters Score -8175670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -8175671.000000 Penalty: 5479.656250
	Iteration 30Q: 3 clusters Score -8175671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8175675.000000 Penalty: 5479.656250
	Iteration 31Q: 3 clusters Score -8175675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -8175684.000000 Penalty: 5479.656250
	Iteration 32Q: 3 clusters Score -8175684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -8175684.500000 Penalty: 5479.656250
	Iteration 33Q: 3 clusters Score -8175684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -8175688.500000 Penalty: 5479.656250
	Iteration 34Q: 3 clusters Score -8175688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8175692.000000 Penalty: 5479.656250
	Iteration 35Q: 3 clusters Score -8175692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -8175691.500000 Penalty: 5479.656250
	Iteration 36Q: 3 clusters Score -8175692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -8175693.500000 Penalty: 5479.656250
	Iteration 37Q: 3 clusters Score -8175694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -8175698.500000 Penalty: 5479.656250
	Iteration 38Q: 3 clusters Score -8175698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8175703.500000 Penalty: 5479.656250
	Iteration 39Q: 3 clusters Score -8175704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -8175689.500000 Penalty: 5479.656250
	Iteration 40F: 3 clusters Score -8175690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -8175703.000000 Penalty: 5479.656250
	Iteration 41Q: 3 clusters Score -8175703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -8175703.000000 Penalty: 5479.656250
	Iteration 42F: 3 clusters Score -8175703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Entering Unmasked Estep 
Score: -18205738.000000 Penalty: 2931.111328
	Iteration 0F: 2 clusters Score -1.820574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -18114780.000000 Penalty: 5862.222656
	Iteration 0F: 3 clusters Score -1.811478e+07 nChanged 64963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -18152224.000000 Penalty: 5862.222656
	Iteration 1F: 3 clusters Score -1.815222e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -18153706.000000 Penalty: 5862.222656
	Iteration 2Q: 3 clusters Score -1.815371e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -18156200.000000 Penalty: 5862.222656
	Iteration 3Q: 3 clusters Score -1.81562e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -18160566.000000 Penalty: 5862.222656
	Iteration 4F: 3 clusters Score -1.816057e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -18166940.000000 Penalty: 5862.222656
	Iteration 5F: 3 clusters Score -1.816694e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -18176586.000000 Penalty: 5862.222656
	Iteration 6F: 3 clusters Score -1.817659e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -18187966.000000 Penalty: 5862.222656
	Iteration 7F: 3 clusters Score -1.818797e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -18196814.000000 Penalty: 5862.222656
	Iteration 8F: 3 clusters Score -1.819681e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -18199460.000000 Penalty: 5862.222656
	Iteration 9Q: 3 clusters Score -1.819946e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -18200456.000000 Penalty: 5862.222656
	Iteration 10Q: 3 clusters Score -1.820046e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -18201054.000000 Penalty: 5862.222656
	Iteration 11Q: 3 clusters Score -1.820105e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -18201452.000000 Penalty: 5862.222656
	Iteration 12Q: 3 clusters Score -1.820145e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18201750.000000 Penalty: 5862.222656
	Iteration 13Q: 3 clusters Score -1.820175e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -18202000.000000 Penalty: 5862.222656
	Iteration 14Q: 3 clusters Score -1.8202e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -18202292.000000 Penalty: 5862.222656
	Iteration 15Q: 3 clusters Score -1.820229e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -18202584.000000 Penalty: 5862.222656
	Iteration 16Q: 3 clusters Score -1.820258e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -18202770.000000 Penalty: 5862.222656
	Iteration 17Q: 3 clusters Score -1.820277e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -18203096.000000 Penalty: 5862.222656
	Iteration 18Q: 3 clusters Score -1.82031e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 122094 members 
Entering Unmasked Estep 
Score: -18203244.000000 Penalty: 5862.222656
	Iteration 19Q: 3 clusters Score -1.820324e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 122753 members 
Entering Unmasked Estep 
Score: -18203456.000000 Penalty: 5862.222656
	Iteration 20F: 3 clusters Score -1.820346e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -18203598.000000 Penalty: 5862.222656
	Iteration 21Q: 3 clusters Score -1.82036e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -18203704.000000 Penalty: 5862.222656
	Iteration 22Q: 3 clusters Score -1.82037e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -18203826.000000 Penalty: 5862.222656
	Iteration 23Q: 3 clusters Score -1.820383e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -18203896.000000 Penalty: 5862.222656
	Iteration 24Q: 3 clusters Score -1.82039e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -18203986.000000 Penalty: 5862.222656
	Iteration 25Q: 3 clusters Score -1.820399e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -18204134.000000 Penalty: 5862.222656
	Iteration 26Q: 3 clusters Score -1.820413e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -18204192.000000 Penalty: 5862.222656
	Iteration 27Q: 3 clusters Score -1.820419e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 127049 members 
Entering Unmasked Estep 
Score: -18204244.000000 Penalty: 5862.222656
	Iteration 28Q: 3 clusters Score -1.820424e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -18204314.000000 Penalty: 5862.222656
	Iteration 29Q: 3 clusters Score -1.820431e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 127771 members 
Entering Unmasked Estep 
Score: -18204392.000000 Penalty: 5862.222656
	Iteration 30Q: 3 clusters Score -1.820439e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 128068 members 
Entering Unmasked Estep 
Score: -18204430.000000 Penalty: 5862.222656
	Iteration 31Q: 3 clusters Score -1.820443e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 128353 members 
Entering Unmasked Estep 
Score: -18204480.000000 Penalty: 5862.222656
	Iteration 32Q: 3 clusters Score -1.820448e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -18204514.000000 Penalty: 5862.222656
	Iteration 33Q: 3 clusters Score -1.820451e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -18204544.000000 Penalty: 5862.222656
	Iteration 34Q: 3 clusters Score -1.820454e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 129054 members 
Entering Unmasked Estep 
Score: -18204526.000000 Penalty: 5862.222656
	Iteration 35Q: 3 clusters Score -1.820453e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -18204550.000000 Penalty: 5862.222656
	Iteration 36Q: 3 clusters Score -1.820455e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -18204570.000000 Penalty: 5862.222656
	Iteration 37Q: 3 clusters Score -1.820457e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -18204608.000000 Penalty: 5862.222656
	Iteration 38Q: 3 clusters Score -1.820461e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -18204662.000000 Penalty: 5862.222656
	Iteration 39Q: 3 clusters Score -1.820466e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -18204674.000000 Penalty: 5862.222656
	Iteration 40F: 3 clusters Score -1.820467e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 130086 members 
Entering Unmasked Estep 
Score: -18204674.000000 Penalty: 5862.222656
	Iteration 41Q: 3 clusters Score -1.820467e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 130194 members 
Entering Unmasked Estep 
Score: -18204678.000000 Penalty: 5862.222656
	Iteration 42Q: 3 clusters Score -1.820468e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -18204672.000000 Penalty: 5862.222656
	Iteration 43Q: 3 clusters Score -1.820467e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 130380 members 
Entering Unmasked Estep 
Score: -18204676.000000 Penalty: 5862.222656
	Iteration 44Q: 3 clusters Score -1.820468e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 130468 members 
Entering Unmasked Estep 
Score: -18204672.000000 Penalty: 5862.222656
	Iteration 45Q: 3 clusters Score -1.820467e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -18204652.000000 Penalty: 5862.222656
	Iteration 46Q: 3 clusters Score -1.820465e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 130613 members 
Entering Unmasked Estep 
Score: -18204660.000000 Penalty: 5862.222656
	Iteration 47Q: 3 clusters Score -1.820466e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -18204674.000000 Penalty: 5862.222656
	Iteration 48Q: 3 clusters Score -1.820467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -18204662.000000 Penalty: 5862.222656
	Iteration 49Q: 3 clusters Score -1.820466e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -18204660.000000 Penalty: 5862.222656
	Iteration 50Q: 3 clusters Score -1.820466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -18204666.000000 Penalty: 5862.222656
	Iteration 51Q: 3 clusters Score -1.820467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -18204666.000000 Penalty: 5862.222656
	Iteration 52Q: 3 clusters Score -1.820467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 130920 members 
Entering Unmasked Estep 
Score: -18204686.000000 Penalty: 5862.222656
	Iteration 53Q: 3 clusters Score -1.820469e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 130958 members 
Entering Unmasked Estep 
Score: -18204656.000000 Penalty: 5862.222656
	Iteration 54Q: 3 clusters Score -1.820466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -18204650.000000 Penalty: 5862.222656
	Iteration 55Q: 3 clusters Score -1.820465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 131035 members 
Entering Unmasked Estep 
Score: -18204646.000000 Penalty: 5862.222656
	Iteration 56Q: 3 clusters Score -1.820465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -18204638.000000 Penalty: 5862.222656
	Iteration 57Q: 3 clusters Score -1.820464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -18204644.000000 Penalty: 5862.222656
	Iteration 58Q: 3 clusters Score -1.820464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -18204656.000000 Penalty: 5862.222656
	Iteration 59Q: 3 clusters Score -1.820466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -18204648.000000 Penalty: 5862.222656
	Iteration 60F: 3 clusters Score -1.820465e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -18204640.000000 Penalty: 5862.222656
	Iteration 61Q: 3 clusters Score -1.820464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -18204654.000000 Penalty: 5862.222656
	Iteration 62Q: 3 clusters Score -1.820465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 131221 members 
Entering Unmasked Estep 
Score: -18204652.000000 Penalty: 5862.222656
	Iteration 63Q: 3 clusters Score -1.820465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -18204660.000000 Penalty: 5862.222656
	Iteration 64Q: 3 clusters Score -1.820466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 131252 members 
Entering Unmasked Estep 
Score: -18204636.000000 Penalty: 5862.222656
	Iteration 65Q: 3 clusters Score -1.820464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 131262 members 
Entering Unmasked Estep 
Score: -18204664.000000 Penalty: 5862.222656
	Iteration 66Q: 3 clusters Score -1.820466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 131274 members 
Entering Unmasked Estep 
Score: -18204658.000000 Penalty: 5862.222656
	Iteration 67Q: 3 clusters Score -1.820466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -18204644.000000 Penalty: 5862.222656
	Iteration 68Q: 3 clusters Score -1.820464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 131301 members 
Entering Unmasked Estep 
Score: -18204626.000000 Penalty: 5862.222656
	Iteration 69Q: 3 clusters Score -1.820463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 131312 members 
Entering Unmasked Estep 
Score: -18204634.000000 Penalty: 5862.222656
	Iteration 70Q: 3 clusters Score -1.820463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -18204646.000000 Penalty: 5862.222656
	Iteration 71Q: 3 clusters Score -1.820465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 131325 members 
Entering Unmasked Estep 
Score: -18204650.000000 Penalty: 5862.222656
	Iteration 72Q: 3 clusters Score -1.820465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 131333 members 
Entering Unmasked Estep 
Score: -18204648.000000 Penalty: 5862.222656
	Iteration 73Q: 3 clusters Score -1.820465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 131341 members 
Entering Unmasked Estep 
Score: -18204658.000000 Penalty: 5862.222656
	Iteration 74Q: 3 clusters Score -1.820466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 5862.222656
	Iteration 75Q: 3 clusters Score -1.820467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 131358 members 
Entering Unmasked Estep 
Score: -18204672.000000 Penalty: 5862.222656
	Iteration 76Q: 3 clusters Score -1.820467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -18204668.000000 Penalty: 5862.222656
	Iteration 77Q: 3 clusters Score -1.820467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -18204668.000000 Penalty: 5862.222656
	Iteration 78Q: 3 clusters Score -1.820467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -18204648.000000 Penalty: 5862.222656
	Iteration 79Q: 3 clusters Score -1.820465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -18204648.000000 Penalty: 5862.222656
	Iteration 80F: 3 clusters Score -1.820465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -18204660.000000 Penalty: 5862.222656
	Iteration 81Q: 3 clusters Score -1.820466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -18204664.000000 Penalty: 5862.222656
	Iteration 82Q: 3 clusters Score -1.820466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 131415 members 
Entering Unmasked Estep 
Score: -18204644.000000 Penalty: 5862.222656
	Iteration 83Q: 3 clusters Score -1.820464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -18204654.000000 Penalty: 5862.222656
	Iteration 84Q: 3 clusters Score -1.820465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 131431 members 
Entering Unmasked Estep 
Score: -18204658.000000 Penalty: 5862.222656
	Iteration 85Q: 3 clusters Score -1.820466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -18204658.000000 Penalty: 5862.222656
	Iteration 86Q: 3 clusters Score -1.820466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -18204678.000000 Penalty: 5862.222656
	Iteration 87Q: 3 clusters Score -1.820468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 5862.222656
	Iteration 88Q: 3 clusters Score -1.820467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 5862.222656
	Iteration 89Q: 3 clusters Score -1.820467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -18204676.000000 Penalty: 5862.222656
	Iteration 90Q: 3 clusters Score -1.820468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 131480 members 
Entering Unmasked Estep 
Score: -18204672.000000 Penalty: 5862.222656
	Iteration 91Q: 3 clusters Score -1.820467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 131485 members 
Entering Unmasked Estep 
Score: -18204664.000000 Penalty: 5862.222656
	Iteration 92Q: 3 clusters Score -1.820466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -18204672.000000 Penalty: 5862.222656
	Iteration 93Q: 3 clusters Score -1.820467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 131492 members 
Entering Unmasked Estep 
Score: -18204670.000000 Penalty: 5862.222656
	Iteration 94Q: 3 clusters Score -1.820467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 131493 members 
Entering Unmasked Estep 
Score: -18204678.000000 Penalty: 5862.222656
	Iteration 95Q: 3 clusters Score -1.820468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 131493 members 
Entering Unmasked Estep 
Score: -18204678.000000 Penalty: 5862.222656
	Iteration 96F: 3 clusters Score -1.820468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Entering Unmasked Estep 
Score: -9173389.000000 Penalty: 2757.348389
	Iteration 0F: 2 clusters Score -9173389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -9128240.000000 Penalty: 5514.696777
	Iteration 0F: 3 clusters Score -9128240 nChanged 31404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -9145892.000000 Penalty: 5514.696777
	Iteration 1F: 3 clusters Score -9145892 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9146460.000000 Penalty: 5514.696777
	Iteration 2Q: 3 clusters Score -9146460 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -9146910.000000 Penalty: 5514.696777
	Iteration 3Q: 3 clusters Score -9146910 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9147430.000000 Penalty: 5514.696777
	Iteration 4Q: 3 clusters Score -9147430 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -9147962.000000 Penalty: 5514.696777
	Iteration 5Q: 3 clusters Score -9147962 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -9148653.000000 Penalty: 5514.696777
	Iteration 6Q: 3 clusters Score -9148653 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9149362.000000 Penalty: 5514.696777
	Iteration 7Q: 3 clusters Score -9149362 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -9150396.000000 Penalty: 5514.696777
	Iteration 8Q: 3 clusters Score -9150396 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -9151869.000000 Penalty: 5514.696777
	Iteration 9Q: 3 clusters Score -9151869 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9153846.000000 Penalty: 5514.696777
	Iteration 10Q: 3 clusters Score -9153846 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -9156480.000000 Penalty: 5514.696777
	Iteration 11F: 3 clusters Score -9156480 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9158587.000000 Penalty: 5514.696777
	Iteration 12F: 3 clusters Score -9158587 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9159838.000000 Penalty: 5514.696777
	Iteration 13Q: 3 clusters Score -9159838 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -9160444.000000 Penalty: 5514.696777
	Iteration 14Q: 3 clusters Score -9160444 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -9160721.000000 Penalty: 5514.696777
	Iteration 15Q: 3 clusters Score -9160721 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9160941.000000 Penalty: 5514.696777
	Iteration 16Q: 3 clusters Score -9160941 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -9161176.000000 Penalty: 5514.696777
	Iteration 17Q: 3 clusters Score -9161176 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -9161374.000000 Penalty: 5514.696777
	Iteration 18Q: 3 clusters Score -9161374 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -9161614.000000 Penalty: 5514.696777
	Iteration 19Q: 3 clusters Score -9161614 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -9161850.000000 Penalty: 5514.696777
	Iteration 20F: 3 clusters Score -9161850 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9162111.000000 Penalty: 5514.696777
	Iteration 21Q: 3 clusters Score -9162111 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -9162327.000000 Penalty: 5514.696777
	Iteration 22Q: 3 clusters Score -9162327 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9162594.000000 Penalty: 5514.696777
	Iteration 23Q: 3 clusters Score -9162594 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -9162879.000000 Penalty: 5514.696777
	Iteration 24Q: 3 clusters Score -9162879 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -9163123.000000 Penalty: 5514.696777
	Iteration 25Q: 3 clusters Score -9163123 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9163363.000000 Penalty: 5514.696777
	Iteration 26Q: 3 clusters Score -9163363 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -9163582.000000 Penalty: 5514.696777
	Iteration 27Q: 3 clusters Score -9163582 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -9163849.000000 Penalty: 5514.696777
	Iteration 28Q: 3 clusters Score -9163849 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -9164098.000000 Penalty: 5514.696777
	Iteration 29Q: 3 clusters Score -9164098 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -9164385.000000 Penalty: 5514.696777
	Iteration 30Q: 3 clusters Score -9164385 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -9164660.000000 Penalty: 5514.696777
	Iteration 31Q: 3 clusters Score -9164660 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -9164903.000000 Penalty: 5514.696777
	Iteration 32Q: 3 clusters Score -9164903 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9165192.000000 Penalty: 5514.696777
	Iteration 33Q: 3 clusters Score -9165192 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9165528.000000 Penalty: 5514.696777
	Iteration 34Q: 3 clusters Score -9165528 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9165829.000000 Penalty: 5514.696777
	Iteration 35Q: 3 clusters Score -9165829 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -9166104.000000 Penalty: 5514.696777
	Iteration 36Q: 3 clusters Score -9166104 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -9166375.000000 Penalty: 5514.696777
	Iteration 37Q: 3 clusters Score -9166375 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -9166681.000000 Penalty: 5514.696777
	Iteration 38Q: 3 clusters Score -9166681 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -9167053.000000 Penalty: 5514.696777
	Iteration 39Q: 3 clusters Score -9167053 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -9167426.000000 Penalty: 5514.696777
	Iteration 40F: 3 clusters Score -9167426 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -9167739.000000 Penalty: 5514.696777
	Iteration 41Q: 3 clusters Score -9167739 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -9168087.000000 Penalty: 5514.696777
	Iteration 42Q: 3 clusters Score -9168087 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -9168379.000000 Penalty: 5514.696777
	Iteration 43Q: 3 clusters Score -9168379 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -9168672.000000 Penalty: 5514.696777
	Iteration 44Q: 3 clusters Score -9168672 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -9168850.000000 Penalty: 5514.696777
	Iteration 45Q: 3 clusters Score -9168850 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -9169067.000000 Penalty: 5514.696777
	Iteration 46Q: 3 clusters Score -9169067 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -9169266.000000 Penalty: 5514.696777
	Iteration 47Q: 3 clusters Score -9169266 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -9169488.000000 Penalty: 5514.696777
	Iteration 48Q: 3 clusters Score -9169488 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -9169715.000000 Penalty: 5514.696777
	Iteration 49Q: 3 clusters Score -9169715 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -9169860.000000 Penalty: 5514.696777
	Iteration 50Q: 3 clusters Score -9169860 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -9170024.000000 Penalty: 5514.696777
	Iteration 51Q: 3 clusters Score -9170024 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -9170165.000000 Penalty: 5514.696777
	Iteration 52Q: 3 clusters Score -9170165 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -9170345.000000 Penalty: 5514.696777
	Iteration 53Q: 3 clusters Score -9170345 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -9170442.000000 Penalty: 5514.696777
	Iteration 54Q: 3 clusters Score -9170442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -9170533.000000 Penalty: 5514.696777
	Iteration 55Q: 3 clusters Score -9170533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -9170629.000000 Penalty: 5514.696777
	Iteration 56Q: 3 clusters Score -9170629 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -9170713.000000 Penalty: 5514.696777
	Iteration 57Q: 3 clusters Score -9170713 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9170769.000000 Penalty: 5514.696777
	Iteration 58Q: 3 clusters Score -9170769 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -9170846.000000 Penalty: 5514.696777
	Iteration 59Q: 3 clusters Score -9170846 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -9170887.000000 Penalty: 5514.696777
	Iteration 60F: 3 clusters Score -9170887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -9170911.000000 Penalty: 5514.696777
	Iteration 61Q: 3 clusters Score -9170911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -9170957.000000 Penalty: 5514.696777
	Iteration 62Q: 3 clusters Score -9170957 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9170997.000000 Penalty: 5514.696777
	Iteration 63Q: 3 clusters Score -9170997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -9171024.000000 Penalty: 5514.696777
	Iteration 64Q: 3 clusters Score -9171024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -9171024.000000 Penalty: 5514.696777
	Iteration 65Q: 3 clusters Score -9171024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -9171049.000000 Penalty: 5514.696777
	Iteration 66Q: 3 clusters Score -9171049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -9171071.000000 Penalty: 5514.696777
	Iteration 67Q: 3 clusters Score -9171071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -9171081.000000 Penalty: 5514.696777
	Iteration 68Q: 3 clusters Score -9171081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -9171101.000000 Penalty: 5514.696777
	Iteration 69Q: 3 clusters Score -9171101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9171088.000000 Penalty: 5514.696777
	Iteration 70Q: 3 clusters Score -9171088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -9171104.000000 Penalty: 5514.696777
	Iteration 71Q: 3 clusters Score -9171104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -9171109.000000 Penalty: 5514.696777
	Iteration 72Q: 3 clusters Score -9171109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -9171118.000000 Penalty: 5514.696777
	Iteration 73Q: 3 clusters Score -9171118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -9171140.000000 Penalty: 5514.696777
	Iteration 74Q: 3 clusters Score -9171140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -9171155.000000 Penalty: 5514.696777
	Iteration 75Q: 3 clusters Score -9171155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -9171166.000000 Penalty: 5514.696777
	Iteration 76Q: 3 clusters Score -9171166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9171174.000000 Penalty: 5514.696777
	Iteration 77Q: 3 clusters Score -9171174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -9171163.000000 Penalty: 5514.696777
	Iteration 78Q: 3 clusters Score -9171163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -9171185.000000 Penalty: 5514.696777
	Iteration 79Q: 3 clusters Score -9171185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -9171191.000000 Penalty: 5514.696777
	Iteration 80F: 3 clusters Score -9171191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -9171199.000000 Penalty: 5514.696777
	Iteration 81Q: 3 clusters Score -9171199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -9171217.000000 Penalty: 5514.696777
	Iteration 82Q: 3 clusters Score -9171217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -9171208.000000 Penalty: 5514.696777
	Iteration 83Q: 3 clusters Score -9171208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -9171222.000000 Penalty: 5514.696777
	Iteration 84Q: 3 clusters Score -9171222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -9171234.000000 Penalty: 5514.696777
	Iteration 85Q: 3 clusters Score -9171234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -9171230.000000 Penalty: 5514.696777
	Iteration 86Q: 3 clusters Score -9171230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -9171248.000000 Penalty: 5514.696777
	Iteration 87Q: 3 clusters Score -9171248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -9171237.000000 Penalty: 5514.696777
	Iteration 88Q: 3 clusters Score -9171237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -9171234.000000 Penalty: 5514.696777
	Iteration 89Q: 3 clusters Score -9171234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9171239.000000 Penalty: 5514.696777
	Iteration 90Q: 3 clusters Score -9171239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -9171231.000000 Penalty: 5514.696777
	Iteration 91Q: 3 clusters Score -9171231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -9171245.000000 Penalty: 5514.696777
	Iteration 92Q: 3 clusters Score -9171245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -9171233.000000 Penalty: 5514.696777
	Iteration 93Q: 3 clusters Score -9171233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -9171232.000000 Penalty: 5514.696777
	Iteration 94Q: 3 clusters Score -9171232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -9171233.000000 Penalty: 5514.696777
	Iteration 95Q: 3 clusters Score -9171233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9171227.000000 Penalty: 5514.696777
	Iteration 96Q: 3 clusters Score -9171227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -9171227.000000 Penalty: 5514.696777
	Iteration 97Q: 3 clusters Score -9171227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -9171229.000000 Penalty: 5514.696777
	Iteration 98Q: 3 clusters Score -9171229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -9171233.000000 Penalty: 5514.696777
	Iteration 99Q: 3 clusters Score -9171233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -9171248.000000 Penalty: 5514.696777
	Iteration 100F: 3 clusters Score -9171248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -9171240.000000 Penalty: 5514.696777
	Iteration 101Q: 3 clusters Score -9171240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -9171239.000000 Penalty: 5514.696777
	Iteration 102Q: 3 clusters Score -9171239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -9171239.000000 Penalty: 5514.696777
	Iteration 103Q: 3 clusters Score -9171239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -9171233.000000 Penalty: 5514.696777
	Iteration 104Q: 3 clusters Score -9171233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9171236.000000 Penalty: 5514.696777
	Iteration 105Q: 3 clusters Score -9171236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9171236.000000 Penalty: 5514.696777
	Iteration 106F: 3 clusters Score -9171236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (177076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Entering Unmasked Estep 
Score: -23910674.000000 Penalty: 2996.915039
	Iteration 0F: 2 clusters Score -2.391067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -23802880.000000 Penalty: 5993.830078
	Iteration 0F: 3 clusters Score -2.380288e+07 nChanged 84897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -23852580.000000 Penalty: 5993.830078
	Iteration 1F: 3 clusters Score -2.385258e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -23853394.000000 Penalty: 5993.830078
	Iteration 2Q: 3 clusters Score -2.385339e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -23854694.000000 Penalty: 5993.830078
	Iteration 3Q: 3 clusters Score -2.385469e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -23857220.000000 Penalty: 5993.830078
	Iteration 4Q: 3 clusters Score -2.385722e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -23861424.000000 Penalty: 5993.830078
	Iteration 5Q: 3 clusters Score -2.386142e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -23868558.000000 Penalty: 5993.830078
	Iteration 6F: 3 clusters Score -2.386856e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -23879764.000000 Penalty: 5993.830078
	Iteration 7F: 3 clusters Score -2.387976e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -23892298.000000 Penalty: 5993.830078
	Iteration 8F: 3 clusters Score -2.38923e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -23901092.000000 Penalty: 5993.830078
	Iteration 9F: 3 clusters Score -2.390109e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -23904860.000000 Penalty: 5993.830078
	Iteration 10Q: 3 clusters Score -2.390486e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -23906170.000000 Penalty: 5993.830078
	Iteration 11Q: 3 clusters Score -2.390617e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -23907288.000000 Penalty: 5993.830078
	Iteration 12Q: 3 clusters Score -2.390729e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -23908226.000000 Penalty: 5993.830078
	Iteration 13Q: 3 clusters Score -2.390823e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148404 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -23908842.000000 Penalty: 5993.830078
	Iteration 14Q: 3 clusters Score -2.390884e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151037 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -23909350.000000 Penalty: 5993.830078
	Iteration 15Q: 3 clusters Score -2.390935e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -23909764.000000 Penalty: 5993.830078
	Iteration 16Q: 3 clusters Score -2.390976e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -23910202.000000 Penalty: 5993.830078
	Iteration 17Q: 3 clusters Score -2.39102e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158124 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -23910412.000000 Penalty: 5993.830078
	Iteration 18Q: 3 clusters Score -2.391041e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -23910548.000000 Penalty: 5993.830078
	Iteration 19Q: 3 clusters Score -2.391055e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -23910656.000000 Penalty: 5993.830078
	Iteration 20F: 3 clusters Score -2.391066e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -23910480.000000 Penalty: 5993.830078
	Iteration 21Q: 3 clusters Score -2.391048e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -23910486.000000 Penalty: 5993.830078
	Iteration 22Q: 3 clusters Score -2.391049e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -23910390.000000 Penalty: 5993.830078
	Iteration 23Q: 3 clusters Score -2.391039e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -23910352.000000 Penalty: 5993.830078
	Iteration 24Q: 3 clusters Score -2.391035e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -23910160.000000 Penalty: 5993.830078
	Iteration 25Q: 3 clusters Score -2.391016e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -23910118.000000 Penalty: 5993.830078
	Iteration 26Q: 3 clusters Score -2.391012e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -23910028.000000 Penalty: 5993.830078
	Iteration 27Q: 3 clusters Score -2.391003e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23909956.000000 Penalty: 5993.830078
	Iteration 28Q: 3 clusters Score -2.390996e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -23909930.000000 Penalty: 5993.830078
	Iteration 29Q: 3 clusters Score -2.390993e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172484 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -23909878.000000 Penalty: 5993.830078
	Iteration 30Q: 3 clusters Score -2.390988e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -23909808.000000 Penalty: 5993.830078
	Iteration 31Q: 3 clusters Score -2.390981e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -23909834.000000 Penalty: 5993.830078
	Iteration 32Q: 3 clusters Score -2.390983e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23909782.000000 Penalty: 5993.830078
	Iteration 33Q: 3 clusters Score -2.390978e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -23909794.000000 Penalty: 5993.830078
	Iteration 34Q: 3 clusters Score -2.390979e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -23909780.000000 Penalty: 5993.830078
	Iteration 35Q: 3 clusters Score -2.390978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174360 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23909750.000000 Penalty: 5993.830078
	Iteration 36Q: 3 clusters Score -2.390975e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174530 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -23909756.000000 Penalty: 5993.830078
	Iteration 37Q: 3 clusters Score -2.390976e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -23909708.000000 Penalty: 5993.830078
	Iteration 38Q: 3 clusters Score -2.390971e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23909696.000000 Penalty: 5993.830078
	Iteration 39Q: 3 clusters Score -2.39097e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23909656.000000 Penalty: 5993.830078
	Iteration 40F: 3 clusters Score -2.390966e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -23909606.000000 Penalty: 5993.830078
	Iteration 41Q: 3 clusters Score -2.390961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -23909640.000000 Penalty: 5993.830078
	Iteration 42Q: 3 clusters Score -2.390964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175065 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23909588.000000 Penalty: 5993.830078
	Iteration 43Q: 3 clusters Score -2.390959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23909544.000000 Penalty: 5993.830078
	Iteration 44Q: 3 clusters Score -2.390954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -23909522.000000 Penalty: 5993.830078
	Iteration 45Q: 3 clusters Score -2.390952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23909474.000000 Penalty: 5993.830078
	Iteration 46Q: 3 clusters Score -2.390947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175243 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23909466.000000 Penalty: 5993.830078
	Iteration 47Q: 3 clusters Score -2.390947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23909442.000000 Penalty: 5993.830078
	Iteration 48Q: 3 clusters Score -2.390944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23909434.000000 Penalty: 5993.830078
	Iteration 49Q: 3 clusters Score -2.390943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23909418.000000 Penalty: 5993.830078
	Iteration 50Q: 3 clusters Score -2.390942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23909388.000000 Penalty: 5993.830078
	Iteration 51Q: 3 clusters Score -2.390939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -23909376.000000 Penalty: 5993.830078
	Iteration 52Q: 3 clusters Score -2.390938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23909356.000000 Penalty: 5993.830078
	Iteration 53Q: 3 clusters Score -2.390936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23909368.000000 Penalty: 5993.830078
	Iteration 54Q: 3 clusters Score -2.390937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -23909366.000000 Penalty: 5993.830078
	Iteration 55Q: 3 clusters Score -2.390937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23909332.000000 Penalty: 5993.830078
	Iteration 56Q: 3 clusters Score -2.390933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -23909338.000000 Penalty: 5993.830078
	Iteration 57Q: 3 clusters Score -2.390934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23909340.000000 Penalty: 5993.830078
	Iteration 58Q: 3 clusters Score -2.390934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175645 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23909334.000000 Penalty: 5993.830078
	Iteration 59Q: 3 clusters Score -2.390933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23909330.000000 Penalty: 5993.830078
	Iteration 60F: 3 clusters Score -2.390933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23909300.000000 Penalty: 5993.830078
	Iteration 61Q: 3 clusters Score -2.39093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -23909284.000000 Penalty: 5993.830078
	Iteration 62Q: 3 clusters Score -2.390928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -23909280.000000 Penalty: 5993.830078
	Iteration 63Q: 3 clusters Score -2.390928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -23909264.000000 Penalty: 5993.830078
	Iteration 64Q: 3 clusters Score -2.390926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175676 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23909270.000000 Penalty: 5993.830078
	Iteration 65Q: 3 clusters Score -2.390927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175679 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23909264.000000 Penalty: 5993.830078
	Iteration 66Q: 3 clusters Score -2.390926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -23909270.000000 Penalty: 5993.830078
	Iteration 67Q: 3 clusters Score -2.390927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23909270.000000 Penalty: 5993.830078
	Iteration 68Q: 3 clusters Score -2.390927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23909262.000000 Penalty: 5993.830078
	Iteration 69Q: 3 clusters Score -2.390926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23909262.000000 Penalty: 5993.830078
	Iteration 70F: 3 clusters Score -2.390926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -41938.394531 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -41938.39 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 181 members 
Entering Unmasked Estep 
Score: -40694.070312 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -40694.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41081.871094 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -41081.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41299.546875 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -41299.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41539.445312 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -41539.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41620.703125 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -41620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41626.867188 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -41626.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41629.414062 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -41629.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41632.515625 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -41632.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41638.187500 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -41638.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41639.804688 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -41639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41641.343750 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -41641.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41641.343750 Penalty: 2955.378662
	Iteration 11F: 3 clusters Score -41641.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -48463.535156 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -48463.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47066.835938 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -47066.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47168.667969 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -47168.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47197.968750 Penalty: 2943.707520
	Iteration 2Q: 3 clusters Score -47197.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47217.292969 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -47217.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47223.675781 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -47223.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47225.718750 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -47225.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47229.585938 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -47229.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47234.613281 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -47234.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47236.027344 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -47236.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47238.105469 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -47238.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47238.105469 Penalty: 2943.707520
	Iteration 10F: 3 clusters Score -47238.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -23392.427734 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -23392.43 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: -22231.703125 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22231.7 nChanged 20
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: -22326.017578 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22326.02 nChanged 7
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: -22377.527344 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -22377.53 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: -22435.869141 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -22435.87 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: -22578.546875 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -22578.55 nChanged 7
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: -22618.382812 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -22618.38 nChanged 2
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: -22646.074219 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -22646.07 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: -22646.074219 Penalty: 2666.138184
	Iteration 7F: 3 clusters Score -22646.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Entering Unmasked Estep 
Score: -2387418.750000 Penalty: 2441.181152
	Iteration 0F: 2 clusters Score -2387419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2374098.500000 Penalty: 4882.362305
	Iteration 0F: 3 clusters Score -2374098 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2378508.000000 Penalty: 4882.362305
	Iteration 1F: 3 clusters Score -2378508 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2379208.250000 Penalty: 4882.362305
	Iteration 2F: 3 clusters Score -2379208 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2379921.000000 Penalty: 4882.362305
	Iteration 3F: 3 clusters Score -2379921 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2380511.250000 Penalty: 4882.362305
	Iteration 4F: 3 clusters Score -2380511 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2381013.500000 Penalty: 4882.362305
	Iteration 5F: 3 clusters Score -2381014 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2381533.250000 Penalty: 4882.362305
	Iteration 6F: 3 clusters Score -2381533 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2382146.000000 Penalty: 4882.362305
	Iteration 7F: 3 clusters Score -2382146 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2382853.750000 Penalty: 4882.362305
	Iteration 8F: 3 clusters Score -2382854 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2383632.750000 Penalty: 4882.362305
	Iteration 9F: 3 clusters Score -2383633 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2384380.500000 Penalty: 4882.362305
	Iteration 10F: 3 clusters Score -2384380 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2385042.250000 Penalty: 4882.362305
	Iteration 11Q: 3 clusters Score -2385042 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2385635.750000 Penalty: 4882.362305
	Iteration 12Q: 3 clusters Score -2385636 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2386193.250000 Penalty: 4882.362305
	Iteration 13Q: 3 clusters Score -2386193 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2386610.250000 Penalty: 4882.362305
	Iteration 14Q: 3 clusters Score -2386610 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2386914.750000 Penalty: 4882.362305
	Iteration 15Q: 3 clusters Score -2386915 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2387165.000000 Penalty: 4882.362305
	Iteration 16Q: 3 clusters Score -2387165 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2387364.000000 Penalty: 4882.362305
	Iteration 17Q: 3 clusters Score -2387364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2387555.750000 Penalty: 4882.362305
	Iteration 18Q: 3 clusters Score -2387556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2387609.250000 Penalty: 4882.362305
	Iteration 19Q: 3 clusters Score -2387609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2387615.500000 Penalty: 4882.362305
	Iteration 20F: 3 clusters Score -2387616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2387623.750000 Penalty: 4882.362305
	Iteration 21Q: 3 clusters Score -2387624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2387622.250000 Penalty: 4882.362305
	Iteration 22Q: 3 clusters Score -2387622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2387624.750000 Penalty: 4882.362305
	Iteration 23Q: 3 clusters Score -2387625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2387626.500000 Penalty: 4882.362305
	Iteration 24Q: 3 clusters Score -2387626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2387626.500000 Penalty: 4882.362305
	Iteration 25F: 3 clusters Score -2387626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 148358 members 
Mstep: Class 5 contains 104236 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 143871 members 
Mstep: Class 10 contains 62799 members 
Mstep: Class 11 contains 135808 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 177076 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 18 contains 18003 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 155420 members 
Mstep: Class 23 contains 34770 members 
Entering Unmasked Estep 
Score: -180366752.000000 Penalty: 80602.570312
Splitting cluster 17 changes total score from -180367600.000000 to -180366752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -99020.578125 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -99020.58 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 384 members 
Entering Unmasked Estep 
Score: -97253.492188 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -97253.49 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97458.054688 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -97458.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97519.312500 Penalty: 3306.810547
	Iteration 2Q: 3 clusters Score -97519.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97546.460938 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -97546.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97577.031250 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -97577.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97593.234375 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -97593.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97600.500000 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -97600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97614.703125 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -97614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97624.023438 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -97624.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97630.882812 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -97630.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97635.171875 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -97635.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97643.429688 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -97643.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97654.484375 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -97654.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97661.085938 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -97661.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97670.515625 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -97670.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97681.820312 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -97681.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97691.562500 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -97691.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97698.984375 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -97698.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97705.023438 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -97705.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97707.945312 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -97707.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97713.078125 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -97713.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97717.648438 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -97717.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97722.843750 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -97722.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97729.187500 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -97729.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97729.734375 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -97729.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97729.734375 Penalty: 3306.810547
	Iteration 25F: 3 clusters Score -97729.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Entering Unmasked Estep 
Score: -21372054.000000 Penalty: 2971.207764
	Iteration 0F: 2 clusters Score -2.137205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -21266976.000000 Penalty: 5942.415527
	Iteration 0F: 3 clusters Score -2.126698e+07 nChanged 76562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -21310824.000000 Penalty: 5942.415527
	Iteration 1F: 3 clusters Score -2.131082e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -21311588.000000 Penalty: 5942.415527
	Iteration 2Q: 3 clusters Score -2.131159e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -21312542.000000 Penalty: 5942.415527
	Iteration 3Q: 3 clusters Score -2.131254e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -21314292.000000 Penalty: 5942.415527
	Iteration 4Q: 3 clusters Score -2.131429e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -21316996.000000 Penalty: 5942.415527
	Iteration 5Q: 3 clusters Score -2.1317e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -21322130.000000 Penalty: 5942.415527
	Iteration 6F: 3 clusters Score -2.132213e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -21330972.000000 Penalty: 5942.415527
	Iteration 7F: 3 clusters Score -2.133097e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -21343528.000000 Penalty: 5942.415527
	Iteration 8F: 3 clusters Score -2.134353e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -21355318.000000 Penalty: 5942.415527
	Iteration 9F: 3 clusters Score -2.135532e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -21362872.000000 Penalty: 5942.415527
	Iteration 10F: 3 clusters Score -2.136287e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -21366628.000000 Penalty: 5942.415527
	Iteration 11Q: 3 clusters Score -2.136663e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -21368184.000000 Penalty: 5942.415527
	Iteration 12Q: 3 clusters Score -2.136818e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -21368752.000000 Penalty: 5942.415527
	Iteration 13Q: 3 clusters Score -2.136875e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -21369098.000000 Penalty: 5942.415527
	Iteration 14Q: 3 clusters Score -2.13691e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 159021 members 
Entering Unmasked Estep 
Score: -21369214.000000 Penalty: 5942.415527
	Iteration 15Q: 3 clusters Score -2.136921e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 159107 members 
Entering Unmasked Estep 
Score: -21369338.000000 Penalty: 5942.415527
	Iteration 16Q: 3 clusters Score -2.136934e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -21369408.000000 Penalty: 5942.415527
	Iteration 17Q: 3 clusters Score -2.136941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -21369486.000000 Penalty: 5942.415527
	Iteration 18Q: 3 clusters Score -2.136949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -21369478.000000 Penalty: 5942.415527
	Iteration 19Q: 3 clusters Score -2.136948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -21369484.000000 Penalty: 5942.415527
	Iteration 20F: 3 clusters Score -2.136948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -21369504.000000 Penalty: 5942.415527
	Iteration 21Q: 3 clusters Score -2.13695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -21369520.000000 Penalty: 5942.415527
	Iteration 22Q: 3 clusters Score -2.136952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -21369508.000000 Penalty: 5942.415527
	Iteration 23Q: 3 clusters Score -2.136951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -21369514.000000 Penalty: 5942.415527
	Iteration 24Q: 3 clusters Score -2.136951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -21369516.000000 Penalty: 5942.415527
	Iteration 25Q: 3 clusters Score -2.136952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -21369520.000000 Penalty: 5942.415527
	Iteration 26Q: 3 clusters Score -2.136952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -21369528.000000 Penalty: 5942.415527
	Iteration 27Q: 3 clusters Score -2.136953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -21369522.000000 Penalty: 5942.415527
	Iteration 28Q: 3 clusters Score -2.136952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -21369528.000000 Penalty: 5942.415527
	Iteration 29Q: 3 clusters Score -2.136953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -21369530.000000 Penalty: 5942.415527
	Iteration 30Q: 3 clusters Score -2.136953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159219 members 
Entering Unmasked Estep 
Score: -21369530.000000 Penalty: 5942.415527
	Iteration 31F: 3 clusters Score -2.136953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -589364.125000 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -589364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -585032.375000 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -585032.4 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -586040.375000 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -586040.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -586236.187500 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -586236.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -586366.437500 Penalty: 4185.322754
	Iteration 3Q: 3 clusters Score -586366.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -586496.250000 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -586496.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -586605.062500 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -586605.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -586722.937500 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -586722.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -586802.187500 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -586802.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -586869.125000 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -586869.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -586913.125000 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -586913.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -586958.625000 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -586958.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -587005.687500 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -587005.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -587045.937500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -587045.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -587072.250000 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -587072.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -587106.875000 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -587106.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -587136.000000 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -587136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -587163.875000 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -587163.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -587182.687500 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -587182.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -587199.250000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -587199.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -587211.000000 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -587211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -587219.187500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -587219.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -587227.562500 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -587227.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -587234.125000 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -587234.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -587243.500000 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -587243.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -587248.250000 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -587248.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -587254.562500 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -587254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -587261.000000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -587261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -587265.937500 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -587265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -587272.812500 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -587272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -587278.625000 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -587278.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -587286.062500 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -587286.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -587295.562500 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -587295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -587304.062500 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -587304.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -587315.562500 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -587315.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -587322.062500 Penalty: 4185.322754
	Iteration 34Q: 3 clusters Score -587322.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -587329.312500 Penalty: 4185.322754
	Iteration 35Q: 3 clusters Score -587329.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -587337.750000 Penalty: 4185.322754
	Iteration 36Q: 3 clusters Score -587337.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -587347.437500 Penalty: 4185.322754
	Iteration 37Q: 3 clusters Score -587347.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -587358.312500 Penalty: 4185.322754
	Iteration 38Q: 3 clusters Score -587358.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -587367.562500 Penalty: 4185.322754
	Iteration 39Q: 3 clusters Score -587367.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -587376.062500 Penalty: 4185.322754
	Iteration 40F: 3 clusters Score -587376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -587386.937500 Penalty: 4185.322754
	Iteration 41Q: 3 clusters Score -587386.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -587396.500000 Penalty: 4185.322754
	Iteration 42Q: 3 clusters Score -587396.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -587403.000000 Penalty: 4185.322754
	Iteration 43Q: 3 clusters Score -587403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -587411.000000 Penalty: 4185.322754
	Iteration 44Q: 3 clusters Score -587411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -587421.687500 Penalty: 4185.322754
	Iteration 45Q: 3 clusters Score -587421.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -587429.437500 Penalty: 4185.322754
	Iteration 46Q: 3 clusters Score -587429.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -587437.437500 Penalty: 4185.322754
	Iteration 47Q: 3 clusters Score -587437.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -587445.937500 Penalty: 4185.322754
	Iteration 48Q: 3 clusters Score -587445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -587453.625000 Penalty: 4185.322754
	Iteration 49Q: 3 clusters Score -587453.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -587464.812500 Penalty: 4185.322754
	Iteration 50Q: 3 clusters Score -587464.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -587482.375000 Penalty: 4185.322754
	Iteration 51Q: 3 clusters Score -587482.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -587495.875000 Penalty: 4185.322754
	Iteration 52Q: 3 clusters Score -587495.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -587505.625000 Penalty: 4185.322754
	Iteration 53Q: 3 clusters Score -587505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -587512.437500 Penalty: 4185.322754
	Iteration 54Q: 3 clusters Score -587512.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -587519.437500 Penalty: 4185.322754
	Iteration 55Q: 3 clusters Score -587519.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -587525.937500 Penalty: 4185.322754
	Iteration 56Q: 3 clusters Score -587525.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -587531.187500 Penalty: 4185.322754
	Iteration 57Q: 3 clusters Score -587531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -587534.125000 Penalty: 4185.322754
	Iteration 58Q: 3 clusters Score -587534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -587537.375000 Penalty: 4185.322754
	Iteration 59Q: 3 clusters Score -587537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -587541.687500 Penalty: 4185.322754
	Iteration 60F: 3 clusters Score -587541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -587545.437500 Penalty: 4185.322754
	Iteration 61Q: 3 clusters Score -587545.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -587548.250000 Penalty: 4185.322754
	Iteration 62Q: 3 clusters Score -587548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -587549.187500 Penalty: 4185.322754
	Iteration 63Q: 3 clusters Score -587549.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -587550.812500 Penalty: 4185.322754
	Iteration 64Q: 3 clusters Score -587550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -587553.000000 Penalty: 4185.322754
	Iteration 65Q: 3 clusters Score -587553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -587555.375000 Penalty: 4185.322754
	Iteration 66Q: 3 clusters Score -587555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -587557.625000 Penalty: 4185.322754
	Iteration 67Q: 3 clusters Score -587557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -587559.375000 Penalty: 4185.322754
	Iteration 68Q: 3 clusters Score -587559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -587561.187500 Penalty: 4185.322754
	Iteration 69Q: 3 clusters Score -587561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -587565.187500 Penalty: 4185.322754
	Iteration 70Q: 3 clusters Score -587565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -587569.375000 Penalty: 4185.322754
	Iteration 71Q: 3 clusters Score -587569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -587572.062500 Penalty: 4185.322754
	Iteration 72Q: 3 clusters Score -587572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -587573.812500 Penalty: 4185.322754
	Iteration 73Q: 3 clusters Score -587573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -587576.375000 Penalty: 4185.322754
	Iteration 74Q: 3 clusters Score -587576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -587578.875000 Penalty: 4185.322754
	Iteration 75Q: 3 clusters Score -587578.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -587584.875000 Penalty: 4185.322754
	Iteration 76Q: 3 clusters Score -587584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -587588.000000 Penalty: 4185.322754
	Iteration 77Q: 3 clusters Score -587588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -587591.312500 Penalty: 4185.322754
	Iteration 78Q: 3 clusters Score -587591.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -587597.062500 Penalty: 4185.322754
	Iteration 79Q: 3 clusters Score -587597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -587597.437500 Penalty: 4185.322754
	Iteration 80F: 3 clusters Score -587597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -587598.875000 Penalty: 4185.322754
	Iteration 81Q: 3 clusters Score -587598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -587600.750000 Penalty: 4185.322754
	Iteration 82Q: 3 clusters Score -587600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -587602.000000 Penalty: 4185.322754
	Iteration 83Q: 3 clusters Score -587602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -587602.000000 Penalty: 4185.322754
	Iteration 84F: 3 clusters Score -587602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Entering Unmasked Estep 
Score: -21052432.000000 Penalty: 2964.563721
	Iteration 0F: 2 clusters Score -2.105243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 77463 members 
Entering Unmasked Estep 
Score: -20950778.000000 Penalty: 5929.127441
	Iteration 0F: 3 clusters Score -2.095078e+07 nChanged 74284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -20993690.000000 Penalty: 5929.127441
	Iteration 1F: 3 clusters Score -2.099369e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -20994670.000000 Penalty: 5929.127441
	Iteration 2Q: 3 clusters Score -2.099467e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -20995908.000000 Penalty: 5929.127441
	Iteration 3Q: 3 clusters Score -2.099591e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -20997738.000000 Penalty: 5929.127441
	Iteration 4Q: 3 clusters Score -2.099774e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -21000846.000000 Penalty: 5929.127441
	Iteration 5Q: 3 clusters Score -2.100085e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -21006314.000000 Penalty: 5929.127441
	Iteration 6F: 3 clusters Score -2.100631e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -21015046.000000 Penalty: 5929.127441
	Iteration 7F: 3 clusters Score -2.101505e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -21025372.000000 Penalty: 5929.127441
	Iteration 8F: 3 clusters Score -2.102537e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -21034960.000000 Penalty: 5929.127441
	Iteration 9F: 3 clusters Score -2.103496e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -21041780.000000 Penalty: 5929.127441
	Iteration 10Q: 3 clusters Score -2.104178e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148754 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -21045562.000000 Penalty: 5929.127441
	Iteration 11Q: 3 clusters Score -2.104556e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21047718.000000 Penalty: 5929.127441
	Iteration 12Q: 3 clusters Score -2.104772e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21048834.000000 Penalty: 5929.127441
	Iteration 13Q: 3 clusters Score -2.104883e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21049324.000000 Penalty: 5929.127441
	Iteration 14Q: 3 clusters Score -2.104932e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21049562.000000 Penalty: 5929.127441
	Iteration 15Q: 3 clusters Score -2.104956e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21049696.000000 Penalty: 5929.127441
	Iteration 16Q: 3 clusters Score -2.10497e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21049784.000000 Penalty: 5929.127441
	Iteration 17Q: 3 clusters Score -2.104978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21049820.000000 Penalty: 5929.127441
	Iteration 18Q: 3 clusters Score -2.104982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21049838.000000 Penalty: 5929.127441
	Iteration 19Q: 3 clusters Score -2.104984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21049880.000000 Penalty: 5929.127441
	Iteration 20F: 3 clusters Score -2.104988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21049890.000000 Penalty: 5929.127441
	Iteration 21Q: 3 clusters Score -2.104989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21049894.000000 Penalty: 5929.127441
	Iteration 22Q: 3 clusters Score -2.104989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21049896.000000 Penalty: 5929.127441
	Iteration 23Q: 3 clusters Score -2.10499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21049900.000000 Penalty: 5929.127441
	Iteration 24Q: 3 clusters Score -2.10499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21049912.000000 Penalty: 5929.127441
	Iteration 25Q: 3 clusters Score -2.104991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21049922.000000 Penalty: 5929.127441
	Iteration 26Q: 3 clusters Score -2.104992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21049916.000000 Penalty: 5929.127441
	Iteration 27Q: 3 clusters Score -2.104992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21049936.000000 Penalty: 5929.127441
	Iteration 28Q: 3 clusters Score -2.104994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21049932.000000 Penalty: 5929.127441
	Iteration 29Q: 3 clusters Score -2.104993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21049932.000000 Penalty: 5929.127441
	Iteration 30F: 3 clusters Score -2.104993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Entering Unmasked Estep 
Score: -4723190.500000 Penalty: 2593.214600
	Iteration 0F: 2 clusters Score -4723190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4699426.500000 Penalty: 5186.429199
	Iteration 0F: 3 clusters Score -4699426 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4708143.500000 Penalty: 5186.429199
	Iteration 1F: 3 clusters Score -4708144 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4708694.500000 Penalty: 5186.429199
	Iteration 2Q: 3 clusters Score -4708694 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4709236.500000 Penalty: 5186.429199
	Iteration 3Q: 3 clusters Score -4709236 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4709796.500000 Penalty: 5186.429199
	Iteration 4Q: 3 clusters Score -4709796 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4710386.000000 Penalty: 5186.429199
	Iteration 5Q: 3 clusters Score -4710386 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4711062.000000 Penalty: 5186.429199
	Iteration 6Q: 3 clusters Score -4711062 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4711756.000000 Penalty: 5186.429199
	Iteration 7Q: 3 clusters Score -4711756 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4712510.000000 Penalty: 5186.429199
	Iteration 8Q: 3 clusters Score -4712510 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4713425.000000 Penalty: 5186.429199
	Iteration 9Q: 3 clusters Score -4713425 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4714337.500000 Penalty: 5186.429199
	Iteration 10Q: 3 clusters Score -4714338 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4715254.000000 Penalty: 5186.429199
	Iteration 11Q: 3 clusters Score -4715254 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4715990.000000 Penalty: 5186.429199
	Iteration 12Q: 3 clusters Score -4715990 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4716488.000000 Penalty: 5186.429199
	Iteration 13Q: 3 clusters Score -4716488 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4716841.000000 Penalty: 5186.429199
	Iteration 14Q: 3 clusters Score -4716841 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4717079.000000 Penalty: 5186.429199
	Iteration 15Q: 3 clusters Score -4717079 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4717268.500000 Penalty: 5186.429199
	Iteration 16Q: 3 clusters Score -4717268 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4717379.500000 Penalty: 5186.429199
	Iteration 17Q: 3 clusters Score -4717380 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4717462.500000 Penalty: 5186.429199
	Iteration 18Q: 3 clusters Score -4717462 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4717527.000000 Penalty: 5186.429199
	Iteration 19Q: 3 clusters Score -4717527 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4717608.500000 Penalty: 5186.429199
	Iteration 20F: 3 clusters Score -4717608 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4717656.500000 Penalty: 5186.429199
	Iteration 21Q: 3 clusters Score -4717656 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4717703.500000 Penalty: 5186.429199
	Iteration 22Q: 3 clusters Score -4717704 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4717778.000000 Penalty: 5186.429199
	Iteration 23Q: 3 clusters Score -4717778 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4717818.000000 Penalty: 5186.429199
	Iteration 24Q: 3 clusters Score -4717818 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4717871.500000 Penalty: 5186.429199
	Iteration 25Q: 3 clusters Score -4717872 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4717928.000000 Penalty: 5186.429199
	Iteration 26Q: 3 clusters Score -4717928 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4717988.500000 Penalty: 5186.429199
	Iteration 27Q: 3 clusters Score -4717988 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4718041.000000 Penalty: 5186.429199
	Iteration 28Q: 3 clusters Score -4718041 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4718107.500000 Penalty: 5186.429199
	Iteration 29Q: 3 clusters Score -4718108 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4718180.000000 Penalty: 5186.429199
	Iteration 30Q: 3 clusters Score -4718180 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4718267.000000 Penalty: 5186.429199
	Iteration 31Q: 3 clusters Score -4718267 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4718361.000000 Penalty: 5186.429199
	Iteration 32Q: 3 clusters Score -4718361 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4718457.500000 Penalty: 5186.429199
	Iteration 33Q: 3 clusters Score -4718458 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4718600.000000 Penalty: 5186.429199
	Iteration 34Q: 3 clusters Score -4718600 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4718762.500000 Penalty: 5186.429199
	Iteration 35Q: 3 clusters Score -4718762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4718898.000000 Penalty: 5186.429199
	Iteration 36Q: 3 clusters Score -4718898 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4719085.000000 Penalty: 5186.429199
	Iteration 37Q: 3 clusters Score -4719085 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4719237.000000 Penalty: 5186.429199
	Iteration 38Q: 3 clusters Score -4719237 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4719395.000000 Penalty: 5186.429199
	Iteration 39Q: 3 clusters Score -4719395 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4719525.000000 Penalty: 5186.429199
	Iteration 40F: 3 clusters Score -4719525 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4719688.000000 Penalty: 5186.429199
	Iteration 41Q: 3 clusters Score -4719688 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4719815.000000 Penalty: 5186.429199
	Iteration 42Q: 3 clusters Score -4719815 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4719978.500000 Penalty: 5186.429199
	Iteration 43Q: 3 clusters Score -4719978 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4720124.000000 Penalty: 5186.429199
	Iteration 44Q: 3 clusters Score -4720124 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4720242.000000 Penalty: 5186.429199
	Iteration 45Q: 3 clusters Score -4720242 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4720354.500000 Penalty: 5186.429199
	Iteration 46Q: 3 clusters Score -4720354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4720459.000000 Penalty: 5186.429199
	Iteration 47Q: 3 clusters Score -4720459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4720528.000000 Penalty: 5186.429199
	Iteration 48Q: 3 clusters Score -4720528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4720573.500000 Penalty: 5186.429199
	Iteration 49Q: 3 clusters Score -4720574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4720629.000000 Penalty: 5186.429199
	Iteration 50Q: 3 clusters Score -4720629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4720669.500000 Penalty: 5186.429199
	Iteration 51Q: 3 clusters Score -4720670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4720701.500000 Penalty: 5186.429199
	Iteration 52Q: 3 clusters Score -4720702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4720731.000000 Penalty: 5186.429199
	Iteration 53Q: 3 clusters Score -4720731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4720745.000000 Penalty: 5186.429199
	Iteration 54Q: 3 clusters Score -4720745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4720791.500000 Penalty: 5186.429199
	Iteration 55Q: 3 clusters Score -4720792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4720812.500000 Penalty: 5186.429199
	Iteration 56Q: 3 clusters Score -4720812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4720840.500000 Penalty: 5186.429199
	Iteration 57Q: 3 clusters Score -4720840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4720858.000000 Penalty: 5186.429199
	Iteration 58Q: 3 clusters Score -4720858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4720881.500000 Penalty: 5186.429199
	Iteration 59Q: 3 clusters Score -4720882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4720904.000000 Penalty: 5186.429199
	Iteration 60F: 3 clusters Score -4720904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4720924.500000 Penalty: 5186.429199
	Iteration 61Q: 3 clusters Score -4720924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4720939.000000 Penalty: 5186.429199
	Iteration 62Q: 3 clusters Score -4720939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4720945.000000 Penalty: 5186.429199
	Iteration 63Q: 3 clusters Score -4720945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4720956.500000 Penalty: 5186.429199
	Iteration 64Q: 3 clusters Score -4720956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4720965.500000 Penalty: 5186.429199
	Iteration 65Q: 3 clusters Score -4720966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4720978.000000 Penalty: 5186.429199
	Iteration 66Q: 3 clusters Score -4720978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4720982.000000 Penalty: 5186.429199
	Iteration 67Q: 3 clusters Score -4720982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4720983.000000 Penalty: 5186.429199
	Iteration 68Q: 3 clusters Score -4720983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4720984.500000 Penalty: 5186.429199
	Iteration 69Q: 3 clusters Score -4720984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4720994.000000 Penalty: 5186.429199
	Iteration 70Q: 3 clusters Score -4720994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4720992.000000 Penalty: 5186.429199
	Iteration 71Q: 3 clusters Score -4720992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4720996.500000 Penalty: 5186.429199
	Iteration 72Q: 3 clusters Score -4720996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4721000.000000 Penalty: 5186.429199
	Iteration 73Q: 3 clusters Score -4721000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4721004.500000 Penalty: 5186.429199
	Iteration 74Q: 3 clusters Score -4721004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4721002.500000 Penalty: 5186.429199
	Iteration 75Q: 3 clusters Score -4721002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4721001.500000 Penalty: 5186.429199
	Iteration 76Q: 3 clusters Score -4721002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4721010.000000 Penalty: 5186.429199
	Iteration 77Q: 3 clusters Score -4721010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4721012.500000 Penalty: 5186.429199
	Iteration 78Q: 3 clusters Score -4721012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4721017.000000 Penalty: 5186.429199
	Iteration 79Q: 3 clusters Score -4721017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4721014.000000 Penalty: 5186.429199
	Iteration 80F: 3 clusters Score -4721014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4721014.500000 Penalty: 5186.429199
	Iteration 81Q: 3 clusters Score -4721014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4721014.000000 Penalty: 5186.429199
	Iteration 82Q: 3 clusters Score -4721014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4721015.500000 Penalty: 5186.429199
	Iteration 83Q: 3 clusters Score -4721016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4721015.000000 Penalty: 5186.429199
	Iteration 84Q: 3 clusters Score -4721015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4721018.500000 Penalty: 5186.429199
	Iteration 85Q: 3 clusters Score -4721018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4721020.000000 Penalty: 5186.429199
	Iteration 86Q: 3 clusters Score -4721020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4721020.000000 Penalty: 5186.429199
	Iteration 87F: 3 clusters Score -4721020 nChanged 0
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -532463520.000000 Penalty: 83092.140625
24->23 Clusters: Score -532463520.000000, best is -532525216.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1370773 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 56993 members 
Mstep: Class 3 contains 57171 members 
Mstep: Class 4 contains 57317 members 
Mstep: Class 5 contains 57073 members 
Mstep: Class 6 contains 57592 members 
Mstep: Class 7 contains 57183 members 
Mstep: Class 8 contains 57183 members 
Mstep: Class 9 contains 56857 members 
Mstep: Class 10 contains 56861 members 
Mstep: Class 11 contains 57054 members 
Mstep: Class 12 contains 57296 members 
Mstep: Class 13 contains 57151 members 
Mstep: Class 14 contains 57234 members 
Mstep: Class 15 contains 57032 members 
Mstep: Class 16 contains 57350 members 
Mstep: Class 17 contains 57137 members 
Mstep: Class 18 contains 56826 members 
Mstep: Class 19 contains 57475 members 
Mstep: Class 20 contains 57165 members 
Mstep: Class 21 contains 57049 members 
Mstep: Class 22 contains 57086 members 
Mstep: Class 23 contains 56852 members 
Mstep: Class 24 contains 57235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 497.588928 but Gain 3504.460938
Score: -175053440.000000 Penalty: 80602.570312
Iteration 0F: 24 clusters Score -1.750534e+08 nChanged 1310279
Entering Unmasked Mstep 
Mstep: Class 0 contains 2324 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 31750 members 
Mstep: Class 3 contains 58392 members 
Mstep: Class 4 contains 96692 members 
Mstep: Class 5 contains 27326 members 
Mstep: Class 6 contains 29476 members 
Mstep: Class 8 contains 119629 members 
Mstep: Class 9 contains 19505 members 
Mstep: Class 10 contains 98493 members 
Mstep: Class 11 contains 35634 members 
Mstep: Class 12 contains 52449 members 
Mstep: Class 13 contains 56514 members 
Mstep: Class 14 contains 121136 members 
Mstep: Class 15 contains 59294 members 
Mstep: Class 16 contains 59697 members 
Mstep: Class 17 contains 39333 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 11003 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 99567 members 
Mstep: Class 22 contains 246649 members 
Mstep: Class 23 contains 14211 members 
Mstep: Class 24 contains 13480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178373248.000000 Penalty: 80602.570312
Iteration 1F: 24 clusters Score -1.783732e+08 nChanged 465519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1964 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 27530 members 
Mstep: Class 3 contains 49233 members 
Mstep: Class 4 contains 85625 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 22671 members 
Mstep: Class 8 contains 134873 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 125628 members 
Mstep: Class 11 contains 23405 members 
Mstep: Class 12 contains 37122 members 
Mstep: Class 13 contains 42163 members 
Mstep: Class 14 contains 123401 members 
Mstep: Class 15 contains 59267 members 
Mstep: Class 16 contains 66066 members 
Mstep: Class 17 contains 40443 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 34626 members 
Mstep: Class 21 contains 82490 members 
Mstep: Class 22 contains 340846 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2513.661377 but Gain 3504.460938
Score: -178764288.000000 Penalty: 77098.109375
Iteration 2F: 23 clusters Score -1.787643e+08 nChanged 355184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1212 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 24548 members 
Mstep: Class 3 contains 43217 members 
Mstep: Class 4 contains 92722 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 17210 members 
Mstep: Class 8 contains 176279 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 158529 members 
Mstep: Class 11 contains 16981 members 
Mstep: Class 12 contains 25696 members 
Mstep: Class 13 contains 35855 members 
Mstep: Class 14 contains 136230 members 
Mstep: Class 15 contains 59219 members 
Mstep: Class 16 contains 81320 members 
Mstep: Class 17 contains 40187 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 20 contains 28173 members 
Mstep: Class 21 contains 79957 members 
Mstep: Class 22 contains 304917 members 
Mstep: Class 23 contains 4077 members 
Mstep: Class 24 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2451.759766 but Gain 3504.460938
Score: -179181296.000000 Penalty: 73593.648438
Iteration 3F: 22 clusters Score -1.791813e+08 nChanged 273091
Entering Unmasked Mstep 
Mstep: Class 0 contains 562 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 21034 members 
Mstep: Class 3 contains 34323 members 
Mstep: Class 4 contains 111482 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 12194 members 
Mstep: Class 8 contains 229950 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 179919 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 13715 members 
Mstep: Class 13 contains 29781 members 
Mstep: Class 14 contains 148180 members 
Mstep: Class 15 contains 51686 members 
Mstep: Class 16 contains 90934 members 
Mstep: Class 17 contains 35350 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 20 contains 21842 members 
Mstep: Class 21 contains 84739 members 
Mstep: Class 22 contains 262477 members 
Mstep: Class 24 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3074.927734 but Gain 3504.460938
Score: -179480528.000000 Penalty: 70089.187500
Iteration 4F: 21 clusters Score -1.794805e+08 nChanged 239652
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 18746 members 
Mstep: Class 3 contains 25827 members 
Mstep: Class 4 contains 137178 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 8 contains 278165 members 
Mstep: Class 10 contains 181082 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 8103 members 
Mstep: Class 13 contains 23045 members 
Mstep: Class 14 contains 157811 members 
Mstep: Class 15 contains 41707 members 
Mstep: Class 16 contains 93118 members 
Mstep: Class 17 contains 30197 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 20 contains 17075 members 
Mstep: Class 21 contains 93265 members 
Mstep: Class 22 contains 227514 members 
Mstep: Class 24 contains 6389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179630064.000000 Penalty: 70089.187500
Iteration 5F: 21 clusters Score -1.796301e+08 nChanged 213467
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 18817 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 171914 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 8 contains 295702 members 
Mstep: Class 10 contains 169342 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 16949 members 
Mstep: Class 14 contains 170827 members 
Mstep: Class 15 contains 33783 members 
Mstep: Class 16 contains 91758 members 
Mstep: Class 17 contains 26844 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 20 contains 13480 members 
Mstep: Class 21 contains 105934 members 
Mstep: Class 22 contains 200941 members 
Mstep: Class 24 contains 6601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2443.028809 but Gain 3504.453125
Score: -179751920.000000 Penalty: 66584.734375
Iteration 6F: 20 clusters Score -1.797519e+08 nChanged 179774
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 20889 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 212388 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 8 contains 279770 members 
Mstep: Class 10 contains 155194 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 12350 members 
Mstep: Class 14 contains 187800 members 
Mstep: Class 15 contains 27761 members 
Mstep: Class 16 contains 88738 members 
Mstep: Class 17 contains 24529 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 120918 members 
Mstep: Class 22 contains 188283 members 
Mstep: Class 24 contains 6911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2969.665771 but Gain 3504.464844
Score: -179889280.000000 Penalty: 63080.269531
Iteration 7F: 19 clusters Score -1.798893e+08 nChanged 155818
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 2 contains 23228 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 254423 members 
Mstep: Class 6 contains 6192 members 
Mstep: Class 8 contains 257154 members 
Mstep: Class 10 contains 137164 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 9110 members 
Mstep: Class 14 contains 204951 members 
Mstep: Class 15 contains 23289 members 
Mstep: Class 16 contains 84880 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 136549 members 
Mstep: Class 22 contains 176046 members 
Mstep: Class 24 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179995168.000000 Penalty: 63080.269531
Iteration 8F: 19 clusters Score -1.799952e+08 nChanged 140743
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 2 contains 24647 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 295693 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 8 contains 232220 members 
Mstep: Class 10 contains 118319 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 7270 members 
Mstep: Class 14 contains 219984 members 
Mstep: Class 15 contains 20211 members 
Mstep: Class 16 contains 81630 members 
Mstep: Class 17 contains 21035 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 151579 members 
Mstep: Class 22 contains 161137 members 
Mstep: Class 24 contains 7230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180029408.000000 Penalty: 63080.269531
Iteration 9F: 19 clusters Score -1.800294e+08 nChanged 128121
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 2 contains 25785 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 323934 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 8 contains 212454 members 
Mstep: Class 10 contains 102671 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 231086 members 
Mstep: Class 15 contains 18181 members 
Mstep: Class 16 contains 81913 members 
Mstep: Class 17 contains 19285 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 166225 members 
Mstep: Class 22 contains 147931 members 
Mstep: Class 24 contains 7242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3462.812012 but Gain 3504.457031
Score: -179996400.000000 Penalty: 59575.812500
Iteration 10F: 18 clusters Score -1.799964e+08 nChanged 105676
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 4 contains 320533 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 8 contains 203697 members 
Mstep: Class 10 contains 91790 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 6163 members 
Mstep: Class 14 contains 242659 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 85799 members 
Mstep: Class 17 contains 17903 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 182594 members 
Mstep: Class 22 contains 143709 members 
Mstep: Class 24 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180009504.000000 Penalty: 59575.812500
Iteration 11F: 18 clusters Score -1.800095e+08 nChanged 76404
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 2 contains 29363 members 
Mstep: Class 4 contains 311961 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 8 contains 198450 members 
Mstep: Class 10 contains 83547 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 247336 members 
Mstep: Class 15 contains 16738 members 
Mstep: Class 16 contains 88654 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 196892 members 
Mstep: Class 22 contains 142449 members 
Mstep: Class 24 contains 7524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180030096.000000 Penalty: 59575.812500
Iteration 12F: 18 clusters Score -1.800301e+08 nChanged 60921
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 2 contains 31049 members 
Mstep: Class 4 contains 306188 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 8 contains 195728 members 
Mstep: Class 10 contains 77829 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 246114 members 
Mstep: Class 15 contains 16835 members 
Mstep: Class 16 contains 90354 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 20 contains 5795 members 
Mstep: Class 21 contains 207419 members 
Mstep: Class 22 contains 142775 members 
Mstep: Class 24 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180046688.000000 Penalty: 59575.812500
Iteration 13Q: 18 clusters Score -1.800467e+08 nChanged 51226
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 32662 members 
Mstep: Class 4 contains 302146 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 8 contains 194935 members 
Mstep: Class 10 contains 74290 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 6937 members 
Mstep: Class 14 contains 241300 members 
Mstep: Class 15 contains 17363 members 
Mstep: Class 16 contains 91619 members 
Mstep: Class 17 contains 14354 members 
Mstep: Class 18 contains 2886 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 213630 members 
Mstep: Class 22 contains 144865 members 
Mstep: Class 24 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180061104.000000 Penalty: 59575.812500
Iteration 14Q: 18 clusters Score -1.800611e+08 nChanged 44065
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 34276 members 
Mstep: Class 4 contains 299088 members 
Mstep: Class 6 contains 14297 members 
Mstep: Class 8 contains 195168 members 
Mstep: Class 10 contains 72638 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 234998 members 
Mstep: Class 15 contains 18292 members 
Mstep: Class 16 contains 92521 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 2886 members 
Mstep: Class 20 contains 6009 members 
Mstep: Class 21 contains 215407 members 
Mstep: Class 22 contains 148390 members 
Mstep: Class 24 contains 7973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180075648.000000 Penalty: 59575.812500
Iteration 15Q: 18 clusters Score -1.800756e+08 nChanged 38751
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 35806 members 
Mstep: Class 4 contains 296302 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 8 contains 195915 members 
Mstep: Class 10 contains 72303 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 228896 members 
Mstep: Class 15 contains 19484 members 
Mstep: Class 16 contains 93209 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 213467 members 
Mstep: Class 22 contains 153005 members 
Mstep: Class 24 contains 8052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180087904.000000 Penalty: 59575.812500
Iteration 16Q: 18 clusters Score -1.800879e+08 nChanged 34796
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 37193 members 
Mstep: Class 4 contains 293573 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 8 contains 196445 members 
Mstep: Class 10 contains 73072 members 
Mstep: Class 11 contains 5198 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 14 contains 223550 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 93669 members 
Mstep: Class 17 contains 11400 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 209194 members 
Mstep: Class 22 contains 158186 members 
Mstep: Class 24 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180100576.000000 Penalty: 59575.812500
Iteration 17Q: 18 clusters Score -1.801006e+08 nChanged 32574
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 38434 members 
Mstep: Class 4 contains 291192 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 8 contains 196763 members 
Mstep: Class 10 contains 74838 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 9119 members 
Mstep: Class 14 contains 218637 members 
Mstep: Class 15 contains 22451 members 
Mstep: Class 16 contains 93875 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 203473 members 
Mstep: Class 22 contains 163313 members 
Mstep: Class 24 contains 8126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180113216.000000 Penalty: 59575.812500
Iteration 18Q: 18 clusters Score -1.801132e+08 nChanged 31067
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 39500 members 
Mstep: Class 4 contains 288719 members 
Mstep: Class 6 contains 24778 members 
Mstep: Class 8 contains 196939 members 
Mstep: Class 10 contains 77269 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 214316 members 
Mstep: Class 15 contains 24138 members 
Mstep: Class 16 contains 93872 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 2884 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 197267 members 
Mstep: Class 22 contains 168090 members 
Mstep: Class 24 contains 8143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180126784.000000 Penalty: 59575.812500
Iteration 19Q: 18 clusters Score -1.801268e+08 nChanged 29408
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 2 contains 40457 members 
Mstep: Class 4 contains 286418 members 
Mstep: Class 6 contains 27447 members 
Mstep: Class 8 contains 196933 members 
Mstep: Class 10 contains 80241 members 
Mstep: Class 11 contains 5502 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 10094 members 
Mstep: Class 14 contains 210590 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 93559 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 20 contains 7552 members 
Mstep: Class 21 contains 191072 members 
Mstep: Class 22 contains 172187 members 
Mstep: Class 24 contains 8154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180143312.000000 Penalty: 59575.812500
Iteration 20F: 18 clusters Score -1.801433e+08 nChanged 27925
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 2 contains 41236 members 
Mstep: Class 4 contains 284333 members 
Mstep: Class 6 contains 30158 members 
Mstep: Class 8 contains 196587 members 
Mstep: Class 10 contains 83591 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 10505 members 
Mstep: Class 14 contains 207153 members 
Mstep: Class 15 contains 27604 members 
Mstep: Class 16 contains 93037 members 
Mstep: Class 17 contains 8021 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 20 contains 7989 members 
Mstep: Class 21 contains 185781 members 
Mstep: Class 22 contains 175079 members 
Mstep: Class 24 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180158832.000000 Penalty: 59575.812500
Iteration 21Q: 18 clusters Score -1.801588e+08 nChanged 27276
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 4 contains 282230 members 
Mstep: Class 6 contains 32820 members 
Mstep: Class 8 contains 196111 members 
Mstep: Class 10 contains 87429 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 10856 members 
Mstep: Class 14 contains 204119 members 
Mstep: Class 15 contains 29381 members 
Mstep: Class 16 contains 92430 members 
Mstep: Class 17 contains 7349 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 181028 members 
Mstep: Class 22 contains 176920 members 
Mstep: Class 24 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180170432.000000 Penalty: 59575.812500
Iteration 22Q: 18 clusters Score -1.801704e+08 nChanged 26068
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 42773 members 
Mstep: Class 4 contains 280254 members 
Mstep: Class 6 contains 35432 members 
Mstep: Class 8 contains 195572 members 
Mstep: Class 10 contains 91456 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 11194 members 
Mstep: Class 14 contains 201727 members 
Mstep: Class 15 contains 30996 members 
Mstep: Class 16 contains 91688 members 
Mstep: Class 17 contains 6751 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 176811 members 
Mstep: Class 22 contains 177621 members 
Mstep: Class 24 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180180720.000000 Penalty: 59575.812500
Iteration 23Q: 18 clusters Score -1.801807e+08 nChanged 25106
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 43311 members 
Mstep: Class 4 contains 278044 members 
Mstep: Class 6 contains 38044 members 
Mstep: Class 8 contains 195358 members 
Mstep: Class 10 contains 95477 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 11501 members 
Mstep: Class 14 contains 199958 members 
Mstep: Class 15 contains 32496 members 
Mstep: Class 16 contains 90842 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 20 contains 9545 members 
Mstep: Class 21 contains 173175 members 
Mstep: Class 22 contains 177339 members 
Mstep: Class 24 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180189904.000000 Penalty: 59575.812500
Iteration 24Q: 18 clusters Score -1.801899e+08 nChanged 23827
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 43769 members 
Mstep: Class 4 contains 276112 members 
Mstep: Class 6 contains 40575 members 
Mstep: Class 8 contains 195279 members 
Mstep: Class 10 contains 99559 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 11776 members 
Mstep: Class 14 contains 198618 members 
Mstep: Class 15 contains 33810 members 
Mstep: Class 16 contains 89900 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 169826 members 
Mstep: Class 22 contains 176259 members 
Mstep: Class 24 contains 7991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180199232.000000 Penalty: 59575.812500
Iteration 25Q: 18 clusters Score -1.801992e+08 nChanged 23068
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 44151 members 
Mstep: Class 4 contains 274291 members 
Mstep: Class 6 contains 43073 members 
Mstep: Class 8 contains 195285 members 
Mstep: Class 10 contains 103609 members 
Mstep: Class 11 contains 5665 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 197679 members 
Mstep: Class 15 contains 34894 members 
Mstep: Class 16 contains 88989 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 166792 members 
Mstep: Class 22 contains 174580 members 
Mstep: Class 24 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180206320.000000 Penalty: 59575.812500
Iteration 26Q: 18 clusters Score -1.802063e+08 nChanged 22323
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 44501 members 
Mstep: Class 4 contains 272589 members 
Mstep: Class 6 contains 45600 members 
Mstep: Class 8 contains 195426 members 
Mstep: Class 10 contains 107643 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 197055 members 
Mstep: Class 15 contains 35805 members 
Mstep: Class 16 contains 88034 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 11125 members 
Mstep: Class 21 contains 163863 members 
Mstep: Class 22 contains 172483 members 
Mstep: Class 24 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180213392.000000 Penalty: 59575.812500
Iteration 27Q: 18 clusters Score -1.802134e+08 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 44834 members 
Mstep: Class 4 contains 271015 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 8 contains 195738 members 
Mstep: Class 10 contains 111507 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 12347 members 
Mstep: Class 14 contains 196632 members 
Mstep: Class 15 contains 36604 members 
Mstep: Class 16 contains 87092 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 11634 members 
Mstep: Class 21 contains 160968 members 
Mstep: Class 22 contains 170124 members 
Mstep: Class 24 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180219728.000000 Penalty: 59575.812500
Iteration 28Q: 18 clusters Score -1.802197e+08 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45108 members 
Mstep: Class 4 contains 269646 members 
Mstep: Class 6 contains 50620 members 
Mstep: Class 8 contains 196107 members 
Mstep: Class 10 contains 115358 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 12484 members 
Mstep: Class 14 contains 196205 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 86216 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 158173 members 
Mstep: Class 22 contains 167653 members 
Mstep: Class 24 contains 7583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180226704.000000 Penalty: 59575.812500
Iteration 29Q: 18 clusters Score -1.802267e+08 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45368 members 
Mstep: Class 4 contains 268322 members 
Mstep: Class 6 contains 52993 members 
Mstep: Class 8 contains 196393 members 
Mstep: Class 10 contains 118981 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 2723 members 
Mstep: Class 13 contains 12579 members 
Mstep: Class 14 contains 195766 members 
Mstep: Class 15 contains 37814 members 
Mstep: Class 16 contains 85334 members 
Mstep: Class 17 contains 4630 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 155619 members 
Mstep: Class 22 contains 165493 members 
Mstep: Class 24 contains 7469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180232000.000000 Penalty: 59575.812500
Iteration 30Q: 18 clusters Score -1.80232e+08 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45552 members 
Mstep: Class 4 contains 266845 members 
Mstep: Class 6 contains 55252 members 
Mstep: Class 8 contains 196655 members 
Mstep: Class 10 contains 122710 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 12642 members 
Mstep: Class 14 contains 195467 members 
Mstep: Class 15 contains 38258 members 
Mstep: Class 16 contains 84445 members 
Mstep: Class 17 contains 4458 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 13111 members 
Mstep: Class 21 contains 153239 members 
Mstep: Class 22 contains 163416 members 
Mstep: Class 24 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180236512.000000 Penalty: 59575.812500
Iteration 31Q: 18 clusters Score -1.802365e+08 nChanged 18936
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45740 members 
Mstep: Class 4 contains 264882 members 
Mstep: Class 6 contains 57473 members 
Mstep: Class 8 contains 196959 members 
Mstep: Class 10 contains 126481 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 12696 members 
Mstep: Class 14 contains 195188 members 
Mstep: Class 15 contains 38665 members 
Mstep: Class 16 contains 83619 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 13554 members 
Mstep: Class 21 contains 151167 members 
Mstep: Class 22 contains 161386 members 
Mstep: Class 24 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180240800.000000 Penalty: 59575.812500
Iteration 32Q: 18 clusters Score -1.802408e+08 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 45916 members 
Mstep: Class 4 contains 262912 members 
Mstep: Class 6 contains 59692 members 
Mstep: Class 8 contains 197080 members 
Mstep: Class 10 contains 130352 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 12709 members 
Mstep: Class 14 contains 194935 members 
Mstep: Class 15 contains 39013 members 
Mstep: Class 16 contains 82645 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 149332 members 
Mstep: Class 22 contains 159456 members 
Mstep: Class 24 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180245824.000000 Penalty: 59575.812500
Iteration 33Q: 18 clusters Score -1.802458e+08 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46030 members 
Mstep: Class 4 contains 261008 members 
Mstep: Class 6 contains 61718 members 
Mstep: Class 8 contains 197178 members 
Mstep: Class 10 contains 134310 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 12718 members 
Mstep: Class 14 contains 194671 members 
Mstep: Class 15 contains 39365 members 
Mstep: Class 16 contains 81688 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 147675 members 
Mstep: Class 22 contains 157534 members 
Mstep: Class 24 contains 7104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180251376.000000 Penalty: 59575.812500
Iteration 34Q: 18 clusters Score -1.802514e+08 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46148 members 
Mstep: Class 4 contains 259174 members 
Mstep: Class 6 contains 63658 members 
Mstep: Class 8 contains 197214 members 
Mstep: Class 10 contains 138029 members 
Mstep: Class 11 contains 5551 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 12702 members 
Mstep: Class 14 contains 194356 members 
Mstep: Class 15 contains 39716 members 
Mstep: Class 16 contains 80741 members 
Mstep: Class 17 contains 4078 members 
Mstep: Class 18 contains 2872 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 146104 members 
Mstep: Class 22 contains 155940 members 
Mstep: Class 24 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180253648.000000 Penalty: 59575.812500
Iteration 35Q: 18 clusters Score -1.802536e+08 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46254 members 
Mstep: Class 4 contains 257586 members 
Mstep: Class 6 contains 65444 members 
Mstep: Class 8 contains 197262 members 
Mstep: Class 10 contains 141990 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 12688 members 
Mstep: Class 14 contains 193911 members 
Mstep: Class 15 contains 40049 members 
Mstep: Class 16 contains 79775 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 2876 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 144378 members 
Mstep: Class 22 contains 154430 members 
Mstep: Class 24 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180256816.000000 Penalty: 59575.812500
Iteration 36Q: 18 clusters Score -1.802568e+08 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46344 members 
Mstep: Class 4 contains 256135 members 
Mstep: Class 6 contains 67051 members 
Mstep: Class 8 contains 197288 members 
Mstep: Class 10 contains 146209 members 
Mstep: Class 11 contains 5538 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 12661 members 
Mstep: Class 14 contains 193477 members 
Mstep: Class 15 contains 40350 members 
Mstep: Class 16 contains 78862 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 142368 members 
Mstep: Class 22 contains 153020 members 
Mstep: Class 24 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180260848.000000 Penalty: 59575.812500
Iteration 37Q: 18 clusters Score -1.802608e+08 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46419 members 
Mstep: Class 4 contains 254765 members 
Mstep: Class 6 contains 68588 members 
Mstep: Class 8 contains 197310 members 
Mstep: Class 10 contains 150335 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 12647 members 
Mstep: Class 14 contains 193018 members 
Mstep: Class 15 contains 40622 members 
Mstep: Class 16 contains 78087 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 20 contains 15365 members 
Mstep: Class 21 contains 140295 members 
Mstep: Class 22 contains 151660 members 
Mstep: Class 24 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180264448.000000 Penalty: 59575.812500
Iteration 38Q: 18 clusters Score -1.802644e+08 nChanged 17388
Entering ConstructFrom: 
Score: -180264448.000000 Penalty: 59575.812500
Entering ConstructFrom: 
Trying to split cluster 2 (46476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Entering Unmasked Estep 
Score: -6296414.500000 Penalty: 2665.179443
	Iteration 0F: 2 clusters Score -6296414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6265015.000000 Penalty: 5330.358887
	Iteration 0F: 3 clusters Score -6265015 nChanged 21441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -6276963.000000 Penalty: 5330.358887
	Iteration 1F: 3 clusters Score -6276963 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -6277650.000000 Penalty: 5330.358887
	Iteration 2Q: 3 clusters Score -6277650 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6278599.000000 Penalty: 5330.358887
	Iteration 3Q: 3 clusters Score -6278599 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -6279738.000000 Penalty: 5330.358887
	Iteration 4F: 3 clusters Score -6279738 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -6281367.000000 Penalty: 5330.358887
	Iteration 5F: 3 clusters Score -6281367 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -6283581.000000 Penalty: 5330.358887
	Iteration 6F: 3 clusters Score -6283581 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6286306.500000 Penalty: 5330.358887
	Iteration 7F: 3 clusters Score -6286306 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -6288928.500000 Penalty: 5330.358887
	Iteration 8F: 3 clusters Score -6288928 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6290764.500000 Penalty: 5330.358887
	Iteration 9F: 3 clusters Score -6290764 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6291606.000000 Penalty: 5330.358887
	Iteration 10Q: 3 clusters Score -6291606 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -6291976.500000 Penalty: 5330.358887
	Iteration 11Q: 3 clusters Score -6291976 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -6292157.000000 Penalty: 5330.358887
	Iteration 12Q: 3 clusters Score -6292157 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6292364.000000 Penalty: 5330.358887
	Iteration 13Q: 3 clusters Score -6292364 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -6292538.000000 Penalty: 5330.358887
	Iteration 14Q: 3 clusters Score -6292538 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6292690.500000 Penalty: 5330.358887
	Iteration 15Q: 3 clusters Score -6292690 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -6292824.000000 Penalty: 5330.358887
	Iteration 16Q: 3 clusters Score -6292824 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -6292979.500000 Penalty: 5330.358887
	Iteration 17Q: 3 clusters Score -6292980 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -6293092.000000 Penalty: 5330.358887
	Iteration 18Q: 3 clusters Score -6293092 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6293230.500000 Penalty: 5330.358887
	Iteration 19Q: 3 clusters Score -6293230 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6293358.000000 Penalty: 5330.358887
	Iteration 20F: 3 clusters Score -6293358 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6293501.500000 Penalty: 5330.358887
	Iteration 21Q: 3 clusters Score -6293502 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -6293615.500000 Penalty: 5330.358887
	Iteration 22Q: 3 clusters Score -6293616 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -6293685.000000 Penalty: 5330.358887
	Iteration 23Q: 3 clusters Score -6293685 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -6293756.000000 Penalty: 5330.358887
	Iteration 24Q: 3 clusters Score -6293756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6293814.500000 Penalty: 5330.358887
	Iteration 25Q: 3 clusters Score -6293814 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -6293880.000000 Penalty: 5330.358887
	Iteration 26Q: 3 clusters Score -6293880 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -6293933.500000 Penalty: 5330.358887
	Iteration 27Q: 3 clusters Score -6293934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -6293987.000000 Penalty: 5330.358887
	Iteration 28Q: 3 clusters Score -6293987 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -6294025.000000 Penalty: 5330.358887
	Iteration 29Q: 3 clusters Score -6294025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -6294049.500000 Penalty: 5330.358887
	Iteration 30Q: 3 clusters Score -6294050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -6294117.000000 Penalty: 5330.358887
	Iteration 31Q: 3 clusters Score -6294117 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6294143.000000 Penalty: 5330.358887
	Iteration 32Q: 3 clusters Score -6294143 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6294176.000000 Penalty: 5330.358887
	Iteration 33Q: 3 clusters Score -6294176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6294199.500000 Penalty: 5330.358887
	Iteration 34Q: 3 clusters Score -6294200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6294216.000000 Penalty: 5330.358887
	Iteration 35Q: 3 clusters Score -6294216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6294251.000000 Penalty: 5330.358887
	Iteration 36Q: 3 clusters Score -6294251 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6294256.500000 Penalty: 5330.358887
	Iteration 37Q: 3 clusters Score -6294256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6294256.500000 Penalty: 5330.358887
	Iteration 38Q: 3 clusters Score -6294256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6294303.500000 Penalty: 5330.358887
	Iteration 39Q: 3 clusters Score -6294304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6294335.500000 Penalty: 5330.358887
	Iteration 40F: 3 clusters Score -6294336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6294358.000000 Penalty: 5330.358887
	Iteration 41Q: 3 clusters Score -6294358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6294385.500000 Penalty: 5330.358887
	Iteration 42Q: 3 clusters Score -6294386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6294404.500000 Penalty: 5330.358887
	Iteration 43Q: 3 clusters Score -6294404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6294427.000000 Penalty: 5330.358887
	Iteration 44Q: 3 clusters Score -6294427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6294447.000000 Penalty: 5330.358887
	Iteration 45Q: 3 clusters Score -6294447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6294453.500000 Penalty: 5330.358887
	Iteration 46Q: 3 clusters Score -6294454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6294457.500000 Penalty: 5330.358887
	Iteration 47Q: 3 clusters Score -6294458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6294488.500000 Penalty: 5330.358887
	Iteration 48Q: 3 clusters Score -6294488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6294505.000000 Penalty: 5330.358887
	Iteration 49Q: 3 clusters Score -6294505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6294533.500000 Penalty: 5330.358887
	Iteration 50Q: 3 clusters Score -6294534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6294547.500000 Penalty: 5330.358887
	Iteration 51Q: 3 clusters Score -6294548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6294554.000000 Penalty: 5330.358887
	Iteration 52Q: 3 clusters Score -6294554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6294596.000000 Penalty: 5330.358887
	Iteration 53Q: 3 clusters Score -6294596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6294625.500000 Penalty: 5330.358887
	Iteration 54Q: 3 clusters Score -6294626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6294649.500000 Penalty: 5330.358887
	Iteration 55Q: 3 clusters Score -6294650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6294659.000000 Penalty: 5330.358887
	Iteration 56Q: 3 clusters Score -6294659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6294668.500000 Penalty: 5330.358887
	Iteration 57Q: 3 clusters Score -6294668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6294673.500000 Penalty: 5330.358887
	Iteration 58Q: 3 clusters Score -6294674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6294678.000000 Penalty: 5330.358887
	Iteration 59Q: 3 clusters Score -6294678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6294699.500000 Penalty: 5330.358887
	Iteration 60F: 3 clusters Score -6294700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6294711.500000 Penalty: 5330.358887
	Iteration 61Q: 3 clusters Score -6294712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6294726.500000 Penalty: 5330.358887
	Iteration 62Q: 3 clusters Score -6294726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6294735.500000 Penalty: 5330.358887
	Iteration 63Q: 3 clusters Score -6294736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6294751.500000 Penalty: 5330.358887
	Iteration 64Q: 3 clusters Score -6294752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6294764.500000 Penalty: 5330.358887
	Iteration 65Q: 3 clusters Score -6294764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6294781.500000 Penalty: 5330.358887
	Iteration 66Q: 3 clusters Score -6294782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6294785.000000 Penalty: 5330.358887
	Iteration 67Q: 3 clusters Score -6294785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6294797.000000 Penalty: 5330.358887
	Iteration 68Q: 3 clusters Score -6294797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6294802.000000 Penalty: 5330.358887
	Iteration 69Q: 3 clusters Score -6294802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6294811.500000 Penalty: 5330.358887
	Iteration 70Q: 3 clusters Score -6294812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6294820.500000 Penalty: 5330.358887
	Iteration 71Q: 3 clusters Score -6294820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6294823.000000 Penalty: 5330.358887
	Iteration 72Q: 3 clusters Score -6294823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6294825.500000 Penalty: 5330.358887
	Iteration 73Q: 3 clusters Score -6294826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6294825.000000 Penalty: 5330.358887
	Iteration 74Q: 3 clusters Score -6294825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6294826.500000 Penalty: 5330.358887
	Iteration 75Q: 3 clusters Score -6294826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6294822.500000 Penalty: 5330.358887
	Iteration 76Q: 3 clusters Score -6294822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6294829.000000 Penalty: 5330.358887
	Iteration 77Q: 3 clusters Score -6294829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6294825.000000 Penalty: 5330.358887
	Iteration 78Q: 3 clusters Score -6294825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6294831.500000 Penalty: 5330.358887
	Iteration 79Q: 3 clusters Score -6294832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6294835.000000 Penalty: 5330.358887
	Iteration 80F: 3 clusters Score -6294835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6294835.500000 Penalty: 5330.358887
	Iteration 81Q: 3 clusters Score -6294836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6294839.000000 Penalty: 5330.358887
	Iteration 82Q: 3 clusters Score -6294839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6294844.000000 Penalty: 5330.358887
	Iteration 83Q: 3 clusters Score -6294844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6294840.500000 Penalty: 5330.358887
	Iteration 84Q: 3 clusters Score -6294840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6294842.000000 Penalty: 5330.358887
	Iteration 85Q: 3 clusters Score -6294842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6294838.000000 Penalty: 5330.358887
	Iteration 86Q: 3 clusters Score -6294838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6294838.000000 Penalty: 5330.358887
	Iteration 87F: 3 clusters Score -6294838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253471 members 
Entering Unmasked Estep 
Score: -33929656.000000 Penalty: 3085.865234
	Iteration 0F: 2 clusters Score -3.392966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -33778924.000000 Penalty: 6171.730469
	Iteration 0F: 3 clusters Score -3.377892e+07 nChanged 122466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116334 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -33852472.000000 Penalty: 6171.730469
	Iteration 1F: 3 clusters Score -3.385247e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 143257 members 
Entering Unmasked Estep 
Score: -33854812.000000 Penalty: 6171.730469
	Iteration 2Q: 3 clusters Score -3.385481e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 152679 members 
Entering Unmasked Estep 
Score: -33859168.000000 Penalty: 6171.730469
	Iteration 3Q: 3 clusters Score -3.385917e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 166425 members 
Entering Unmasked Estep 
Score: -33867184.000000 Penalty: 6171.730469
	Iteration 4F: 3 clusters Score -3.386718e+07 nChanged 18761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 185038 members 
Entering Unmasked Estep 
Score: -33880224.000000 Penalty: 6171.730469
	Iteration 5F: 3 clusters Score -3.388022e+07 nChanged 21398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 206388 members 
Entering Unmasked Estep 
Score: -33896200.000000 Penalty: 6171.730469
	Iteration 6F: 3 clusters Score -3.38962e+07 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -33910680.000000 Penalty: 6171.730469
	Iteration 7F: 3 clusters Score -3.391068e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 237578 members 
Entering Unmasked Estep 
Score: -33919596.000000 Penalty: 6171.730469
	Iteration 8Q: 3 clusters Score -3.39196e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 244623 members 
Entering Unmasked Estep 
Score: -33923316.000000 Penalty: 6171.730469
	Iteration 9Q: 3 clusters Score -3.392332e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 248227 members 
Entering Unmasked Estep 
Score: -33925036.000000 Penalty: 6171.730469
	Iteration 10Q: 3 clusters Score -3.392504e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 250147 members 
Entering Unmasked Estep 
Score: -33926108.000000 Penalty: 6171.730469
	Iteration 11Q: 3 clusters Score -3.392611e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 251197 members 
Entering Unmasked Estep 
Score: -33926652.000000 Penalty: 6171.730469
	Iteration 12Q: 3 clusters Score -3.392665e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 251757 members 
Entering Unmasked Estep 
Score: -33926980.000000 Penalty: 6171.730469
	Iteration 13Q: 3 clusters Score -3.392698e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 252077 members 
Entering Unmasked Estep 
Score: -33927132.000000 Penalty: 6171.730469
	Iteration 14Q: 3 clusters Score -3.392713e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 252260 members 
Entering Unmasked Estep 
Score: -33927204.000000 Penalty: 6171.730469
	Iteration 15Q: 3 clusters Score -3.39272e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 252370 members 
Entering Unmasked Estep 
Score: -33927232.000000 Penalty: 6171.730469
	Iteration 16Q: 3 clusters Score -3.392723e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 252465 members 
Entering Unmasked Estep 
Score: -33927260.000000 Penalty: 6171.730469
	Iteration 17Q: 3 clusters Score -3.392726e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 252535 members 
Entering Unmasked Estep 
Score: -33927320.000000 Penalty: 6171.730469
	Iteration 18Q: 3 clusters Score -3.392732e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 252591 members 
Entering Unmasked Estep 
Score: -33927404.000000 Penalty: 6171.730469
	Iteration 19Q: 3 clusters Score -3.39274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 252623 members 
Entering Unmasked Estep 
Score: -33927392.000000 Penalty: 6171.730469
	Iteration 20F: 3 clusters Score -3.392739e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 252645 members 
Entering Unmasked Estep 
Score: -33927432.000000 Penalty: 6171.730469
	Iteration 21Q: 3 clusters Score -3.392743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 252658 members 
Entering Unmasked Estep 
Score: -33927452.000000 Penalty: 6171.730469
	Iteration 22Q: 3 clusters Score -3.392745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 252673 members 
Entering Unmasked Estep 
Score: -33927448.000000 Penalty: 6171.730469
	Iteration 23Q: 3 clusters Score -3.392745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 252685 members 
Entering Unmasked Estep 
Score: -33927452.000000 Penalty: 6171.730469
	Iteration 24Q: 3 clusters Score -3.392745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 252693 members 
Entering Unmasked Estep 
Score: -33927440.000000 Penalty: 6171.730469
	Iteration 25Q: 3 clusters Score -3.392744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 252698 members 
Entering Unmasked Estep 
Score: -33927436.000000 Penalty: 6171.730469
	Iteration 26Q: 3 clusters Score -3.392744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 252703 members 
Entering Unmasked Estep 
Score: -33927428.000000 Penalty: 6171.730469
	Iteration 27Q: 3 clusters Score -3.392743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 252713 members 
Entering Unmasked Estep 
Score: -33927432.000000 Penalty: 6171.730469
	Iteration 28Q: 3 clusters Score -3.392743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 252720 members 
Entering Unmasked Estep 
Score: -33927424.000000 Penalty: 6171.730469
	Iteration 29Q: 3 clusters Score -3.392742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 252725 members 
Entering Unmasked Estep 
Score: -33927432.000000 Penalty: 6171.730469
	Iteration 30Q: 3 clusters Score -3.392743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 252731 members 
Entering Unmasked Estep 
Score: -33927424.000000 Penalty: 6171.730469
	Iteration 31Q: 3 clusters Score -3.392742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 252733 members 
Entering Unmasked Estep 
Score: -33927432.000000 Penalty: 6171.730469
	Iteration 32Q: 3 clusters Score -3.392743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 252737 members 
Entering Unmasked Estep 
Score: -33927440.000000 Penalty: 6171.730469
	Iteration 33Q: 3 clusters Score -3.392744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 252738 members 
Entering Unmasked Estep 
Score: -33927436.000000 Penalty: 6171.730469
	Iteration 34Q: 3 clusters Score -3.392744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 252740 members 
Entering Unmasked Estep 
Score: -33927424.000000 Penalty: 6171.730469
	Iteration 35Q: 3 clusters Score -3.392742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 252741 members 
Entering Unmasked Estep 
Score: -33927428.000000 Penalty: 6171.730469
	Iteration 36Q: 3 clusters Score -3.392743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 252744 members 
Entering Unmasked Estep 
Score: -33927436.000000 Penalty: 6171.730469
	Iteration 37Q: 3 clusters Score -3.392744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 252746 members 
Entering Unmasked Estep 
Score: -33927440.000000 Penalty: 6171.730469
	Iteration 38Q: 3 clusters Score -3.392744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 252747 members 
Entering Unmasked Estep 
Score: -33927440.000000 Penalty: 6171.730469
	Iteration 39Q: 3 clusters Score -3.392744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 252747 members 
Entering Unmasked Estep 
Score: -33927440.000000 Penalty: 6171.730469
	Iteration 40F: 3 clusters Score -3.392744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Entering Unmasked Estep 
Score: -9513270.000000 Penalty: 2766.718262
	Iteration 0F: 2 clusters Score -9513270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9466376.000000 Penalty: 5533.436523
	Iteration 0F: 3 clusters Score -9466376 nChanged 32683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9484932.000000 Penalty: 5533.436523
	Iteration 1F: 3 clusters Score -9484932 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9485549.000000 Penalty: 5533.436523
	Iteration 2Q: 3 clusters Score -9485549 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -9486266.000000 Penalty: 5533.436523
	Iteration 3Q: 3 clusters Score -9486266 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -9487227.000000 Penalty: 5533.436523
	Iteration 4Q: 3 clusters Score -9487227 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -9488840.000000 Penalty: 5533.436523
	Iteration 5Q: 3 clusters Score -9488840 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -9491185.000000 Penalty: 5533.436523
	Iteration 6F: 3 clusters Score -9491185 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9494883.000000 Penalty: 5533.436523
	Iteration 7F: 3 clusters Score -9494883 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -9499449.000000 Penalty: 5533.436523
	Iteration 8F: 3 clusters Score -9499449 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -9503828.000000 Penalty: 5533.436523
	Iteration 9F: 3 clusters Score -9503828 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9506950.000000 Penalty: 5533.436523
	Iteration 10Q: 3 clusters Score -9506950 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -9508691.000000 Penalty: 5533.436523
	Iteration 11Q: 3 clusters Score -9508691 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -9509774.000000 Penalty: 5533.436523
	Iteration 12Q: 3 clusters Score -9509774 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -9510288.000000 Penalty: 5533.436523
	Iteration 13Q: 3 clusters Score -9510288 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -9510561.000000 Penalty: 5533.436523
	Iteration 14Q: 3 clusters Score -9510561 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -9510742.000000 Penalty: 5533.436523
	Iteration 15Q: 3 clusters Score -9510742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -9510850.000000 Penalty: 5533.436523
	Iteration 16Q: 3 clusters Score -9510850 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -9510942.000000 Penalty: 5533.436523
	Iteration 17Q: 3 clusters Score -9510942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -9510995.000000 Penalty: 5533.436523
	Iteration 18Q: 3 clusters Score -9510995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -9511041.000000 Penalty: 5533.436523
	Iteration 19Q: 3 clusters Score -9511041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -9511061.000000 Penalty: 5533.436523
	Iteration 20F: 3 clusters Score -9511061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -9511074.000000 Penalty: 5533.436523
	Iteration 21Q: 3 clusters Score -9511074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -9511098.000000 Penalty: 5533.436523
	Iteration 22Q: 3 clusters Score -9511098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9511098.000000 Penalty: 5533.436523
	Iteration 23Q: 3 clusters Score -9511098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -9511098.000000 Penalty: 5533.436523
	Iteration 24Q: 3 clusters Score -9511098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -9511106.000000 Penalty: 5533.436523
	Iteration 25Q: 3 clusters Score -9511106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -9511107.000000 Penalty: 5533.436523
	Iteration 26Q: 3 clusters Score -9511107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -9511123.000000 Penalty: 5533.436523
	Iteration 27Q: 3 clusters Score -9511123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -9511125.000000 Penalty: 5533.436523
	Iteration 28Q: 3 clusters Score -9511125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -9511126.000000 Penalty: 5533.436523
	Iteration 29Q: 3 clusters Score -9511126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -9511143.000000 Penalty: 5533.436523
	Iteration 30Q: 3 clusters Score -9511143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -9511138.000000 Penalty: 5533.436523
	Iteration 31Q: 3 clusters Score -9511138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -9511147.000000 Penalty: 5533.436523
	Iteration 32Q: 3 clusters Score -9511147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -9511141.000000 Penalty: 5533.436523
	Iteration 33Q: 3 clusters Score -9511141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9511152.000000 Penalty: 5533.436523
	Iteration 34Q: 3 clusters Score -9511152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -9511161.000000 Penalty: 5533.436523
	Iteration 35Q: 3 clusters Score -9511161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -9511171.000000 Penalty: 5533.436523
	Iteration 36Q: 3 clusters Score -9511171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -9511186.000000 Penalty: 5533.436523
	Iteration 37Q: 3 clusters Score -9511186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9511186.000000 Penalty: 5533.436523
	Iteration 38Q: 3 clusters Score -9511186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -9511191.000000 Penalty: 5533.436523
	Iteration 39Q: 3 clusters Score -9511191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -9511184.000000 Penalty: 5533.436523
	Iteration 40F: 3 clusters Score -9511184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -9511194.000000 Penalty: 5533.436523
	Iteration 41Q: 3 clusters Score -9511194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -9511201.000000 Penalty: 5533.436523
	Iteration 42Q: 3 clusters Score -9511201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -9511211.000000 Penalty: 5533.436523
	Iteration 43Q: 3 clusters Score -9511211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9511216.000000 Penalty: 5533.436523
	Iteration 44Q: 3 clusters Score -9511216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -9511220.000000 Penalty: 5533.436523
	Iteration 45Q: 3 clusters Score -9511220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -9511212.000000 Penalty: 5533.436523
	Iteration 46Q: 3 clusters Score -9511212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -9511213.000000 Penalty: 5533.436523
	Iteration 47Q: 3 clusters Score -9511213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -9511212.000000 Penalty: 5533.436523
	Iteration 48Q: 3 clusters Score -9511212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -9511207.000000 Penalty: 5533.436523
	Iteration 49Q: 3 clusters Score -9511207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -9511212.000000 Penalty: 5533.436523
	Iteration 50Q: 3 clusters Score -9511212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -9511221.000000 Penalty: 5533.436523
	Iteration 51Q: 3 clusters Score -9511221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -9511224.000000 Penalty: 5533.436523
	Iteration 52Q: 3 clusters Score -9511224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -9511228.000000 Penalty: 5533.436523
	Iteration 53Q: 3 clusters Score -9511228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -9511228.000000 Penalty: 5533.436523
	Iteration 54Q: 3 clusters Score -9511228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -9511231.000000 Penalty: 5533.436523
	Iteration 55Q: 3 clusters Score -9511231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -9511231.000000 Penalty: 5533.436523
	Iteration 56F: 3 clusters Score -9511231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (197411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197411 members 
Entering Unmasked Estep 
Score: -26542600.000000 Penalty: 3023.874512
	Iteration 0F: 2 clusters Score -2.65426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -26423412.000000 Penalty: 6047.749023
	Iteration 0F: 3 clusters Score -2.642341e+07 nChanged 94874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -26480542.000000 Penalty: 6047.749023
	Iteration 1F: 3 clusters Score -2.648054e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -26483932.000000 Penalty: 6047.749023
	Iteration 2Q: 3 clusters Score -2.648393e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -26488978.000000 Penalty: 6047.749023
	Iteration 3F: 3 clusters Score -2.648898e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -26497426.000000 Penalty: 6047.749023
	Iteration 4F: 3 clusters Score -2.649743e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 139032 members 
Entering Unmasked Estep 
Score: -26509828.000000 Penalty: 6047.749023
	Iteration 5F: 3 clusters Score -2.650983e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -26522506.000000 Penalty: 6047.749023
	Iteration 6F: 3 clusters Score -2.652251e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -26531852.000000 Penalty: 6047.749023
	Iteration 7F: 3 clusters Score -2.653185e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -26537170.000000 Penalty: 6047.749023
	Iteration 8Q: 3 clusters Score -2.653717e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -26539652.000000 Penalty: 6047.749023
	Iteration 9Q: 3 clusters Score -2.653965e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 171332 members 
Entering Unmasked Estep 
Score: -26540772.000000 Penalty: 6047.749023
	Iteration 10Q: 3 clusters Score -2.654077e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 174211 members 
Entering Unmasked Estep 
Score: -26541232.000000 Penalty: 6047.749023
	Iteration 11Q: 3 clusters Score -2.654123e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 176724 members 
Entering Unmasked Estep 
Score: -26541564.000000 Penalty: 6047.749023
	Iteration 12Q: 3 clusters Score -2.654156e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -26541836.000000 Penalty: 6047.749023
	Iteration 13Q: 3 clusters Score -2.654184e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -26541944.000000 Penalty: 6047.749023
	Iteration 14Q: 3 clusters Score -2.654194e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -26542178.000000 Penalty: 6047.749023
	Iteration 15Q: 3 clusters Score -2.654218e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 184355 members 
Entering Unmasked Estep 
Score: -26542198.000000 Penalty: 6047.749023
	Iteration 16Q: 3 clusters Score -2.65422e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -26542274.000000 Penalty: 6047.749023
	Iteration 17Q: 3 clusters Score -2.654227e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 186977 members 
Entering Unmasked Estep 
Score: -26542474.000000 Penalty: 6047.749023
	Iteration 18Q: 3 clusters Score -2.654247e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 187981 members 
Entering Unmasked Estep 
Score: -26542534.000000 Penalty: 6047.749023
	Iteration 19Q: 3 clusters Score -2.654253e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 188778 members 
Entering Unmasked Estep 
Score: -26542738.000000 Penalty: 6047.749023
	Iteration 20F: 3 clusters Score -2.654274e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 189401 members 
Entering Unmasked Estep 
Score: -26542810.000000 Penalty: 6047.749023
	Iteration 21Q: 3 clusters Score -2.654281e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -26542794.000000 Penalty: 6047.749023
	Iteration 22Q: 3 clusters Score -2.654279e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 190267 members 
Entering Unmasked Estep 
Score: -26542976.000000 Penalty: 6047.749023
	Iteration 23Q: 3 clusters Score -2.654298e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -26542924.000000 Penalty: 6047.749023
	Iteration 24Q: 3 clusters Score -2.654292e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 190760 members 
Entering Unmasked Estep 
Score: -26542938.000000 Penalty: 6047.749023
	Iteration 25Q: 3 clusters Score -2.654294e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 190902 members 
Entering Unmasked Estep 
Score: -26542954.000000 Penalty: 6047.749023
	Iteration 26Q: 3 clusters Score -2.654295e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -26542926.000000 Penalty: 6047.749023
	Iteration 27Q: 3 clusters Score -2.654293e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 191051 members 
Entering Unmasked Estep 
Score: -26542992.000000 Penalty: 6047.749023
	Iteration 28Q: 3 clusters Score -2.654299e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 191111 members 
Entering Unmasked Estep 
Score: -26543066.000000 Penalty: 6047.749023
	Iteration 29Q: 3 clusters Score -2.654307e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 191118 members 
Entering Unmasked Estep 
Score: -26543040.000000 Penalty: 6047.749023
	Iteration 30Q: 3 clusters Score -2.654304e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 191137 members 
Entering Unmasked Estep 
Score: -26543046.000000 Penalty: 6047.749023
	Iteration 31Q: 3 clusters Score -2.654305e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -26543044.000000 Penalty: 6047.749023
	Iteration 32Q: 3 clusters Score -2.654304e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 191149 members 
Entering Unmasked Estep 
Score: -26543046.000000 Penalty: 6047.749023
	Iteration 33Q: 3 clusters Score -2.654305e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 191145 members 
Entering Unmasked Estep 
Score: -26543070.000000 Penalty: 6047.749023
	Iteration 34Q: 3 clusters Score -2.654307e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -26543040.000000 Penalty: 6047.749023
	Iteration 35Q: 3 clusters Score -2.654304e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -26543058.000000 Penalty: 6047.749023
	Iteration 36Q: 3 clusters Score -2.654306e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 191118 members 
Entering Unmasked Estep 
Score: -26543078.000000 Penalty: 6047.749023
	Iteration 37Q: 3 clusters Score -2.654308e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 191087 members 
Entering Unmasked Estep 
Score: -26543094.000000 Penalty: 6047.749023
	Iteration 38Q: 3 clusters Score -2.654309e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 191053 members 
Entering Unmasked Estep 
Score: -26543152.000000 Penalty: 6047.749023
	Iteration 39Q: 3 clusters Score -2.654315e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 191046 members 
Entering Unmasked Estep 
Score: -26543168.000000 Penalty: 6047.749023
	Iteration 40F: 3 clusters Score -2.654317e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 191015 members 
Entering Unmasked Estep 
Score: -26543148.000000 Penalty: 6047.749023
	Iteration 41Q: 3 clusters Score -2.654315e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 190987 members 
Entering Unmasked Estep 
Score: -26543176.000000 Penalty: 6047.749023
	Iteration 42Q: 3 clusters Score -2.654318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -26543202.000000 Penalty: 6047.749023
	Iteration 43Q: 3 clusters Score -2.65432e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -26543236.000000 Penalty: 6047.749023
	Iteration 44Q: 3 clusters Score -2.654324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 190903 members 
Entering Unmasked Estep 
Score: -26543286.000000 Penalty: 6047.749023
	Iteration 45Q: 3 clusters Score -2.654329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 190889 members 
Entering Unmasked Estep 
Score: -26543276.000000 Penalty: 6047.749023
	Iteration 46Q: 3 clusters Score -2.654328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 190864 members 
Entering Unmasked Estep 
Score: -26543304.000000 Penalty: 6047.749023
	Iteration 47Q: 3 clusters Score -2.65433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -26543310.000000 Penalty: 6047.749023
	Iteration 48Q: 3 clusters Score -2.654331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 190812 members 
Entering Unmasked Estep 
Score: -26543316.000000 Penalty: 6047.749023
	Iteration 49Q: 3 clusters Score -2.654332e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 190801 members 
Entering Unmasked Estep 
Score: -26543304.000000 Penalty: 6047.749023
	Iteration 50Q: 3 clusters Score -2.65433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -26543312.000000 Penalty: 6047.749023
	Iteration 51Q: 3 clusters Score -2.654331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 190750 members 
Entering Unmasked Estep 
Score: -26543346.000000 Penalty: 6047.749023
	Iteration 52Q: 3 clusters Score -2.654335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 190731 members 
Entering Unmasked Estep 
Score: -26543360.000000 Penalty: 6047.749023
	Iteration 53Q: 3 clusters Score -2.654336e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -26543376.000000 Penalty: 6047.749023
	Iteration 54Q: 3 clusters Score -2.654338e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 190678 members 
Entering Unmasked Estep 
Score: -26543392.000000 Penalty: 6047.749023
	Iteration 55Q: 3 clusters Score -2.654339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 190664 members 
Entering Unmasked Estep 
Score: -26543414.000000 Penalty: 6047.749023
	Iteration 56Q: 3 clusters Score -2.654341e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -26543394.000000 Penalty: 6047.749023
	Iteration 57Q: 3 clusters Score -2.654339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 190636 members 
Entering Unmasked Estep 
Score: -26543416.000000 Penalty: 6047.749023
	Iteration 58Q: 3 clusters Score -2.654342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 190622 members 
Entering Unmasked Estep 
Score: -26543382.000000 Penalty: 6047.749023
	Iteration 59Q: 3 clusters Score -2.654338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -26543400.000000 Penalty: 6047.749023
	Iteration 60F: 3 clusters Score -2.65434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 190602 members 
Entering Unmasked Estep 
Score: -26543416.000000 Penalty: 6047.749023
	Iteration 61Q: 3 clusters Score -2.654342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -26543448.000000 Penalty: 6047.749023
	Iteration 62Q: 3 clusters Score -2.654345e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 190565 members 
Entering Unmasked Estep 
Score: -26543454.000000 Penalty: 6047.749023
	Iteration 63Q: 3 clusters Score -2.654345e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 190548 members 
Entering Unmasked Estep 
Score: -26543458.000000 Penalty: 6047.749023
	Iteration 64Q: 3 clusters Score -2.654346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 190527 members 
Entering Unmasked Estep 
Score: -26543470.000000 Penalty: 6047.749023
	Iteration 65Q: 3 clusters Score -2.654347e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 190510 members 
Entering Unmasked Estep 
Score: -26543452.000000 Penalty: 6047.749023
	Iteration 66Q: 3 clusters Score -2.654345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 190484 members 
Entering Unmasked Estep 
Score: -26543464.000000 Penalty: 6047.749023
	Iteration 67Q: 3 clusters Score -2.654346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 190465 members 
Entering Unmasked Estep 
Score: -26543500.000000 Penalty: 6047.749023
	Iteration 68Q: 3 clusters Score -2.65435e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -26543554.000000 Penalty: 6047.749023
	Iteration 69Q: 3 clusters Score -2.654355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 190443 members 
Entering Unmasked Estep 
Score: -26543590.000000 Penalty: 6047.749023
	Iteration 70Q: 3 clusters Score -2.654359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 190421 members 
Entering Unmasked Estep 
Score: -26543584.000000 Penalty: 6047.749023
	Iteration 71Q: 3 clusters Score -2.654358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 190401 members 
Entering Unmasked Estep 
Score: -26543604.000000 Penalty: 6047.749023
	Iteration 72Q: 3 clusters Score -2.65436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -26543616.000000 Penalty: 6047.749023
	Iteration 73Q: 3 clusters Score -2.654362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -26543606.000000 Penalty: 6047.749023
	Iteration 74Q: 3 clusters Score -2.654361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -26543622.000000 Penalty: 6047.749023
	Iteration 75Q: 3 clusters Score -2.654362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 190364 members 
Entering Unmasked Estep 
Score: -26543626.000000 Penalty: 6047.749023
	Iteration 76Q: 3 clusters Score -2.654363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 190354 members 
Entering Unmasked Estep 
Score: -26543648.000000 Penalty: 6047.749023
	Iteration 77Q: 3 clusters Score -2.654365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 190347 members 
Entering Unmasked Estep 
Score: -26543670.000000 Penalty: 6047.749023
	Iteration 78Q: 3 clusters Score -2.654367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 190333 members 
Entering Unmasked Estep 
Score: -26543678.000000 Penalty: 6047.749023
	Iteration 79Q: 3 clusters Score -2.654368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 190322 members 
Entering Unmasked Estep 
Score: -26543676.000000 Penalty: 6047.749023
	Iteration 80F: 3 clusters Score -2.654368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 190319 members 
Entering Unmasked Estep 
Score: -26543678.000000 Penalty: 6047.749023
	Iteration 81Q: 3 clusters Score -2.654368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -26543676.000000 Penalty: 6047.749023
	Iteration 82Q: 3 clusters Score -2.654368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -26543678.000000 Penalty: 6047.749023
	Iteration 83Q: 3 clusters Score -2.654368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 190291 members 
Entering Unmasked Estep 
Score: -26543688.000000 Penalty: 6047.749023
	Iteration 84Q: 3 clusters Score -2.654369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 190284 members 
Entering Unmasked Estep 
Score: -26543678.000000 Penalty: 6047.749023
	Iteration 85Q: 3 clusters Score -2.654368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -26543662.000000 Penalty: 6047.749023
	Iteration 86Q: 3 clusters Score -2.654366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 190279 members 
Entering Unmasked Estep 
Score: -26543694.000000 Penalty: 6047.749023
	Iteration 87Q: 3 clusters Score -2.654369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -26543690.000000 Penalty: 6047.749023
	Iteration 88Q: 3 clusters Score -2.654369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 190251 members 
Entering Unmasked Estep 
Score: -26543706.000000 Penalty: 6047.749023
	Iteration 89Q: 3 clusters Score -2.654371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 190232 members 
Entering Unmasked Estep 
Score: -26543712.000000 Penalty: 6047.749023
	Iteration 90Q: 3 clusters Score -2.654371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 190209 members 
Entering Unmasked Estep 
Score: -26543712.000000 Penalty: 6047.749023
	Iteration 91Q: 3 clusters Score -2.654371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -26543754.000000 Penalty: 6047.749023
	Iteration 92Q: 3 clusters Score -2.654375e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 190140 members 
Entering Unmasked Estep 
Score: -26543756.000000 Penalty: 6047.749023
	Iteration 93Q: 3 clusters Score -2.654376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 190102 members 
Entering Unmasked Estep 
Score: -26543770.000000 Penalty: 6047.749023
	Iteration 94Q: 3 clusters Score -2.654377e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 190086 members 
Entering Unmasked Estep 
Score: -26543802.000000 Penalty: 6047.749023
	Iteration 95Q: 3 clusters Score -2.65438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 190071 members 
Entering Unmasked Estep 
Score: -26543814.000000 Penalty: 6047.749023
	Iteration 96Q: 3 clusters Score -2.654381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 190046 members 
Entering Unmasked Estep 
Score: -26543842.000000 Penalty: 6047.749023
	Iteration 97Q: 3 clusters Score -2.654384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 190033 members 
Entering Unmasked Estep 
Score: -26543850.000000 Penalty: 6047.749023
	Iteration 98Q: 3 clusters Score -2.654385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -26543826.000000 Penalty: 6047.749023
	Iteration 99Q: 3 clusters Score -2.654383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -26543818.000000 Penalty: 6047.749023
	Iteration 100F: 3 clusters Score -2.654382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 190010 members 
Entering Unmasked Estep 
Score: -26543832.000000 Penalty: 6047.749023
	Iteration 101Q: 3 clusters Score -2.654383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 190007 members 
Entering Unmasked Estep 
Score: -26543816.000000 Penalty: 6047.749023
	Iteration 102Q: 3 clusters Score -2.654382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -26543812.000000 Penalty: 6047.749023
	Iteration 103Q: 3 clusters Score -2.654381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -26543820.000000 Penalty: 6047.749023
	Iteration 104Q: 3 clusters Score -2.654382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 190002 members 
Entering Unmasked Estep 
Score: -26543846.000000 Penalty: 6047.749023
	Iteration 105Q: 3 clusters Score -2.654385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 189996 members 
Entering Unmasked Estep 
Score: -26543832.000000 Penalty: 6047.749023
	Iteration 106Q: 3 clusters Score -2.654383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -26543848.000000 Penalty: 6047.749023
	Iteration 107Q: 3 clusters Score -2.654385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -26543844.000000 Penalty: 6047.749023
	Iteration 108Q: 3 clusters Score -2.654384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -26543856.000000 Penalty: 6047.749023
	Iteration 109Q: 3 clusters Score -2.654386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 189968 members 
Entering Unmasked Estep 
Score: -26543886.000000 Penalty: 6047.749023
	Iteration 110Q: 3 clusters Score -2.654389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 189964 members 
Entering Unmasked Estep 
Score: -26543884.000000 Penalty: 6047.749023
	Iteration 111Q: 3 clusters Score -2.654388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 189963 members 
Entering Unmasked Estep 
Score: -26543870.000000 Penalty: 6047.749023
	Iteration 112Q: 3 clusters Score -2.654387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 189963 members 
Entering Unmasked Estep 
Score: -26543856.000000 Penalty: 6047.749023
	Iteration 113Q: 3 clusters Score -2.654386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -26543850.000000 Penalty: 6047.749023
	Iteration 114Q: 3 clusters Score -2.654385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -26543856.000000 Penalty: 6047.749023
	Iteration 115Q: 3 clusters Score -2.654386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 189968 members 
Entering Unmasked Estep 
Score: -26543862.000000 Penalty: 6047.749023
	Iteration 116Q: 3 clusters Score -2.654386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 189966 members 
Entering Unmasked Estep 
Score: -26543882.000000 Penalty: 6047.749023
	Iteration 117Q: 3 clusters Score -2.654388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 189967 members 
Entering Unmasked Estep 
Score: -26543846.000000 Penalty: 6047.749023
	Iteration 118Q: 3 clusters Score -2.654385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 189966 members 
Entering Unmasked Estep 
Score: -26543850.000000 Penalty: 6047.749023
	Iteration 119Q: 3 clusters Score -2.654385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -26543858.000000 Penalty: 6047.749023
	Iteration 120F: 3 clusters Score -2.654386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -26543858.000000 Penalty: 6047.749023
	Iteration 121Q: 3 clusters Score -2.654386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -26543870.000000 Penalty: 6047.749023
	Iteration 122Q: 3 clusters Score -2.654387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 189979 members 
Entering Unmasked Estep 
Score: -26543858.000000 Penalty: 6047.749023
	Iteration 123Q: 3 clusters Score -2.654386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -26543868.000000 Penalty: 6047.749023
	Iteration 124Q: 3 clusters Score -2.654387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 189976 members 
Entering Unmasked Estep 
Score: -26543868.000000 Penalty: 6047.749023
	Iteration 125Q: 3 clusters Score -2.654387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 189973 members 
Entering Unmasked Estep 
Score: -26543858.000000 Penalty: 6047.749023
	Iteration 126Q: 3 clusters Score -2.654386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 189973 members 
Entering Unmasked Estep 
Score: -26543858.000000 Penalty: 6047.749023
	Iteration 127F: 3 clusters Score -2.654386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 189973 members 
Mstep: Class 2 contains 46476 members 
Mstep: Class 4 contains 253471 members 
Mstep: Class 6 contains 69991 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 12600 members 
Mstep: Class 14 contains 192637 members 
Mstep: Class 15 contains 40867 members 
Mstep: Class 16 contains 77325 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 138444 members 
Mstep: Class 22 contains 150249 members 
Mstep: Class 24 contains 6510 members 
Entering Unmasked Estep 
Score: -180266128.000000 Penalty: 63080.269531
Splitting cluster 8 changes total score from -180264448.000000 to -180266128.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (154260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Entering Unmasked Estep 
Score: -20938938.000000 Penalty: 2962.706055
	Iteration 0F: 2 clusters Score -2.093894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -20838380.000000 Penalty: 5925.412109
	Iteration 0F: 3 clusters Score -2.083838e+07 nChanged 73738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -20881480.000000 Penalty: 5925.412109
	Iteration 1F: 3 clusters Score -2.088148e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -20883118.000000 Penalty: 5925.412109
	Iteration 2Q: 3 clusters Score -2.088312e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -20885652.000000 Penalty: 5925.412109
	Iteration 3Q: 3 clusters Score -2.088565e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -20890060.000000 Penalty: 5925.412109
	Iteration 4F: 3 clusters Score -2.089006e+07 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -20897560.000000 Penalty: 5925.412109
	Iteration 5F: 3 clusters Score -2.089756e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -20908908.000000 Penalty: 5925.412109
	Iteration 6F: 3 clusters Score -2.090891e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -20921276.000000 Penalty: 5925.412109
	Iteration 7F: 3 clusters Score -2.092128e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -20929354.000000 Penalty: 5925.412109
	Iteration 8F: 3 clusters Score -2.092935e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -20933338.000000 Penalty: 5925.412109
	Iteration 9Q: 3 clusters Score -2.093334e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -20934964.000000 Penalty: 5925.412109
	Iteration 10Q: 3 clusters Score -2.093496e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 152856 members 
Entering Unmasked Estep 
Score: -20935586.000000 Penalty: 5925.412109
	Iteration 11Q: 3 clusters Score -2.093559e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -20935900.000000 Penalty: 5925.412109
	Iteration 12Q: 3 clusters Score -2.09359e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -20936020.000000 Penalty: 5925.412109
	Iteration 13Q: 3 clusters Score -2.093602e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -20936128.000000 Penalty: 5925.412109
	Iteration 14Q: 3 clusters Score -2.093613e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -20936198.000000 Penalty: 5925.412109
	Iteration 15Q: 3 clusters Score -2.09362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -20936216.000000 Penalty: 5925.412109
	Iteration 16Q: 3 clusters Score -2.093622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -20936258.000000 Penalty: 5925.412109
	Iteration 17Q: 3 clusters Score -2.093626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -20936272.000000 Penalty: 5925.412109
	Iteration 18Q: 3 clusters Score -2.093627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -20936296.000000 Penalty: 5925.412109
	Iteration 19Q: 3 clusters Score -2.09363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 153711 members 
Entering Unmasked Estep 
Score: -20936318.000000 Penalty: 5925.412109
	Iteration 20F: 3 clusters Score -2.093632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 153724 members 
Entering Unmasked Estep 
Score: -20936330.000000 Penalty: 5925.412109
	Iteration 21Q: 3 clusters Score -2.093633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 153736 members 
Entering Unmasked Estep 
Score: -20936336.000000 Penalty: 5925.412109
	Iteration 22Q: 3 clusters Score -2.093634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 153746 members 
Entering Unmasked Estep 
Score: -20936350.000000 Penalty: 5925.412109
	Iteration 23Q: 3 clusters Score -2.093635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -20936364.000000 Penalty: 5925.412109
	Iteration 24Q: 3 clusters Score -2.093636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153760 members 
Entering Unmasked Estep 
Score: -20936366.000000 Penalty: 5925.412109
	Iteration 25Q: 3 clusters Score -2.093637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -20936374.000000 Penalty: 5925.412109
	Iteration 26Q: 3 clusters Score -2.093637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -20936374.000000 Penalty: 5925.412109
	Iteration 27Q: 3 clusters Score -2.093637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -20936372.000000 Penalty: 5925.412109
	Iteration 28Q: 3 clusters Score -2.093637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20936386.000000 Penalty: 5925.412109
	Iteration 29Q: 3 clusters Score -2.093639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20936406.000000 Penalty: 5925.412109
	Iteration 30Q: 3 clusters Score -2.093641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20936408.000000 Penalty: 5925.412109
	Iteration 31Q: 3 clusters Score -2.093641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -20936400.000000 Penalty: 5925.412109
	Iteration 32Q: 3 clusters Score -2.09364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20936398.000000 Penalty: 5925.412109
	Iteration 33Q: 3 clusters Score -2.09364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -20936406.000000 Penalty: 5925.412109
	Iteration 34Q: 3 clusters Score -2.093641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -20936392.000000 Penalty: 5925.412109
	Iteration 35Q: 3 clusters Score -2.093639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -20936392.000000 Penalty: 5925.412109
	Iteration 36F: 3 clusters Score -2.093639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Entering Unmasked Estep 
Score: -690946.687500 Penalty: 2137.205078
	Iteration 0F: 2 clusters Score -690946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -686174.562500 Penalty: 4274.410156
	Iteration 0F: 3 clusters Score -686174.6 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -687351.687500 Penalty: 4274.410156
	Iteration 1F: 3 clusters Score -687351.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -687591.250000 Penalty: 4274.410156
	Iteration 2F: 3 clusters Score -687591.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -687731.937500 Penalty: 4274.410156
	Iteration 3Q: 3 clusters Score -687731.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -687826.625000 Penalty: 4274.410156
	Iteration 4Q: 3 clusters Score -687826.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -687900.500000 Penalty: 4274.410156
	Iteration 5Q: 3 clusters Score -687900.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -687955.250000 Penalty: 4274.410156
	Iteration 6Q: 3 clusters Score -687955.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -688001.562500 Penalty: 4274.410156
	Iteration 7Q: 3 clusters Score -688001.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -688040.812500 Penalty: 4274.410156
	Iteration 8Q: 3 clusters Score -688040.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -688072.375000 Penalty: 4274.410156
	Iteration 9Q: 3 clusters Score -688072.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -688100.437500 Penalty: 4274.410156
	Iteration 10Q: 3 clusters Score -688100.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -688121.375000 Penalty: 4274.410156
	Iteration 11Q: 3 clusters Score -688121.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -688140.312500 Penalty: 4274.410156
	Iteration 12Q: 3 clusters Score -688140.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -688154.125000 Penalty: 4274.410156
	Iteration 13Q: 3 clusters Score -688154.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -688168.250000 Penalty: 4274.410156
	Iteration 14Q: 3 clusters Score -688168.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -688186.250000 Penalty: 4274.410156
	Iteration 15Q: 3 clusters Score -688186.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -688207.875000 Penalty: 4274.410156
	Iteration 16Q: 3 clusters Score -688207.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -688231.375000 Penalty: 4274.410156
	Iteration 17Q: 3 clusters Score -688231.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -688267.937500 Penalty: 4274.410156
	Iteration 18Q: 3 clusters Score -688267.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -688286.750000 Penalty: 4274.410156
	Iteration 19Q: 3 clusters Score -688286.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -688303.687500 Penalty: 4274.410156
	Iteration 20F: 3 clusters Score -688303.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -688313.750000 Penalty: 4274.410156
	Iteration 21Q: 3 clusters Score -688313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -688326.375000 Penalty: 4274.410156
	Iteration 22Q: 3 clusters Score -688326.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -688341.250000 Penalty: 4274.410156
	Iteration 23Q: 3 clusters Score -688341.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -688356.687500 Penalty: 4274.410156
	Iteration 24Q: 3 clusters Score -688356.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -688372.187500 Penalty: 4274.410156
	Iteration 25Q: 3 clusters Score -688372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -688389.062500 Penalty: 4274.410156
	Iteration 26Q: 3 clusters Score -688389.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -688404.250000 Penalty: 4274.410156
	Iteration 27Q: 3 clusters Score -688404.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -688419.312500 Penalty: 4274.410156
	Iteration 28Q: 3 clusters Score -688419.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -688432.375000 Penalty: 4274.410156
	Iteration 29Q: 3 clusters Score -688432.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -688449.562500 Penalty: 4274.410156
	Iteration 30Q: 3 clusters Score -688449.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -688473.875000 Penalty: 4274.410156
	Iteration 31Q: 3 clusters Score -688473.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -688500.000000 Penalty: 4274.410156
	Iteration 32Q: 3 clusters Score -688500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -688528.125000 Penalty: 4274.410156
	Iteration 33Q: 3 clusters Score -688528.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -688558.500000 Penalty: 4274.410156
	Iteration 34Q: 3 clusters Score -688558.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -688605.562500 Penalty: 4274.410156
	Iteration 35Q: 3 clusters Score -688605.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -688661.937500 Penalty: 4274.410156
	Iteration 36Q: 3 clusters Score -688661.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -688711.562500 Penalty: 4274.410156
	Iteration 37Q: 3 clusters Score -688711.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -688769.562500 Penalty: 4274.410156
	Iteration 38Q: 3 clusters Score -688769.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -688841.625000 Penalty: 4274.410156
	Iteration 39Q: 3 clusters Score -688841.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -688926.500000 Penalty: 4274.410156
	Iteration 40F: 3 clusters Score -688926.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -688995.187500 Penalty: 4274.410156
	Iteration 41Q: 3 clusters Score -688995.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -689060.812500 Penalty: 4274.410156
	Iteration 42Q: 3 clusters Score -689060.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -689109.500000 Penalty: 4274.410156
	Iteration 43Q: 3 clusters Score -689109.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -689156.312500 Penalty: 4274.410156
	Iteration 44Q: 3 clusters Score -689156.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -689192.625000 Penalty: 4274.410156
	Iteration 45Q: 3 clusters Score -689192.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -689245.187500 Penalty: 4274.410156
	Iteration 46Q: 3 clusters Score -689245.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -689296.437500 Penalty: 4274.410156
	Iteration 47Q: 3 clusters Score -689296.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -689341.937500 Penalty: 4274.410156
	Iteration 48Q: 3 clusters Score -689341.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -689385.062500 Penalty: 4274.410156
	Iteration 49Q: 3 clusters Score -689385.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -689411.437500 Penalty: 4274.410156
	Iteration 50Q: 3 clusters Score -689411.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -689431.062500 Penalty: 4274.410156
	Iteration 51Q: 3 clusters Score -689431.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -689452.000000 Penalty: 4274.410156
	Iteration 52Q: 3 clusters Score -689452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -689473.937500 Penalty: 4274.410156
	Iteration 53Q: 3 clusters Score -689473.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -689486.312500 Penalty: 4274.410156
	Iteration 54Q: 3 clusters Score -689486.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -689501.937500 Penalty: 4274.410156
	Iteration 55Q: 3 clusters Score -689501.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -689521.812500 Penalty: 4274.410156
	Iteration 56Q: 3 clusters Score -689521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -689531.187500 Penalty: 4274.410156
	Iteration 57Q: 3 clusters Score -689531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -689539.812500 Penalty: 4274.410156
	Iteration 58Q: 3 clusters Score -689539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -689545.687500 Penalty: 4274.410156
	Iteration 59Q: 3 clusters Score -689545.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -689551.437500 Penalty: 4274.410156
	Iteration 60F: 3 clusters Score -689551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -689554.312500 Penalty: 4274.410156
	Iteration 61Q: 3 clusters Score -689554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -689557.625000 Penalty: 4274.410156
	Iteration 62Q: 3 clusters Score -689557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -689558.937500 Penalty: 4274.410156
	Iteration 63Q: 3 clusters Score -689558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -689558.937500 Penalty: 4274.410156
	Iteration 64F: 3 clusters Score -689558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -335258.843750 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -335258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332597.031250 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -332597 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -336365.875000 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -336365.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -340469.906250 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -340469.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -340806.281250 Penalty: 3904.926758
	Iteration 3F: 3 clusters Score -340806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -340843.937500 Penalty: 3904.926758
	Iteration 4Q: 3 clusters Score -340843.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340856.687500 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -340856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -340863.000000 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -340863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -340871.000000 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -340871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -340872.187500 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -340872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -340872.968750 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -340873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -340874.093750 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -340874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -340874.093750 Penalty: 3904.926758
	Iteration 11F: 3 clusters Score -340874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 189973 members 
Mstep: Class 2 contains 46476 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 253471 members 
Mstep: Class 6 contains 69991 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 12600 members 
Mstep: Class 14 contains 192637 members 
Mstep: Class 15 contains 40867 members 
Mstep: Class 16 contains 77325 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 138444 members 
Mstep: Class 22 contains 150249 members 
Mstep: Class 24 contains 6510 members 
Entering Unmasked Estep 
Score: -180269248.000000 Penalty: 66584.734375
Splitting cluster 12 changes total score from -180264448.000000 to -180269248.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (12600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Entering Unmasked Estep 
Score: -1598026.250000 Penalty: 2341.479980
	Iteration 0F: 2 clusters Score -1598026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1588670.625000 Penalty: 4682.959961
	Iteration 0F: 3 clusters Score -1588671 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1591500.000000 Penalty: 4682.959961
	Iteration 1F: 3 clusters Score -1591500 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1591831.750000 Penalty: 4682.959961
	Iteration 2F: 3 clusters Score -1591832 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1592082.625000 Penalty: 4682.959961
	Iteration 3F: 3 clusters Score -1592083 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1592269.000000 Penalty: 4682.959961
	Iteration 4Q: 3 clusters Score -1592269 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1592412.000000 Penalty: 4682.959961
	Iteration 5Q: 3 clusters Score -1592412 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1592545.875000 Penalty: 4682.959961
	Iteration 6Q: 3 clusters Score -1592546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1592714.000000 Penalty: 4682.959961
	Iteration 7Q: 3 clusters Score -1592714 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1592929.750000 Penalty: 4682.959961
	Iteration 8Q: 3 clusters Score -1592930 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1593200.125000 Penalty: 4682.959961
	Iteration 9Q: 3 clusters Score -1593200 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1593568.000000 Penalty: 4682.959961
	Iteration 10Q: 3 clusters Score -1593568 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1594027.875000 Penalty: 4682.959961
	Iteration 11F: 3 clusters Score -1594028 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1594569.500000 Penalty: 4682.959961
	Iteration 12F: 3 clusters Score -1594570 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1595160.500000 Penalty: 4682.959961
	Iteration 13F: 3 clusters Score -1595160 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1595778.000000 Penalty: 4682.959961
	Iteration 14F: 3 clusters Score -1595778 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1596309.000000 Penalty: 4682.959961
	Iteration 15Q: 3 clusters Score -1596309 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1596648.375000 Penalty: 4682.959961
	Iteration 16Q: 3 clusters Score -1596648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1596873.000000 Penalty: 4682.959961
	Iteration 17Q: 3 clusters Score -1596873 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1597000.625000 Penalty: 4682.959961
	Iteration 18Q: 3 clusters Score -1597001 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1597066.625000 Penalty: 4682.959961
	Iteration 19Q: 3 clusters Score -1597067 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1597101.000000 Penalty: 4682.959961
	Iteration 20F: 3 clusters Score -1597101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1597135.750000 Penalty: 4682.959961
	Iteration 21Q: 3 clusters Score -1597136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1597160.500000 Penalty: 4682.959961
	Iteration 22Q: 3 clusters Score -1597160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1597183.875000 Penalty: 4682.959961
	Iteration 23Q: 3 clusters Score -1597184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1597201.250000 Penalty: 4682.959961
	Iteration 24Q: 3 clusters Score -1597201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1597221.625000 Penalty: 4682.959961
	Iteration 25Q: 3 clusters Score -1597222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1597237.625000 Penalty: 4682.959961
	Iteration 26Q: 3 clusters Score -1597238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1597253.125000 Penalty: 4682.959961
	Iteration 27Q: 3 clusters Score -1597253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1597261.000000 Penalty: 4682.959961
	Iteration 28Q: 3 clusters Score -1597261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1597288.750000 Penalty: 4682.959961
	Iteration 29Q: 3 clusters Score -1597289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1597314.250000 Penalty: 4682.959961
	Iteration 30Q: 3 clusters Score -1597314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1597342.750000 Penalty: 4682.959961
	Iteration 31Q: 3 clusters Score -1597343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1597371.375000 Penalty: 4682.959961
	Iteration 32Q: 3 clusters Score -1597371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1597405.375000 Penalty: 4682.959961
	Iteration 33Q: 3 clusters Score -1597405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1597460.500000 Penalty: 4682.959961
	Iteration 34Q: 3 clusters Score -1597460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1597509.750000 Penalty: 4682.959961
	Iteration 35Q: 3 clusters Score -1597510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1597567.375000 Penalty: 4682.959961
	Iteration 36Q: 3 clusters Score -1597567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1597620.500000 Penalty: 4682.959961
	Iteration 37Q: 3 clusters Score -1597620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1597654.750000 Penalty: 4682.959961
	Iteration 38Q: 3 clusters Score -1597655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1597679.000000 Penalty: 4682.959961
	Iteration 39Q: 3 clusters Score -1597679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1597689.125000 Penalty: 4682.959961
	Iteration 40F: 3 clusters Score -1597689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1597699.250000 Penalty: 4682.959961
	Iteration 41Q: 3 clusters Score -1597699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1597703.000000 Penalty: 4682.959961
	Iteration 42Q: 3 clusters Score -1597703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1597700.875000 Penalty: 4682.959961
	Iteration 43Q: 3 clusters Score -1597701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1597700.875000 Penalty: 4682.959961
	Iteration 44F: 3 clusters Score -1597701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (192637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192637 members 
Entering Unmasked Estep 
Score: -25875016.000000 Penalty: 3017.803711
	Iteration 0F: 2 clusters Score -2.587502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -25754412.000000 Penalty: 6035.607422
	Iteration 0F: 3 clusters Score -2.575441e+07 nChanged 92372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -25808344.000000 Penalty: 6035.607422
	Iteration 1F: 3 clusters Score -2.580834e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -25809614.000000 Penalty: 6035.607422
	Iteration 2Q: 3 clusters Score -2.580961e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -25811382.000000 Penalty: 6035.607422
	Iteration 3Q: 3 clusters Score -2.581138e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -25814074.000000 Penalty: 6035.607422
	Iteration 4Q: 3 clusters Score -2.581407e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -25818572.000000 Penalty: 6035.607422
	Iteration 5Q: 3 clusters Score -2.581857e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -25825454.000000 Penalty: 6035.607422
	Iteration 6F: 3 clusters Score -2.582545e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124319 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -25833858.000000 Penalty: 6035.607422
	Iteration 7F: 3 clusters Score -2.583386e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -25843692.000000 Penalty: 6035.607422
	Iteration 8F: 3 clusters Score -2.584369e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -25852012.000000 Penalty: 6035.607422
	Iteration 9F: 3 clusters Score -2.585201e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -25856908.000000 Penalty: 6035.607422
	Iteration 10Q: 3 clusters Score -2.585691e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -25859188.000000 Penalty: 6035.607422
	Iteration 11Q: 3 clusters Score -2.585919e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -25860456.000000 Penalty: 6035.607422
	Iteration 12Q: 3 clusters Score -2.586046e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150193 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -25861768.000000 Penalty: 6035.607422
	Iteration 13Q: 3 clusters Score -2.586177e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -25863228.000000 Penalty: 6035.607422
	Iteration 14Q: 3 clusters Score -2.586323e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -25864618.000000 Penalty: 6035.607422
	Iteration 15Q: 3 clusters Score -2.586462e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -25866012.000000 Penalty: 6035.607422
	Iteration 16Q: 3 clusters Score -2.586601e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -25867270.000000 Penalty: 6035.607422
	Iteration 17Q: 3 clusters Score -2.586727e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -25868318.000000 Penalty: 6035.607422
	Iteration 18Q: 3 clusters Score -2.586832e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -25869340.000000 Penalty: 6035.607422
	Iteration 19Q: 3 clusters Score -2.586934e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -25869988.000000 Penalty: 6035.607422
	Iteration 20F: 3 clusters Score -2.586999e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -25870466.000000 Penalty: 6035.607422
	Iteration 21Q: 3 clusters Score -2.587047e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -25870850.000000 Penalty: 6035.607422
	Iteration 22Q: 3 clusters Score -2.587085e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -25871136.000000 Penalty: 6035.607422
	Iteration 23Q: 3 clusters Score -2.587114e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -25871504.000000 Penalty: 6035.607422
	Iteration 24Q: 3 clusters Score -2.58715e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177750 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -25871546.000000 Penalty: 6035.607422
	Iteration 25Q: 3 clusters Score -2.587155e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178686 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -25871712.000000 Penalty: 6035.607422
	Iteration 26Q: 3 clusters Score -2.587171e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -25871834.000000 Penalty: 6035.607422
	Iteration 27Q: 3 clusters Score -2.587183e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180245 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -25871946.000000 Penalty: 6035.607422
	Iteration 28Q: 3 clusters Score -2.587195e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180920 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -25872012.000000 Penalty: 6035.607422
	Iteration 29Q: 3 clusters Score -2.587201e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -25872106.000000 Penalty: 6035.607422
	Iteration 30Q: 3 clusters Score -2.587211e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182163 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -25872086.000000 Penalty: 6035.607422
	Iteration 31Q: 3 clusters Score -2.587209e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182712 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -25872148.000000 Penalty: 6035.607422
	Iteration 32Q: 3 clusters Score -2.587215e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183223 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -25872230.000000 Penalty: 6035.607422
	Iteration 33Q: 3 clusters Score -2.587223e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -25872242.000000 Penalty: 6035.607422
	Iteration 34Q: 3 clusters Score -2.587224e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184083 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -25872198.000000 Penalty: 6035.607422
	Iteration 35Q: 3 clusters Score -2.58722e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184452 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -25872206.000000 Penalty: 6035.607422
	Iteration 36Q: 3 clusters Score -2.587221e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -25872298.000000 Penalty: 6035.607422
	Iteration 37Q: 3 clusters Score -2.58723e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185160 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -25872352.000000 Penalty: 6035.607422
	Iteration 38Q: 3 clusters Score -2.587235e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185448 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -25872352.000000 Penalty: 6035.607422
	Iteration 39Q: 3 clusters Score -2.587235e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185692 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -25872368.000000 Penalty: 6035.607422
	Iteration 40F: 3 clusters Score -2.587237e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -25872396.000000 Penalty: 6035.607422
	Iteration 41Q: 3 clusters Score -2.58724e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186123 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -25872364.000000 Penalty: 6035.607422
	Iteration 42Q: 3 clusters Score -2.587236e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -25872328.000000 Penalty: 6035.607422
	Iteration 43Q: 3 clusters Score -2.587233e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186490 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -25872340.000000 Penalty: 6035.607422
	Iteration 44Q: 3 clusters Score -2.587234e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186696 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -25872338.000000 Penalty: 6035.607422
	Iteration 45Q: 3 clusters Score -2.587234e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186876 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -25872388.000000 Penalty: 6035.607422
	Iteration 46Q: 3 clusters Score -2.587239e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -25872392.000000 Penalty: 6035.607422
	Iteration 47Q: 3 clusters Score -2.587239e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -25872426.000000 Penalty: 6035.607422
	Iteration 48Q: 3 clusters Score -2.587243e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187329 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -25872396.000000 Penalty: 6035.607422
	Iteration 49Q: 3 clusters Score -2.58724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187500 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -25872396.000000 Penalty: 6035.607422
	Iteration 50Q: 3 clusters Score -2.58724e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -25872446.000000 Penalty: 6035.607422
	Iteration 51Q: 3 clusters Score -2.587245e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187807 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -25872462.000000 Penalty: 6035.607422
	Iteration 52Q: 3 clusters Score -2.587246e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -25872502.000000 Penalty: 6035.607422
	Iteration 53Q: 3 clusters Score -2.58725e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188055 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -25872534.000000 Penalty: 6035.607422
	Iteration 54Q: 3 clusters Score -2.587253e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188168 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -25872586.000000 Penalty: 6035.607422
	Iteration 55Q: 3 clusters Score -2.587259e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188252 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -25872630.000000 Penalty: 6035.607422
	Iteration 56Q: 3 clusters Score -2.587263e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -25872638.000000 Penalty: 6035.607422
	Iteration 57Q: 3 clusters Score -2.587264e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188402 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -25872694.000000 Penalty: 6035.607422
	Iteration 58Q: 3 clusters Score -2.587269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188480 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25872684.000000 Penalty: 6035.607422
	Iteration 59Q: 3 clusters Score -2.587268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188551 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -25872678.000000 Penalty: 6035.607422
	Iteration 60F: 3 clusters Score -2.587268e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188610 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -25872688.000000 Penalty: 6035.607422
	Iteration 61Q: 3 clusters Score -2.587269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188658 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -25872692.000000 Penalty: 6035.607422
	Iteration 62Q: 3 clusters Score -2.587269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -25872690.000000 Penalty: 6035.607422
	Iteration 63Q: 3 clusters Score -2.587269e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188779 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -25872686.000000 Penalty: 6035.607422
	Iteration 64Q: 3 clusters Score -2.587269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188831 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -25872702.000000 Penalty: 6035.607422
	Iteration 65Q: 3 clusters Score -2.58727e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -25872756.000000 Penalty: 6035.607422
	Iteration 66Q: 3 clusters Score -2.587276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188934 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -25872738.000000 Penalty: 6035.607422
	Iteration 67Q: 3 clusters Score -2.587274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188978 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -25872748.000000 Penalty: 6035.607422
	Iteration 68Q: 3 clusters Score -2.587275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25872752.000000 Penalty: 6035.607422
	Iteration 69Q: 3 clusters Score -2.587275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189043 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -25872730.000000 Penalty: 6035.607422
	Iteration 70Q: 3 clusters Score -2.587273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189072 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -25872742.000000 Penalty: 6035.607422
	Iteration 71Q: 3 clusters Score -2.587274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189104 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -25872760.000000 Penalty: 6035.607422
	Iteration 72Q: 3 clusters Score -2.587276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 73Q: 3 clusters Score -2.58728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 74Q: 3 clusters Score -2.58728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189198 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -25872788.000000 Penalty: 6035.607422
	Iteration 75Q: 3 clusters Score -2.587279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -25872792.000000 Penalty: 6035.607422
	Iteration 76Q: 3 clusters Score -2.587279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189252 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -25872810.000000 Penalty: 6035.607422
	Iteration 77Q: 3 clusters Score -2.587281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189275 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -25872812.000000 Penalty: 6035.607422
	Iteration 78Q: 3 clusters Score -2.587281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189295 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 79Q: 3 clusters Score -2.58728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189318 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -25872806.000000 Penalty: 6035.607422
	Iteration 80F: 3 clusters Score -2.587281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -25872808.000000 Penalty: 6035.607422
	Iteration 81Q: 3 clusters Score -2.587281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -25872800.000000 Penalty: 6035.607422
	Iteration 82Q: 3 clusters Score -2.58728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189368 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 83Q: 3 clusters Score -2.587279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189384 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 84Q: 3 clusters Score -2.58728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -25872774.000000 Penalty: 6035.607422
	Iteration 85Q: 3 clusters Score -2.587277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189408 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -25872778.000000 Penalty: 6035.607422
	Iteration 86Q: 3 clusters Score -2.587278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -25872786.000000 Penalty: 6035.607422
	Iteration 87Q: 3 clusters Score -2.587279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25872772.000000 Penalty: 6035.607422
	Iteration 88Q: 3 clusters Score -2.587277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189441 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -25872782.000000 Penalty: 6035.607422
	Iteration 89Q: 3 clusters Score -2.587278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -25872796.000000 Penalty: 6035.607422
	Iteration 90Q: 3 clusters Score -2.58728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -25872802.000000 Penalty: 6035.607422
	Iteration 91Q: 3 clusters Score -2.58728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25872788.000000 Penalty: 6035.607422
	Iteration 92Q: 3 clusters Score -2.587279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189478 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -25872788.000000 Penalty: 6035.607422
	Iteration 93Q: 3 clusters Score -2.587279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189485 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25872796.000000 Penalty: 6035.607422
	Iteration 94Q: 3 clusters Score -2.58728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189492 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25872806.000000 Penalty: 6035.607422
	Iteration 95Q: 3 clusters Score -2.587281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25872802.000000 Penalty: 6035.607422
	Iteration 96Q: 3 clusters Score -2.58728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189511 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 97Q: 3 clusters Score -2.58728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -25872804.000000 Penalty: 6035.607422
	Iteration 98Q: 3 clusters Score -2.58728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189532 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -25872800.000000 Penalty: 6035.607422
	Iteration 99Q: 3 clusters Score -2.58728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189543 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25872808.000000 Penalty: 6035.607422
	Iteration 100F: 3 clusters Score -2.587281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189556 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -25872792.000000 Penalty: 6035.607422
	Iteration 101Q: 3 clusters Score -2.587279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189564 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25872772.000000 Penalty: 6035.607422
	Iteration 102Q: 3 clusters Score -2.587277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189568 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -25872786.000000 Penalty: 6035.607422
	Iteration 103Q: 3 clusters Score -2.587279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189577 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -25872774.000000 Penalty: 6035.607422
	Iteration 104Q: 3 clusters Score -2.587277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189581 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -25872788.000000 Penalty: 6035.607422
	Iteration 105Q: 3 clusters Score -2.587279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189585 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -25872788.000000 Penalty: 6035.607422
	Iteration 106Q: 3 clusters Score -2.587279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189590 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 107Q: 3 clusters Score -2.587279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189596 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -25872820.000000 Penalty: 6035.607422
	Iteration 108Q: 3 clusters Score -2.587282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189606 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -25872818.000000 Penalty: 6035.607422
	Iteration 109Q: 3 clusters Score -2.587282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189614 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -25872816.000000 Penalty: 6035.607422
	Iteration 110Q: 3 clusters Score -2.587282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189631 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 111Q: 3 clusters Score -2.587279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189648 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -25872776.000000 Penalty: 6035.607422
	Iteration 112Q: 3 clusters Score -2.587278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189659 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -25872792.000000 Penalty: 6035.607422
	Iteration 113Q: 3 clusters Score -2.587279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189667 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -25872792.000000 Penalty: 6035.607422
	Iteration 114Q: 3 clusters Score -2.587279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189676 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -25872784.000000 Penalty: 6035.607422
	Iteration 115Q: 3 clusters Score -2.587278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189683 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -25872786.000000 Penalty: 6035.607422
	Iteration 116Q: 3 clusters Score -2.587279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189692 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 117Q: 3 clusters Score -2.587279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189700 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -25872800.000000 Penalty: 6035.607422
	Iteration 118Q: 3 clusters Score -2.58728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189704 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -25872824.000000 Penalty: 6035.607422
	Iteration 119Q: 3 clusters Score -2.587282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -25872820.000000 Penalty: 6035.607422
	Iteration 120F: 3 clusters Score -2.587282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189720 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -25872814.000000 Penalty: 6035.607422
	Iteration 121Q: 3 clusters Score -2.587281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189728 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -25872828.000000 Penalty: 6035.607422
	Iteration 122Q: 3 clusters Score -2.587283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189738 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -25872840.000000 Penalty: 6035.607422
	Iteration 123Q: 3 clusters Score -2.587284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189748 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -25872834.000000 Penalty: 6035.607422
	Iteration 124Q: 3 clusters Score -2.587283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189757 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -25872822.000000 Penalty: 6035.607422
	Iteration 125Q: 3 clusters Score -2.587282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189773 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -25872816.000000 Penalty: 6035.607422
	Iteration 126Q: 3 clusters Score -2.587282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -25872796.000000 Penalty: 6035.607422
	Iteration 127Q: 3 clusters Score -2.58728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189799 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -25872806.000000 Penalty: 6035.607422
	Iteration 128Q: 3 clusters Score -2.587281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -25872816.000000 Penalty: 6035.607422
	Iteration 129Q: 3 clusters Score -2.587282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -25872810.000000 Penalty: 6035.607422
	Iteration 130Q: 3 clusters Score -2.587281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189832 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 131Q: 3 clusters Score -2.587279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189840 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 132Q: 3 clusters Score -2.58728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189848 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -25872794.000000 Penalty: 6035.607422
	Iteration 133Q: 3 clusters Score -2.587279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189853 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -25872798.000000 Penalty: 6035.607422
	Iteration 134Q: 3 clusters Score -2.58728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -25872802.000000 Penalty: 6035.607422
	Iteration 135Q: 3 clusters Score -2.58728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -25872822.000000 Penalty: 6035.607422
	Iteration 136Q: 3 clusters Score -2.587282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189876 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -25872816.000000 Penalty: 6035.607422
	Iteration 137Q: 3 clusters Score -2.587282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -25872808.000000 Penalty: 6035.607422
	Iteration 138Q: 3 clusters Score -2.587281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -25872808.000000 Penalty: 6035.607422
	Iteration 139Q: 3 clusters Score -2.587281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189892 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -25872828.000000 Penalty: 6035.607422
	Iteration 140F: 3 clusters Score -2.587283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25872820.000000 Penalty: 6035.607422
	Iteration 141Q: 3 clusters Score -2.587282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189903 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -25872836.000000 Penalty: 6035.607422
	Iteration 142Q: 3 clusters Score -2.587284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -25872846.000000 Penalty: 6035.607422
	Iteration 143Q: 3 clusters Score -2.587285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25872812.000000 Penalty: 6035.607422
	Iteration 144Q: 3 clusters Score -2.587281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189910 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -25872822.000000 Penalty: 6035.607422
	Iteration 145Q: 3 clusters Score -2.587282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189913 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -25872826.000000 Penalty: 6035.607422
	Iteration 146Q: 3 clusters Score -2.587283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189914 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -25872830.000000 Penalty: 6035.607422
	Iteration 147Q: 3 clusters Score -2.587283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189916 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25872834.000000 Penalty: 6035.607422
	Iteration 148Q: 3 clusters Score -2.587283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189916 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -25872834.000000 Penalty: 6035.607422
	Iteration 149F: 3 clusters Score -2.587283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Entering Unmasked Estep 
Score: -5553365.500000 Penalty: 2633.283447
	Iteration 0F: 2 clusters Score -5553366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5525654.500000 Penalty: 5266.566895
	Iteration 0F: 3 clusters Score -5525654 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5536442.500000 Penalty: 5266.566895
	Iteration 1F: 3 clusters Score -5536442 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5537332.000000 Penalty: 5266.566895
	Iteration 2F: 3 clusters Score -5537332 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -5538334.500000 Penalty: 5266.566895
	Iteration 3F: 3 clusters Score -5538334 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5539452.500000 Penalty: 5266.566895
	Iteration 4F: 3 clusters Score -5539452 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5540752.500000 Penalty: 5266.566895
	Iteration 5F: 3 clusters Score -5540752 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5542287.000000 Penalty: 5266.566895
	Iteration 6F: 3 clusters Score -5542287 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5544022.000000 Penalty: 5266.566895
	Iteration 7F: 3 clusters Score -5544022 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5545591.500000 Penalty: 5266.566895
	Iteration 8F: 3 clusters Score -5545592 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5546713.500000 Penalty: 5266.566895
	Iteration 9Q: 3 clusters Score -5546714 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5547304.500000 Penalty: 5266.566895
	Iteration 10Q: 3 clusters Score -5547304 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5547647.000000 Penalty: 5266.566895
	Iteration 11Q: 3 clusters Score -5547647 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -5547918.500000 Penalty: 5266.566895
	Iteration 12Q: 3 clusters Score -5547918 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -5548114.000000 Penalty: 5266.566895
	Iteration 13Q: 3 clusters Score -5548114 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -5548276.000000 Penalty: 5266.566895
	Iteration 14Q: 3 clusters Score -5548276 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5548427.500000 Penalty: 5266.566895
	Iteration 15Q: 3 clusters Score -5548428 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -5548594.000000 Penalty: 5266.566895
	Iteration 16Q: 3 clusters Score -5548594 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -5548714.000000 Penalty: 5266.566895
	Iteration 17Q: 3 clusters Score -5548714 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5548833.500000 Penalty: 5266.566895
	Iteration 18Q: 3 clusters Score -5548834 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5548976.500000 Penalty: 5266.566895
	Iteration 19Q: 3 clusters Score -5548976 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -5549060.500000 Penalty: 5266.566895
	Iteration 20F: 3 clusters Score -5549060 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5549161.000000 Penalty: 5266.566895
	Iteration 21Q: 3 clusters Score -5549161 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5549286.500000 Penalty: 5266.566895
	Iteration 22Q: 3 clusters Score -5549286 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -5549406.000000 Penalty: 5266.566895
	Iteration 23Q: 3 clusters Score -5549406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5549538.000000 Penalty: 5266.566895
	Iteration 24Q: 3 clusters Score -5549538 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5549660.000000 Penalty: 5266.566895
	Iteration 25Q: 3 clusters Score -5549660 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5549776.500000 Penalty: 5266.566895
	Iteration 26Q: 3 clusters Score -5549776 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5549867.500000 Penalty: 5266.566895
	Iteration 27Q: 3 clusters Score -5549868 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -5549966.500000 Penalty: 5266.566895
	Iteration 28Q: 3 clusters Score -5549966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -5550082.000000 Penalty: 5266.566895
	Iteration 29Q: 3 clusters Score -5550082 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5550188.000000 Penalty: 5266.566895
	Iteration 30Q: 3 clusters Score -5550188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5550274.500000 Penalty: 5266.566895
	Iteration 31Q: 3 clusters Score -5550274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5550369.000000 Penalty: 5266.566895
	Iteration 32Q: 3 clusters Score -5550369 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5550426.500000 Penalty: 5266.566895
	Iteration 33Q: 3 clusters Score -5550426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5550483.000000 Penalty: 5266.566895
	Iteration 34Q: 3 clusters Score -5550483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5550544.000000 Penalty: 5266.566895
	Iteration 35Q: 3 clusters Score -5550544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -5550610.500000 Penalty: 5266.566895
	Iteration 36Q: 3 clusters Score -5550610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5550643.500000 Penalty: 5266.566895
	Iteration 37Q: 3 clusters Score -5550644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5550684.500000 Penalty: 5266.566895
	Iteration 38Q: 3 clusters Score -5550684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5550733.500000 Penalty: 5266.566895
	Iteration 39Q: 3 clusters Score -5550734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5550751.500000 Penalty: 5266.566895
	Iteration 40F: 3 clusters Score -5550752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5550783.000000 Penalty: 5266.566895
	Iteration 41Q: 3 clusters Score -5550783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5550812.500000 Penalty: 5266.566895
	Iteration 42Q: 3 clusters Score -5550812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5550847.000000 Penalty: 5266.566895
	Iteration 43Q: 3 clusters Score -5550847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5550896.500000 Penalty: 5266.566895
	Iteration 44Q: 3 clusters Score -5550896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5550923.500000 Penalty: 5266.566895
	Iteration 45Q: 3 clusters Score -5550924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5550940.000000 Penalty: 5266.566895
	Iteration 46Q: 3 clusters Score -5550940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5550965.000000 Penalty: 5266.566895
	Iteration 47Q: 3 clusters Score -5550965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5550975.000000 Penalty: 5266.566895
	Iteration 48Q: 3 clusters Score -5550975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5550984.500000 Penalty: 5266.566895
	Iteration 49Q: 3 clusters Score -5550984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5550993.000000 Penalty: 5266.566895
	Iteration 50Q: 3 clusters Score -5550993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5551014.500000 Penalty: 5266.566895
	Iteration 51Q: 3 clusters Score -5551014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5551017.000000 Penalty: 5266.566895
	Iteration 52Q: 3 clusters Score -5551017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5551018.500000 Penalty: 5266.566895
	Iteration 53Q: 3 clusters Score -5551018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5551024.500000 Penalty: 5266.566895
	Iteration 54Q: 3 clusters Score -5551024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5551031.500000 Penalty: 5266.566895
	Iteration 55Q: 3 clusters Score -5551032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5551038.500000 Penalty: 5266.566895
	Iteration 56Q: 3 clusters Score -5551038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5551052.000000 Penalty: 5266.566895
	Iteration 57Q: 3 clusters Score -5551052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -5551058.000000 Penalty: 5266.566895
	Iteration 58Q: 3 clusters Score -5551058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5551066.500000 Penalty: 5266.566895
	Iteration 59Q: 3 clusters Score -5551066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5551060.500000 Penalty: 5266.566895
	Iteration 60F: 3 clusters Score -5551060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5551061.500000 Penalty: 5266.566895
	Iteration 61Q: 3 clusters Score -5551062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5551065.500000 Penalty: 5266.566895
	Iteration 62Q: 3 clusters Score -5551066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5551065.500000 Penalty: 5266.566895
	Iteration 63Q: 3 clusters Score -5551066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5551071.000000 Penalty: 5266.566895
	Iteration 64Q: 3 clusters Score -5551071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5551077.500000 Penalty: 5266.566895
	Iteration 65Q: 3 clusters Score -5551078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5551080.000000 Penalty: 5266.566895
	Iteration 66Q: 3 clusters Score -5551080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5551085.000000 Penalty: 5266.566895
	Iteration 67Q: 3 clusters Score -5551085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5551086.000000 Penalty: 5266.566895
	Iteration 68Q: 3 clusters Score -5551086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5551092.000000 Penalty: 5266.566895
	Iteration 69Q: 3 clusters Score -5551092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5551095.000000 Penalty: 5266.566895
	Iteration 70Q: 3 clusters Score -5551095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5551095.500000 Penalty: 5266.566895
	Iteration 71Q: 3 clusters Score -5551096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5551092.000000 Penalty: 5266.566895
	Iteration 72Q: 3 clusters Score -5551092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5551092.000000 Penalty: 5266.566895
	Iteration 73F: 3 clusters Score -5551092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Entering Unmasked Estep 
Score: -10082160.000000 Penalty: 2791.431641
	Iteration 0F: 2 clusters Score -1.008216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -10030558.000000 Penalty: 5582.863281
	Iteration 0F: 3 clusters Score -1.003056e+07 nChanged 36272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -10050581.000000 Penalty: 5582.863281
	Iteration 1F: 3 clusters Score -1.005058e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -10051111.000000 Penalty: 5582.863281
	Iteration 2Q: 3 clusters Score -1.005111e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -10051488.000000 Penalty: 5582.863281
	Iteration 3Q: 3 clusters Score -1.005149e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -10052125.000000 Penalty: 5582.863281
	Iteration 4Q: 3 clusters Score -1.005212e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -10052728.000000 Penalty: 5582.863281
	Iteration 5Q: 3 clusters Score -1.005273e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -10053646.000000 Penalty: 5582.863281
	Iteration 6Q: 3 clusters Score -1.005365e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -10055003.000000 Penalty: 5582.863281
	Iteration 7Q: 3 clusters Score -1.0055e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -10057647.000000 Penalty: 5582.863281
	Iteration 8F: 3 clusters Score -1.005765e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -10061862.000000 Penalty: 5582.863281
	Iteration 9F: 3 clusters Score -1.006186e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -10067832.000000 Penalty: 5582.863281
	Iteration 10F: 3 clusters Score -1.006783e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -10073683.000000 Penalty: 5582.863281
	Iteration 11F: 3 clusters Score -1.007368e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10077482.000000 Penalty: 5582.863281
	Iteration 12Q: 3 clusters Score -1.007748e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10078986.000000 Penalty: 5582.863281
	Iteration 13Q: 3 clusters Score -1.007899e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10079454.000000 Penalty: 5582.863281
	Iteration 14Q: 3 clusters Score -1.007945e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10079667.000000 Penalty: 5582.863281
	Iteration 15Q: 3 clusters Score -1.007967e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10079752.000000 Penalty: 5582.863281
	Iteration 16Q: 3 clusters Score -1.007975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10079810.000000 Penalty: 5582.863281
	Iteration 17Q: 3 clusters Score -1.007981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10079840.000000 Penalty: 5582.863281
	Iteration 18Q: 3 clusters Score -1.007984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10079847.000000 Penalty: 5582.863281
	Iteration 19Q: 3 clusters Score -1.007985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10079865.000000 Penalty: 5582.863281
	Iteration 20F: 3 clusters Score -1.007986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10079873.000000 Penalty: 5582.863281
	Iteration 21Q: 3 clusters Score -1.007987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10079875.000000 Penalty: 5582.863281
	Iteration 22Q: 3 clusters Score -1.007988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10079884.000000 Penalty: 5582.863281
	Iteration 23Q: 3 clusters Score -1.007988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10079888.000000 Penalty: 5582.863281
	Iteration 24Q: 3 clusters Score -1.007989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10079881.000000 Penalty: 5582.863281
	Iteration 25Q: 3 clusters Score -1.007988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10079881.000000 Penalty: 5582.863281
	Iteration 26F: 3 clusters Score -1.007988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -532885.562500 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -532885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -529105.250000 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -529105.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -529905.875000 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -529905.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -530083.937500 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -530083.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -530180.187500 Penalty: 4090.490967
	Iteration 3Q: 3 clusters Score -530180.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -530238.062500 Penalty: 4090.490967
	Iteration 4Q: 3 clusters Score -530238.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -530273.375000 Penalty: 4090.490967
	Iteration 5Q: 3 clusters Score -530273.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530302.375000 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -530302.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -530320.562500 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -530320.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -530341.437500 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -530341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -530357.312500 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -530357.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -530369.750000 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -530369.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -530381.125000 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -530381.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -530389.000000 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -530389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -530396.562500 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -530396.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -530404.062500 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -530404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -530411.000000 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -530411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -530416.687500 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -530416.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -530421.000000 Penalty: 4090.490967
	Iteration 17Q: 3 clusters Score -530421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -530424.687500 Penalty: 4090.490967
	Iteration 18Q: 3 clusters Score -530424.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -530428.000000 Penalty: 4090.490967
	Iteration 19Q: 3 clusters Score -530428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -530430.750000 Penalty: 4090.490967
	Iteration 20F: 3 clusters Score -530430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -530432.812500 Penalty: 4090.490967
	Iteration 21Q: 3 clusters Score -530432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -530434.875000 Penalty: 4090.490967
	Iteration 22Q: 3 clusters Score -530434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -530437.687500 Penalty: 4090.490967
	Iteration 23Q: 3 clusters Score -530437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -530439.125000 Penalty: 4090.490967
	Iteration 24Q: 3 clusters Score -530439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -530440.312500 Penalty: 4090.490967
	Iteration 25Q: 3 clusters Score -530440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -530440.312500 Penalty: 4090.490967
	Iteration 26F: 3 clusters Score -530440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -331536.343750 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -331536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -328603.593750 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -328603.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -330785.593750 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -330785.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -333761.062500 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -333761.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -336628.812500 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -336628.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -338914.812500 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -338914.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -339585.312500 Penalty: 3952.801270
	Iteration 5Q: 3 clusters Score -339585.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -339978.406250 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -339978.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -340064.187500 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -340064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -340068.531250 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -340068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -340079.343750 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -340079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -340082.125000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -340082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -340090.906250 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -340090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -340097.531250 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -340097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340099.437500 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -340099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340099.437500 Penalty: 3952.801270
	Iteration 14F: 3 clusters Score -340099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 189973 members 
Mstep: Class 2 contains 46476 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 253471 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 69991 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 12600 members 
Mstep: Class 14 contains 192637 members 
Mstep: Class 15 contains 40867 members 
Mstep: Class 16 contains 77325 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 138444 members 
Mstep: Class 22 contains 150249 members 
Mstep: Class 24 contains 6510 members 
Entering Unmasked Estep 
Score: -180276416.000000 Penalty: 70089.187500
Splitting cluster 18 changes total score from -180264448.000000 to -180276416.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 20 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -2143749.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -2143750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2132550.000000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -2132550 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2136186.500000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -2136186 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2136603.500000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -2136604 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2136995.000000 Penalty: 4786.822266
	Iteration 3F: 3 clusters Score -2136995 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2137443.500000 Penalty: 4786.822266
	Iteration 4F: 3 clusters Score -2137444 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2137932.500000 Penalty: 4786.822266
	Iteration 5F: 3 clusters Score -2137932 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2138536.750000 Penalty: 4786.822266
	Iteration 6F: 3 clusters Score -2138537 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2139265.000000 Penalty: 4786.822266
	Iteration 7F: 3 clusters Score -2139265 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2140017.000000 Penalty: 4786.822266
	Iteration 8F: 3 clusters Score -2140017 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2140626.250000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -2140626 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2141009.500000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -2141010 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2141237.750000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -2141238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2141385.750000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -2141386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2141474.750000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -2141475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2141522.250000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -2141522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2141575.500000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -2141576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2141599.750000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -2141600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2141616.250000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -2141616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2141629.500000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -2141630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2141635.250000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -2141635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2141642.750000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -2141643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2141655.250000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -2141655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2141662.000000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -2141662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2141662.750000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -2141663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2141672.250000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -2141672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2141675.000000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -2141675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2141675.500000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -2141676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2141675.000000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -2141675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2141677.500000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -2141678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2141677.500000 Penalty: 4786.822266
	Iteration 29F: 3 clusters Score -2141678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138444 members 
Entering Unmasked Estep 
Score: -18422758.000000 Penalty: 2935.878906
	Iteration 0F: 2 clusters Score -1.842276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -18330412.000000 Penalty: 5871.757812
	Iteration 0F: 3 clusters Score -1.833041e+07 nChanged 66344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -18369056.000000 Penalty: 5871.757812
	Iteration 1F: 3 clusters Score -1.836906e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -18370614.000000 Penalty: 5871.757812
	Iteration 2Q: 3 clusters Score -1.837061e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -18373176.000000 Penalty: 5871.757812
	Iteration 3Q: 3 clusters Score -1.837318e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -18376664.000000 Penalty: 5871.757812
	Iteration 4Q: 3 clusters Score -1.837666e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -18380744.000000 Penalty: 5871.757812
	Iteration 5F: 3 clusters Score -1.838074e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -18385146.000000 Penalty: 5871.757812
	Iteration 6F: 3 clusters Score -1.838515e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -18389458.000000 Penalty: 5871.757812
	Iteration 7F: 3 clusters Score -1.838946e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -18393956.000000 Penalty: 5871.757812
	Iteration 8F: 3 clusters Score -1.839396e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -18397594.000000 Penalty: 5871.757812
	Iteration 9F: 3 clusters Score -1.839759e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -18400060.000000 Penalty: 5871.757812
	Iteration 10Q: 3 clusters Score -1.840006e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -18401326.000000 Penalty: 5871.757812
	Iteration 11Q: 3 clusters Score -1.840133e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -18402052.000000 Penalty: 5871.757812
	Iteration 12Q: 3 clusters Score -1.840205e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -18402498.000000 Penalty: 5871.757812
	Iteration 13Q: 3 clusters Score -1.84025e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -18402700.000000 Penalty: 5871.757812
	Iteration 14Q: 3 clusters Score -1.84027e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -18402798.000000 Penalty: 5871.757812
	Iteration 15Q: 3 clusters Score -1.84028e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -18403094.000000 Penalty: 5871.757812
	Iteration 16Q: 3 clusters Score -1.840309e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -18403326.000000 Penalty: 5871.757812
	Iteration 17Q: 3 clusters Score -1.840333e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -18403570.000000 Penalty: 5871.757812
	Iteration 18Q: 3 clusters Score -1.840357e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -18403794.000000 Penalty: 5871.757812
	Iteration 19Q: 3 clusters Score -1.840379e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -18404052.000000 Penalty: 5871.757812
	Iteration 20F: 3 clusters Score -1.840405e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -18404266.000000 Penalty: 5871.757812
	Iteration 21Q: 3 clusters Score -1.840427e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -18404476.000000 Penalty: 5871.757812
	Iteration 22Q: 3 clusters Score -1.840448e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -18404630.000000 Penalty: 5871.757812
	Iteration 23Q: 3 clusters Score -1.840463e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -18404868.000000 Penalty: 5871.757812
	Iteration 24Q: 3 clusters Score -1.840487e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -18405136.000000 Penalty: 5871.757812
	Iteration 25Q: 3 clusters Score -1.840514e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -18405232.000000 Penalty: 5871.757812
	Iteration 26Q: 3 clusters Score -1.840523e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -18405394.000000 Penalty: 5871.757812
	Iteration 27Q: 3 clusters Score -1.840539e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -18405520.000000 Penalty: 5871.757812
	Iteration 28Q: 3 clusters Score -1.840552e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -18405862.000000 Penalty: 5871.757812
	Iteration 29Q: 3 clusters Score -1.840586e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -18405940.000000 Penalty: 5871.757812
	Iteration 30Q: 3 clusters Score -1.840594e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -18406146.000000 Penalty: 5871.757812
	Iteration 31Q: 3 clusters Score -1.840615e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -18406326.000000 Penalty: 5871.757812
	Iteration 32Q: 3 clusters Score -1.840633e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -18406474.000000 Penalty: 5871.757812
	Iteration 33Q: 3 clusters Score -1.840647e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -18406598.000000 Penalty: 5871.757812
	Iteration 34Q: 3 clusters Score -1.84066e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -18406640.000000 Penalty: 5871.757812
	Iteration 35Q: 3 clusters Score -1.840664e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -18406756.000000 Penalty: 5871.757812
	Iteration 36Q: 3 clusters Score -1.840676e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -18406898.000000 Penalty: 5871.757812
	Iteration 37Q: 3 clusters Score -1.84069e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -18406912.000000 Penalty: 5871.757812
	Iteration 38Q: 3 clusters Score -1.840691e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -18406994.000000 Penalty: 5871.757812
	Iteration 39Q: 3 clusters Score -1.840699e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -18407002.000000 Penalty: 5871.757812
	Iteration 40F: 3 clusters Score -1.8407e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -18407110.000000 Penalty: 5871.757812
	Iteration 41Q: 3 clusters Score -1.840711e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -18407132.000000 Penalty: 5871.757812
	Iteration 42Q: 3 clusters Score -1.840713e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -18407170.000000 Penalty: 5871.757812
	Iteration 43Q: 3 clusters Score -1.840717e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -18407168.000000 Penalty: 5871.757812
	Iteration 44Q: 3 clusters Score -1.840717e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -18407178.000000 Penalty: 5871.757812
	Iteration 45Q: 3 clusters Score -1.840718e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -18407198.000000 Penalty: 5871.757812
	Iteration 46Q: 3 clusters Score -1.84072e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -18407202.000000 Penalty: 5871.757812
	Iteration 47Q: 3 clusters Score -1.84072e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -18407300.000000 Penalty: 5871.757812
	Iteration 48Q: 3 clusters Score -1.84073e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -18407316.000000 Penalty: 5871.757812
	Iteration 49Q: 3 clusters Score -1.840732e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -18407276.000000 Penalty: 5871.757812
	Iteration 50Q: 3 clusters Score -1.840728e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -18407266.000000 Penalty: 5871.757812
	Iteration 51Q: 3 clusters Score -1.840727e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -18407264.000000 Penalty: 5871.757812
	Iteration 52Q: 3 clusters Score -1.840726e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -18407280.000000 Penalty: 5871.757812
	Iteration 53Q: 3 clusters Score -1.840728e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -18407250.000000 Penalty: 5871.757812
	Iteration 54Q: 3 clusters Score -1.840725e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -18407258.000000 Penalty: 5871.757812
	Iteration 55Q: 3 clusters Score -1.840726e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -18407324.000000 Penalty: 5871.757812
	Iteration 56Q: 3 clusters Score -1.840732e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -18407322.000000 Penalty: 5871.757812
	Iteration 57Q: 3 clusters Score -1.840732e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -18407346.000000 Penalty: 5871.757812
	Iteration 58Q: 3 clusters Score -1.840735e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -18407354.000000 Penalty: 5871.757812
	Iteration 59Q: 3 clusters Score -1.840735e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -18407388.000000 Penalty: 5871.757812
	Iteration 60F: 3 clusters Score -1.840739e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -18407412.000000 Penalty: 5871.757812
	Iteration 61Q: 3 clusters Score -1.840741e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -18407428.000000 Penalty: 5871.757812
	Iteration 62Q: 3 clusters Score -1.840743e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -18407466.000000 Penalty: 5871.757812
	Iteration 63Q: 3 clusters Score -1.840747e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -18407474.000000 Penalty: 5871.757812
	Iteration 64Q: 3 clusters Score -1.840747e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -18407496.000000 Penalty: 5871.757812
	Iteration 65Q: 3 clusters Score -1.84075e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -18407540.000000 Penalty: 5871.757812
	Iteration 66Q: 3 clusters Score -1.840754e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -18407574.000000 Penalty: 5871.757812
	Iteration 67Q: 3 clusters Score -1.840757e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -18407610.000000 Penalty: 5871.757812
	Iteration 68Q: 3 clusters Score -1.840761e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -18407618.000000 Penalty: 5871.757812
	Iteration 69Q: 3 clusters Score -1.840762e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -18407586.000000 Penalty: 5871.757812
	Iteration 70Q: 3 clusters Score -1.840759e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -18407590.000000 Penalty: 5871.757812
	Iteration 71Q: 3 clusters Score -1.840759e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -18407612.000000 Penalty: 5871.757812
	Iteration 72Q: 3 clusters Score -1.840761e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -18407670.000000 Penalty: 5871.757812
	Iteration 73Q: 3 clusters Score -1.840767e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -18407702.000000 Penalty: 5871.757812
	Iteration 74Q: 3 clusters Score -1.84077e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -18407772.000000 Penalty: 5871.757812
	Iteration 75Q: 3 clusters Score -1.840777e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -18407848.000000 Penalty: 5871.757812
	Iteration 76Q: 3 clusters Score -1.840785e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -18407898.000000 Penalty: 5871.757812
	Iteration 77Q: 3 clusters Score -1.84079e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -18407958.000000 Penalty: 5871.757812
	Iteration 78Q: 3 clusters Score -1.840796e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -18407976.000000 Penalty: 5871.757812
	Iteration 79Q: 3 clusters Score -1.840798e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -18407982.000000 Penalty: 5871.757812
	Iteration 80F: 3 clusters Score -1.840798e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -18408014.000000 Penalty: 5871.757812
	Iteration 81Q: 3 clusters Score -1.840801e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -18408040.000000 Penalty: 5871.757812
	Iteration 82Q: 3 clusters Score -1.840804e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -18408120.000000 Penalty: 5871.757812
	Iteration 83Q: 3 clusters Score -1.840812e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -18408184.000000 Penalty: 5871.757812
	Iteration 84Q: 3 clusters Score -1.840818e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -18408260.000000 Penalty: 5871.757812
	Iteration 85Q: 3 clusters Score -1.840826e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -18408330.000000 Penalty: 5871.757812
	Iteration 86Q: 3 clusters Score -1.840833e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -18408428.000000 Penalty: 5871.757812
	Iteration 87Q: 3 clusters Score -1.840843e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -18408560.000000 Penalty: 5871.757812
	Iteration 88Q: 3 clusters Score -1.840856e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -18408766.000000 Penalty: 5871.757812
	Iteration 89Q: 3 clusters Score -1.840877e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -18408846.000000 Penalty: 5871.757812
	Iteration 90Q: 3 clusters Score -1.840885e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -18409000.000000 Penalty: 5871.757812
	Iteration 91Q: 3 clusters Score -1.8409e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -18409204.000000 Penalty: 5871.757812
	Iteration 92Q: 3 clusters Score -1.84092e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -18409328.000000 Penalty: 5871.757812
	Iteration 93Q: 3 clusters Score -1.840933e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -18409538.000000 Penalty: 5871.757812
	Iteration 94Q: 3 clusters Score -1.840954e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -18409726.000000 Penalty: 5871.757812
	Iteration 95Q: 3 clusters Score -1.840973e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -18409956.000000 Penalty: 5871.757812
	Iteration 96Q: 3 clusters Score -1.840996e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -18410338.000000 Penalty: 5871.757812
	Iteration 97Q: 3 clusters Score -1.841034e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -18410584.000000 Penalty: 5871.757812
	Iteration 98Q: 3 clusters Score -1.841058e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -18410780.000000 Penalty: 5871.757812
	Iteration 99Q: 3 clusters Score -1.841078e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -18411024.000000 Penalty: 5871.757812
	Iteration 100F: 3 clusters Score -1.841102e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -18411370.000000 Penalty: 5871.757812
	Iteration 101Q: 3 clusters Score -1.841137e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -18411682.000000 Penalty: 5871.757812
	Iteration 102Q: 3 clusters Score -1.841168e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -18412140.000000 Penalty: 5871.757812
	Iteration 103Q: 3 clusters Score -1.841214e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -18412612.000000 Penalty: 5871.757812
	Iteration 104Q: 3 clusters Score -1.841261e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -18413214.000000 Penalty: 5871.757812
	Iteration 105Q: 3 clusters Score -1.841321e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -18413940.000000 Penalty: 5871.757812
	Iteration 106Q: 3 clusters Score -1.841394e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -18414810.000000 Penalty: 5871.757812
	Iteration 107Q: 3 clusters Score -1.841481e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -18415516.000000 Penalty: 5871.757812
	Iteration 108Q: 3 clusters Score -1.841552e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -18416338.000000 Penalty: 5871.757812
	Iteration 109Q: 3 clusters Score -1.841634e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -18417424.000000 Penalty: 5871.757812
	Iteration 110Q: 3 clusters Score -1.841742e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -18418274.000000 Penalty: 5871.757812
	Iteration 111Q: 3 clusters Score -1.841827e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -18419022.000000 Penalty: 5871.757812
	Iteration 112Q: 3 clusters Score -1.841902e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120728 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -18419690.000000 Penalty: 5871.757812
	Iteration 113Q: 3 clusters Score -1.841969e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121791 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -18420240.000000 Penalty: 5871.757812
	Iteration 114Q: 3 clusters Score -1.842024e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122675 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -18420598.000000 Penalty: 5871.757812
	Iteration 115Q: 3 clusters Score -1.84206e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -18420962.000000 Penalty: 5871.757812
	Iteration 116Q: 3 clusters Score -1.842096e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -18421172.000000 Penalty: 5871.757812
	Iteration 117Q: 3 clusters Score -1.842117e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -18421356.000000 Penalty: 5871.757812
	Iteration 118Q: 3 clusters Score -1.842136e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -18421466.000000 Penalty: 5871.757812
	Iteration 119Q: 3 clusters Score -1.842147e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125739 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -18421520.000000 Penalty: 5871.757812
	Iteration 120F: 3 clusters Score -1.842152e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -18421610.000000 Penalty: 5871.757812
	Iteration 121Q: 3 clusters Score -1.842161e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126592 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -18421724.000000 Penalty: 5871.757812
	Iteration 122Q: 3 clusters Score -1.842172e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -18421814.000000 Penalty: 5871.757812
	Iteration 123Q: 3 clusters Score -1.842181e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127290 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -18421828.000000 Penalty: 5871.757812
	Iteration 124Q: 3 clusters Score -1.842183e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -18421896.000000 Penalty: 5871.757812
	Iteration 125Q: 3 clusters Score -1.84219e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -18421932.000000 Penalty: 5871.757812
	Iteration 126Q: 3 clusters Score -1.842193e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -18421952.000000 Penalty: 5871.757812
	Iteration 127Q: 3 clusters Score -1.842195e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -18421956.000000 Penalty: 5871.757812
	Iteration 128Q: 3 clusters Score -1.842196e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128673 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -18421994.000000 Penalty: 5871.757812
	Iteration 129Q: 3 clusters Score -1.842199e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -18422036.000000 Penalty: 5871.757812
	Iteration 130Q: 3 clusters Score -1.842204e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -18422084.000000 Penalty: 5871.757812
	Iteration 131Q: 3 clusters Score -1.842208e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -18422134.000000 Penalty: 5871.757812
	Iteration 132Q: 3 clusters Score -1.842213e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -18422138.000000 Penalty: 5871.757812
	Iteration 133Q: 3 clusters Score -1.842214e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -18422138.000000 Penalty: 5871.757812
	Iteration 134Q: 3 clusters Score -1.842214e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -18422184.000000 Penalty: 5871.757812
	Iteration 135Q: 3 clusters Score -1.842218e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -18422176.000000 Penalty: 5871.757812
	Iteration 136Q: 3 clusters Score -1.842218e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -18422208.000000 Penalty: 5871.757812
	Iteration 137Q: 3 clusters Score -1.842221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -18422210.000000 Penalty: 5871.757812
	Iteration 138Q: 3 clusters Score -1.842221e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129925 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -18422208.000000 Penalty: 5871.757812
	Iteration 139Q: 3 clusters Score -1.842221e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129998 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -18422244.000000 Penalty: 5871.757812
	Iteration 140F: 3 clusters Score -1.842224e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -18422266.000000 Penalty: 5871.757812
	Iteration 141Q: 3 clusters Score -1.842227e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -18422292.000000 Penalty: 5871.757812
	Iteration 142Q: 3 clusters Score -1.842229e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -18422282.000000 Penalty: 5871.757812
	Iteration 143Q: 3 clusters Score -1.842228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -18422330.000000 Penalty: 5871.757812
	Iteration 144Q: 3 clusters Score -1.842233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -18422334.000000 Penalty: 5871.757812
	Iteration 145Q: 3 clusters Score -1.842233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -18422342.000000 Penalty: 5871.757812
	Iteration 146Q: 3 clusters Score -1.842234e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130384 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -18422342.000000 Penalty: 5871.757812
	Iteration 147Q: 3 clusters Score -1.842234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -18422334.000000 Penalty: 5871.757812
	Iteration 148Q: 3 clusters Score -1.842233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -18422340.000000 Penalty: 5871.757812
	Iteration 149Q: 3 clusters Score -1.842234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -18422324.000000 Penalty: 5871.757812
	Iteration 150Q: 3 clusters Score -1.842232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -18422338.000000 Penalty: 5871.757812
	Iteration 151Q: 3 clusters Score -1.842234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -18422326.000000 Penalty: 5871.757812
	Iteration 152Q: 3 clusters Score -1.842233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -18422326.000000 Penalty: 5871.757812
	Iteration 153Q: 3 clusters Score -1.842233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -18422328.000000 Penalty: 5871.757812
	Iteration 154Q: 3 clusters Score -1.842233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130629 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -18422336.000000 Penalty: 5871.757812
	Iteration 155Q: 3 clusters Score -1.842234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -18422328.000000 Penalty: 5871.757812
	Iteration 156Q: 3 clusters Score -1.842233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -18422336.000000 Penalty: 5871.757812
	Iteration 157Q: 3 clusters Score -1.842234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -18422346.000000 Penalty: 5871.757812
	Iteration 158Q: 3 clusters Score -1.842235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -18422322.000000 Penalty: 5871.757812
	Iteration 159Q: 3 clusters Score -1.842232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130691 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18422316.000000 Penalty: 5871.757812
	Iteration 160F: 3 clusters Score -1.842232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130695 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -18422318.000000 Penalty: 5871.757812
	Iteration 161Q: 3 clusters Score -1.842232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130696 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -18422320.000000 Penalty: 5871.757812
	Iteration 162Q: 3 clusters Score -1.842232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -18422320.000000 Penalty: 5871.757812
	Iteration 163Q: 3 clusters Score -1.842232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -18422320.000000 Penalty: 5871.757812
	Iteration 164F: 3 clusters Score -1.842232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Entering Unmasked Estep 
Score: -20290574.000000 Penalty: 2956.172363
	Iteration 0F: 2 clusters Score -2.029057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -20190462.000000 Penalty: 5912.344727
	Iteration 0F: 3 clusters Score -2.019046e+07 nChanged 71754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -20232256.000000 Penalty: 5912.344727
	Iteration 1F: 3 clusters Score -2.023226e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -20233150.000000 Penalty: 5912.344727
	Iteration 2Q: 3 clusters Score -2.023315e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -20234266.000000 Penalty: 5912.344727
	Iteration 3Q: 3 clusters Score -2.023427e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -20235502.000000 Penalty: 5912.344727
	Iteration 4Q: 3 clusters Score -2.02355e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -20237844.000000 Penalty: 5912.344727
	Iteration 5Q: 3 clusters Score -2.023784e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -20241742.000000 Penalty: 5912.344727
	Iteration 6F: 3 clusters Score -2.024174e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -20248610.000000 Penalty: 5912.344727
	Iteration 7F: 3 clusters Score -2.024861e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -20258582.000000 Penalty: 5912.344727
	Iteration 8F: 3 clusters Score -2.025858e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -20269126.000000 Penalty: 5912.344727
	Iteration 9F: 3 clusters Score -2.026913e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -20277040.000000 Penalty: 5912.344727
	Iteration 10F: 3 clusters Score -2.027704e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -20281394.000000 Penalty: 5912.344727
	Iteration 11Q: 3 clusters Score -2.028139e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 142797 members 
Entering Unmasked Estep 
Score: -20283740.000000 Penalty: 5912.344727
	Iteration 12Q: 3 clusters Score -2.028374e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -20285144.000000 Penalty: 5912.344727
	Iteration 13Q: 3 clusters Score -2.028514e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 145927 members 
Entering Unmasked Estep 
Score: -20286060.000000 Penalty: 5912.344727
	Iteration 14Q: 3 clusters Score -2.028606e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -20286610.000000 Penalty: 5912.344727
	Iteration 15Q: 3 clusters Score -2.028661e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -20286994.000000 Penalty: 5912.344727
	Iteration 16Q: 3 clusters Score -2.028699e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -20287250.000000 Penalty: 5912.344727
	Iteration 17Q: 3 clusters Score -2.028725e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -20287412.000000 Penalty: 5912.344727
	Iteration 18Q: 3 clusters Score -2.028741e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -20287598.000000 Penalty: 5912.344727
	Iteration 19Q: 3 clusters Score -2.02876e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 148788 members 
Entering Unmasked Estep 
Score: -20287688.000000 Penalty: 5912.344727
	Iteration 20F: 3 clusters Score -2.028769e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -20287790.000000 Penalty: 5912.344727
	Iteration 21Q: 3 clusters Score -2.028779e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -20287870.000000 Penalty: 5912.344727
	Iteration 22Q: 3 clusters Score -2.028787e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -20287922.000000 Penalty: 5912.344727
	Iteration 23Q: 3 clusters Score -2.028792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -20287974.000000 Penalty: 5912.344727
	Iteration 24Q: 3 clusters Score -2.028797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -20288000.000000 Penalty: 5912.344727
	Iteration 25Q: 3 clusters Score -2.0288e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 149319 members 
Entering Unmasked Estep 
Score: -20288026.000000 Penalty: 5912.344727
	Iteration 26Q: 3 clusters Score -2.028803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -20288042.000000 Penalty: 5912.344727
	Iteration 27Q: 3 clusters Score -2.028804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 149398 members 
Entering Unmasked Estep 
Score: -20288060.000000 Penalty: 5912.344727
	Iteration 28Q: 3 clusters Score -2.028806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 149420 members 
Entering Unmasked Estep 
Score: -20288090.000000 Penalty: 5912.344727
	Iteration 29Q: 3 clusters Score -2.028809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -20288096.000000 Penalty: 5912.344727
	Iteration 30Q: 3 clusters Score -2.02881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -20288112.000000 Penalty: 5912.344727
	Iteration 31Q: 3 clusters Score -2.028811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 149475 members 
Entering Unmasked Estep 
Score: -20288118.000000 Penalty: 5912.344727
	Iteration 32Q: 3 clusters Score -2.028812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 149491 members 
Entering Unmasked Estep 
Score: -20288142.000000 Penalty: 5912.344727
	Iteration 33Q: 3 clusters Score -2.028814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -20288144.000000 Penalty: 5912.344727
	Iteration 34Q: 3 clusters Score -2.028814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 149513 members 
Entering Unmasked Estep 
Score: -20288156.000000 Penalty: 5912.344727
	Iteration 35Q: 3 clusters Score -2.028816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -20288140.000000 Penalty: 5912.344727
	Iteration 36Q: 3 clusters Score -2.028814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -20288152.000000 Penalty: 5912.344727
	Iteration 37Q: 3 clusters Score -2.028815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -20288142.000000 Penalty: 5912.344727
	Iteration 38Q: 3 clusters Score -2.028814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -20288154.000000 Penalty: 5912.344727
	Iteration 39Q: 3 clusters Score -2.028815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -20288156.000000 Penalty: 5912.344727
	Iteration 40F: 3 clusters Score -2.028816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149544 members 
Entering Unmasked Estep 
Score: -20288148.000000 Penalty: 5912.344727
	Iteration 41Q: 3 clusters Score -2.028815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -20288172.000000 Penalty: 5912.344727
	Iteration 42Q: 3 clusters Score -2.028817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -20288176.000000 Penalty: 5912.344727
	Iteration 43Q: 3 clusters Score -2.028818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -20288180.000000 Penalty: 5912.344727
	Iteration 44Q: 3 clusters Score -2.028818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -20288180.000000 Penalty: 5912.344727
	Iteration 45Q: 3 clusters Score -2.028818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -20288170.000000 Penalty: 5912.344727
	Iteration 46Q: 3 clusters Score -2.028817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -20288168.000000 Penalty: 5912.344727
	Iteration 47Q: 3 clusters Score -2.028817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -20288158.000000 Penalty: 5912.344727
	Iteration 48Q: 3 clusters Score -2.028816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -20288166.000000 Penalty: 5912.344727
	Iteration 49Q: 3 clusters Score -2.028817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -20288176.000000 Penalty: 5912.344727
	Iteration 50Q: 3 clusters Score -2.028818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -20288180.000000 Penalty: 5912.344727
	Iteration 51Q: 3 clusters Score -2.028818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -20288178.000000 Penalty: 5912.344727
	Iteration 52Q: 3 clusters Score -2.028818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -20288194.000000 Penalty: 5912.344727
	Iteration 53Q: 3 clusters Score -2.028819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -20288196.000000 Penalty: 5912.344727
	Iteration 54Q: 3 clusters Score -2.02882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -20288196.000000 Penalty: 5912.344727
	Iteration 55F: 3 clusters Score -2.02882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -831602.875000 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -831602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -826182.812500 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -826182.8 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -827625.875000 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -827625.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -828053.062500 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -828053.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -828410.875000 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -828410.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -828759.812500 Penalty: 4355.422852
	Iteration 4F: 3 clusters Score -828759.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -829050.187500 Penalty: 4355.422852
	Iteration 5F: 3 clusters Score -829050.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -829258.937500 Penalty: 4355.422852
	Iteration 6F: 3 clusters Score -829258.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -829411.250000 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -829411.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -829557.625000 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -829557.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -829680.187500 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -829680.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -829789.187500 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -829789.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -829872.937500 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -829872.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -829931.062500 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -829931.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -829977.000000 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -829977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -830020.250000 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -830020.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -830062.250000 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -830062.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -830088.500000 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -830088.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -830120.000000 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -830120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -830133.937500 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -830133.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -830147.437500 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -830147.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -830160.125000 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -830160.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -830170.687500 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -830170.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -830182.250000 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -830182.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -830198.687500 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -830198.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -830206.375000 Penalty: 4355.422852
	Iteration 24Q: 3 clusters Score -830206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -830218.187500 Penalty: 4355.422852
	Iteration 25Q: 3 clusters Score -830218.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -830231.125000 Penalty: 4355.422852
	Iteration 26Q: 3 clusters Score -830231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -830241.062500 Penalty: 4355.422852
	Iteration 27Q: 3 clusters Score -830241.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -830253.875000 Penalty: 4355.422852
	Iteration 28Q: 3 clusters Score -830253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -830259.562500 Penalty: 4355.422852
	Iteration 29Q: 3 clusters Score -830259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -830265.937500 Penalty: 4355.422852
	Iteration 30Q: 3 clusters Score -830265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -830267.062500 Penalty: 4355.422852
	Iteration 31Q: 3 clusters Score -830267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -830270.812500 Penalty: 4355.422852
	Iteration 32Q: 3 clusters Score -830270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -830275.375000 Penalty: 4355.422852
	Iteration 33Q: 3 clusters Score -830275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -830276.562500 Penalty: 4355.422852
	Iteration 34Q: 3 clusters Score -830276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -830277.812500 Penalty: 4355.422852
	Iteration 35Q: 3 clusters Score -830277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -830276.875000 Penalty: 4355.422852
	Iteration 36Q: 3 clusters Score -830276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -830277.687500 Penalty: 4355.422852
	Iteration 37Q: 3 clusters Score -830277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -830279.250000 Penalty: 4355.422852
	Iteration 38Q: 3 clusters Score -830279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -830279.250000 Penalty: 4355.422852
	Iteration 39F: 3 clusters Score -830279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 46476 members 
Mstep: Class 4 contains 253471 members 
Mstep: Class 6 contains 69991 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 12600 members 
Mstep: Class 14 contains 192637 members 
Mstep: Class 15 contains 40867 members 
Mstep: Class 16 contains 77325 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 138444 members 
Mstep: Class 22 contains 150249 members 
Mstep: Class 24 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180278976.000000 Penalty: 70089.187500
Iteration 39Q: 21 clusters Score -1.80279e+08 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 46569 members 
Mstep: Class 3 contains 2286 members 
Mstep: Class 4 contains 252715 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 71267 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 10 contains 157563 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 324 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 192644 members 
Mstep: Class 15 contains 41105 members 
Mstep: Class 16 contains 76622 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 20 contains 15695 members 
Mstep: Class 21 contains 136899 members 
Mstep: Class 22 contains 149314 members 
Mstep: Class 24 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294960.000000 Penalty: 70089.187500
Iteration 40F: 21 clusters Score -1.80295e+08 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 190210 members 
Mstep: Class 2 contains 46367 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 250889 members 
Mstep: Class 5 contains 1590 members 
Mstep: Class 6 contains 72514 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 12475 members 
Mstep: Class 14 contains 192048 members 
Mstep: Class 15 contains 41186 members 
Mstep: Class 16 contains 75845 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 20 contains 16082 members 
Mstep: Class 21 contains 135017 members 
Mstep: Class 22 contains 147912 members 
Mstep: Class 24 contains 6282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297888.000000 Penalty: 70089.187500
Iteration 41Q: 21 clusters Score -1.802979e+08 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 46252 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 249564 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 73696 members 
Mstep: Class 8 contains 8748 members 
Mstep: Class 10 contains 162922 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 414 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 191436 members 
Mstep: Class 15 contains 41262 members 
Mstep: Class 16 contains 75074 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 20 contains 16430 members 
Mstep: Class 21 contains 133400 members 
Mstep: Class 22 contains 146698 members 
Mstep: Class 24 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180299408.000000 Penalty: 70089.187500
Iteration 42Q: 21 clusters Score -1.802994e+08 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 192552 members 
Mstep: Class 2 contains 46151 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 248376 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 74856 members 
Mstep: Class 8 contains 9267 members 
Mstep: Class 10 contains 164791 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 12366 members 
Mstep: Class 14 contains 190772 members 
Mstep: Class 15 contains 41341 members 
Mstep: Class 16 contains 74346 members 
Mstep: Class 17 contains 3678 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 20 contains 16812 members 
Mstep: Class 21 contains 132079 members 
Mstep: Class 22 contains 145862 members 
Mstep: Class 24 contains 6112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300912.000000 Penalty: 70089.187500
Iteration 43Q: 21 clusters Score -1.803009e+08 nChanged 16628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 46102 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 247495 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 75981 members 
Mstep: Class 8 contains 9862 members 
Mstep: Class 10 contains 165908 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 190101 members 
Mstep: Class 15 contains 41419 members 
Mstep: Class 16 contains 73723 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 1291 members 
Mstep: Class 20 contains 17204 members 
Mstep: Class 21 contains 131124 members 
Mstep: Class 22 contains 145229 members 
Mstep: Class 24 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302000.000000 Penalty: 70089.187500
Iteration 44Q: 21 clusters Score -1.80302e+08 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193625 members 
Mstep: Class 2 contains 46045 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 246756 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 77099 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 10 contains 166456 members 
Mstep: Class 11 contains 5359 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 189624 members 
Mstep: Class 15 contains 41473 members 
Mstep: Class 16 contains 73177 members 
Mstep: Class 17 contains 3597 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 20 contains 17571 members 
Mstep: Class 21 contains 130363 members 
Mstep: Class 22 contains 144779 members 
Mstep: Class 24 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302752.000000 Penalty: 70089.187500
Iteration 45Q: 21 clusters Score -1.803028e+08 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193732 members 
Mstep: Class 2 contains 46030 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 246114 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 78163 members 
Mstep: Class 8 contains 11247 members 
Mstep: Class 10 contains 166585 members 
Mstep: Class 11 contains 5341 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 189295 members 
Mstep: Class 15 contains 41513 members 
Mstep: Class 16 contains 72705 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 20 contains 17964 members 
Mstep: Class 21 contains 129701 members 
Mstep: Class 22 contains 144589 members 
Mstep: Class 24 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304240.000000 Penalty: 70089.187500
Iteration 46Q: 21 clusters Score -1.803042e+08 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193718 members 
Mstep: Class 2 contains 46032 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 245665 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 79201 members 
Mstep: Class 8 contains 12009 members 
Mstep: Class 10 contains 166297 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 12353 members 
Mstep: Class 14 contains 189031 members 
Mstep: Class 15 contains 41579 members 
Mstep: Class 16 contains 72287 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 20 contains 18325 members 
Mstep: Class 21 contains 129027 members 
Mstep: Class 22 contains 144609 members 
Mstep: Class 24 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306224.000000 Penalty: 70089.187500
Iteration 47Q: 21 clusters Score -1.803062e+08 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193484 members 
Mstep: Class 2 contains 46009 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 245338 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 80254 members 
Mstep: Class 8 contains 12892 members 
Mstep: Class 10 contains 165701 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 12353 members 
Mstep: Class 14 contains 188918 members 
Mstep: Class 15 contains 41589 members 
Mstep: Class 16 contains 71919 members 
Mstep: Class 17 contains 3434 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 20 contains 18674 members 
Mstep: Class 21 contains 128364 members 
Mstep: Class 22 contains 144771 members 
Mstep: Class 24 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306352.000000 Penalty: 70089.187500
Iteration 48Q: 21 clusters Score -1.803064e+08 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 193092 members 
Mstep: Class 2 contains 45938 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 245022 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 81271 members 
Mstep: Class 8 contains 13901 members 
Mstep: Class 10 contains 164795 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 12394 members 
Mstep: Class 14 contains 188989 members 
Mstep: Class 15 contains 41627 members 
Mstep: Class 16 contains 71581 members 
Mstep: Class 17 contains 3376 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 127636 members 
Mstep: Class 22 contains 145156 members 
Mstep: Class 24 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180308096.000000 Penalty: 70089.187500
Iteration 49Q: 21 clusters Score -1.803081e+08 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 192581 members 
Mstep: Class 2 contains 45890 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 244707 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 82175 members 
Mstep: Class 8 contains 14945 members 
Mstep: Class 10 contains 163850 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 12426 members 
Mstep: Class 14 contains 189116 members 
Mstep: Class 15 contains 41698 members 
Mstep: Class 16 contains 71253 members 
Mstep: Class 17 contains 3329 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 126819 members 
Mstep: Class 22 contains 145661 members 
Mstep: Class 24 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180309360.000000 Penalty: 70089.187500
Iteration 50Q: 21 clusters Score -1.803094e+08 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 45858 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 244412 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 83068 members 
Mstep: Class 8 contains 16049 members 
Mstep: Class 10 contains 162757 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 12470 members 
Mstep: Class 14 contains 189204 members 
Mstep: Class 15 contains 41793 members 
Mstep: Class 16 contains 70945 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 19758 members 
Mstep: Class 21 contains 125898 members 
Mstep: Class 22 contains 146290 members 
Mstep: Class 24 contains 5626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311328.000000 Penalty: 70089.187500
Iteration 51Q: 21 clusters Score -1.803113e+08 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 45822 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 244136 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 83922 members 
Mstep: Class 8 contains 17255 members 
Mstep: Class 10 contains 161656 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 12530 members 
Mstep: Class 14 contains 189261 members 
Mstep: Class 15 contains 41868 members 
Mstep: Class 16 contains 70679 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 20120 members 
Mstep: Class 21 contains 124885 members 
Mstep: Class 22 contains 147050 members 
Mstep: Class 24 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311936.000000 Penalty: 70089.187500
Iteration 52Q: 21 clusters Score -1.803119e+08 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 190747 members 
Mstep: Class 2 contains 45797 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 243818 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 84748 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 10 contains 160462 members 
Mstep: Class 11 contains 5305 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12599 members 
Mstep: Class 14 contains 189287 members 
Mstep: Class 15 contains 41895 members 
Mstep: Class 16 contains 70479 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 20531 members 
Mstep: Class 21 contains 123765 members 
Mstep: Class 22 contains 147918 members 
Mstep: Class 24 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180312240.000000 Penalty: 70089.187500
Iteration 53Q: 21 clusters Score -1.803122e+08 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 189974 members 
Mstep: Class 2 contains 45758 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 243630 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 85506 members 
Mstep: Class 8 contains 20060 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 5303 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12669 members 
Mstep: Class 14 contains 189247 members 
Mstep: Class 15 contains 41916 members 
Mstep: Class 16 contains 70273 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 122650 members 
Mstep: Class 22 contains 148803 members 
Mstep: Class 24 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180312848.000000 Penalty: 70089.187500
Iteration 54Q: 21 clusters Score -1.803128e+08 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 189227 members 
Mstep: Class 2 contains 45718 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 243355 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 86237 members 
Mstep: Class 8 contains 21566 members 
Mstep: Class 10 contains 158207 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12718 members 
Mstep: Class 14 contains 189154 members 
Mstep: Class 15 contains 41930 members 
Mstep: Class 16 contains 70111 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 21262 members 
Mstep: Class 21 contains 121581 members 
Mstep: Class 22 contains 149730 members 
Mstep: Class 24 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180313728.000000 Penalty: 70089.187500
Iteration 55Q: 21 clusters Score -1.803137e+08 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188464 members 
Mstep: Class 2 contains 45701 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 243104 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 86859 members 
Mstep: Class 8 contains 23182 members 
Mstep: Class 10 contains 157058 members 
Mstep: Class 11 contains 5297 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12736 members 
Mstep: Class 14 contains 189111 members 
Mstep: Class 15 contains 41908 members 
Mstep: Class 16 contains 70005 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 21628 members 
Mstep: Class 21 contains 120462 members 
Mstep: Class 22 contains 150659 members 
Mstep: Class 24 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180314432.000000 Penalty: 70089.187500
Iteration 56Q: 21 clusters Score -1.803144e+08 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 45659 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 242733 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 87504 members 
Mstep: Class 8 contains 24830 members 
Mstep: Class 10 contains 156063 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12771 members 
Mstep: Class 14 contains 189093 members 
Mstep: Class 15 contains 41859 members 
Mstep: Class 16 contains 69871 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 22036 members 
Mstep: Class 21 contains 119234 members 
Mstep: Class 22 contains 151580 members 
Mstep: Class 24 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180315328.000000 Penalty: 70089.187500
Iteration 57Q: 21 clusters Score -1.803153e+08 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186982 members 
Mstep: Class 2 contains 45592 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 242388 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 88087 members 
Mstep: Class 8 contains 26596 members 
Mstep: Class 10 contains 155084 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 12797 members 
Mstep: Class 14 contains 189010 members 
Mstep: Class 15 contains 41818 members 
Mstep: Class 16 contains 69719 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 22379 members 
Mstep: Class 21 contains 117937 members 
Mstep: Class 22 contains 152617 members 
Mstep: Class 24 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180317152.000000 Penalty: 70089.187500
Iteration 58Q: 21 clusters Score -1.803172e+08 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 186243 members 
Mstep: Class 2 contains 45547 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 242005 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 88663 members 
Mstep: Class 8 contains 28394 members 
Mstep: Class 10 contains 154159 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 12826 members 
Mstep: Class 14 contains 188833 members 
Mstep: Class 15 contains 41783 members 
Mstep: Class 16 contains 69592 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 22698 members 
Mstep: Class 21 contains 116676 members 
Mstep: Class 22 contains 153638 members 
Mstep: Class 24 contains 5450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180319312.000000 Penalty: 70089.187500
Iteration 59Q: 21 clusters Score -1.803193e+08 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 185493 members 
Mstep: Class 2 contains 45478 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 241560 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 89161 members 
Mstep: Class 8 contains 30224 members 
Mstep: Class 10 contains 153391 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 188718 members 
Mstep: Class 15 contains 41732 members 
Mstep: Class 16 contains 69496 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 23023 members 
Mstep: Class 21 contains 115429 members 
Mstep: Class 22 contains 154537 members 
Mstep: Class 24 contains 5430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321712.000000 Penalty: 70089.187500
Iteration 60F: 21 clusters Score -1.803217e+08 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184621 members 
Mstep: Class 2 contains 45419 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 241008 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 89672 members 
Mstep: Class 8 contains 32304 members 
Mstep: Class 10 contains 152796 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 12919 members 
Mstep: Class 14 contains 188626 members 
Mstep: Class 15 contains 41671 members 
Mstep: Class 16 contains 69427 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 23400 members 
Mstep: Class 21 contains 114102 members 
Mstep: Class 22 contains 155217 members 
Mstep: Class 24 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180321888.000000 Penalty: 70089.187500
Iteration 61Q: 21 clusters Score -1.803219e+08 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 45381 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 240378 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 90174 members 
Mstep: Class 8 contains 34518 members 
Mstep: Class 10 contains 152297 members 
Mstep: Class 11 contains 5259 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 12969 members 
Mstep: Class 14 contains 188494 members 
Mstep: Class 15 contains 41612 members 
Mstep: Class 16 contains 69376 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 21 contains 112833 members 
Mstep: Class 22 contains 155704 members 
Mstep: Class 24 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324272.000000 Penalty: 70089.187500
Iteration 62Q: 21 clusters Score -1.803243e+08 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 45346 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 239660 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 90618 members 
Mstep: Class 8 contains 36767 members 
Mstep: Class 10 contains 151897 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 12995 members 
Mstep: Class 14 contains 188223 members 
Mstep: Class 15 contains 41580 members 
Mstep: Class 16 contains 69364 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 24107 members 
Mstep: Class 21 contains 111624 members 
Mstep: Class 22 contains 156105 members 
Mstep: Class 24 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325984.000000 Penalty: 70089.187500
Iteration 63Q: 21 clusters Score -1.80326e+08 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 45291 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 238978 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 91011 members 
Mstep: Class 8 contains 39005 members 
Mstep: Class 10 contains 151576 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 13027 members 
Mstep: Class 14 contains 187989 members 
Mstep: Class 15 contains 41549 members 
Mstep: Class 16 contains 69318 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 24488 members 
Mstep: Class 21 contains 110443 members 
Mstep: Class 22 contains 156425 members 
Mstep: Class 24 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327760.000000 Penalty: 70089.187500
Iteration 64Q: 21 clusters Score -1.803278e+08 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 45235 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 238347 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 91413 members 
Mstep: Class 8 contains 41274 members 
Mstep: Class 10 contains 151266 members 
Mstep: Class 11 contains 5232 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 13091 members 
Mstep: Class 14 contains 187736 members 
Mstep: Class 15 contains 41521 members 
Mstep: Class 16 contains 69279 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 109303 members 
Mstep: Class 22 contains 156634 members 
Mstep: Class 24 contains 5352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329280.000000 Penalty: 70089.187500
Iteration 65Q: 21 clusters Score -1.803293e+08 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 45139 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 237672 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 91775 members 
Mstep: Class 8 contains 43562 members 
Mstep: Class 10 contains 151051 members 
Mstep: Class 11 contains 5224 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 187512 members 
Mstep: Class 15 contains 41471 members 
Mstep: Class 16 contains 69231 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 25196 members 
Mstep: Class 21 contains 108187 members 
Mstep: Class 22 contains 156701 members 
Mstep: Class 24 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180330672.000000 Penalty: 70089.187500
Iteration 66Q: 21 clusters Score -1.803307e+08 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180355 members 
Mstep: Class 2 contains 45045 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 236976 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 92135 members 
Mstep: Class 8 contains 45900 members 
Mstep: Class 10 contains 150766 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 13178 members 
Mstep: Class 14 contains 187232 members 
Mstep: Class 15 contains 41418 members 
Mstep: Class 16 contains 69149 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 25498 members 
Mstep: Class 21 contains 107133 members 
Mstep: Class 22 contains 156754 members 
Mstep: Class 24 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180332224.000000 Penalty: 70089.187500
Iteration 67Q: 21 clusters Score -1.803322e+08 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180041 members 
Mstep: Class 2 contains 44985 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 236193 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 92469 members 
Mstep: Class 8 contains 48236 members 
Mstep: Class 10 contains 150516 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 13215 members 
Mstep: Class 14 contains 186883 members 
Mstep: Class 15 contains 41333 members 
Mstep: Class 16 contains 69079 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 25778 members 
Mstep: Class 21 contains 106089 members 
Mstep: Class 22 contains 156781 members 
Mstep: Class 24 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333536.000000 Penalty: 70089.187500
Iteration 68Q: 21 clusters Score -1.803335e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179924 members 
Mstep: Class 2 contains 44935 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 235311 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 92778 members 
Mstep: Class 8 contains 50435 members 
Mstep: Class 10 contains 150387 members 
Mstep: Class 11 contains 5198 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 13257 members 
Mstep: Class 14 contains 186521 members 
Mstep: Class 15 contains 41243 members 
Mstep: Class 16 contains 68994 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 26059 members 
Mstep: Class 21 contains 105019 members 
Mstep: Class 22 contains 156776 members 
Mstep: Class 24 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335088.000000 Penalty: 70089.187500
Iteration 69Q: 21 clusters Score -1.803351e+08 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179795 members 
Mstep: Class 2 contains 44893 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 234547 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 93128 members 
Mstep: Class 8 contains 52560 members 
Mstep: Class 10 contains 150246 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 13292 members 
Mstep: Class 14 contains 186169 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 68901 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 26370 members 
Mstep: Class 21 contains 103960 members 
Mstep: Class 22 contains 156642 members 
Mstep: Class 24 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336656.000000 Penalty: 70089.187500
Iteration 70Q: 21 clusters Score -1.803367e+08 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 44858 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 233830 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 93483 members 
Mstep: Class 8 contains 54581 members 
Mstep: Class 10 contains 150133 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 185776 members 
Mstep: Class 15 contains 41078 members 
Mstep: Class 16 contains 68835 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 26670 members 
Mstep: Class 21 contains 102874 members 
Mstep: Class 22 contains 156446 members 
Mstep: Class 24 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180337360.000000 Penalty: 70089.187500
Iteration 71Q: 21 clusters Score -1.803374e+08 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179861 members 
Mstep: Class 2 contains 44834 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233200 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 93833 members 
Mstep: Class 8 contains 56508 members 
Mstep: Class 10 contains 150069 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 185367 members 
Mstep: Class 15 contains 40991 members 
Mstep: Class 16 contains 68765 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 26953 members 
Mstep: Class 21 contains 101804 members 
Mstep: Class 22 contains 156171 members 
Mstep: Class 24 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338784.000000 Penalty: 70089.187500
Iteration 72Q: 21 clusters Score -1.803388e+08 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 44814 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 232654 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 94180 members 
Mstep: Class 8 contains 58306 members 
Mstep: Class 10 contains 150035 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 184922 members 
Mstep: Class 15 contains 40918 members 
Mstep: Class 16 contains 68699 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 100763 members 
Mstep: Class 22 contains 155882 members 
Mstep: Class 24 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340016.000000 Penalty: 70089.187500
Iteration 73Q: 21 clusters Score -1.8034e+08 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 44750 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 232212 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 94537 members 
Mstep: Class 8 contains 59937 members 
Mstep: Class 10 contains 150112 members 
Mstep: Class 11 contains 5153 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13372 members 
Mstep: Class 14 contains 184547 members 
Mstep: Class 15 contains 40874 members 
Mstep: Class 16 contains 68618 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 27456 members 
Mstep: Class 21 contains 99708 members 
Mstep: Class 22 contains 155444 members 
Mstep: Class 24 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340960.000000 Penalty: 70089.187500
Iteration 74Q: 21 clusters Score -1.80341e+08 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 44721 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 231802 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 94902 members 
Mstep: Class 8 contains 61459 members 
Mstep: Class 10 contains 150165 members 
Mstep: Class 11 contains 5137 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13393 members 
Mstep: Class 14 contains 184165 members 
Mstep: Class 15 contains 40841 members 
Mstep: Class 16 contains 68539 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 27739 members 
Mstep: Class 21 contains 98721 members 
Mstep: Class 22 contains 154903 members 
Mstep: Class 24 contains 5255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341760.000000 Penalty: 70089.187500
Iteration 75Q: 21 clusters Score -1.803418e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180790 members 
Mstep: Class 2 contains 44661 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 231478 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 95203 members 
Mstep: Class 8 contains 62805 members 
Mstep: Class 10 contains 150233 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13411 members 
Mstep: Class 14 contains 183825 members 
Mstep: Class 15 contains 40826 members 
Mstep: Class 16 contains 68468 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 28023 members 
Mstep: Class 21 contains 97724 members 
Mstep: Class 22 contains 154360 members 
Mstep: Class 24 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342960.000000 Penalty: 70089.187500
Iteration 76Q: 21 clusters Score -1.80343e+08 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 44613 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 231234 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 95506 members 
Mstep: Class 8 contains 63934 members 
Mstep: Class 10 contains 150380 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13423 members 
Mstep: Class 14 contains 183558 members 
Mstep: Class 15 contains 40808 members 
Mstep: Class 16 contains 68405 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 28324 members 
Mstep: Class 21 contains 96767 members 
Mstep: Class 22 contains 153807 members 
Mstep: Class 24 contains 5246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343440.000000 Penalty: 70089.187500
Iteration 77Q: 21 clusters Score -1.803434e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 44567 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 231006 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 95820 members 
Mstep: Class 8 contains 64921 members 
Mstep: Class 10 contains 150500 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13455 members 
Mstep: Class 14 contains 183324 members 
Mstep: Class 15 contains 40786 members 
Mstep: Class 16 contains 68327 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 28599 members 
Mstep: Class 21 contains 95861 members 
Mstep: Class 22 contains 153275 members 
Mstep: Class 24 contains 5241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344032.000000 Penalty: 70089.187500
Iteration 78Q: 21 clusters Score -1.80344e+08 nChanged 5539
Entering ConstructFrom: 
Score: -180344032.000000 Penalty: 70089.187500
Entering ConstructFrom: 
Trying to split cluster 1 (181670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Entering Unmasked Estep 
Score: -24406784.000000 Penalty: 3003.266846
	Iteration 0F: 2 clusters Score -2.440678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -24288816.000000 Penalty: 6006.533691
	Iteration 0F: 3 clusters Score -2.428882e+07 nChanged 87121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -24340090.000000 Penalty: 6006.533691
	Iteration 1F: 3 clusters Score -2.434009e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -24342188.000000 Penalty: 6006.533691
	Iteration 2Q: 3 clusters Score -2.434219e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -24345632.000000 Penalty: 6006.533691
	Iteration 3Q: 3 clusters Score -2.434563e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -24351744.000000 Penalty: 6006.533691
	Iteration 4F: 3 clusters Score -2.435174e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -24361494.000000 Penalty: 6006.533691
	Iteration 5F: 3 clusters Score -2.436149e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139984 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -24375230.000000 Penalty: 6006.533691
	Iteration 6F: 3 clusters Score -2.437523e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -24388930.000000 Penalty: 6006.533691
	Iteration 7F: 3 clusters Score -2.438893e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -24397770.000000 Penalty: 6006.533691
	Iteration 8Q: 3 clusters Score -2.439777e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165632 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -24401964.000000 Penalty: 6006.533691
	Iteration 9Q: 3 clusters Score -2.440196e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -24403618.000000 Penalty: 6006.533691
	Iteration 10Q: 3 clusters Score -2.440362e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -24404416.000000 Penalty: 6006.533691
	Iteration 11Q: 3 clusters Score -2.440442e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -24404834.000000 Penalty: 6006.533691
	Iteration 12Q: 3 clusters Score -2.440483e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -24404994.000000 Penalty: 6006.533691
	Iteration 13Q: 3 clusters Score -2.440499e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173664 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -24405202.000000 Penalty: 6006.533691
	Iteration 14Q: 3 clusters Score -2.44052e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174609 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -24405250.000000 Penalty: 6006.533691
	Iteration 15Q: 3 clusters Score -2.440525e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -24405254.000000 Penalty: 6006.533691
	Iteration 16Q: 3 clusters Score -2.440525e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -24405358.000000 Penalty: 6006.533691
	Iteration 17Q: 3 clusters Score -2.440536e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176596 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -24405480.000000 Penalty: 6006.533691
	Iteration 18Q: 3 clusters Score -2.440548e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -24405590.000000 Penalty: 6006.533691
	Iteration 19Q: 3 clusters Score -2.440559e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177456 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -24405584.000000 Penalty: 6006.533691
	Iteration 20F: 3 clusters Score -2.440558e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177744 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -24405582.000000 Penalty: 6006.533691
	Iteration 21Q: 3 clusters Score -2.440558e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178001 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -24405604.000000 Penalty: 6006.533691
	Iteration 22Q: 3 clusters Score -2.44056e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -24405644.000000 Penalty: 6006.533691
	Iteration 23Q: 3 clusters Score -2.440564e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -24405606.000000 Penalty: 6006.533691
	Iteration 24Q: 3 clusters Score -2.440561e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178500 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -24405640.000000 Penalty: 6006.533691
	Iteration 25Q: 3 clusters Score -2.440564e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -24405642.000000 Penalty: 6006.533691
	Iteration 26Q: 3 clusters Score -2.440564e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -24405598.000000 Penalty: 6006.533691
	Iteration 27Q: 3 clusters Score -2.44056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178747 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -24405596.000000 Penalty: 6006.533691
	Iteration 28Q: 3 clusters Score -2.44056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -24405588.000000 Penalty: 6006.533691
	Iteration 29Q: 3 clusters Score -2.440559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -24405590.000000 Penalty: 6006.533691
	Iteration 30Q: 3 clusters Score -2.440559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178849 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -24405580.000000 Penalty: 6006.533691
	Iteration 31Q: 3 clusters Score -2.440558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 32Q: 3 clusters Score -2.440557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178897 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -24405564.000000 Penalty: 6006.533691
	Iteration 33Q: 3 clusters Score -2.440556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -24405560.000000 Penalty: 6006.533691
	Iteration 34Q: 3 clusters Score -2.440556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178944 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -24405586.000000 Penalty: 6006.533691
	Iteration 35Q: 3 clusters Score -2.440559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 36Q: 3 clusters Score -2.440557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -24405574.000000 Penalty: 6006.533691
	Iteration 37Q: 3 clusters Score -2.440557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 38Q: 3 clusters Score -2.440557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -24405556.000000 Penalty: 6006.533691
	Iteration 39Q: 3 clusters Score -2.440556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179028 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -24405554.000000 Penalty: 6006.533691
	Iteration 40F: 3 clusters Score -2.440555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -24405554.000000 Penalty: 6006.533691
	Iteration 41Q: 3 clusters Score -2.440555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -24405550.000000 Penalty: 6006.533691
	Iteration 42Q: 3 clusters Score -2.440555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24405544.000000 Penalty: 6006.533691
	Iteration 43Q: 3 clusters Score -2.440554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -24405566.000000 Penalty: 6006.533691
	Iteration 44Q: 3 clusters Score -2.440557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -24405566.000000 Penalty: 6006.533691
	Iteration 45Q: 3 clusters Score -2.440557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -24405576.000000 Penalty: 6006.533691
	Iteration 46Q: 3 clusters Score -2.440558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 47Q: 3 clusters Score -2.440557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -24405580.000000 Penalty: 6006.533691
	Iteration 48Q: 3 clusters Score -2.440558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -24405588.000000 Penalty: 6006.533691
	Iteration 49Q: 3 clusters Score -2.440559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179060 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24405576.000000 Penalty: 6006.533691
	Iteration 50Q: 3 clusters Score -2.440558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -24405584.000000 Penalty: 6006.533691
	Iteration 51Q: 3 clusters Score -2.440558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179066 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -24405582.000000 Penalty: 6006.533691
	Iteration 52Q: 3 clusters Score -2.440558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24405578.000000 Penalty: 6006.533691
	Iteration 53Q: 3 clusters Score -2.440558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 54Q: 3 clusters Score -2.440557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179067 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -24405570.000000 Penalty: 6006.533691
	Iteration 55F: 3 clusters Score -2.440557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Entering Unmasked Estep 
Score: -6037204.000000 Penalty: 2654.549561
	Iteration 0F: 2 clusters Score -6037204 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 22342 members 
Entering Unmasked Estep 
Score: -6007368.000000 Penalty: 5309.099121
	Iteration 0F: 3 clusters Score -6007368 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -6018618.500000 Penalty: 5309.099121
	Iteration 1F: 3 clusters Score -6018618 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -6019109.500000 Penalty: 5309.099121
	Iteration 2Q: 3 clusters Score -6019110 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6019586.000000 Penalty: 5309.099121
	Iteration 3Q: 3 clusters Score -6019586 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -6020025.500000 Penalty: 5309.099121
	Iteration 4Q: 3 clusters Score -6020026 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -6020462.500000 Penalty: 5309.099121
	Iteration 5Q: 3 clusters Score -6020462 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -6020892.000000 Penalty: 5309.099121
	Iteration 6Q: 3 clusters Score -6020892 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6021456.000000 Penalty: 5309.099121
	Iteration 7Q: 3 clusters Score -6021456 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -6022200.000000 Penalty: 5309.099121
	Iteration 8Q: 3 clusters Score -6022200 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6023270.500000 Penalty: 5309.099121
	Iteration 9Q: 3 clusters Score -6023270 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6024674.500000 Penalty: 5309.099121
	Iteration 10Q: 3 clusters Score -6024674 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6026282.000000 Penalty: 5309.099121
	Iteration 11F: 3 clusters Score -6026282 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6027778.000000 Penalty: 5309.099121
	Iteration 12F: 3 clusters Score -6027778 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6028731.500000 Penalty: 5309.099121
	Iteration 13Q: 3 clusters Score -6028732 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -6029285.500000 Penalty: 5309.099121
	Iteration 14Q: 3 clusters Score -6029286 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -6029601.500000 Penalty: 5309.099121
	Iteration 15Q: 3 clusters Score -6029602 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -6029750.000000 Penalty: 5309.099121
	Iteration 16Q: 3 clusters Score -6029750 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6029895.000000 Penalty: 5309.099121
	Iteration 17Q: 3 clusters Score -6029895 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6030022.500000 Penalty: 5309.099121
	Iteration 18Q: 3 clusters Score -6030022 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -6030143.000000 Penalty: 5309.099121
	Iteration 19Q: 3 clusters Score -6030143 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6030260.000000 Penalty: 5309.099121
	Iteration 20F: 3 clusters Score -6030260 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -6030405.000000 Penalty: 5309.099121
	Iteration 21Q: 3 clusters Score -6030405 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -6030466.500000 Penalty: 5309.099121
	Iteration 22Q: 3 clusters Score -6030466 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -6030573.000000 Penalty: 5309.099121
	Iteration 23Q: 3 clusters Score -6030573 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -6030652.000000 Penalty: 5309.099121
	Iteration 24Q: 3 clusters Score -6030652 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -6030749.500000 Penalty: 5309.099121
	Iteration 25Q: 3 clusters Score -6030750 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -6030860.500000 Penalty: 5309.099121
	Iteration 26Q: 3 clusters Score -6030860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -6030984.500000 Penalty: 5309.099121
	Iteration 27Q: 3 clusters Score -6030984 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6031115.000000 Penalty: 5309.099121
	Iteration 28Q: 3 clusters Score -6031115 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -6031213.000000 Penalty: 5309.099121
	Iteration 29Q: 3 clusters Score -6031213 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -6031316.500000 Penalty: 5309.099121
	Iteration 30Q: 3 clusters Score -6031316 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6031440.000000 Penalty: 5309.099121
	Iteration 31Q: 3 clusters Score -6031440 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -6031525.000000 Penalty: 5309.099121
	Iteration 32Q: 3 clusters Score -6031525 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -6031596.500000 Penalty: 5309.099121
	Iteration 33Q: 3 clusters Score -6031596 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6031717.000000 Penalty: 5309.099121
	Iteration 34Q: 3 clusters Score -6031717 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -6031834.500000 Penalty: 5309.099121
	Iteration 35Q: 3 clusters Score -6031834 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -6031961.500000 Penalty: 5309.099121
	Iteration 36Q: 3 clusters Score -6031962 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -6032087.000000 Penalty: 5309.099121
	Iteration 37Q: 3 clusters Score -6032087 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -6032254.500000 Penalty: 5309.099121
	Iteration 38Q: 3 clusters Score -6032254 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -6032400.500000 Penalty: 5309.099121
	Iteration 39Q: 3 clusters Score -6032400 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -6032607.500000 Penalty: 5309.099121
	Iteration 40F: 3 clusters Score -6032608 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -6032796.500000 Penalty: 5309.099121
	Iteration 41Q: 3 clusters Score -6032796 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6032981.000000 Penalty: 5309.099121
	Iteration 42Q: 3 clusters Score -6032981 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -6033173.500000 Penalty: 5309.099121
	Iteration 43Q: 3 clusters Score -6033174 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -6033323.500000 Penalty: 5309.099121
	Iteration 44Q: 3 clusters Score -6033324 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6033464.000000 Penalty: 5309.099121
	Iteration 45Q: 3 clusters Score -6033464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -6033627.000000 Penalty: 5309.099121
	Iteration 46Q: 3 clusters Score -6033627 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -6033796.000000 Penalty: 5309.099121
	Iteration 47Q: 3 clusters Score -6033796 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6033899.000000 Penalty: 5309.099121
	Iteration 48Q: 3 clusters Score -6033899 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -6034025.500000 Penalty: 5309.099121
	Iteration 49Q: 3 clusters Score -6034026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -6034137.000000 Penalty: 5309.099121
	Iteration 50Q: 3 clusters Score -6034137 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6034247.000000 Penalty: 5309.099121
	Iteration 51Q: 3 clusters Score -6034247 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -6034339.000000 Penalty: 5309.099121
	Iteration 52Q: 3 clusters Score -6034339 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -6034404.500000 Penalty: 5309.099121
	Iteration 53Q: 3 clusters Score -6034404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -6034465.500000 Penalty: 5309.099121
	Iteration 54Q: 3 clusters Score -6034466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -6034496.000000 Penalty: 5309.099121
	Iteration 55Q: 3 clusters Score -6034496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6034543.000000 Penalty: 5309.099121
	Iteration 56Q: 3 clusters Score -6034543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -6034580.500000 Penalty: 5309.099121
	Iteration 57Q: 3 clusters Score -6034580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -6034633.000000 Penalty: 5309.099121
	Iteration 58Q: 3 clusters Score -6034633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -6034652.500000 Penalty: 5309.099121
	Iteration 59Q: 3 clusters Score -6034652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6034686.000000 Penalty: 5309.099121
	Iteration 60F: 3 clusters Score -6034686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6034707.500000 Penalty: 5309.099121
	Iteration 61Q: 3 clusters Score -6034708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6034736.000000 Penalty: 5309.099121
	Iteration 62Q: 3 clusters Score -6034736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -6034766.500000 Penalty: 5309.099121
	Iteration 63Q: 3 clusters Score -6034766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -6034786.000000 Penalty: 5309.099121
	Iteration 64Q: 3 clusters Score -6034786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6034795.000000 Penalty: 5309.099121
	Iteration 65Q: 3 clusters Score -6034795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -6034802.000000 Penalty: 5309.099121
	Iteration 66Q: 3 clusters Score -6034802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -6034829.000000 Penalty: 5309.099121
	Iteration 67Q: 3 clusters Score -6034829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -6034843.000000 Penalty: 5309.099121
	Iteration 68Q: 3 clusters Score -6034843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6034859.500000 Penalty: 5309.099121
	Iteration 69Q: 3 clusters Score -6034860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -6034880.500000 Penalty: 5309.099121
	Iteration 70Q: 3 clusters Score -6034880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6034894.500000 Penalty: 5309.099121
	Iteration 71Q: 3 clusters Score -6034894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -6034904.000000 Penalty: 5309.099121
	Iteration 72Q: 3 clusters Score -6034904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -6034915.000000 Penalty: 5309.099121
	Iteration 73Q: 3 clusters Score -6034915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -6034911.500000 Penalty: 5309.099121
	Iteration 74Q: 3 clusters Score -6034912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6034920.000000 Penalty: 5309.099121
	Iteration 75Q: 3 clusters Score -6034920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6034927.000000 Penalty: 5309.099121
	Iteration 76Q: 3 clusters Score -6034927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6034925.500000 Penalty: 5309.099121
	Iteration 77Q: 3 clusters Score -6034926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6034929.000000 Penalty: 5309.099121
	Iteration 78Q: 3 clusters Score -6034929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6034938.500000 Penalty: 5309.099121
	Iteration 79Q: 3 clusters Score -6034938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6034937.500000 Penalty: 5309.099121
	Iteration 80F: 3 clusters Score -6034938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -6034929.500000 Penalty: 5309.099121
	Iteration 81Q: 3 clusters Score -6034930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -6034934.000000 Penalty: 5309.099121
	Iteration 82Q: 3 clusters Score -6034934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -6034932.500000 Penalty: 5309.099121
	Iteration 83Q: 3 clusters Score -6034932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -6034932.000000 Penalty: 5309.099121
	Iteration 84Q: 3 clusters Score -6034932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6034936.000000 Penalty: 5309.099121
	Iteration 85Q: 3 clusters Score -6034936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6034939.000000 Penalty: 5309.099121
	Iteration 86Q: 3 clusters Score -6034939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6034937.000000 Penalty: 5309.099121
	Iteration 87Q: 3 clusters Score -6034937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -6034939.500000 Penalty: 5309.099121
	Iteration 88Q: 3 clusters Score -6034940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -6034941.000000 Penalty: 5309.099121
	Iteration 89Q: 3 clusters Score -6034941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -6034941.000000 Penalty: 5309.099121
	Iteration 90Q: 3 clusters Score -6034941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -6034944.000000 Penalty: 5309.099121
	Iteration 91Q: 3 clusters Score -6034944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -6034944.000000 Penalty: 5309.099121
	Iteration 92F: 3 clusters Score -6034944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -372551.812500 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -372551.8 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 1415 members 
Entering Unmasked Estep 
Score: -369440.031250 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -369440 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370095.531250 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -370095.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -370289.812500 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -370289.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -370436.812500 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -370436.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -370568.156250 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -370568.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -370637.656250 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -370637.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -370704.156250 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -370704.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -370767.468750 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -370767.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -370814.656250 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -370814.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -370841.218750 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -370841.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -370862.218750 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -370862.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -370880.406250 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -370880.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370897.718750 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -370897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370911.250000 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -370911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -370919.812500 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -370919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370925.000000 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -370925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -370927.750000 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -370927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370930.375000 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -370930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -370933.125000 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -370933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370937.031250 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -370937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370939.875000 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -370939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -370944.125000 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -370944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370945.968750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -370946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -370947.781250 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -370947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -370949.593750 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -370949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370951.250000 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -370951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370952.343750 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -370952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370952.343750 Penalty: 3937.822754
	Iteration 27F: 3 clusters Score -370952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (230810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230810 members 
Entering Unmasked Estep 
Score: -30878568.000000 Penalty: 3062.638672
	Iteration 0F: 2 clusters Score -3.087857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115790 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -30734544.000000 Penalty: 6125.277344
	Iteration 0F: 3 clusters Score -3.073454e+07 nChanged 111435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -30800910.000000 Penalty: 6125.277344
	Iteration 1F: 3 clusters Score -3.080091e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131484 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -30803874.000000 Penalty: 6125.277344
	Iteration 2Q: 3 clusters Score -3.080387e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140637 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -30809342.000000 Penalty: 6125.277344
	Iteration 3F: 3 clusters Score -3.080934e+07 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -30819336.000000 Penalty: 6125.277344
	Iteration 4F: 3 clusters Score -3.081934e+07 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -30834682.000000 Penalty: 6125.277344
	Iteration 5F: 3 clusters Score -3.083468e+07 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186382 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -30852712.000000 Penalty: 6125.277344
	Iteration 6F: 3 clusters Score -3.085271e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198777 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -30867316.000000 Penalty: 6125.277344
	Iteration 7F: 3 clusters Score -3.086732e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205204 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -30875064.000000 Penalty: 6125.277344
	Iteration 8Q: 3 clusters Score -3.087506e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208514 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -30877920.000000 Penalty: 6125.277344
	Iteration 9Q: 3 clusters Score -3.087792e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210959 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -30878912.000000 Penalty: 6125.277344
	Iteration 10Q: 3 clusters Score -3.087891e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213001 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -30879162.000000 Penalty: 6125.277344
	Iteration 11Q: 3 clusters Score -3.087916e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214742 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -30879270.000000 Penalty: 6125.277344
	Iteration 12Q: 3 clusters Score -3.087927e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216187 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -30879170.000000 Penalty: 6125.277344
	Iteration 13Q: 3 clusters Score -3.087917e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217396 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -30879046.000000 Penalty: 6125.277344
	Iteration 14Q: 3 clusters Score -3.087905e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218454 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -30879064.000000 Penalty: 6125.277344
	Iteration 15Q: 3 clusters Score -3.087906e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219368 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -30878902.000000 Penalty: 6125.277344
	Iteration 16Q: 3 clusters Score -3.08789e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220190 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -30878628.000000 Penalty: 6125.277344
	Iteration 17Q: 3 clusters Score -3.087863e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220901 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -30878508.000000 Penalty: 6125.277344
	Iteration 18Q: 3 clusters Score -3.087851e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221523 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -30878456.000000 Penalty: 6125.277344
	Iteration 19Q: 3 clusters Score -3.087846e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222086 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -30878374.000000 Penalty: 6125.277344
	Iteration 20F: 3 clusters Score -3.087837e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -30878282.000000 Penalty: 6125.277344
	Iteration 21Q: 3 clusters Score -3.087828e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223147 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -30878130.000000 Penalty: 6125.277344
	Iteration 22Q: 3 clusters Score -3.087813e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223629 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -30878106.000000 Penalty: 6125.277344
	Iteration 23Q: 3 clusters Score -3.087811e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -30877998.000000 Penalty: 6125.277344
	Iteration 24Q: 3 clusters Score -3.0878e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224521 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -30877836.000000 Penalty: 6125.277344
	Iteration 25Q: 3 clusters Score -3.087784e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -30877720.000000 Penalty: 6125.277344
	Iteration 26Q: 3 clusters Score -3.087772e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225216 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -30877698.000000 Penalty: 6125.277344
	Iteration 27Q: 3 clusters Score -3.08777e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -30877664.000000 Penalty: 6125.277344
	Iteration 28Q: 3 clusters Score -3.087766e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225790 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -30877646.000000 Penalty: 6125.277344
	Iteration 29Q: 3 clusters Score -3.087765e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226030 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -30877614.000000 Penalty: 6125.277344
	Iteration 30Q: 3 clusters Score -3.087761e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226261 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -30877606.000000 Penalty: 6125.277344
	Iteration 31Q: 3 clusters Score -3.087761e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226461 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -30877554.000000 Penalty: 6125.277344
	Iteration 32Q: 3 clusters Score -3.087755e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -30877534.000000 Penalty: 6125.277344
	Iteration 33Q: 3 clusters Score -3.087753e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226810 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -30877448.000000 Penalty: 6125.277344
	Iteration 34Q: 3 clusters Score -3.087745e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226962 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -30877436.000000 Penalty: 6125.277344
	Iteration 35Q: 3 clusters Score -3.087744e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227101 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -30877380.000000 Penalty: 6125.277344
	Iteration 36Q: 3 clusters Score -3.087738e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227234 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -30877312.000000 Penalty: 6125.277344
	Iteration 37Q: 3 clusters Score -3.087731e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227355 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -30877256.000000 Penalty: 6125.277344
	Iteration 38Q: 3 clusters Score -3.087726e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -30877290.000000 Penalty: 6125.277344
	Iteration 39Q: 3 clusters Score -3.087729e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227536 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -30877270.000000 Penalty: 6125.277344
	Iteration 40F: 3 clusters Score -3.087727e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227618 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -30877234.000000 Penalty: 6125.277344
	Iteration 41Q: 3 clusters Score -3.087723e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227699 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -30877192.000000 Penalty: 6125.277344
	Iteration 42Q: 3 clusters Score -3.087719e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227788 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -30877160.000000 Penalty: 6125.277344
	Iteration 43Q: 3 clusters Score -3.087716e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227870 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -30877154.000000 Penalty: 6125.277344
	Iteration 44Q: 3 clusters Score -3.087715e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227941 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30877108.000000 Penalty: 6125.277344
	Iteration 45Q: 3 clusters Score -3.087711e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228014 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -30877040.000000 Penalty: 6125.277344
	Iteration 46Q: 3 clusters Score -3.087704e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228083 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -30877044.000000 Penalty: 6125.277344
	Iteration 47Q: 3 clusters Score -3.087704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228139 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -30876990.000000 Penalty: 6125.277344
	Iteration 48Q: 3 clusters Score -3.087699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228178 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -30876988.000000 Penalty: 6125.277344
	Iteration 49Q: 3 clusters Score -3.087699e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228223 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -30876984.000000 Penalty: 6125.277344
	Iteration 50Q: 3 clusters Score -3.087698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228265 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -30876982.000000 Penalty: 6125.277344
	Iteration 51Q: 3 clusters Score -3.087698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -30876954.000000 Penalty: 6125.277344
	Iteration 52Q: 3 clusters Score -3.087695e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228349 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -30876926.000000 Penalty: 6125.277344
	Iteration 53Q: 3 clusters Score -3.087693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -30876898.000000 Penalty: 6125.277344
	Iteration 54Q: 3 clusters Score -3.08769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228427 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -30876874.000000 Penalty: 6125.277344
	Iteration 55Q: 3 clusters Score -3.087687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228457 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -30876860.000000 Penalty: 6125.277344
	Iteration 56Q: 3 clusters Score -3.087686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228491 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -30876860.000000 Penalty: 6125.277344
	Iteration 57Q: 3 clusters Score -3.087686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228529 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -30876854.000000 Penalty: 6125.277344
	Iteration 58Q: 3 clusters Score -3.087685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228565 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -30876870.000000 Penalty: 6125.277344
	Iteration 59Q: 3 clusters Score -3.087687e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228604 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -30876828.000000 Penalty: 6125.277344
	Iteration 60F: 3 clusters Score -3.087683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228631 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -30876850.000000 Penalty: 6125.277344
	Iteration 61Q: 3 clusters Score -3.087685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228651 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -30876838.000000 Penalty: 6125.277344
	Iteration 62Q: 3 clusters Score -3.087684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228665 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -30876856.000000 Penalty: 6125.277344
	Iteration 63Q: 3 clusters Score -3.087686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228675 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -30876832.000000 Penalty: 6125.277344
	Iteration 64Q: 3 clusters Score -3.087683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228687 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -30876826.000000 Penalty: 6125.277344
	Iteration 65Q: 3 clusters Score -3.087683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228698 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -30876840.000000 Penalty: 6125.277344
	Iteration 66Q: 3 clusters Score -3.087684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228709 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -30876866.000000 Penalty: 6125.277344
	Iteration 67Q: 3 clusters Score -3.087687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228719 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -30876892.000000 Penalty: 6125.277344
	Iteration 68Q: 3 clusters Score -3.087689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228728 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -30876864.000000 Penalty: 6125.277344
	Iteration 69Q: 3 clusters Score -3.087686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228745 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -30876842.000000 Penalty: 6125.277344
	Iteration 70Q: 3 clusters Score -3.087684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228766 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -30876834.000000 Penalty: 6125.277344
	Iteration 71Q: 3 clusters Score -3.087683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228794 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -30876846.000000 Penalty: 6125.277344
	Iteration 72Q: 3 clusters Score -3.087685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228823 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -30876814.000000 Penalty: 6125.277344
	Iteration 73Q: 3 clusters Score -3.087681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228857 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -30876860.000000 Penalty: 6125.277344
	Iteration 74Q: 3 clusters Score -3.087686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -30876832.000000 Penalty: 6125.277344
	Iteration 75Q: 3 clusters Score -3.087683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228911 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -30876894.000000 Penalty: 6125.277344
	Iteration 76Q: 3 clusters Score -3.087689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228937 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -30876880.000000 Penalty: 6125.277344
	Iteration 77Q: 3 clusters Score -3.087688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228960 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -30876862.000000 Penalty: 6125.277344
	Iteration 78Q: 3 clusters Score -3.087686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228982 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -30876882.000000 Penalty: 6125.277344
	Iteration 79Q: 3 clusters Score -3.087688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229002 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -30876868.000000 Penalty: 6125.277344
	Iteration 80F: 3 clusters Score -3.087687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229022 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -30876876.000000 Penalty: 6125.277344
	Iteration 81Q: 3 clusters Score -3.087688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229042 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -30876878.000000 Penalty: 6125.277344
	Iteration 82Q: 3 clusters Score -3.087688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229055 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -30876876.000000 Penalty: 6125.277344
	Iteration 83Q: 3 clusters Score -3.087688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229068 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -30876892.000000 Penalty: 6125.277344
	Iteration 84Q: 3 clusters Score -3.087689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229082 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -30876880.000000 Penalty: 6125.277344
	Iteration 85Q: 3 clusters Score -3.087688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229091 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -30876880.000000 Penalty: 6125.277344
	Iteration 86Q: 3 clusters Score -3.087688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229099 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -30876872.000000 Penalty: 6125.277344
	Iteration 87Q: 3 clusters Score -3.087687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229108 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -30876862.000000 Penalty: 6125.277344
	Iteration 88Q: 3 clusters Score -3.087686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229118 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -30876852.000000 Penalty: 6125.277344
	Iteration 89Q: 3 clusters Score -3.087685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229129 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -30876858.000000 Penalty: 6125.277344
	Iteration 90Q: 3 clusters Score -3.087686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229139 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -30876838.000000 Penalty: 6125.277344
	Iteration 91Q: 3 clusters Score -3.087684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229145 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -30876844.000000 Penalty: 6125.277344
	Iteration 92Q: 3 clusters Score -3.087684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229154 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -30876818.000000 Penalty: 6125.277344
	Iteration 93Q: 3 clusters Score -3.087682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229162 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -30876836.000000 Penalty: 6125.277344
	Iteration 94Q: 3 clusters Score -3.087684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229167 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -30876838.000000 Penalty: 6125.277344
	Iteration 95Q: 3 clusters Score -3.087684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229173 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -30876834.000000 Penalty: 6125.277344
	Iteration 96Q: 3 clusters Score -3.087683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229178 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -30876828.000000 Penalty: 6125.277344
	Iteration 97Q: 3 clusters Score -3.087683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229180 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30876842.000000 Penalty: 6125.277344
	Iteration 98Q: 3 clusters Score -3.087684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229182 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -30876854.000000 Penalty: 6125.277344
	Iteration 99Q: 3 clusters Score -3.087685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229184 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -30876854.000000 Penalty: 6125.277344
	Iteration 100F: 3 clusters Score -3.087685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229185 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -30876848.000000 Penalty: 6125.277344
	Iteration 101Q: 3 clusters Score -3.087685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229186 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -30876828.000000 Penalty: 6125.277344
	Iteration 102Q: 3 clusters Score -3.087683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229187 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -30876830.000000 Penalty: 6125.277344
	Iteration 103Q: 3 clusters Score -3.087683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229188 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -30876854.000000 Penalty: 6125.277344
	Iteration 104Q: 3 clusters Score -3.087685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229188 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -30876854.000000 Penalty: 6125.277344
	Iteration 105F: 3 clusters Score -3.087685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -192445.015625 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -192445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -190215.109375 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -190215.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -191112.437500 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -191112.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -191862.109375 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -191862.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192448.531250 Penalty: 3659.368408
	Iteration 3F: 3 clusters Score -192448.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -193218.484375 Penalty: 3659.368408
	Iteration 4F: 3 clusters Score -193218.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -193599.796875 Penalty: 3659.368408
	Iteration 5Q: 3 clusters Score -193599.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -193836.812500 Penalty: 3659.368408
	Iteration 6Q: 3 clusters Score -193836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193897.953125 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -193898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193916.921875 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -193916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -193921.515625 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -193921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -193927.390625 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -193927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193931.281250 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -193931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -193938.265625 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -193938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -193952.796875 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -193952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -193964.968750 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -193965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -193972.500000 Penalty: 3659.368408
	Iteration 15Q: 3 clusters Score -193972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -193975.453125 Penalty: 3659.368408
	Iteration 16Q: 3 clusters Score -193975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -193975.890625 Penalty: 3659.368408
	Iteration 17Q: 3 clusters Score -193975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -193975.890625 Penalty: 3659.368408
	Iteration 18F: 3 clusters Score -193975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 230810 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 96172 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 65789 members 
Mstep: Class 10 contains 150660 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13475 members 
Mstep: Class 14 contains 183187 members 
Mstep: Class 15 contains 40754 members 
Mstep: Class 16 contains 68262 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 20 contains 28904 members 
Mstep: Class 21 contains 94937 members 
Mstep: Class 22 contains 152678 members 
Mstep: Class 24 contains 5236 members 
Entering Unmasked Estep 
Score: -180344944.000000 Penalty: 73593.648438
Splitting cluster 5 changes total score from -180344032.000000 to -180344944.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (96172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Entering Unmasked Estep 
Score: -13038595.000000 Penalty: 2845.525391
	Iteration 0F: 2 clusters Score -1.30386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -12974144.000000 Penalty: 5691.050781
	Iteration 0F: 3 clusters Score -1.297414e+07 nChanged 45407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -12999749.000000 Penalty: 5691.050781
	Iteration 1F: 3 clusters Score -1.299975e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -13000330.000000 Penalty: 5691.050781
	Iteration 2Q: 3 clusters Score -1.300033e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -13000869.000000 Penalty: 5691.050781
	Iteration 3Q: 3 clusters Score -1.300087e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -13001549.000000 Penalty: 5691.050781
	Iteration 4Q: 3 clusters Score -1.300155e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -13002323.000000 Penalty: 5691.050781
	Iteration 5Q: 3 clusters Score -1.300232e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -13003437.000000 Penalty: 5691.050781
	Iteration 6Q: 3 clusters Score -1.300344e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -13005082.000000 Penalty: 5691.050781
	Iteration 7Q: 3 clusters Score -1.300508e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -13007384.000000 Penalty: 5691.050781
	Iteration 8Q: 3 clusters Score -1.300738e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -13010834.000000 Penalty: 5691.050781
	Iteration 9F: 3 clusters Score -1.301083e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -13015307.000000 Penalty: 5691.050781
	Iteration 10F: 3 clusters Score -1.301531e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -13020690.000000 Penalty: 5691.050781
	Iteration 11F: 3 clusters Score -1.302069e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -13025949.000000 Penalty: 5691.050781
	Iteration 12F: 3 clusters Score -1.302595e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -13030294.000000 Penalty: 5691.050781
	Iteration 13F: 3 clusters Score -1.303029e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -13033122.000000 Penalty: 5691.050781
	Iteration 14Q: 3 clusters Score -1.303312e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13034678.000000 Penalty: 5691.050781
	Iteration 15Q: 3 clusters Score -1.303468e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13035388.000000 Penalty: 5691.050781
	Iteration 16Q: 3 clusters Score -1.303539e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13035709.000000 Penalty: 5691.050781
	Iteration 17Q: 3 clusters Score -1.303571e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13035864.000000 Penalty: 5691.050781
	Iteration 18Q: 3 clusters Score -1.303586e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13035936.000000 Penalty: 5691.050781
	Iteration 19Q: 3 clusters Score -1.303594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13035980.000000 Penalty: 5691.050781
	Iteration 20F: 3 clusters Score -1.303598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13035995.000000 Penalty: 5691.050781
	Iteration 21Q: 3 clusters Score -1.3036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13036021.000000 Penalty: 5691.050781
	Iteration 22Q: 3 clusters Score -1.303602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13036032.000000 Penalty: 5691.050781
	Iteration 23Q: 3 clusters Score -1.303603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13036038.000000 Penalty: 5691.050781
	Iteration 24Q: 3 clusters Score -1.303604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13036041.000000 Penalty: 5691.050781
	Iteration 25Q: 3 clusters Score -1.303604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13036053.000000 Penalty: 5691.050781
	Iteration 26Q: 3 clusters Score -1.303605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -13036059.000000 Penalty: 5691.050781
	Iteration 27Q: 3 clusters Score -1.303606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13036076.000000 Penalty: 5691.050781
	Iteration 28Q: 3 clusters Score -1.303608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13036091.000000 Penalty: 5691.050781
	Iteration 29Q: 3 clusters Score -1.303609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13036108.000000 Penalty: 5691.050781
	Iteration 30Q: 3 clusters Score -1.303611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13036095.000000 Penalty: 5691.050781
	Iteration 31Q: 3 clusters Score -1.30361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13036106.000000 Penalty: 5691.050781
	Iteration 32Q: 3 clusters Score -1.303611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13036104.000000 Penalty: 5691.050781
	Iteration 33Q: 3 clusters Score -1.30361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13036098.000000 Penalty: 5691.050781
	Iteration 34Q: 3 clusters Score -1.30361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13036098.000000 Penalty: 5691.050781
	Iteration 35F: 3 clusters Score -1.30361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Entering Unmasked Estep 
Score: -8961594.000000 Penalty: 2751.363525
	Iteration 0F: 2 clusters Score -8961594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -8917305.000000 Penalty: 5502.727051
	Iteration 0F: 3 clusters Score -8917305 nChanged 30909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -8934671.000000 Penalty: 5502.727051
	Iteration 1F: 3 clusters Score -8934671 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -8935411.000000 Penalty: 5502.727051
	Iteration 2Q: 3 clusters Score -8935411 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -8936425.000000 Penalty: 5502.727051
	Iteration 3Q: 3 clusters Score -8936425 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8937885.000000 Penalty: 5502.727051
	Iteration 4Q: 3 clusters Score -8937885 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8940253.000000 Penalty: 5502.727051
	Iteration 5F: 3 clusters Score -8940253 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -8943828.000000 Penalty: 5502.727051
	Iteration 6F: 3 clusters Score -8943828 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -8948530.000000 Penalty: 5502.727051
	Iteration 7F: 3 clusters Score -8948530 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8952680.000000 Penalty: 5502.727051
	Iteration 8F: 3 clusters Score -8952680 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8955531.000000 Penalty: 5502.727051
	Iteration 9Q: 3 clusters Score -8955531 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8956948.000000 Penalty: 5502.727051
	Iteration 10Q: 3 clusters Score -8956948 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -8957669.000000 Penalty: 5502.727051
	Iteration 11Q: 3 clusters Score -8957669 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8958006.000000 Penalty: 5502.727051
	Iteration 12Q: 3 clusters Score -8958006 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -8958264.000000 Penalty: 5502.727051
	Iteration 13Q: 3 clusters Score -8958264 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8958423.000000 Penalty: 5502.727051
	Iteration 14Q: 3 clusters Score -8958423 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8958573.000000 Penalty: 5502.727051
	Iteration 15Q: 3 clusters Score -8958573 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8958676.000000 Penalty: 5502.727051
	Iteration 16Q: 3 clusters Score -8958676 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8958777.000000 Penalty: 5502.727051
	Iteration 17Q: 3 clusters Score -8958777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8958823.000000 Penalty: 5502.727051
	Iteration 18Q: 3 clusters Score -8958823 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8958869.000000 Penalty: 5502.727051
	Iteration 19Q: 3 clusters Score -8958869 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8958918.000000 Penalty: 5502.727051
	Iteration 20F: 3 clusters Score -8958918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8958941.000000 Penalty: 5502.727051
	Iteration 21Q: 3 clusters Score -8958941 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8958950.000000 Penalty: 5502.727051
	Iteration 22Q: 3 clusters Score -8958950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8958987.000000 Penalty: 5502.727051
	Iteration 23Q: 3 clusters Score -8958987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8959009.000000 Penalty: 5502.727051
	Iteration 24Q: 3 clusters Score -8959009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8959055.000000 Penalty: 5502.727051
	Iteration 25Q: 3 clusters Score -8959055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8959085.000000 Penalty: 5502.727051
	Iteration 26Q: 3 clusters Score -8959085 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8959126.000000 Penalty: 5502.727051
	Iteration 27Q: 3 clusters Score -8959126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8959140.000000 Penalty: 5502.727051
	Iteration 28Q: 3 clusters Score -8959140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8959158.000000 Penalty: 5502.727051
	Iteration 29Q: 3 clusters Score -8959158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8959165.000000 Penalty: 5502.727051
	Iteration 30Q: 3 clusters Score -8959165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8959187.000000 Penalty: 5502.727051
	Iteration 31Q: 3 clusters Score -8959187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8959204.000000 Penalty: 5502.727051
	Iteration 32Q: 3 clusters Score -8959204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8959215.000000 Penalty: 5502.727051
	Iteration 33Q: 3 clusters Score -8959215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8959235.000000 Penalty: 5502.727051
	Iteration 34Q: 3 clusters Score -8959235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8959243.000000 Penalty: 5502.727051
	Iteration 35Q: 3 clusters Score -8959243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8959263.000000 Penalty: 5502.727051
	Iteration 36Q: 3 clusters Score -8959263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8959269.000000 Penalty: 5502.727051
	Iteration 37Q: 3 clusters Score -8959269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8959304.000000 Penalty: 5502.727051
	Iteration 38Q: 3 clusters Score -8959304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8959307.000000 Penalty: 5502.727051
	Iteration 39Q: 3 clusters Score -8959307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8959330.000000 Penalty: 5502.727051
	Iteration 40F: 3 clusters Score -8959330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8959333.000000 Penalty: 5502.727051
	Iteration 41Q: 3 clusters Score -8959333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8959345.000000 Penalty: 5502.727051
	Iteration 42Q: 3 clusters Score -8959345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8959358.000000 Penalty: 5502.727051
	Iteration 43Q: 3 clusters Score -8959358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8959359.000000 Penalty: 5502.727051
	Iteration 44Q: 3 clusters Score -8959359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8959357.000000 Penalty: 5502.727051
	Iteration 45Q: 3 clusters Score -8959357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8959366.000000 Penalty: 5502.727051
	Iteration 46Q: 3 clusters Score -8959366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8959359.000000 Penalty: 5502.727051
	Iteration 47Q: 3 clusters Score -8959359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8959365.000000 Penalty: 5502.727051
	Iteration 48Q: 3 clusters Score -8959365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8959363.000000 Penalty: 5502.727051
	Iteration 49Q: 3 clusters Score -8959363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8959373.000000 Penalty: 5502.727051
	Iteration 50Q: 3 clusters Score -8959373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8959375.000000 Penalty: 5502.727051
	Iteration 51Q: 3 clusters Score -8959375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8959376.000000 Penalty: 5502.727051
	Iteration 52Q: 3 clusters Score -8959376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8959375.000000 Penalty: 5502.727051
	Iteration 53Q: 3 clusters Score -8959375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8959384.000000 Penalty: 5502.727051
	Iteration 54Q: 3 clusters Score -8959384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8959382.000000 Penalty: 5502.727051
	Iteration 55Q: 3 clusters Score -8959382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8959387.000000 Penalty: 5502.727051
	Iteration 56Q: 3 clusters Score -8959387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8959382.000000 Penalty: 5502.727051
	Iteration 57Q: 3 clusters Score -8959382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8959379.000000 Penalty: 5502.727051
	Iteration 58Q: 3 clusters Score -8959379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8959394.000000 Penalty: 5502.727051
	Iteration 59Q: 3 clusters Score -8959394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8959379.000000 Penalty: 5502.727051
	Iteration 60F: 3 clusters Score -8959379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8959382.000000 Penalty: 5502.727051
	Iteration 61Q: 3 clusters Score -8959382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8959391.000000 Penalty: 5502.727051
	Iteration 62Q: 3 clusters Score -8959391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8959387.000000 Penalty: 5502.727051
	Iteration 63Q: 3 clusters Score -8959387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8959392.000000 Penalty: 5502.727051
	Iteration 64Q: 3 clusters Score -8959392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8959400.000000 Penalty: 5502.727051
	Iteration 65Q: 3 clusters Score -8959400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8959403.000000 Penalty: 5502.727051
	Iteration 66Q: 3 clusters Score -8959403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8959395.000000 Penalty: 5502.727051
	Iteration 67Q: 3 clusters Score -8959395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8959404.000000 Penalty: 5502.727051
	Iteration 68Q: 3 clusters Score -8959404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8959406.000000 Penalty: 5502.727051
	Iteration 69Q: 3 clusters Score -8959406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8959400.000000 Penalty: 5502.727051
	Iteration 70Q: 3 clusters Score -8959400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8959399.000000 Penalty: 5502.727051
	Iteration 71Q: 3 clusters Score -8959399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8959406.000000 Penalty: 5502.727051
	Iteration 72Q: 3 clusters Score -8959406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8959406.000000 Penalty: 5502.727051
	Iteration 73F: 3 clusters Score -8959406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Entering Unmasked Estep 
Score: -20350036.000000 Penalty: 2956.849609
	Iteration 0F: 2 clusters Score -2.035004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -20250708.000000 Penalty: 5913.699219
	Iteration 0F: 3 clusters Score -2.025071e+07 nChanged 72146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -20292170.000000 Penalty: 5913.699219
	Iteration 1F: 3 clusters Score -2.029217e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -20292874.000000 Penalty: 5913.699219
	Iteration 2Q: 3 clusters Score -2.029287e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -20293552.000000 Penalty: 5913.699219
	Iteration 3Q: 3 clusters Score -2.029355e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -20294438.000000 Penalty: 5913.699219
	Iteration 4Q: 3 clusters Score -2.029444e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -20295384.000000 Penalty: 5913.699219
	Iteration 5Q: 3 clusters Score -2.029538e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -20297052.000000 Penalty: 5913.699219
	Iteration 6Q: 3 clusters Score -2.029705e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -20300162.000000 Penalty: 5913.699219
	Iteration 7Q: 3 clusters Score -2.030016e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -20305904.000000 Penalty: 5913.699219
	Iteration 8F: 3 clusters Score -2.03059e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 114231 members 
Entering Unmasked Estep 
Score: -20314810.000000 Penalty: 5913.699219
	Iteration 9F: 3 clusters Score -2.031481e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -20326020.000000 Penalty: 5913.699219
	Iteration 10F: 3 clusters Score -2.032602e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -20336122.000000 Penalty: 5913.699219
	Iteration 11F: 3 clusters Score -2.033612e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 144425 members 
Entering Unmasked Estep 
Score: -20342654.000000 Penalty: 5913.699219
	Iteration 12Q: 3 clusters Score -2.034265e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -20345546.000000 Penalty: 5913.699219
	Iteration 13Q: 3 clusters Score -2.034555e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -20346684.000000 Penalty: 5913.699219
	Iteration 14Q: 3 clusters Score -2.034668e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -20347090.000000 Penalty: 5913.699219
	Iteration 15Q: 3 clusters Score -2.034709e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -20347298.000000 Penalty: 5913.699219
	Iteration 16Q: 3 clusters Score -2.03473e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 150224 members 
Entering Unmasked Estep 
Score: -20347348.000000 Penalty: 5913.699219
	Iteration 17Q: 3 clusters Score -2.034735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -20347400.000000 Penalty: 5913.699219
	Iteration 18Q: 3 clusters Score -2.03474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -20347456.000000 Penalty: 5913.699219
	Iteration 19Q: 3 clusters Score -2.034746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 150298 members 
Entering Unmasked Estep 
Score: -20347502.000000 Penalty: 5913.699219
	Iteration 20F: 3 clusters Score -2.03475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -20347494.000000 Penalty: 5913.699219
	Iteration 21Q: 3 clusters Score -2.034749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 150305 members 
Entering Unmasked Estep 
Score: -20347498.000000 Penalty: 5913.699219
	Iteration 22Q: 3 clusters Score -2.03475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 150305 members 
Entering Unmasked Estep 
Score: -20347518.000000 Penalty: 5913.699219
	Iteration 23Q: 3 clusters Score -2.034752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -20347500.000000 Penalty: 5913.699219
	Iteration 24Q: 3 clusters Score -2.03475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 150306 members 
Entering Unmasked Estep 
Score: -20347500.000000 Penalty: 5913.699219
	Iteration 25Q: 3 clusters Score -2.03475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -20347504.000000 Penalty: 5913.699219
	Iteration 26Q: 3 clusters Score -2.03475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -20347504.000000 Penalty: 5913.699219
	Iteration 27F: 3 clusters Score -2.03475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -638799.937500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -638799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -634191.625000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -634191.6 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -635421.562500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -635421.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -635741.937500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -635741.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -635918.125000 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -635918.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -636037.562500 Penalty: 4235.709473
	Iteration 4Q: 3 clusters Score -636037.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -636114.187500 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -636114.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -636163.937500 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -636163.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -636207.125000 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -636207.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -636240.000000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -636240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -636268.375000 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -636268.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -636297.187500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -636297.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -636324.812500 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -636324.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -636353.687500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -636353.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -636383.750000 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -636383.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -636416.250000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -636416.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -636452.875000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -636452.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -636497.250000 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -636497.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -636531.250000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -636531.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -636561.625000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -636561.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -636596.937500 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -636596.9 nChanged 69
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: -636634.437500 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -636634.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -636670.250000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -636670.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -636709.812500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -636709.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -636748.625000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -636748.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -636783.125000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -636783.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -636814.562500 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -636814.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -636843.625000 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -636843.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -636864.437500 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -636864.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -636886.937500 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -636886.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -636907.812500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -636907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -636921.750000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -636921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -636933.000000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -636933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -636943.750000 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -636943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -636953.312500 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -636953.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -636963.062500 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -636963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -636973.062500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -636973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -636986.125000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -636986.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -637001.500000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -637001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -637014.562500 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -637014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -637026.625000 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -637026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -637034.750000 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -637034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -637038.187500 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -637038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -637044.937500 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -637044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -637052.437500 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -637052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -637059.750000 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -637059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -637064.750000 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -637064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -637071.312500 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -637071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -637075.000000 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -637075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -637080.937500 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -637080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -637083.187500 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -637083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -637085.000000 Penalty: 4235.709473
	Iteration 50Q: 3 clusters Score -637085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -637085.562500 Penalty: 4235.709473
	Iteration 51Q: 3 clusters Score -637085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -637085.562500 Penalty: 4235.709473
	Iteration 52F: 3 clusters Score -637085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43909.148438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43909.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42562.738281 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42562.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42745.972656 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42745.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42809.003906 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42815.371094 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42815.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42827.253906 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42827.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42843.054688 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42843.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42849.484375 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42849.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42866.164062 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -42866.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42866.164062 Penalty: 2954.095215
	Iteration 8F: 3 clusters Score -42866.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Entering Unmasked Estep 
Score: -1707336.125000 Penalty: 2358.130615
	Iteration 0F: 2 clusters Score -1707336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1697452.625000 Penalty: 4716.261230
	Iteration 0F: 3 clusters Score -1697453 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1700494.750000 Penalty: 4716.261230
	Iteration 1F: 3 clusters Score -1700495 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1700882.750000 Penalty: 4716.261230
	Iteration 2F: 3 clusters Score -1700883 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1701207.000000 Penalty: 4716.261230
	Iteration 3F: 3 clusters Score -1701207 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1701504.125000 Penalty: 4716.261230
	Iteration 4Q: 3 clusters Score -1701504 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1701790.125000 Penalty: 4716.261230
	Iteration 5Q: 3 clusters Score -1701790 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1702105.500000 Penalty: 4716.261230
	Iteration 6Q: 3 clusters Score -1702106 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1702492.000000 Penalty: 4716.261230
	Iteration 7Q: 3 clusters Score -1702492 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1702983.750000 Penalty: 4716.261230
	Iteration 8F: 3 clusters Score -1702984 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1703516.125000 Penalty: 4716.261230
	Iteration 9F: 3 clusters Score -1703516 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1704065.375000 Penalty: 4716.261230
	Iteration 10F: 3 clusters Score -1704065 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1704547.625000 Penalty: 4716.261230
	Iteration 11Q: 3 clusters Score -1704548 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1704948.875000 Penalty: 4716.261230
	Iteration 12Q: 3 clusters Score -1704949 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1705264.500000 Penalty: 4716.261230
	Iteration 13Q: 3 clusters Score -1705264 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1705512.000000 Penalty: 4716.261230
	Iteration 14Q: 3 clusters Score -1705512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1705672.750000 Penalty: 4716.261230
	Iteration 15Q: 3 clusters Score -1705673 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1705778.750000 Penalty: 4716.261230
	Iteration 16Q: 3 clusters Score -1705779 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1705858.250000 Penalty: 4716.261230
	Iteration 17Q: 3 clusters Score -1705858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1705927.125000 Penalty: 4716.261230
	Iteration 18Q: 3 clusters Score -1705927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1705998.000000 Penalty: 4716.261230
	Iteration 19Q: 3 clusters Score -1705998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1706060.125000 Penalty: 4716.261230
	Iteration 20F: 3 clusters Score -1706060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1706110.125000 Penalty: 4716.261230
	Iteration 21Q: 3 clusters Score -1706110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1706152.375000 Penalty: 4716.261230
	Iteration 22Q: 3 clusters Score -1706152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1706183.375000 Penalty: 4716.261230
	Iteration 23Q: 3 clusters Score -1706183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1706203.625000 Penalty: 4716.261230
	Iteration 24Q: 3 clusters Score -1706204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1706214.750000 Penalty: 4716.261230
	Iteration 25Q: 3 clusters Score -1706215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1706224.875000 Penalty: 4716.261230
	Iteration 26Q: 3 clusters Score -1706225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1706233.875000 Penalty: 4716.261230
	Iteration 27Q: 3 clusters Score -1706234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1706236.250000 Penalty: 4716.261230
	Iteration 28Q: 3 clusters Score -1706236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1706239.875000 Penalty: 4716.261230
	Iteration 29Q: 3 clusters Score -1706240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1706242.125000 Penalty: 4716.261230
	Iteration 30Q: 3 clusters Score -1706242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1706241.250000 Penalty: 4716.261230
	Iteration 31Q: 3 clusters Score -1706241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1706241.125000 Penalty: 4716.261230
	Iteration 32Q: 3 clusters Score -1706241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1706242.375000 Penalty: 4716.261230
	Iteration 33Q: 3 clusters Score -1706242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1706245.125000 Penalty: 4716.261230
	Iteration 34Q: 3 clusters Score -1706245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1706244.875000 Penalty: 4716.261230
	Iteration 35Q: 3 clusters Score -1706245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1706244.875000 Penalty: 4716.261230
	Iteration 36F: 3 clusters Score -1706245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183187 members 
Entering Unmasked Estep 
Score: -24628802.000000 Penalty: 3005.329346
	Iteration 0F: 2 clusters Score -2.46288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -24512610.000000 Penalty: 6010.658691
	Iteration 0F: 3 clusters Score -2.451261e+07 nChanged 87977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -24564266.000000 Penalty: 6010.658691
	Iteration 1F: 3 clusters Score -2.456427e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -24565292.000000 Penalty: 6010.658691
	Iteration 2Q: 3 clusters Score -2.456529e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -24566612.000000 Penalty: 6010.658691
	Iteration 3Q: 3 clusters Score -2.456661e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -24568340.000000 Penalty: 6010.658691
	Iteration 4Q: 3 clusters Score -2.456834e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -24571064.000000 Penalty: 6010.658691
	Iteration 5Q: 3 clusters Score -2.457106e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -24575258.000000 Penalty: 6010.658691
	Iteration 6Q: 3 clusters Score -2.457526e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -24581616.000000 Penalty: 6010.658691
	Iteration 7F: 3 clusters Score -2.458162e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -24590118.000000 Penalty: 6010.658691
	Iteration 8F: 3 clusters Score -2.459012e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 127869 members 
Entering Unmasked Estep 
Score: -24599566.000000 Penalty: 6010.658691
	Iteration 9F: 3 clusters Score -2.459957e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -24606342.000000 Penalty: 6010.658691
	Iteration 10F: 3 clusters Score -2.460634e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 136816 members 
Entering Unmasked Estep 
Score: -24610596.000000 Penalty: 6010.658691
	Iteration 11Q: 3 clusters Score -2.46106e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -24612928.000000 Penalty: 6010.658691
	Iteration 12Q: 3 clusters Score -2.461293e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -24614590.000000 Penalty: 6010.658691
	Iteration 13Q: 3 clusters Score -2.461459e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -24615878.000000 Penalty: 6010.658691
	Iteration 14Q: 3 clusters Score -2.461588e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 149917 members 
Entering Unmasked Estep 
Score: -24617370.000000 Penalty: 6010.658691
	Iteration 15Q: 3 clusters Score -2.461737e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 153333 members 
Entering Unmasked Estep 
Score: -24618720.000000 Penalty: 6010.658691
	Iteration 16Q: 3 clusters Score -2.461872e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -24620154.000000 Penalty: 6010.658691
	Iteration 17Q: 3 clusters Score -2.462015e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 159705 members 
Entering Unmasked Estep 
Score: -24621568.000000 Penalty: 6010.658691
	Iteration 18Q: 3 clusters Score -2.462157e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -24622838.000000 Penalty: 6010.658691
	Iteration 19Q: 3 clusters Score -2.462284e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -24623866.000000 Penalty: 6010.658691
	Iteration 20F: 3 clusters Score -2.462387e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -24624738.000000 Penalty: 6010.658691
	Iteration 21Q: 3 clusters Score -2.462474e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -24625592.000000 Penalty: 6010.658691
	Iteration 22Q: 3 clusters Score -2.462559e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -24626092.000000 Penalty: 6010.658691
	Iteration 23Q: 3 clusters Score -2.462609e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -24626696.000000 Penalty: 6010.658691
	Iteration 24Q: 3 clusters Score -2.46267e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -24626920.000000 Penalty: 6010.658691
	Iteration 25Q: 3 clusters Score -2.462692e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -24627124.000000 Penalty: 6010.658691
	Iteration 26Q: 3 clusters Score -2.462712e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -24627302.000000 Penalty: 6010.658691
	Iteration 27Q: 3 clusters Score -2.46273e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 177010 members 
Entering Unmasked Estep 
Score: -24627342.000000 Penalty: 6010.658691
	Iteration 28Q: 3 clusters Score -2.462734e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -24627476.000000 Penalty: 6010.658691
	Iteration 29Q: 3 clusters Score -2.462748e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 178298 members 
Entering Unmasked Estep 
Score: -24627466.000000 Penalty: 6010.658691
	Iteration 30Q: 3 clusters Score -2.462747e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -24627546.000000 Penalty: 6010.658691
	Iteration 31Q: 3 clusters Score -2.462755e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -24627552.000000 Penalty: 6010.658691
	Iteration 32Q: 3 clusters Score -2.462755e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 179530 members 
Entering Unmasked Estep 
Score: -24627584.000000 Penalty: 6010.658691
	Iteration 33Q: 3 clusters Score -2.462758e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 179786 members 
Entering Unmasked Estep 
Score: -24627558.000000 Penalty: 6010.658691
	Iteration 34Q: 3 clusters Score -2.462756e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -24627528.000000 Penalty: 6010.658691
	Iteration 35Q: 3 clusters Score -2.462753e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -24627498.000000 Penalty: 6010.658691
	Iteration 36Q: 3 clusters Score -2.46275e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 180349 members 
Entering Unmasked Estep 
Score: -24627452.000000 Penalty: 6010.658691
	Iteration 37Q: 3 clusters Score -2.462745e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 180458 members 
Entering Unmasked Estep 
Score: -24627424.000000 Penalty: 6010.658691
	Iteration 38Q: 3 clusters Score -2.462742e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 180547 members 
Entering Unmasked Estep 
Score: -24627406.000000 Penalty: 6010.658691
	Iteration 39Q: 3 clusters Score -2.462741e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 180618 members 
Entering Unmasked Estep 
Score: -24627400.000000 Penalty: 6010.658691
	Iteration 40F: 3 clusters Score -2.46274e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 180672 members 
Entering Unmasked Estep 
Score: -24627376.000000 Penalty: 6010.658691
	Iteration 41Q: 3 clusters Score -2.462738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 180725 members 
Entering Unmasked Estep 
Score: -24627356.000000 Penalty: 6010.658691
	Iteration 42Q: 3 clusters Score -2.462736e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -24627320.000000 Penalty: 6010.658691
	Iteration 43Q: 3 clusters Score -2.462732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 180810 members 
Entering Unmasked Estep 
Score: -24627306.000000 Penalty: 6010.658691
	Iteration 44Q: 3 clusters Score -2.462731e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -24627264.000000 Penalty: 6010.658691
	Iteration 45Q: 3 clusters Score -2.462726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 180871 members 
Entering Unmasked Estep 
Score: -24627268.000000 Penalty: 6010.658691
	Iteration 46Q: 3 clusters Score -2.462727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -24627230.000000 Penalty: 6010.658691
	Iteration 47Q: 3 clusters Score -2.462723e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -24627234.000000 Penalty: 6010.658691
	Iteration 48Q: 3 clusters Score -2.462723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -24627290.000000 Penalty: 6010.658691
	Iteration 49Q: 3 clusters Score -2.462729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -24627296.000000 Penalty: 6010.658691
	Iteration 50Q: 3 clusters Score -2.46273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -24627304.000000 Penalty: 6010.658691
	Iteration 51Q: 3 clusters Score -2.46273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -24627288.000000 Penalty: 6010.658691
	Iteration 52Q: 3 clusters Score -2.462729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -24627298.000000 Penalty: 6010.658691
	Iteration 53Q: 3 clusters Score -2.46273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 181030 members 
Entering Unmasked Estep 
Score: -24627262.000000 Penalty: 6010.658691
	Iteration 54Q: 3 clusters Score -2.462726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -24627282.000000 Penalty: 6010.658691
	Iteration 55Q: 3 clusters Score -2.462728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 181058 members 
Entering Unmasked Estep 
Score: -24627280.000000 Penalty: 6010.658691
	Iteration 56Q: 3 clusters Score -2.462728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -24627278.000000 Penalty: 6010.658691
	Iteration 57Q: 3 clusters Score -2.462728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -24627294.000000 Penalty: 6010.658691
	Iteration 58Q: 3 clusters Score -2.462729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 181092 members 
Entering Unmasked Estep 
Score: -24627290.000000 Penalty: 6010.658691
	Iteration 59Q: 3 clusters Score -2.462729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 181101 members 
Entering Unmasked Estep 
Score: -24627280.000000 Penalty: 6010.658691
	Iteration 60F: 3 clusters Score -2.462728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 181112 members 
Entering Unmasked Estep 
Score: -24627302.000000 Penalty: 6010.658691
	Iteration 61Q: 3 clusters Score -2.46273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 181122 members 
Entering Unmasked Estep 
Score: -24627284.000000 Penalty: 6010.658691
	Iteration 62Q: 3 clusters Score -2.462728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -24627292.000000 Penalty: 6010.658691
	Iteration 63Q: 3 clusters Score -2.462729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -24627294.000000 Penalty: 6010.658691
	Iteration 64Q: 3 clusters Score -2.462729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 181143 members 
Entering Unmasked Estep 
Score: -24627318.000000 Penalty: 6010.658691
	Iteration 65Q: 3 clusters Score -2.462732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -24627332.000000 Penalty: 6010.658691
	Iteration 66Q: 3 clusters Score -2.462733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -24627328.000000 Penalty: 6010.658691
	Iteration 67Q: 3 clusters Score -2.462733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 181152 members 
Entering Unmasked Estep 
Score: -24627314.000000 Penalty: 6010.658691
	Iteration 68Q: 3 clusters Score -2.462731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 181160 members 
Entering Unmasked Estep 
Score: -24627318.000000 Penalty: 6010.658691
	Iteration 69Q: 3 clusters Score -2.462732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 181164 members 
Entering Unmasked Estep 
Score: -24627336.000000 Penalty: 6010.658691
	Iteration 70Q: 3 clusters Score -2.462734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 181171 members 
Entering Unmasked Estep 
Score: -24627348.000000 Penalty: 6010.658691
	Iteration 71Q: 3 clusters Score -2.462735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 181173 members 
Entering Unmasked Estep 
Score: -24627342.000000 Penalty: 6010.658691
	Iteration 72Q: 3 clusters Score -2.462734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 181176 members 
Entering Unmasked Estep 
Score: -24627330.000000 Penalty: 6010.658691
	Iteration 73Q: 3 clusters Score -2.462733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 181178 members 
Entering Unmasked Estep 
Score: -24627330.000000 Penalty: 6010.658691
	Iteration 74Q: 3 clusters Score -2.462733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 181182 members 
Entering Unmasked Estep 
Score: -24627344.000000 Penalty: 6010.658691
	Iteration 75Q: 3 clusters Score -2.462734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 181191 members 
Entering Unmasked Estep 
Score: -24627334.000000 Penalty: 6010.658691
	Iteration 76Q: 3 clusters Score -2.462733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -24627356.000000 Penalty: 6010.658691
	Iteration 77Q: 3 clusters Score -2.462736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 181203 members 
Entering Unmasked Estep 
Score: -24627354.000000 Penalty: 6010.658691
	Iteration 78Q: 3 clusters Score -2.462735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 181209 members 
Entering Unmasked Estep 
Score: -24627348.000000 Penalty: 6010.658691
	Iteration 79Q: 3 clusters Score -2.462735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 181212 members 
Entering Unmasked Estep 
Score: -24627350.000000 Penalty: 6010.658691
	Iteration 80F: 3 clusters Score -2.462735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 181215 members 
Entering Unmasked Estep 
Score: -24627332.000000 Penalty: 6010.658691
	Iteration 81Q: 3 clusters Score -2.462733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 181219 members 
Entering Unmasked Estep 
Score: -24627344.000000 Penalty: 6010.658691
	Iteration 82Q: 3 clusters Score -2.462734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 181222 members 
Entering Unmasked Estep 
Score: -24627338.000000 Penalty: 6010.658691
	Iteration 83Q: 3 clusters Score -2.462734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 181225 members 
Entering Unmasked Estep 
Score: -24627336.000000 Penalty: 6010.658691
	Iteration 84Q: 3 clusters Score -2.462734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 181228 members 
Entering Unmasked Estep 
Score: -24627332.000000 Penalty: 6010.658691
	Iteration 85Q: 3 clusters Score -2.462733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -24627338.000000 Penalty: 6010.658691
	Iteration 86Q: 3 clusters Score -2.462734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 181232 members 
Entering Unmasked Estep 
Score: -24627342.000000 Penalty: 6010.658691
	Iteration 87Q: 3 clusters Score -2.462734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 181236 members 
Entering Unmasked Estep 
Score: -24627344.000000 Penalty: 6010.658691
	Iteration 88Q: 3 clusters Score -2.462734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 181241 members 
Entering Unmasked Estep 
Score: -24627350.000000 Penalty: 6010.658691
	Iteration 89Q: 3 clusters Score -2.462735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 181245 members 
Entering Unmasked Estep 
Score: -24627346.000000 Penalty: 6010.658691
	Iteration 90Q: 3 clusters Score -2.462735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 181246 members 
Entering Unmasked Estep 
Score: -24627350.000000 Penalty: 6010.658691
	Iteration 91Q: 3 clusters Score -2.462735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -24627348.000000 Penalty: 6010.658691
	Iteration 92Q: 3 clusters Score -2.462735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -24627348.000000 Penalty: 6010.658691
	Iteration 93F: 3 clusters Score -2.462735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Entering Unmasked Estep 
Score: -5540398.500000 Penalty: 2632.596924
	Iteration 0F: 2 clusters Score -5540398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5512672.500000 Penalty: 5265.193848
	Iteration 0F: 3 clusters Score -5512672 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5522861.500000 Penalty: 5265.193848
	Iteration 1F: 3 clusters Score -5522862 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -5523386.500000 Penalty: 5265.193848
	Iteration 2Q: 3 clusters Score -5523386 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5523883.000000 Penalty: 5265.193848
	Iteration 3Q: 3 clusters Score -5523883 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -5524493.500000 Penalty: 5265.193848
	Iteration 4Q: 3 clusters Score -5524494 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5525380.000000 Penalty: 5265.193848
	Iteration 5Q: 3 clusters Score -5525380 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5526704.500000 Penalty: 5265.193848
	Iteration 6F: 3 clusters Score -5526704 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -5528646.500000 Penalty: 5265.193848
	Iteration 7F: 3 clusters Score -5528646 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5531012.500000 Penalty: 5265.193848
	Iteration 8F: 3 clusters Score -5531012 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5533407.500000 Penalty: 5265.193848
	Iteration 9F: 3 clusters Score -5533408 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -5535307.500000 Penalty: 5265.193848
	Iteration 10F: 3 clusters Score -5535308 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5536529.000000 Penalty: 5265.193848
	Iteration 11Q: 3 clusters Score -5536529 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5537127.500000 Penalty: 5265.193848
	Iteration 12Q: 3 clusters Score -5537128 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5537501.000000 Penalty: 5265.193848
	Iteration 13Q: 3 clusters Score -5537501 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5537682.000000 Penalty: 5265.193848
	Iteration 14Q: 3 clusters Score -5537682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5537837.000000 Penalty: 5265.193848
	Iteration 15Q: 3 clusters Score -5537837 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5537922.500000 Penalty: 5265.193848
	Iteration 16Q: 3 clusters Score -5537922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5538030.500000 Penalty: 5265.193848
	Iteration 17Q: 3 clusters Score -5538030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5538091.500000 Penalty: 5265.193848
	Iteration 18Q: 3 clusters Score -5538092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5538154.500000 Penalty: 5265.193848
	Iteration 19Q: 3 clusters Score -5538154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5538207.500000 Penalty: 5265.193848
	Iteration 20F: 3 clusters Score -5538208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5538260.500000 Penalty: 5265.193848
	Iteration 21Q: 3 clusters Score -5538260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5538277.000000 Penalty: 5265.193848
	Iteration 22Q: 3 clusters Score -5538277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5538313.000000 Penalty: 5265.193848
	Iteration 23Q: 3 clusters Score -5538313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5538341.500000 Penalty: 5265.193848
	Iteration 24Q: 3 clusters Score -5538342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5538347.000000 Penalty: 5265.193848
	Iteration 25Q: 3 clusters Score -5538347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5538362.000000 Penalty: 5265.193848
	Iteration 26Q: 3 clusters Score -5538362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5538384.000000 Penalty: 5265.193848
	Iteration 27Q: 3 clusters Score -5538384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5538385.500000 Penalty: 5265.193848
	Iteration 28Q: 3 clusters Score -5538386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5538390.000000 Penalty: 5265.193848
	Iteration 29Q: 3 clusters Score -5538390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5538398.000000 Penalty: 5265.193848
	Iteration 30Q: 3 clusters Score -5538398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5538404.000000 Penalty: 5265.193848
	Iteration 31Q: 3 clusters Score -5538404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5538417.000000 Penalty: 5265.193848
	Iteration 32Q: 3 clusters Score -5538417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5538423.500000 Penalty: 5265.193848
	Iteration 33Q: 3 clusters Score -5538424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5538434.000000 Penalty: 5265.193848
	Iteration 34Q: 3 clusters Score -5538434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5538427.500000 Penalty: 5265.193848
	Iteration 35Q: 3 clusters Score -5538428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5538436.500000 Penalty: 5265.193848
	Iteration 36Q: 3 clusters Score -5538436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5538437.500000 Penalty: 5265.193848
	Iteration 37Q: 3 clusters Score -5538438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5538439.500000 Penalty: 5265.193848
	Iteration 38Q: 3 clusters Score -5538440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5538445.500000 Penalty: 5265.193848
	Iteration 39Q: 3 clusters Score -5538446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5538458.500000 Penalty: 5265.193848
	Iteration 40F: 3 clusters Score -5538458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5538454.500000 Penalty: 5265.193848
	Iteration 41Q: 3 clusters Score -5538454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5538470.000000 Penalty: 5265.193848
	Iteration 42Q: 3 clusters Score -5538470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5538460.000000 Penalty: 5265.193848
	Iteration 43Q: 3 clusters Score -5538460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5538483.000000 Penalty: 5265.193848
	Iteration 44Q: 3 clusters Score -5538483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5538488.000000 Penalty: 5265.193848
	Iteration 45Q: 3 clusters Score -5538488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5538482.500000 Penalty: 5265.193848
	Iteration 46Q: 3 clusters Score -5538482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5538489.500000 Penalty: 5265.193848
	Iteration 47Q: 3 clusters Score -5538490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5538495.000000 Penalty: 5265.193848
	Iteration 48Q: 3 clusters Score -5538495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5538494.500000 Penalty: 5265.193848
	Iteration 49Q: 3 clusters Score -5538494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5538490.500000 Penalty: 5265.193848
	Iteration 50Q: 3 clusters Score -5538490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5538504.000000 Penalty: 5265.193848
	Iteration 51Q: 3 clusters Score -5538504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5538500.000000 Penalty: 5265.193848
	Iteration 52Q: 3 clusters Score -5538500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5538500.500000 Penalty: 5265.193848
	Iteration 53Q: 3 clusters Score -5538500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5538497.500000 Penalty: 5265.193848
	Iteration 54Q: 3 clusters Score -5538498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5538491.500000 Penalty: 5265.193848
	Iteration 55Q: 3 clusters Score -5538492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5538493.500000 Penalty: 5265.193848
	Iteration 56Q: 3 clusters Score -5538494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5538495.000000 Penalty: 5265.193848
	Iteration 57Q: 3 clusters Score -5538495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5538493.000000 Penalty: 5265.193848
	Iteration 58Q: 3 clusters Score -5538493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5538503.500000 Penalty: 5265.193848
	Iteration 59Q: 3 clusters Score -5538504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5538502.500000 Penalty: 5265.193848
	Iteration 60F: 3 clusters Score -5538502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5538497.000000 Penalty: 5265.193848
	Iteration 61Q: 3 clusters Score -5538497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5538492.500000 Penalty: 5265.193848
	Iteration 62Q: 3 clusters Score -5538492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5538497.000000 Penalty: 5265.193848
	Iteration 63Q: 3 clusters Score -5538497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5538495.500000 Penalty: 5265.193848
	Iteration 64Q: 3 clusters Score -5538496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5538494.000000 Penalty: 5265.193848
	Iteration 65Q: 3 clusters Score -5538494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5538494.500000 Penalty: 5265.193848
	Iteration 66Q: 3 clusters Score -5538494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5538497.000000 Penalty: 5265.193848
	Iteration 67Q: 3 clusters Score -5538497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5538496.000000 Penalty: 5265.193848
	Iteration 68Q: 3 clusters Score -5538496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5538492.000000 Penalty: 5265.193848
	Iteration 69Q: 3 clusters Score -5538492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5538492.000000 Penalty: 5265.193848
	Iteration 70F: 3 clusters Score -5538492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Entering Unmasked Estep 
Score: -8891910.000000 Penalty: 2760.514893
	Iteration 0F: 2 clusters Score -8891910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8846072.000000 Penalty: 5521.029785
	Iteration 0F: 3 clusters Score -8846072 nChanged 31997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8863876.000000 Penalty: 5521.029785
	Iteration 1F: 3 clusters Score -8863876 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8864594.000000 Penalty: 5521.029785
	Iteration 2Q: 3 clusters Score -8864594 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -8865275.000000 Penalty: 5521.029785
	Iteration 3Q: 3 clusters Score -8865275 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -8866294.000000 Penalty: 5521.029785
	Iteration 4Q: 3 clusters Score -8866294 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -8868013.000000 Penalty: 5521.029785
	Iteration 5Q: 3 clusters Score -8868013 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -8870838.000000 Penalty: 5521.029785
	Iteration 6F: 3 clusters Score -8870838 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -8875002.000000 Penalty: 5521.029785
	Iteration 7F: 3 clusters Score -8875002 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -8880121.000000 Penalty: 5521.029785
	Iteration 8F: 3 clusters Score -8880121 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -8884583.000000 Penalty: 5521.029785
	Iteration 9F: 3 clusters Score -8884583 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -8887502.000000 Penalty: 5521.029785
	Iteration 10Q: 3 clusters Score -8887502 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -8888756.000000 Penalty: 5521.029785
	Iteration 11Q: 3 clusters Score -8888756 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8889231.000000 Penalty: 5521.029785
	Iteration 12Q: 3 clusters Score -8889231 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -8889425.000000 Penalty: 5521.029785
	Iteration 13Q: 3 clusters Score -8889425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -8889528.000000 Penalty: 5521.029785
	Iteration 14Q: 3 clusters Score -8889528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -8889592.000000 Penalty: 5521.029785
	Iteration 15Q: 3 clusters Score -8889592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -8889620.000000 Penalty: 5521.029785
	Iteration 16Q: 3 clusters Score -8889620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -8889637.000000 Penalty: 5521.029785
	Iteration 17Q: 3 clusters Score -8889637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -8889637.000000 Penalty: 5521.029785
	Iteration 18Q: 3 clusters Score -8889637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8889653.000000 Penalty: 5521.029785
	Iteration 19Q: 3 clusters Score -8889653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -8889657.000000 Penalty: 5521.029785
	Iteration 20F: 3 clusters Score -8889657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8889661.000000 Penalty: 5521.029785
	Iteration 21Q: 3 clusters Score -8889661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8889676.000000 Penalty: 5521.029785
	Iteration 22Q: 3 clusters Score -8889676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8889688.000000 Penalty: 5521.029785
	Iteration 23Q: 3 clusters Score -8889688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -8889685.000000 Penalty: 5521.029785
	Iteration 24Q: 3 clusters Score -8889685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -8889696.000000 Penalty: 5521.029785
	Iteration 25Q: 3 clusters Score -8889696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -8889701.000000 Penalty: 5521.029785
	Iteration 26Q: 3 clusters Score -8889701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -8889699.000000 Penalty: 5521.029785
	Iteration 27Q: 3 clusters Score -8889699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -8889699.000000 Penalty: 5521.029785
	Iteration 28Q: 3 clusters Score -8889699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -8889699.000000 Penalty: 5521.029785
	Iteration 29F: 3 clusters Score -8889699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -352425.312500 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -352425.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -349430.718750 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -349430.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349928.437500 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -349928.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -350074.750000 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -350074.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -350165.718750 Penalty: 3883.102051
	Iteration 3Q: 3 clusters Score -350165.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -350219.843750 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -350219.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -350247.343750 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -350247.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -350270.156250 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -350270.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -350292.093750 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -350292.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -350308.562500 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -350308.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -350321.625000 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -350321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350333.125000 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -350333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350343.812500 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -350343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -350352.437500 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -350352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -350357.593750 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -350357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -350360.500000 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -350360.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -350363.468750 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -350363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -350366.062500 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -350366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -350368.531250 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -350368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -350370.750000 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -350370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -350373.656250 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -350373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -350374.562500 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -350374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -149477.625000 Penalty: 1774.925171
	Iteration 0F: 2 clusters Score -149477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147550.937500 Penalty: 3549.850342
	Iteration 0F: 3 clusters Score -147550.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -148615.593750 Penalty: 3549.850342
	Iteration 1F: 3 clusters Score -148615.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -149478.546875 Penalty: 3549.850342
	Iteration 2F: 3 clusters Score -149478.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -149974.031250 Penalty: 3549.850342
	Iteration 3F: 3 clusters Score -149974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -150259.171875 Penalty: 3549.850342
	Iteration 4Q: 3 clusters Score -150259.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150380.765625 Penalty: 3549.850342
	Iteration 5Q: 3 clusters Score -150380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -150429.578125 Penalty: 3549.850342
	Iteration 6Q: 3 clusters Score -150429.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150491.703125 Penalty: 3549.850342
	Iteration 7Q: 3 clusters Score -150491.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -150617.234375 Penalty: 3549.850342
	Iteration 8Q: 3 clusters Score -150617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -150713.781250 Penalty: 3549.850342
	Iteration 9Q: 3 clusters Score -150713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -150769.312500 Penalty: 3549.850342
	Iteration 10Q: 3 clusters Score -150769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -150790.968750 Penalty: 3549.850342
	Iteration 11Q: 3 clusters Score -150791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -150802.484375 Penalty: 3549.850342
	Iteration 12Q: 3 clusters Score -150802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150804.078125 Penalty: 3549.850342
	Iteration 13Q: 3 clusters Score -150804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150804.078125 Penalty: 3549.850342
	Iteration 14F: 3 clusters Score -150804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 230810 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 96172 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 65789 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 150660 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13475 members 
Mstep: Class 14 contains 183187 members 
Mstep: Class 15 contains 40754 members 
Mstep: Class 16 contains 68262 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 28904 members 
Mstep: Class 21 contains 94937 members 
Mstep: Class 22 contains 152678 members 
Mstep: Class 24 contains 5236 members 
Entering Unmasked Estep 
Score: -180344240.000000 Penalty: 77098.109375
Splitting cluster 18 changes total score from -180344032.000000 to -180344240.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (28904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Entering Unmasked Estep 
Score: -3964737.250000 Penalty: 2547.390381
	Iteration 0F: 2 clusters Score -3964737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3944928.750000 Penalty: 5094.780762
	Iteration 0F: 3 clusters Score -3944929 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3951855.250000 Penalty: 5094.780762
	Iteration 1F: 3 clusters Score -3951855 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3952222.250000 Penalty: 5094.780762
	Iteration 2Q: 3 clusters Score -3952222 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3952503.250000 Penalty: 5094.780762
	Iteration 3Q: 3 clusters Score -3952503 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3952712.500000 Penalty: 5094.780762
	Iteration 4Q: 3 clusters Score -3952712 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3952908.500000 Penalty: 5094.780762
	Iteration 5Q: 3 clusters Score -3952908 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3953074.500000 Penalty: 5094.780762
	Iteration 6Q: 3 clusters Score -3953074 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3953225.250000 Penalty: 5094.780762
	Iteration 7Q: 3 clusters Score -3953225 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3953402.750000 Penalty: 5094.780762
	Iteration 8Q: 3 clusters Score -3953403 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3953565.000000 Penalty: 5094.780762
	Iteration 9Q: 3 clusters Score -3953565 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3953757.250000 Penalty: 5094.780762
	Iteration 10Q: 3 clusters Score -3953757 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3954017.250000 Penalty: 5094.780762
	Iteration 11Q: 3 clusters Score -3954017 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3954385.000000 Penalty: 5094.780762
	Iteration 12Q: 3 clusters Score -3954385 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3954918.750000 Penalty: 5094.780762
	Iteration 13Q: 3 clusters Score -3954919 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3955687.500000 Penalty: 5094.780762
	Iteration 14Q: 3 clusters Score -3955688 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3956789.000000 Penalty: 5094.780762
	Iteration 15F: 3 clusters Score -3956789 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3958201.750000 Penalty: 5094.780762
	Iteration 16F: 3 clusters Score -3958202 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3959646.500000 Penalty: 5094.780762
	Iteration 17F: 3 clusters Score -3959646 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3960816.000000 Penalty: 5094.780762
	Iteration 18Q: 3 clusters Score -3960816 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3961555.250000 Penalty: 5094.780762
	Iteration 19Q: 3 clusters Score -3961555 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3961975.000000 Penalty: 5094.780762
	Iteration 20F: 3 clusters Score -3961975 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3962180.250000 Penalty: 5094.780762
	Iteration 21Q: 3 clusters Score -3962180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3962311.500000 Penalty: 5094.780762
	Iteration 22Q: 3 clusters Score -3962312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3962370.750000 Penalty: 5094.780762
	Iteration 23Q: 3 clusters Score -3962371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3962398.500000 Penalty: 5094.780762
	Iteration 24Q: 3 clusters Score -3962398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3962405.000000 Penalty: 5094.780762
	Iteration 25Q: 3 clusters Score -3962405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3962421.000000 Penalty: 5094.780762
	Iteration 26Q: 3 clusters Score -3962421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3962448.000000 Penalty: 5094.780762
	Iteration 27Q: 3 clusters Score -3962448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3962458.250000 Penalty: 5094.780762
	Iteration 28Q: 3 clusters Score -3962458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3962465.000000 Penalty: 5094.780762
	Iteration 29Q: 3 clusters Score -3962465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3962470.750000 Penalty: 5094.780762
	Iteration 30Q: 3 clusters Score -3962471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3962473.500000 Penalty: 5094.780762
	Iteration 31Q: 3 clusters Score -3962474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3962478.250000 Penalty: 5094.780762
	Iteration 32Q: 3 clusters Score -3962478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3962480.750000 Penalty: 5094.780762
	Iteration 33Q: 3 clusters Score -3962481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3962480.750000 Penalty: 5094.780762
	Iteration 34F: 3 clusters Score -3962481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Entering Unmasked Estep 
Score: -12644840.000000 Penalty: 2842.320312
	Iteration 0F: 2 clusters Score -1.264484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -12581354.000000 Penalty: 5684.640625
	Iteration 0F: 3 clusters Score -1.258135e+07 nChanged 44705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -12607128.000000 Penalty: 5684.640625
	Iteration 1F: 3 clusters Score -1.260713e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -12608434.000000 Penalty: 5684.640625
	Iteration 2Q: 3 clusters Score -1.260843e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -12610040.000000 Penalty: 5684.640625
	Iteration 3Q: 3 clusters Score -1.261004e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -12611793.000000 Penalty: 5684.640625
	Iteration 4Q: 3 clusters Score -1.261179e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -12613884.000000 Penalty: 5684.640625
	Iteration 5Q: 3 clusters Score -1.261388e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -12615723.000000 Penalty: 5684.640625
	Iteration 6Q: 3 clusters Score -1.261572e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -12617689.000000 Penalty: 5684.640625
	Iteration 7Q: 3 clusters Score -1.261769e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -12619998.000000 Penalty: 5684.640625
	Iteration 8Q: 3 clusters Score -1.262e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -12622817.000000 Penalty: 5684.640625
	Iteration 9F: 3 clusters Score -1.262282e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -12625797.000000 Penalty: 5684.640625
	Iteration 10F: 3 clusters Score -1.26258e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -12628578.000000 Penalty: 5684.640625
	Iteration 11F: 3 clusters Score -1.262858e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -12630377.000000 Penalty: 5684.640625
	Iteration 12Q: 3 clusters Score -1.263038e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -12631325.000000 Penalty: 5684.640625
	Iteration 13Q: 3 clusters Score -1.263132e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -12632006.000000 Penalty: 5684.640625
	Iteration 14Q: 3 clusters Score -1.263201e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -12632656.000000 Penalty: 5684.640625
	Iteration 15Q: 3 clusters Score -1.263266e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -12633436.000000 Penalty: 5684.640625
	Iteration 16Q: 3 clusters Score -1.263344e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -12634156.000000 Penalty: 5684.640625
	Iteration 17Q: 3 clusters Score -1.263416e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -12635076.000000 Penalty: 5684.640625
	Iteration 18Q: 3 clusters Score -1.263508e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -12635992.000000 Penalty: 5684.640625
	Iteration 19Q: 3 clusters Score -1.263599e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -12636945.000000 Penalty: 5684.640625
	Iteration 20F: 3 clusters Score -1.263694e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -12637810.000000 Penalty: 5684.640625
	Iteration 21Q: 3 clusters Score -1.263781e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -12638622.000000 Penalty: 5684.640625
	Iteration 22Q: 3 clusters Score -1.263862e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -12639439.000000 Penalty: 5684.640625
	Iteration 23Q: 3 clusters Score -1.263944e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -12640096.000000 Penalty: 5684.640625
	Iteration 24Q: 3 clusters Score -1.26401e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -12640595.000000 Penalty: 5684.640625
	Iteration 25Q: 3 clusters Score -1.26406e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -12641125.000000 Penalty: 5684.640625
	Iteration 26Q: 3 clusters Score -1.264112e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -12641602.000000 Penalty: 5684.640625
	Iteration 27Q: 3 clusters Score -1.26416e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -12641939.000000 Penalty: 5684.640625
	Iteration 28Q: 3 clusters Score -1.264194e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -12642191.000000 Penalty: 5684.640625
	Iteration 29Q: 3 clusters Score -1.264219e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -12642433.000000 Penalty: 5684.640625
	Iteration 30Q: 3 clusters Score -1.264243e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -12642703.000000 Penalty: 5684.640625
	Iteration 31Q: 3 clusters Score -1.26427e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -12642901.000000 Penalty: 5684.640625
	Iteration 32Q: 3 clusters Score -1.26429e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -12643012.000000 Penalty: 5684.640625
	Iteration 33Q: 3 clusters Score -1.264301e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -12643117.000000 Penalty: 5684.640625
	Iteration 34Q: 3 clusters Score -1.264312e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -12643251.000000 Penalty: 5684.640625
	Iteration 35Q: 3 clusters Score -1.264325e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -12643367.000000 Penalty: 5684.640625
	Iteration 36Q: 3 clusters Score -1.264337e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -12643446.000000 Penalty: 5684.640625
	Iteration 37Q: 3 clusters Score -1.264345e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -12643545.000000 Penalty: 5684.640625
	Iteration 38Q: 3 clusters Score -1.264354e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -12643628.000000 Penalty: 5684.640625
	Iteration 39Q: 3 clusters Score -1.264363e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -12643723.000000 Penalty: 5684.640625
	Iteration 40F: 3 clusters Score -1.264372e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -12643766.000000 Penalty: 5684.640625
	Iteration 41Q: 3 clusters Score -1.264377e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -12643838.000000 Penalty: 5684.640625
	Iteration 42Q: 3 clusters Score -1.264384e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -12643867.000000 Penalty: 5684.640625
	Iteration 43Q: 3 clusters Score -1.264387e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -12643921.000000 Penalty: 5684.640625
	Iteration 44Q: 3 clusters Score -1.264392e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -12643940.000000 Penalty: 5684.640625
	Iteration 45Q: 3 clusters Score -1.264394e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -12643981.000000 Penalty: 5684.640625
	Iteration 46Q: 3 clusters Score -1.264398e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -12644074.000000 Penalty: 5684.640625
	Iteration 47Q: 3 clusters Score -1.264407e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -12644105.000000 Penalty: 5684.640625
	Iteration 48Q: 3 clusters Score -1.26441e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -12644143.000000 Penalty: 5684.640625
	Iteration 49Q: 3 clusters Score -1.264414e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -12644143.000000 Penalty: 5684.640625
	Iteration 50Q: 3 clusters Score -1.264414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -12644174.000000 Penalty: 5684.640625
	Iteration 51Q: 3 clusters Score -1.264417e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -12644185.000000 Penalty: 5684.640625
	Iteration 52Q: 3 clusters Score -1.264418e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -12644201.000000 Penalty: 5684.640625
	Iteration 53Q: 3 clusters Score -1.26442e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -12644212.000000 Penalty: 5684.640625
	Iteration 54Q: 3 clusters Score -1.264421e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -12644218.000000 Penalty: 5684.640625
	Iteration 55Q: 3 clusters Score -1.264422e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -12644208.000000 Penalty: 5684.640625
	Iteration 56Q: 3 clusters Score -1.264421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -12644204.000000 Penalty: 5684.640625
	Iteration 57Q: 3 clusters Score -1.26442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -12644204.000000 Penalty: 5684.640625
	Iteration 58Q: 3 clusters Score -1.26442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -12644206.000000 Penalty: 5684.640625
	Iteration 59Q: 3 clusters Score -1.264421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -12644196.000000 Penalty: 5684.640625
	Iteration 60F: 3 clusters Score -1.26442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -12644193.000000 Penalty: 5684.640625
	Iteration 61Q: 3 clusters Score -1.264419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -12644191.000000 Penalty: 5684.640625
	Iteration 62Q: 3 clusters Score -1.264419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -12644199.000000 Penalty: 5684.640625
	Iteration 63Q: 3 clusters Score -1.26442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -12644210.000000 Penalty: 5684.640625
	Iteration 64Q: 3 clusters Score -1.264421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -12644203.000000 Penalty: 5684.640625
	Iteration 65Q: 3 clusters Score -1.26442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -12644206.000000 Penalty: 5684.640625
	Iteration 66Q: 3 clusters Score -1.264421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -12644201.000000 Penalty: 5684.640625
	Iteration 67Q: 3 clusters Score -1.26442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -12644219.000000 Penalty: 5684.640625
	Iteration 68Q: 3 clusters Score -1.264422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -12644201.000000 Penalty: 5684.640625
	Iteration 69Q: 3 clusters Score -1.26442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -12644200.000000 Penalty: 5684.640625
	Iteration 70Q: 3 clusters Score -1.26442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -12644212.000000 Penalty: 5684.640625
	Iteration 71Q: 3 clusters Score -1.264421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -12644211.000000 Penalty: 5684.640625
	Iteration 72Q: 3 clusters Score -1.264421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -12644214.000000 Penalty: 5684.640625
	Iteration 73Q: 3 clusters Score -1.264421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -12644210.000000 Penalty: 5684.640625
	Iteration 74Q: 3 clusters Score -1.264421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -12644211.000000 Penalty: 5684.640625
	Iteration 75Q: 3 clusters Score -1.264421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -12644197.000000 Penalty: 5684.640625
	Iteration 76Q: 3 clusters Score -1.26442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -12644210.000000 Penalty: 5684.640625
	Iteration 77Q: 3 clusters Score -1.264421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -12644219.000000 Penalty: 5684.640625
	Iteration 78Q: 3 clusters Score -1.264422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -12644209.000000 Penalty: 5684.640625
	Iteration 79Q: 3 clusters Score -1.264421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -12644211.000000 Penalty: 5684.640625
	Iteration 80F: 3 clusters Score -1.264421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -12644217.000000 Penalty: 5684.640625
	Iteration 81Q: 3 clusters Score -1.264422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -12644218.000000 Penalty: 5684.640625
	Iteration 82Q: 3 clusters Score -1.264422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -12644227.000000 Penalty: 5684.640625
	Iteration 83Q: 3 clusters Score -1.264423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -12644227.000000 Penalty: 5684.640625
	Iteration 84Q: 3 clusters Score -1.264423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -12644232.000000 Penalty: 5684.640625
	Iteration 85Q: 3 clusters Score -1.264423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -12644231.000000 Penalty: 5684.640625
	Iteration 86Q: 3 clusters Score -1.264423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -12644213.000000 Penalty: 5684.640625
	Iteration 87Q: 3 clusters Score -1.264421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -12644225.000000 Penalty: 5684.640625
	Iteration 88Q: 3 clusters Score -1.264422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -12644249.000000 Penalty: 5684.640625
	Iteration 89Q: 3 clusters Score -1.264425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -12644244.000000 Penalty: 5684.640625
	Iteration 90Q: 3 clusters Score -1.264424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -12644237.000000 Penalty: 5684.640625
	Iteration 91Q: 3 clusters Score -1.264424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -12644227.000000 Penalty: 5684.640625
	Iteration 92Q: 3 clusters Score -1.264423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -12644227.000000 Penalty: 5684.640625
	Iteration 93Q: 3 clusters Score -1.264423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -12644232.000000 Penalty: 5684.640625
	Iteration 94Q: 3 clusters Score -1.264423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -12644221.000000 Penalty: 5684.640625
	Iteration 95Q: 3 clusters Score -1.264422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -12644217.000000 Penalty: 5684.640625
	Iteration 96Q: 3 clusters Score -1.264422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -12644219.000000 Penalty: 5684.640625
	Iteration 97Q: 3 clusters Score -1.264422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -12644219.000000 Penalty: 5684.640625
	Iteration 98Q: 3 clusters Score -1.264422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -12644222.000000 Penalty: 5684.640625
	Iteration 99Q: 3 clusters Score -1.264422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -12644221.000000 Penalty: 5684.640625
	Iteration 100F: 3 clusters Score -1.264422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -12644228.000000 Penalty: 5684.640625
	Iteration 101Q: 3 clusters Score -1.264423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -12644227.000000 Penalty: 5684.640625
	Iteration 102Q: 3 clusters Score -1.264423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -12644234.000000 Penalty: 5684.640625
	Iteration 103Q: 3 clusters Score -1.264423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -12644229.000000 Penalty: 5684.640625
	Iteration 104Q: 3 clusters Score -1.264423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -12644224.000000 Penalty: 5684.640625
	Iteration 105Q: 3 clusters Score -1.264422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -12644225.000000 Penalty: 5684.640625
	Iteration 106Q: 3 clusters Score -1.264422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -12644231.000000 Penalty: 5684.640625
	Iteration 107Q: 3 clusters Score -1.264423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -12644236.000000 Penalty: 5684.640625
	Iteration 108Q: 3 clusters Score -1.264424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -12644231.000000 Penalty: 5684.640625
	Iteration 109Q: 3 clusters Score -1.264423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -12644230.000000 Penalty: 5684.640625
	Iteration 110Q: 3 clusters Score -1.264423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -12644238.000000 Penalty: 5684.640625
	Iteration 111Q: 3 clusters Score -1.264424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -12644236.000000 Penalty: 5684.640625
	Iteration 112Q: 3 clusters Score -1.264424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -12644231.000000 Penalty: 5684.640625
	Iteration 113Q: 3 clusters Score -1.264423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -12644239.000000 Penalty: 5684.640625
	Iteration 114Q: 3 clusters Score -1.264424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -12644244.000000 Penalty: 5684.640625
	Iteration 115Q: 3 clusters Score -1.264424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -12644240.000000 Penalty: 5684.640625
	Iteration 116Q: 3 clusters Score -1.264424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -12644237.000000 Penalty: 5684.640625
	Iteration 117Q: 3 clusters Score -1.264424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -12644233.000000 Penalty: 5684.640625
	Iteration 118Q: 3 clusters Score -1.264423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -12644239.000000 Penalty: 5684.640625
	Iteration 119Q: 3 clusters Score -1.264424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -12644236.000000 Penalty: 5684.640625
	Iteration 120F: 3 clusters Score -1.264424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -12644233.000000 Penalty: 5684.640625
	Iteration 121Q: 3 clusters Score -1.264423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -12644240.000000 Penalty: 5684.640625
	Iteration 122Q: 3 clusters Score -1.264424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -12644239.000000 Penalty: 5684.640625
	Iteration 123Q: 3 clusters Score -1.264424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -12644244.000000 Penalty: 5684.640625
	Iteration 124Q: 3 clusters Score -1.264424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -12644244.000000 Penalty: 5684.640625
	Iteration 125F: 3 clusters Score -1.264424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Entering Unmasked Estep 
Score: -20679738.000000 Penalty: 2960.149414
	Iteration 0F: 2 clusters Score -2.067974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -20578650.000000 Penalty: 5920.298828
	Iteration 0F: 3 clusters Score -2.057865e+07 nChanged 73033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -20621052.000000 Penalty: 5920.298828
	Iteration 1F: 3 clusters Score -2.062105e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -20622660.000000 Penalty: 5920.298828
	Iteration 2Q: 3 clusters Score -2.062266e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -20625088.000000 Penalty: 5920.298828
	Iteration 3Q: 3 clusters Score -2.062509e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -20628874.000000 Penalty: 5920.298828
	Iteration 4F: 3 clusters Score -2.062887e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -20634768.000000 Penalty: 5920.298828
	Iteration 5F: 3 clusters Score -2.063477e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -20643198.000000 Penalty: 5920.298828
	Iteration 6F: 3 clusters Score -2.06432e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -20652982.000000 Penalty: 5920.298828
	Iteration 7F: 3 clusters Score -2.065298e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -20661666.000000 Penalty: 5920.298828
	Iteration 8F: 3 clusters Score -2.066167e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -20666852.000000 Penalty: 5920.298828
	Iteration 9Q: 3 clusters Score -2.066685e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -20668842.000000 Penalty: 5920.298828
	Iteration 10Q: 3 clusters Score -2.066884e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123153 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -20670004.000000 Penalty: 5920.298828
	Iteration 11Q: 3 clusters Score -2.067e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -20671016.000000 Penalty: 5920.298828
	Iteration 12Q: 3 clusters Score -2.067102e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -20671680.000000 Penalty: 5920.298828
	Iteration 13Q: 3 clusters Score -2.067168e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127358 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -20672344.000000 Penalty: 5920.298828
	Iteration 14Q: 3 clusters Score -2.067234e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128515 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -20672686.000000 Penalty: 5920.298828
	Iteration 15Q: 3 clusters Score -2.067269e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -20672982.000000 Penalty: 5920.298828
	Iteration 16Q: 3 clusters Score -2.067298e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -20673300.000000 Penalty: 5920.298828
	Iteration 17Q: 3 clusters Score -2.06733e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -20673490.000000 Penalty: 5920.298828
	Iteration 18Q: 3 clusters Score -2.067349e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -20673664.000000 Penalty: 5920.298828
	Iteration 19Q: 3 clusters Score -2.067366e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133156 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -20674004.000000 Penalty: 5920.298828
	Iteration 20F: 3 clusters Score -2.0674e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133993 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -20674228.000000 Penalty: 5920.298828
	Iteration 21Q: 3 clusters Score -2.067423e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -20674390.000000 Penalty: 5920.298828
	Iteration 22Q: 3 clusters Score -2.067439e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -20674482.000000 Penalty: 5920.298828
	Iteration 23Q: 3 clusters Score -2.067448e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136396 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -20674648.000000 Penalty: 5920.298828
	Iteration 24Q: 3 clusters Score -2.067465e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -20674814.000000 Penalty: 5920.298828
	Iteration 25Q: 3 clusters Score -2.067481e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -20675034.000000 Penalty: 5920.298828
	Iteration 26Q: 3 clusters Score -2.067503e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -20675214.000000 Penalty: 5920.298828
	Iteration 27Q: 3 clusters Score -2.067521e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139451 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -20675314.000000 Penalty: 5920.298828
	Iteration 28Q: 3 clusters Score -2.067531e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -20675556.000000 Penalty: 5920.298828
	Iteration 29Q: 3 clusters Score -2.067556e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -20675708.000000 Penalty: 5920.298828
	Iteration 30Q: 3 clusters Score -2.067571e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -20675862.000000 Penalty: 5920.298828
	Iteration 31Q: 3 clusters Score -2.067586e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142298 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -20675974.000000 Penalty: 5920.298828
	Iteration 32Q: 3 clusters Score -2.067597e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -20676106.000000 Penalty: 5920.298828
	Iteration 33Q: 3 clusters Score -2.067611e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143444 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -20676252.000000 Penalty: 5920.298828
	Iteration 34Q: 3 clusters Score -2.067625e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -20676356.000000 Penalty: 5920.298828
	Iteration 35Q: 3 clusters Score -2.067636e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -20676496.000000 Penalty: 5920.298828
	Iteration 36Q: 3 clusters Score -2.06765e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -20676608.000000 Penalty: 5920.298828
	Iteration 37Q: 3 clusters Score -2.067661e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -20676700.000000 Penalty: 5920.298828
	Iteration 38Q: 3 clusters Score -2.06767e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -20676766.000000 Penalty: 5920.298828
	Iteration 39Q: 3 clusters Score -2.067677e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146151 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -20676834.000000 Penalty: 5920.298828
	Iteration 40F: 3 clusters Score -2.067683e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -20676906.000000 Penalty: 5920.298828
	Iteration 41Q: 3 clusters Score -2.067691e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146805 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -20676988.000000 Penalty: 5920.298828
	Iteration 42Q: 3 clusters Score -2.067699e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -20677066.000000 Penalty: 5920.298828
	Iteration 43Q: 3 clusters Score -2.067707e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -20677124.000000 Penalty: 5920.298828
	Iteration 44Q: 3 clusters Score -2.067712e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -20677196.000000 Penalty: 5920.298828
	Iteration 45Q: 3 clusters Score -2.06772e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -20677260.000000 Penalty: 5920.298828
	Iteration 46Q: 3 clusters Score -2.067726e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148212 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20677310.000000 Penalty: 5920.298828
	Iteration 47Q: 3 clusters Score -2.067731e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -20677344.000000 Penalty: 5920.298828
	Iteration 48Q: 3 clusters Score -2.067734e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -20677404.000000 Penalty: 5920.298828
	Iteration 49Q: 3 clusters Score -2.06774e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20677444.000000 Penalty: 5920.298828
	Iteration 50Q: 3 clusters Score -2.067744e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20677470.000000 Penalty: 5920.298828
	Iteration 51Q: 3 clusters Score -2.067747e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -20677494.000000 Penalty: 5920.298828
	Iteration 52Q: 3 clusters Score -2.067749e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -20677468.000000 Penalty: 5920.298828
	Iteration 53Q: 3 clusters Score -2.067747e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20677536.000000 Penalty: 5920.298828
	Iteration 54Q: 3 clusters Score -2.067754e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149525 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20677576.000000 Penalty: 5920.298828
	Iteration 55Q: 3 clusters Score -2.067758e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -20677594.000000 Penalty: 5920.298828
	Iteration 56Q: 3 clusters Score -2.067759e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149746 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -20677618.000000 Penalty: 5920.298828
	Iteration 57Q: 3 clusters Score -2.067762e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20677654.000000 Penalty: 5920.298828
	Iteration 58Q: 3 clusters Score -2.067765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -20677634.000000 Penalty: 5920.298828
	Iteration 59Q: 3 clusters Score -2.067763e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149993 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20677660.000000 Penalty: 5920.298828
	Iteration 60F: 3 clusters Score -2.067766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -20677658.000000 Penalty: 5920.298828
	Iteration 61Q: 3 clusters Score -2.067766e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20677686.000000 Penalty: 5920.298828
	Iteration 62Q: 3 clusters Score -2.067769e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20677684.000000 Penalty: 5920.298828
	Iteration 63Q: 3 clusters Score -2.067768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150181 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -20677676.000000 Penalty: 5920.298828
	Iteration 64Q: 3 clusters Score -2.067768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20677682.000000 Penalty: 5920.298828
	Iteration 65Q: 3 clusters Score -2.067768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20677678.000000 Penalty: 5920.298828
	Iteration 66Q: 3 clusters Score -2.067768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20677664.000000 Penalty: 5920.298828
	Iteration 67Q: 3 clusters Score -2.067766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20677642.000000 Penalty: 5920.298828
	Iteration 68Q: 3 clusters Score -2.067764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -20677660.000000 Penalty: 5920.298828
	Iteration 69Q: 3 clusters Score -2.067766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150323 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20677660.000000 Penalty: 5920.298828
	Iteration 70Q: 3 clusters Score -2.067766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -20677662.000000 Penalty: 5920.298828
	Iteration 71Q: 3 clusters Score -2.067766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -20677660.000000 Penalty: 5920.298828
	Iteration 72Q: 3 clusters Score -2.067766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20677692.000000 Penalty: 5920.298828
	Iteration 73Q: 3 clusters Score -2.067769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5920.298828
	Iteration 74Q: 3 clusters Score -2.067769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20677684.000000 Penalty: 5920.298828
	Iteration 75Q: 3 clusters Score -2.067768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -20677676.000000 Penalty: 5920.298828
	Iteration 76Q: 3 clusters Score -2.067768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20677676.000000 Penalty: 5920.298828
	Iteration 77Q: 3 clusters Score -2.067768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20677680.000000 Penalty: 5920.298828
	Iteration 78Q: 3 clusters Score -2.067768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150436 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20677664.000000 Penalty: 5920.298828
	Iteration 79Q: 3 clusters Score -2.067766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20677650.000000 Penalty: 5920.298828
	Iteration 80F: 3 clusters Score -2.067765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -20677672.000000 Penalty: 5920.298828
	Iteration 81Q: 3 clusters Score -2.067767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -20677672.000000 Penalty: 5920.298828
	Iteration 82Q: 3 clusters Score -2.067767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150481 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -20677668.000000 Penalty: 5920.298828
	Iteration 83Q: 3 clusters Score -2.067767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20677654.000000 Penalty: 5920.298828
	Iteration 84Q: 3 clusters Score -2.067765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150499 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20677652.000000 Penalty: 5920.298828
	Iteration 85Q: 3 clusters Score -2.067765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150511 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -20677676.000000 Penalty: 5920.298828
	Iteration 86Q: 3 clusters Score -2.067768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20677674.000000 Penalty: 5920.298828
	Iteration 87Q: 3 clusters Score -2.067767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20677682.000000 Penalty: 5920.298828
	Iteration 88Q: 3 clusters Score -2.067768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -20677704.000000 Penalty: 5920.298828
	Iteration 89Q: 3 clusters Score -2.06777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150552 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20677700.000000 Penalty: 5920.298828
	Iteration 90Q: 3 clusters Score -2.06777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -20677712.000000 Penalty: 5920.298828
	Iteration 91Q: 3 clusters Score -2.067771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20677708.000000 Penalty: 5920.298828
	Iteration 92Q: 3 clusters Score -2.067771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20677684.000000 Penalty: 5920.298828
	Iteration 93Q: 3 clusters Score -2.067768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5920.298828
	Iteration 94Q: 3 clusters Score -2.067769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20677690.000000 Penalty: 5920.298828
	Iteration 95Q: 3 clusters Score -2.067769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20677682.000000 Penalty: 5920.298828
	Iteration 96Q: 3 clusters Score -2.067768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -20677692.000000 Penalty: 5920.298828
	Iteration 97Q: 3 clusters Score -2.067769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5920.298828
	Iteration 98Q: 3 clusters Score -2.067769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5920.298828
	Iteration 99Q: 3 clusters Score -2.067769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -20677694.000000 Penalty: 5920.298828
	Iteration 100F: 3 clusters Score -2.067769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -667846.562500 Penalty: 2123.701660
	Iteration 0F: 2 clusters Score -667846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -663178.750000 Penalty: 4247.403320
	Iteration 0F: 3 clusters Score -663178.8 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -664502.187500 Penalty: 4247.403320
	Iteration 1F: 3 clusters Score -664502.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -664888.312500 Penalty: 4247.403320
	Iteration 2F: 3 clusters Score -664888.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -665185.312500 Penalty: 4247.403320
	Iteration 3F: 3 clusters Score -665185.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -665402.562500 Penalty: 4247.403320
	Iteration 4F: 3 clusters Score -665402.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -665548.937500 Penalty: 4247.403320
	Iteration 5Q: 3 clusters Score -665548.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -665685.500000 Penalty: 4247.403320
	Iteration 6Q: 3 clusters Score -665685.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -665816.375000 Penalty: 4247.403320
	Iteration 7Q: 3 clusters Score -665816.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -665915.562500 Penalty: 4247.403320
	Iteration 8Q: 3 clusters Score -665915.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -665988.812500 Penalty: 4247.403320
	Iteration 9Q: 3 clusters Score -665988.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -666038.062500 Penalty: 4247.403320
	Iteration 10Q: 3 clusters Score -666038.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -666083.187500 Penalty: 4247.403320
	Iteration 11Q: 3 clusters Score -666083.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -666118.937500 Penalty: 4247.403320
	Iteration 12Q: 3 clusters Score -666118.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -666158.187500 Penalty: 4247.403320
	Iteration 13Q: 3 clusters Score -666158.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -666189.250000 Penalty: 4247.403320
	Iteration 14Q: 3 clusters Score -666189.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666212.000000 Penalty: 4247.403320
	Iteration 15Q: 3 clusters Score -666212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -666224.375000 Penalty: 4247.403320
	Iteration 16Q: 3 clusters Score -666224.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -666238.375000 Penalty: 4247.403320
	Iteration 17Q: 3 clusters Score -666238.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -666245.500000 Penalty: 4247.403320
	Iteration 18Q: 3 clusters Score -666245.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -666252.500000 Penalty: 4247.403320
	Iteration 19Q: 3 clusters Score -666252.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -666261.000000 Penalty: 4247.403320
	Iteration 20F: 3 clusters Score -666261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -666265.250000 Penalty: 4247.403320
	Iteration 21Q: 3 clusters Score -666265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -666270.062500 Penalty: 4247.403320
	Iteration 22Q: 3 clusters Score -666270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -666275.375000 Penalty: 4247.403320
	Iteration 23Q: 3 clusters Score -666275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -666278.375000 Penalty: 4247.403320
	Iteration 24Q: 3 clusters Score -666278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -666280.937500 Penalty: 4247.403320
	Iteration 25Q: 3 clusters Score -666280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -666281.687500 Penalty: 4247.403320
	Iteration 26Q: 3 clusters Score -666281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -666285.437500 Penalty: 4247.403320
	Iteration 27Q: 3 clusters Score -666285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -666286.625000 Penalty: 4247.403320
	Iteration 28Q: 3 clusters Score -666286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -666286.125000 Penalty: 4247.403320
	Iteration 29Q: 3 clusters Score -666286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -666290.875000 Penalty: 4247.403320
	Iteration 30Q: 3 clusters Score -666290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -666291.875000 Penalty: 4247.403320
	Iteration 31Q: 3 clusters Score -666291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -666295.250000 Penalty: 4247.403320
	Iteration 32Q: 3 clusters Score -666295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -666298.500000 Penalty: 4247.403320
	Iteration 33Q: 3 clusters Score -666298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -666300.562500 Penalty: 4247.403320
	Iteration 34Q: 3 clusters Score -666300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -666302.625000 Penalty: 4247.403320
	Iteration 35Q: 3 clusters Score -666302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -666304.812500 Penalty: 4247.403320
	Iteration 36Q: 3 clusters Score -666304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -666307.312500 Penalty: 4247.403320
	Iteration 37Q: 3 clusters Score -666307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -666307.562500 Penalty: 4247.403320
	Iteration 38Q: 3 clusters Score -666307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -666308.937500 Penalty: 4247.403320
	Iteration 39Q: 3 clusters Score -666308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -666310.500000 Penalty: 4247.403320
	Iteration 40F: 3 clusters Score -666310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -666311.000000 Penalty: 4247.403320
	Iteration 41Q: 3 clusters Score -666311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -666315.125000 Penalty: 4247.403320
	Iteration 42Q: 3 clusters Score -666315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -666314.000000 Penalty: 4247.403320
	Iteration 43Q: 3 clusters Score -666314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -666315.562500 Penalty: 4247.403320
	Iteration 44Q: 3 clusters Score -666315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -666316.250000 Penalty: 4247.403320
	Iteration 45Q: 3 clusters Score -666316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -666318.750000 Penalty: 4247.403320
	Iteration 46Q: 3 clusters Score -666318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -666321.500000 Penalty: 4247.403320
	Iteration 47Q: 3 clusters Score -666321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -666324.250000 Penalty: 4247.403320
	Iteration 48Q: 3 clusters Score -666324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -666327.000000 Penalty: 4247.403320
	Iteration 49Q: 3 clusters Score -666327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -666329.500000 Penalty: 4247.403320
	Iteration 50Q: 3 clusters Score -666329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -666332.187500 Penalty: 4247.403320
	Iteration 51Q: 3 clusters Score -666332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -666335.437500 Penalty: 4247.403320
	Iteration 52Q: 3 clusters Score -666335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -666338.937500 Penalty: 4247.403320
	Iteration 53Q: 3 clusters Score -666338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -666343.187500 Penalty: 4247.403320
	Iteration 54Q: 3 clusters Score -666343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -666342.500000 Penalty: 4247.403320
	Iteration 55Q: 3 clusters Score -666342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -666346.562500 Penalty: 4247.403320
	Iteration 56Q: 3 clusters Score -666346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -666348.062500 Penalty: 4247.403320
	Iteration 57Q: 3 clusters Score -666348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -666350.812500 Penalty: 4247.403320
	Iteration 58Q: 3 clusters Score -666350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -666352.875000 Penalty: 4247.403320
	Iteration 59Q: 3 clusters Score -666352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -666356.437500 Penalty: 4247.403320
	Iteration 60F: 3 clusters Score -666356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -666358.937500 Penalty: 4247.403320
	Iteration 61Q: 3 clusters Score -666358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -666361.750000 Penalty: 4247.403320
	Iteration 62Q: 3 clusters Score -666361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -666363.500000 Penalty: 4247.403320
	Iteration 63Q: 3 clusters Score -666363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -666364.437500 Penalty: 4247.403320
	Iteration 64Q: 3 clusters Score -666364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -666365.687500 Penalty: 4247.403320
	Iteration 65Q: 3 clusters Score -666365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -666367.625000 Penalty: 4247.403320
	Iteration 66Q: 3 clusters Score -666367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -666371.125000 Penalty: 4247.403320
	Iteration 67Q: 3 clusters Score -666371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -666374.937500 Penalty: 4247.403320
	Iteration 68Q: 3 clusters Score -666374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -666376.437500 Penalty: 4247.403320
	Iteration 69Q: 3 clusters Score -666376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -666380.812500 Penalty: 4247.403320
	Iteration 70Q: 3 clusters Score -666380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -666381.125000 Penalty: 4247.403320
	Iteration 71Q: 3 clusters Score -666381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -666381.125000 Penalty: 4247.403320
	Iteration 72F: 3 clusters Score -666381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 230810 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 96172 members 
Mstep: Class 8 contains 65789 members 
Mstep: Class 10 contains 150660 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13475 members 
Mstep: Class 14 contains 183187 members 
Mstep: Class 15 contains 40754 members 
Mstep: Class 16 contains 68262 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 28904 members 
Mstep: Class 21 contains 94937 members 
Mstep: Class 22 contains 152678 members 
Mstep: Class 24 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344448.000000 Penalty: 77098.109375
Iteration 79Q: 23 clusters Score -1.803444e+08 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 44482 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 230705 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 96454 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 66584 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 150858 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13470 members 
Mstep: Class 14 contains 183089 members 
Mstep: Class 15 contains 40736 members 
Mstep: Class 16 contains 68211 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 29244 members 
Mstep: Class 21 contains 93976 members 
Mstep: Class 22 contains 152065 members 
Mstep: Class 24 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180344848.000000 Penalty: 77098.109375
Iteration 80F: 23 clusters Score -1.803448e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 44438 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 230703 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 96723 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 67361 members 
Mstep: Class 9 contains 941 members 
Mstep: Class 10 contains 151007 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13462 members 
Mstep: Class 14 contains 183038 members 
Mstep: Class 15 contains 40718 members 
Mstep: Class 16 contains 68167 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 29569 members 
Mstep: Class 21 contains 93058 members 
Mstep: Class 22 contains 151379 members 
Mstep: Class 24 contains 5221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345440.000000 Penalty: 77098.109375
Iteration 81Q: 23 clusters Score -1.803454e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 44385 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 230769 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 96964 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 68061 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 151065 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13468 members 
Mstep: Class 14 contains 183030 members 
Mstep: Class 15 contains 40708 members 
Mstep: Class 16 contains 68102 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 29948 members 
Mstep: Class 21 contains 92159 members 
Mstep: Class 22 contains 150680 members 
Mstep: Class 24 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346000.000000 Penalty: 77098.109375
Iteration 82Q: 23 clusters Score -1.80346e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 182879 members 
Mstep: Class 2 contains 44336 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 230856 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 97186 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 68643 members 
Mstep: Class 9 contains 949 members 
Mstep: Class 10 contains 151092 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13465 members 
Mstep: Class 14 contains 183028 members 
Mstep: Class 15 contains 40686 members 
Mstep: Class 16 contains 68037 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 30330 members 
Mstep: Class 21 contains 91288 members 
Mstep: Class 22 contains 150022 members 
Mstep: Class 24 contains 5209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346304.000000 Penalty: 77098.109375
Iteration 83Q: 23 clusters Score -1.803463e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 44288 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 230935 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 97425 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 69107 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 151104 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13479 members 
Mstep: Class 14 contains 182980 members 
Mstep: Class 15 contains 40666 members 
Mstep: Class 16 contains 68000 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 30772 members 
Mstep: Class 21 contains 90343 members 
Mstep: Class 22 contains 149407 members 
Mstep: Class 24 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346528.000000 Penalty: 77098.109375
Iteration 84Q: 23 clusters Score -1.803465e+08 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 183757 members 
Mstep: Class 2 contains 44255 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 231082 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 97644 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 69547 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 151119 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13461 members 
Mstep: Class 14 contains 182887 members 
Mstep: Class 15 contains 40655 members 
Mstep: Class 16 contains 67946 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 89404 members 
Mstep: Class 22 contains 148857 members 
Mstep: Class 24 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346576.000000 Penalty: 77098.109375
Iteration 85Q: 23 clusters Score -1.803466e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 231264 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 97880 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 69955 members 
Mstep: Class 9 contains 951 members 
Mstep: Class 10 contains 151163 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13462 members 
Mstep: Class 14 contains 182757 members 
Mstep: Class 15 contains 40645 members 
Mstep: Class 16 contains 67867 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 31733 members 
Mstep: Class 21 contains 88435 members 
Mstep: Class 22 contains 148280 members 
Mstep: Class 24 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180346688.000000 Penalty: 77098.109375
Iteration 86Q: 23 clusters Score -1.803467e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184460 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 231430 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 98145 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 70336 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 151269 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13458 members 
Mstep: Class 14 contains 182629 members 
Mstep: Class 15 contains 40633 members 
Mstep: Class 16 contains 67798 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 32315 members 
Mstep: Class 21 contains 87387 members 
Mstep: Class 22 contains 147758 members 
Mstep: Class 24 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347648.000000 Penalty: 77098.109375
Iteration 87Q: 23 clusters Score -1.803476e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 44209 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 231654 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 98400 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 70689 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 151339 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13447 members 
Mstep: Class 14 contains 182501 members 
Mstep: Class 15 contains 40636 members 
Mstep: Class 16 contains 67725 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 32902 members 
Mstep: Class 21 contains 86292 members 
Mstep: Class 22 contains 147285 members 
Mstep: Class 24 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348016.000000 Penalty: 77098.109375
Iteration 88Q: 23 clusters Score -1.80348e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 44170 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 231906 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 98660 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 71045 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 151413 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13444 members 
Mstep: Class 14 contains 182366 members 
Mstep: Class 15 contains 40652 members 
Mstep: Class 16 contains 67663 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 33510 members 
Mstep: Class 21 contains 85195 members 
Mstep: Class 22 contains 146801 members 
Mstep: Class 24 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347520.000000 Penalty: 77098.109375
Iteration 89Q: 23 clusters Score -1.803475e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 185345 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 232090 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 98893 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 71404 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 151500 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 182252 members 
Mstep: Class 15 contains 40657 members 
Mstep: Class 16 contains 67592 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 34104 members 
Mstep: Class 21 contains 84074 members 
Mstep: Class 22 contains 146400 members 
Mstep: Class 24 contains 5175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347648.000000 Penalty: 77098.109375
Iteration 90Q: 23 clusters Score -1.803476e+08 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 185600 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 232249 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 99134 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 71737 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 151601 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 182153 members 
Mstep: Class 15 contains 40656 members 
Mstep: Class 16 contains 67534 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 34731 members 
Mstep: Class 21 contains 82931 members 
Mstep: Class 22 contains 146060 members 
Mstep: Class 24 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348336.000000 Penalty: 77098.109375
Iteration 91Q: 23 clusters Score -1.803483e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 44061 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 232366 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 99334 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 72049 members 
Mstep: Class 9 contains 960 members 
Mstep: Class 10 contains 151739 members 
Mstep: Class 11 contains 5048 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13399 members 
Mstep: Class 14 contains 182133 members 
Mstep: Class 15 contains 40651 members 
Mstep: Class 16 contains 67490 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 35336 members 
Mstep: Class 21 contains 81771 members 
Mstep: Class 22 contains 145750 members 
Mstep: Class 24 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180348848.000000 Penalty: 77098.109375
Iteration 92Q: 23 clusters Score -1.803488e+08 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186033 members 
Mstep: Class 2 contains 44017 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 232459 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 99522 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 72357 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 151885 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 182107 members 
Mstep: Class 15 contains 40643 members 
Mstep: Class 16 contains 67422 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 36014 members 
Mstep: Class 21 contains 80548 members 
Mstep: Class 22 contains 145509 members 
Mstep: Class 24 contains 5165 members 
Entering Unmasked Estep 
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Score: -180349072.000000 Penalty: 77098.109375
Iteration 93Q: 23 clusters Score -1.803491e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 232568 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 99737 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 72643 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 151992 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 182051 members 
Mstep: Class 15 contains 40635 members 
Mstep: Class 16 contains 67351 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 36688 members 
Mstep: Class 21 contains 79323 members 
Mstep: Class 22 contains 145322 members 
Mstep: Class 24 contains 5156 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.80349e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186409 members 
Mstep: Class 2 contains 43952 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 232690 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100010 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 72927 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 152130 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13371 members 
Mstep: Class 14 contains 182029 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 67272 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 37352 members 
Mstep: Class 21 contains 78012 members 
Mstep: Class 22 contains 145138 members 
Mstep: Class 24 contains 5149 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.803493e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186531 members 
Mstep: Class 2 contains 43936 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 232798 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100279 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 73185 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 152314 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 182035 members 
Mstep: Class 15 contains 40633 members 
Mstep: Class 16 contains 67218 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 38034 members 
Mstep: Class 21 contains 76662 members 
Mstep: Class 22 contains 144970 members 
Mstep: Class 24 contains 5143 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.8035e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186638 members 
Mstep: Class 2 contains 43927 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 232874 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100548 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 73443 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 10 contains 152437 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13317 members 
Mstep: Class 14 contains 182031 members 
Mstep: Class 15 contains 40625 members 
Mstep: Class 16 contains 67158 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 38762 members 
Mstep: Class 21 contains 75312 members 
Mstep: Class 22 contains 144874 members 
Mstep: Class 24 contains 5139 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.803504e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186745 members 
Mstep: Class 2 contains 43929 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 232947 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100816 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 73667 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152546 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 182014 members 
Mstep: Class 15 contains 40652 members 
Mstep: Class 16 contains 67114 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 39474 members 
Mstep: Class 21 contains 73997 members 
Mstep: Class 22 contains 144787 members 
Mstep: Class 24 contains 5131 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.803513e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 43929 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 233065 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101068 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 73881 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152639 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13231 members 
Mstep: Class 14 contains 182001 members 
Mstep: Class 15 contains 40671 members 
Mstep: Class 16 contains 67060 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 40179 members 
Mstep: Class 21 contains 72693 members 
Mstep: Class 22 contains 144731 members 
Mstep: Class 24 contains 5124 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.803517e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186959 members 
Mstep: Class 2 contains 43921 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 233135 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101315 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74058 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152714 members 
Mstep: Class 11 contains 4963 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13184 members 
Mstep: Class 14 contains 181974 members 
Mstep: Class 15 contains 40694 members 
Mstep: Class 16 contains 67001 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 40930 members 
Mstep: Class 21 contains 71349 members 
Mstep: Class 22 contains 144746 members 
Mstep: Class 24 contains 5116 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.803523e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187104 members 
Mstep: Class 2 contains 43915 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 233217 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101530 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74218 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152740 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 181956 members 
Mstep: Class 15 contains 40699 members 
Mstep: Class 16 contains 66946 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 41677 members 
Mstep: Class 21 contains 70026 members 
Mstep: Class 22 contains 144823 members 
Mstep: Class 24 contains 5113 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.803528e+08 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 43890 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 233213 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101716 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74341 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152759 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13080 members 
Mstep: Class 14 contains 181928 members 
Mstep: Class 15 contains 40705 members 
Mstep: Class 16 contains 66901 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 42396 members 
Mstep: Class 21 contains 68773 members 
Mstep: Class 22 contains 145021 members 
Mstep: Class 24 contains 5111 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.803536e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 43873 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 233249 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101889 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74470 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152783 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 13025 members 
Mstep: Class 14 contains 181885 members 
Mstep: Class 15 contains 40716 members 
Mstep: Class 16 contains 66849 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 43124 members 
Mstep: Class 21 contains 67509 members 
Mstep: Class 22 contains 145253 members 
Mstep: Class 24 contains 5109 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.803536e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187489 members 
Mstep: Class 2 contains 43852 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 233256 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102050 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74607 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152765 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12989 members 
Mstep: Class 14 contains 181865 members 
Mstep: Class 15 contains 40728 members 
Mstep: Class 16 contains 66791 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 43823 members 
Mstep: Class 21 contains 66279 members 
Mstep: Class 22 contains 145520 members 
Mstep: Class 24 contains 5106 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.803543e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 43844 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233253 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102241 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74737 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152812 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 181826 members 
Mstep: Class 15 contains 40727 members 
Mstep: Class 16 contains 66731 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 44587 members 
Mstep: Class 21 contains 64993 members 
Mstep: Class 22 contains 145745 members 
Mstep: Class 24 contains 5103 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.803542e+08 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 43830 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 233214 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102407 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74843 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 152781 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12928 members 
Mstep: Class 14 contains 181744 members 
Mstep: Class 15 contains 40734 members 
Mstep: Class 16 contains 66684 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 63755 members 
Mstep: Class 22 contains 146065 members 
Mstep: Class 24 contains 5100 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -1.803548e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187859 members 
Mstep: Class 2 contains 43835 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233194 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102595 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74933 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152714 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12886 members 
Mstep: Class 14 contains 181674 members 
Mstep: Class 15 contains 40718 members 
Mstep: Class 16 contains 66626 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 45980 members 
Mstep: Class 21 contains 62611 members 
Mstep: Class 22 contains 146417 members 
Mstep: Class 24 contains 5096 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -1.803555e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187990 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233191 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102793 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75015 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152539 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12868 members 
Mstep: Class 14 contains 181569 members 
Mstep: Class 15 contains 40733 members 
Mstep: Class 16 contains 66584 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 46620 members 
Mstep: Class 21 contains 61466 members 
Mstep: Class 22 contains 146862 members 
Mstep: Class 24 contains 5092 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -1.803556e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 43819 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233171 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102935 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75085 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152412 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12835 members 
Mstep: Class 14 contains 181439 members 
Mstep: Class 15 contains 40723 members 
Mstep: Class 16 contains 66540 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 47264 members 
Mstep: Class 21 contains 60352 members 
Mstep: Class 22 contains 147317 members 
Mstep: Class 24 contains 5091 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -1.803558e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 43812 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233155 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103082 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75156 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152315 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12807 members 
Mstep: Class 14 contains 181292 members 
Mstep: Class 15 contains 40728 members 
Mstep: Class 16 contains 66492 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 47859 members 
Mstep: Class 21 contains 59268 members 
Mstep: Class 22 contains 147783 members 
Mstep: Class 24 contains 5088 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -1.803556e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188453 members 
Mstep: Class 2 contains 43797 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 233184 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103234 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75228 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152219 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12772 members 
Mstep: Class 14 contains 181088 members 
Mstep: Class 15 contains 40732 members 
Mstep: Class 16 contains 66443 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 48425 members 
Mstep: Class 21 contains 58218 members 
Mstep: Class 22 contains 148268 members 
Mstep: Class 24 contains 5086 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -1.803562e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 43793 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 233161 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103388 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75314 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152130 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12744 members 
Mstep: Class 14 contains 180924 members 
Mstep: Class 15 contains 40732 members 
Mstep: Class 16 contains 66405 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 48937 members 
Mstep: Class 21 contains 57197 members 
Mstep: Class 22 contains 148773 members 
Mstep: Class 24 contains 5084 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -1.803559e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188683 members 
Mstep: Class 2 contains 43788 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233188 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103512 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75368 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152077 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12702 members 
Mstep: Class 14 contains 180762 members 
Mstep: Class 15 contains 40713 members 
Mstep: Class 16 contains 66351 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 49472 members 
Mstep: Class 21 contains 56153 members 
Mstep: Class 22 contains 149322 members 
Mstep: Class 24 contains 5083 members 
Entering Unmasked Estep 
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Iteration 113Q: 23 clusters Score -1.80356e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188773 members 
Mstep: Class 2 contains 43778 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233209 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103637 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75442 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152044 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12652 members 
Mstep: Class 14 contains 180585 members 
Mstep: Class 15 contains 40708 members 
Mstep: Class 16 contains 66296 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 50007 members 
Mstep: Class 21 contains 55091 members 
Mstep: Class 22 contains 149862 members 
Mstep: Class 24 contains 5083 members 
Entering Unmasked Estep 
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Iteration 114Q: 23 clusters Score -1.803564e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188847 members 
Mstep: Class 2 contains 43777 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233181 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103767 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75492 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152056 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12606 members 
Mstep: Class 14 contains 180406 members 
Mstep: Class 15 contains 40702 members 
Mstep: Class 16 contains 66255 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 50506 members 
Mstep: Class 21 contains 54050 members 
Mstep: Class 22 contains 150448 members 
Mstep: Class 24 contains 5080 members 
Entering Unmasked Estep 
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Iteration 115Q: 23 clusters Score -1.803572e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188923 members 
Mstep: Class 2 contains 43778 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233198 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103882 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75523 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152138 members 
Mstep: Class 11 contains 4901 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12537 members 
Mstep: Class 14 contains 180224 members 
Mstep: Class 15 contains 40697 members 
Mstep: Class 16 contains 66216 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 51005 members 
Mstep: Class 21 contains 53006 members 
Mstep: Class 22 contains 150986 members 
Mstep: Class 24 contains 5078 members 
Entering Unmasked Estep 
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Iteration 116Q: 23 clusters Score -1.803581e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 188964 members 
Mstep: Class 2 contains 43790 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233230 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103974 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75543 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152196 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12473 members 
Mstep: Class 14 contains 180098 members 
Mstep: Class 15 contains 40673 members 
Mstep: Class 16 contains 66181 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 51566 members 
Mstep: Class 21 contains 51948 members 
Mstep: Class 22 contains 151489 members 
Mstep: Class 24 contains 5075 members 
Entering Unmasked Estep 
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Iteration 117Q: 23 clusters Score -1.803585e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189037 members 
Mstep: Class 2 contains 43787 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233285 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104061 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75595 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152278 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 179953 members 
Mstep: Class 15 contains 40652 members 
Mstep: Class 16 contains 66146 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 52111 members 
Mstep: Class 21 contains 50884 members 
Mstep: Class 22 contains 151936 members 
Mstep: Class 24 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358720.000000 Penalty: 77098.109375
Iteration 118Q: 23 clusters Score -1.803587e+08 nChanged 3791
Entering ConstructFrom: 
Score: -180358720.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (189098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189098 members 
Entering Unmasked Estep 
Score: -25383990.000000 Penalty: 3013.205078
	Iteration 0F: 2 clusters Score -2.538399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -25262086.000000 Penalty: 6026.410156
	Iteration 0F: 3 clusters Score -2.526209e+07 nChanged 90923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -25315202.000000 Penalty: 6026.410156
	Iteration 1F: 3 clusters Score -2.53152e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -25316368.000000 Penalty: 6026.410156
	Iteration 2Q: 3 clusters Score -2.531637e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -25317752.000000 Penalty: 6026.410156
	Iteration 3Q: 3 clusters Score -2.531775e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -25319740.000000 Penalty: 6026.410156
	Iteration 4Q: 3 clusters Score -2.531974e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -25322598.000000 Penalty: 6026.410156
	Iteration 5Q: 3 clusters Score -2.53226e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -25326498.000000 Penalty: 6026.410156
	Iteration 6Q: 3 clusters Score -2.53265e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -25331444.000000 Penalty: 6026.410156
	Iteration 7Q: 3 clusters Score -2.533144e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -25337652.000000 Penalty: 6026.410156
	Iteration 8F: 3 clusters Score -2.533765e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -25345164.000000 Penalty: 6026.410156
	Iteration 9F: 3 clusters Score -2.534516e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -25352696.000000 Penalty: 6026.410156
	Iteration 10F: 3 clusters Score -2.53527e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -25357840.000000 Penalty: 6026.410156
	Iteration 11F: 3 clusters Score -2.535784e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -25360162.000000 Penalty: 6026.410156
	Iteration 12Q: 3 clusters Score -2.536016e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -25361038.000000 Penalty: 6026.410156
	Iteration 13Q: 3 clusters Score -2.536104e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -25361556.000000 Penalty: 6026.410156
	Iteration 14Q: 3 clusters Score -2.536156e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -25361968.000000 Penalty: 6026.410156
	Iteration 15Q: 3 clusters Score -2.536197e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101443 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -25362450.000000 Penalty: 6026.410156
	Iteration 16Q: 3 clusters Score -2.536245e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -25362682.000000 Penalty: 6026.410156
	Iteration 17Q: 3 clusters Score -2.536268e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -25363160.000000 Penalty: 6026.410156
	Iteration 18Q: 3 clusters Score -2.536316e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -25363524.000000 Penalty: 6026.410156
	Iteration 19Q: 3 clusters Score -2.536352e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -25363822.000000 Penalty: 6026.410156
	Iteration 20F: 3 clusters Score -2.536382e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -25364310.000000 Penalty: 6026.410156
	Iteration 21Q: 3 clusters Score -2.536431e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -25364702.000000 Penalty: 6026.410156
	Iteration 22Q: 3 clusters Score -2.53647e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -25365188.000000 Penalty: 6026.410156
	Iteration 23Q: 3 clusters Score -2.536519e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -25365736.000000 Penalty: 6026.410156
	Iteration 24Q: 3 clusters Score -2.536574e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -25366068.000000 Penalty: 6026.410156
	Iteration 25Q: 3 clusters Score -2.536607e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115730 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -25366512.000000 Penalty: 6026.410156
	Iteration 26Q: 3 clusters Score -2.536651e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -25367012.000000 Penalty: 6026.410156
	Iteration 27Q: 3 clusters Score -2.536701e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -25367708.000000 Penalty: 6026.410156
	Iteration 28Q: 3 clusters Score -2.536771e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -25368190.000000 Penalty: 6026.410156
	Iteration 29Q: 3 clusters Score -2.536819e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -25368674.000000 Penalty: 6026.410156
	Iteration 30Q: 3 clusters Score -2.536867e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -25369252.000000 Penalty: 6026.410156
	Iteration 31Q: 3 clusters Score -2.536925e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -25369820.000000 Penalty: 6026.410156
	Iteration 32Q: 3 clusters Score -2.536982e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -25370304.000000 Penalty: 6026.410156
	Iteration 33Q: 3 clusters Score -2.53703e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -25370722.000000 Penalty: 6026.410156
	Iteration 34Q: 3 clusters Score -2.537072e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -25371250.000000 Penalty: 6026.410156
	Iteration 35Q: 3 clusters Score -2.537125e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -25371760.000000 Penalty: 6026.410156
	Iteration 36Q: 3 clusters Score -2.537176e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140084 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -25372364.000000 Penalty: 6026.410156
	Iteration 37Q: 3 clusters Score -2.537236e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -25373094.000000 Penalty: 6026.410156
	Iteration 38Q: 3 clusters Score -2.537309e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -25373748.000000 Penalty: 6026.410156
	Iteration 39Q: 3 clusters Score -2.537375e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -25374560.000000 Penalty: 6026.410156
	Iteration 40F: 3 clusters Score -2.537456e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -25375320.000000 Penalty: 6026.410156
	Iteration 41Q: 3 clusters Score -2.537532e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -25376036.000000 Penalty: 6026.410156
	Iteration 42Q: 3 clusters Score -2.537604e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -25376952.000000 Penalty: 6026.410156
	Iteration 43Q: 3 clusters Score -2.537695e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160074 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -25377706.000000 Penalty: 6026.410156
	Iteration 44Q: 3 clusters Score -2.537771e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -25378518.000000 Penalty: 6026.410156
	Iteration 45Q: 3 clusters Score -2.537852e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165434 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -25379152.000000 Penalty: 6026.410156
	Iteration 46Q: 3 clusters Score -2.537915e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -25379906.000000 Penalty: 6026.410156
	Iteration 47Q: 3 clusters Score -2.537991e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -25380612.000000 Penalty: 6026.410156
	Iteration 48Q: 3 clusters Score -2.538061e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172294 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -25381104.000000 Penalty: 6026.410156
	Iteration 49Q: 3 clusters Score -2.53811e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -25381566.000000 Penalty: 6026.410156
	Iteration 50Q: 3 clusters Score -2.538157e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176226 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -25381884.000000 Penalty: 6026.410156
	Iteration 51Q: 3 clusters Score -2.538188e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -25382154.000000 Penalty: 6026.410156
	Iteration 52Q: 3 clusters Score -2.538215e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -25382368.000000 Penalty: 6026.410156
	Iteration 53Q: 3 clusters Score -2.538237e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180659 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -25382512.000000 Penalty: 6026.410156
	Iteration 54Q: 3 clusters Score -2.538251e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181770 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -25382708.000000 Penalty: 6026.410156
	Iteration 55Q: 3 clusters Score -2.538271e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -25382752.000000 Penalty: 6026.410156
	Iteration 56Q: 3 clusters Score -2.538275e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183535 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -25382854.000000 Penalty: 6026.410156
	Iteration 57Q: 3 clusters Score -2.538285e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -25382904.000000 Penalty: 6026.410156
	Iteration 58Q: 3 clusters Score -2.53829e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184665 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25382868.000000 Penalty: 6026.410156
	Iteration 59Q: 3 clusters Score -2.538287e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -25382950.000000 Penalty: 6026.410156
	Iteration 60F: 3 clusters Score -2.538295e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185410 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -25382882.000000 Penalty: 6026.410156
	Iteration 61Q: 3 clusters Score -2.538288e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25382850.000000 Penalty: 6026.410156
	Iteration 62Q: 3 clusters Score -2.538285e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185943 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -25382900.000000 Penalty: 6026.410156
	Iteration 63Q: 3 clusters Score -2.53829e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186148 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -25382868.000000 Penalty: 6026.410156
	Iteration 64Q: 3 clusters Score -2.538287e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186303 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -25382874.000000 Penalty: 6026.410156
	Iteration 65Q: 3 clusters Score -2.538287e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186424 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -25382836.000000 Penalty: 6026.410156
	Iteration 66Q: 3 clusters Score -2.538284e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186525 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25382762.000000 Penalty: 6026.410156
	Iteration 67Q: 3 clusters Score -2.538276e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -25382796.000000 Penalty: 6026.410156
	Iteration 68Q: 3 clusters Score -2.53828e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -25382742.000000 Penalty: 6026.410156
	Iteration 69Q: 3 clusters Score -2.538274e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186729 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -25382710.000000 Penalty: 6026.410156
	Iteration 70Q: 3 clusters Score -2.538271e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -25382716.000000 Penalty: 6026.410156
	Iteration 71Q: 3 clusters Score -2.538272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -25382694.000000 Penalty: 6026.410156
	Iteration 72Q: 3 clusters Score -2.538269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -25382696.000000 Penalty: 6026.410156
	Iteration 73Q: 3 clusters Score -2.53827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -25382690.000000 Penalty: 6026.410156
	Iteration 74Q: 3 clusters Score -2.538269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186854 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -25382690.000000 Penalty: 6026.410156
	Iteration 75Q: 3 clusters Score -2.538269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -25382694.000000 Penalty: 6026.410156
	Iteration 76Q: 3 clusters Score -2.538269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186884 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25382702.000000 Penalty: 6026.410156
	Iteration 77Q: 3 clusters Score -2.53827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186891 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -25382682.000000 Penalty: 6026.410156
	Iteration 78Q: 3 clusters Score -2.538268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186902 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -25382670.000000 Penalty: 6026.410156
	Iteration 79Q: 3 clusters Score -2.538267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186914 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25382664.000000 Penalty: 6026.410156
	Iteration 80F: 3 clusters Score -2.538266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186930 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -25382672.000000 Penalty: 6026.410156
	Iteration 81Q: 3 clusters Score -2.538267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186946 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -25382682.000000 Penalty: 6026.410156
	Iteration 82Q: 3 clusters Score -2.538268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186960 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -25382688.000000 Penalty: 6026.410156
	Iteration 83Q: 3 clusters Score -2.538269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186973 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25382714.000000 Penalty: 6026.410156
	Iteration 84Q: 3 clusters Score -2.538271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186988 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -25382692.000000 Penalty: 6026.410156
	Iteration 85Q: 3 clusters Score -2.538269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187003 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -25382670.000000 Penalty: 6026.410156
	Iteration 86Q: 3 clusters Score -2.538267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187015 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -25382650.000000 Penalty: 6026.410156
	Iteration 87Q: 3 clusters Score -2.538265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187025 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25382636.000000 Penalty: 6026.410156
	Iteration 88Q: 3 clusters Score -2.538264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -25382652.000000 Penalty: 6026.410156
	Iteration 89Q: 3 clusters Score -2.538265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -25382654.000000 Penalty: 6026.410156
	Iteration 90Q: 3 clusters Score -2.538265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -25382650.000000 Penalty: 6026.410156
	Iteration 91Q: 3 clusters Score -2.538265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25382654.000000 Penalty: 6026.410156
	Iteration 92Q: 3 clusters Score -2.538265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187067 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25382664.000000 Penalty: 6026.410156
	Iteration 93Q: 3 clusters Score -2.538266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25382666.000000 Penalty: 6026.410156
	Iteration 94Q: 3 clusters Score -2.538267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -25382658.000000 Penalty: 6026.410156
	Iteration 95Q: 3 clusters Score -2.538266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187085 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25382670.000000 Penalty: 6026.410156
	Iteration 96Q: 3 clusters Score -2.538267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187093 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -25382662.000000 Penalty: 6026.410156
	Iteration 97Q: 3 clusters Score -2.538266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187096 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -25382660.000000 Penalty: 6026.410156
	Iteration 98Q: 3 clusters Score -2.538266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -25382660.000000 Penalty: 6026.410156
	Iteration 99Q: 3 clusters Score -2.538266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -25382666.000000 Penalty: 6026.410156
	Iteration 100F: 3 clusters Score -2.538267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187106 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -25382672.000000 Penalty: 6026.410156
	Iteration 101Q: 3 clusters Score -2.538267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187112 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -25382680.000000 Penalty: 6026.410156
	Iteration 102Q: 3 clusters Score -2.538268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -25382686.000000 Penalty: 6026.410156
	Iteration 103Q: 3 clusters Score -2.538269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -25382698.000000 Penalty: 6026.410156
	Iteration 104Q: 3 clusters Score -2.53827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -25382686.000000 Penalty: 6026.410156
	Iteration 105Q: 3 clusters Score -2.538269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187140 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -25382690.000000 Penalty: 6026.410156
	Iteration 106Q: 3 clusters Score -2.538269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25382688.000000 Penalty: 6026.410156
	Iteration 107Q: 3 clusters Score -2.538269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187161 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -25382692.000000 Penalty: 6026.410156
	Iteration 108Q: 3 clusters Score -2.538269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -25382680.000000 Penalty: 6026.410156
	Iteration 109Q: 3 clusters Score -2.538268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187180 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -25382700.000000 Penalty: 6026.410156
	Iteration 110Q: 3 clusters Score -2.53827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187190 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -25382698.000000 Penalty: 6026.410156
	Iteration 111Q: 3 clusters Score -2.53827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187198 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -25382698.000000 Penalty: 6026.410156
	Iteration 112Q: 3 clusters Score -2.53827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187202 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -25382694.000000 Penalty: 6026.410156
	Iteration 113Q: 3 clusters Score -2.538269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187205 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -25382708.000000 Penalty: 6026.410156
	Iteration 114Q: 3 clusters Score -2.538271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187209 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -25382700.000000 Penalty: 6026.410156
	Iteration 115Q: 3 clusters Score -2.53827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187211 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -25382710.000000 Penalty: 6026.410156
	Iteration 116Q: 3 clusters Score -2.538271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187215 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25382702.000000 Penalty: 6026.410156
	Iteration 117Q: 3 clusters Score -2.53827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187219 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -25382700.000000 Penalty: 6026.410156
	Iteration 118Q: 3 clusters Score -2.53827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187221 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25382706.000000 Penalty: 6026.410156
	Iteration 119Q: 3 clusters Score -2.538271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187224 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25382700.000000 Penalty: 6026.410156
	Iteration 120F: 3 clusters Score -2.53827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187225 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -25382702.000000 Penalty: 6026.410156
	Iteration 121Q: 3 clusters Score -2.53827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187226 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -25382704.000000 Penalty: 6026.410156
	Iteration 122Q: 3 clusters Score -2.53827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -25382702.000000 Penalty: 6026.410156
	Iteration 123Q: 3 clusters Score -2.53827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187229 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -25382720.000000 Penalty: 6026.410156
	Iteration 124Q: 3 clusters Score -2.538272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187230 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -25382724.000000 Penalty: 6026.410156
	Iteration 125Q: 3 clusters Score -2.538272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -25382728.000000 Penalty: 6026.410156
	Iteration 126Q: 3 clusters Score -2.538273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25382710.000000 Penalty: 6026.410156
	Iteration 127Q: 3 clusters Score -2.538271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -25382710.000000 Penalty: 6026.410156
	Iteration 128F: 3 clusters Score -2.538271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Entering Unmasked Estep 
Score: -5939074.500000 Penalty: 2650.449951
	Iteration 0F: 2 clusters Score -5939074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5909373.000000 Penalty: 5300.899902
	Iteration 0F: 3 clusters Score -5909373 nChanged 20117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5920747.000000 Penalty: 5300.899902
	Iteration 1F: 3 clusters Score -5920747 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5921460.000000 Penalty: 5300.899902
	Iteration 2Q: 3 clusters Score -5921460 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -5922294.500000 Penalty: 5300.899902
	Iteration 3Q: 3 clusters Score -5922294 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5923381.000000 Penalty: 5300.899902
	Iteration 4Q: 3 clusters Score -5923381 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5924764.000000 Penalty: 5300.899902
	Iteration 5F: 3 clusters Score -5924764 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5926732.500000 Penalty: 5300.899902
	Iteration 6F: 3 clusters Score -5926732 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5929203.500000 Penalty: 5300.899902
	Iteration 7F: 3 clusters Score -5929204 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5931884.500000 Penalty: 5300.899902
	Iteration 8F: 3 clusters Score -5931884 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5933897.500000 Penalty: 5300.899902
	Iteration 9F: 3 clusters Score -5933898 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5935190.500000 Penalty: 5300.899902
	Iteration 10Q: 3 clusters Score -5935190 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5935930.500000 Penalty: 5300.899902
	Iteration 11Q: 3 clusters Score -5935930 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5936261.500000 Penalty: 5300.899902
	Iteration 12Q: 3 clusters Score -5936262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5936463.500000 Penalty: 5300.899902
	Iteration 13Q: 3 clusters Score -5936464 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5936578.000000 Penalty: 5300.899902
	Iteration 14Q: 3 clusters Score -5936578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5936633.500000 Penalty: 5300.899902
	Iteration 15Q: 3 clusters Score -5936634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -5936677.000000 Penalty: 5300.899902
	Iteration 16Q: 3 clusters Score -5936677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5936701.500000 Penalty: 5300.899902
	Iteration 17Q: 3 clusters Score -5936702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -5936712.000000 Penalty: 5300.899902
	Iteration 18Q: 3 clusters Score -5936712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5936728.000000 Penalty: 5300.899902
	Iteration 19Q: 3 clusters Score -5936728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5936740.500000 Penalty: 5300.899902
	Iteration 20F: 3 clusters Score -5936740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5936745.000000 Penalty: 5300.899902
	Iteration 21Q: 3 clusters Score -5936745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5936752.000000 Penalty: 5300.899902
	Iteration 22Q: 3 clusters Score -5936752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5936753.000000 Penalty: 5300.899902
	Iteration 23Q: 3 clusters Score -5936753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5936759.000000 Penalty: 5300.899902
	Iteration 24Q: 3 clusters Score -5936759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5936765.000000 Penalty: 5300.899902
	Iteration 25Q: 3 clusters Score -5936765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5936767.500000 Penalty: 5300.899902
	Iteration 26Q: 3 clusters Score -5936768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5936767.500000 Penalty: 5300.899902
	Iteration 27F: 3 clusters Score -5936768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -371195.093750 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -371195.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -368036.625000 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -368036.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -368703.500000 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -368703.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -368930.468750 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -368930.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -369100.625000 Penalty: 3936.051270
	Iteration 3F: 3 clusters Score -369100.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -369192.125000 Penalty: 3936.051270
	Iteration 4Q: 3 clusters Score -369192.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369266.593750 Penalty: 3936.051270
	Iteration 5Q: 3 clusters Score -369266.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369338.281250 Penalty: 3936.051270
	Iteration 6Q: 3 clusters Score -369338.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -369414.656250 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -369414.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -369457.656250 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -369457.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -369484.312500 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -369484.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -369506.656250 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -369506.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -369519.406250 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -369519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -369526.250000 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -369526.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -369538.500000 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -369538.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -369549.125000 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -369549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -369555.937500 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -369555.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -369566.000000 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -369566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -369577.593750 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -369577.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -369584.875000 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -369584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -369589.718750 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -369589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -369593.968750 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -369594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -369600.656250 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -369600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -369605.843750 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -369605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -369612.250000 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -369612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -369615.812500 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -369615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -369620.343750 Penalty: 3936.051270
	Iteration 25Q: 3 clusters Score -369620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -369625.093750 Penalty: 3936.051270
	Iteration 26Q: 3 clusters Score -369625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -369630.750000 Penalty: 3936.051270
	Iteration 27Q: 3 clusters Score -369630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -369635.687500 Penalty: 3936.051270
	Iteration 28Q: 3 clusters Score -369635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -369640.875000 Penalty: 3936.051270
	Iteration 29Q: 3 clusters Score -369640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -369645.218750 Penalty: 3936.051270
	Iteration 30Q: 3 clusters Score -369645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -369651.687500 Penalty: 3936.051270
	Iteration 31Q: 3 clusters Score -369651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -369663.625000 Penalty: 3936.051270
	Iteration 32Q: 3 clusters Score -369663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -369671.187500 Penalty: 3936.051270
	Iteration 33Q: 3 clusters Score -369671.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -369679.531250 Penalty: 3936.051270
	Iteration 34Q: 3 clusters Score -369679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -369686.250000 Penalty: 3936.051270
	Iteration 35Q: 3 clusters Score -369686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -369690.718750 Penalty: 3936.051270
	Iteration 36Q: 3 clusters Score -369690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -369692.375000 Penalty: 3936.051270
	Iteration 37Q: 3 clusters Score -369692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -369692.406250 Penalty: 3936.051270
	Iteration 38Q: 3 clusters Score -369692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -369694.093750 Penalty: 3936.051270
	Iteration 39Q: 3 clusters Score -369694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -369694.750000 Penalty: 3936.051270
	Iteration 40F: 3 clusters Score -369694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -369695.937500 Penalty: 3936.051270
	Iteration 41Q: 3 clusters Score -369695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -369698.062500 Penalty: 3936.051270
	Iteration 42Q: 3 clusters Score -369698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -369701.468750 Penalty: 3936.051270
	Iteration 43Q: 3 clusters Score -369701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -369708.843750 Penalty: 3936.051270
	Iteration 44Q: 3 clusters Score -369708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -369712.968750 Penalty: 3936.051270
	Iteration 45Q: 3 clusters Score -369713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -369716.437500 Penalty: 3936.051270
	Iteration 46Q: 3 clusters Score -369716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -369728.093750 Penalty: 3936.051270
	Iteration 47Q: 3 clusters Score -369728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -369733.843750 Penalty: 3936.051270
	Iteration 48Q: 3 clusters Score -369733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -369735.937500 Penalty: 3936.051270
	Iteration 49Q: 3 clusters Score -369735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -369738.750000 Penalty: 3936.051270
	Iteration 50Q: 3 clusters Score -369738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -369741.125000 Penalty: 3936.051270
	Iteration 51Q: 3 clusters Score -369741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -369743.500000 Penalty: 3936.051270
	Iteration 52Q: 3 clusters Score -369743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -369744.843750 Penalty: 3936.051270
	Iteration 53Q: 3 clusters Score -369744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -369744.937500 Penalty: 3936.051270
	Iteration 54Q: 3 clusters Score -369744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369744.906250 Penalty: 3936.051270
	Iteration 55Q: 3 clusters Score -369744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369744.906250 Penalty: 3936.051270
	Iteration 56F: 3 clusters Score -369744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (233378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233378 members 
Entering Unmasked Estep 
Score: -31215376.000000 Penalty: 3065.382812
	Iteration 0F: 2 clusters Score -3.121538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -31069182.000000 Penalty: 6130.765625
	Iteration 0F: 3 clusters Score -3.106918e+07 nChanged 112319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -31134962.000000 Penalty: 6130.765625
	Iteration 1F: 3 clusters Score -3.113496e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -31135796.000000 Penalty: 6130.765625
	Iteration 2Q: 3 clusters Score -3.11358e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -31136594.000000 Penalty: 6130.765625
	Iteration 3Q: 3 clusters Score -3.113659e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -31137936.000000 Penalty: 6130.765625
	Iteration 4Q: 3 clusters Score -3.113794e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -31139948.000000 Penalty: 6130.765625
	Iteration 5Q: 3 clusters Score -3.113995e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140000 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -31143954.000000 Penalty: 6130.765625
	Iteration 6Q: 3 clusters Score -3.114395e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -31151998.000000 Penalty: 6130.765625
	Iteration 7F: 3 clusters Score -3.1152e+07 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -31165066.000000 Penalty: 6130.765625
	Iteration 8F: 3 clusters Score -3.116507e+07 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -31182590.000000 Penalty: 6130.765625
	Iteration 9F: 3 clusters Score -3.118259e+07 nChanged 17158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202121 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -31196826.000000 Penalty: 6130.765625
	Iteration 10F: 3 clusters Score -3.119683e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213167 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -31205546.000000 Penalty: 6130.765625
	Iteration 11Q: 3 clusters Score -3.120555e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219360 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -31209444.000000 Penalty: 6130.765625
	Iteration 12Q: 3 clusters Score -3.120944e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222758 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -31211398.000000 Penalty: 6130.765625
	Iteration 13Q: 3 clusters Score -3.12114e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224906 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -31212588.000000 Penalty: 6130.765625
	Iteration 14Q: 3 clusters Score -3.121259e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -31212980.000000 Penalty: 6130.765625
	Iteration 15Q: 3 clusters Score -3.121298e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227261 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -31213278.000000 Penalty: 6130.765625
	Iteration 16Q: 3 clusters Score -3.121328e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228011 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -31213394.000000 Penalty: 6130.765625
	Iteration 17Q: 3 clusters Score -3.121339e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228638 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -31213426.000000 Penalty: 6130.765625
	Iteration 18Q: 3 clusters Score -3.121343e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229149 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -31213554.000000 Penalty: 6130.765625
	Iteration 19Q: 3 clusters Score -3.121355e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229575 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -31213560.000000 Penalty: 6130.765625
	Iteration 20F: 3 clusters Score -3.121356e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229895 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -31213530.000000 Penalty: 6130.765625
	Iteration 21Q: 3 clusters Score -3.121353e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230167 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -31213568.000000 Penalty: 6130.765625
	Iteration 22Q: 3 clusters Score -3.121357e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230365 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -31213568.000000 Penalty: 6130.765625
	Iteration 23Q: 3 clusters Score -3.121357e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230546 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -31213602.000000 Penalty: 6130.765625
	Iteration 24Q: 3 clusters Score -3.12136e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -31213608.000000 Penalty: 6130.765625
	Iteration 25Q: 3 clusters Score -3.121361e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230849 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -31213554.000000 Penalty: 6130.765625
	Iteration 26Q: 3 clusters Score -3.121355e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230967 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -31213562.000000 Penalty: 6130.765625
	Iteration 27Q: 3 clusters Score -3.121356e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231071 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -31213554.000000 Penalty: 6130.765625
	Iteration 28Q: 3 clusters Score -3.121355e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231170 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -31213566.000000 Penalty: 6130.765625
	Iteration 29Q: 3 clusters Score -3.121357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231254 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -31213570.000000 Penalty: 6130.765625
	Iteration 30Q: 3 clusters Score -3.121357e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231335 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -31213566.000000 Penalty: 6130.765625
	Iteration 31Q: 3 clusters Score -3.121357e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231393 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -31213560.000000 Penalty: 6130.765625
	Iteration 32Q: 3 clusters Score -3.121356e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231454 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -31213548.000000 Penalty: 6130.765625
	Iteration 33Q: 3 clusters Score -3.121355e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231503 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -31213560.000000 Penalty: 6130.765625
	Iteration 34Q: 3 clusters Score -3.121356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231544 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -31213572.000000 Penalty: 6130.765625
	Iteration 35Q: 3 clusters Score -3.121357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231578 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -31213614.000000 Penalty: 6130.765625
	Iteration 36Q: 3 clusters Score -3.121361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231608 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -31213578.000000 Penalty: 6130.765625
	Iteration 37Q: 3 clusters Score -3.121358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231650 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -31213574.000000 Penalty: 6130.765625
	Iteration 38Q: 3 clusters Score -3.121357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -31213570.000000 Penalty: 6130.765625
	Iteration 39Q: 3 clusters Score -3.121357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231731 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -31213554.000000 Penalty: 6130.765625
	Iteration 40F: 3 clusters Score -3.121355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231765 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -31213544.000000 Penalty: 6130.765625
	Iteration 41Q: 3 clusters Score -3.121354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231798 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -31213504.000000 Penalty: 6130.765625
	Iteration 42Q: 3 clusters Score -3.12135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231818 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -31213506.000000 Penalty: 6130.765625
	Iteration 43Q: 3 clusters Score -3.121351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231833 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -31213486.000000 Penalty: 6130.765625
	Iteration 44Q: 3 clusters Score -3.121349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231849 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -31213454.000000 Penalty: 6130.765625
	Iteration 45Q: 3 clusters Score -3.121345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231864 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -31213468.000000 Penalty: 6130.765625
	Iteration 46Q: 3 clusters Score -3.121347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231876 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -31213458.000000 Penalty: 6130.765625
	Iteration 47Q: 3 clusters Score -3.121346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231890 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -31213474.000000 Penalty: 6130.765625
	Iteration 48Q: 3 clusters Score -3.121347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231906 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -31213472.000000 Penalty: 6130.765625
	Iteration 49Q: 3 clusters Score -3.121347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231921 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -31213462.000000 Penalty: 6130.765625
	Iteration 50Q: 3 clusters Score -3.121346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231932 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -31213450.000000 Penalty: 6130.765625
	Iteration 51Q: 3 clusters Score -3.121345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231941 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -31213428.000000 Penalty: 6130.765625
	Iteration 52Q: 3 clusters Score -3.121343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231954 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -31213450.000000 Penalty: 6130.765625
	Iteration 53Q: 3 clusters Score -3.121345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -31213432.000000 Penalty: 6130.765625
	Iteration 54Q: 3 clusters Score -3.121343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -31213436.000000 Penalty: 6130.765625
	Iteration 55Q: 3 clusters Score -3.121344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231981 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -31213430.000000 Penalty: 6130.765625
	Iteration 56Q: 3 clusters Score -3.121343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -31213432.000000 Penalty: 6130.765625
	Iteration 57Q: 3 clusters Score -3.121343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232008 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -31213442.000000 Penalty: 6130.765625
	Iteration 58Q: 3 clusters Score -3.121344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232016 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -31213450.000000 Penalty: 6130.765625
	Iteration 59Q: 3 clusters Score -3.121345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232023 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -31213450.000000 Penalty: 6130.765625
	Iteration 60F: 3 clusters Score -3.121345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232027 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -31213440.000000 Penalty: 6130.765625
	Iteration 61Q: 3 clusters Score -3.121344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232031 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -31213430.000000 Penalty: 6130.765625
	Iteration 62Q: 3 clusters Score -3.121343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232035 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -31213424.000000 Penalty: 6130.765625
	Iteration 63Q: 3 clusters Score -3.121342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232040 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -31213430.000000 Penalty: 6130.765625
	Iteration 64Q: 3 clusters Score -3.121343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -31213424.000000 Penalty: 6130.765625
	Iteration 65Q: 3 clusters Score -3.121342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232050 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -31213408.000000 Penalty: 6130.765625
	Iteration 66Q: 3 clusters Score -3.121341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232054 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -31213392.000000 Penalty: 6130.765625
	Iteration 67Q: 3 clusters Score -3.121339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232056 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -31213392.000000 Penalty: 6130.765625
	Iteration 68Q: 3 clusters Score -3.121339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232058 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -31213372.000000 Penalty: 6130.765625
	Iteration 69Q: 3 clusters Score -3.121337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -31213382.000000 Penalty: 6130.765625
	Iteration 70Q: 3 clusters Score -3.121338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232063 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -31213374.000000 Penalty: 6130.765625
	Iteration 71Q: 3 clusters Score -3.121337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232065 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -31213384.000000 Penalty: 6130.765625
	Iteration 72Q: 3 clusters Score -3.121338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -31213390.000000 Penalty: 6130.765625
	Iteration 73Q: 3 clusters Score -3.121339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232070 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -31213384.000000 Penalty: 6130.765625
	Iteration 74Q: 3 clusters Score -3.121338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232073 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -31213392.000000 Penalty: 6130.765625
	Iteration 75Q: 3 clusters Score -3.121339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -31213382.000000 Penalty: 6130.765625
	Iteration 76Q: 3 clusters Score -3.121338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232075 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -31213384.000000 Penalty: 6130.765625
	Iteration 77Q: 3 clusters Score -3.121338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232078 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -31213376.000000 Penalty: 6130.765625
	Iteration 78Q: 3 clusters Score -3.121338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232082 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -31213380.000000 Penalty: 6130.765625
	Iteration 79Q: 3 clusters Score -3.121338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -31213398.000000 Penalty: 6130.765625
	Iteration 80F: 3 clusters Score -3.12134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -31213398.000000 Penalty: 6130.765625
	Iteration 81Q: 3 clusters Score -3.12134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232091 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -31213406.000000 Penalty: 6130.765625
	Iteration 82Q: 3 clusters Score -3.121341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232092 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -31213404.000000 Penalty: 6130.765625
	Iteration 83Q: 3 clusters Score -3.12134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232092 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -31213404.000000 Penalty: 6130.765625
	Iteration 84F: 3 clusters Score -3.12134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 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 484 members 
Entering Unmasked Estep 
Score: -112588.429688 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112588.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113000.804688 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113000.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113326.125000 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113326.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113570.773438 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113570.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113850.648438 Penalty: 3389.183594
	Iteration 4F: 3 clusters Score -113850.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -114004.304688 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -114004.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -114124.148438 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -114124.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -114234.179688 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114234.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -114309.328125 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -114352.375000 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -114375.992188 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -114376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -114439.242188 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -114439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -114562.664062 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -114562.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -114949.421875 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -114949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -115006.640625 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -115006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -115059.953125 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -115060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -115126.242188 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -115126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -115146.421875 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -115146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -115146.421875 Penalty: 3389.183594
	Iteration 18F: 3 clusters Score -115146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 43796 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233378 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 104129 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75626 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152313 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 179836 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 66124 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 52609 members 
Mstep: Class 21 contains 49834 members 
Mstep: Class 22 contains 152403 members 
Mstep: Class 24 contains 5066 members 
Entering Unmasked Estep 
Score: -180357520.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180358720.000000 to -180357520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (104129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Entering Unmasked Estep 
Score: -14102562.000000 Penalty: 2865.239746
	Iteration 0F: 2 clusters Score -1.410256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -14032780.000000 Penalty: 5730.479492
	Iteration 0F: 3 clusters Score -1.403278e+07 nChanged 49265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -14061223.000000 Penalty: 5730.479492
	Iteration 1F: 3 clusters Score -1.406122e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -14062157.000000 Penalty: 5730.479492
	Iteration 2Q: 3 clusters Score -1.406216e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -14063481.000000 Penalty: 5730.479492
	Iteration 3Q: 3 clusters Score -1.406348e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -14065460.000000 Penalty: 5730.479492
	Iteration 4Q: 3 clusters Score -1.406546e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -14068456.000000 Penalty: 5730.479492
	Iteration 5F: 3 clusters Score -1.406846e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -14072568.000000 Penalty: 5730.479492
	Iteration 6F: 3 clusters Score -1.407257e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -14078229.000000 Penalty: 5730.479492
	Iteration 7F: 3 clusters Score -1.407823e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -14085170.000000 Penalty: 5730.479492
	Iteration 8F: 3 clusters Score -1.408517e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -14091792.000000 Penalty: 5730.479492
	Iteration 9F: 3 clusters Score -1.409179e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -14096332.000000 Penalty: 5730.479492
	Iteration 10Q: 3 clusters Score -1.409633e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -14098484.000000 Penalty: 5730.479492
	Iteration 11Q: 3 clusters Score -1.409848e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -14099435.000000 Penalty: 5730.479492
	Iteration 12Q: 3 clusters Score -1.409944e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -14099737.000000 Penalty: 5730.479492
	Iteration 13Q: 3 clusters Score -1.409974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -14099912.000000 Penalty: 5730.479492
	Iteration 14Q: 3 clusters Score -1.409991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -14099933.000000 Penalty: 5730.479492
	Iteration 15Q: 3 clusters Score -1.409993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -14099965.000000 Penalty: 5730.479492
	Iteration 16Q: 3 clusters Score -1.409996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -14099970.000000 Penalty: 5730.479492
	Iteration 17Q: 3 clusters Score -1.409997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -14099974.000000 Penalty: 5730.479492
	Iteration 18Q: 3 clusters Score -1.409997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -14099966.000000 Penalty: 5730.479492
	Iteration 19Q: 3 clusters Score -1.409997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -14099978.000000 Penalty: 5730.479492
	Iteration 20F: 3 clusters Score -1.409998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 348 members 
Entering Unmasked Estep 
Score: -79736.703125 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79736.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79991.640625 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -79991.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80114.007812 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80114.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80177.250000 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -80177.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80260.609375 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80260.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80357.171875 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -80357.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80471.820312 Penalty: 3231.297607
	Iteration 6F: 3 clusters Score -80471.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80551.835938 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80551.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80649.085938 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80649.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80752.156250 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80752.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80846.164062 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -80846.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80945.015625 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -80945.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81141.187500 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81141.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81233.742188 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -81233.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81280.859375 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81280.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -81314.429688 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -81314.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -81347.460938 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -81347.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81372.734375 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -81372.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81380.742188 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -81380.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81405.679688 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -81405.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -81456.671875 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -81456.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81602.531250 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -81602.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -81670.359375 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -81670.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -81674.960938 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -81674.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -81674.960938 Penalty: 3231.297607
	Iteration 24F: 3 clusters Score -81674.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 43796 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233378 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104129 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 75626 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152313 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 179836 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 66124 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 52609 members 
Mstep: Class 21 contains 49834 members 
Mstep: Class 22 contains 152403 members 
Mstep: Class 24 contains 5066 members 
Entering Unmasked Estep 
Score: -180356976.000000 Penalty: 80602.570312
Splitting cluster 7 changes total score from -180358720.000000 to -180356976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (75626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Entering Unmasked Estep 
Score: -10281576.000000 Penalty: 2785.921875
	Iteration 0F: 2 clusters Score -1.028158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -10230855.000000 Penalty: 5571.843750
	Iteration 0F: 3 clusters Score -1.023086e+07 nChanged 35506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -10250950.000000 Penalty: 5571.843750
	Iteration 1F: 3 clusters Score -1.025095e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -10251440.000000 Penalty: 5571.843750
	Iteration 2Q: 3 clusters Score -1.025144e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -10252022.000000 Penalty: 5571.843750
	Iteration 3Q: 3 clusters Score -1.025202e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -10252625.000000 Penalty: 5571.843750
	Iteration 4Q: 3 clusters Score -1.025262e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -10253735.000000 Penalty: 5571.843750
	Iteration 5Q: 3 clusters Score -1.025374e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -10255566.000000 Penalty: 5571.843750
	Iteration 6Q: 3 clusters Score -1.025557e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -10258745.000000 Penalty: 5571.843750
	Iteration 7F: 3 clusters Score -1.025874e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -10263549.000000 Penalty: 5571.843750
	Iteration 8F: 3 clusters Score -1.026355e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -10269379.000000 Penalty: 5571.843750
	Iteration 9F: 3 clusters Score -1.026938e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -10274369.000000 Penalty: 5571.843750
	Iteration 10F: 3 clusters Score -1.027437e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10277262.000000 Penalty: 5571.843750
	Iteration 11Q: 3 clusters Score -1.027726e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10278388.000000 Penalty: 5571.843750
	Iteration 12Q: 3 clusters Score -1.027839e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10278747.000000 Penalty: 5571.843750
	Iteration 13Q: 3 clusters Score -1.027875e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10278919.000000 Penalty: 5571.843750
	Iteration 14Q: 3 clusters Score -1.027892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10278990.000000 Penalty: 5571.843750
	Iteration 15Q: 3 clusters Score -1.027899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10279036.000000 Penalty: 5571.843750
	Iteration 16Q: 3 clusters Score -1.027904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10279055.000000 Penalty: 5571.843750
	Iteration 17Q: 3 clusters Score -1.027906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10279071.000000 Penalty: 5571.843750
	Iteration 18Q: 3 clusters Score -1.027907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10279079.000000 Penalty: 5571.843750
	Iteration 19Q: 3 clusters Score -1.027908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10279088.000000 Penalty: 5571.843750
	Iteration 20F: 3 clusters Score -1.027909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10279092.000000 Penalty: 5571.843750
	Iteration 21Q: 3 clusters Score -1.027909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10279093.000000 Penalty: 5571.843750
	Iteration 22Q: 3 clusters Score -1.027909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10279093.000000 Penalty: 5571.843750
	Iteration 23F: 3 clusters Score -1.027909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119001.906250 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117074.195312 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117074.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117443.414062 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117443.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117590.023438 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117708.960938 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -117709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117809.617188 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117809.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117915.195312 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117915.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118006.734375 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -118006.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118132.351562 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118132.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118322.296875 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118322.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118443.828125 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118443.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118545.851562 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -118545.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118643.890625 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -118643.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118797.109375 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -118797.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118885.507812 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118885.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119018.968750 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119173.148438 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119258.671875 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119355.890625 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119421.406250 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -119421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119434.468750 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119442.734375 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119448.804688 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119499.671875 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -119591.273438 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119699.828125 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -119699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119699.828125 Penalty: 3419.756348
	Iteration 25F: 3 clusters Score -119699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 43796 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233378 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104129 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75626 members 
Mstep: Class 9 contains 389 members 
Mstep: Class 10 contains 152313 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 179836 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 66124 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 52609 members 
Mstep: Class 21 contains 49834 members 
Mstep: Class 22 contains 152403 members 
Mstep: Class 24 contains 5066 members 
Entering Unmasked Estep 
Score: -180357776.000000 Penalty: 80602.570312
Splitting cluster 9 changes total score from -180358720.000000 to -180357776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (152313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Entering Unmasked Estep 
Score: -20522654.000000 Penalty: 2959.555908
	Iteration 0F: 2 clusters Score -2.052265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -20422704.000000 Penalty: 5919.111816
	Iteration 0F: 3 clusters Score -2.04227e+07 nChanged 72851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -20464746.000000 Penalty: 5919.111816
	Iteration 1F: 3 clusters Score -2.046475e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -20465410.000000 Penalty: 5919.111816
	Iteration 2Q: 3 clusters Score -2.046541e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -20466368.000000 Penalty: 5919.111816
	Iteration 3Q: 3 clusters Score -2.046637e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -20467080.000000 Penalty: 5919.111816
	Iteration 4Q: 3 clusters Score -2.046708e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -20467978.000000 Penalty: 5919.111816
	Iteration 5Q: 3 clusters Score -2.046798e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -20469202.000000 Penalty: 5919.111816
	Iteration 6Q: 3 clusters Score -2.04692e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -20471270.000000 Penalty: 5919.111816
	Iteration 7Q: 3 clusters Score -2.047127e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -20474392.000000 Penalty: 5919.111816
	Iteration 8Q: 3 clusters Score -2.047439e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -20479334.000000 Penalty: 5919.111816
	Iteration 9F: 3 clusters Score -2.047933e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -20486800.000000 Penalty: 5919.111816
	Iteration 10F: 3 clusters Score -2.04868e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -20496624.000000 Penalty: 5919.111816
	Iteration 11F: 3 clusters Score -2.049662e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133515 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -20505798.000000 Penalty: 5919.111816
	Iteration 12F: 3 clusters Score -2.05058e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141233 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -20512478.000000 Penalty: 5919.111816
	Iteration 13F: 3 clusters Score -2.051248e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -20516234.000000 Penalty: 5919.111816
	Iteration 14Q: 3 clusters Score -2.051623e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20518216.000000 Penalty: 5919.111816
	Iteration 15Q: 3 clusters Score -2.051822e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20519134.000000 Penalty: 5919.111816
	Iteration 16Q: 3 clusters Score -2.051913e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20519582.000000 Penalty: 5919.111816
	Iteration 17Q: 3 clusters Score -2.051958e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20519878.000000 Penalty: 5919.111816
	Iteration 18Q: 3 clusters Score -2.051988e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20520002.000000 Penalty: 5919.111816
	Iteration 19Q: 3 clusters Score -2.052e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20520114.000000 Penalty: 5919.111816
	Iteration 20F: 3 clusters Score -2.052011e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20520136.000000 Penalty: 5919.111816
	Iteration 21Q: 3 clusters Score -2.052014e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20520192.000000 Penalty: 5919.111816
	Iteration 22Q: 3 clusters Score -2.052019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151256 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20520226.000000 Penalty: 5919.111816
	Iteration 23Q: 3 clusters Score -2.052023e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20520248.000000 Penalty: 5919.111816
	Iteration 24Q: 3 clusters Score -2.052025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20520254.000000 Penalty: 5919.111816
	Iteration 25Q: 3 clusters Score -2.052025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20520296.000000 Penalty: 5919.111816
	Iteration 26Q: 3 clusters Score -2.05203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20520308.000000 Penalty: 5919.111816
	Iteration 27Q: 3 clusters Score -2.052031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -20520308.000000 Penalty: 5919.111816
	Iteration 28Q: 3 clusters Score -2.052031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -20520296.000000 Penalty: 5919.111816
	Iteration 29Q: 3 clusters Score -2.05203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20520336.000000 Penalty: 5919.111816
	Iteration 30Q: 3 clusters Score -2.052034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20520342.000000 Penalty: 5919.111816
	Iteration 31Q: 3 clusters Score -2.052034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20520338.000000 Penalty: 5919.111816
	Iteration 32Q: 3 clusters Score -2.052034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151361 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20520346.000000 Penalty: 5919.111816
	Iteration 33Q: 3 clusters Score -2.052035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20520336.000000 Penalty: 5919.111816
	Iteration 34Q: 3 clusters Score -2.052034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20520340.000000 Penalty: 5919.111816
	Iteration 35Q: 3 clusters Score -2.052034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20520332.000000 Penalty: 5919.111816
	Iteration 36Q: 3 clusters Score -2.052033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151375 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20520338.000000 Penalty: 5919.111816
	Iteration 37Q: 3 clusters Score -2.052034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20520348.000000 Penalty: 5919.111816
	Iteration 38Q: 3 clusters Score -2.052035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20520352.000000 Penalty: 5919.111816
	Iteration 39Q: 3 clusters Score -2.052035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20520352.000000 Penalty: 5919.111816
	Iteration 40F: 3 clusters Score -2.052035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -20520362.000000 Penalty: 5919.111816
	Iteration 41Q: 3 clusters Score -2.052036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20520350.000000 Penalty: 5919.111816
	Iteration 42Q: 3 clusters Score -2.052035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20520364.000000 Penalty: 5919.111816
	Iteration 43Q: 3 clusters Score -2.052036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -20520350.000000 Penalty: 5919.111816
	Iteration 44Q: 3 clusters Score -2.052035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20520346.000000 Penalty: 5919.111816
	Iteration 45Q: 3 clusters Score -2.052035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20520348.000000 Penalty: 5919.111816
	Iteration 46Q: 3 clusters Score -2.052035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20520352.000000 Penalty: 5919.111816
	Iteration 47Q: 3 clusters Score -2.052035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20520352.000000 Penalty: 5919.111816
	Iteration 48Q: 3 clusters Score -2.052035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151415 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20520354.000000 Penalty: 5919.111816
	Iteration 49Q: 3 clusters Score -2.052035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -20520352.000000 Penalty: 5919.111816
	Iteration 50Q: 3 clusters Score -2.052035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20520354.000000 Penalty: 5919.111816
	Iteration 51Q: 3 clusters Score -2.052035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20520354.000000 Penalty: 5919.111816
	Iteration 52F: 3 clusters Score -2.052035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -613468.750000 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -613468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -609129.375000 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -609129.4 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -610264.687500 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -610264.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -610464.500000 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -610464.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -610575.750000 Penalty: 4215.316406
	Iteration 3Q: 3 clusters Score -610575.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -610661.062500 Penalty: 4215.316406
	Iteration 4Q: 3 clusters Score -610661.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -610742.000000 Penalty: 4215.316406
	Iteration 5Q: 3 clusters Score -610742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -610800.437500 Penalty: 4215.316406
	Iteration 6Q: 3 clusters Score -610800.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -610847.437500 Penalty: 4215.316406
	Iteration 7Q: 3 clusters Score -610847.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -610881.875000 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -610881.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -610907.625000 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -610907.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -610935.187500 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -610935.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -610956.062500 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -610956.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -610978.437500 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -610978.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -610998.937500 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -610998.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -611021.625000 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -611021.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -611038.187500 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -611038.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -611049.312500 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -611049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -611059.937500 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -611059.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -611068.375000 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -611068.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -611078.250000 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -611078.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -611090.500000 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -611090.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -611105.062500 Penalty: 4215.316406
	Iteration 21Q: 3 clusters Score -611105.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -611114.625000 Penalty: 4215.316406
	Iteration 22Q: 3 clusters Score -611114.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -611129.375000 Penalty: 4215.316406
	Iteration 23Q: 3 clusters Score -611129.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -611146.250000 Penalty: 4215.316406
	Iteration 24Q: 3 clusters Score -611146.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -611161.187500 Penalty: 4215.316406
	Iteration 25Q: 3 clusters Score -611161.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -611179.875000 Penalty: 4215.316406
	Iteration 26Q: 3 clusters Score -611179.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -611198.875000 Penalty: 4215.316406
	Iteration 27Q: 3 clusters Score -611198.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -611220.312500 Penalty: 4215.316406
	Iteration 28Q: 3 clusters Score -611220.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -611243.687500 Penalty: 4215.316406
	Iteration 29Q: 3 clusters Score -611243.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -611264.062500 Penalty: 4215.316406
	Iteration 30Q: 3 clusters Score -611264.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -611287.375000 Penalty: 4215.316406
	Iteration 31Q: 3 clusters Score -611287.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -611314.812500 Penalty: 4215.316406
	Iteration 32Q: 3 clusters Score -611314.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -611334.062500 Penalty: 4215.316406
	Iteration 33Q: 3 clusters Score -611334.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -611354.375000 Penalty: 4215.316406
	Iteration 34Q: 3 clusters Score -611354.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -611373.375000 Penalty: 4215.316406
	Iteration 35Q: 3 clusters Score -611373.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -611399.437500 Penalty: 4215.316406
	Iteration 36Q: 3 clusters Score -611399.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -611426.625000 Penalty: 4215.316406
	Iteration 37Q: 3 clusters Score -611426.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -611463.000000 Penalty: 4215.316406
	Iteration 38Q: 3 clusters Score -611463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -611499.125000 Penalty: 4215.316406
	Iteration 39Q: 3 clusters Score -611499.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -611540.375000 Penalty: 4215.316406
	Iteration 40F: 3 clusters Score -611540.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -611574.187500 Penalty: 4215.316406
	Iteration 41Q: 3 clusters Score -611574.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -611614.875000 Penalty: 4215.316406
	Iteration 42Q: 3 clusters Score -611614.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -611649.125000 Penalty: 4215.316406
	Iteration 43Q: 3 clusters Score -611649.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -611686.875000 Penalty: 4215.316406
	Iteration 44Q: 3 clusters Score -611686.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -611720.937500 Penalty: 4215.316406
	Iteration 45Q: 3 clusters Score -611720.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -611745.812500 Penalty: 4215.316406
	Iteration 46Q: 3 clusters Score -611745.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -611770.187500 Penalty: 4215.316406
	Iteration 47Q: 3 clusters Score -611770.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -611793.125000 Penalty: 4215.316406
	Iteration 48Q: 3 clusters Score -611793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -611817.062500 Penalty: 4215.316406
	Iteration 49Q: 3 clusters Score -611817.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -611850.187500 Penalty: 4215.316406
	Iteration 50Q: 3 clusters Score -611850.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -611877.812500 Penalty: 4215.316406
	Iteration 51Q: 3 clusters Score -611877.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -611903.562500 Penalty: 4215.316406
	Iteration 52Q: 3 clusters Score -611903.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -611925.437500 Penalty: 4215.316406
	Iteration 53Q: 3 clusters Score -611925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -611941.125000 Penalty: 4215.316406
	Iteration 54Q: 3 clusters Score -611941.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -611957.187500 Penalty: 4215.316406
	Iteration 55Q: 3 clusters Score -611957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -611969.250000 Penalty: 4215.316406
	Iteration 56Q: 3 clusters Score -611969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -611974.437500 Penalty: 4215.316406
	Iteration 57Q: 3 clusters Score -611974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -611976.812500 Penalty: 4215.316406
	Iteration 58Q: 3 clusters Score -611976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -611980.437500 Penalty: 4215.316406
	Iteration 59Q: 3 clusters Score -611980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -611983.812500 Penalty: 4215.316406
	Iteration 60F: 3 clusters Score -611983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -611988.812500 Penalty: 4215.316406
	Iteration 61Q: 3 clusters Score -611988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -611989.812500 Penalty: 4215.316406
	Iteration 62Q: 3 clusters Score -611989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -611991.375000 Penalty: 4215.316406
	Iteration 63Q: 3 clusters Score -611991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -611991.250000 Penalty: 4215.316406
	Iteration 64Q: 3 clusters Score -611991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -611993.812500 Penalty: 4215.316406
	Iteration 65Q: 3 clusters Score -611993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -611993.812500 Penalty: 4215.316406
	Iteration 66Q: 3 clusters Score -611993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -611994.125000 Penalty: 4215.316406
	Iteration 67Q: 3 clusters Score -611994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -611994.125000 Penalty: 4215.316406
	Iteration 68F: 3 clusters Score -611994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -43776.914062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -43776.91 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 196 members 
Entering Unmasked Estep 
Score: -42404.414062 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -42404.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42580.117188 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -42580.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42641.335938 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -42641.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42667.175781 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -42667.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42678.757812 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -42678.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42692.667969 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -42692.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42704.890625 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -42704.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42708.515625 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -42708.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42708.515625 Penalty: 2952.808594
	Iteration 8F: 3 clusters Score -42708.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Entering Unmasked Estep 
Score: -1564476.500000 Penalty: 2336.650635
	Iteration 0F: 2 clusters Score -1564476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1555356.000000 Penalty: 4673.301270
	Iteration 0F: 3 clusters Score -1555356 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1558127.000000 Penalty: 4673.301270
	Iteration 1F: 3 clusters Score -1558127 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1558476.500000 Penalty: 4673.301270
	Iteration 2F: 3 clusters Score -1558476 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1558745.375000 Penalty: 4673.301270
	Iteration 3F: 3 clusters Score -1558745 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1559006.125000 Penalty: 4673.301270
	Iteration 4Q: 3 clusters Score -1559006 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1559291.625000 Penalty: 4673.301270
	Iteration 5Q: 3 clusters Score -1559292 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1559533.375000 Penalty: 4673.301270
	Iteration 6Q: 3 clusters Score -1559533 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1559733.500000 Penalty: 4673.301270
	Iteration 7Q: 3 clusters Score -1559734 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1559877.000000 Penalty: 4673.301270
	Iteration 8Q: 3 clusters Score -1559877 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1560007.750000 Penalty: 4673.301270
	Iteration 9Q: 3 clusters Score -1560008 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1560116.000000 Penalty: 4673.301270
	Iteration 10Q: 3 clusters Score -1560116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1560212.125000 Penalty: 4673.301270
	Iteration 11Q: 3 clusters Score -1560212 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1560314.875000 Penalty: 4673.301270
	Iteration 12Q: 3 clusters Score -1560315 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1560413.750000 Penalty: 4673.301270
	Iteration 13Q: 3 clusters Score -1560414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1560514.875000 Penalty: 4673.301270
	Iteration 14Q: 3 clusters Score -1560515 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1560621.875000 Penalty: 4673.301270
	Iteration 15Q: 3 clusters Score -1560622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1560754.625000 Penalty: 4673.301270
	Iteration 16Q: 3 clusters Score -1560755 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1560904.250000 Penalty: 4673.301270
	Iteration 17Q: 3 clusters Score -1560904 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1561044.250000 Penalty: 4673.301270
	Iteration 18Q: 3 clusters Score -1561044 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1561146.500000 Penalty: 4673.301270
	Iteration 19Q: 3 clusters Score -1561146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1561238.500000 Penalty: 4673.301270
	Iteration 20F: 3 clusters Score -1561238 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1561308.875000 Penalty: 4673.301270
	Iteration 21Q: 3 clusters Score -1561309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1561363.250000 Penalty: 4673.301270
	Iteration 22Q: 3 clusters Score -1561363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1561395.875000 Penalty: 4673.301270
	Iteration 23Q: 3 clusters Score -1561396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1561429.250000 Penalty: 4673.301270
	Iteration 24Q: 3 clusters Score -1561429 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1561457.000000 Penalty: 4673.301270
	Iteration 25Q: 3 clusters Score -1561457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1561472.375000 Penalty: 4673.301270
	Iteration 26Q: 3 clusters Score -1561472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1561487.750000 Penalty: 4673.301270
	Iteration 27Q: 3 clusters Score -1561488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1561497.750000 Penalty: 4673.301270
	Iteration 28Q: 3 clusters Score -1561498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1561506.750000 Penalty: 4673.301270
	Iteration 29Q: 3 clusters Score -1561507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1561514.625000 Penalty: 4673.301270
	Iteration 30Q: 3 clusters Score -1561515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1561515.500000 Penalty: 4673.301270
	Iteration 31Q: 3 clusters Score -1561516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1561520.125000 Penalty: 4673.301270
	Iteration 32Q: 3 clusters Score -1561520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1561524.250000 Penalty: 4673.301270
	Iteration 33Q: 3 clusters Score -1561524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1561530.125000 Penalty: 4673.301270
	Iteration 34Q: 3 clusters Score -1561530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1561539.125000 Penalty: 4673.301270
	Iteration 35Q: 3 clusters Score -1561539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1561541.750000 Penalty: 4673.301270
	Iteration 36Q: 3 clusters Score -1561542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1561546.000000 Penalty: 4673.301270
	Iteration 37Q: 3 clusters Score -1561546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1561559.625000 Penalty: 4673.301270
	Iteration 38Q: 3 clusters Score -1561560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1561566.625000 Penalty: 4673.301270
	Iteration 39Q: 3 clusters Score -1561567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1561579.625000 Penalty: 4673.301270
	Iteration 40F: 3 clusters Score -1561580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1561586.500000 Penalty: 4673.301270
	Iteration 41Q: 3 clusters Score -1561586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1561598.625000 Penalty: 4673.301270
	Iteration 42Q: 3 clusters Score -1561599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1561604.250000 Penalty: 4673.301270
	Iteration 43Q: 3 clusters Score -1561604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1561619.625000 Penalty: 4673.301270
	Iteration 44Q: 3 clusters Score -1561620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1561632.750000 Penalty: 4673.301270
	Iteration 45Q: 3 clusters Score -1561633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1561651.125000 Penalty: 4673.301270
	Iteration 46Q: 3 clusters Score -1561651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1561675.500000 Penalty: 4673.301270
	Iteration 47Q: 3 clusters Score -1561676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1561690.875000 Penalty: 4673.301270
	Iteration 48Q: 3 clusters Score -1561691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1561720.375000 Penalty: 4673.301270
	Iteration 49Q: 3 clusters Score -1561720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1561745.875000 Penalty: 4673.301270
	Iteration 50Q: 3 clusters Score -1561746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1561783.375000 Penalty: 4673.301270
	Iteration 51Q: 3 clusters Score -1561783 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1561823.250000 Penalty: 4673.301270
	Iteration 52Q: 3 clusters Score -1561823 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1561862.375000 Penalty: 4673.301270
	Iteration 53Q: 3 clusters Score -1561862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1561898.500000 Penalty: 4673.301270
	Iteration 54Q: 3 clusters Score -1561898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1561935.000000 Penalty: 4673.301270
	Iteration 55Q: 3 clusters Score -1561935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1561978.875000 Penalty: 4673.301270
	Iteration 56Q: 3 clusters Score -1561979 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1562025.500000 Penalty: 4673.301270
	Iteration 57Q: 3 clusters Score -1562026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1562085.000000 Penalty: 4673.301270
	Iteration 58Q: 3 clusters Score -1562085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1562144.000000 Penalty: 4673.301270
	Iteration 59Q: 3 clusters Score -1562144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1562216.250000 Penalty: 4673.301270
	Iteration 60F: 3 clusters Score -1562216 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1562288.500000 Penalty: 4673.301270
	Iteration 61Q: 3 clusters Score -1562288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1562347.500000 Penalty: 4673.301270
	Iteration 62Q: 3 clusters Score -1562348 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1562411.500000 Penalty: 4673.301270
	Iteration 63Q: 3 clusters Score -1562412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1562490.875000 Penalty: 4673.301270
	Iteration 64Q: 3 clusters Score -1562491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1562573.125000 Penalty: 4673.301270
	Iteration 65Q: 3 clusters Score -1562573 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1562643.625000 Penalty: 4673.301270
	Iteration 66Q: 3 clusters Score -1562644 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1562725.375000 Penalty: 4673.301270
	Iteration 67Q: 3 clusters Score -1562725 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1562826.875000 Penalty: 4673.301270
	Iteration 68Q: 3 clusters Score -1562827 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1562923.125000 Penalty: 4673.301270
	Iteration 69Q: 3 clusters Score -1562923 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1563036.875000 Penalty: 4673.301270
	Iteration 70Q: 3 clusters Score -1563037 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1563145.500000 Penalty: 4673.301270
	Iteration 71Q: 3 clusters Score -1563146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1563273.625000 Penalty: 4673.301270
	Iteration 72Q: 3 clusters Score -1563274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1563396.750000 Penalty: 4673.301270
	Iteration 73Q: 3 clusters Score -1563397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1563517.125000 Penalty: 4673.301270
	Iteration 74Q: 3 clusters Score -1563517 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1563652.375000 Penalty: 4673.301270
	Iteration 75Q: 3 clusters Score -1563652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1563747.375000 Penalty: 4673.301270
	Iteration 76Q: 3 clusters Score -1563747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1563836.250000 Penalty: 4673.301270
	Iteration 77Q: 3 clusters Score -1563836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1563896.250000 Penalty: 4673.301270
	Iteration 78Q: 3 clusters Score -1563896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1563948.500000 Penalty: 4673.301270
	Iteration 79Q: 3 clusters Score -1563948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1563992.125000 Penalty: 4673.301270
	Iteration 80F: 3 clusters Score -1563992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1564029.250000 Penalty: 4673.301270
	Iteration 81Q: 3 clusters Score -1564029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1564055.000000 Penalty: 4673.301270
	Iteration 82Q: 3 clusters Score -1564055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1564070.000000 Penalty: 4673.301270
	Iteration 83Q: 3 clusters Score -1564070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1564081.250000 Penalty: 4673.301270
	Iteration 84Q: 3 clusters Score -1564081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1564085.375000 Penalty: 4673.301270
	Iteration 85Q: 3 clusters Score -1564085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1564090.000000 Penalty: 4673.301270
	Iteration 86Q: 3 clusters Score -1564090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1564090.500000 Penalty: 4673.301270
	Iteration 87Q: 3 clusters Score -1564090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1564091.625000 Penalty: 4673.301270
	Iteration 88Q: 3 clusters Score -1564092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1564090.750000 Penalty: 4673.301270
	Iteration 89Q: 3 clusters Score -1564091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1564090.250000 Penalty: 4673.301270
	Iteration 90Q: 3 clusters Score -1564090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1564093.000000 Penalty: 4673.301270
	Iteration 91Q: 3 clusters Score -1564093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1564094.250000 Penalty: 4673.301270
	Iteration 92Q: 3 clusters Score -1564094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1564096.500000 Penalty: 4673.301270
	Iteration 93Q: 3 clusters Score -1564096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1564097.750000 Penalty: 4673.301270
	Iteration 94Q: 3 clusters Score -1564098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1564098.125000 Penalty: 4673.301270
	Iteration 95Q: 3 clusters Score -1564098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1564099.250000 Penalty: 4673.301270
	Iteration 96Q: 3 clusters Score -1564099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1564099.250000 Penalty: 4673.301270
	Iteration 97F: 3 clusters Score -1564099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (179836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179836 members 
Entering Unmasked Estep 
Score: -24191130.000000 Penalty: 3000.750488
	Iteration 0F: 2 clusters Score -2.419113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -24076334.000000 Penalty: 6001.500977
	Iteration 0F: 3 clusters Score -2.407633e+07 nChanged 86363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -24126450.000000 Penalty: 6001.500977
	Iteration 1F: 3 clusters Score -2.412645e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -24127210.000000 Penalty: 6001.500977
	Iteration 2Q: 3 clusters Score -2.412721e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -24128178.000000 Penalty: 6001.500977
	Iteration 3Q: 3 clusters Score -2.412818e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -24129348.000000 Penalty: 6001.500977
	Iteration 4Q: 3 clusters Score -2.412935e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -24130932.000000 Penalty: 6001.500977
	Iteration 5Q: 3 clusters Score -2.413093e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -24132774.000000 Penalty: 6001.500977
	Iteration 6Q: 3 clusters Score -2.413277e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -24135142.000000 Penalty: 6001.500977
	Iteration 7Q: 3 clusters Score -2.413514e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -24138586.000000 Penalty: 6001.500977
	Iteration 8Q: 3 clusters Score -2.413859e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -24143420.000000 Penalty: 6001.500977
	Iteration 9Q: 3 clusters Score -2.414342e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -24150092.000000 Penalty: 6001.500977
	Iteration 10F: 3 clusters Score -2.415009e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -24158268.000000 Penalty: 6001.500977
	Iteration 11F: 3 clusters Score -2.415827e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -24164910.000000 Penalty: 6001.500977
	Iteration 12F: 3 clusters Score -2.416491e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -24168040.000000 Penalty: 6001.500977
	Iteration 13Q: 3 clusters Score -2.416804e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -24169066.000000 Penalty: 6001.500977
	Iteration 14Q: 3 clusters Score -2.416907e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -24169552.000000 Penalty: 6001.500977
	Iteration 15Q: 3 clusters Score -2.416955e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 106891 members 
Entering Unmasked Estep 
Score: -24169860.000000 Penalty: 6001.500977
	Iteration 16Q: 3 clusters Score -2.416986e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -24170022.000000 Penalty: 6001.500977
	Iteration 17Q: 3 clusters Score -2.417002e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -24170484.000000 Penalty: 6001.500977
	Iteration 18Q: 3 clusters Score -2.417048e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -24170768.000000 Penalty: 6001.500977
	Iteration 19Q: 3 clusters Score -2.417077e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -24171140.000000 Penalty: 6001.500977
	Iteration 20F: 3 clusters Score -2.417114e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -24171452.000000 Penalty: 6001.500977
	Iteration 21Q: 3 clusters Score -2.417145e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -24171692.000000 Penalty: 6001.500977
	Iteration 22Q: 3 clusters Score -2.417169e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 110587 members 
Entering Unmasked Estep 
Score: -24171980.000000 Penalty: 6001.500977
	Iteration 23Q: 3 clusters Score -2.417198e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 111015 members 
Entering Unmasked Estep 
Score: -24172214.000000 Penalty: 6001.500977
	Iteration 24Q: 3 clusters Score -2.417221e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -24172502.000000 Penalty: 6001.500977
	Iteration 25Q: 3 clusters Score -2.41725e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -24172724.000000 Penalty: 6001.500977
	Iteration 26Q: 3 clusters Score -2.417272e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -24173068.000000 Penalty: 6001.500977
	Iteration 27Q: 3 clusters Score -2.417307e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -24173404.000000 Penalty: 6001.500977
	Iteration 28Q: 3 clusters Score -2.41734e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 113451 members 
Entering Unmasked Estep 
Score: -24173550.000000 Penalty: 6001.500977
	Iteration 29Q: 3 clusters Score -2.417355e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -24173718.000000 Penalty: 6001.500977
	Iteration 30Q: 3 clusters Score -2.417372e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -24173968.000000 Penalty: 6001.500977
	Iteration 31Q: 3 clusters Score -2.417397e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -24174122.000000 Penalty: 6001.500977
	Iteration 32Q: 3 clusters Score -2.417412e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 115910 members 
Entering Unmasked Estep 
Score: -24174328.000000 Penalty: 6001.500977
	Iteration 33Q: 3 clusters Score -2.417433e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -24174582.000000 Penalty: 6001.500977
	Iteration 34Q: 3 clusters Score -2.417458e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -24174682.000000 Penalty: 6001.500977
	Iteration 35Q: 3 clusters Score -2.417468e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -24174812.000000 Penalty: 6001.500977
	Iteration 36Q: 3 clusters Score -2.417481e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -24174898.000000 Penalty: 6001.500977
	Iteration 37Q: 3 clusters Score -2.41749e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -24175060.000000 Penalty: 6001.500977
	Iteration 38Q: 3 clusters Score -2.417506e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -24175228.000000 Penalty: 6001.500977
	Iteration 39Q: 3 clusters Score -2.417523e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -24175324.000000 Penalty: 6001.500977
	Iteration 40F: 3 clusters Score -2.417532e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -24175442.000000 Penalty: 6001.500977
	Iteration 41Q: 3 clusters Score -2.417544e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 123206 members 
Entering Unmasked Estep 
Score: -24175488.000000 Penalty: 6001.500977
	Iteration 42Q: 3 clusters Score -2.417549e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -24175678.000000 Penalty: 6001.500977
	Iteration 43Q: 3 clusters Score -2.417568e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -24175754.000000 Penalty: 6001.500977
	Iteration 44Q: 3 clusters Score -2.417575e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -24175824.000000 Penalty: 6001.500977
	Iteration 45Q: 3 clusters Score -2.417582e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -24175954.000000 Penalty: 6001.500977
	Iteration 46Q: 3 clusters Score -2.417595e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -24176122.000000 Penalty: 6001.500977
	Iteration 47Q: 3 clusters Score -2.417612e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -24176300.000000 Penalty: 6001.500977
	Iteration 48Q: 3 clusters Score -2.41763e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -24176450.000000 Penalty: 6001.500977
	Iteration 49Q: 3 clusters Score -2.417645e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 132039 members 
Entering Unmasked Estep 
Score: -24176538.000000 Penalty: 6001.500977
	Iteration 50Q: 3 clusters Score -2.417654e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -24176856.000000 Penalty: 6001.500977
	Iteration 51Q: 3 clusters Score -2.417686e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -24177078.000000 Penalty: 6001.500977
	Iteration 52Q: 3 clusters Score -2.417708e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -24177422.000000 Penalty: 6001.500977
	Iteration 53Q: 3 clusters Score -2.417742e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -24177746.000000 Penalty: 6001.500977
	Iteration 54Q: 3 clusters Score -2.417775e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -24178084.000000 Penalty: 6001.500977
	Iteration 55Q: 3 clusters Score -2.417808e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 141531 members 
Entering Unmasked Estep 
Score: -24178514.000000 Penalty: 6001.500977
	Iteration 56Q: 3 clusters Score -2.417851e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -24178934.000000 Penalty: 6001.500977
	Iteration 57Q: 3 clusters Score -2.417893e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 145647 members 
Entering Unmasked Estep 
Score: -24179502.000000 Penalty: 6001.500977
	Iteration 58Q: 3 clusters Score -2.41795e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 147865 members 
Entering Unmasked Estep 
Score: -24180174.000000 Penalty: 6001.500977
	Iteration 59Q: 3 clusters Score -2.418017e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -24180848.000000 Penalty: 6001.500977
	Iteration 60F: 3 clusters Score -2.418085e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 152558 members 
Entering Unmasked Estep 
Score: -24181608.000000 Penalty: 6001.500977
	Iteration 61Q: 3 clusters Score -2.418161e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -24182198.000000 Penalty: 6001.500977
	Iteration 62Q: 3 clusters Score -2.41822e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -24182982.000000 Penalty: 6001.500977
	Iteration 63Q: 3 clusters Score -2.418298e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -24183834.000000 Penalty: 6001.500977
	Iteration 64Q: 3 clusters Score -2.418383e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 162568 members 
Entering Unmasked Estep 
Score: -24184452.000000 Penalty: 6001.500977
	Iteration 65Q: 3 clusters Score -2.418445e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -24185310.000000 Penalty: 6001.500977
	Iteration 66Q: 3 clusters Score -2.418531e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 167051 members 
Entering Unmasked Estep 
Score: -24185982.000000 Penalty: 6001.500977
	Iteration 67Q: 3 clusters Score -2.418598e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 168913 members 
Entering Unmasked Estep 
Score: -24186514.000000 Penalty: 6001.500977
	Iteration 68Q: 3 clusters Score -2.418651e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 170526 members 
Entering Unmasked Estep 
Score: -24186886.000000 Penalty: 6001.500977
	Iteration 69Q: 3 clusters Score -2.418689e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -24187204.000000 Penalty: 6001.500977
	Iteration 70Q: 3 clusters Score -2.41872e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -24187466.000000 Penalty: 6001.500977
	Iteration 71Q: 3 clusters Score -2.418747e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -24187692.000000 Penalty: 6001.500977
	Iteration 72Q: 3 clusters Score -2.418769e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -24187826.000000 Penalty: 6001.500977
	Iteration 73Q: 3 clusters Score -2.418783e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -24187976.000000 Penalty: 6001.500977
	Iteration 74Q: 3 clusters Score -2.418798e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 176168 members 
Entering Unmasked Estep 
Score: -24188048.000000 Penalty: 6001.500977
	Iteration 75Q: 3 clusters Score -2.418805e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 176612 members 
Entering Unmasked Estep 
Score: -24188160.000000 Penalty: 6001.500977
	Iteration 76Q: 3 clusters Score -2.418816e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -24188278.000000 Penalty: 6001.500977
	Iteration 77Q: 3 clusters Score -2.418828e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -24188406.000000 Penalty: 6001.500977
	Iteration 78Q: 3 clusters Score -2.418841e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -24188436.000000 Penalty: 6001.500977
	Iteration 79Q: 3 clusters Score -2.418844e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -24188512.000000 Penalty: 6001.500977
	Iteration 80F: 3 clusters Score -2.418851e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 177779 members 
Entering Unmasked Estep 
Score: -24188512.000000 Penalty: 6001.500977
	Iteration 81Q: 3 clusters Score -2.418851e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -24188574.000000 Penalty: 6001.500977
	Iteration 82Q: 3 clusters Score -2.418857e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -24188614.000000 Penalty: 6001.500977
	Iteration 83Q: 3 clusters Score -2.418861e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 178062 members 
Entering Unmasked Estep 
Score: -24188648.000000 Penalty: 6001.500977
	Iteration 84Q: 3 clusters Score -2.418865e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -24188662.000000 Penalty: 6001.500977
	Iteration 85Q: 3 clusters Score -2.418866e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 178217 members 
Entering Unmasked Estep 
Score: -24188692.000000 Penalty: 6001.500977
	Iteration 86Q: 3 clusters Score -2.418869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 178274 members 
Entering Unmasked Estep 
Score: -24188720.000000 Penalty: 6001.500977
	Iteration 87Q: 3 clusters Score -2.418872e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -24188728.000000 Penalty: 6001.500977
	Iteration 88Q: 3 clusters Score -2.418873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 178376 members 
Entering Unmasked Estep 
Score: -24188752.000000 Penalty: 6001.500977
	Iteration 89Q: 3 clusters Score -2.418875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -24188720.000000 Penalty: 6001.500977
	Iteration 90Q: 3 clusters Score -2.418872e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 178444 members 
Entering Unmasked Estep 
Score: -24188738.000000 Penalty: 6001.500977
	Iteration 91Q: 3 clusters Score -2.418874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 178469 members 
Entering Unmasked Estep 
Score: -24188762.000000 Penalty: 6001.500977
	Iteration 92Q: 3 clusters Score -2.418876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -24188778.000000 Penalty: 6001.500977
	Iteration 93Q: 3 clusters Score -2.418878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -24188782.000000 Penalty: 6001.500977
	Iteration 94Q: 3 clusters Score -2.418878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -24188788.000000 Penalty: 6001.500977
	Iteration 95Q: 3 clusters Score -2.418879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 178567 members 
Entering Unmasked Estep 
Score: -24188756.000000 Penalty: 6001.500977
	Iteration 96Q: 3 clusters Score -2.418876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 178590 members 
Entering Unmasked Estep 
Score: -24188782.000000 Penalty: 6001.500977
	Iteration 97Q: 3 clusters Score -2.418878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 178608 members 
Entering Unmasked Estep 
Score: -24188766.000000 Penalty: 6001.500977
	Iteration 98Q: 3 clusters Score -2.418877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 178614 members 
Entering Unmasked Estep 
Score: -24188758.000000 Penalty: 6001.500977
	Iteration 99Q: 3 clusters Score -2.418876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -24188744.000000 Penalty: 6001.500977
	Iteration 100F: 3 clusters Score -2.418874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -24188760.000000 Penalty: 6001.500977
	Iteration 101Q: 3 clusters Score -2.418876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 178631 members 
Entering Unmasked Estep 
Score: -24188772.000000 Penalty: 6001.500977
	Iteration 102Q: 3 clusters Score -2.418877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 178633 members 
Entering Unmasked Estep 
Score: -24188774.000000 Penalty: 6001.500977
	Iteration 103Q: 3 clusters Score -2.418877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -24188756.000000 Penalty: 6001.500977
	Iteration 104Q: 3 clusters Score -2.418876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -24188772.000000 Penalty: 6001.500977
	Iteration 105Q: 3 clusters Score -2.418877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -24188770.000000 Penalty: 6001.500977
	Iteration 106Q: 3 clusters Score -2.418877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -24188788.000000 Penalty: 6001.500977
	Iteration 107Q: 3 clusters Score -2.418879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 178656 members 
Entering Unmasked Estep 
Score: -24188778.000000 Penalty: 6001.500977
	Iteration 108Q: 3 clusters Score -2.418878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -24188788.000000 Penalty: 6001.500977
	Iteration 109Q: 3 clusters Score -2.418879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -24188802.000000 Penalty: 6001.500977
	Iteration 110Q: 3 clusters Score -2.41888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -24188796.000000 Penalty: 6001.500977
	Iteration 111Q: 3 clusters Score -2.41888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -24188798.000000 Penalty: 6001.500977
	Iteration 112Q: 3 clusters Score -2.41888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -24188790.000000 Penalty: 6001.500977
	Iteration 113Q: 3 clusters Score -2.418879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178672 members 
Entering Unmasked Estep 
Score: -24188810.000000 Penalty: 6001.500977
	Iteration 114Q: 3 clusters Score -2.418881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 178672 members 
Entering Unmasked Estep 
Score: -24188810.000000 Penalty: 6001.500977
	Iteration 115F: 3 clusters Score -2.418881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Entering Unmasked Estep 
Score: -5524180.500000 Penalty: 2631.865234
	Iteration 0F: 2 clusters Score -5524180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5496675.500000 Penalty: 5263.730469
	Iteration 0F: 3 clusters Score -5496676 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5507021.500000 Penalty: 5263.730469
	Iteration 1F: 3 clusters Score -5507022 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5507644.000000 Penalty: 5263.730469
	Iteration 2Q: 3 clusters Score -5507644 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5508336.000000 Penalty: 5263.730469
	Iteration 3Q: 3 clusters Score -5508336 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5509141.500000 Penalty: 5263.730469
	Iteration 4Q: 3 clusters Score -5509142 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5510084.000000 Penalty: 5263.730469
	Iteration 5Q: 3 clusters Score -5510084 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5511280.500000 Penalty: 5263.730469
	Iteration 6F: 3 clusters Score -5511280 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5512660.000000 Penalty: 5263.730469
	Iteration 7F: 3 clusters Score -5512660 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5514506.500000 Penalty: 5263.730469
	Iteration 8F: 3 clusters Score -5514506 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5516509.500000 Penalty: 5263.730469
	Iteration 9F: 3 clusters Score -5516510 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5517944.000000 Penalty: 5263.730469
	Iteration 10F: 3 clusters Score -5517944 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5518597.500000 Penalty: 5263.730469
	Iteration 11Q: 3 clusters Score -5518598 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5518834.000000 Penalty: 5263.730469
	Iteration 12Q: 3 clusters Score -5518834 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5518983.500000 Penalty: 5263.730469
	Iteration 13Q: 3 clusters Score -5518984 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -5519033.500000 Penalty: 5263.730469
	Iteration 14Q: 3 clusters Score -5519034 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5519133.000000 Penalty: 5263.730469
	Iteration 15Q: 3 clusters Score -5519133 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5519211.000000 Penalty: 5263.730469
	Iteration 16Q: 3 clusters Score -5519211 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5519295.500000 Penalty: 5263.730469
	Iteration 17Q: 3 clusters Score -5519296 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5519355.500000 Penalty: 5263.730469
	Iteration 18Q: 3 clusters Score -5519356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5519458.500000 Penalty: 5263.730469
	Iteration 19Q: 3 clusters Score -5519458 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -5519545.500000 Penalty: 5263.730469
	Iteration 20F: 3 clusters Score -5519546 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5519600 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5519713.500000 Penalty: 5263.730469
	Iteration 22Q: 3 clusters Score -5519714 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5519792 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5519870 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5519950 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -5520031.500000 Penalty: 5263.730469
	Iteration 26Q: 3 clusters Score -5520032 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5520148 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5520242 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -5520327.500000 Penalty: 5263.730469
	Iteration 29Q: 3 clusters Score -5520328 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -5520443.500000 Penalty: 5263.730469
	Iteration 30Q: 3 clusters Score -5520444 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5520563.500000 Penalty: 5263.730469
	Iteration 31Q: 3 clusters Score -5520564 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5520707.500000 Penalty: 5263.730469
	Iteration 32Q: 3 clusters Score -5520708 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5520819.000000 Penalty: 5263.730469
	Iteration 33Q: 3 clusters Score -5520819 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5520959.000000 Penalty: 5263.730469
	Iteration 34Q: 3 clusters Score -5520959 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -5521076.500000 Penalty: 5263.730469
	Iteration 35Q: 3 clusters Score -5521076 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -5521171.500000 Penalty: 5263.730469
	Iteration 36Q: 3 clusters Score -5521172 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5521277.500000 Penalty: 5263.730469
	Iteration 37Q: 3 clusters Score -5521278 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -5521394.500000 Penalty: 5263.730469
	Iteration 38Q: 3 clusters Score -5521394 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5521489 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5521577 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5521604.500000 Penalty: 5263.730469
	Iteration 41Q: 3 clusters Score -5521604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5521658 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5521713.500000 Penalty: 5263.730469
	Iteration 43Q: 3 clusters Score -5521714 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5521763.500000 Penalty: 5263.730469
	Iteration 44Q: 3 clusters Score -5521764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5521810.000000 Penalty: 5263.730469
	Iteration 45Q: 3 clusters Score -5521810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5521869.000000 Penalty: 5263.730469
	Iteration 46Q: 3 clusters Score -5521869 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5521927.500000 Penalty: 5263.730469
	Iteration 47Q: 3 clusters Score -5521928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5521983.000000 Penalty: 5263.730469
	Iteration 48Q: 3 clusters Score -5521983 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -5522003.000000 Penalty: 5263.730469
	Iteration 49Q: 3 clusters Score -5522003 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5522028.000000 Penalty: 5263.730469
	Iteration 50Q: 3 clusters Score -5522028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5522063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5522106.500000 Penalty: 5263.730469
	Iteration 52Q: 3 clusters Score -5522106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5522118.500000 Penalty: 5263.730469
	Iteration 53Q: 3 clusters Score -5522118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5522125.500000 Penalty: 5263.730469
	Iteration 54Q: 3 clusters Score -5522126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5522128.000000 Penalty: 5263.730469
	Iteration 55Q: 3 clusters Score -5522128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5522147.500000 Penalty: 5263.730469
	Iteration 56Q: 3 clusters Score -5522148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5522145.000000 Penalty: 5263.730469
	Iteration 57Q: 3 clusters Score -5522145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -5522160.000000 Penalty: 5263.730469
	Iteration 58Q: 3 clusters Score -5522160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -5522164.500000 Penalty: 5263.730469
	Iteration 59Q: 3 clusters Score -5522164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5522182.000000 Penalty: 5263.730469
	Iteration 60F: 3 clusters Score -5522182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5522187.000000 Penalty: 5263.730469
	Iteration 61Q: 3 clusters Score -5522187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5522197.000000 Penalty: 5263.730469
	Iteration 62Q: 3 clusters Score -5522197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5522198.500000 Penalty: 5263.730469
	Iteration 63Q: 3 clusters Score -5522198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5522205.500000 Penalty: 5263.730469
	Iteration 64Q: 3 clusters Score -5522206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5522215.500000 Penalty: 5263.730469
	Iteration 65Q: 3 clusters Score -5522216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5522215.000000 Penalty: 5263.730469
	Iteration 66Q: 3 clusters Score -5522215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5522211.500000 Penalty: 5263.730469
	Iteration 67Q: 3 clusters Score -5522212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5522215.000000 Penalty: 5263.730469
	Iteration 68Q: 3 clusters Score -5522215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5522214.000000 Penalty: 5263.730469
	Iteration 69Q: 3 clusters Score -5522214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5522220.500000 Penalty: 5263.730469
	Iteration 70Q: 3 clusters Score -5522220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5522235.000000 Penalty: 5263.730469
	Iteration 71Q: 3 clusters Score -5522235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5522238.000000 Penalty: 5263.730469
	Iteration 72Q: 3 clusters Score -5522238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5522247.000000 Penalty: 5263.730469
	Iteration 73Q: 3 clusters Score -5522247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5522242.500000 Penalty: 5263.730469
	Iteration 74Q: 3 clusters Score -5522242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5522256.500000 Penalty: 5263.730469
	Iteration 75Q: 3 clusters Score -5522256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5522255.500000 Penalty: 5263.730469
	Iteration 76Q: 3 clusters Score -5522256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5522262.500000 Penalty: 5263.730469
	Iteration 77Q: 3 clusters Score -5522262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5522262.000000 Penalty: 5263.730469
	Iteration 78Q: 3 clusters Score -5522262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -5522253.500000 Penalty: 5263.730469
	Iteration 79Q: 3 clusters Score -5522254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5522259.500000 Penalty: 5263.730469
	Iteration 80F: 3 clusters Score -5522260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5522259.000000 Penalty: 5263.730469
	Iteration 81Q: 3 clusters Score -5522259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -5522264.500000 Penalty: 5263.730469
	Iteration 82Q: 3 clusters Score -5522264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5522261.500000 Penalty: 5263.730469
	Iteration 83Q: 3 clusters Score -5522262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5522269.000000 Penalty: 5263.730469
	Iteration 84Q: 3 clusters Score -5522269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5522270.000000 Penalty: 5263.730469
	Iteration 85Q: 3 clusters Score -5522270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5522270.000000 Penalty: 5263.730469
	Iteration 86Q: 3 clusters Score -5522270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5522271.000000 Penalty: 5263.730469
	Iteration 87Q: 3 clusters Score -5522271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5522265.000000 Penalty: 5263.730469
	Iteration 88Q: 3 clusters Score -5522265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5522270.500000 Penalty: 5263.730469
	Iteration 89Q: 3 clusters Score -5522270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5522276.500000 Penalty: 5263.730469
	Iteration 90Q: 3 clusters Score -5522276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5522278.500000 Penalty: 5263.730469
	Iteration 91Q: 3 clusters Score -5522278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -5522277.500000 Penalty: 5263.730469
	Iteration 92Q: 3 clusters Score -5522278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5522276.500000 Penalty: 5263.730469
	Iteration 93Q: 3 clusters Score -5522276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5522281.000000 Penalty: 5263.730469
	Iteration 94Q: 3 clusters Score -5522281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5522280.000000 Penalty: 5263.730469
	Iteration 95Q: 3 clusters Score -5522280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5522274.000000 Penalty: 5263.730469
	Iteration 96Q: 3 clusters Score -5522274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5522282.500000 Penalty: 5263.730469
	Iteration 97Q: 3 clusters Score -5522282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5522286.000000 Penalty: 5263.730469
	Iteration 98Q: 3 clusters Score -5522286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5522289.000000 Penalty: 5263.730469
	Iteration 99Q: 3 clusters Score -5522289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5522290.000000 Penalty: 5263.730469
	Iteration 100F: 3 clusters Score -5522290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5522284.000000 Penalty: 5263.730469
	Iteration 101Q: 3 clusters Score -5522284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5522290.500000 Penalty: 5263.730469
	Iteration 102Q: 3 clusters Score -5522290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5522294.500000 Penalty: 5263.730469
	Iteration 103Q: 3 clusters Score -5522294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5522295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5522295.000000 Penalty: 5263.730469
	Iteration 105F: 3 clusters Score -5522295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66124 members 
Entering Unmasked Estep 
Score: -8611293.000000 Penalty: 2752.623291
	Iteration 0F: 2 clusters Score -8611293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8567086 nChanged 30691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8584361 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8584951 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -8585536.000000 Penalty: 5505.246582
	Iteration 3Q: 3 clusters Score -8585536 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8586208.000000 Penalty: 5505.246582
	Iteration 4Q: 3 clusters Score -8586208 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -8586976.000000 Penalty: 5505.246582
	Iteration 5Q: 3 clusters Score -8586976 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -8587888.000000 Penalty: 5505.246582
	Iteration 6Q: 3 clusters Score -8587888 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8589330.000000 Penalty: 5505.246582
	Iteration 7Q: 3 clusters Score -8589330 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8591454.000000 Penalty: 5505.246582
	Iteration 8F: 3 clusters Score -8591454 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -8594669.000000 Penalty: 5505.246582
	Iteration 9F: 3 clusters Score -8594669 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -8598501.000000 Penalty: 5505.246582
	Iteration 10F: 3 clusters Score -8598501 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -8602393.000000 Penalty: 5505.246582
	Iteration 11F: 3 clusters Score -8602393 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -8605446.000000 Penalty: 5505.246582
	Iteration 12F: 3 clusters Score -8605446 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -8607373.000000 Penalty: 5505.246582
	Iteration 13Q: 3 clusters Score -8607373 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -8608396.000000 Penalty: 5505.246582
	Iteration 14Q: 3 clusters Score -8608396 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -8608855.000000 Penalty: 5505.246582
	Iteration 15Q: 3 clusters Score -8608855 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -8609032.000000 Penalty: 5505.246582
	Iteration 16Q: 3 clusters Score -8609032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -8609112.000000 Penalty: 5505.246582
	Iteration 17Q: 3 clusters Score -8609112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -8609166.000000 Penalty: 5505.246582
	Iteration 18Q: 3 clusters Score -8609166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -8609203.000000 Penalty: 5505.246582
	Iteration 19Q: 3 clusters Score -8609203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -8609228.000000 Penalty: 5505.246582
	Iteration 20F: 3 clusters Score -8609228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -8609238.000000 Penalty: 5505.246582
	Iteration 21Q: 3 clusters Score -8609238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -8609255.000000 Penalty: 5505.246582
	Iteration 22Q: 3 clusters Score -8609255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -8609248.000000 Penalty: 5505.246582
	Iteration 23Q: 3 clusters Score -8609248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -8609258.000000 Penalty: 5505.246582
	Iteration 24Q: 3 clusters Score -8609258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -8609286.000000 Penalty: 5505.246582
	Iteration 25Q: 3 clusters Score -8609286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -8609289.000000 Penalty: 5505.246582
	Iteration 26Q: 3 clusters Score -8609289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -8609291.000000 Penalty: 5505.246582
	Iteration 27Q: 3 clusters Score -8609291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -8609288.000000 Penalty: 5505.246582
	Iteration 28Q: 3 clusters Score -8609288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -8609288.000000 Penalty: 5505.246582
	Iteration 29F: 3 clusters Score -8609288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -353238.375000 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -353238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350285.906250 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -350285.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -350822.281250 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -350822.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -350939.656250 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -350939.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351014.281250 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -351014.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -351065.562500 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -351065.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -351088.875000 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -351088.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -351103.281250 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -351103.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -351116.468750 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -351116.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351127.500000 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -351127.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -351135.531250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -351135.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -351143.062500 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -351143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -351150.343750 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -351150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -351154.531250 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -351154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -351158.250000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -351158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -351160.187500 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -351160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -351161.750000 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -351161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351162.218750 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -351162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -351162.343750 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -351162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -351164.843750 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -351164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351168.312500 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -351168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -351173.156250 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -351173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351175.156250 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -351175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -351175.687500 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -351175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -351177.312500 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -351177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -351178.375000 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -351178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -351178.593750 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -351178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -351179.468750 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -351179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -351180.093750 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -351180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -351181.812500 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -351181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -351183.750000 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -351183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351184.625000 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -351184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -351185.156250 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -351185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -351185.812500 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -351185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351186.187500 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -351186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351186.718750 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -351186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -351187.437500 Penalty: 3884.285156
	Iteration 35Q: 3 clusters Score -351187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -351188.843750 Penalty: 3884.285156
	Iteration 36Q: 3 clusters Score -351188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351189.468750 Penalty: 3884.285156
	Iteration 37Q: 3 clusters Score -351189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -351190.656250 Penalty: 3884.285156
	Iteration 38Q: 3 clusters Score -351190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351191.218750 Penalty: 3884.285156
	Iteration 39Q: 3 clusters Score -351191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351191.781250 Penalty: 3884.285156
	Iteration 40F: 3 clusters Score -351191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351192.406250 Penalty: 3884.285156
	Iteration 41Q: 3 clusters Score -351192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351192.406250 Penalty: 3884.285156
	Iteration 42F: 3 clusters Score -351192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39715.601562 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39715.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39930.605469 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39930.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40029.492188 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -40029.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40155.261719 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -40155.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40216.300781 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40250.019531 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40250.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40255.554688 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40255.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40255.554688 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -40255.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Entering Unmasked Estep 
Score: -7139708.000000 Penalty: 2695.919434
	Iteration 0F: 2 clusters Score -7139708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -7104236.500000 Penalty: 5391.838867
	Iteration 0F: 3 clusters Score -7104236 nChanged 24346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -7117815.500000 Penalty: 5391.838867
	Iteration 1F: 3 clusters Score -7117816 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7118410.500000 Penalty: 5391.838867
	Iteration 2Q: 3 clusters Score -7118410 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -7118906.000000 Penalty: 5391.838867
	Iteration 3Q: 3 clusters Score -7118906 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7119448.000000 Penalty: 5391.838867
	Iteration 4Q: 3 clusters Score -7119448 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -7120077.500000 Penalty: 5391.838867
	Iteration 5Q: 3 clusters Score -7120078 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7120953.500000 Penalty: 5391.838867
	Iteration 6Q: 3 clusters Score -7120954 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -7122128.000000 Penalty: 5391.838867
	Iteration 7Q: 3 clusters Score -7122128 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7123882.000000 Penalty: 5391.838867
	Iteration 8Q: 3 clusters Score -7123882 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -7126233.000000 Penalty: 5391.838867
	Iteration 9F: 3 clusters Score -7126233 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -7128934.500000 Penalty: 5391.838867
	Iteration 10F: 3 clusters Score -7128934 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -7131634.000000 Penalty: 5391.838867
	Iteration 11F: 3 clusters Score -7131634 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -7133822.500000 Penalty: 5391.838867
	Iteration 12Q: 3 clusters Score -7133822 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7135295.000000 Penalty: 5391.838867
	Iteration 13Q: 3 clusters Score -7135295 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7136154.500000 Penalty: 5391.838867
	Iteration 14Q: 3 clusters Score -7136154 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7136620.000000 Penalty: 5391.838867
	Iteration 15Q: 3 clusters Score -7136620 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7136895.500000 Penalty: 5391.838867
	Iteration 16Q: 3 clusters Score -7136896 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7137058.000000 Penalty: 5391.838867
	Iteration 17Q: 3 clusters Score -7137058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7137159.500000 Penalty: 5391.838867
	Iteration 18Q: 3 clusters Score -7137160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7137228.500000 Penalty: 5391.838867
	Iteration 19Q: 3 clusters Score -7137228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7137269.000000 Penalty: 5391.838867
	Iteration 20F: 3 clusters Score -7137269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7137301.500000 Penalty: 5391.838867
	Iteration 21Q: 3 clusters Score -7137302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7137321.000000 Penalty: 5391.838867
	Iteration 22Q: 3 clusters Score -7137321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7137348.500000 Penalty: 5391.838867
	Iteration 23Q: 3 clusters Score -7137348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7137354.500000 Penalty: 5391.838867
	Iteration 24Q: 3 clusters Score -7137354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7137363.500000 Penalty: 5391.838867
	Iteration 25Q: 3 clusters Score -7137364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7137378.000000 Penalty: 5391.838867
	Iteration 26Q: 3 clusters Score -7137378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7137385.500000 Penalty: 5391.838867
	Iteration 27Q: 3 clusters Score -7137386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7137390.500000 Penalty: 5391.838867
	Iteration 28Q: 3 clusters Score -7137390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7137393.500000 Penalty: 5391.838867
	Iteration 29Q: 3 clusters Score -7137394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7137398.500000 Penalty: 5391.838867
	Iteration 30Q: 3 clusters Score -7137398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7137400.000000 Penalty: 5391.838867
	Iteration 31Q: 3 clusters Score -7137400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7137402.000000 Penalty: 5391.838867
	Iteration 32Q: 3 clusters Score -7137402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7137402.000000 Penalty: 5391.838867
	Iteration 33F: 3 clusters Score -7137402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Entering Unmasked Estep 
Score: -6621716.000000 Penalty: 2682.480225
	Iteration 0F: 2 clusters Score -6621716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6588214.000000 Penalty: 5364.960449
	Iteration 0F: 3 clusters Score -6588214 nChanged 22985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -6600933.000000 Penalty: 5364.960449
	Iteration 1F: 3 clusters Score -6600933 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -6601415.500000 Penalty: 5364.960449
	Iteration 2Q: 3 clusters Score -6601416 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -6601911.000000 Penalty: 5364.960449
	Iteration 3Q: 3 clusters Score -6601911 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6602606.000000 Penalty: 5364.960449
	Iteration 4Q: 3 clusters Score -6602606 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -6603571.000000 Penalty: 5364.960449
	Iteration 5Q: 3 clusters Score -6603571 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6605119.500000 Penalty: 5364.960449
	Iteration 6Q: 3 clusters Score -6605120 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -6607163.000000 Penalty: 5364.960449
	Iteration 7F: 3 clusters Score -6607163 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -6609582.000000 Penalty: 5364.960449
	Iteration 8F: 3 clusters Score -6609582 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -6611929.000000 Penalty: 5364.960449
	Iteration 9F: 3 clusters Score -6611929 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6614098.000000 Penalty: 5364.960449
	Iteration 10F: 3 clusters Score -6614098 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -6615736.000000 Penalty: 5364.960449
	Iteration 11Q: 3 clusters Score -6615736 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6616958.500000 Penalty: 5364.960449
	Iteration 12Q: 3 clusters Score -6616958 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6617813.000000 Penalty: 5364.960449
	Iteration 13Q: 3 clusters Score -6617813 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6618386.000000 Penalty: 5364.960449
	Iteration 14Q: 3 clusters Score -6618386 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6618743.000000 Penalty: 5364.960449
	Iteration 15Q: 3 clusters Score -6618743 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6618978.500000 Penalty: 5364.960449
	Iteration 16Q: 3 clusters Score -6618978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6619140.000000 Penalty: 5364.960449
	Iteration 17Q: 3 clusters Score -6619140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6619233.500000 Penalty: 5364.960449
	Iteration 18Q: 3 clusters Score -6619234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6619293.500000 Penalty: 5364.960449
	Iteration 19Q: 3 clusters Score -6619294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6619348.000000 Penalty: 5364.960449
	Iteration 20F: 3 clusters Score -6619348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6619376.000000 Penalty: 5364.960449
	Iteration 21Q: 3 clusters Score -6619376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6619414.500000 Penalty: 5364.960449
	Iteration 22Q: 3 clusters Score -6619414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6619429.000000 Penalty: 5364.960449
	Iteration 23Q: 3 clusters Score -6619429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6619452.500000 Penalty: 5364.960449
	Iteration 24Q: 3 clusters Score -6619452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6619470.500000 Penalty: 5364.960449
	Iteration 25Q: 3 clusters Score -6619470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6619478.000000 Penalty: 5364.960449
	Iteration 26Q: 3 clusters Score -6619478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6619477.000000 Penalty: 5364.960449
	Iteration 27Q: 3 clusters Score -6619477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6619479.000000 Penalty: 5364.960449
	Iteration 28Q: 3 clusters Score -6619479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6619488.000000 Penalty: 5364.960449
	Iteration 29Q: 3 clusters Score -6619488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6619493.500000 Penalty: 5364.960449
	Iteration 30Q: 3 clusters Score -6619494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6619486.500000 Penalty: 5364.960449
	Iteration 31Q: 3 clusters Score -6619486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6619496.500000 Penalty: 5364.960449
	Iteration 32Q: 3 clusters Score -6619496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6619499.000000 Penalty: 5364.960449
	Iteration 33Q: 3 clusters Score -6619499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6619512.500000 Penalty: 5364.960449
	Iteration 34Q: 3 clusters Score -6619512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6619508.000000 Penalty: 5364.960449
	Iteration 35Q: 3 clusters Score -6619508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6619513.000000 Penalty: 5364.960449
	Iteration 36Q: 3 clusters Score -6619513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6619506.000000 Penalty: 5364.960449
	Iteration 37Q: 3 clusters Score -6619506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6619506.000000 Penalty: 5364.960449
	Iteration 38F: 3 clusters Score -6619506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Entering Unmasked Estep 
Score: -20684750.000000 Penalty: 2959.702148
	Iteration 0F: 2 clusters Score -2.068475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -20583452.000000 Penalty: 5919.404297
	Iteration 0F: 3 clusters Score -2.058345e+07 nChanged 72842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -20626034.000000 Penalty: 5919.404297
	Iteration 1F: 3 clusters Score -2.062603e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -20627534.000000 Penalty: 5919.404297
	Iteration 2Q: 3 clusters Score -2.062753e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5919.404297
	Iteration 3Q: 3 clusters Score -2.063027e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -20635620.000000 Penalty: 5919.404297
	Iteration 4F: 3 clusters Score -2.063562e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112860 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -20644854.000000 Penalty: 5919.404297
	Iteration 5F: 3 clusters Score -2.064485e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -20657424.000000 Penalty: 5919.404297
	Iteration 6F: 3 clusters Score -2.065742e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -20669384.000000 Penalty: 5919.404297
	Iteration 7F: 3 clusters Score -2.066938e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -20676926.000000 Penalty: 5919.404297
	Iteration 8F: 3 clusters Score -2.067693e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20680082.000000 Penalty: 5919.404297
	Iteration 9Q: 3 clusters Score -2.068008e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20681246.000000 Penalty: 5919.404297
	Iteration 10Q: 3 clusters Score -2.068125e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20681722.000000 Penalty: 5919.404297
	Iteration 11Q: 3 clusters Score -2.068172e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151818 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20681922.000000 Penalty: 5919.404297
	Iteration 12Q: 3 clusters Score -2.068192e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20682068.000000 Penalty: 5919.404297
	Iteration 13Q: 3 clusters Score -2.068207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20682140.000000 Penalty: 5919.404297
	Iteration 14Q: 3 clusters Score -2.068214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20682194.000000 Penalty: 5919.404297
	Iteration 15Q: 3 clusters Score -2.068219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20682232.000000 Penalty: 5919.404297
	Iteration 16Q: 3 clusters Score -2.068223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151983 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20682248.000000 Penalty: 5919.404297
	Iteration 17Q: 3 clusters Score -2.068225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151991 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20682272.000000 Penalty: 5919.404297
	Iteration 18Q: 3 clusters Score -2.068227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20682280.000000 Penalty: 5919.404297
	Iteration 19Q: 3 clusters Score -2.068228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -20682278.000000 Penalty: 5919.404297
	Iteration 20F: 3 clusters Score -2.068228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20682288.000000 Penalty: 5919.404297
	Iteration 21Q: 3 clusters Score -2.068229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20682282.000000 Penalty: 5919.404297
	Iteration 22Q: 3 clusters Score -2.068228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151998 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20682290.000000 Penalty: 5919.404297
	Iteration 23Q: 3 clusters Score -2.068229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20682286.000000 Penalty: 5919.404297
	Iteration 24Q: 3 clusters Score -2.068229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20682286.000000 Penalty: 5919.404297
	Iteration 25F: 3 clusters Score -2.068229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Entering Unmasked Estep 
Score: -646059.500000 Penalty: 2115.516113
	Iteration 0F: 2 clusters Score -646059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -641511.812500 Penalty: 4231.032227
	Iteration 0F: 3 clusters Score -641511.8 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -642608.562500 Penalty: 4231.032227
	Iteration 1F: 3 clusters Score -642608.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -642856.625000 Penalty: 4231.032227
	Iteration 2F: 3 clusters Score -642856.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -643072.312500 Penalty: 4231.032227
	Iteration 3F: 3 clusters Score -643072.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -643252.875000 Penalty: 4231.032227
	Iteration 4Q: 3 clusters Score -643252.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -643426.375000 Penalty: 4231.032227
	Iteration 5Q: 3 clusters Score -643426.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -643592.437500 Penalty: 4231.032227
	Iteration 6Q: 3 clusters Score -643592.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -643774.812500 Penalty: 4231.032227
	Iteration 7Q: 3 clusters Score -643774.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -643956.250000 Penalty: 4231.032227
	Iteration 8Q: 3 clusters Score -643956.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -644099.562500 Penalty: 4231.032227
	Iteration 9Q: 3 clusters Score -644099.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -644232.500000 Penalty: 4231.032227
	Iteration 10Q: 3 clusters Score -644232.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -644342.187500 Penalty: 4231.032227
	Iteration 11Q: 3 clusters Score -644342.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -644434.875000 Penalty: 4231.032227
	Iteration 12Q: 3 clusters Score -644434.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -644485.250000 Penalty: 4231.032227
	Iteration 13Q: 3 clusters Score -644485.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -644514.125000 Penalty: 4231.032227
	Iteration 14Q: 3 clusters Score -644514.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -644536.875000 Penalty: 4231.032227
	Iteration 15Q: 3 clusters Score -644536.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -644556.562500 Penalty: 4231.032227
	Iteration 16Q: 3 clusters Score -644556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -644573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -644583.375000 Penalty: 4231.032227
	Iteration 18Q: 3 clusters Score -644583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -644594.375000 Penalty: 4231.032227
	Iteration 19Q: 3 clusters Score -644594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -644601.437500 Penalty: 4231.032227
	Iteration 20F: 3 clusters Score -644601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -644605.437500 Penalty: 4231.032227
	Iteration 21Q: 3 clusters Score -644605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -644607.937500 Penalty: 4231.032227
	Iteration 22Q: 3 clusters Score -644607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -644609.875000 Penalty: 4231.032227
	Iteration 23Q: 3 clusters Score -644609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -644610.500000 Penalty: 4231.032227
	Iteration 24Q: 3 clusters Score -644610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
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	Iteration 25F: 3 clusters Score -644610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 43796 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233378 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104129 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75626 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152313 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 14 contains 179836 members 
Mstep: Class 15 contains 40634 members 
Mstep: Class 16 contains 66124 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 52609 members 
Mstep: Class 21 contains 49834 members 
Mstep: Class 22 contains 152403 members 
Mstep: Class 24 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 23 clusters Score -1.803589e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 43814 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 233456 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104203 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75681 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152308 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12293 members 
Mstep: Class 14 contains 179742 members 
Mstep: Class 15 contains 40607 members 
Mstep: Class 16 contains 66091 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 48773 members 
Mstep: Class 22 contains 152925 members 
Mstep: Class 24 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.803593e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189212 members 
Mstep: Class 2 contains 43824 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 233511 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104254 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75696 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152260 members 
Mstep: Class 11 contains 4905 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 179681 members 
Mstep: Class 15 contains 40605 members 
Mstep: Class 16 contains 66054 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 53551 members 
Mstep: Class 21 contains 47736 members 
Mstep: Class 22 contains 153521 members 
Mstep: Class 24 contains 5053 members 
Entering Unmasked Estep 
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Iteration 121Q: 23 clusters Score -1.8036e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189267 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 233586 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104278 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75715 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152212 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12225 members 
Mstep: Class 14 contains 179593 members 
Mstep: Class 15 contains 40584 members 
Mstep: Class 16 contains 66024 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 46748 members 
Mstep: Class 22 contains 154119 members 
Mstep: Class 24 contains 5044 members 
Entering Unmasked Estep 
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Iteration 122Q: 23 clusters Score -1.803604e+08 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189282 members 
Mstep: Class 2 contains 43824 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 233688 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104264 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75724 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152187 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 179508 members 
Mstep: Class 15 contains 40567 members 
Mstep: Class 16 contains 65991 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 54426 members 
Mstep: Class 21 contains 45805 members 
Mstep: Class 22 contains 154727 members 
Mstep: Class 24 contains 5042 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.803603e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189316 members 
Mstep: Class 2 contains 43801 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 233818 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104265 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75746 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152057 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12168 members 
Mstep: Class 14 contains 179436 members 
Mstep: Class 15 contains 40541 members 
Mstep: Class 16 contains 65974 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 54847 members 
Mstep: Class 21 contains 44875 members 
Mstep: Class 22 contains 155345 members 
Mstep: Class 24 contains 5040 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.803609e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 43794 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 233922 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104261 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75739 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151900 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 179359 members 
Mstep: Class 15 contains 40503 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 55265 members 
Mstep: Class 21 contains 43989 members 
Mstep: Class 22 contains 155990 members 
Mstep: Class 24 contains 5039 members 
Entering Unmasked Estep 
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Iteration 125Q: 23 clusters Score -1.803613e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189380 members 
Mstep: Class 2 contains 43783 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 233979 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104287 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75739 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151752 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 179269 members 
Mstep: Class 15 contains 40483 members 
Mstep: Class 16 contains 65939 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 55629 members 
Mstep: Class 21 contains 43156 members 
Mstep: Class 22 contains 156648 members 
Mstep: Class 24 contains 5038 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.803615e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189382 members 
Mstep: Class 2 contains 43775 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234030 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104334 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75729 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151575 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 179210 members 
Mstep: Class 15 contains 40471 members 
Mstep: Class 16 contains 65925 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 55985 members 
Mstep: Class 21 contains 42363 members 
Mstep: Class 22 contains 157273 members 
Mstep: Class 24 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 23 clusters Score -1.803612e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189379 members 
Mstep: Class 2 contains 43769 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234121 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104380 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75744 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151396 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12077 members 
Mstep: Class 14 contains 179142 members 
Mstep: Class 15 contains 40443 members 
Mstep: Class 16 contains 65912 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 56347 members 
Mstep: Class 21 contains 41573 members 
Mstep: Class 22 contains 157874 members 
Mstep: Class 24 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362064.000000 Penalty: 77098.109375
Iteration 128Q: 23 clusters Score -1.803621e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189372 members 
Mstep: Class 2 contains 43762 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234190 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104429 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75773 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151268 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12054 members 
Mstep: Class 14 contains 179079 members 
Mstep: Class 15 contains 40418 members 
Mstep: Class 16 contains 65893 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 56657 members 
Mstep: Class 21 contains 40826 members 
Mstep: Class 22 contains 158446 members 
Mstep: Class 24 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362144.000000 Penalty: 77098.109375
Iteration 129Q: 23 clusters Score -1.803621e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189352 members 
Mstep: Class 2 contains 43757 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234259 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104461 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75788 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151168 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12044 members 
Mstep: Class 14 contains 179015 members 
Mstep: Class 15 contains 40389 members 
Mstep: Class 16 contains 65881 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 56973 members 
Mstep: Class 21 contains 40098 members 
Mstep: Class 22 contains 158977 members 
Mstep: Class 24 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362096.000000 Penalty: 77098.109375
Iteration 130Q: 23 clusters Score -1.803621e+08 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189359 members 
Mstep: Class 2 contains 43752 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234299 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104496 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75807 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151073 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 178965 members 
Mstep: Class 15 contains 40361 members 
Mstep: Class 16 contains 65862 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 57317 members 
Mstep: Class 21 contains 39373 members 
Mstep: Class 22 contains 159484 members 
Mstep: Class 24 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362400.000000 Penalty: 77098.109375
Iteration 131Q: 23 clusters Score -1.803624e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 43741 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 234317 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104547 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75832 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 150946 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 178933 members 
Mstep: Class 15 contains 40351 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 57626 members 
Mstep: Class 21 contains 38744 members 
Mstep: Class 22 contains 159926 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 23 clusters Score -1.803624e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189355 members 
Mstep: Class 2 contains 43742 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234320 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104576 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75840 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 150936 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 11968 members 
Mstep: Class 14 contains 178887 members 
Mstep: Class 15 contains 40352 members 
Mstep: Class 16 contains 65821 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 57928 members 
Mstep: Class 21 contains 38119 members 
Mstep: Class 22 contains 160304 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.803626e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 43729 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234344 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104581 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75866 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 150942 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 11964 members 
Mstep: Class 14 contains 178856 members 
Mstep: Class 15 contains 40353 members 
Mstep: Class 16 contains 65803 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 58207 members 
Mstep: Class 21 contains 37506 members 
Mstep: Class 22 contains 160647 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 23 clusters Score -1.803625e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 43715 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234347 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104599 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75876 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151001 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 11932 members 
Mstep: Class 14 contains 178790 members 
Mstep: Class 15 contains 40349 members 
Mstep: Class 16 contains 65783 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 58474 members 
Mstep: Class 21 contains 36952 members 
Mstep: Class 22 contains 160973 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 23 clusters Score -1.803624e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 43689 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234299 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104640 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75878 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151061 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11906 members 
Mstep: Class 14 contains 178755 members 
Mstep: Class 15 contains 40341 members 
Mstep: Class 16 contains 65758 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 58702 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 161231 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 23 clusters Score -1.803631e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 43660 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234260 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104648 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75881 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151155 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11866 members 
Mstep: Class 14 contains 178714 members 
Mstep: Class 15 contains 40339 members 
Mstep: Class 16 contains 65738 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 58908 members 
Mstep: Class 21 contains 36002 members 
Mstep: Class 22 contains 161518 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 23 clusters Score -1.803631e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189456 members 
Mstep: Class 2 contains 43646 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234232 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104667 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75883 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151200 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11845 members 
Mstep: Class 14 contains 178686 members 
Mstep: Class 15 contains 40338 members 
Mstep: Class 16 contains 65728 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 59104 members 
Mstep: Class 21 contains 35578 members 
Mstep: Class 22 contains 161741 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362928.000000 Penalty: 77098.109375
Iteration 138Q: 23 clusters Score -1.803629e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189501 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234211 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104684 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75901 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151193 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11829 members 
Mstep: Class 14 contains 178660 members 
Mstep: Class 15 contains 40337 members 
Mstep: Class 16 contains 65707 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 59318 members 
Mstep: Class 21 contains 35216 members 
Mstep: Class 22 contains 161916 members 
Mstep: Class 24 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362896.000000 Penalty: 77098.109375
Iteration 139Q: 23 clusters Score -1.803629e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189526 members 
Mstep: Class 2 contains 43609 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234191 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104697 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75933 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151267 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11816 members 
Mstep: Class 14 contains 178639 members 
Mstep: Class 15 contains 40321 members 
Mstep: Class 16 contains 65683 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 59544 members 
Mstep: Class 21 contains 34844 members 
Mstep: Class 22 contains 162035 members 
Mstep: Class 24 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363584.000000 Penalty: 77098.109375
Iteration 140F: 23 clusters Score -1.803636e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189565 members 
Mstep: Class 2 contains 43589 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 234163 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104718 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75961 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151284 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11803 members 
Mstep: Class 14 contains 178601 members 
Mstep: Class 15 contains 40324 members 
Mstep: Class 16 contains 65660 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 59746 members 
Mstep: Class 21 contains 34491 members 
Mstep: Class 22 contains 162192 members 
Mstep: Class 24 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364224.000000 Penalty: 77098.109375
Iteration 141Q: 23 clusters Score -1.803642e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189615 members 
Mstep: Class 2 contains 43558 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234129 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104704 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75966 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151376 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 178572 members 
Mstep: Class 15 contains 40331 members 
Mstep: Class 16 contains 65635 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 59937 members 
Mstep: Class 21 contains 34106 members 
Mstep: Class 22 contains 162356 members 
Mstep: Class 24 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364032.000000 Penalty: 77098.109375
Iteration 142Q: 23 clusters Score -1.80364e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189638 members 
Mstep: Class 2 contains 43533 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234106 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104702 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75967 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151421 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11804 members 
Mstep: Class 14 contains 178552 members 
Mstep: Class 15 contains 40328 members 
Mstep: Class 16 contains 65616 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60093 members 
Mstep: Class 21 contains 33776 members 
Mstep: Class 22 contains 162542 members 
Mstep: Class 24 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364304.000000 Penalty: 77098.109375
Iteration 143Q: 23 clusters Score -1.803643e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234057 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104696 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75988 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151545 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11796 members 
Mstep: Class 14 contains 178519 members 
Mstep: Class 15 contains 40322 members 
Mstep: Class 16 contains 65603 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60229 members 
Mstep: Class 21 contains 33438 members 
Mstep: Class 22 contains 162726 members 
Mstep: Class 24 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364416.000000 Penalty: 77098.109375
Iteration 144Q: 23 clusters Score -1.803644e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189660 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234025 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104657 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75974 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151670 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 178493 members 
Mstep: Class 15 contains 40311 members 
Mstep: Class 16 contains 65581 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60367 members 
Mstep: Class 21 contains 33110 members 
Mstep: Class 22 contains 162947 members 
Mstep: Class 24 contains 5022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364736.000000 Penalty: 77098.109375
Iteration 145Q: 23 clusters Score -1.803647e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189692 members 
Mstep: Class 2 contains 43455 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234006 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104624 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75975 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 151818 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11789 members 
Mstep: Class 14 contains 178456 members 
Mstep: Class 15 contains 40303 members 
Mstep: Class 16 contains 65547 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60524 members 
Mstep: Class 21 contains 32768 members 
Mstep: Class 22 contains 163116 members 
Mstep: Class 24 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180364976.000000 Penalty: 77098.109375
Iteration 146Q: 23 clusters Score -1.80365e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189708 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 233961 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104589 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75984 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152001 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 178419 members 
Mstep: Class 15 contains 40280 members 
Mstep: Class 16 contains 65515 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60679 members 
Mstep: Class 21 contains 32458 members 
Mstep: Class 22 contains 163247 members 
Mstep: Class 24 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365216.000000 Penalty: 77098.109375
Iteration 147Q: 23 clusters Score -1.803652e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189709 members 
Mstep: Class 2 contains 43416 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 233939 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104554 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75983 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152188 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11785 members 
Mstep: Class 14 contains 178417 members 
Mstep: Class 15 contains 40275 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60828 members 
Mstep: Class 21 contains 32145 members 
Mstep: Class 22 contains 163350 members 
Mstep: Class 24 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180365568.000000 Penalty: 77098.109375
Iteration 148Q: 23 clusters Score -1.803656e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189711 members 
Mstep: Class 2 contains 43392 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 233933 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104517 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75964 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152402 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 178395 members 
Mstep: Class 15 contains 40273 members 
Mstep: Class 16 contains 65471 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 60947 members 
Mstep: Class 21 contains 31829 members 
Mstep: Class 22 contains 163463 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366336.000000 Penalty: 77098.109375
Iteration 149Q: 23 clusters Score -1.803663e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189729 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 233923 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104470 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75961 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152552 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 178364 members 
Mstep: Class 15 contains 40272 members 
Mstep: Class 16 contains 65452 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61069 members 
Mstep: Class 21 contains 31534 members 
Mstep: Class 22 contains 163611 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 77098.109375
Iteration 150Q: 23 clusters Score -1.803664e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189745 members 
Mstep: Class 2 contains 43309 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233902 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104424 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75949 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152709 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11792 members 
Mstep: Class 14 contains 178329 members 
Mstep: Class 15 contains 40247 members 
Mstep: Class 16 contains 65428 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61191 members 
Mstep: Class 21 contains 31269 members 
Mstep: Class 22 contains 163797 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366368.000000 Penalty: 77098.109375
Iteration 151Q: 23 clusters Score -1.803664e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189773 members 
Mstep: Class 2 contains 43269 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233865 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104372 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75938 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152797 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 178290 members 
Mstep: Class 15 contains 40235 members 
Mstep: Class 16 contains 65415 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61329 members 
Mstep: Class 21 contains 31022 members 
Mstep: Class 22 contains 163999 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366400.000000 Penalty: 77098.109375
Iteration 152Q: 23 clusters Score -1.803664e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189771 members 
Mstep: Class 2 contains 43241 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233835 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104317 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75927 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 152958 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11792 members 
Mstep: Class 14 contains 178222 members 
Mstep: Class 15 contains 40217 members 
Mstep: Class 16 contains 65411 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61442 members 
Mstep: Class 21 contains 30776 members 
Mstep: Class 22 contains 164173 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366592.000000 Penalty: 77098.109375
Iteration 153Q: 23 clusters Score -1.803666e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189761 members 
Mstep: Class 2 contains 43210 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233808 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104237 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75922 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 153159 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11777 members 
Mstep: Class 14 contains 178171 members 
Mstep: Class 15 contains 40205 members 
Mstep: Class 16 contains 65402 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61548 members 
Mstep: Class 21 contains 30542 members 
Mstep: Class 22 contains 164344 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366544.000000 Penalty: 77098.109375
Iteration 154Q: 23 clusters Score -1.803665e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189777 members 
Mstep: Class 2 contains 43175 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233791 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104178 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75924 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 153373 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 178112 members 
Mstep: Class 15 contains 40185 members 
Mstep: Class 16 contains 65388 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61646 members 
Mstep: Class 21 contains 30284 members 
Mstep: Class 22 contains 164482 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367008.000000 Penalty: 77098.109375
Iteration 155Q: 23 clusters Score -1.80367e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189777 members 
Mstep: Class 2 contains 43147 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233784 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104108 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75921 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 153622 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11774 members 
Mstep: Class 14 contains 178041 members 
Mstep: Class 15 contains 40162 members 
Mstep: Class 16 contains 65366 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61745 members 
Mstep: Class 21 contains 30038 members 
Mstep: Class 22 contains 164611 members 
Mstep: Class 24 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366912.000000 Penalty: 77098.109375
Iteration 156Q: 23 clusters Score -1.803669e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 43117 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233741 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 104060 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75943 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 153890 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11767 members 
Mstep: Class 14 contains 177955 members 
Mstep: Class 15 contains 40137 members 
Mstep: Class 16 contains 65352 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61816 members 
Mstep: Class 21 contains 29801 members 
Mstep: Class 22 contains 164707 members 
Mstep: Class 24 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367216.000000 Penalty: 77098.109375
Iteration 157Q: 23 clusters Score -1.803672e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189839 members 
Mstep: Class 2 contains 43080 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233708 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103992 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75972 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154114 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11768 members 
Mstep: Class 14 contains 177856 members 
Mstep: Class 15 contains 40117 members 
Mstep: Class 16 contains 65349 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 61914 members 
Mstep: Class 21 contains 29554 members 
Mstep: Class 22 contains 164850 members 
Mstep: Class 24 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367456.000000 Penalty: 77098.109375
Iteration 158Q: 23 clusters Score -1.803675e+08 nChanged 2200
Entering ConstructFrom: 
Score: -180367456.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (189849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Entering Unmasked Estep 
Score: -25486030.000000 Penalty: 3014.187988
	Iteration 0F: 2 clusters Score -2.548603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -25363388.000000 Penalty: 6028.375977
	Iteration 0F: 3 clusters Score -2.536339e+07 nChanged 91295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -25417034.000000 Penalty: 6028.375977
	Iteration 1F: 3 clusters Score -2.541703e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -25418142.000000 Penalty: 6028.375977
	Iteration 2Q: 3 clusters Score -2.541814e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -25419366.000000 Penalty: 6028.375977
	Iteration 3Q: 3 clusters Score -2.541937e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -25420836.000000 Penalty: 6028.375977
	Iteration 4Q: 3 clusters Score -2.542084e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -25422766.000000 Penalty: 6028.375977
	Iteration 5Q: 3 clusters Score -2.542277e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -25425700.000000 Penalty: 6028.375977
	Iteration 6Q: 3 clusters Score -2.54257e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -25429960.000000 Penalty: 6028.375977
	Iteration 7Q: 3 clusters Score -2.542996e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -25436644.000000 Penalty: 6028.375977
	Iteration 8F: 3 clusters Score -2.543664e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -25446092.000000 Penalty: 6028.375977
	Iteration 9F: 3 clusters Score -2.544609e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -25455174.000000 Penalty: 6028.375977
	Iteration 10F: 3 clusters Score -2.545517e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -25460086.000000 Penalty: 6028.375977
	Iteration 11F: 3 clusters Score -2.546009e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -25461652.000000 Penalty: 6028.375977
	Iteration 12Q: 3 clusters Score -2.546165e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -25462492.000000 Penalty: 6028.375977
	Iteration 13Q: 3 clusters Score -2.546249e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -25463050.000000 Penalty: 6028.375977
	Iteration 14Q: 3 clusters Score -2.546305e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -25463446.000000 Penalty: 6028.375977
	Iteration 15Q: 3 clusters Score -2.546345e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -25463904.000000 Penalty: 6028.375977
	Iteration 16Q: 3 clusters Score -2.54639e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -25464492.000000 Penalty: 6028.375977
	Iteration 17Q: 3 clusters Score -2.546449e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -25465098.000000 Penalty: 6028.375977
	Iteration 18Q: 3 clusters Score -2.54651e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -25465778.000000 Penalty: 6028.375977
	Iteration 19Q: 3 clusters Score -2.546578e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128518 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -25466570.000000 Penalty: 6028.375977
	Iteration 20F: 3 clusters Score -2.546657e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -25467384.000000 Penalty: 6028.375977
	Iteration 21Q: 3 clusters Score -2.546738e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134241 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -25468578.000000 Penalty: 6028.375977
	Iteration 22Q: 3 clusters Score -2.546858e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -25469356.000000 Penalty: 6028.375977
	Iteration 23Q: 3 clusters Score -2.546936e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -25470262.000000 Penalty: 6028.375977
	Iteration 24Q: 3 clusters Score -2.547026e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -25471316.000000 Penalty: 6028.375977
	Iteration 25Q: 3 clusters Score -2.547132e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146379 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -25472218.000000 Penalty: 6028.375977
	Iteration 26Q: 3 clusters Score -2.547222e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -25473218.000000 Penalty: 6028.375977
	Iteration 27Q: 3 clusters Score -2.547322e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -25474406.000000 Penalty: 6028.375977
	Iteration 28Q: 3 clusters Score -2.547441e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -25475736.000000 Penalty: 6028.375977
	Iteration 29Q: 3 clusters Score -2.547574e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -25476694.000000 Penalty: 6028.375977
	Iteration 30Q: 3 clusters Score -2.547669e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -25477832.000000 Penalty: 6028.375977
	Iteration 31Q: 3 clusters Score -2.547783e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -25478862.000000 Penalty: 6028.375977
	Iteration 32Q: 3 clusters Score -2.547886e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -25480002.000000 Penalty: 6028.375977
	Iteration 33Q: 3 clusters Score -2.548e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -25480760.000000 Penalty: 6028.375977
	Iteration 34Q: 3 clusters Score -2.548076e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171674 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -25481502.000000 Penalty: 6028.375977
	Iteration 35Q: 3 clusters Score -2.54815e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -25482034.000000 Penalty: 6028.375977
	Iteration 36Q: 3 clusters Score -2.548203e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -25482632.000000 Penalty: 6028.375977
	Iteration 37Q: 3 clusters Score -2.548263e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177480 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -25483078.000000 Penalty: 6028.375977
	Iteration 38Q: 3 clusters Score -2.548308e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -25483540.000000 Penalty: 6028.375977
	Iteration 39Q: 3 clusters Score -2.548354e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180214 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -25483904.000000 Penalty: 6028.375977
	Iteration 40F: 3 clusters Score -2.54839e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -25484142.000000 Penalty: 6028.375977
	Iteration 41Q: 3 clusters Score -2.548414e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -25484334.000000 Penalty: 6028.375977
	Iteration 42Q: 3 clusters Score -2.548433e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -25484470.000000 Penalty: 6028.375977
	Iteration 43Q: 3 clusters Score -2.548447e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183870 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -25484618.000000 Penalty: 6028.375977
	Iteration 44Q: 3 clusters Score -2.548462e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184373 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -25484600.000000 Penalty: 6028.375977
	Iteration 45Q: 3 clusters Score -2.54846e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -25484642.000000 Penalty: 6028.375977
	Iteration 46Q: 3 clusters Score -2.548464e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185135 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -25484582.000000 Penalty: 6028.375977
	Iteration 47Q: 3 clusters Score -2.548458e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185417 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -25484628.000000 Penalty: 6028.375977
	Iteration 48Q: 3 clusters Score -2.548463e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -25484594.000000 Penalty: 6028.375977
	Iteration 49Q: 3 clusters Score -2.548459e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -25484618.000000 Penalty: 6028.375977
	Iteration 50Q: 3 clusters Score -2.548462e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186072 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -25484598.000000 Penalty: 6028.375977
	Iteration 51Q: 3 clusters Score -2.54846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186228 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -25484648.000000 Penalty: 6028.375977
	Iteration 52Q: 3 clusters Score -2.548465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186350 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -25484646.000000 Penalty: 6028.375977
	Iteration 53Q: 3 clusters Score -2.548465e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186453 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -25484640.000000 Penalty: 6028.375977
	Iteration 54Q: 3 clusters Score -2.548464e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -25484656.000000 Penalty: 6028.375977
	Iteration 55Q: 3 clusters Score -2.548466e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186613 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -25484646.000000 Penalty: 6028.375977
	Iteration 56Q: 3 clusters Score -2.548465e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -25484628.000000 Penalty: 6028.375977
	Iteration 57Q: 3 clusters Score -2.548463e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -25484590.000000 Penalty: 6028.375977
	Iteration 58Q: 3 clusters Score -2.548459e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25484584.000000 Penalty: 6028.375977
	Iteration 59Q: 3 clusters Score -2.548458e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -25484622.000000 Penalty: 6028.375977
	Iteration 60F: 3 clusters Score -2.548462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186843 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -25484608.000000 Penalty: 6028.375977
	Iteration 61Q: 3 clusters Score -2.548461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -25484616.000000 Penalty: 6028.375977
	Iteration 62Q: 3 clusters Score -2.548462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186895 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -25484624.000000 Penalty: 6028.375977
	Iteration 63Q: 3 clusters Score -2.548462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186920 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -25484628.000000 Penalty: 6028.375977
	Iteration 64Q: 3 clusters Score -2.548463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186936 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -25484632.000000 Penalty: 6028.375977
	Iteration 65Q: 3 clusters Score -2.548463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186957 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -25484624.000000 Penalty: 6028.375977
	Iteration 66Q: 3 clusters Score -2.548462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -25484626.000000 Penalty: 6028.375977
	Iteration 67Q: 3 clusters Score -2.548463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186994 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -25484628.000000 Penalty: 6028.375977
	Iteration 68Q: 3 clusters Score -2.548463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -25484614.000000 Penalty: 6028.375977
	Iteration 69Q: 3 clusters Score -2.548461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187019 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -25484622.000000 Penalty: 6028.375977
	Iteration 70Q: 3 clusters Score -2.548462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187026 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -25484628.000000 Penalty: 6028.375977
	Iteration 71Q: 3 clusters Score -2.548463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -25484618.000000 Penalty: 6028.375977
	Iteration 72Q: 3 clusters Score -2.548462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -25484604.000000 Penalty: 6028.375977
	Iteration 73Q: 3 clusters Score -2.54846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187042 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -25484610.000000 Penalty: 6028.375977
	Iteration 74Q: 3 clusters Score -2.548461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -25484634.000000 Penalty: 6028.375977
	Iteration 75Q: 3 clusters Score -2.548463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -25484638.000000 Penalty: 6028.375977
	Iteration 76Q: 3 clusters Score -2.548464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187062 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -25484642.000000 Penalty: 6028.375977
	Iteration 77Q: 3 clusters Score -2.548464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187066 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -25484652.000000 Penalty: 6028.375977
	Iteration 78Q: 3 clusters Score -2.548465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187069 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -25484646.000000 Penalty: 6028.375977
	Iteration 79Q: 3 clusters Score -2.548465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187075 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -25484634.000000 Penalty: 6028.375977
	Iteration 80F: 3 clusters Score -2.548463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -25484618.000000 Penalty: 6028.375977
	Iteration 81Q: 3 clusters Score -2.548462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -25484600.000000 Penalty: 6028.375977
	Iteration 82Q: 3 clusters Score -2.54846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187089 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -25484592.000000 Penalty: 6028.375977
	Iteration 83Q: 3 clusters Score -2.548459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -25484600.000000 Penalty: 6028.375977
	Iteration 84Q: 3 clusters Score -2.54846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187096 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -25484598.000000 Penalty: 6028.375977
	Iteration 85Q: 3 clusters Score -2.54846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25484598.000000 Penalty: 6028.375977
	Iteration 86Q: 3 clusters Score -2.54846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -25484600.000000 Penalty: 6028.375977
	Iteration 87Q: 3 clusters Score -2.54846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25484616.000000 Penalty: 6028.375977
	Iteration 88Q: 3 clusters Score -2.548462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25484616.000000 Penalty: 6028.375977
	Iteration 89F: 3 clusters Score -2.548462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Entering Unmasked Estep 
Score: -5840841.000000 Penalty: 2646.229492
	Iteration 0F: 2 clusters Score -5840841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5811785.500000 Penalty: 5292.458984
	Iteration 0F: 3 clusters Score -5811786 nChanged 19869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5822984.500000 Penalty: 5292.458984
	Iteration 1F: 3 clusters Score -5822984 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5823817.000000 Penalty: 5292.458984
	Iteration 2F: 3 clusters Score -5823817 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5824870.500000 Penalty: 5292.458984
	Iteration 3F: 3 clusters Score -5824870 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -5826416.500000 Penalty: 5292.458984
	Iteration 4F: 3 clusters Score -5826416 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5828920.000000 Penalty: 5292.458984
	Iteration 5F: 3 clusters Score -5828920 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5832006.500000 Penalty: 5292.458984
	Iteration 6F: 3 clusters Score -5832006 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -5834995.000000 Penalty: 5292.458984
	Iteration 7F: 3 clusters Score -5834995 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5836958.500000 Penalty: 5292.458984
	Iteration 8Q: 3 clusters Score -5836958 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5837821.500000 Penalty: 5292.458984
	Iteration 9Q: 3 clusters Score -5837822 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5838216.500000 Penalty: 5292.458984
	Iteration 10Q: 3 clusters Score -5838216 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5838412.000000 Penalty: 5292.458984
	Iteration 11Q: 3 clusters Score -5838412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5838568.500000 Penalty: 5292.458984
	Iteration 12Q: 3 clusters Score -5838568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5838645.000000 Penalty: 5292.458984
	Iteration 13Q: 3 clusters Score -5838645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5838701.500000 Penalty: 5292.458984
	Iteration 14Q: 3 clusters Score -5838702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5838745.000000 Penalty: 5292.458984
	Iteration 15Q: 3 clusters Score -5838745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5838777.500000 Penalty: 5292.458984
	Iteration 16Q: 3 clusters Score -5838778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5838785.500000 Penalty: 5292.458984
	Iteration 17Q: 3 clusters Score -5838786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5838800.500000 Penalty: 5292.458984
	Iteration 18Q: 3 clusters Score -5838800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5838799.000000 Penalty: 5292.458984
	Iteration 19Q: 3 clusters Score -5838799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5838807.000000 Penalty: 5292.458984
	Iteration 20F: 3 clusters Score -5838807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5838806.500000 Penalty: 5292.458984
	Iteration 21Q: 3 clusters Score -5838806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5838806.000000 Penalty: 5292.458984
	Iteration 22Q: 3 clusters Score -5838806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5838809.000000 Penalty: 5292.458984
	Iteration 23Q: 3 clusters Score -5838809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5838810.500000 Penalty: 5292.458984
	Iteration 24Q: 3 clusters Score -5838810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5838810.000000 Penalty: 5292.458984
	Iteration 25Q: 3 clusters Score -5838810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5838810.000000 Penalty: 5292.458984
	Iteration 26F: 3 clusters Score -5838810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -372113.187500 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -372113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -368963.906250 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -368963.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -369642.000000 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -369642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -369879.406250 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -369879.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -370023.343750 Penalty: 3937.291992
	Iteration 3F: 3 clusters Score -370023.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -370146.437500 Penalty: 3937.291992
	Iteration 4Q: 3 clusters Score -370146.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -370236.218750 Penalty: 3937.291992
	Iteration 5Q: 3 clusters Score -370236.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -370300.468750 Penalty: 3937.291992
	Iteration 6Q: 3 clusters Score -370300.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -370349.968750 Penalty: 3937.291992
	Iteration 7Q: 3 clusters Score -370350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -370384.968750 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -370385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370406.000000 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -370406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -370424.500000 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -370424.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -370445.218750 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -370445.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -370467.968750 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -370468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -370494.656250 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -370494.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -370510.656250 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -370510.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -370530.406250 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -370530.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -370552.656250 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -370552.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -370574.625000 Penalty: 3937.291992
	Iteration 17Q: 3 clusters Score -370574.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -370595.468750 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -370595.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -370614.750000 Penalty: 3937.291992
	Iteration 19Q: 3 clusters Score -370614.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370630.187500 Penalty: 3937.291992
	Iteration 20F: 3 clusters Score -370630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -370645.125000 Penalty: 3937.291992
	Iteration 21Q: 3 clusters Score -370645.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -370655.812500 Penalty: 3937.291992
	Iteration 22Q: 3 clusters Score -370655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -370664.187500 Penalty: 3937.291992
	Iteration 23Q: 3 clusters Score -370664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -370673.156250 Penalty: 3937.291992
	Iteration 24Q: 3 clusters Score -370673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -370682.218750 Penalty: 3937.291992
	Iteration 25Q: 3 clusters Score -370682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -370691.281250 Penalty: 3937.291992
	Iteration 26Q: 3 clusters Score -370691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -370702.187500 Penalty: 3937.291992
	Iteration 27Q: 3 clusters Score -370702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -370712.312500 Penalty: 3937.291992
	Iteration 28Q: 3 clusters Score -370712.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -370723.812500 Penalty: 3937.291992
	Iteration 29Q: 3 clusters Score -370723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -370731.375000 Penalty: 3937.291992
	Iteration 30Q: 3 clusters Score -370731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -370740.781250 Penalty: 3937.291992
	Iteration 31Q: 3 clusters Score -370740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -370743.968750 Penalty: 3937.291992
	Iteration 32Q: 3 clusters Score -370744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -370748.906250 Penalty: 3937.291992
	Iteration 33Q: 3 clusters Score -370748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -370751.031250 Penalty: 3937.291992
	Iteration 34Q: 3 clusters Score -370751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -370752.437500 Penalty: 3937.291992
	Iteration 35Q: 3 clusters Score -370752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370753.500000 Penalty: 3937.291992
	Iteration 36Q: 3 clusters Score -370753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370753.500000 Penalty: 3937.291992
	Iteration 37F: 3 clusters Score -370753.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (233686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233686 members 
Entering Unmasked Estep 
Score: -31256854.000000 Penalty: 3065.709961
	Iteration 0F: 2 clusters Score -3.125685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116633 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -31109974.000000 Penalty: 6131.419922
	Iteration 0F: 3 clusters Score -3.110997e+07 nChanged 112318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -31176314.000000 Penalty: 6131.419922
	Iteration 1F: 3 clusters Score -3.117631e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -31177788.000000 Penalty: 6131.419922
	Iteration 2Q: 3 clusters Score -3.117779e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -31179690.000000 Penalty: 6131.419922
	Iteration 3Q: 3 clusters Score -3.117969e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -31182336.000000 Penalty: 6131.419922
	Iteration 4Q: 3 clusters Score -3.118234e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 141002 members 
Entering Unmasked Estep 
Score: -31187074.000000 Penalty: 6131.419922
	Iteration 5Q: 3 clusters Score -3.118707e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -31195230.000000 Penalty: 6131.419922
	Iteration 6F: 3 clusters Score -3.119523e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -31207372.000000 Penalty: 6131.419922
	Iteration 7F: 3 clusters Score -3.120737e+07 nChanged 17443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 185291 members 
Entering Unmasked Estep 
Score: -31221858.000000 Penalty: 6131.419922
	Iteration 8F: 3 clusters Score -3.122186e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 198820 members 
Entering Unmasked Estep 
Score: -31232538.000000 Penalty: 6131.419922
	Iteration 9F: 3 clusters Score -3.123254e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 207086 members 
Entering Unmasked Estep 
Score: -31238832.000000 Penalty: 6131.419922
	Iteration 10Q: 3 clusters Score -3.123883e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 211755 members 
Entering Unmasked Estep 
Score: -31242238.000000 Penalty: 6131.419922
	Iteration 11Q: 3 clusters Score -3.124224e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 214580 members 
Entering Unmasked Estep 
Score: -31244100.000000 Penalty: 6131.419922
	Iteration 12Q: 3 clusters Score -3.12441e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 216668 members 
Entering Unmasked Estep 
Score: -31245328.000000 Penalty: 6131.419922
	Iteration 13Q: 3 clusters Score -3.124533e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 218362 members 
Entering Unmasked Estep 
Score: -31246212.000000 Penalty: 6131.419922
	Iteration 14Q: 3 clusters Score -3.124621e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 219790 members 
Entering Unmasked Estep 
Score: -31246956.000000 Penalty: 6131.419922
	Iteration 15Q: 3 clusters Score -3.124696e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 221034 members 
Entering Unmasked Estep 
Score: -31247396.000000 Penalty: 6131.419922
	Iteration 16Q: 3 clusters Score -3.12474e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 222169 members 
Entering Unmasked Estep 
Score: -31247886.000000 Penalty: 6131.419922
	Iteration 17Q: 3 clusters Score -3.124789e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 223154 members 
Entering Unmasked Estep 
Score: -31248456.000000 Penalty: 6131.419922
	Iteration 18Q: 3 clusters Score -3.124846e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 224005 members 
Entering Unmasked Estep 
Score: -31249002.000000 Penalty: 6131.419922
	Iteration 19Q: 3 clusters Score -3.1249e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 224821 members 
Entering Unmasked Estep 
Score: -31249364.000000 Penalty: 6131.419922
	Iteration 20F: 3 clusters Score -3.124936e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 225502 members 
Entering Unmasked Estep 
Score: -31249702.000000 Penalty: 6131.419922
	Iteration 21Q: 3 clusters Score -3.12497e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 226097 members 
Entering Unmasked Estep 
Score: -31250048.000000 Penalty: 6131.419922
	Iteration 22Q: 3 clusters Score -3.125005e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 226655 members 
Entering Unmasked Estep 
Score: -31250284.000000 Penalty: 6131.419922
	Iteration 23Q: 3 clusters Score -3.125028e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 227133 members 
Entering Unmasked Estep 
Score: -31250586.000000 Penalty: 6131.419922
	Iteration 24Q: 3 clusters Score -3.125059e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 227516 members 
Entering Unmasked Estep 
Score: -31250870.000000 Penalty: 6131.419922
	Iteration 25Q: 3 clusters Score -3.125087e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 227890 members 
Entering Unmasked Estep 
Score: -31251162.000000 Penalty: 6131.419922
	Iteration 26Q: 3 clusters Score -3.125116e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 228225 members 
Entering Unmasked Estep 
Score: -31251356.000000 Penalty: 6131.419922
	Iteration 27Q: 3 clusters Score -3.125136e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 228513 members 
Entering Unmasked Estep 
Score: -31251534.000000 Penalty: 6131.419922
	Iteration 28Q: 3 clusters Score -3.125153e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 228774 members 
Entering Unmasked Estep 
Score: -31251620.000000 Penalty: 6131.419922
	Iteration 29Q: 3 clusters Score -3.125162e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 229037 members 
Entering Unmasked Estep 
Score: -31251768.000000 Penalty: 6131.419922
	Iteration 30Q: 3 clusters Score -3.125177e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 229288 members 
Entering Unmasked Estep 
Score: -31251936.000000 Penalty: 6131.419922
	Iteration 31Q: 3 clusters Score -3.125194e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 229509 members 
Entering Unmasked Estep 
Score: -31252168.000000 Penalty: 6131.419922
	Iteration 32Q: 3 clusters Score -3.125217e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 229703 members 
Entering Unmasked Estep 
Score: -31252272.000000 Penalty: 6131.419922
	Iteration 33Q: 3 clusters Score -3.125227e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 229873 members 
Entering Unmasked Estep 
Score: -31252400.000000 Penalty: 6131.419922
	Iteration 34Q: 3 clusters Score -3.12524e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 230026 members 
Entering Unmasked Estep 
Score: -31252502.000000 Penalty: 6131.419922
	Iteration 35Q: 3 clusters Score -3.12525e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -31252568.000000 Penalty: 6131.419922
	Iteration 36Q: 3 clusters Score -3.125257e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 230233 members 
Entering Unmasked Estep 
Score: -31252658.000000 Penalty: 6131.419922
	Iteration 37Q: 3 clusters Score -3.125266e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 230309 members 
Entering Unmasked Estep 
Score: -31252698.000000 Penalty: 6131.419922
	Iteration 38Q: 3 clusters Score -3.12527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 230363 members 
Entering Unmasked Estep 
Score: -31252728.000000 Penalty: 6131.419922
	Iteration 39Q: 3 clusters Score -3.125273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 230419 members 
Entering Unmasked Estep 
Score: -31252752.000000 Penalty: 6131.419922
	Iteration 40F: 3 clusters Score -3.125275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 230476 members 
Entering Unmasked Estep 
Score: -31252842.000000 Penalty: 6131.419922
	Iteration 41Q: 3 clusters Score -3.125284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 230527 members 
Entering Unmasked Estep 
Score: -31252878.000000 Penalty: 6131.419922
	Iteration 42Q: 3 clusters Score -3.125288e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 230578 members 
Entering Unmasked Estep 
Score: -31252906.000000 Penalty: 6131.419922
	Iteration 43Q: 3 clusters Score -3.125291e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 230627 members 
Entering Unmasked Estep 
Score: -31252914.000000 Penalty: 6131.419922
	Iteration 44Q: 3 clusters Score -3.125291e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 230687 members 
Entering Unmasked Estep 
Score: -31252990.000000 Penalty: 6131.419922
	Iteration 45Q: 3 clusters Score -3.125299e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 230736 members 
Entering Unmasked Estep 
Score: -31253012.000000 Penalty: 6131.419922
	Iteration 46Q: 3 clusters Score -3.125301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 230784 members 
Entering Unmasked Estep 
Score: -31253056.000000 Penalty: 6131.419922
	Iteration 47Q: 3 clusters Score -3.125306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 230817 members 
Entering Unmasked Estep 
Score: -31253052.000000 Penalty: 6131.419922
	Iteration 48Q: 3 clusters Score -3.125305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 230843 members 
Entering Unmasked Estep 
Score: -31253062.000000 Penalty: 6131.419922
	Iteration 49Q: 3 clusters Score -3.125306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 230871 members 
Entering Unmasked Estep 
Score: -31253086.000000 Penalty: 6131.419922
	Iteration 50Q: 3 clusters Score -3.125309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 230897 members 
Entering Unmasked Estep 
Score: -31253104.000000 Penalty: 6131.419922
	Iteration 51Q: 3 clusters Score -3.12531e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 230915 members 
Entering Unmasked Estep 
Score: -31253126.000000 Penalty: 6131.419922
	Iteration 52Q: 3 clusters Score -3.125313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 230937 members 
Entering Unmasked Estep 
Score: -31253156.000000 Penalty: 6131.419922
	Iteration 53Q: 3 clusters Score -3.125316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 230965 members 
Entering Unmasked Estep 
Score: -31253166.000000 Penalty: 6131.419922
	Iteration 54Q: 3 clusters Score -3.125317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 230995 members 
Entering Unmasked Estep 
Score: -31253168.000000 Penalty: 6131.419922
	Iteration 55Q: 3 clusters Score -3.125317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 231023 members 
Entering Unmasked Estep 
Score: -31253218.000000 Penalty: 6131.419922
	Iteration 56Q: 3 clusters Score -3.125322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 231045 members 
Entering Unmasked Estep 
Score: -31253218.000000 Penalty: 6131.419922
	Iteration 57Q: 3 clusters Score -3.125322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 231066 members 
Entering Unmasked Estep 
Score: -31253246.000000 Penalty: 6131.419922
	Iteration 58Q: 3 clusters Score -3.125325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 231087 members 
Entering Unmasked Estep 
Score: -31253238.000000 Penalty: 6131.419922
	Iteration 59Q: 3 clusters Score -3.125324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 231106 members 
Entering Unmasked Estep 
Score: -31253282.000000 Penalty: 6131.419922
	Iteration 60F: 3 clusters Score -3.125328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 231123 members 
Entering Unmasked Estep 
Score: -31253270.000000 Penalty: 6131.419922
	Iteration 61Q: 3 clusters Score -3.125327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 231140 members 
Entering Unmasked Estep 
Score: -31253290.000000 Penalty: 6131.419922
	Iteration 62Q: 3 clusters Score -3.125329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 231157 members 
Entering Unmasked Estep 
Score: -31253312.000000 Penalty: 6131.419922
	Iteration 63Q: 3 clusters Score -3.125331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 231169 members 
Entering Unmasked Estep 
Score: -31253324.000000 Penalty: 6131.419922
	Iteration 64Q: 3 clusters Score -3.125332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 231183 members 
Entering Unmasked Estep 
Score: -31253338.000000 Penalty: 6131.419922
	Iteration 65Q: 3 clusters Score -3.125334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 231199 members 
Entering Unmasked Estep 
Score: -31253332.000000 Penalty: 6131.419922
	Iteration 66Q: 3 clusters Score -3.125333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 231216 members 
Entering Unmasked Estep 
Score: -31253354.000000 Penalty: 6131.419922
	Iteration 67Q: 3 clusters Score -3.125335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 231242 members 
Entering Unmasked Estep 
Score: -31253382.000000 Penalty: 6131.419922
	Iteration 68Q: 3 clusters Score -3.125338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 231259 members 
Entering Unmasked Estep 
Score: -31253388.000000 Penalty: 6131.419922
	Iteration 69Q: 3 clusters Score -3.125339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 231273 members 
Entering Unmasked Estep 
Score: -31253418.000000 Penalty: 6131.419922
	Iteration 70Q: 3 clusters Score -3.125342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 231290 members 
Entering Unmasked Estep 
Score: -31253424.000000 Penalty: 6131.419922
	Iteration 71Q: 3 clusters Score -3.125342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 231306 members 
Entering Unmasked Estep 
Score: -31253420.000000 Penalty: 6131.419922
	Iteration 72Q: 3 clusters Score -3.125342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -31253412.000000 Penalty: 6131.419922
	Iteration 73Q: 3 clusters Score -3.125341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 231339 members 
Entering Unmasked Estep 
Score: -31253446.000000 Penalty: 6131.419922
	Iteration 74Q: 3 clusters Score -3.125345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -31253456.000000 Penalty: 6131.419922
	Iteration 75Q: 3 clusters Score -3.125346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 231362 members 
Entering Unmasked Estep 
Score: -31253484.000000 Penalty: 6131.419922
	Iteration 76Q: 3 clusters Score -3.125348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 231375 members 
Entering Unmasked Estep 
Score: -31253482.000000 Penalty: 6131.419922
	Iteration 77Q: 3 clusters Score -3.125348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 231384 members 
Entering Unmasked Estep 
Score: -31253470.000000 Penalty: 6131.419922
	Iteration 78Q: 3 clusters Score -3.125347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 231394 members 
Entering Unmasked Estep 
Score: -31253490.000000 Penalty: 6131.419922
	Iteration 79Q: 3 clusters Score -3.125349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 231397 members 
Entering Unmasked Estep 
Score: -31253496.000000 Penalty: 6131.419922
	Iteration 80F: 3 clusters Score -3.12535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 231405 members 
Entering Unmasked Estep 
Score: -31253496.000000 Penalty: 6131.419922
	Iteration 81Q: 3 clusters Score -3.12535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 231413 members 
Entering Unmasked Estep 
Score: -31253496.000000 Penalty: 6131.419922
	Iteration 82Q: 3 clusters Score -3.12535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 231420 members 
Entering Unmasked Estep 
Score: -31253490.000000 Penalty: 6131.419922
	Iteration 83Q: 3 clusters Score -3.125349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 231421 members 
Entering Unmasked Estep 
Score: -31253504.000000 Penalty: 6131.419922
	Iteration 84Q: 3 clusters Score -3.12535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 231421 members 
Entering Unmasked Estep 
Score: -31253506.000000 Penalty: 6131.419922
	Iteration 85Q: 3 clusters Score -3.125351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 231426 members 
Entering Unmasked Estep 
Score: -31253514.000000 Penalty: 6131.419922
	Iteration 86Q: 3 clusters Score -3.125351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 231434 members 
Entering Unmasked Estep 
Score: -31253514.000000 Penalty: 6131.419922
	Iteration 87Q: 3 clusters Score -3.125351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 231438 members 
Entering Unmasked Estep 
Score: -31253558.000000 Penalty: 6131.419922
	Iteration 88Q: 3 clusters Score -3.125356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 231438 members 
Entering Unmasked Estep 
Score: -31253558.000000 Penalty: 6131.419922
	Iteration 89F: 3 clusters Score -3.125356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112545.257812 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112545.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112829.000000 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -112829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112977.710938 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -112977.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113093.015625 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113272.593750 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113272.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113694.617188 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -113694.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114153.414062 Penalty: 3389.183594
	Iteration 6F: 3 clusters Score -114153.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114704.085938 Penalty: 3389.183594
	Iteration 7F: 3 clusters Score -114704.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -114900.859375 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114900.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -114975.125000 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115008.765625 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -115008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -115017.789062 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -115017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115031.265625 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -115031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115039.382812 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -115039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -115063.648438 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -115063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115087.890625 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -115087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -115105.578125 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -115105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -115125.476562 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -115125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -115156.367188 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -115156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115167.125000 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -115167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115167.125000 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -115167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 43057 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233686 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 103937 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154304 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 177736 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 16 contains 65344 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 62020 members 
Mstep: Class 21 contains 29318 members 
Mstep: Class 22 contains 165011 members 
Mstep: Class 24 contains 5010 members 
Entering Unmasked Estep 
Score: -180366000.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180367456.000000 to -180366000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (103937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Entering Unmasked Estep 
Score: -14070375.000000 Penalty: 2864.781982
	Iteration 0F: 2 clusters Score -1.407038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -14001107.000000 Penalty: 5729.563965
	Iteration 0F: 3 clusters Score -1.400111e+07 nChanged 48988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -14028586.000000 Penalty: 5729.563965
	Iteration 1F: 3 clusters Score -1.402859e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -14029367.000000 Penalty: 5729.563965
	Iteration 2Q: 3 clusters Score -1.402937e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -14030319.000000 Penalty: 5729.563965
	Iteration 3Q: 3 clusters Score -1.403032e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -14031503.000000 Penalty: 5729.563965
	Iteration 4Q: 3 clusters Score -1.40315e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -14033172.000000 Penalty: 5729.563965
	Iteration 5Q: 3 clusters Score -1.403317e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -14035368.000000 Penalty: 5729.563965
	Iteration 6Q: 3 clusters Score -1.403537e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -14038325.000000 Penalty: 5729.563965
	Iteration 7F: 3 clusters Score -1.403832e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -14042335.000000 Penalty: 5729.563965
	Iteration 8F: 3 clusters Score -1.404234e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -14047510.000000 Penalty: 5729.563965
	Iteration 9F: 3 clusters Score -1.404751e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -14053742.000000 Penalty: 5729.563965
	Iteration 10F: 3 clusters Score -1.405374e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -14059761.000000 Penalty: 5729.563965
	Iteration 11F: 3 clusters Score -1.405976e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -14063959.000000 Penalty: 5729.563965
	Iteration 12Q: 3 clusters Score -1.406396e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -14066302.000000 Penalty: 5729.563965
	Iteration 13Q: 3 clusters Score -1.40663e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 103115 members 
Entering Unmasked Estep 
Score: -14067111.000000 Penalty: 5729.563965
	Iteration 14Q: 3 clusters Score -1.406711e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -14067496.000000 Penalty: 5729.563965
	Iteration 15Q: 3 clusters Score -1.40675e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -14067627.000000 Penalty: 5729.563965
	Iteration 16Q: 3 clusters Score -1.406763e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -14067713.000000 Penalty: 5729.563965
	Iteration 17Q: 3 clusters Score -1.406771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -14067737.000000 Penalty: 5729.563965
	Iteration 18Q: 3 clusters Score -1.406774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -14067765.000000 Penalty: 5729.563965
	Iteration 19Q: 3 clusters Score -1.406776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -14067770.000000 Penalty: 5729.563965
	Iteration 20F: 3 clusters Score -1.406777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -14067786.000000 Penalty: 5729.563965
	Iteration 21Q: 3 clusters Score -1.406779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 103680 members 
Entering Unmasked Estep 
Score: -14067802.000000 Penalty: 5729.563965
	Iteration 22Q: 3 clusters Score -1.40678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -14067807.000000 Penalty: 5729.563965
	Iteration 23Q: 3 clusters Score -1.406781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -14067820.000000 Penalty: 5729.563965
	Iteration 24Q: 3 clusters Score -1.406782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -14067825.000000 Penalty: 5729.563965
	Iteration 25Q: 3 clusters Score -1.406782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -14067823.000000 Penalty: 5729.563965
	Iteration 26Q: 3 clusters Score -1.406782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -14067829.000000 Penalty: 5729.563965
	Iteration 27Q: 3 clusters Score -1.406783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -14067829.000000 Penalty: 5729.563965
	Iteration 28F: 3 clusters Score -1.406783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 330 members 
Entering Unmasked Estep 
Score: -79736.585938 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79736.59 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80095.382812 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80095.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80323.609375 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80323.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80532.242188 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80532.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80800.570312 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -80800.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81062.281250 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -81062.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81247.734375 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -81247.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -81315.132812 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -81315.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81425.976562 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -81425.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81490.257812 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -81490.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81529.218750 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -81529.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -81557.304688 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -81557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81584.484375 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81584.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81632.546875 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -81632.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81697.960938 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81697.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -81752.382812 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -81752.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -81790.742188 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -81790.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -81828.203125 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -81828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -81835.023438 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -81835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -81835.023438 Penalty: 3231.297607
	Iteration 19F: 3 clusters Score -81835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 43057 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233686 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103937 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154304 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 177736 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 16 contains 65344 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 135 members 
Mstep: Class 20 contains 62020 members 
Mstep: Class 21 contains 29318 members 
Mstep: Class 22 contains 165011 members 
Mstep: Class 24 contains 5010 members 
Entering Unmasked Estep 
Score: -180365584.000000 Penalty: 80602.570312
Splitting cluster 7 changes total score from -180367456.000000 to -180365584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (75996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Entering Unmasked Estep 
Score: -10331155.000000 Penalty: 2787.132080
	Iteration 0F: 2 clusters Score -1.033116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -10279931.000000 Penalty: 5574.264160
	Iteration 0F: 3 clusters Score -1.027993e+07 nChanged 35815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -10300241.000000 Penalty: 5574.264160
	Iteration 1F: 3 clusters Score -1.030024e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -10301170.000000 Penalty: 5574.264160
	Iteration 2Q: 3 clusters Score -1.030117e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -10302144.000000 Penalty: 5574.264160
	Iteration 3Q: 3 clusters Score -1.030214e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -10303438.000000 Penalty: 5574.264160
	Iteration 4Q: 3 clusters Score -1.030344e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -10305043.000000 Penalty: 5574.264160
	Iteration 5Q: 3 clusters Score -1.030504e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -10306735.000000 Penalty: 5574.264160
	Iteration 6Q: 3 clusters Score -1.030674e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -10308662.000000 Penalty: 5574.264160
	Iteration 7F: 3 clusters Score -1.030866e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -10311075.000000 Penalty: 5574.264160
	Iteration 8F: 3 clusters Score -1.031108e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -10314055.000000 Penalty: 5574.264160
	Iteration 9F: 3 clusters Score -1.031406e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -10316940.000000 Penalty: 5574.264160
	Iteration 10F: 3 clusters Score -1.031694e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -10318612.000000 Penalty: 5574.264160
	Iteration 11Q: 3 clusters Score -1.031861e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -10319296.000000 Penalty: 5574.264160
	Iteration 12Q: 3 clusters Score -1.03193e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -10319642.000000 Penalty: 5574.264160
	Iteration 13Q: 3 clusters Score -1.031964e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -10319782.000000 Penalty: 5574.264160
	Iteration 14Q: 3 clusters Score -1.031978e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -10319960.000000 Penalty: 5574.264160
	Iteration 15Q: 3 clusters Score -1.031996e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -10320126.000000 Penalty: 5574.264160
	Iteration 16Q: 3 clusters Score -1.032013e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -10320247.000000 Penalty: 5574.264160
	Iteration 17Q: 3 clusters Score -1.032025e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -10320316.000000 Penalty: 5574.264160
	Iteration 18Q: 3 clusters Score -1.032032e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -10320407.000000 Penalty: 5574.264160
	Iteration 19Q: 3 clusters Score -1.032041e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -10320515.000000 Penalty: 5574.264160
	Iteration 20F: 3 clusters Score -1.032052e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -10320577.000000 Penalty: 5574.264160
	Iteration 21Q: 3 clusters Score -1.032058e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10320666.000000 Penalty: 5574.264160
	Iteration 22Q: 3 clusters Score -1.032067e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -10320668.000000 Penalty: 5574.264160
	Iteration 23Q: 3 clusters Score -1.032067e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -10320726.000000 Penalty: 5574.264160
	Iteration 24Q: 3 clusters Score -1.032073e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -10320763.000000 Penalty: 5574.264160
	Iteration 25Q: 3 clusters Score -1.032076e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -10320819.000000 Penalty: 5574.264160
	Iteration 26Q: 3 clusters Score -1.032082e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -10320870.000000 Penalty: 5574.264160
	Iteration 27Q: 3 clusters Score -1.032087e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -10320913.000000 Penalty: 5574.264160
	Iteration 28Q: 3 clusters Score -1.032091e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -10320937.000000 Penalty: 5574.264160
	Iteration 29Q: 3 clusters Score -1.032094e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -10320955.000000 Penalty: 5574.264160
	Iteration 30Q: 3 clusters Score -1.032096e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -10320993.000000 Penalty: 5574.264160
	Iteration 31Q: 3 clusters Score -1.032099e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -10321014.000000 Penalty: 5574.264160
	Iteration 32Q: 3 clusters Score -1.032101e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -10321022.000000 Penalty: 5574.264160
	Iteration 33Q: 3 clusters Score -1.032102e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -10321055.000000 Penalty: 5574.264160
	Iteration 34Q: 3 clusters Score -1.032106e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -10321075.000000 Penalty: 5574.264160
	Iteration 35Q: 3 clusters Score -1.032108e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -10321049.000000 Penalty: 5574.264160
	Iteration 36Q: 3 clusters Score -1.032105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -10321047.000000 Penalty: 5574.264160
	Iteration 37Q: 3 clusters Score -1.032105e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -10321065.000000 Penalty: 5574.264160
	Iteration 38Q: 3 clusters Score -1.032106e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -10321066.000000 Penalty: 5574.264160
	Iteration 39Q: 3 clusters Score -1.032107e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -10321079.000000 Penalty: 5574.264160
	Iteration 40F: 3 clusters Score -1.032108e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -10321063.000000 Penalty: 5574.264160
	Iteration 41Q: 3 clusters Score -1.032106e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -10321075.000000 Penalty: 5574.264160
	Iteration 42Q: 3 clusters Score -1.032108e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -10321096.000000 Penalty: 5574.264160
	Iteration 43Q: 3 clusters Score -1.03211e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -10321070.000000 Penalty: 5574.264160
	Iteration 44Q: 3 clusters Score -1.032107e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -10321090.000000 Penalty: 5574.264160
	Iteration 45Q: 3 clusters Score -1.032109e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -10321123.000000 Penalty: 5574.264160
	Iteration 46Q: 3 clusters Score -1.032112e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -10321134.000000 Penalty: 5574.264160
	Iteration 47Q: 3 clusters Score -1.032113e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -10321133.000000 Penalty: 5574.264160
	Iteration 48Q: 3 clusters Score -1.032113e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -10321144.000000 Penalty: 5574.264160
	Iteration 49Q: 3 clusters Score -1.032114e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -10321144.000000 Penalty: 5574.264160
	Iteration 50Q: 3 clusters Score -1.032114e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -10321136.000000 Penalty: 5574.264160
	Iteration 51Q: 3 clusters Score -1.032114e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -10321132.000000 Penalty: 5574.264160
	Iteration 52Q: 3 clusters Score -1.032113e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -10321142.000000 Penalty: 5574.264160
	Iteration 53Q: 3 clusters Score -1.032114e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -10321149.000000 Penalty: 5574.264160
	Iteration 54Q: 3 clusters Score -1.032115e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -10321162.000000 Penalty: 5574.264160
	Iteration 55Q: 3 clusters Score -1.032116e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -10321163.000000 Penalty: 5574.264160
	Iteration 56Q: 3 clusters Score -1.032116e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -10321190.000000 Penalty: 5574.264160
	Iteration 57Q: 3 clusters Score -1.032119e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -10321192.000000 Penalty: 5574.264160
	Iteration 58Q: 3 clusters Score -1.032119e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -10321221.000000 Penalty: 5574.264160
	Iteration 59Q: 3 clusters Score -1.032122e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -10321215.000000 Penalty: 5574.264160
	Iteration 60F: 3 clusters Score -1.032122e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -10321222.000000 Penalty: 5574.264160
	Iteration 61Q: 3 clusters Score -1.032122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -10321252.000000 Penalty: 5574.264160
	Iteration 62Q: 3 clusters Score -1.032125e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -10321297.000000 Penalty: 5574.264160
	Iteration 63Q: 3 clusters Score -1.03213e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -10321292.000000 Penalty: 5574.264160
	Iteration 64Q: 3 clusters Score -1.032129e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -10321305.000000 Penalty: 5574.264160
	Iteration 65Q: 3 clusters Score -1.03213e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -10321300.000000 Penalty: 5574.264160
	Iteration 66Q: 3 clusters Score -1.03213e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -10321354.000000 Penalty: 5574.264160
	Iteration 67Q: 3 clusters Score -1.032135e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -10321362.000000 Penalty: 5574.264160
	Iteration 68Q: 3 clusters Score -1.032136e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -10321409.000000 Penalty: 5574.264160
	Iteration 69Q: 3 clusters Score -1.032141e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -10321393.000000 Penalty: 5574.264160
	Iteration 70Q: 3 clusters Score -1.032139e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -10321353.000000 Penalty: 5574.264160
	Iteration 71Q: 3 clusters Score -1.032135e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -10321382.000000 Penalty: 5574.264160
	Iteration 72Q: 3 clusters Score -1.032138e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -10321396.000000 Penalty: 5574.264160
	Iteration 73Q: 3 clusters Score -1.03214e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -10321423.000000 Penalty: 5574.264160
	Iteration 74Q: 3 clusters Score -1.032142e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -10321422.000000 Penalty: 5574.264160
	Iteration 75Q: 3 clusters Score -1.032142e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -10321439.000000 Penalty: 5574.264160
	Iteration 76Q: 3 clusters Score -1.032144e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -10321469.000000 Penalty: 5574.264160
	Iteration 77Q: 3 clusters Score -1.032147e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -10321483.000000 Penalty: 5574.264160
	Iteration 78Q: 3 clusters Score -1.032148e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -10321488.000000 Penalty: 5574.264160
	Iteration 79Q: 3 clusters Score -1.032149e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -10321505.000000 Penalty: 5574.264160
	Iteration 80F: 3 clusters Score -1.03215e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -10321519.000000 Penalty: 5574.264160
	Iteration 81Q: 3 clusters Score -1.032152e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -10321550.000000 Penalty: 5574.264160
	Iteration 82Q: 3 clusters Score -1.032155e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -10321578.000000 Penalty: 5574.264160
	Iteration 83Q: 3 clusters Score -1.032158e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -10321642.000000 Penalty: 5574.264160
	Iteration 84Q: 3 clusters Score -1.032164e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -10321670.000000 Penalty: 5574.264160
	Iteration 85Q: 3 clusters Score -1.032167e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -10321741.000000 Penalty: 5574.264160
	Iteration 86Q: 3 clusters Score -1.032174e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -10321797.000000 Penalty: 5574.264160
	Iteration 87Q: 3 clusters Score -1.03218e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -10321855.000000 Penalty: 5574.264160
	Iteration 88Q: 3 clusters Score -1.032186e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -10321922.000000 Penalty: 5574.264160
	Iteration 89Q: 3 clusters Score -1.032192e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -10321989.000000 Penalty: 5574.264160
	Iteration 90Q: 3 clusters Score -1.032199e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -10322110.000000 Penalty: 5574.264160
	Iteration 91Q: 3 clusters Score -1.032211e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -10322169.000000 Penalty: 5574.264160
	Iteration 92Q: 3 clusters Score -1.032217e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -10322245.000000 Penalty: 5574.264160
	Iteration 93Q: 3 clusters Score -1.032224e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -10322375.000000 Penalty: 5574.264160
	Iteration 94Q: 3 clusters Score -1.032238e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -10322441.000000 Penalty: 5574.264160
	Iteration 95Q: 3 clusters Score -1.032244e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -10322513.000000 Penalty: 5574.264160
	Iteration 96Q: 3 clusters Score -1.032251e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -10322645.000000 Penalty: 5574.264160
	Iteration 97Q: 3 clusters Score -1.032264e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -10322772.000000 Penalty: 5574.264160
	Iteration 98Q: 3 clusters Score -1.032277e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -10322892.000000 Penalty: 5574.264160
	Iteration 99Q: 3 clusters Score -1.032289e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -10323038.000000 Penalty: 5574.264160
	Iteration 100F: 3 clusters Score -1.032304e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10323198.000000 Penalty: 5574.264160
	Iteration 101Q: 3 clusters Score -1.03232e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -10323353.000000 Penalty: 5574.264160
	Iteration 102Q: 3 clusters Score -1.032335e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -10323529.000000 Penalty: 5574.264160
	Iteration 103Q: 3 clusters Score -1.032353e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -10323687.000000 Penalty: 5574.264160
	Iteration 104Q: 3 clusters Score -1.032369e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -10323846.000000 Penalty: 5574.264160
	Iteration 105Q: 3 clusters Score -1.032385e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -10324015.000000 Penalty: 5574.264160
	Iteration 106Q: 3 clusters Score -1.032402e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -10324258.000000 Penalty: 5574.264160
	Iteration 107Q: 3 clusters Score -1.032426e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -10324440.000000 Penalty: 5574.264160
	Iteration 108Q: 3 clusters Score -1.032444e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -10324628.000000 Penalty: 5574.264160
	Iteration 109Q: 3 clusters Score -1.032463e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -10324885.000000 Penalty: 5574.264160
	Iteration 110Q: 3 clusters Score -1.032488e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -10325086.000000 Penalty: 5574.264160
	Iteration 111Q: 3 clusters Score -1.032509e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -10325332.000000 Penalty: 5574.264160
	Iteration 112Q: 3 clusters Score -1.032533e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -10325523.000000 Penalty: 5574.264160
	Iteration 113Q: 3 clusters Score -1.032552e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -10325758.000000 Penalty: 5574.264160
	Iteration 114Q: 3 clusters Score -1.032576e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -10325958.000000 Penalty: 5574.264160
	Iteration 115Q: 3 clusters Score -1.032596e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -10326213.000000 Penalty: 5574.264160
	Iteration 116Q: 3 clusters Score -1.032621e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -10326469.000000 Penalty: 5574.264160
	Iteration 117Q: 3 clusters Score -1.032647e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -10326704.000000 Penalty: 5574.264160
	Iteration 118Q: 3 clusters Score -1.03267e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -10326958.000000 Penalty: 5574.264160
	Iteration 119Q: 3 clusters Score -1.032696e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -10327214.000000 Penalty: 5574.264160
	Iteration 120F: 3 clusters Score -1.032721e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -10327398.000000 Penalty: 5574.264160
	Iteration 121Q: 3 clusters Score -1.03274e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -10327532.000000 Penalty: 5574.264160
	Iteration 122Q: 3 clusters Score -1.032753e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -10327681.000000 Penalty: 5574.264160
	Iteration 123Q: 3 clusters Score -1.032768e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -10327772.000000 Penalty: 5574.264160
	Iteration 124Q: 3 clusters Score -1.032777e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -10327912.000000 Penalty: 5574.264160
	Iteration 125Q: 3 clusters Score -1.032791e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -10328042.000000 Penalty: 5574.264160
	Iteration 126Q: 3 clusters Score -1.032804e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -10328135.000000 Penalty: 5574.264160
	Iteration 127Q: 3 clusters Score -1.032814e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -10328231.000000 Penalty: 5574.264160
	Iteration 128Q: 3 clusters Score -1.032823e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -10328317.000000 Penalty: 5574.264160
	Iteration 129Q: 3 clusters Score -1.032832e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -10328379.000000 Penalty: 5574.264160
	Iteration 130Q: 3 clusters Score -1.032838e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -10328462.000000 Penalty: 5574.264160
	Iteration 131Q: 3 clusters Score -1.032846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -10328537.000000 Penalty: 5574.264160
	Iteration 132Q: 3 clusters Score -1.032854e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -10328609.000000 Penalty: 5574.264160
	Iteration 133Q: 3 clusters Score -1.032861e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -10328663.000000 Penalty: 5574.264160
	Iteration 134Q: 3 clusters Score -1.032866e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -10328686.000000 Penalty: 5574.264160
	Iteration 135Q: 3 clusters Score -1.032869e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -10328731.000000 Penalty: 5574.264160
	Iteration 136Q: 3 clusters Score -1.032873e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -10328784.000000 Penalty: 5574.264160
	Iteration 137Q: 3 clusters Score -1.032878e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -10328815.000000 Penalty: 5574.264160
	Iteration 138Q: 3 clusters Score -1.032882e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -10328858.000000 Penalty: 5574.264160
	Iteration 139Q: 3 clusters Score -1.032886e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -10328872.000000 Penalty: 5574.264160
	Iteration 140F: 3 clusters Score -1.032887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -10328882.000000 Penalty: 5574.264160
	Iteration 141Q: 3 clusters Score -1.032888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -10328893.000000 Penalty: 5574.264160
	Iteration 142Q: 3 clusters Score -1.032889e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -10328925.000000 Penalty: 5574.264160
	Iteration 143Q: 3 clusters Score -1.032892e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -10328924.000000 Penalty: 5574.264160
	Iteration 144Q: 3 clusters Score -1.032892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -10328914.000000 Penalty: 5574.264160
	Iteration 145Q: 3 clusters Score -1.032891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -10328939.000000 Penalty: 5574.264160
	Iteration 146Q: 3 clusters Score -1.032894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -10328939.000000 Penalty: 5574.264160
	Iteration 147Q: 3 clusters Score -1.032894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -10328933.000000 Penalty: 5574.264160
	Iteration 148Q: 3 clusters Score -1.032893e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -10328933.000000 Penalty: 5574.264160
	Iteration 149Q: 3 clusters Score -1.032893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -10328943.000000 Penalty: 5574.264160
	Iteration 150Q: 3 clusters Score -1.032894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -10328939.000000 Penalty: 5574.264160
	Iteration 151Q: 3 clusters Score -1.032894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -10328958.000000 Penalty: 5574.264160
	Iteration 152Q: 3 clusters Score -1.032896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -10328971.000000 Penalty: 5574.264160
	Iteration 153Q: 3 clusters Score -1.032897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -10328981.000000 Penalty: 5574.264160
	Iteration 154Q: 3 clusters Score -1.032898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -10328975.000000 Penalty: 5574.264160
	Iteration 155Q: 3 clusters Score -1.032898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -10328981.000000 Penalty: 5574.264160
	Iteration 156Q: 3 clusters Score -1.032898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -10328982.000000 Penalty: 5574.264160
	Iteration 157Q: 3 clusters Score -1.032898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -10328990.000000 Penalty: 5574.264160
	Iteration 158Q: 3 clusters Score -1.032899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -10328986.000000 Penalty: 5574.264160
	Iteration 159Q: 3 clusters Score -1.032899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -10328990.000000 Penalty: 5574.264160
	Iteration 160F: 3 clusters Score -1.032899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -10328991.000000 Penalty: 5574.264160
	Iteration 161Q: 3 clusters Score -1.032899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -10328995.000000 Penalty: 5574.264160
	Iteration 162Q: 3 clusters Score -1.0329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -10329000.000000 Penalty: 5574.264160
	Iteration 163Q: 3 clusters Score -1.0329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -10328992.000000 Penalty: 5574.264160
	Iteration 164Q: 3 clusters Score -1.032899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -10329007.000000 Penalty: 5574.264160
	Iteration 165Q: 3 clusters Score -1.032901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -10329004.000000 Penalty: 5574.264160
	Iteration 166Q: 3 clusters Score -1.0329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -10328999.000000 Penalty: 5574.264160
	Iteration 167Q: 3 clusters Score -1.0329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -10329000.000000 Penalty: 5574.264160
	Iteration 168Q: 3 clusters Score -1.0329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -10329005.000000 Penalty: 5574.264160
	Iteration 169Q: 3 clusters Score -1.0329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -10329021.000000 Penalty: 5574.264160
	Iteration 170Q: 3 clusters Score -1.032902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -10329023.000000 Penalty: 5574.264160
	Iteration 171Q: 3 clusters Score -1.032902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -10329027.000000 Penalty: 5574.264160
	Iteration 172Q: 3 clusters Score -1.032903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -10329043.000000 Penalty: 5574.264160
	Iteration 173Q: 3 clusters Score -1.032904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -10329049.000000 Penalty: 5574.264160
	Iteration 174Q: 3 clusters Score -1.032905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -10329038.000000 Penalty: 5574.264160
	Iteration 175Q: 3 clusters Score -1.032904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -10329042.000000 Penalty: 5574.264160
	Iteration 176Q: 3 clusters Score -1.032904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -10329032.000000 Penalty: 5574.264160
	Iteration 177Q: 3 clusters Score -1.032903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -10329041.000000 Penalty: 5574.264160
	Iteration 178Q: 3 clusters Score -1.032904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -10329045.000000 Penalty: 5574.264160
	Iteration 179Q: 3 clusters Score -1.032904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -10329042.000000 Penalty: 5574.264160
	Iteration 180F: 3 clusters Score -1.032904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -10329055.000000 Penalty: 5574.264160
	Iteration 181Q: 3 clusters Score -1.032906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -10329044.000000 Penalty: 5574.264160
	Iteration 182Q: 3 clusters Score -1.032904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -10329041.000000 Penalty: 5574.264160
	Iteration 183Q: 3 clusters Score -1.032904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -10329052.000000 Penalty: 5574.264160
	Iteration 184Q: 3 clusters Score -1.032905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -10329058.000000 Penalty: 5574.264160
	Iteration 185Q: 3 clusters Score -1.032906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -10329056.000000 Penalty: 5574.264160
	Iteration 186Q: 3 clusters Score -1.032906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -10329064.000000 Penalty: 5574.264160
	Iteration 187Q: 3 clusters Score -1.032906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -10329062.000000 Penalty: 5574.264160
	Iteration 188Q: 3 clusters Score -1.032906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -10329062.000000 Penalty: 5574.264160
	Iteration 189F: 3 clusters Score -1.032906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -119001.906250 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -119001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117134.296875 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117134.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117454.320312 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117454.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117557.046875 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117698.914062 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117698.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117860.898438 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117860.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117996.328125 Penalty: 3419.756348
	Iteration 5F: 3 clusters Score -117996.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118193.812500 Penalty: 3419.756348
	Iteration 6F: 3 clusters Score -118193.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118442.804688 Penalty: 3419.756348
	Iteration 7F: 3 clusters Score -118442.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118595.500000 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118595.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118731.250000 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118731.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -119005.156250 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -119005.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -119359.554688 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -119359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119404.203125 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -119404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119437.164062 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -119437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119453.531250 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -119453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119471.171875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -119471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119479.562500 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -119479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119481.867188 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -119481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119484.843750 Penalty: 3419.756348
	Iteration 18F: 3 clusters Score -119484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119490.625000 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -119490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119494.218750 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 43057 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233686 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103937 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 154304 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 177736 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 16 contains 65344 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 62020 members 
Mstep: Class 21 contains 29318 members 
Mstep: Class 22 contains 165011 members 
Mstep: Class 24 contains 5010 members 
Entering Unmasked Estep 
Score: -180365808.000000 Penalty: 80602.570312
Splitting cluster 9 changes total score from -180367456.000000 to -180365808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Entering Unmasked Estep 
Score: -20760558.000000 Penalty: 2962.776611
	Iteration 0F: 2 clusters Score -2.076056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -20659830.000000 Penalty: 5925.553223
	Iteration 0F: 3 clusters Score -2.065983e+07 nChanged 73800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -20702404.000000 Penalty: 5925.553223
	Iteration 1F: 3 clusters Score -2.07024e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -20703316.000000 Penalty: 5925.553223
	Iteration 2Q: 3 clusters Score -2.070332e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -20704518.000000 Penalty: 5925.553223
	Iteration 3Q: 3 clusters Score -2.070452e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -20706496.000000 Penalty: 5925.553223
	Iteration 4Q: 3 clusters Score -2.07065e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -20710548.000000 Penalty: 5925.553223
	Iteration 5Q: 3 clusters Score -2.071055e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 108906 members 
Entering Unmasked Estep 
Score: -20717308.000000 Penalty: 5925.553223
	Iteration 6F: 3 clusters Score -2.071731e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -20728132.000000 Penalty: 5925.553223
	Iteration 7F: 3 clusters Score -2.072813e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -20741176.000000 Penalty: 5925.553223
	Iteration 8F: 3 clusters Score -2.074118e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -20751158.000000 Penalty: 5925.553223
	Iteration 9F: 3 clusters Score -2.075116e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -20755850.000000 Penalty: 5925.553223
	Iteration 10Q: 3 clusters Score -2.075585e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -20757284.000000 Penalty: 5925.553223
	Iteration 11Q: 3 clusters Score -2.075728e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -20757646.000000 Penalty: 5925.553223
	Iteration 12Q: 3 clusters Score -2.075765e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154016 members 
Entering Unmasked Estep 
Score: -20757754.000000 Penalty: 5925.553223
	Iteration 13Q: 3 clusters Score -2.075775e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -20757830.000000 Penalty: 5925.553223
	Iteration 14Q: 3 clusters Score -2.075783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -20757852.000000 Penalty: 5925.553223
	Iteration 15Q: 3 clusters Score -2.075785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -20757868.000000 Penalty: 5925.553223
	Iteration 16Q: 3 clusters Score -2.075787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -20757894.000000 Penalty: 5925.553223
	Iteration 17Q: 3 clusters Score -2.075789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -20757908.000000 Penalty: 5925.553223
	Iteration 18Q: 3 clusters Score -2.075791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -20757908.000000 Penalty: 5925.553223
	Iteration 19Q: 3 clusters Score -2.075791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154090 members 
Entering Unmasked Estep 
Score: -20757916.000000 Penalty: 5925.553223
	Iteration 20F: 3 clusters Score -2.075792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -20757920.000000 Penalty: 5925.553223
	Iteration 21Q: 3 clusters Score -2.075792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -20757920.000000 Penalty: 5925.553223
	Iteration 22F: 3 clusters Score -2.075792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -622527.562500 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -622527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -618057.125000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -618057.1 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -619139.812500 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -619139.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -619343.062500 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -619343.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -619456.437500 Penalty: 4222.340332
	Iteration 3Q: 3 clusters Score -619456.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -619530.125000 Penalty: 4222.340332
	Iteration 4Q: 3 clusters Score -619530.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -619597.562500 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -619597.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -619653.750000 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -619653.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -619694.312500 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -619694.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -619737.937500 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -619737.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -619794.687500 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -619794.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -619844.250000 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -619844.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -619886.687500 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -619886.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -619922.687500 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -619922.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -619958.375000 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -619958.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -620013.312500 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -620013.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -620074.812500 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -620074.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -620130.625000 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -620130.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -620185.187500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -620185.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -620244.562500 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -620244.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -620299.812500 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -620299.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -620354.375000 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -620354.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -620413.750000 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -620413.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -620478.250000 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -620478.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -620544.187500 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -620544.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -620605.312500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -620605.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -620675.625000 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -620675.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -620726.312500 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -620726.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -620772.187500 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -620772.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -620818.125000 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -620818.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -620854.062500 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -620854.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -620885.500000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -620885.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -620905.312500 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -620905.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -620933.187500 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -620933.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -620955.312500 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -620955.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -620977.062500 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -620977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -620994.187500 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -620994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -621008.187500 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -621008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -621016.062500 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -621016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -621026.875000 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -621026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -621035.812500 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -621035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -621044.937500 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -621044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -621048.000000 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -621048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -621050.125000 Penalty: 4222.340332
	Iteration 42Q: 3 clusters Score -621050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -621054.062500 Penalty: 4222.340332
	Iteration 43Q: 3 clusters Score -621054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -621055.000000 Penalty: 4222.340332
	Iteration 44Q: 3 clusters Score -621055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -621055.000000 Penalty: 4222.340332
	Iteration 45F: 3 clusters Score -621055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 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 195 members 
Entering Unmasked Estep 
Score: -42463.320312 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42463.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42646.277344 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42646.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42716.789062 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42716.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42753.187500 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42753.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42786.890625 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42786.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42803.824219 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42803.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42823.429688 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42823.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42851.367188 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -42851.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42875.039062 Penalty: 2954.095215
	Iteration 8Q: 3 clusters Score -42875.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42895.476562 Penalty: 2954.095215
	Iteration 9Q: 3 clusters Score -42895.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42914.957031 Penalty: 2954.095215
	Iteration 10Q: 3 clusters Score -42914.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42914.957031 Penalty: 2954.095215
	Iteration 11F: 3 clusters Score -42914.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Entering Unmasked Estep 
Score: -1489414.375000 Penalty: 2324.622803
	Iteration 0F: 2 clusters Score -1489414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1480560.250000 Penalty: 4649.245605
	Iteration 0F: 3 clusters Score -1480560 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1483293.625000 Penalty: 4649.245605
	Iteration 1F: 3 clusters Score -1483294 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1483819.625000 Penalty: 4649.245605
	Iteration 2F: 3 clusters Score -1483820 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1484383.500000 Penalty: 4649.245605
	Iteration 3F: 3 clusters Score -1484384 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1485005.375000 Penalty: 4649.245605
	Iteration 4F: 3 clusters Score -1485005 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1485743.000000 Penalty: 4649.245605
	Iteration 5F: 3 clusters Score -1485743 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1486463.500000 Penalty: 4649.245605
	Iteration 6F: 3 clusters Score -1486464 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1487043.250000 Penalty: 4649.245605
	Iteration 7F: 3 clusters Score -1487043 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1487519.125000 Penalty: 4649.245605
	Iteration 8Q: 3 clusters Score -1487519 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1487862.625000 Penalty: 4649.245605
	Iteration 9Q: 3 clusters Score -1487863 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1488139.000000 Penalty: 4649.245605
	Iteration 10Q: 3 clusters Score -1488139 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1488357.500000 Penalty: 4649.245605
	Iteration 11Q: 3 clusters Score -1488358 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1488526.250000 Penalty: 4649.245605
	Iteration 12Q: 3 clusters Score -1488526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1488666.250000 Penalty: 4649.245605
	Iteration 13Q: 3 clusters Score -1488666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1488758.625000 Penalty: 4649.245605
	Iteration 14Q: 3 clusters Score -1488759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1488812.750000 Penalty: 4649.245605
	Iteration 15Q: 3 clusters Score -1488813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1488838.250000 Penalty: 4649.245605
	Iteration 16Q: 3 clusters Score -1488838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1488863.375000 Penalty: 4649.245605
	Iteration 17Q: 3 clusters Score -1488863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1488883.875000 Penalty: 4649.245605
	Iteration 18Q: 3 clusters Score -1488884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1488897.875000 Penalty: 4649.245605
	Iteration 19Q: 3 clusters Score -1488898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1488908.875000 Penalty: 4649.245605
	Iteration 20F: 3 clusters Score -1488909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1488911.125000 Penalty: 4649.245605
	Iteration 21Q: 3 clusters Score -1488911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1488923.500000 Penalty: 4649.245605
	Iteration 22Q: 3 clusters Score -1488924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1488929.625000 Penalty: 4649.245605
	Iteration 23Q: 3 clusters Score -1488930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1488943.375000 Penalty: 4649.245605
	Iteration 24Q: 3 clusters Score -1488943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1488949.750000 Penalty: 4649.245605
	Iteration 25Q: 3 clusters Score -1488950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1488959.625000 Penalty: 4649.245605
	Iteration 26Q: 3 clusters Score -1488960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1488966.500000 Penalty: 4649.245605
	Iteration 27Q: 3 clusters Score -1488966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1488968.625000 Penalty: 4649.245605
	Iteration 28Q: 3 clusters Score -1488969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1488968.625000 Penalty: 4649.245605
	Iteration 29Q: 3 clusters Score -1488969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1488974.500000 Penalty: 4649.245605
	Iteration 30Q: 3 clusters Score -1488974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1488974.625000 Penalty: 4649.245605
	Iteration 31Q: 3 clusters Score -1488975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1488975.500000 Penalty: 4649.245605
	Iteration 32Q: 3 clusters Score -1488976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1488980.625000 Penalty: 4649.245605
	Iteration 33Q: 3 clusters Score -1488981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1488979.750000 Penalty: 4649.245605
	Iteration 34Q: 3 clusters Score -1488980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1488981.875000 Penalty: 4649.245605
	Iteration 35Q: 3 clusters Score -1488982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1488983.000000 Penalty: 4649.245605
	Iteration 36Q: 3 clusters Score -1488983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1488983.625000 Penalty: 4649.245605
	Iteration 37Q: 3 clusters Score -1488984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1488983.625000 Penalty: 4649.245605
	Iteration 38F: 3 clusters Score -1488984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (177736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Entering Unmasked Estep 
Score: -23913460.000000 Penalty: 2997.837646
	Iteration 0F: 2 clusters Score -2.391346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -23800082.000000 Penalty: 5995.675293
	Iteration 0F: 3 clusters Score -2.380008e+07 nChanged 84975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -23850438.000000 Penalty: 5995.675293
	Iteration 1F: 3 clusters Score -2.385044e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -23852208.000000 Penalty: 5995.675293
	Iteration 2Q: 3 clusters Score -2.385221e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -23854160.000000 Penalty: 5995.675293
	Iteration 3Q: 3 clusters Score -2.385416e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -23856680.000000 Penalty: 5995.675293
	Iteration 4Q: 3 clusters Score -2.385668e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -23860054.000000 Penalty: 5995.675293
	Iteration 5Q: 3 clusters Score -2.386005e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -23864170.000000 Penalty: 5995.675293
	Iteration 6Q: 3 clusters Score -2.386417e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -23869258.000000 Penalty: 5995.675293
	Iteration 7F: 3 clusters Score -2.386926e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -23875138.000000 Penalty: 5995.675293
	Iteration 8F: 3 clusters Score -2.387514e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 114139 members 
Entering Unmasked Estep 
Score: -23881274.000000 Penalty: 5995.675293
	Iteration 9F: 3 clusters Score -2.388127e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -23886196.000000 Penalty: 5995.675293
	Iteration 10Q: 3 clusters Score -2.38862e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -23889318.000000 Penalty: 5995.675293
	Iteration 11Q: 3 clusters Score -2.388932e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -23890826.000000 Penalty: 5995.675293
	Iteration 12Q: 3 clusters Score -2.389083e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -23891702.000000 Penalty: 5995.675293
	Iteration 13Q: 3 clusters Score -2.38917e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -23892548.000000 Penalty: 5995.675293
	Iteration 14Q: 3 clusters Score -2.389255e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -23893544.000000 Penalty: 5995.675293
	Iteration 15Q: 3 clusters Score -2.389354e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -23894786.000000 Penalty: 5995.675293
	Iteration 16Q: 3 clusters Score -2.389479e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -23896046.000000 Penalty: 5995.675293
	Iteration 17Q: 3 clusters Score -2.389605e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -23897390.000000 Penalty: 5995.675293
	Iteration 18Q: 3 clusters Score -2.389739e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -23898778.000000 Penalty: 5995.675293
	Iteration 19Q: 3 clusters Score -2.389878e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -23899966.000000 Penalty: 5995.675293
	Iteration 20F: 3 clusters Score -2.389997e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 154076 members 
Entering Unmasked Estep 
Score: -23901304.000000 Penalty: 5995.675293
	Iteration 21Q: 3 clusters Score -2.39013e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -23902892.000000 Penalty: 5995.675293
	Iteration 22Q: 3 clusters Score -2.390289e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -23904366.000000 Penalty: 5995.675293
	Iteration 23Q: 3 clusters Score -2.390437e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 164388 members 
Entering Unmasked Estep 
Score: -23905732.000000 Penalty: 5995.675293
	Iteration 24Q: 3 clusters Score -2.390573e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 167279 members 
Entering Unmasked Estep 
Score: -23907132.000000 Penalty: 5995.675293
	Iteration 25Q: 3 clusters Score -2.390713e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -23908222.000000 Penalty: 5995.675293
	Iteration 26Q: 3 clusters Score -2.390822e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -23909104.000000 Penalty: 5995.675293
	Iteration 27Q: 3 clusters Score -2.39091e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -23909688.000000 Penalty: 5995.675293
	Iteration 28Q: 3 clusters Score -2.390969e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -23910166.000000 Penalty: 5995.675293
	Iteration 29Q: 3 clusters Score -2.391017e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -23910404.000000 Penalty: 5995.675293
	Iteration 30Q: 3 clusters Score -2.39104e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
Score: -23910552.000000 Penalty: 5995.675293
	Iteration 31Q: 3 clusters Score -2.391055e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -23910618.000000 Penalty: 5995.675293
	Iteration 32Q: 3 clusters Score -2.391062e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 176345 members 
Entering Unmasked Estep 
Score: -23910756.000000 Penalty: 5995.675293
	Iteration 33Q: 3 clusters Score -2.391076e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 176518 members 
Entering Unmasked Estep 
Score: -23910778.000000 Penalty: 5995.675293
	Iteration 34Q: 3 clusters Score -2.391078e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 176650 members 
Entering Unmasked Estep 
Score: -23910838.000000 Penalty: 5995.675293
	Iteration 35Q: 3 clusters Score -2.391084e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 176745 members 
Entering Unmasked Estep 
Score: -23910906.000000 Penalty: 5995.675293
	Iteration 36Q: 3 clusters Score -2.391091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -23910930.000000 Penalty: 5995.675293
	Iteration 37Q: 3 clusters Score -2.391093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 176841 members 
Entering Unmasked Estep 
Score: -23910942.000000 Penalty: 5995.675293
	Iteration 38Q: 3 clusters Score -2.391094e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -23910984.000000 Penalty: 5995.675293
	Iteration 39Q: 3 clusters Score -2.391098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 176897 members 
Entering Unmasked Estep 
Score: -23910980.000000 Penalty: 5995.675293
	Iteration 40F: 3 clusters Score -2.391098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -23910992.000000 Penalty: 5995.675293
	Iteration 41Q: 3 clusters Score -2.391099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -23910980.000000 Penalty: 5995.675293
	Iteration 42Q: 3 clusters Score -2.391098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -23910990.000000 Penalty: 5995.675293
	Iteration 43Q: 3 clusters Score -2.391099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -23911018.000000 Penalty: 5995.675293
	Iteration 44Q: 3 clusters Score -2.391102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 176967 members 
Entering Unmasked Estep 
Score: -23911032.000000 Penalty: 5995.675293
	Iteration 45Q: 3 clusters Score -2.391103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -23911058.000000 Penalty: 5995.675293
	Iteration 46Q: 3 clusters Score -2.391106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 176985 members 
Entering Unmasked Estep 
Score: -23911054.000000 Penalty: 5995.675293
	Iteration 47Q: 3 clusters Score -2.391105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 176990 members 
Entering Unmasked Estep 
Score: -23911060.000000 Penalty: 5995.675293
	Iteration 48Q: 3 clusters Score -2.391106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -23911060.000000 Penalty: 5995.675293
	Iteration 49Q: 3 clusters Score -2.391106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -23911058.000000 Penalty: 5995.675293
	Iteration 50Q: 3 clusters Score -2.391106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -23911058.000000 Penalty: 5995.675293
	Iteration 51F: 3 clusters Score -2.391106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Entering Unmasked Estep 
Score: -5450906.500000 Penalty: 2628.535156
	Iteration 0F: 2 clusters Score -5450906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5423749.500000 Penalty: 5257.070312
	Iteration 0F: 3 clusters Score -5423750 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5433718.500000 Penalty: 5257.070312
	Iteration 1F: 3 clusters Score -5433718 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5434170.000000 Penalty: 5257.070312
	Iteration 2Q: 3 clusters Score -5434170 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5434615.000000 Penalty: 5257.070312
	Iteration 3Q: 3 clusters Score -5434615 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5434965.500000 Penalty: 5257.070312
	Iteration 4Q: 3 clusters Score -5434966 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -5435340.500000 Penalty: 5257.070312
	Iteration 5Q: 3 clusters Score -5435340 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5435846.000000 Penalty: 5257.070312
	Iteration 6Q: 3 clusters Score -5435846 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5436393.000000 Penalty: 5257.070312
	Iteration 7Q: 3 clusters Score -5436393 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5437105.500000 Penalty: 5257.070312
	Iteration 8Q: 3 clusters Score -5437106 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5438119.500000 Penalty: 5257.070312
	Iteration 9Q: 3 clusters Score -5438120 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5439241.000000 Penalty: 5257.070312
	Iteration 10Q: 3 clusters Score -5439241 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5440601.500000 Penalty: 5257.070312
	Iteration 11Q: 3 clusters Score -5440602 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5441819.000000 Penalty: 5257.070312
	Iteration 12Q: 3 clusters Score -5441819 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -5442753.000000 Penalty: 5257.070312
	Iteration 13Q: 3 clusters Score -5442753 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5443361.000000 Penalty: 5257.070312
	Iteration 14Q: 3 clusters Score -5443361 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5443680.000000 Penalty: 5257.070312
	Iteration 15Q: 3 clusters Score -5443680 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -5443943.500000 Penalty: 5257.070312
	Iteration 16Q: 3 clusters Score -5443944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5444199.000000 Penalty: 5257.070312
	Iteration 17Q: 3 clusters Score -5444199 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5444370.000000 Penalty: 5257.070312
	Iteration 18Q: 3 clusters Score -5444370 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5444554.500000 Penalty: 5257.070312
	Iteration 19Q: 3 clusters Score -5444554 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -5444696.000000 Penalty: 5257.070312
	Iteration 20F: 3 clusters Score -5444696 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5444912.000000 Penalty: 5257.070312
	Iteration 21Q: 3 clusters Score -5444912 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5445097.500000 Penalty: 5257.070312
	Iteration 22Q: 3 clusters Score -5445098 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -5445338.500000 Penalty: 5257.070312
	Iteration 23Q: 3 clusters Score -5445338 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5445571.500000 Penalty: 5257.070312
	Iteration 24Q: 3 clusters Score -5445572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -5445796.500000 Penalty: 5257.070312
	Iteration 25Q: 3 clusters Score -5445796 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5446022.000000 Penalty: 5257.070312
	Iteration 26Q: 3 clusters Score -5446022 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5446206.000000 Penalty: 5257.070312
	Iteration 27Q: 3 clusters Score -5446206 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5446458.000000 Penalty: 5257.070312
	Iteration 28Q: 3 clusters Score -5446458 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5446685.000000 Penalty: 5257.070312
	Iteration 29Q: 3 clusters Score -5446685 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5446959.500000 Penalty: 5257.070312
	Iteration 30Q: 3 clusters Score -5446960 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5447198.000000 Penalty: 5257.070312
	Iteration 31Q: 3 clusters Score -5447198 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5447426.500000 Penalty: 5257.070312
	Iteration 32Q: 3 clusters Score -5447426 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5447614.500000 Penalty: 5257.070312
	Iteration 33Q: 3 clusters Score -5447614 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5447754.500000 Penalty: 5257.070312
	Iteration 34Q: 3 clusters Score -5447754 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5447910.500000 Penalty: 5257.070312
	Iteration 35Q: 3 clusters Score -5447910 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5448042.000000 Penalty: 5257.070312
	Iteration 36Q: 3 clusters Score -5448042 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5448165.500000 Penalty: 5257.070312
	Iteration 37Q: 3 clusters Score -5448166 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5448243.500000 Penalty: 5257.070312
	Iteration 38Q: 3 clusters Score -5448244 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5448304.000000 Penalty: 5257.070312
	Iteration 39Q: 3 clusters Score -5448304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5448366.500000 Penalty: 5257.070312
	Iteration 40F: 3 clusters Score -5448366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5448417.500000 Penalty: 5257.070312
	Iteration 41Q: 3 clusters Score -5448418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5448464.500000 Penalty: 5257.070312
	Iteration 42Q: 3 clusters Score -5448464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5448508.000000 Penalty: 5257.070312
	Iteration 43Q: 3 clusters Score -5448508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5448526.500000 Penalty: 5257.070312
	Iteration 44Q: 3 clusters Score -5448526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5448563.500000 Penalty: 5257.070312
	Iteration 45Q: 3 clusters Score -5448564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5448585.000000 Penalty: 5257.070312
	Iteration 46Q: 3 clusters Score -5448585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5448604.000000 Penalty: 5257.070312
	Iteration 47Q: 3 clusters Score -5448604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5448618.500000 Penalty: 5257.070312
	Iteration 48Q: 3 clusters Score -5448618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5448633.500000 Penalty: 5257.070312
	Iteration 49Q: 3 clusters Score -5448634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5448633.500000 Penalty: 5257.070312
	Iteration 50Q: 3 clusters Score -5448634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5448647.500000 Penalty: 5257.070312
	Iteration 51Q: 3 clusters Score -5448648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5448650.000000 Penalty: 5257.070312
	Iteration 52Q: 3 clusters Score -5448650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5448658.500000 Penalty: 5257.070312
	Iteration 53Q: 3 clusters Score -5448658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5448663.500000 Penalty: 5257.070312
	Iteration 54Q: 3 clusters Score -5448664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5448673.500000 Penalty: 5257.070312
	Iteration 55Q: 3 clusters Score -5448674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5448672.000000 Penalty: 5257.070312
	Iteration 56Q: 3 clusters Score -5448672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5448685.000000 Penalty: 5257.070312
	Iteration 57Q: 3 clusters Score -5448685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5448680.000000 Penalty: 5257.070312
	Iteration 58Q: 3 clusters Score -5448680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5448684.500000 Penalty: 5257.070312
	Iteration 59Q: 3 clusters Score -5448684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5448685.500000 Penalty: 5257.070312
	Iteration 60F: 3 clusters Score -5448686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5448690.000000 Penalty: 5257.070312
	Iteration 61Q: 3 clusters Score -5448690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5448683.500000 Penalty: 5257.070312
	Iteration 62Q: 3 clusters Score -5448684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5448688.500000 Penalty: 5257.070312
	Iteration 63Q: 3 clusters Score -5448688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5448693.000000 Penalty: 5257.070312
	Iteration 64Q: 3 clusters Score -5448693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5448696.000000 Penalty: 5257.070312
	Iteration 65Q: 3 clusters Score -5448696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5448704.000000 Penalty: 5257.070312
	Iteration 66Q: 3 clusters Score -5448704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5448703.500000 Penalty: 5257.070312
	Iteration 67Q: 3 clusters Score -5448704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5448704.000000 Penalty: 5257.070312
	Iteration 68Q: 3 clusters Score -5448704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5448705.500000 Penalty: 5257.070312
	Iteration 69Q: 3 clusters Score -5448706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5448706.500000 Penalty: 5257.070312
	Iteration 70Q: 3 clusters Score -5448706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5448709.500000 Penalty: 5257.070312
	Iteration 71Q: 3 clusters Score -5448710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5448707.000000 Penalty: 5257.070312
	Iteration 72Q: 3 clusters Score -5448707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5448705.000000 Penalty: 5257.070312
	Iteration 73Q: 3 clusters Score -5448705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5448707.000000 Penalty: 5257.070312
	Iteration 74Q: 3 clusters Score -5448707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5448713.000000 Penalty: 5257.070312
	Iteration 75Q: 3 clusters Score -5448713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5448708.000000 Penalty: 5257.070312
	Iteration 76Q: 3 clusters Score -5448708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5448708.000000 Penalty: 5257.070312
	Iteration 77Q: 3 clusters Score -5448708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5448707.500000 Penalty: 5257.070312
	Iteration 78Q: 3 clusters Score -5448708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5448707.500000 Penalty: 5257.070312
	Iteration 79Q: 3 clusters Score -5448708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5448706.500000 Penalty: 5257.070312
	Iteration 80F: 3 clusters Score -5448706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5448706.000000 Penalty: 5257.070312
	Iteration 81Q: 3 clusters Score -5448706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5448709.500000 Penalty: 5257.070312
	Iteration 82Q: 3 clusters Score -5448710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5448709.500000 Penalty: 5257.070312
	Iteration 83F: 3 clusters Score -5448710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Entering Unmasked Estep 
Score: -8508540.000000 Penalty: 2749.680176
	Iteration 0F: 2 clusters Score -8508540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -8464876.000000 Penalty: 5499.360352
	Iteration 0F: 3 clusters Score -8464876 nChanged 30333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8481733.000000 Penalty: 5499.360352
	Iteration 1F: 3 clusters Score -8481733 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8482453.000000 Penalty: 5499.360352
	Iteration 2Q: 3 clusters Score -8482453 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -8483427.000000 Penalty: 5499.360352
	Iteration 3Q: 3 clusters Score -8483427 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -8484868.000000 Penalty: 5499.360352
	Iteration 4Q: 3 clusters Score -8484868 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8487389.000000 Penalty: 5499.360352
	Iteration 5F: 3 clusters Score -8487389 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -8491178.000000 Penalty: 5499.360352
	Iteration 6F: 3 clusters Score -8491178 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -8496000.000000 Penalty: 5499.360352
	Iteration 7F: 3 clusters Score -8496000 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -8500586.000000 Penalty: 5499.360352
	Iteration 8F: 3 clusters Score -8500586 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -8503646.000000 Penalty: 5499.360352
	Iteration 9Q: 3 clusters Score -8503646 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -8505212.000000 Penalty: 5499.360352
	Iteration 10Q: 3 clusters Score -8505212 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -8505798.000000 Penalty: 5499.360352
	Iteration 11Q: 3 clusters Score -8505798 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -8506078.000000 Penalty: 5499.360352
	Iteration 12Q: 3 clusters Score -8506078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -8506201.000000 Penalty: 5499.360352
	Iteration 13Q: 3 clusters Score -8506201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -8506280.000000 Penalty: 5499.360352
	Iteration 14Q: 3 clusters Score -8506280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -8506339.000000 Penalty: 5499.360352
	Iteration 15Q: 3 clusters Score -8506339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8506363.000000 Penalty: 5499.360352
	Iteration 16Q: 3 clusters Score -8506363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -8506386.000000 Penalty: 5499.360352
	Iteration 17Q: 3 clusters Score -8506386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8506390.000000 Penalty: 5499.360352
	Iteration 18Q: 3 clusters Score -8506390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -8506401.000000 Penalty: 5499.360352
	Iteration 19Q: 3 clusters Score -8506401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -8506433.000000 Penalty: 5499.360352
	Iteration 20F: 3 clusters Score -8506433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -8506453.000000 Penalty: 5499.360352
	Iteration 21Q: 3 clusters Score -8506453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -8506473.000000 Penalty: 5499.360352
	Iteration 22Q: 3 clusters Score -8506473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -8506475.000000 Penalty: 5499.360352
	Iteration 23Q: 3 clusters Score -8506475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -8506472.000000 Penalty: 5499.360352
	Iteration 24Q: 3 clusters Score -8506472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -8506478.000000 Penalty: 5499.360352
	Iteration 25Q: 3 clusters Score -8506478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -8506484.000000 Penalty: 5499.360352
	Iteration 26Q: 3 clusters Score -8506484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8506494.000000 Penalty: 5499.360352
	Iteration 27Q: 3 clusters Score -8506494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -8506502.000000 Penalty: 5499.360352
	Iteration 28Q: 3 clusters Score -8506502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -8506508.000000 Penalty: 5499.360352
	Iteration 29Q: 3 clusters Score -8506508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -8506518.000000 Penalty: 5499.360352
	Iteration 30Q: 3 clusters Score -8506518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -8506528.000000 Penalty: 5499.360352
	Iteration 31Q: 3 clusters Score -8506528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -8506541.000000 Penalty: 5499.360352
	Iteration 32Q: 3 clusters Score -8506541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -8506548.000000 Penalty: 5499.360352
	Iteration 33Q: 3 clusters Score -8506548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -8506553.000000 Penalty: 5499.360352
	Iteration 34Q: 3 clusters Score -8506553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -8506549.000000 Penalty: 5499.360352
	Iteration 35Q: 3 clusters Score -8506549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -8506557.000000 Penalty: 5499.360352
	Iteration 36Q: 3 clusters Score -8506557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -8506554.000000 Penalty: 5499.360352
	Iteration 37Q: 3 clusters Score -8506554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -8506554.000000 Penalty: 5499.360352
	Iteration 38F: 3 clusters Score -8506554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -352221.000000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -352221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349277.187500 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -349277.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -349815.843750 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -349815.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -349960.906250 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -349960.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -350031.093750 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -350031.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -350061.031250 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -350061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350080.312500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -350080.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -350098.593750 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -350098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -350113.187500 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -350113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350124.593750 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -350124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -350132.156250 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -350132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -350135.000000 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -350135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -350142.125000 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -350142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -350147.625000 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -350147.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -350153.750000 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -350153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -350159.187500 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -350159.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -350164.875000 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -350164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -350167.718750 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -350167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -350170.406250 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -350170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -350176.687500 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -350176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -350178.843750 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -350178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -350178.843750 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -350178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39709.191406 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39709.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39860.234375 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39860.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39931.945312 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -39931.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39975.050781 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -39975.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40037.523438 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40037.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40054.335938 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40054.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40054.335938 Penalty: 2920.883301
	Iteration 6F: 3 clusters Score -40054.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Entering Unmasked Estep 
Score: -8375061.000000 Penalty: 2736.732666
	Iteration 0F: 2 clusters Score -8375061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8333336.000000 Penalty: 5473.465332
	Iteration 0F: 3 clusters Score -8333336 nChanged 29020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -8349760.500000 Penalty: 5473.465332
	Iteration 1F: 3 clusters Score -8349760 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -8350495.500000 Penalty: 5473.465332
	Iteration 2Q: 3 clusters Score -8350496 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8351568.000000 Penalty: 5473.465332
	Iteration 3Q: 3 clusters Score -8351568 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -8353190.000000 Penalty: 5473.465332
	Iteration 4F: 3 clusters Score -8353190 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -8355635.000000 Penalty: 5473.465332
	Iteration 5F: 3 clusters Score -8355635 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -8359137.000000 Penalty: 5473.465332
	Iteration 6F: 3 clusters Score -8359137 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -8363208.000000 Penalty: 5473.465332
	Iteration 7F: 3 clusters Score -8363208 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -8366771.000000 Penalty: 5473.465332
	Iteration 8F: 3 clusters Score -8366771 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -8369490.500000 Penalty: 5473.465332
	Iteration 9Q: 3 clusters Score -8369490 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -8371079.000000 Penalty: 5473.465332
	Iteration 10Q: 3 clusters Score -8371079 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -8371849.500000 Penalty: 5473.465332
	Iteration 11Q: 3 clusters Score -8371850 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -8372267.000000 Penalty: 5473.465332
	Iteration 12Q: 3 clusters Score -8372267 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -8372439.500000 Penalty: 5473.465332
	Iteration 13Q: 3 clusters Score -8372440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -8372626.000000 Penalty: 5473.465332
	Iteration 14Q: 3 clusters Score -8372626 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -8372736.000000 Penalty: 5473.465332
	Iteration 15Q: 3 clusters Score -8372736 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8372795.000000 Penalty: 5473.465332
	Iteration 16Q: 3 clusters Score -8372795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -8372867.500000 Penalty: 5473.465332
	Iteration 17Q: 3 clusters Score -8372868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -8372930.000000 Penalty: 5473.465332
	Iteration 18Q: 3 clusters Score -8372930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -8372965.500000 Penalty: 5473.465332
	Iteration 19Q: 3 clusters Score -8372966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -8372989.500000 Penalty: 5473.465332
	Iteration 20F: 3 clusters Score -8372990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -8372987.500000 Penalty: 5473.465332
	Iteration 21Q: 3 clusters Score -8372988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -8373007.500000 Penalty: 5473.465332
	Iteration 22Q: 3 clusters Score -8373008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -8373020.500000 Penalty: 5473.465332
	Iteration 23Q: 3 clusters Score -8373020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -8373049.000000 Penalty: 5473.465332
	Iteration 24Q: 3 clusters Score -8373049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -8373047.500000 Penalty: 5473.465332
	Iteration 25Q: 3 clusters Score -8373048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -8373056.000000 Penalty: 5473.465332
	Iteration 26Q: 3 clusters Score -8373056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -8373070.500000 Penalty: 5473.465332
	Iteration 27Q: 3 clusters Score -8373070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -8373061.000000 Penalty: 5473.465332
	Iteration 28Q: 3 clusters Score -8373061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -8373057.000000 Penalty: 5473.465332
	Iteration 29Q: 3 clusters Score -8373057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -8373075.500000 Penalty: 5473.465332
	Iteration 30Q: 3 clusters Score -8373076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -8373079.000000 Penalty: 5473.465332
	Iteration 31Q: 3 clusters Score -8373079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -8373078.000000 Penalty: 5473.465332
	Iteration 32Q: 3 clusters Score -8373078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -8373083.000000 Penalty: 5473.465332
	Iteration 33Q: 3 clusters Score -8373083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -8373080.000000 Penalty: 5473.465332
	Iteration 34Q: 3 clusters Score -8373080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -8373082.500000 Penalty: 5473.465332
	Iteration 35Q: 3 clusters Score -8373082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -8373084.500000 Penalty: 5473.465332
	Iteration 36Q: 3 clusters Score -8373084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -8373082.500000 Penalty: 5473.465332
	Iteration 37Q: 3 clusters Score -8373082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -8373084.500000 Penalty: 5473.465332
	Iteration 38Q: 3 clusters Score -8373084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -8373083.000000 Penalty: 5473.465332
	Iteration 39Q: 3 clusters Score -8373083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -8373085.500000 Penalty: 5473.465332
	Iteration 40F: 3 clusters Score -8373086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Entering Unmasked Estep 
Score: -3896851.000000 Penalty: 2550.917480
	Iteration 0F: 2 clusters Score -3896851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3876808.000000 Penalty: 5101.834961
	Iteration 0F: 3 clusters Score -3876808 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3884272.750000 Penalty: 5101.834961
	Iteration 1F: 3 clusters Score -3884273 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3885106.250000 Penalty: 5101.834961
	Iteration 2F: 3 clusters Score -3885106 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3886246.000000 Penalty: 5101.834961
	Iteration 3F: 3 clusters Score -3886246 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3887669.250000 Penalty: 5101.834961
	Iteration 4F: 3 clusters Score -3887669 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3889246.000000 Penalty: 5101.834961
	Iteration 5F: 3 clusters Score -3889246 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3890676.250000 Penalty: 5101.834961
	Iteration 6F: 3 clusters Score -3890676 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3891870.500000 Penalty: 5101.834961
	Iteration 7F: 3 clusters Score -3891870 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3892807.000000 Penalty: 5101.834961
	Iteration 8Q: 3 clusters Score -3892807 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3893529.750000 Penalty: 5101.834961
	Iteration 9Q: 3 clusters Score -3893530 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3894077.750000 Penalty: 5101.834961
	Iteration 10Q: 3 clusters Score -3894078 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3894412.250000 Penalty: 5101.834961
	Iteration 11Q: 3 clusters Score -3894412 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3894675.750000 Penalty: 5101.834961
	Iteration 12Q: 3 clusters Score -3894676 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3894883.250000 Penalty: 5101.834961
	Iteration 13Q: 3 clusters Score -3894883 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3895080.750000 Penalty: 5101.834961
	Iteration 14Q: 3 clusters Score -3895081 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3895202.000000 Penalty: 5101.834961
	Iteration 15Q: 3 clusters Score -3895202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3895281.000000 Penalty: 5101.834961
	Iteration 16Q: 3 clusters Score -3895281 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3895342.000000 Penalty: 5101.834961
	Iteration 17Q: 3 clusters Score -3895342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3895390.500000 Penalty: 5101.834961
	Iteration 18Q: 3 clusters Score -3895390 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3895407.750000 Penalty: 5101.834961
	Iteration 19Q: 3 clusters Score -3895408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3895461.500000 Penalty: 5101.834961
	Iteration 20F: 3 clusters Score -3895462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3895482.250000 Penalty: 5101.834961
	Iteration 21Q: 3 clusters Score -3895482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3895511.500000 Penalty: 5101.834961
	Iteration 22Q: 3 clusters Score -3895512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3895536.500000 Penalty: 5101.834961
	Iteration 23Q: 3 clusters Score -3895536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3895540.250000 Penalty: 5101.834961
	Iteration 24Q: 3 clusters Score -3895540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3895561.000000 Penalty: 5101.834961
	Iteration 25Q: 3 clusters Score -3895561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3895573.500000 Penalty: 5101.834961
	Iteration 26Q: 3 clusters Score -3895574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3895600.000000 Penalty: 5101.834961
	Iteration 27Q: 3 clusters Score -3895600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3895605.750000 Penalty: 5101.834961
	Iteration 28Q: 3 clusters Score -3895606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3895617.250000 Penalty: 5101.834961
	Iteration 29Q: 3 clusters Score -3895617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3895635.500000 Penalty: 5101.834961
	Iteration 30Q: 3 clusters Score -3895636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3895634.000000 Penalty: 5101.834961
	Iteration 31Q: 3 clusters Score -3895634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3895642.750000 Penalty: 5101.834961
	Iteration 32Q: 3 clusters Score -3895643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3895645.750000 Penalty: 5101.834961
	Iteration 33Q: 3 clusters Score -3895646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3895663.500000 Penalty: 5101.834961
	Iteration 34Q: 3 clusters Score -3895664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3895679.500000 Penalty: 5101.834961
	Iteration 35Q: 3 clusters Score -3895680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3895690.250000 Penalty: 5101.834961
	Iteration 36Q: 3 clusters Score -3895690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3895694.250000 Penalty: 5101.834961
	Iteration 37Q: 3 clusters Score -3895694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3895697.500000 Penalty: 5101.834961
	Iteration 38Q: 3 clusters Score -3895698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3895692.250000 Penalty: 5101.834961
	Iteration 39Q: 3 clusters Score -3895692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3895700.500000 Penalty: 5101.834961
	Iteration 40F: 3 clusters Score -3895700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3895699.250000 Penalty: 5101.834961
	Iteration 41Q: 3 clusters Score -3895699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3895705.250000 Penalty: 5101.834961
	Iteration 42Q: 3 clusters Score -3895705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3895715.500000 Penalty: 5101.834961
	Iteration 43Q: 3 clusters Score -3895716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3895724.250000 Penalty: 5101.834961
	Iteration 44Q: 3 clusters Score -3895724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3895727.750000 Penalty: 5101.834961
	Iteration 45Q: 3 clusters Score -3895728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3895721.250000 Penalty: 5101.834961
	Iteration 46Q: 3 clusters Score -3895721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3895734.250000 Penalty: 5101.834961
	Iteration 47Q: 3 clusters Score -3895734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3895737.000000 Penalty: 5101.834961
	Iteration 48Q: 3 clusters Score -3895737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3895735.250000 Penalty: 5101.834961
	Iteration 49Q: 3 clusters Score -3895735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3895733.500000 Penalty: 5101.834961
	Iteration 50Q: 3 clusters Score -3895734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3895733.250000 Penalty: 5101.834961
	Iteration 51Q: 3 clusters Score -3895733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3895738.250000 Penalty: 5101.834961
	Iteration 52Q: 3 clusters Score -3895738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3895730.750000 Penalty: 5101.834961
	Iteration 53Q: 3 clusters Score -3895731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3895729.750000 Penalty: 5101.834961
	Iteration 54Q: 3 clusters Score -3895730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3895734.250000 Penalty: 5101.834961
	Iteration 55Q: 3 clusters Score -3895734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3895732.750000 Penalty: 5101.834961
	Iteration 56Q: 3 clusters Score -3895733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3895725.500000 Penalty: 5101.834961
	Iteration 57Q: 3 clusters Score -3895726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3895727.750000 Penalty: 5101.834961
	Iteration 58Q: 3 clusters Score -3895728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3895726.500000 Penalty: 5101.834961
	Iteration 59Q: 3 clusters Score -3895726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3895728.750000 Penalty: 5101.834961
	Iteration 60F: 3 clusters Score -3895729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3895732.250000 Penalty: 5101.834961
	Iteration 61Q: 3 clusters Score -3895732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3895727.250000 Penalty: 5101.834961
	Iteration 62Q: 3 clusters Score -3895727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3895727.250000 Penalty: 5101.834961
	Iteration 63F: 3 clusters Score -3895727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Entering Unmasked Estep 
Score: -22385186.000000 Penalty: 2979.414307
	Iteration 0F: 2 clusters Score -2.238519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -22276948.000000 Penalty: 5958.828613
	Iteration 0F: 3 clusters Score -2.227695e+07 nChanged 78914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -22323076.000000 Penalty: 5958.828613
	Iteration 1F: 3 clusters Score -2.232308e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -22324170.000000 Penalty: 5958.828613
	Iteration 2Q: 3 clusters Score -2.232417e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -22325404.000000 Penalty: 5958.828613
	Iteration 3Q: 3 clusters Score -2.23254e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -22327030.000000 Penalty: 5958.828613
	Iteration 4Q: 3 clusters Score -2.232703e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -22329370.000000 Penalty: 5958.828613
	Iteration 5Q: 3 clusters Score -2.232937e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -22332184.000000 Penalty: 5958.828613
	Iteration 6Q: 3 clusters Score -2.233218e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -22335918.000000 Penalty: 5958.828613
	Iteration 7Q: 3 clusters Score -2.233592e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -22340360.000000 Penalty: 5958.828613
	Iteration 8Q: 3 clusters Score -2.234036e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -22345262.000000 Penalty: 5958.828613
	Iteration 9F: 3 clusters Score -2.234526e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -22350850.000000 Penalty: 5958.828613
	Iteration 10F: 3 clusters Score -2.235085e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -22356048.000000 Penalty: 5958.828613
	Iteration 11Q: 3 clusters Score -2.235605e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -22359660.000000 Penalty: 5958.828613
	Iteration 12Q: 3 clusters Score -2.235966e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -22361344.000000 Penalty: 5958.828613
	Iteration 13Q: 3 clusters Score -2.236134e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -22362208.000000 Penalty: 5958.828613
	Iteration 14Q: 3 clusters Score -2.236221e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -22362854.000000 Penalty: 5958.828613
	Iteration 15Q: 3 clusters Score -2.236285e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -22363378.000000 Penalty: 5958.828613
	Iteration 16Q: 3 clusters Score -2.236338e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -22364018.000000 Penalty: 5958.828613
	Iteration 17Q: 3 clusters Score -2.236402e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -22364518.000000 Penalty: 5958.828613
	Iteration 18Q: 3 clusters Score -2.236452e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -22365224.000000 Penalty: 5958.828613
	Iteration 19Q: 3 clusters Score -2.236522e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -22365798.000000 Penalty: 5958.828613
	Iteration 20F: 3 clusters Score -2.23658e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -22366454.000000 Penalty: 5958.828613
	Iteration 21Q: 3 clusters Score -2.236645e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -22367122.000000 Penalty: 5958.828613
	Iteration 22Q: 3 clusters Score -2.236712e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 128646 members 
Entering Unmasked Estep 
Score: -22367902.000000 Penalty: 5958.828613
	Iteration 23Q: 3 clusters Score -2.23679e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -22368634.000000 Penalty: 5958.828613
	Iteration 24Q: 3 clusters Score -2.236863e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 133276 members 
Entering Unmasked Estep 
Score: -22369486.000000 Penalty: 5958.828613
	Iteration 25Q: 3 clusters Score -2.236949e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -22370490.000000 Penalty: 5958.828613
	Iteration 26Q: 3 clusters Score -2.237049e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 137970 members 
Entering Unmasked Estep 
Score: -22371516.000000 Penalty: 5958.828613
	Iteration 27Q: 3 clusters Score -2.237152e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 140337 members 
Entering Unmasked Estep 
Score: -22372230.000000 Penalty: 5958.828613
	Iteration 28Q: 3 clusters Score -2.237223e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -22373042.000000 Penalty: 5958.828613
	Iteration 29Q: 3 clusters Score -2.237304e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -22374026.000000 Penalty: 5958.828613
	Iteration 30Q: 3 clusters Score -2.237403e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -22374934.000000 Penalty: 5958.828613
	Iteration 31Q: 3 clusters Score -2.237493e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -22375854.000000 Penalty: 5958.828613
	Iteration 32Q: 3 clusters Score -2.237585e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -22376692.000000 Penalty: 5958.828613
	Iteration 33Q: 3 clusters Score -2.237669e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -22377654.000000 Penalty: 5958.828613
	Iteration 34Q: 3 clusters Score -2.237765e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -22378490.000000 Penalty: 5958.828613
	Iteration 35Q: 3 clusters Score -2.237849e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -22379232.000000 Penalty: 5958.828613
	Iteration 36Q: 3 clusters Score -2.237923e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -22379834.000000 Penalty: 5958.828613
	Iteration 37Q: 3 clusters Score -2.237983e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -22380322.000000 Penalty: 5958.828613
	Iteration 38Q: 3 clusters Score -2.238032e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -22380922.000000 Penalty: 5958.828613
	Iteration 39Q: 3 clusters Score -2.238092e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -22381288.000000 Penalty: 5958.828613
	Iteration 40F: 3 clusters Score -2.238129e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 162445 members 
Entering Unmasked Estep 
Score: -22381568.000000 Penalty: 5958.828613
	Iteration 41Q: 3 clusters Score -2.238157e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 162886 members 
Entering Unmasked Estep 
Score: -22381760.000000 Penalty: 5958.828613
	Iteration 42Q: 3 clusters Score -2.238176e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -22381960.000000 Penalty: 5958.828613
	Iteration 43Q: 3 clusters Score -2.238196e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -22382094.000000 Penalty: 5958.828613
	Iteration 44Q: 3 clusters Score -2.238209e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -22382212.000000 Penalty: 5958.828613
	Iteration 45Q: 3 clusters Score -2.238221e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22382290.000000 Penalty: 5958.828613
	Iteration 46Q: 3 clusters Score -2.238229e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 163900 members 
Entering Unmasked Estep 
Score: -22382348.000000 Penalty: 5958.828613
	Iteration 47Q: 3 clusters Score -2.238235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -22382386.000000 Penalty: 5958.828613
	Iteration 48Q: 3 clusters Score -2.238239e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -22382436.000000 Penalty: 5958.828613
	Iteration 49Q: 3 clusters Score -2.238244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -22382456.000000 Penalty: 5958.828613
	Iteration 50Q: 3 clusters Score -2.238246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -22382438.000000 Penalty: 5958.828613
	Iteration 51Q: 3 clusters Score -2.238244e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -22382430.000000 Penalty: 5958.828613
	Iteration 52Q: 3 clusters Score -2.238243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -22382442.000000 Penalty: 5958.828613
	Iteration 53Q: 3 clusters Score -2.238244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -22382440.000000 Penalty: 5958.828613
	Iteration 54Q: 3 clusters Score -2.238244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -22382464.000000 Penalty: 5958.828613
	Iteration 55Q: 3 clusters Score -2.238246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -22382456.000000 Penalty: 5958.828613
	Iteration 56Q: 3 clusters Score -2.238246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -22382470.000000 Penalty: 5958.828613
	Iteration 57Q: 3 clusters Score -2.238247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -22382476.000000 Penalty: 5958.828613
	Iteration 58Q: 3 clusters Score -2.238248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -22382488.000000 Penalty: 5958.828613
	Iteration 59Q: 3 clusters Score -2.238249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -22382504.000000 Penalty: 5958.828613
	Iteration 60F: 3 clusters Score -2.23825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -22382522.000000 Penalty: 5958.828613
	Iteration 61Q: 3 clusters Score -2.238252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -22382508.000000 Penalty: 5958.828613
	Iteration 62Q: 3 clusters Score -2.238251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -22382510.000000 Penalty: 5958.828613
	Iteration 63Q: 3 clusters Score -2.238251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -22382528.000000 Penalty: 5958.828613
	Iteration 64Q: 3 clusters Score -2.238253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -22382524.000000 Penalty: 5958.828613
	Iteration 65Q: 3 clusters Score -2.238252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -22382548.000000 Penalty: 5958.828613
	Iteration 66Q: 3 clusters Score -2.238255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -22382542.000000 Penalty: 5958.828613
	Iteration 67Q: 3 clusters Score -2.238254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -22382548.000000 Penalty: 5958.828613
	Iteration 68Q: 3 clusters Score -2.238255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -22382538.000000 Penalty: 5958.828613
	Iteration 69Q: 3 clusters Score -2.238254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -22382542.000000 Penalty: 5958.828613
	Iteration 70Q: 3 clusters Score -2.238254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22382538.000000 Penalty: 5958.828613
	Iteration 71Q: 3 clusters Score -2.238254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22382538.000000 Penalty: 5958.828613
	Iteration 72F: 3 clusters Score -2.238254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -638875.312500 Penalty: 2112.759277
	Iteration 0F: 2 clusters Score -638875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -634321.250000 Penalty: 4225.518555
	Iteration 0F: 3 clusters Score -634321.2 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -635375.312500 Penalty: 4225.518555
	Iteration 1F: 3 clusters Score -635375.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -635590.812500 Penalty: 4225.518555
	Iteration 2F: 3 clusters Score -635590.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -635708.312500 Penalty: 4225.518555
	Iteration 3Q: 3 clusters Score -635708.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -635789.000000 Penalty: 4225.518555
	Iteration 4Q: 3 clusters Score -635789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -635846.937500 Penalty: 4225.518555
	Iteration 5Q: 3 clusters Score -635846.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -635896.250000 Penalty: 4225.518555
	Iteration 6Q: 3 clusters Score -635896.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -635949.125000 Penalty: 4225.518555
	Iteration 7Q: 3 clusters Score -635949.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -636003.625000 Penalty: 4225.518555
	Iteration 8Q: 3 clusters Score -636003.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -636070.625000 Penalty: 4225.518555
	Iteration 9Q: 3 clusters Score -636070.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -636138.125000 Penalty: 4225.518555
	Iteration 10Q: 3 clusters Score -636138.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -636214.062500 Penalty: 4225.518555
	Iteration 11Q: 3 clusters Score -636214.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -636302.812500 Penalty: 4225.518555
	Iteration 12Q: 3 clusters Score -636302.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -636376.125000 Penalty: 4225.518555
	Iteration 13Q: 3 clusters Score -636376.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -636451.375000 Penalty: 4225.518555
	Iteration 14Q: 3 clusters Score -636451.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -636523.312500 Penalty: 4225.518555
	Iteration 15Q: 3 clusters Score -636523.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -636589.437500 Penalty: 4225.518555
	Iteration 16Q: 3 clusters Score -636589.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -636647.562500 Penalty: 4225.518555
	Iteration 17Q: 3 clusters Score -636647.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -636695.625000 Penalty: 4225.518555
	Iteration 18Q: 3 clusters Score -636695.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -636734.625000 Penalty: 4225.518555
	Iteration 19Q: 3 clusters Score -636734.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -636769.937500 Penalty: 4225.518555
	Iteration 20F: 3 clusters Score -636769.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -636800.312500 Penalty: 4225.518555
	Iteration 21Q: 3 clusters Score -636800.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -636833.187500 Penalty: 4225.518555
	Iteration 22Q: 3 clusters Score -636833.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -636882.562500 Penalty: 4225.518555
	Iteration 23Q: 3 clusters Score -636882.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -636927.437500 Penalty: 4225.518555
	Iteration 24Q: 3 clusters Score -636927.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -636960.750000 Penalty: 4225.518555
	Iteration 25Q: 3 clusters Score -636960.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -636982.062500 Penalty: 4225.518555
	Iteration 26Q: 3 clusters Score -636982.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -637004.250000 Penalty: 4225.518555
	Iteration 27Q: 3 clusters Score -637004.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -637024.250000 Penalty: 4225.518555
	Iteration 28Q: 3 clusters Score -637024.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -637039.000000 Penalty: 4225.518555
	Iteration 29Q: 3 clusters Score -637039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -637054.875000 Penalty: 4225.518555
	Iteration 30Q: 3 clusters Score -637054.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -637067.687500 Penalty: 4225.518555
	Iteration 31Q: 3 clusters Score -637067.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -637076.937500 Penalty: 4225.518555
	Iteration 32Q: 3 clusters Score -637076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -637090.062500 Penalty: 4225.518555
	Iteration 33Q: 3 clusters Score -637090.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -637105.375000 Penalty: 4225.518555
	Iteration 34Q: 3 clusters Score -637105.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -637117.000000 Penalty: 4225.518555
	Iteration 35Q: 3 clusters Score -637117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -637126.875000 Penalty: 4225.518555
	Iteration 36Q: 3 clusters Score -637126.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -637141.312500 Penalty: 4225.518555
	Iteration 37Q: 3 clusters Score -637141.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -637151.062500 Penalty: 4225.518555
	Iteration 38Q: 3 clusters Score -637151.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -637159.937500 Penalty: 4225.518555
	Iteration 39Q: 3 clusters Score -637159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -637167.750000 Penalty: 4225.518555
	Iteration 40F: 3 clusters Score -637167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -637173.312500 Penalty: 4225.518555
	Iteration 41Q: 3 clusters Score -637173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -637176.500000 Penalty: 4225.518555
	Iteration 42Q: 3 clusters Score -637176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -637181.500000 Penalty: 4225.518555
	Iteration 43Q: 3 clusters Score -637181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -637184.437500 Penalty: 4225.518555
	Iteration 44Q: 3 clusters Score -637184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -637186.062500 Penalty: 4225.518555
	Iteration 45Q: 3 clusters Score -637186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -637188.375000 Penalty: 4225.518555
	Iteration 46Q: 3 clusters Score -637188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -637191.187500 Penalty: 4225.518555
	Iteration 47Q: 3 clusters Score -637191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -637196.500000 Penalty: 4225.518555
	Iteration 48Q: 3 clusters Score -637196.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -637199.812500 Penalty: 4225.518555
	Iteration 49Q: 3 clusters Score -637199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -637205.500000 Penalty: 4225.518555
	Iteration 50Q: 3 clusters Score -637205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -637211.312500 Penalty: 4225.518555
	Iteration 51Q: 3 clusters Score -637211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -637216.937500 Penalty: 4225.518555
	Iteration 52Q: 3 clusters Score -637216.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -637223.125000 Penalty: 4225.518555
	Iteration 53Q: 3 clusters Score -637223.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -637229.937500 Penalty: 4225.518555
	Iteration 54Q: 3 clusters Score -637229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -637237.687500 Penalty: 4225.518555
	Iteration 55Q: 3 clusters Score -637237.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -637243.187500 Penalty: 4225.518555
	Iteration 56Q: 3 clusters Score -637243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -637247.187500 Penalty: 4225.518555
	Iteration 57Q: 3 clusters Score -637247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -637254.375000 Penalty: 4225.518555
	Iteration 58Q: 3 clusters Score -637254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -637258.937500 Penalty: 4225.518555
	Iteration 59Q: 3 clusters Score -637258.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -637266.062500 Penalty: 4225.518555
	Iteration 60F: 3 clusters Score -637266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -637273.937500 Penalty: 4225.518555
	Iteration 61Q: 3 clusters Score -637273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -637276.500000 Penalty: 4225.518555
	Iteration 62Q: 3 clusters Score -637276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -637281.437500 Penalty: 4225.518555
	Iteration 63Q: 3 clusters Score -637281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -637282.937500 Penalty: 4225.518555
	Iteration 64Q: 3 clusters Score -637282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -637283.625000 Penalty: 4225.518555
	Iteration 65Q: 3 clusters Score -637283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -637285.125000 Penalty: 4225.518555
	Iteration 66Q: 3 clusters Score -637285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -637286.437500 Penalty: 4225.518555
	Iteration 67Q: 3 clusters Score -637286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -637286.375000 Penalty: 4225.518555
	Iteration 68Q: 3 clusters Score -637286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -637289.187500 Penalty: 4225.518555
	Iteration 69Q: 3 clusters Score -637289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -637289.375000 Penalty: 4225.518555
	Iteration 70Q: 3 clusters Score -637289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -637289.375000 Penalty: 4225.518555
	Iteration 71F: 3 clusters Score -637289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 43057 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233686 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103937 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154304 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 177736 members 
Mstep: Class 15 contains 40092 members 
Mstep: Class 16 contains 65344 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62020 members 
Mstep: Class 21 contains 29318 members 
Mstep: Class 22 contains 165011 members 
Mstep: Class 24 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367056.000000 Penalty: 77098.109375
Iteration 159Q: 23 clusters Score -1.803671e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189851 members 
Mstep: Class 2 contains 43036 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233667 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103894 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76016 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154488 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 177641 members 
Mstep: Class 15 contains 40073 members 
Mstep: Class 16 contains 65320 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62117 members 
Mstep: Class 21 contains 29099 members 
Mstep: Class 22 contains 165151 members 
Mstep: Class 24 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367216.000000 Penalty: 77098.109375
Iteration 160F: 23 clusters Score -1.803672e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189876 members 
Mstep: Class 2 contains 43014 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233638 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103816 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76019 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154695 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 177539 members 
Mstep: Class 15 contains 40053 members 
Mstep: Class 16 contains 65317 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62188 members 
Mstep: Class 21 contains 28872 members 
Mstep: Class 22 contains 165322 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367568.000000 Penalty: 77098.109375
Iteration 161Q: 23 clusters Score -1.803676e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189889 members 
Mstep: Class 2 contains 42991 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233568 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103775 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76026 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154891 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11760 members 
Mstep: Class 14 contains 177450 members 
Mstep: Class 15 contains 40012 members 
Mstep: Class 16 contains 65317 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62256 members 
Mstep: Class 21 contains 28651 members 
Mstep: Class 22 contains 165523 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367648.000000 Penalty: 77098.109375
Iteration 162Q: 23 clusters Score -1.803676e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 42963 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233485 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103743 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76027 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155098 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11758 members 
Mstep: Class 14 contains 177359 members 
Mstep: Class 15 contains 39975 members 
Mstep: Class 16 contains 65321 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62339 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 165685 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367776.000000 Penalty: 77098.109375
Iteration 163Q: 23 clusters Score -1.803678e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 42937 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233429 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103708 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76031 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155271 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11764 members 
Mstep: Class 14 contains 177309 members 
Mstep: Class 15 contains 39946 members 
Mstep: Class 16 contains 65319 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62395 members 
Mstep: Class 21 contains 28235 members 
Mstep: Class 22 contains 165809 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367952.000000 Penalty: 77098.109375
Iteration 164Q: 23 clusters Score -1.80368e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190000 members 
Mstep: Class 2 contains 42914 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233373 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103661 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76039 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155381 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 177259 members 
Mstep: Class 15 contains 39912 members 
Mstep: Class 16 contains 65320 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62443 members 
Mstep: Class 21 contains 28041 members 
Mstep: Class 22 contains 166011 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368048.000000 Penalty: 77098.109375
Iteration 165Q: 23 clusters Score -1.80368e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190035 members 
Mstep: Class 2 contains 42901 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233296 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103606 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76054 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155543 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11754 members 
Mstep: Class 14 contains 177189 members 
Mstep: Class 15 contains 39891 members 
Mstep: Class 16 contains 65318 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62507 members 
Mstep: Class 21 contains 27813 members 
Mstep: Class 22 contains 166206 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368192.000000 Penalty: 77098.109375
Iteration 166Q: 23 clusters Score -1.803682e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190047 members 
Mstep: Class 2 contains 42883 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233243 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103547 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76063 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155671 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11749 members 
Mstep: Class 14 contains 177136 members 
Mstep: Class 15 contains 39877 members 
Mstep: Class 16 contains 65313 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62576 members 
Mstep: Class 21 contains 27573 members 
Mstep: Class 22 contains 166436 members 
Mstep: Class 24 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368608.000000 Penalty: 77098.109375
Iteration 167Q: 23 clusters Score -1.803686e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190092 members 
Mstep: Class 2 contains 42859 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233169 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103494 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76074 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155761 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11771 members 
Mstep: Class 14 contains 177066 members 
Mstep: Class 15 contains 39848 members 
Mstep: Class 16 contains 65308 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62654 members 
Mstep: Class 21 contains 27311 members 
Mstep: Class 22 contains 166706 members 
Mstep: Class 24 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368816.000000 Penalty: 77098.109375
Iteration 168Q: 23 clusters Score -1.803688e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190121 members 
Mstep: Class 2 contains 42836 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 233095 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103414 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76069 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155866 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 176994 members 
Mstep: Class 15 contains 39821 members 
Mstep: Class 16 contains 65299 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62765 members 
Mstep: Class 21 contains 27030 members 
Mstep: Class 22 contains 167006 members 
Mstep: Class 24 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369104.000000 Penalty: 77098.109375
Iteration 169Q: 23 clusters Score -1.803691e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190137 members 
Mstep: Class 2 contains 42805 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233052 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103302 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76055 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155935 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11815 members 
Mstep: Class 14 contains 176913 members 
Mstep: Class 15 contains 39789 members 
Mstep: Class 16 contains 65294 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62863 members 
Mstep: Class 21 contains 26768 members 
Mstep: Class 22 contains 167382 members 
Mstep: Class 24 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369152.000000 Penalty: 77098.109375
Iteration 170Q: 23 clusters Score -1.803692e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190159 members 
Mstep: Class 2 contains 42775 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233054 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103203 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76041 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155991 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11826 members 
Mstep: Class 14 contains 176826 members 
Mstep: Class 15 contains 39760 members 
Mstep: Class 16 contains 65277 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 62944 members 
Mstep: Class 21 contains 26522 members 
Mstep: Class 22 contains 167731 members 
Mstep: Class 24 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369248.000000 Penalty: 77098.109375
Iteration 171Q: 23 clusters Score -1.803692e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 42749 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233078 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103117 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 76003 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156021 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 176753 members 
Mstep: Class 15 contains 39736 members 
Mstep: Class 16 contains 65259 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63016 members 
Mstep: Class 21 contains 26333 members 
Mstep: Class 22 contains 168025 members 
Mstep: Class 24 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369376.000000 Penalty: 77098.109375
Iteration 172Q: 23 clusters Score -1.803694e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 42721 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233133 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 103048 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75967 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156065 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 176685 members 
Mstep: Class 15 contains 39718 members 
Mstep: Class 16 contains 65240 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63067 members 
Mstep: Class 21 contains 26121 members 
Mstep: Class 22 contains 168287 members 
Mstep: Class 24 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369072.000000 Penalty: 77098.109375
Iteration 173Q: 23 clusters Score -1.803691e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190250 members 
Mstep: Class 2 contains 42697 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233139 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102963 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75933 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156115 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11882 members 
Mstep: Class 14 contains 176626 members 
Mstep: Class 15 contains 39699 members 
Mstep: Class 16 contains 65222 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63124 members 
Mstep: Class 21 contains 25908 members 
Mstep: Class 22 contains 168555 members 
Mstep: Class 24 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369120.000000 Penalty: 77098.109375
Iteration 174Q: 23 clusters Score -1.803691e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190307 members 
Mstep: Class 2 contains 42675 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233136 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102879 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156135 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11890 members 
Mstep: Class 14 contains 176560 members 
Mstep: Class 15 contains 39687 members 
Mstep: Class 16 contains 65206 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63179 members 
Mstep: Class 21 contains 25701 members 
Mstep: Class 22 contains 168857 members 
Mstep: Class 24 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369312.000000 Penalty: 77098.109375
Iteration 175Q: 23 clusters Score -1.803693e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 42647 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233132 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102809 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75856 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156140 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 176454 members 
Mstep: Class 15 contains 39669 members 
Mstep: Class 16 contains 65189 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63249 members 
Mstep: Class 21 contains 25496 members 
Mstep: Class 22 contains 169199 members 
Mstep: Class 24 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369584.000000 Penalty: 77098.109375
Iteration 176Q: 23 clusters Score -1.803696e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190378 members 
Mstep: Class 2 contains 42638 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233180 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102721 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75837 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156158 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11943 members 
Mstep: Class 14 contains 176360 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 65178 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63288 members 
Mstep: Class 21 contains 25278 members 
Mstep: Class 22 contains 169492 members 
Mstep: Class 24 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369712.000000 Penalty: 77098.109375
Iteration 177Q: 23 clusters Score -1.803697e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190405 members 
Mstep: Class 2 contains 42626 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233203 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102636 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75813 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156212 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 11974 members 
Mstep: Class 14 contains 176273 members 
Mstep: Class 15 contains 39648 members 
Mstep: Class 16 contains 65161 members 
Mstep: Class 17 contains 2515 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63335 members 
Mstep: Class 21 contains 25063 members 
Mstep: Class 22 contains 169756 members 
Mstep: Class 24 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369696.000000 Penalty: 77098.109375
Iteration 178Q: 23 clusters Score -1.803697e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190431 members 
Mstep: Class 2 contains 42612 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 233200 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102550 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75776 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156220 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12016 members 
Mstep: Class 14 contains 176214 members 
Mstep: Class 15 contains 39638 members 
Mstep: Class 16 contains 65145 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63395 members 
Mstep: Class 21 contains 24872 members 
Mstep: Class 22 contains 170045 members 
Mstep: Class 24 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 179Q: 23 clusters Score -1.803701e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190459 members 
Mstep: Class 2 contains 42596 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233230 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102481 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75738 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156228 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12047 members 
Mstep: Class 14 contains 176154 members 
Mstep: Class 15 contains 39620 members 
Mstep: Class 16 contains 65124 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63432 members 
Mstep: Class 21 contains 24685 members 
Mstep: Class 22 contains 170318 members 
Mstep: Class 24 contains 4996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 180F: 23 clusters Score -1.8037e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190552 members 
Mstep: Class 2 contains 42575 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233221 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102391 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75704 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156219 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12070 members 
Mstep: Class 14 contains 176060 members 
Mstep: Class 15 contains 39613 members 
Mstep: Class 16 contains 65099 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63457 members 
Mstep: Class 21 contains 24505 members 
Mstep: Class 22 contains 170648 members 
Mstep: Class 24 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370096.000000 Penalty: 77098.109375
Iteration 181Q: 23 clusters Score -1.803701e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190640 members 
Mstep: Class 2 contains 42560 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233228 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102283 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75668 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156226 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 175974 members 
Mstep: Class 15 contains 39602 members 
Mstep: Class 16 contains 65080 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63470 members 
Mstep: Class 21 contains 24324 members 
Mstep: Class 22 contains 170968 members 
Mstep: Class 24 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 182Q: 23 clusters Score -1.8037e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190736 members 
Mstep: Class 2 contains 42540 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233228 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102192 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75631 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156242 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 14 contains 175888 members 
Mstep: Class 15 contains 39593 members 
Mstep: Class 16 contains 65063 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63489 members 
Mstep: Class 21 contains 24147 members 
Mstep: Class 22 contains 171258 members 
Mstep: Class 24 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369728.000000 Penalty: 77098.109375
Iteration 183Q: 23 clusters Score -1.803697e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190815 members 
Mstep: Class 2 contains 42512 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233266 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 102092 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75605 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156277 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12117 members 
Mstep: Class 14 contains 175793 members 
Mstep: Class 15 contains 39579 members 
Mstep: Class 16 contains 65043 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63519 members 
Mstep: Class 21 contains 23980 members 
Mstep: Class 22 contains 171526 members 
Mstep: Class 24 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369696.000000 Penalty: 77098.109375
Iteration 184Q: 23 clusters Score -1.803697e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 42501 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233311 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101978 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75583 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156291 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 175674 members 
Mstep: Class 15 contains 39556 members 
Mstep: Class 16 contains 65019 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63543 members 
Mstep: Class 21 contains 23826 members 
Mstep: Class 22 contains 171783 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 185Q: 23 clusters Score -1.803698e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 190977 members 
Mstep: Class 2 contains 42497 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233365 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101869 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75566 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156318 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 175569 members 
Mstep: Class 15 contains 39549 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63578 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 172040 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369744.000000 Penalty: 77098.109375
Iteration 186Q: 23 clusters Score -1.803697e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191039 members 
Mstep: Class 2 contains 42491 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233389 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101778 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75536 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156312 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12142 members 
Mstep: Class 14 contains 175482 members 
Mstep: Class 15 contains 39531 members 
Mstep: Class 16 contains 64980 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63613 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 172298 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 187Q: 23 clusters Score -1.803698e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 42484 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233397 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101683 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75512 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156315 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12166 members 
Mstep: Class 14 contains 175417 members 
Mstep: Class 15 contains 39508 members 
Mstep: Class 16 contains 64969 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63654 members 
Mstep: Class 21 contains 23407 members 
Mstep: Class 22 contains 172502 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 188Q: 23 clusters Score -1.803699e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 42468 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233436 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101578 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75493 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156319 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12189 members 
Mstep: Class 14 contains 175370 members 
Mstep: Class 15 contains 39485 members 
Mstep: Class 16 contains 64955 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63692 members 
Mstep: Class 21 contains 23271 members 
Mstep: Class 22 contains 172694 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 189Q: 23 clusters Score -1.8037e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191216 members 
Mstep: Class 2 contains 42449 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233443 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101504 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75470 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156269 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 175384 members 
Mstep: Class 15 contains 39472 members 
Mstep: Class 16 contains 64947 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63742 members 
Mstep: Class 21 contains 23144 members 
Mstep: Class 22 contains 172867 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370448.000000 Penalty: 77098.109375
Iteration 190Q: 23 clusters Score -1.803704e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191281 members 
Mstep: Class 2 contains 42441 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233437 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101430 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75435 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156239 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 175401 members 
Mstep: Class 15 contains 39457 members 
Mstep: Class 16 contains 64932 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63800 members 
Mstep: Class 21 contains 23004 members 
Mstep: Class 22 contains 173012 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370320.000000 Penalty: 77098.109375
Iteration 191Q: 23 clusters Score -1.803703e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191349 members 
Mstep: Class 2 contains 42431 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233469 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101346 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75415 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156233 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 175401 members 
Mstep: Class 15 contains 39443 members 
Mstep: Class 16 contains 64921 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63856 members 
Mstep: Class 21 contains 22868 members 
Mstep: Class 22 contains 173111 members 
Mstep: Class 24 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370304.000000 Penalty: 77098.109375
Iteration 192Q: 23 clusters Score -1.803703e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191406 members 
Mstep: Class 2 contains 42417 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233502 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75408 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156226 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12298 members 
Mstep: Class 14 contains 175405 members 
Mstep: Class 15 contains 39437 members 
Mstep: Class 16 contains 64903 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63883 members 
Mstep: Class 21 contains 22732 members 
Mstep: Class 22 contains 173215 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 193Q: 23 clusters Score -1.803703e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191436 members 
Mstep: Class 2 contains 42408 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233545 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101218 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75424 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156203 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12328 members 
Mstep: Class 14 contains 175436 members 
Mstep: Class 15 contains 39417 members 
Mstep: Class 16 contains 64890 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63919 members 
Mstep: Class 21 contains 22594 members 
Mstep: Class 22 contains 173286 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370480.000000 Penalty: 77098.109375
Iteration 194Q: 23 clusters Score -1.803705e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191518 members 
Mstep: Class 2 contains 42394 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233605 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101142 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75423 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156190 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 175435 members 
Mstep: Class 15 contains 39399 members 
Mstep: Class 16 contains 64878 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 63970 members 
Mstep: Class 21 contains 22478 members 
Mstep: Class 22 contains 173339 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370512.000000 Penalty: 77098.109375
Iteration 195Q: 23 clusters Score -1.803705e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191584 members 
Mstep: Class 2 contains 42377 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233680 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101092 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75430 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156197 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12347 members 
Mstep: Class 14 contains 175438 members 
Mstep: Class 15 contains 39373 members 
Mstep: Class 16 contains 64859 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64012 members 
Mstep: Class 21 contains 22353 members 
Mstep: Class 22 contains 173362 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370640.000000 Penalty: 77098.109375
Iteration 196Q: 23 clusters Score -1.803706e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 42371 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233772 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 101041 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75435 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156160 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 175401 members 
Mstep: Class 15 contains 39353 members 
Mstep: Class 16 contains 64833 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64075 members 
Mstep: Class 21 contains 22237 members 
Mstep: Class 22 contains 173395 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370416.000000 Penalty: 77098.109375
Iteration 197Q: 23 clusters Score -1.803704e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 42366 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233814 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100989 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156174 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12381 members 
Mstep: Class 14 contains 175353 members 
Mstep: Class 15 contains 39325 members 
Mstep: Class 16 contains 64809 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64117 members 
Mstep: Class 21 contains 22097 members 
Mstep: Class 22 contains 173470 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370304.000000 Penalty: 77098.109375
Iteration 198Q: 23 clusters Score -1.803703e+08 nChanged 1410
Entering ConstructFrom: 
Score: -180370304.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (191826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191826 members 
Entering Unmasked Estep 
Score: -25759712.000000 Penalty: 3016.757324
	Iteration 0F: 2 clusters Score -2.575971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -25635738.000000 Penalty: 6033.514648
	Iteration 0F: 3 clusters Score -2.563574e+07 nChanged 92139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -25689930.000000 Penalty: 6033.514648
	Iteration 1F: 3 clusters Score -2.568993e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -25691352.000000 Penalty: 6033.514648
	Iteration 2Q: 3 clusters Score -2.569135e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -25693358.000000 Penalty: 6033.514648
	Iteration 3Q: 3 clusters Score -2.569336e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -25696520.000000 Penalty: 6033.514648
	Iteration 4Q: 3 clusters Score -2.569652e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -25701906.000000 Penalty: 6033.514648
	Iteration 5Q: 3 clusters Score -2.570191e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 133614 members 
Entering Unmasked Estep 
Score: -25710396.000000 Penalty: 6033.514648
	Iteration 6F: 3 clusters Score -2.57104e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -25722150.000000 Penalty: 6033.514648
	Iteration 7F: 3 clusters Score -2.572215e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -25735252.000000 Penalty: 6033.514648
	Iteration 8F: 3 clusters Score -2.573525e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -25745660.000000 Penalty: 6033.514648
	Iteration 9F: 3 clusters Score -2.574566e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 181911 members 
Entering Unmasked Estep 
Score: -25751534.000000 Penalty: 6033.514648
	Iteration 10Q: 3 clusters Score -2.575153e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 185954 members 
Entering Unmasked Estep 
Score: -25754304.000000 Penalty: 6033.514648
	Iteration 11Q: 3 clusters Score -2.57543e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -25755662.000000 Penalty: 6033.514648
	Iteration 12Q: 3 clusters Score -2.575566e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -25756262.000000 Penalty: 6033.514648
	Iteration 13Q: 3 clusters Score -2.575626e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -25756612.000000 Penalty: 6033.514648
	Iteration 14Q: 3 clusters Score -2.575661e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -25756798.000000 Penalty: 6033.514648
	Iteration 15Q: 3 clusters Score -2.57568e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 190384 members 
Entering Unmasked Estep 
Score: -25756874.000000 Penalty: 6033.514648
	Iteration 16Q: 3 clusters Score -2.575687e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 190526 members 
Entering Unmasked Estep 
Score: -25756994.000000 Penalty: 6033.514648
	Iteration 17Q: 3 clusters Score -2.575699e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 190637 members 
Entering Unmasked Estep 
Score: -25757034.000000 Penalty: 6033.514648
	Iteration 18Q: 3 clusters Score -2.575703e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 190706 members 
Entering Unmasked Estep 
Score: -25757072.000000 Penalty: 6033.514648
	Iteration 19Q: 3 clusters Score -2.575707e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 190754 members 
Entering Unmasked Estep 
Score: -25757120.000000 Penalty: 6033.514648
	Iteration 20F: 3 clusters Score -2.575712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 190794 members 
Entering Unmasked Estep 
Score: -25757134.000000 Penalty: 6033.514648
	Iteration 21Q: 3 clusters Score -2.575713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 190825 members 
Entering Unmasked Estep 
Score: -25757182.000000 Penalty: 6033.514648
	Iteration 22Q: 3 clusters Score -2.575718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 190851 members 
Entering Unmasked Estep 
Score: -25757200.000000 Penalty: 6033.514648
	Iteration 23Q: 3 clusters Score -2.57572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -25757218.000000 Penalty: 6033.514648
	Iteration 24Q: 3 clusters Score -2.575722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 190894 members 
Entering Unmasked Estep 
Score: -25757186.000000 Penalty: 6033.514648
	Iteration 25Q: 3 clusters Score -2.575719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 190906 members 
Entering Unmasked Estep 
Score: -25757202.000000 Penalty: 6033.514648
	Iteration 26Q: 3 clusters Score -2.57572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 190920 members 
Entering Unmasked Estep 
Score: -25757220.000000 Penalty: 6033.514648
	Iteration 27Q: 3 clusters Score -2.575722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -25757246.000000 Penalty: 6033.514648
	Iteration 28Q: 3 clusters Score -2.575725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
Score: -25757264.000000 Penalty: 6033.514648
	Iteration 29Q: 3 clusters Score -2.575726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 190949 members 
Entering Unmasked Estep 
Score: -25757266.000000 Penalty: 6033.514648
	Iteration 30Q: 3 clusters Score -2.575727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 190954 members 
Entering Unmasked Estep 
Score: -25757284.000000 Penalty: 6033.514648
	Iteration 31Q: 3 clusters Score -2.575728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -25757296.000000 Penalty: 6033.514648
	Iteration 32Q: 3 clusters Score -2.57573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 190964 members 
Entering Unmasked Estep 
Score: -25757326.000000 Penalty: 6033.514648
	Iteration 33Q: 3 clusters Score -2.575733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 190968 members 
Entering Unmasked Estep 
Score: -25757314.000000 Penalty: 6033.514648
	Iteration 34Q: 3 clusters Score -2.575731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -25757310.000000 Penalty: 6033.514648
	Iteration 35Q: 3 clusters Score -2.575731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -25757308.000000 Penalty: 6033.514648
	Iteration 36Q: 3 clusters Score -2.575731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -25757308.000000 Penalty: 6033.514648
	Iteration 37F: 3 clusters Score -2.575731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Entering Unmasked Estep 
Score: -5748821.000000 Penalty: 2642.223145
	Iteration 0F: 2 clusters Score -5748821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5720057.500000 Penalty: 5284.446289
	Iteration 0F: 3 clusters Score -5720058 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5730804.500000 Penalty: 5284.446289
	Iteration 1F: 3 clusters Score -5730804 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5731425.500000 Penalty: 5284.446289
	Iteration 2Q: 3 clusters Score -5731426 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5732124.000000 Penalty: 5284.446289
	Iteration 3Q: 3 clusters Score -5732124 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5732997.500000 Penalty: 5284.446289
	Iteration 4Q: 3 clusters Score -5732998 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5734185.500000 Penalty: 5284.446289
	Iteration 5Q: 3 clusters Score -5734186 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5735613.500000 Penalty: 5284.446289
	Iteration 6F: 3 clusters Score -5735614 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -5737059.000000 Penalty: 5284.446289
	Iteration 7F: 3 clusters Score -5737059 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5738492.500000 Penalty: 5284.446289
	Iteration 8F: 3 clusters Score -5738492 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5739857.500000 Penalty: 5284.446289
	Iteration 9F: 3 clusters Score -5739858 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5740930.500000 Penalty: 5284.446289
	Iteration 10Q: 3 clusters Score -5740930 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -5741605.000000 Penalty: 5284.446289
	Iteration 11Q: 3 clusters Score -5741605 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -5741946.500000 Penalty: 5284.446289
	Iteration 12Q: 3 clusters Score -5741946 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5742154.000000 Penalty: 5284.446289
	Iteration 13Q: 3 clusters Score -5742154 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5742287.000000 Penalty: 5284.446289
	Iteration 14Q: 3 clusters Score -5742287 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -5742366.000000 Penalty: 5284.446289
	Iteration 15Q: 3 clusters Score -5742366 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -5742464.500000 Penalty: 5284.446289
	Iteration 16Q: 3 clusters Score -5742464 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5742542.000000 Penalty: 5284.446289
	Iteration 17Q: 3 clusters Score -5742542 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5742588.000000 Penalty: 5284.446289
	Iteration 18Q: 3 clusters Score -5742588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5742645.000000 Penalty: 5284.446289
	Iteration 19Q: 3 clusters Score -5742645 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -5742705.000000 Penalty: 5284.446289
	Iteration 20F: 3 clusters Score -5742705 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -5742748.000000 Penalty: 5284.446289
	Iteration 21Q: 3 clusters Score -5742748 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5742778.500000 Penalty: 5284.446289
	Iteration 22Q: 3 clusters Score -5742778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5742807.500000 Penalty: 5284.446289
	Iteration 23Q: 3 clusters Score -5742808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5742880.500000 Penalty: 5284.446289
	Iteration 24Q: 3 clusters Score -5742880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5742918.000000 Penalty: 5284.446289
	Iteration 25Q: 3 clusters Score -5742918 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5742944.500000 Penalty: 5284.446289
	Iteration 26Q: 3 clusters Score -5742944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5742932.000000 Penalty: 5284.446289
	Iteration 27Q: 3 clusters Score -5742932 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5742961.000000 Penalty: 5284.446289
	Iteration 28Q: 3 clusters Score -5742961 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -5742976.500000 Penalty: 5284.446289
	Iteration 29Q: 3 clusters Score -5742976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -5743008.500000 Penalty: 5284.446289
	Iteration 30Q: 3 clusters Score -5743008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5743019.500000 Penalty: 5284.446289
	Iteration 31Q: 3 clusters Score -5743020 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5743028.000000 Penalty: 5284.446289
	Iteration 32Q: 3 clusters Score -5743028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5743046.500000 Penalty: 5284.446289
	Iteration 33Q: 3 clusters Score -5743046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5743065.000000 Penalty: 5284.446289
	Iteration 34Q: 3 clusters Score -5743065 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5743071.500000 Penalty: 5284.446289
	Iteration 35Q: 3 clusters Score -5743072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -5743079.000000 Penalty: 5284.446289
	Iteration 36Q: 3 clusters Score -5743079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -5743091.000000 Penalty: 5284.446289
	Iteration 37Q: 3 clusters Score -5743091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -5743098.500000 Penalty: 5284.446289
	Iteration 38Q: 3 clusters Score -5743098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5743118.000000 Penalty: 5284.446289
	Iteration 39Q: 3 clusters Score -5743118 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5743118.000000 Penalty: 5284.446289
	Iteration 40F: 3 clusters Score -5743118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5743111.500000 Penalty: 5284.446289
	Iteration 41Q: 3 clusters Score -5743112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5743128.500000 Penalty: 5284.446289
	Iteration 42Q: 3 clusters Score -5743128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -5743138.500000 Penalty: 5284.446289
	Iteration 43Q: 3 clusters Score -5743138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5743138.500000 Penalty: 5284.446289
	Iteration 44Q: 3 clusters Score -5743138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5743138.500000 Penalty: 5284.446289
	Iteration 45Q: 3 clusters Score -5743138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5743135.000000 Penalty: 5284.446289
	Iteration 46Q: 3 clusters Score -5743135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5743141.000000 Penalty: 5284.446289
	Iteration 47Q: 3 clusters Score -5743141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5743150.000000 Penalty: 5284.446289
	Iteration 48Q: 3 clusters Score -5743150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5743149.000000 Penalty: 5284.446289
	Iteration 49Q: 3 clusters Score -5743149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5743159.000000 Penalty: 5284.446289
	Iteration 50Q: 3 clusters Score -5743159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5743149.500000 Penalty: 5284.446289
	Iteration 51Q: 3 clusters Score -5743150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5743159.000000 Penalty: 5284.446289
	Iteration 52Q: 3 clusters Score -5743159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -5743174.500000 Penalty: 5284.446289
	Iteration 53Q: 3 clusters Score -5743174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5743172.500000 Penalty: 5284.446289
	Iteration 54Q: 3 clusters Score -5743172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -5743181.000000 Penalty: 5284.446289
	Iteration 55Q: 3 clusters Score -5743181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5743180.500000 Penalty: 5284.446289
	Iteration 56Q: 3 clusters Score -5743180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5743182.500000 Penalty: 5284.446289
	Iteration 57Q: 3 clusters Score -5743182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5743184.500000 Penalty: 5284.446289
	Iteration 58Q: 3 clusters Score -5743184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5743208.000000 Penalty: 5284.446289
	Iteration 59Q: 3 clusters Score -5743208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5743212.500000 Penalty: 5284.446289
	Iteration 60F: 3 clusters Score -5743212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5743212.000000 Penalty: 5284.446289
	Iteration 61Q: 3 clusters Score -5743212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5743213.000000 Penalty: 5284.446289
	Iteration 62Q: 3 clusters Score -5743213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5743223.000000 Penalty: 5284.446289
	Iteration 63Q: 3 clusters Score -5743223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5743220.500000 Penalty: 5284.446289
	Iteration 64Q: 3 clusters Score -5743220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5743241.000000 Penalty: 5284.446289
	Iteration 65Q: 3 clusters Score -5743241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5743237.500000 Penalty: 5284.446289
	Iteration 66Q: 3 clusters Score -5743238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -5743235.500000 Penalty: 5284.446289
	Iteration 67Q: 3 clusters Score -5743236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5743231.000000 Penalty: 5284.446289
	Iteration 68Q: 3 clusters Score -5743231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5743246.000000 Penalty: 5284.446289
	Iteration 69Q: 3 clusters Score -5743246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5743237.000000 Penalty: 5284.446289
	Iteration 70Q: 3 clusters Score -5743237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5743234.500000 Penalty: 5284.446289
	Iteration 71Q: 3 clusters Score -5743234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5743242.500000 Penalty: 5284.446289
	Iteration 72Q: 3 clusters Score -5743242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5743240.000000 Penalty: 5284.446289
	Iteration 73Q: 3 clusters Score -5743240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5743259.500000 Penalty: 5284.446289
	Iteration 74Q: 3 clusters Score -5743260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5743263.500000 Penalty: 5284.446289
	Iteration 75Q: 3 clusters Score -5743264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5743279.000000 Penalty: 5284.446289
	Iteration 76Q: 3 clusters Score -5743279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5743301.000000 Penalty: 5284.446289
	Iteration 77Q: 3 clusters Score -5743301 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5743293.000000 Penalty: 5284.446289
	Iteration 78Q: 3 clusters Score -5743293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5743318.000000 Penalty: 5284.446289
	Iteration 79Q: 3 clusters Score -5743318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5743328.000000 Penalty: 5284.446289
	Iteration 80F: 3 clusters Score -5743328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5743355.500000 Penalty: 5284.446289
	Iteration 81Q: 3 clusters Score -5743356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5743359.500000 Penalty: 5284.446289
	Iteration 82Q: 3 clusters Score -5743360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5743372.500000 Penalty: 5284.446289
	Iteration 83Q: 3 clusters Score -5743372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -5743390.500000 Penalty: 5284.446289
	Iteration 84Q: 3 clusters Score -5743390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5743397.000000 Penalty: 5284.446289
	Iteration 85Q: 3 clusters Score -5743397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5743399.500000 Penalty: 5284.446289
	Iteration 86Q: 3 clusters Score -5743400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -5743407.000000 Penalty: 5284.446289
	Iteration 87Q: 3 clusters Score -5743407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5743410.000000 Penalty: 5284.446289
	Iteration 88Q: 3 clusters Score -5743410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -5743432.000000 Penalty: 5284.446289
	Iteration 89Q: 3 clusters Score -5743432 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5743438.000000 Penalty: 5284.446289
	Iteration 90Q: 3 clusters Score -5743438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5743448.000000 Penalty: 5284.446289
	Iteration 91Q: 3 clusters Score -5743448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -5743467.500000 Penalty: 5284.446289
	Iteration 92Q: 3 clusters Score -5743468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5743477.500000 Penalty: 5284.446289
	Iteration 93Q: 3 clusters Score -5743478 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -5743505.000000 Penalty: 5284.446289
	Iteration 94Q: 3 clusters Score -5743505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5743501.000000 Penalty: 5284.446289
	Iteration 95Q: 3 clusters Score -5743501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5743526.000000 Penalty: 5284.446289
	Iteration 96Q: 3 clusters Score -5743526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5743571.000000 Penalty: 5284.446289
	Iteration 97Q: 3 clusters Score -5743571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5743584.500000 Penalty: 5284.446289
	Iteration 98Q: 3 clusters Score -5743584 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -5743633.000000 Penalty: 5284.446289
	Iteration 99Q: 3 clusters Score -5743633 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -5743623.000000 Penalty: 5284.446289
	Iteration 100F: 3 clusters Score -5743623 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5743644.000000 Penalty: 5284.446289
	Iteration 101Q: 3 clusters Score -5743644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5743649.500000 Penalty: 5284.446289
	Iteration 102Q: 3 clusters Score -5743650 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5743676.500000 Penalty: 5284.446289
	Iteration 103Q: 3 clusters Score -5743676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5743702.000000 Penalty: 5284.446289
	Iteration 104Q: 3 clusters Score -5743702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -5743736.000000 Penalty: 5284.446289
	Iteration 105Q: 3 clusters Score -5743736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -5743759.500000 Penalty: 5284.446289
	Iteration 106Q: 3 clusters Score -5743760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -5743798.500000 Penalty: 5284.446289
	Iteration 107Q: 3 clusters Score -5743798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5743821.500000 Penalty: 5284.446289
	Iteration 108Q: 3 clusters Score -5743822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5743863.000000 Penalty: 5284.446289
	Iteration 109Q: 3 clusters Score -5743863 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -5743880.000000 Penalty: 5284.446289
	Iteration 110Q: 3 clusters Score -5743880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5743919.000000 Penalty: 5284.446289
	Iteration 111Q: 3 clusters Score -5743919 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -5743956.500000 Penalty: 5284.446289
	Iteration 112Q: 3 clusters Score -5743956 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5743981.500000 Penalty: 5284.446289
	Iteration 113Q: 3 clusters Score -5743982 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -5744021.500000 Penalty: 5284.446289
	Iteration 114Q: 3 clusters Score -5744022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5744059.500000 Penalty: 5284.446289
	Iteration 115Q: 3 clusters Score -5744060 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5744101.500000 Penalty: 5284.446289
	Iteration 116Q: 3 clusters Score -5744102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5744183.000000 Penalty: 5284.446289
	Iteration 117Q: 3 clusters Score -5744183 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5744244.500000 Penalty: 5284.446289
	Iteration 118Q: 3 clusters Score -5744244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5744292.500000 Penalty: 5284.446289
	Iteration 119Q: 3 clusters Score -5744292 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5744378.500000 Penalty: 5284.446289
	Iteration 120F: 3 clusters Score -5744378 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5744484.500000 Penalty: 5284.446289
	Iteration 121Q: 3 clusters Score -5744484 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5744573.000000 Penalty: 5284.446289
	Iteration 122Q: 3 clusters Score -5744573 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5744683.000000 Penalty: 5284.446289
	Iteration 123Q: 3 clusters Score -5744683 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -5744830.500000 Penalty: 5284.446289
	Iteration 124Q: 3 clusters Score -5744830 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -5744972.500000 Penalty: 5284.446289
	Iteration 125Q: 3 clusters Score -5744972 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5745083.000000 Penalty: 5284.446289
	Iteration 126Q: 3 clusters Score -5745083 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5745234.500000 Penalty: 5284.446289
	Iteration 127Q: 3 clusters Score -5745234 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5745314.000000 Penalty: 5284.446289
	Iteration 128Q: 3 clusters Score -5745314 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5745434.000000 Penalty: 5284.446289
	Iteration 129Q: 3 clusters Score -5745434 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5745545.500000 Penalty: 5284.446289
	Iteration 130Q: 3 clusters Score -5745546 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5745653.000000 Penalty: 5284.446289
	Iteration 131Q: 3 clusters Score -5745653 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5745758.000000 Penalty: 5284.446289
	Iteration 132Q: 3 clusters Score -5745758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5745825.000000 Penalty: 5284.446289
	Iteration 133Q: 3 clusters Score -5745825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5745891.000000 Penalty: 5284.446289
	Iteration 134Q: 3 clusters Score -5745891 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5745965.000000 Penalty: 5284.446289
	Iteration 135Q: 3 clusters Score -5745965 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5746030.000000 Penalty: 5284.446289
	Iteration 136Q: 3 clusters Score -5746030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5746122.000000 Penalty: 5284.446289
	Iteration 137Q: 3 clusters Score -5746122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5746172.500000 Penalty: 5284.446289
	Iteration 138Q: 3 clusters Score -5746172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5746234.000000 Penalty: 5284.446289
	Iteration 139Q: 3 clusters Score -5746234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -5746287.500000 Penalty: 5284.446289
	Iteration 140F: 3 clusters Score -5746288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5746341.000000 Penalty: 5284.446289
	Iteration 141Q: 3 clusters Score -5746341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5746361.500000 Penalty: 5284.446289
	Iteration 142Q: 3 clusters Score -5746362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5746399.500000 Penalty: 5284.446289
	Iteration 143Q: 3 clusters Score -5746400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5746419.000000 Penalty: 5284.446289
	Iteration 144Q: 3 clusters Score -5746419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5746432.000000 Penalty: 5284.446289
	Iteration 145Q: 3 clusters Score -5746432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5746455.000000 Penalty: 5284.446289
	Iteration 146Q: 3 clusters Score -5746455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5746467.500000 Penalty: 5284.446289
	Iteration 147Q: 3 clusters Score -5746468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -5746475.000000 Penalty: 5284.446289
	Iteration 148Q: 3 clusters Score -5746475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5746482.500000 Penalty: 5284.446289
	Iteration 149Q: 3 clusters Score -5746482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5746494.500000 Penalty: 5284.446289
	Iteration 150Q: 3 clusters Score -5746494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5746498.500000 Penalty: 5284.446289
	Iteration 151Q: 3 clusters Score -5746498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5746504.500000 Penalty: 5284.446289
	Iteration 152Q: 3 clusters Score -5746504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5746509.000000 Penalty: 5284.446289
	Iteration 153Q: 3 clusters Score -5746509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5746513.500000 Penalty: 5284.446289
	Iteration 154Q: 3 clusters Score -5746514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5746523.000000 Penalty: 5284.446289
	Iteration 155Q: 3 clusters Score -5746523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5746522.500000 Penalty: 5284.446289
	Iteration 156Q: 3 clusters Score -5746522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5746536.000000 Penalty: 5284.446289
	Iteration 157Q: 3 clusters Score -5746536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5746540.000000 Penalty: 5284.446289
	Iteration 158Q: 3 clusters Score -5746540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5746538.500000 Penalty: 5284.446289
	Iteration 159Q: 3 clusters Score -5746538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -5746545.000000 Penalty: 5284.446289
	Iteration 160F: 3 clusters Score -5746545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5746546.000000 Penalty: 5284.446289
	Iteration 161Q: 3 clusters Score -5746546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5746557.500000 Penalty: 5284.446289
	Iteration 162Q: 3 clusters Score -5746558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5746558.000000 Penalty: 5284.446289
	Iteration 163Q: 3 clusters Score -5746558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5746557.000000 Penalty: 5284.446289
	Iteration 164Q: 3 clusters Score -5746557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5746569.000000 Penalty: 5284.446289
	Iteration 165Q: 3 clusters Score -5746569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5746573.500000 Penalty: 5284.446289
	Iteration 166Q: 3 clusters Score -5746574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5746576.500000 Penalty: 5284.446289
	Iteration 167Q: 3 clusters Score -5746576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5746577.500000 Penalty: 5284.446289
	Iteration 168Q: 3 clusters Score -5746578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5746577.500000 Penalty: 5284.446289
	Iteration 169F: 3 clusters Score -5746578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -372253.375000 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -372253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -369103.000000 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -369103 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -369714.875000 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -369714.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -369905.218750 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -369905.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370053.250000 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -370053.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -370166.656250 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -370166.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -370257.625000 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -370257.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -370340.500000 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -370340.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -370403.843750 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -370403.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -370444.187500 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -370444.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -370486.437500 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -370486.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -370526.937500 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -370526.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -370557.718750 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -370557.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -370578.687500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -370578.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -370594.375000 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -370594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -370606.218750 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -370606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -370618.843750 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -370618.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -370631.125000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -370631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -370644.562500 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -370644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -370654.062500 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -370654.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370673.000000 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -370673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -370693.000000 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -370693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370708.156250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -370708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -370718.250000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -370718.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -370731.218750 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -370731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -370743.562500 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -370743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -370757.375000 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -370757.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -370777.875000 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -370777.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -370793.843750 Penalty: 3937.468994
	Iteration 27Q: 3 clusters Score -370793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -370808.406250 Penalty: 3937.468994
	Iteration 28Q: 3 clusters Score -370808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370819.156250 Penalty: 3937.468994
	Iteration 29Q: 3 clusters Score -370819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -370834.750000 Penalty: 3937.468994
	Iteration 30Q: 3 clusters Score -370834.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -370849.875000 Penalty: 3937.468994
	Iteration 31Q: 3 clusters Score -370849.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -370859.968750 Penalty: 3937.468994
	Iteration 32Q: 3 clusters Score -370860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -370871.593750 Penalty: 3937.468994
	Iteration 33Q: 3 clusters Score -370871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -370886.843750 Penalty: 3937.468994
	Iteration 34Q: 3 clusters Score -370886.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -370898.875000 Penalty: 3937.468994
	Iteration 35Q: 3 clusters Score -370898.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -370912.093750 Penalty: 3937.468994
	Iteration 36Q: 3 clusters Score -370912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -370922.312500 Penalty: 3937.468994
	Iteration 37Q: 3 clusters Score -370922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -370932.718750 Penalty: 3937.468994
	Iteration 38Q: 3 clusters Score -370932.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -370942.718750 Penalty: 3937.468994
	Iteration 39Q: 3 clusters Score -370942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -370950.781250 Penalty: 3937.468994
	Iteration 40F: 3 clusters Score -370950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -370962.281250 Penalty: 3937.468994
	Iteration 41Q: 3 clusters Score -370962.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -370978.906250 Penalty: 3937.468994
	Iteration 42Q: 3 clusters Score -370978.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -370995.812500 Penalty: 3937.468994
	Iteration 43Q: 3 clusters Score -370995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -371011.125000 Penalty: 3937.468994
	Iteration 44Q: 3 clusters Score -371011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -371024.343750 Penalty: 3937.468994
	Iteration 45Q: 3 clusters Score -371024.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -371042.875000 Penalty: 3937.468994
	Iteration 46Q: 3 clusters Score -371042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -371055.906250 Penalty: 3937.468994
	Iteration 47Q: 3 clusters Score -371055.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -371064.781250 Penalty: 3937.468994
	Iteration 48Q: 3 clusters Score -371064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -371069.250000 Penalty: 3937.468994
	Iteration 49Q: 3 clusters Score -371069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -371074.218750 Penalty: 3937.468994
	Iteration 50Q: 3 clusters Score -371074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -371077.781250 Penalty: 3937.468994
	Iteration 51Q: 3 clusters Score -371077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -371080.687500 Penalty: 3937.468994
	Iteration 52Q: 3 clusters Score -371080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -371082.687500 Penalty: 3937.468994
	Iteration 53Q: 3 clusters Score -371082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -371084.125000 Penalty: 3937.468994
	Iteration 54Q: 3 clusters Score -371084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -371084.125000 Penalty: 3937.468994
	Iteration 55F: 3 clusters Score -371084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (233829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233829 members 
Entering Unmasked Estep 
Score: -31275258.000000 Penalty: 3065.861816
	Iteration 0F: 2 clusters Score -3.127526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117118 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -31128006.000000 Penalty: 6131.723633
	Iteration 0F: 3 clusters Score -3.112801e+07 nChanged 112961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119661 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -31194506.000000 Penalty: 6131.723633
	Iteration 1F: 3 clusters Score -3.119451e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -31195378.000000 Penalty: 6131.723633
	Iteration 2Q: 3 clusters Score -3.119538e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125090 members 
Mstep: Class 2 contains 108739 members 
Entering Unmasked Estep 
Score: -31196230.000000 Penalty: 6131.723633
	Iteration 3Q: 3 clusters Score -3.119623e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -31197854.000000 Penalty: 6131.723633
	Iteration 4Q: 3 clusters Score -3.119785e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -31200942.000000 Penalty: 6131.723633
	Iteration 5Q: 3 clusters Score -3.120094e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -31207278.000000 Penalty: 6131.723633
	Iteration 6F: 3 clusters Score -3.120728e+07 nChanged 17448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -31219056.000000 Penalty: 6131.723633
	Iteration 7F: 3 clusters Score -3.121906e+07 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188337 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -31237274.000000 Penalty: 6131.723633
	Iteration 8F: 3 clusters Score -3.123727e+07 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209402 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -31255404.000000 Penalty: 6131.723633
	Iteration 9F: 3 clusters Score -3.12554e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224053 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -31266504.000000 Penalty: 6131.723633
	Iteration 10F: 3 clusters Score -3.12665e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230696 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -31270892.000000 Penalty: 6131.723633
	Iteration 11Q: 3 clusters Score -3.127089e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -31272026.000000 Penalty: 6131.723633
	Iteration 12Q: 3 clusters Score -3.127203e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31272346.000000 Penalty: 6131.723633
	Iteration 13Q: 3 clusters Score -3.127235e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233561 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31272432.000000 Penalty: 6131.723633
	Iteration 14Q: 3 clusters Score -3.127243e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233602 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31272514.000000 Penalty: 6131.723633
	Iteration 15Q: 3 clusters Score -3.127251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233621 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31272546.000000 Penalty: 6131.723633
	Iteration 16Q: 3 clusters Score -3.127255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233632 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31272566.000000 Penalty: 6131.723633
	Iteration 17Q: 3 clusters Score -3.127257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233638 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31272574.000000 Penalty: 6131.723633
	Iteration 18Q: 3 clusters Score -3.127257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233642 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31272580.000000 Penalty: 6131.723633
	Iteration 19Q: 3 clusters Score -3.127258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233642 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31272580.000000 Penalty: 6131.723633
	Iteration 20F: 3 clusters Score -3.127258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112599.750000 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112599.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112988.695312 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -112988.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113200.718750 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113200.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113421.226562 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113421.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113678.789062 Penalty: 3389.183594
	Iteration 4F: 3 clusters Score -113678.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -113914.320312 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -113914.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114243.218750 Penalty: 3389.183594
	Iteration 6F: 3 clusters Score -114243.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -114825.328125 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114825.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -114995.187500 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115034.984375 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -115035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115058.750000 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -115058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115065.890625 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -115065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115065.890625 Penalty: 3389.183594
	Iteration 12F: 3 clusters Score -115065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191826 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233829 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 100950 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75432 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156159 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 175325 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 64783 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 707 members 
Mstep: Class 20 contains 64171 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 173592 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
Score: -180369168.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180370304.000000 to -180369168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Entering Unmasked Estep 
Score: -13667424.000000 Penalty: 2857.550537
	Iteration 0F: 2 clusters Score -1.366742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -13600067.000000 Penalty: 5715.101074
	Iteration 0F: 3 clusters Score -1.360007e+07 nChanged 47692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -13627189.000000 Penalty: 5715.101074
	Iteration 1F: 3 clusters Score -1.362719e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -13628143.000000 Penalty: 5715.101074
	Iteration 2Q: 3 clusters Score -1.362814e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -13629463.000000 Penalty: 5715.101074
	Iteration 3Q: 3 clusters Score -1.362946e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -13631355.000000 Penalty: 5715.101074
	Iteration 4Q: 3 clusters Score -1.363136e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -13634423.000000 Penalty: 5715.101074
	Iteration 5F: 3 clusters Score -1.363442e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -13639298.000000 Penalty: 5715.101074
	Iteration 6F: 3 clusters Score -1.36393e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -13646039.000000 Penalty: 5715.101074
	Iteration 7F: 3 clusters Score -1.364604e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -13652864.000000 Penalty: 5715.101074
	Iteration 8F: 3 clusters Score -1.365286e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -13657461.000000 Penalty: 5715.101074
	Iteration 9F: 3 clusters Score -1.365746e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -13659603.000000 Penalty: 5715.101074
	Iteration 10Q: 3 clusters Score -1.36596e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -13660684.000000 Penalty: 5715.101074
	Iteration 11Q: 3 clusters Score -1.366068e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -13661300.000000 Penalty: 5715.101074
	Iteration 12Q: 3 clusters Score -1.36613e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -13661806.000000 Penalty: 5715.101074
	Iteration 13Q: 3 clusters Score -1.366181e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -13662110.000000 Penalty: 5715.101074
	Iteration 14Q: 3 clusters Score -1.366211e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -13662489.000000 Penalty: 5715.101074
	Iteration 15Q: 3 clusters Score -1.366249e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -13662807.000000 Penalty: 5715.101074
	Iteration 16Q: 3 clusters Score -1.366281e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -13663075.000000 Penalty: 5715.101074
	Iteration 17Q: 3 clusters Score -1.366308e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -13663311.000000 Penalty: 5715.101074
	Iteration 18Q: 3 clusters Score -1.366331e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -13663514.000000 Penalty: 5715.101074
	Iteration 19Q: 3 clusters Score -1.366351e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -13663729.000000 Penalty: 5715.101074
	Iteration 20F: 3 clusters Score -1.366373e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -13663914.000000 Penalty: 5715.101074
	Iteration 21Q: 3 clusters Score -1.366391e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -13664105.000000 Penalty: 5715.101074
	Iteration 22Q: 3 clusters Score -1.36641e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -13664255.000000 Penalty: 5715.101074
	Iteration 23Q: 3 clusters Score -1.366426e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -13664326.000000 Penalty: 5715.101074
	Iteration 24Q: 3 clusters Score -1.366433e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -13664471.000000 Penalty: 5715.101074
	Iteration 25Q: 3 clusters Score -1.366447e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -13664559.000000 Penalty: 5715.101074
	Iteration 26Q: 3 clusters Score -1.366456e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -13664653.000000 Penalty: 5715.101074
	Iteration 27Q: 3 clusters Score -1.366465e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -13664734.000000 Penalty: 5715.101074
	Iteration 28Q: 3 clusters Score -1.366473e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -13664786.000000 Penalty: 5715.101074
	Iteration 29Q: 3 clusters Score -1.366479e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -13664825.000000 Penalty: 5715.101074
	Iteration 30Q: 3 clusters Score -1.366482e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13664923.000000 Penalty: 5715.101074
	Iteration 31Q: 3 clusters Score -1.366492e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13664928.000000 Penalty: 5715.101074
	Iteration 32Q: 3 clusters Score -1.366493e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13664947.000000 Penalty: 5715.101074
	Iteration 33Q: 3 clusters Score -1.366495e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -13664976.000000 Penalty: 5715.101074
	Iteration 34Q: 3 clusters Score -1.366498e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13665012.000000 Penalty: 5715.101074
	Iteration 35Q: 3 clusters Score -1.366501e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13665034.000000 Penalty: 5715.101074
	Iteration 36Q: 3 clusters Score -1.366503e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13665040.000000 Penalty: 5715.101074
	Iteration 37Q: 3 clusters Score -1.366504e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13665064.000000 Penalty: 5715.101074
	Iteration 38Q: 3 clusters Score -1.366506e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13665073.000000 Penalty: 5715.101074
	Iteration 39Q: 3 clusters Score -1.366507e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13665086.000000 Penalty: 5715.101074
	Iteration 40F: 3 clusters Score -1.366509e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13665131.000000 Penalty: 5715.101074
	Iteration 41Q: 3 clusters Score -1.366513e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13665110.000000 Penalty: 5715.101074
	Iteration 42Q: 3 clusters Score -1.366511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13665086.000000 Penalty: 5715.101074
	Iteration 43Q: 3 clusters Score -1.366509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13665080.000000 Penalty: 5715.101074
	Iteration 44Q: 3 clusters Score -1.366508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -13665107.000000 Penalty: 5715.101074
	Iteration 45Q: 3 clusters Score -1.366511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13665120.000000 Penalty: 5715.101074
	Iteration 46Q: 3 clusters Score -1.366512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13665134.000000 Penalty: 5715.101074
	Iteration 47Q: 3 clusters Score -1.366513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13665132.000000 Penalty: 5715.101074
	Iteration 48Q: 3 clusters Score -1.366513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13665125.000000 Penalty: 5715.101074
	Iteration 49Q: 3 clusters Score -1.366512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13665133.000000 Penalty: 5715.101074
	Iteration 50Q: 3 clusters Score -1.366513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -13665137.000000 Penalty: 5715.101074
	Iteration 51Q: 3 clusters Score -1.366514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13665141.000000 Penalty: 5715.101074
	Iteration 52Q: 3 clusters Score -1.366514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13665145.000000 Penalty: 5715.101074
	Iteration 53Q: 3 clusters Score -1.366514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13665175.000000 Penalty: 5715.101074
	Iteration 54Q: 3 clusters Score -1.366518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13665176.000000 Penalty: 5715.101074
	Iteration 55Q: 3 clusters Score -1.366518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13665177.000000 Penalty: 5715.101074
	Iteration 56Q: 3 clusters Score -1.366518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13665166.000000 Penalty: 5715.101074
	Iteration 57Q: 3 clusters Score -1.366517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13665176.000000 Penalty: 5715.101074
	Iteration 58Q: 3 clusters Score -1.366518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13665186.000000 Penalty: 5715.101074
	Iteration 59Q: 3 clusters Score -1.366519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13665193.000000 Penalty: 5715.101074
	Iteration 60F: 3 clusters Score -1.366519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13665210.000000 Penalty: 5715.101074
	Iteration 61Q: 3 clusters Score -1.366521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13665207.000000 Penalty: 5715.101074
	Iteration 62Q: 3 clusters Score -1.366521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13665210.000000 Penalty: 5715.101074
	Iteration 63Q: 3 clusters Score -1.366521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -13665212.000000 Penalty: 5715.101074
	Iteration 64Q: 3 clusters Score -1.366521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13665226.000000 Penalty: 5715.101074
	Iteration 65Q: 3 clusters Score -1.366523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13665214.000000 Penalty: 5715.101074
	Iteration 66Q: 3 clusters Score -1.366521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13665215.000000 Penalty: 5715.101074
	Iteration 67Q: 3 clusters Score -1.366522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13665215.000000 Penalty: 5715.101074
	Iteration 68F: 3 clusters Score -1.366522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 329 members 
Entering Unmasked Estep 
Score: -79705.882812 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79705.88 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79986.804688 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -79986.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80146.242188 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80146.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80299.187500 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80299.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80411.960938 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80411.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80544.609375 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80544.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80674.125000 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80674.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80751.046875 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80751.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80761.664062 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80761.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80766.898438 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80772.375000 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -80772.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80775.039062 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -80775.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80776.492188 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -80776.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80776.492188 Penalty: 3231.297607
	Iteration 13F: 3 clusters Score -80776.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Entering Unmasked Estep 
Score: -10253400.000000 Penalty: 2785.284668
	Iteration 0F: 2 clusters Score -1.02534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -10202495.000000 Penalty: 5570.569336
	Iteration 0F: 3 clusters Score -1.02025e+07 nChanged 35464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -10222334.000000 Penalty: 5570.569336
	Iteration 1F: 3 clusters Score -1.022233e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -10222852.000000 Penalty: 5570.569336
	Iteration 2Q: 3 clusters Score -1.022285e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -10223365.000000 Penalty: 5570.569336
	Iteration 3Q: 3 clusters Score -1.022336e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -10224003.000000 Penalty: 5570.569336
	Iteration 4Q: 3 clusters Score -1.0224e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -10224845.000000 Penalty: 5570.569336
	Iteration 5Q: 3 clusters Score -1.022484e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -10225994.000000 Penalty: 5570.569336
	Iteration 6Q: 3 clusters Score -1.022599e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -10227800.000000 Penalty: 5570.569336
	Iteration 7Q: 3 clusters Score -1.02278e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -10230436.000000 Penalty: 5570.569336
	Iteration 8F: 3 clusters Score -1.023044e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -10234241.000000 Penalty: 5570.569336
	Iteration 9F: 3 clusters Score -1.023424e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -10238297.000000 Penalty: 5570.569336
	Iteration 10F: 3 clusters Score -1.02383e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -10241249.000000 Penalty: 5570.569336
	Iteration 11F: 3 clusters Score -1.024125e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -10242790.000000 Penalty: 5570.569336
	Iteration 12Q: 3 clusters Score -1.024279e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -10243629.000000 Penalty: 5570.569336
	Iteration 13Q: 3 clusters Score -1.024363e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -10244107.000000 Penalty: 5570.569336
	Iteration 14Q: 3 clusters Score -1.024411e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -10244539.000000 Penalty: 5570.569336
	Iteration 15Q: 3 clusters Score -1.024454e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -10245004.000000 Penalty: 5570.569336
	Iteration 16Q: 3 clusters Score -1.0245e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -10245484.000000 Penalty: 5570.569336
	Iteration 17Q: 3 clusters Score -1.024548e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -10245962.000000 Penalty: 5570.569336
	Iteration 18Q: 3 clusters Score -1.024596e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -10246507.000000 Penalty: 5570.569336
	Iteration 19Q: 3 clusters Score -1.024651e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -10246891.000000 Penalty: 5570.569336
	Iteration 20F: 3 clusters Score -1.024689e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -10247276.000000 Penalty: 5570.569336
	Iteration 21Q: 3 clusters Score -1.024728e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -10247684.000000 Penalty: 5570.569336
	Iteration 22Q: 3 clusters Score -1.024768e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -10248111.000000 Penalty: 5570.569336
	Iteration 23Q: 3 clusters Score -1.024811e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -10248412.000000 Penalty: 5570.569336
	Iteration 24Q: 3 clusters Score -1.024841e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -10248723.000000 Penalty: 5570.569336
	Iteration 25Q: 3 clusters Score -1.024872e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -10249013.000000 Penalty: 5570.569336
	Iteration 26Q: 3 clusters Score -1.024901e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -10249271.000000 Penalty: 5570.569336
	Iteration 27Q: 3 clusters Score -1.024927e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -10249531.000000 Penalty: 5570.569336
	Iteration 28Q: 3 clusters Score -1.024953e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -10249712.000000 Penalty: 5570.569336
	Iteration 29Q: 3 clusters Score -1.024971e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -10249850.000000 Penalty: 5570.569336
	Iteration 30Q: 3 clusters Score -1.024985e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -10250025.000000 Penalty: 5570.569336
	Iteration 31Q: 3 clusters Score -1.025002e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -10250122.000000 Penalty: 5570.569336
	Iteration 32Q: 3 clusters Score -1.025012e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -10250263.000000 Penalty: 5570.569336
	Iteration 33Q: 3 clusters Score -1.025026e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -10250383.000000 Penalty: 5570.569336
	Iteration 34Q: 3 clusters Score -1.025038e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -10250491.000000 Penalty: 5570.569336
	Iteration 35Q: 3 clusters Score -1.025049e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -10250561.000000 Penalty: 5570.569336
	Iteration 36Q: 3 clusters Score -1.025056e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10250687.000000 Penalty: 5570.569336
	Iteration 37Q: 3 clusters Score -1.025069e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -10250766.000000 Penalty: 5570.569336
	Iteration 38Q: 3 clusters Score -1.025077e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -10250846.000000 Penalty: 5570.569336
	Iteration 39Q: 3 clusters Score -1.025085e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -10250907.000000 Penalty: 5570.569336
	Iteration 40F: 3 clusters Score -1.025091e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -10250986.000000 Penalty: 5570.569336
	Iteration 41Q: 3 clusters Score -1.025099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -10251004.000000 Penalty: 5570.569336
	Iteration 42Q: 3 clusters Score -1.0251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -10251052.000000 Penalty: 5570.569336
	Iteration 43Q: 3 clusters Score -1.025105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -10251086.000000 Penalty: 5570.569336
	Iteration 44Q: 3 clusters Score -1.025109e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -10251141.000000 Penalty: 5570.569336
	Iteration 45Q: 3 clusters Score -1.025114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -10251173.000000 Penalty: 5570.569336
	Iteration 46Q: 3 clusters Score -1.025117e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -10251191.000000 Penalty: 5570.569336
	Iteration 47Q: 3 clusters Score -1.025119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -10251223.000000 Penalty: 5570.569336
	Iteration 48Q: 3 clusters Score -1.025122e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -10251208.000000 Penalty: 5570.569336
	Iteration 49Q: 3 clusters Score -1.025121e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -10251227.000000 Penalty: 5570.569336
	Iteration 50Q: 3 clusters Score -1.025123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -10251246.000000 Penalty: 5570.569336
	Iteration 51Q: 3 clusters Score -1.025125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -10251265.000000 Penalty: 5570.569336
	Iteration 52Q: 3 clusters Score -1.025126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -10251269.000000 Penalty: 5570.569336
	Iteration 53Q: 3 clusters Score -1.025127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -10251265.000000 Penalty: 5570.569336
	Iteration 54Q: 3 clusters Score -1.025126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -10251259.000000 Penalty: 5570.569336
	Iteration 55Q: 3 clusters Score -1.025126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -10251264.000000 Penalty: 5570.569336
	Iteration 56Q: 3 clusters Score -1.025126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -10251275.000000 Penalty: 5570.569336
	Iteration 57Q: 3 clusters Score -1.025128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -10251291.000000 Penalty: 5570.569336
	Iteration 58Q: 3 clusters Score -1.025129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -10251287.000000 Penalty: 5570.569336
	Iteration 59Q: 3 clusters Score -1.025129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -10251284.000000 Penalty: 5570.569336
	Iteration 60F: 3 clusters Score -1.025128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -10251281.000000 Penalty: 5570.569336
	Iteration 61Q: 3 clusters Score -1.025128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10251272.000000 Penalty: 5570.569336
	Iteration 62Q: 3 clusters Score -1.025127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -10251272.000000 Penalty: 5570.569336
	Iteration 63Q: 3 clusters Score -1.025127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -10251277.000000 Penalty: 5570.569336
	Iteration 64Q: 3 clusters Score -1.025128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -10251274.000000 Penalty: 5570.569336
	Iteration 65Q: 3 clusters Score -1.025127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -10251276.000000 Penalty: 5570.569336
	Iteration 66Q: 3 clusters Score -1.025128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -10251280.000000 Penalty: 5570.569336
	Iteration 67Q: 3 clusters Score -1.025128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -10251272.000000 Penalty: 5570.569336
	Iteration 68Q: 3 clusters Score -1.025127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -10251270.000000 Penalty: 5570.569336
	Iteration 69Q: 3 clusters Score -1.025127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -10251271.000000 Penalty: 5570.569336
	Iteration 70Q: 3 clusters Score -1.025127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -10251271.000000 Penalty: 5570.569336
	Iteration 71F: 3 clusters Score -1.025127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117207.937500 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117207.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117522.757812 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117522.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117694.101562 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117694.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117819.460938 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -117819.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117898.156250 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117898.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117972.523438 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117972.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118061.539062 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118061.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118159.742188 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118159.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118300.984375 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -118438.328125 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118438.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118592.890625 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118592.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118764.945312 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118764.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -118883.921875 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118950.039062 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119016.703125 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -119016.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -119062.750000 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -119062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119086.937500 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -119086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119124.257812 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -119124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -119165.242188 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -119165.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -119296.695312 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -119296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119479.828125 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -119479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119619.539062 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -119619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119628.335938 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -119628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119630.937500 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -119630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119632.867188 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -119632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119632.867188 Penalty: 3420.258789
	Iteration 25F: 3 clusters Score -119632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191826 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233829 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100950 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75432 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 156159 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 175325 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 64783 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 567 members 
Mstep: Class 20 contains 64171 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 173592 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
Score: -180369248.000000 Penalty: 80602.570312
Splitting cluster 9 changes total score from -180370304.000000 to -180369248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (156159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Entering Unmasked Estep 
Score: -21011734.000000 Penalty: 2965.740234
	Iteration 0F: 2 clusters Score -2.101173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -20909896.000000 Penalty: 5931.480469
	Iteration 0F: 3 clusters Score -2.09099e+07 nChanged 74953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -20953830.000000 Penalty: 5931.480469
	Iteration 1F: 3 clusters Score -2.095383e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -20955320.000000 Penalty: 5931.480469
	Iteration 2Q: 3 clusters Score -2.095532e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -20957830.000000 Penalty: 5931.480469
	Iteration 3Q: 3 clusters Score -2.095783e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -20962524.000000 Penalty: 5931.480469
	Iteration 4F: 3 clusters Score -2.096252e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -20970568.000000 Penalty: 5931.480469
	Iteration 5F: 3 clusters Score -2.097057e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -20982974.000000 Penalty: 5931.480469
	Iteration 6F: 3 clusters Score -2.098297e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -20995702.000000 Penalty: 5931.480469
	Iteration 7F: 3 clusters Score -2.09957e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -21003862.000000 Penalty: 5931.480469
	Iteration 8F: 3 clusters Score -2.100386e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153636 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21007248.000000 Penalty: 5931.480469
	Iteration 9Q: 3 clusters Score -2.100725e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21008364.000000 Penalty: 5931.480469
	Iteration 10Q: 3 clusters Score -2.100836e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21008780.000000 Penalty: 5931.480469
	Iteration 11Q: 3 clusters Score -2.100878e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155799 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21008928.000000 Penalty: 5931.480469
	Iteration 12Q: 3 clusters Score -2.100893e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21009002.000000 Penalty: 5931.480469
	Iteration 13Q: 3 clusters Score -2.1009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21009040.000000 Penalty: 5931.480469
	Iteration 14Q: 3 clusters Score -2.100904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21009066.000000 Penalty: 5931.480469
	Iteration 15Q: 3 clusters Score -2.100907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21009082.000000 Penalty: 5931.480469
	Iteration 16Q: 3 clusters Score -2.100908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21009090.000000 Penalty: 5931.480469
	Iteration 17Q: 3 clusters Score -2.100909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21009116.000000 Penalty: 5931.480469
	Iteration 18Q: 3 clusters Score -2.100912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21009116.000000 Penalty: 5931.480469
	Iteration 19Q: 3 clusters Score -2.100912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21009114.000000 Penalty: 5931.480469
	Iteration 20F: 3 clusters Score -2.100911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21009124.000000 Penalty: 5931.480469
	Iteration 21Q: 3 clusters Score -2.100912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21009120.000000 Penalty: 5931.480469
	Iteration 22Q: 3 clusters Score -2.100912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21009120.000000 Penalty: 5931.480469
	Iteration 23F: 3 clusters Score -2.100912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -625766.875000 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -625766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -621253.187500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -621253.2 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -622379.562500 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -622379.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622629.625000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -622629.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622781.000000 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -622781 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -622892.187500 Penalty: 4224.825195
	Iteration 4Q: 3 clusters Score -622892.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -622967.062500 Penalty: 4224.825195
	Iteration 5Q: 3 clusters Score -622967.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -623014.312500 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -623014.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -623049.375000 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -623049.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -623074.062500 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -623074.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -623091.500000 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -623091.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -623109.312500 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -623109.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -623122.312500 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -623122.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -623135.312500 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -623135.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -623145.000000 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -623145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -623157.062500 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -623157.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -623165.625000 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -623165.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -623173.750000 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -623173.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -623180.500000 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -623180.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -623190.312500 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -623190.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -623197.875000 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -623197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -623206.312500 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -623206.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -623214.375000 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -623214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -623221.750000 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -623221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -623229.187500 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -623229.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -623235.312500 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -623235.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -623245.875000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -623245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -623253.562500 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -623253.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -623263.375000 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -623263.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -623274.187500 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -623274.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -623282.562500 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -623282.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -623294.750000 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -623294.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -623304.312500 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -623304.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -623313.750000 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -623313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -623320.500000 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -623320.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -623331.437500 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -623331.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -623346.500000 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -623346.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -623355.125000 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -623355.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -623364.812500 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -623364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -623376.750000 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -623376.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -623392.250000 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -623392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -623404.875000 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -623404.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -623420.500000 Penalty: 4224.825195
	Iteration 41Q: 3 clusters Score -623420.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -623434.187500 Penalty: 4224.825195
	Iteration 42Q: 3 clusters Score -623434.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -623452.750000 Penalty: 4224.825195
	Iteration 43Q: 3 clusters Score -623452.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -623473.812500 Penalty: 4224.825195
	Iteration 44Q: 3 clusters Score -623473.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -623493.875000 Penalty: 4224.825195
	Iteration 45Q: 3 clusters Score -623493.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -623519.500000 Penalty: 4224.825195
	Iteration 46Q: 3 clusters Score -623519.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -623546.375000 Penalty: 4224.825195
	Iteration 47Q: 3 clusters Score -623546.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -623569.000000 Penalty: 4224.825195
	Iteration 48Q: 3 clusters Score -623569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -623594.250000 Penalty: 4224.825195
	Iteration 49Q: 3 clusters Score -623594.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -623618.000000 Penalty: 4224.825195
	Iteration 50Q: 3 clusters Score -623618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -623643.312500 Penalty: 4224.825195
	Iteration 51Q: 3 clusters Score -623643.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -623665.562500 Penalty: 4224.825195
	Iteration 52Q: 3 clusters Score -623665.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -623686.562500 Penalty: 4224.825195
	Iteration 53Q: 3 clusters Score -623686.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -623709.875000 Penalty: 4224.825195
	Iteration 54Q: 3 clusters Score -623709.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -623736.062500 Penalty: 4224.825195
	Iteration 55Q: 3 clusters Score -623736.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -623768.812500 Penalty: 4224.825195
	Iteration 56Q: 3 clusters Score -623768.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -623797.000000 Penalty: 4224.825195
	Iteration 57Q: 3 clusters Score -623797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -623820.750000 Penalty: 4224.825195
	Iteration 58Q: 3 clusters Score -623820.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -623858.000000 Penalty: 4224.825195
	Iteration 59Q: 3 clusters Score -623858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -623894.875000 Penalty: 4224.825195
	Iteration 60F: 3 clusters Score -623894.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -623925.750000 Penalty: 4224.825195
	Iteration 61Q: 3 clusters Score -623925.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -623956.375000 Penalty: 4224.825195
	Iteration 62Q: 3 clusters Score -623956.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -623987.687500 Penalty: 4224.825195
	Iteration 63Q: 3 clusters Score -623987.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -624015.687500 Penalty: 4224.825195
	Iteration 64Q: 3 clusters Score -624015.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -624044.625000 Penalty: 4224.825195
	Iteration 65Q: 3 clusters Score -624044.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -624079.812500 Penalty: 4224.825195
	Iteration 66Q: 3 clusters Score -624079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -624102.625000 Penalty: 4224.825195
	Iteration 67Q: 3 clusters Score -624102.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -624120.062500 Penalty: 4224.825195
	Iteration 68Q: 3 clusters Score -624120.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -624143.500000 Penalty: 4224.825195
	Iteration 69Q: 3 clusters Score -624143.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -624158.437500 Penalty: 4224.825195
	Iteration 70Q: 3 clusters Score -624158.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -624171.125000 Penalty: 4224.825195
	Iteration 71Q: 3 clusters Score -624171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -624182.375000 Penalty: 4224.825195
	Iteration 72Q: 3 clusters Score -624182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -624195.812500 Penalty: 4224.825195
	Iteration 73Q: 3 clusters Score -624195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -624208.000000 Penalty: 4224.825195
	Iteration 74Q: 3 clusters Score -624208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -624212.500000 Penalty: 4224.825195
	Iteration 75Q: 3 clusters Score -624212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -624219.187500 Penalty: 4224.825195
	Iteration 76Q: 3 clusters Score -624219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -624224.375000 Penalty: 4224.825195
	Iteration 77Q: 3 clusters Score -624224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -624234.500000 Penalty: 4224.825195
	Iteration 78Q: 3 clusters Score -624234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -624241.250000 Penalty: 4224.825195
	Iteration 79Q: 3 clusters Score -624241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -624244.000000 Penalty: 4224.825195
	Iteration 80F: 3 clusters Score -624244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -624244.625000 Penalty: 4224.825195
	Iteration 81Q: 3 clusters Score -624244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -624247.937500 Penalty: 4224.825195
	Iteration 82Q: 3 clusters Score -624247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -624250.000000 Penalty: 4224.825195
	Iteration 83Q: 3 clusters Score -624250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -624251.312500 Penalty: 4224.825195
	Iteration 84Q: 3 clusters Score -624251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -624253.687500 Penalty: 4224.825195
	Iteration 85Q: 3 clusters Score -624253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -624254.437500 Penalty: 4224.825195
	Iteration 86Q: 3 clusters Score -624254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -624257.625000 Penalty: 4224.825195
	Iteration 87Q: 3 clusters Score -624257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -624257.312500 Penalty: 4224.825195
	Iteration 88Q: 3 clusters Score -624257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -624258.812500 Penalty: 4224.825195
	Iteration 89Q: 3 clusters Score -624258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -624260.875000 Penalty: 4224.825195
	Iteration 90Q: 3 clusters Score -624260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -624261.062500 Penalty: 4224.825195
	Iteration 91Q: 3 clusters Score -624261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -624263.875000 Penalty: 4224.825195
	Iteration 92Q: 3 clusters Score -624263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -624264.625000 Penalty: 4224.825195
	Iteration 93Q: 3 clusters Score -624264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -624267.500000 Penalty: 4224.825195
	Iteration 94Q: 3 clusters Score -624267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -624269.312500 Penalty: 4224.825195
	Iteration 95Q: 3 clusters Score -624269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -624271.750000 Penalty: 4224.825195
	Iteration 96Q: 3 clusters Score -624271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -624273.312500 Penalty: 4224.825195
	Iteration 97Q: 3 clusters Score -624273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -624273.312500 Penalty: 4224.825195
	Iteration 98F: 3 clusters Score -624273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42524.410156 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42524.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42689.828125 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42689.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42747.085938 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42747.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42773.523438 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42773.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42784.789062 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42784.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42784.789062 Penalty: 2954.095215
	Iteration 5F: 3 clusters Score -42784.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Entering Unmasked Estep 
Score: -1570894.000000 Penalty: 2337.612061
	Iteration 0F: 2 clusters Score -1570894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1561760.125000 Penalty: 4675.224121
	Iteration 0F: 3 clusters Score -1561760 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1564658.750000 Penalty: 4675.224121
	Iteration 1F: 3 clusters Score -1564659 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1565068.125000 Penalty: 4675.224121
	Iteration 2F: 3 clusters Score -1565068 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1565430.500000 Penalty: 4675.224121
	Iteration 3F: 3 clusters Score -1565430 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1565774.125000 Penalty: 4675.224121
	Iteration 4Q: 3 clusters Score -1565774 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1566093.000000 Penalty: 4675.224121
	Iteration 5Q: 3 clusters Score -1566093 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1566378.125000 Penalty: 4675.224121
	Iteration 6Q: 3 clusters Score -1566378 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1566669.875000 Penalty: 4675.224121
	Iteration 7Q: 3 clusters Score -1566670 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1566998.500000 Penalty: 4675.224121
	Iteration 8Q: 3 clusters Score -1566998 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1567329.125000 Penalty: 4675.224121
	Iteration 9Q: 3 clusters Score -1567329 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1567700.250000 Penalty: 4675.224121
	Iteration 10Q: 3 clusters Score -1567700 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1568067.250000 Penalty: 4675.224121
	Iteration 11Q: 3 clusters Score -1568067 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1568383.500000 Penalty: 4675.224121
	Iteration 12Q: 3 clusters Score -1568384 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1568637.125000 Penalty: 4675.224121
	Iteration 13Q: 3 clusters Score -1568637 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1568829.750000 Penalty: 4675.224121
	Iteration 14Q: 3 clusters Score -1568830 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1568984.875000 Penalty: 4675.224121
	Iteration 15Q: 3 clusters Score -1568985 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1569106.125000 Penalty: 4675.224121
	Iteration 16Q: 3 clusters Score -1569106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1569187.000000 Penalty: 4675.224121
	Iteration 17Q: 3 clusters Score -1569187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1569239.625000 Penalty: 4675.224121
	Iteration 18Q: 3 clusters Score -1569240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1569272.375000 Penalty: 4675.224121
	Iteration 19Q: 3 clusters Score -1569272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1569293.000000 Penalty: 4675.224121
	Iteration 20F: 3 clusters Score -1569293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1569318.250000 Penalty: 4675.224121
	Iteration 21Q: 3 clusters Score -1569318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1569338.375000 Penalty: 4675.224121
	Iteration 22Q: 3 clusters Score -1569338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1569348.625000 Penalty: 4675.224121
	Iteration 23Q: 3 clusters Score -1569349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1569355.000000 Penalty: 4675.224121
	Iteration 24Q: 3 clusters Score -1569355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1569358.750000 Penalty: 4675.224121
	Iteration 25Q: 3 clusters Score -1569359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1569363.875000 Penalty: 4675.224121
	Iteration 26Q: 3 clusters Score -1569364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1569363.250000 Penalty: 4675.224121
	Iteration 27Q: 3 clusters Score -1569363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1569363.250000 Penalty: 4675.224121
	Iteration 28F: 3 clusters Score -1569363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Entering Unmasked Estep 
Score: -23590420.000000 Penalty: 2994.450439
	Iteration 0F: 2 clusters Score -2.359042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -23477942.000000 Penalty: 5988.900879
	Iteration 0F: 3 clusters Score -2.347794e+07 nChanged 84410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -23527184.000000 Penalty: 5988.900879
	Iteration 1F: 3 clusters Score -2.352718e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -23528958.000000 Penalty: 5988.900879
	Iteration 2Q: 3 clusters Score -2.352896e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -23531606.000000 Penalty: 5988.900879
	Iteration 3Q: 3 clusters Score -2.353161e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -23535544.000000 Penalty: 5988.900879
	Iteration 4Q: 3 clusters Score -2.353554e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -23541846.000000 Penalty: 5988.900879
	Iteration 5F: 3 clusters Score -2.354185e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -23550976.000000 Penalty: 5988.900879
	Iteration 6F: 3 clusters Score -2.355098e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -23561904.000000 Penalty: 5988.900879
	Iteration 7F: 3 clusters Score -2.35619e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -23571330.000000 Penalty: 5988.900879
	Iteration 8F: 3 clusters Score -2.357133e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -23576456.000000 Penalty: 5988.900879
	Iteration 9Q: 3 clusters Score -2.357646e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133901 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -23578696.000000 Penalty: 5988.900879
	Iteration 10Q: 3 clusters Score -2.35787e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -23579866.000000 Penalty: 5988.900879
	Iteration 11Q: 3 clusters Score -2.357987e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139494 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -23581166.000000 Penalty: 5988.900879
	Iteration 12Q: 3 clusters Score -2.358117e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -23582282.000000 Penalty: 5988.900879
	Iteration 13Q: 3 clusters Score -2.358228e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -23583382.000000 Penalty: 5988.900879
	Iteration 14Q: 3 clusters Score -2.358338e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -23584222.000000 Penalty: 5988.900879
	Iteration 15Q: 3 clusters Score -2.358422e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -23584996.000000 Penalty: 5988.900879
	Iteration 16Q: 3 clusters Score -2.3585e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152928 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -23585594.000000 Penalty: 5988.900879
	Iteration 17Q: 3 clusters Score -2.358559e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -23586152.000000 Penalty: 5988.900879
	Iteration 18Q: 3 clusters Score -2.358615e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -23586842.000000 Penalty: 5988.900879
	Iteration 19Q: 3 clusters Score -2.358684e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -23587222.000000 Penalty: 5988.900879
	Iteration 20F: 3 clusters Score -2.358722e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -23587650.000000 Penalty: 5988.900879
	Iteration 21Q: 3 clusters Score -2.358765e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -23587966.000000 Penalty: 5988.900879
	Iteration 22Q: 3 clusters Score -2.358797e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -23588144.000000 Penalty: 5988.900879
	Iteration 23Q: 3 clusters Score -2.358814e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -23588364.000000 Penalty: 5988.900879
	Iteration 24Q: 3 clusters Score -2.358836e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -23588528.000000 Penalty: 5988.900879
	Iteration 25Q: 3 clusters Score -2.358853e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -23588746.000000 Penalty: 5988.900879
	Iteration 26Q: 3 clusters Score -2.358875e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -23588814.000000 Penalty: 5988.900879
	Iteration 27Q: 3 clusters Score -2.358881e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -23588844.000000 Penalty: 5988.900879
	Iteration 28Q: 3 clusters Score -2.358884e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -23588908.000000 Penalty: 5988.900879
	Iteration 29Q: 3 clusters Score -2.358891e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -23588952.000000 Penalty: 5988.900879
	Iteration 30Q: 3 clusters Score -2.358895e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -23588978.000000 Penalty: 5988.900879
	Iteration 31Q: 3 clusters Score -2.358898e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -23588960.000000 Penalty: 5988.900879
	Iteration 32Q: 3 clusters Score -2.358896e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -23588952.000000 Penalty: 5988.900879
	Iteration 33Q: 3 clusters Score -2.358895e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -23588978.000000 Penalty: 5988.900879
	Iteration 34Q: 3 clusters Score -2.358898e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23588996.000000 Penalty: 5988.900879
	Iteration 35Q: 3 clusters Score -2.3589e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -23589000.000000 Penalty: 5988.900879
	Iteration 36Q: 3 clusters Score -2.3589e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171550 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -23589012.000000 Penalty: 5988.900879
	Iteration 37Q: 3 clusters Score -2.358901e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171729 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -23589016.000000 Penalty: 5988.900879
	Iteration 38Q: 3 clusters Score -2.358902e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -23589024.000000 Penalty: 5988.900879
	Iteration 39Q: 3 clusters Score -2.358902e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -23589046.000000 Penalty: 5988.900879
	Iteration 40F: 3 clusters Score -2.358905e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23589036.000000 Penalty: 5988.900879
	Iteration 41Q: 3 clusters Score -2.358904e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23589058.000000 Penalty: 5988.900879
	Iteration 42Q: 3 clusters Score -2.358906e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -23589052.000000 Penalty: 5988.900879
	Iteration 43Q: 3 clusters Score -2.358905e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172434 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -23589034.000000 Penalty: 5988.900879
	Iteration 44Q: 3 clusters Score -2.358903e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -23589036.000000 Penalty: 5988.900879
	Iteration 45Q: 3 clusters Score -2.358904e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -23589002.000000 Penalty: 5988.900879
	Iteration 46Q: 3 clusters Score -2.3589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23589026.000000 Penalty: 5988.900879
	Iteration 47Q: 3 clusters Score -2.358903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23589010.000000 Penalty: 5988.900879
	Iteration 48Q: 3 clusters Score -2.358901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23589020.000000 Penalty: 5988.900879
	Iteration 49Q: 3 clusters Score -2.358902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -23589008.000000 Penalty: 5988.900879
	Iteration 50Q: 3 clusters Score -2.358901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172787 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -23589020.000000 Penalty: 5988.900879
	Iteration 51Q: 3 clusters Score -2.358902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -23589016.000000 Penalty: 5988.900879
	Iteration 52Q: 3 clusters Score -2.358902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172856 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -23589020.000000 Penalty: 5988.900879
	Iteration 53Q: 3 clusters Score -2.358902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -23589000.000000 Penalty: 5988.900879
	Iteration 54Q: 3 clusters Score -2.3589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172911 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -23589006.000000 Penalty: 5988.900879
	Iteration 55Q: 3 clusters Score -2.358901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23589006.000000 Penalty: 5988.900879
	Iteration 56Q: 3 clusters Score -2.358901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23588986.000000 Penalty: 5988.900879
	Iteration 57Q: 3 clusters Score -2.358899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -23588992.000000 Penalty: 5988.900879
	Iteration 58Q: 3 clusters Score -2.358899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23588992.000000 Penalty: 5988.900879
	Iteration 59Q: 3 clusters Score -2.358899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23588992.000000 Penalty: 5988.900879
	Iteration 60F: 3 clusters Score -2.358899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -23588998.000000 Penalty: 5988.900879
	Iteration 61Q: 3 clusters Score -2.3589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -23589004.000000 Penalty: 5988.900879
	Iteration 62Q: 3 clusters Score -2.3589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -23588994.000000 Penalty: 5988.900879
	Iteration 63Q: 3 clusters Score -2.358899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173070 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -23588994.000000 Penalty: 5988.900879
	Iteration 64Q: 3 clusters Score -2.358899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23588980.000000 Penalty: 5988.900879
	Iteration 65Q: 3 clusters Score -2.358898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173094 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -23588998.000000 Penalty: 5988.900879
	Iteration 66Q: 3 clusters Score -2.3589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173109 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23588986.000000 Penalty: 5988.900879
	Iteration 67Q: 3 clusters Score -2.358899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23588962.000000 Penalty: 5988.900879
	Iteration 68Q: 3 clusters Score -2.358896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173136 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -23588960.000000 Penalty: 5988.900879
	Iteration 69Q: 3 clusters Score -2.358896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173142 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -23588970.000000 Penalty: 5988.900879
	Iteration 70Q: 3 clusters Score -2.358897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23588958.000000 Penalty: 5988.900879
	Iteration 71Q: 3 clusters Score -2.358896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173162 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -23588986.000000 Penalty: 5988.900879
	Iteration 72Q: 3 clusters Score -2.358899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23588984.000000 Penalty: 5988.900879
	Iteration 73Q: 3 clusters Score -2.358898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23588968.000000 Penalty: 5988.900879
	Iteration 74Q: 3 clusters Score -2.358897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -23588968.000000 Penalty: 5988.900879
	Iteration 75Q: 3 clusters Score -2.358897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173182 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23588968.000000 Penalty: 5988.900879
	Iteration 76Q: 3 clusters Score -2.358897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23588978.000000 Penalty: 5988.900879
	Iteration 77Q: 3 clusters Score -2.358898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23588966.000000 Penalty: 5988.900879
	Iteration 78Q: 3 clusters Score -2.358897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -23588964.000000 Penalty: 5988.900879
	Iteration 79Q: 3 clusters Score -2.358896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173192 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -23588966.000000 Penalty: 5988.900879
	Iteration 80F: 3 clusters Score -2.358897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23588978.000000 Penalty: 5988.900879
	Iteration 81Q: 3 clusters Score -2.358898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173202 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -23588966.000000 Penalty: 5988.900879
	Iteration 82Q: 3 clusters Score -2.358897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173206 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23588974.000000 Penalty: 5988.900879
	Iteration 83Q: 3 clusters Score -2.358897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173210 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -23588952.000000 Penalty: 5988.900879
	Iteration 84Q: 3 clusters Score -2.358895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -23588952.000000 Penalty: 5988.900879
	Iteration 85Q: 3 clusters Score -2.358895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23588968.000000 Penalty: 5988.900879
	Iteration 86Q: 3 clusters Score -2.358897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23588968.000000 Penalty: 5988.900879
	Iteration 87F: 3 clusters Score -2.358897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Entering Unmasked Estep 
Score: -5344220.000000 Penalty: 2623.567871
	Iteration 0F: 2 clusters Score -5344220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5317413.000000 Penalty: 5247.135742
	Iteration 0F: 3 clusters Score -5317413 nChanged 17909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5327238.500000 Penalty: 5247.135742
	Iteration 1F: 3 clusters Score -5327238 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5327739.500000 Penalty: 5247.135742
	Iteration 2Q: 3 clusters Score -5327740 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -5328138.500000 Penalty: 5247.135742
	Iteration 3Q: 3 clusters Score -5328138 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5328592.500000 Penalty: 5247.135742
	Iteration 4Q: 3 clusters Score -5328592 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5329094.000000 Penalty: 5247.135742
	Iteration 5Q: 3 clusters Score -5329094 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5329738.000000 Penalty: 5247.135742
	Iteration 6Q: 3 clusters Score -5329738 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5330558.000000 Penalty: 5247.135742
	Iteration 7Q: 3 clusters Score -5330558 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5331726.500000 Penalty: 5247.135742
	Iteration 8F: 3 clusters Score -5331726 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5333310.000000 Penalty: 5247.135742
	Iteration 9F: 3 clusters Score -5333310 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5335261.000000 Penalty: 5247.135742
	Iteration 10F: 3 clusters Score -5335261 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5337356.000000 Penalty: 5247.135742
	Iteration 11F: 3 clusters Score -5337356 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5339098.000000 Penalty: 5247.135742
	Iteration 12Q: 3 clusters Score -5339098 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5340110.000000 Penalty: 5247.135742
	Iteration 13Q: 3 clusters Score -5340110 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -5340605.500000 Penalty: 5247.135742
	Iteration 14Q: 3 clusters Score -5340606 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5340827.000000 Penalty: 5247.135742
	Iteration 15Q: 3 clusters Score -5340827 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -5340976.000000 Penalty: 5247.135742
	Iteration 16Q: 3 clusters Score -5340976 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5341079.000000 Penalty: 5247.135742
	Iteration 17Q: 3 clusters Score -5341079 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5341168.000000 Penalty: 5247.135742
	Iteration 18Q: 3 clusters Score -5341168 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5341245.500000 Penalty: 5247.135742
	Iteration 19Q: 3 clusters Score -5341246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -5341329.500000 Penalty: 5247.135742
	Iteration 20F: 3 clusters Score -5341330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -5341415.500000 Penalty: 5247.135742
	Iteration 21Q: 3 clusters Score -5341416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5341476.500000 Penalty: 5247.135742
	Iteration 22Q: 3 clusters Score -5341476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -5341546.000000 Penalty: 5247.135742
	Iteration 23Q: 3 clusters Score -5341546 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5341605.000000 Penalty: 5247.135742
	Iteration 24Q: 3 clusters Score -5341605 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5341650.000000 Penalty: 5247.135742
	Iteration 25Q: 3 clusters Score -5341650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -5341722.000000 Penalty: 5247.135742
	Iteration 26Q: 3 clusters Score -5341722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5341780.000000 Penalty: 5247.135742
	Iteration 27Q: 3 clusters Score -5341780 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5341831.500000 Penalty: 5247.135742
	Iteration 28Q: 3 clusters Score -5341832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5341874.000000 Penalty: 5247.135742
	Iteration 29Q: 3 clusters Score -5341874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5341922.500000 Penalty: 5247.135742
	Iteration 30Q: 3 clusters Score -5341922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5341962.000000 Penalty: 5247.135742
	Iteration 31Q: 3 clusters Score -5341962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5342014.500000 Penalty: 5247.135742
	Iteration 32Q: 3 clusters Score -5342014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5342033.500000 Penalty: 5247.135742
	Iteration 33Q: 3 clusters Score -5342034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5342056.000000 Penalty: 5247.135742
	Iteration 34Q: 3 clusters Score -5342056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5342081.000000 Penalty: 5247.135742
	Iteration 35Q: 3 clusters Score -5342081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5342094.000000 Penalty: 5247.135742
	Iteration 36Q: 3 clusters Score -5342094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5342116.000000 Penalty: 5247.135742
	Iteration 37Q: 3 clusters Score -5342116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5342138.000000 Penalty: 5247.135742
	Iteration 38Q: 3 clusters Score -5342138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -5342153.500000 Penalty: 5247.135742
	Iteration 39Q: 3 clusters Score -5342154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -5342166.500000 Penalty: 5247.135742
	Iteration 40F: 3 clusters Score -5342166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5342171.500000 Penalty: 5247.135742
	Iteration 41Q: 3 clusters Score -5342172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -5342180.500000 Penalty: 5247.135742
	Iteration 42Q: 3 clusters Score -5342180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5342187.000000 Penalty: 5247.135742
	Iteration 43Q: 3 clusters Score -5342187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5342198.000000 Penalty: 5247.135742
	Iteration 44Q: 3 clusters Score -5342198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -5342214.000000 Penalty: 5247.135742
	Iteration 45Q: 3 clusters Score -5342214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5342226.500000 Penalty: 5247.135742
	Iteration 46Q: 3 clusters Score -5342226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -5342228.000000 Penalty: 5247.135742
	Iteration 47Q: 3 clusters Score -5342228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5342244.500000 Penalty: 5247.135742
	Iteration 48Q: 3 clusters Score -5342244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5342255.500000 Penalty: 5247.135742
	Iteration 49Q: 3 clusters Score -5342256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5342259.000000 Penalty: 5247.135742
	Iteration 50Q: 3 clusters Score -5342259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5342254.500000 Penalty: 5247.135742
	Iteration 51Q: 3 clusters Score -5342254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -5342261.000000 Penalty: 5247.135742
	Iteration 52Q: 3 clusters Score -5342261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5342255.500000 Penalty: 5247.135742
	Iteration 53Q: 3 clusters Score -5342256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5342255.500000 Penalty: 5247.135742
	Iteration 54Q: 3 clusters Score -5342256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5342256.000000 Penalty: 5247.135742
	Iteration 55Q: 3 clusters Score -5342256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5342260.500000 Penalty: 5247.135742
	Iteration 56Q: 3 clusters Score -5342260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5342262.500000 Penalty: 5247.135742
	Iteration 57Q: 3 clusters Score -5342262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -5342261.000000 Penalty: 5247.135742
	Iteration 58Q: 3 clusters Score -5342261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5342267.500000 Penalty: 5247.135742
	Iteration 59Q: 3 clusters Score -5342268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -5342268.500000 Penalty: 5247.135742
	Iteration 60F: 3 clusters Score -5342268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5342269.500000 Penalty: 5247.135742
	Iteration 61Q: 3 clusters Score -5342270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5342269.000000 Penalty: 5247.135742
	Iteration 62Q: 3 clusters Score -5342269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5342270.000000 Penalty: 5247.135742
	Iteration 63Q: 3 clusters Score -5342270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5342268.000000 Penalty: 5247.135742
	Iteration 64Q: 3 clusters Score -5342268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5342264.500000 Penalty: 5247.135742
	Iteration 65Q: 3 clusters Score -5342264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5342261.500000 Penalty: 5247.135742
	Iteration 66Q: 3 clusters Score -5342262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5342263.500000 Penalty: 5247.135742
	Iteration 67Q: 3 clusters Score -5342264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5342268.000000 Penalty: 5247.135742
	Iteration 68Q: 3 clusters Score -5342268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5342267.500000 Penalty: 5247.135742
	Iteration 69Q: 3 clusters Score -5342268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5342262.500000 Penalty: 5247.135742
	Iteration 70Q: 3 clusters Score -5342262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5342270.500000 Penalty: 5247.135742
	Iteration 71Q: 3 clusters Score -5342270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5342269.500000 Penalty: 5247.135742
	Iteration 72Q: 3 clusters Score -5342270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5342264.000000 Penalty: 5247.135742
	Iteration 73Q: 3 clusters Score -5342264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5342270.000000 Penalty: 5247.135742
	Iteration 74Q: 3 clusters Score -5342270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5342264.500000 Penalty: 5247.135742
	Iteration 75Q: 3 clusters Score -5342264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5342264.500000 Penalty: 5247.135742
	Iteration 76F: 3 clusters Score -5342264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Entering Unmasked Estep 
Score: -8434805.000000 Penalty: 2747.541992
	Iteration 0F: 2 clusters Score -8434805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -8391361.000000 Penalty: 5495.083984
	Iteration 0F: 3 clusters Score -8391361 nChanged 30088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -8408195.000000 Penalty: 5495.083984
	Iteration 1F: 3 clusters Score -8408195 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8408757.000000 Penalty: 5495.083984
	Iteration 2Q: 3 clusters Score -8408757 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8409374.000000 Penalty: 5495.083984
	Iteration 3Q: 3 clusters Score -8409374 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -8410048.000000 Penalty: 5495.083984
	Iteration 4Q: 3 clusters Score -8410048 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -8410925.000000 Penalty: 5495.083984
	Iteration 5Q: 3 clusters Score -8410925 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -8412109.000000 Penalty: 5495.083984
	Iteration 6Q: 3 clusters Score -8412109 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8413854.000000 Penalty: 5495.083984
	Iteration 7F: 3 clusters Score -8413854 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -8416376.000000 Penalty: 5495.083984
	Iteration 8F: 3 clusters Score -8416376 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -8419618.000000 Penalty: 5495.083984
	Iteration 9F: 3 clusters Score -8419618 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -8423294.000000 Penalty: 5495.083984
	Iteration 10F: 3 clusters Score -8423294 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -8426708.000000 Penalty: 5495.083984
	Iteration 11F: 3 clusters Score -8426708 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8429179.000000 Penalty: 5495.083984
	Iteration 12Q: 3 clusters Score -8429179 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8430764.000000 Penalty: 5495.083984
	Iteration 13Q: 3 clusters Score -8430764 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8431539.000000 Penalty: 5495.083984
	Iteration 14Q: 3 clusters Score -8431539 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8431942.000000 Penalty: 5495.083984
	Iteration 15Q: 3 clusters Score -8431942 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8432238.000000 Penalty: 5495.083984
	Iteration 16Q: 3 clusters Score -8432238 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8432422.000000 Penalty: 5495.083984
	Iteration 17Q: 3 clusters Score -8432422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8432546.000000 Penalty: 5495.083984
	Iteration 18Q: 3 clusters Score -8432546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8432605.000000 Penalty: 5495.083984
	Iteration 19Q: 3 clusters Score -8432605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8432678.000000 Penalty: 5495.083984
	Iteration 20F: 3 clusters Score -8432678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8432705.000000 Penalty: 5495.083984
	Iteration 21Q: 3 clusters Score -8432705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8432729.000000 Penalty: 5495.083984
	Iteration 22Q: 3 clusters Score -8432729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8432747.000000 Penalty: 5495.083984
	Iteration 23Q: 3 clusters Score -8432747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8432756.000000 Penalty: 5495.083984
	Iteration 24Q: 3 clusters Score -8432756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8432784.000000 Penalty: 5495.083984
	Iteration 25Q: 3 clusters Score -8432784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8432784.000000 Penalty: 5495.083984
	Iteration 26Q: 3 clusters Score -8432784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8432795.000000 Penalty: 5495.083984
	Iteration 27Q: 3 clusters Score -8432795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8432797.000000 Penalty: 5495.083984
	Iteration 28Q: 3 clusters Score -8432797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8432791.000000 Penalty: 5495.083984
	Iteration 29Q: 3 clusters Score -8432791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8432794.000000 Penalty: 5495.083984
	Iteration 30Q: 3 clusters Score -8432794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8432789.000000 Penalty: 5495.083984
	Iteration 31Q: 3 clusters Score -8432789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8432796.000000 Penalty: 5495.083984
	Iteration 32Q: 3 clusters Score -8432796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8432800.000000 Penalty: 5495.083984
	Iteration 33Q: 3 clusters Score -8432800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8432803.000000 Penalty: 5495.083984
	Iteration 34Q: 3 clusters Score -8432803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8432806.000000 Penalty: 5495.083984
	Iteration 35Q: 3 clusters Score -8432806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8432807.000000 Penalty: 5495.083984
	Iteration 36Q: 3 clusters Score -8432807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8432808.000000 Penalty: 5495.083984
	Iteration 37Q: 3 clusters Score -8432808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8432812.000000 Penalty: 5495.083984
	Iteration 38Q: 3 clusters Score -8432812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8432812.000000 Penalty: 5495.083984
	Iteration 39F: 3 clusters Score -8432812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -356018.343750 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -356018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -353028.531250 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -353028.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -353575.125000 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -353575.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -353724.343750 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -353724.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353800.093750 Penalty: 3888.209473
	Iteration 3Q: 3 clusters Score -353800.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -353849.500000 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -353849.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -353877.562500 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -353877.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -353907.000000 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -353907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -353924.843750 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -353924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -353943.312500 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -353943.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353958.093750 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -353958.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353969.312500 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -353969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -353978.625000 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -353978.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -353986.875000 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -353986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -353994.062500 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -353994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -353999.437500 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -353999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -354003.343750 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -354003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -354008.093750 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -354008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -354012.875000 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -354012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -354017.187500 Penalty: 3888.209473
	Iteration 18Q: 3 clusters Score -354017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -354019.906250 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -354019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354021.687500 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -354021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354022.468750 Penalty: 3888.209473
	Iteration 21Q: 3 clusters Score -354022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354022.468750 Penalty: 3888.209473
	Iteration 22F: 3 clusters Score -354022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39737.449219 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39737.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39905.339844 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39905.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39979.367188 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -39979.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40023.503906 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40039.363281 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40039.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40069.382812 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40069.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40096.988281 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40096.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40127.257812 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40127.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40138.835938 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40138.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40154.300781 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40176.386719 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40176.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40178.617188 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -40178.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40181.421875 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -40181.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40186.359375 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -40186.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40189.207031 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -40189.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40194.859375 Penalty: 2920.883301
	Iteration 15Q: 3 clusters Score -40194.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40194.859375 Penalty: 2920.883301
	Iteration 16F: 3 clusters Score -40194.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Entering Unmasked Estep 
Score: -8656704.000000 Penalty: 2745.187988
	Iteration 0F: 2 clusters Score -8656704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -8613719.000000 Penalty: 5490.375977
	Iteration 0F: 3 clusters Score -8613719 nChanged 29902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -8630130.000000 Penalty: 5490.375977
	Iteration 1F: 3 clusters Score -8630130 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -8630577.000000 Penalty: 5490.375977
	Iteration 2Q: 3 clusters Score -8630577 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -8631071.000000 Penalty: 5490.375977
	Iteration 3Q: 3 clusters Score -8631071 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8631580.000000 Penalty: 5490.375977
	Iteration 4Q: 3 clusters Score -8631580 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8632216.000000 Penalty: 5490.375977
	Iteration 5Q: 3 clusters Score -8632216 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -8633109.000000 Penalty: 5490.375977
	Iteration 6Q: 3 clusters Score -8633109 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8634588.000000 Penalty: 5490.375977
	Iteration 7Q: 3 clusters Score -8634588 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8636876.000000 Penalty: 5490.375977
	Iteration 8F: 3 clusters Score -8636876 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -8640302.000000 Penalty: 5490.375977
	Iteration 9F: 3 clusters Score -8640302 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -8644594.000000 Penalty: 5490.375977
	Iteration 10F: 3 clusters Score -8644594 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -8648501.000000 Penalty: 5490.375977
	Iteration 11F: 3 clusters Score -8648501 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8651388.000000 Penalty: 5490.375977
	Iteration 12Q: 3 clusters Score -8651388 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -8652929.000000 Penalty: 5490.375977
	Iteration 13Q: 3 clusters Score -8652929 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -8653590.000000 Penalty: 5490.375977
	Iteration 14Q: 3 clusters Score -8653590 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8653910.000000 Penalty: 5490.375977
	Iteration 15Q: 3 clusters Score -8653910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -8654082.000000 Penalty: 5490.375977
	Iteration 16Q: 3 clusters Score -8654082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8654149.000000 Penalty: 5490.375977
	Iteration 17Q: 3 clusters Score -8654149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -8654204.000000 Penalty: 5490.375977
	Iteration 18Q: 3 clusters Score -8654204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8654228.000000 Penalty: 5490.375977
	Iteration 19Q: 3 clusters Score -8654228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -8654249.000000 Penalty: 5490.375977
	Iteration 20F: 3 clusters Score -8654249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -8654251.000000 Penalty: 5490.375977
	Iteration 21Q: 3 clusters Score -8654251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -8654268.000000 Penalty: 5490.375977
	Iteration 22Q: 3 clusters Score -8654268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -8654269.000000 Penalty: 5490.375977
	Iteration 23Q: 3 clusters Score -8654269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -8654281.000000 Penalty: 5490.375977
	Iteration 24Q: 3 clusters Score -8654281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -8654280.000000 Penalty: 5490.375977
	Iteration 25Q: 3 clusters Score -8654280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -8654295.000000 Penalty: 5490.375977
	Iteration 26Q: 3 clusters Score -8654295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -8654302.000000 Penalty: 5490.375977
	Iteration 27Q: 3 clusters Score -8654302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -8654309.000000 Penalty: 5490.375977
	Iteration 28Q: 3 clusters Score -8654309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -8654315.000000 Penalty: 5490.375977
	Iteration 29Q: 3 clusters Score -8654315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -8654326.000000 Penalty: 5490.375977
	Iteration 30Q: 3 clusters Score -8654326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -8654331.000000 Penalty: 5490.375977
	Iteration 31Q: 3 clusters Score -8654331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -8654327.000000 Penalty: 5490.375977
	Iteration 32Q: 3 clusters Score -8654327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -8654327.000000 Penalty: 5490.375977
	Iteration 33F: 3 clusters Score -8654327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Entering Unmasked Estep 
Score: -2918661.250000 Penalty: 2479.193848
	Iteration 0F: 2 clusters Score -2918661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2903449.000000 Penalty: 4958.387695
	Iteration 0F: 3 clusters Score -2903449 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2908439.500000 Penalty: 4958.387695
	Iteration 1F: 3 clusters Score -2908440 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2908875.500000 Penalty: 4958.387695
	Iteration 2F: 3 clusters Score -2908876 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2909361.500000 Penalty: 4958.387695
	Iteration 3Q: 3 clusters Score -2909362 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2909884.250000 Penalty: 4958.387695
	Iteration 4Q: 3 clusters Score -2909884 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2910480.500000 Penalty: 4958.387695
	Iteration 5Q: 3 clusters Score -2910480 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2911111.750000 Penalty: 4958.387695
	Iteration 6Q: 3 clusters Score -2911112 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2911773.250000 Penalty: 4958.387695
	Iteration 7Q: 3 clusters Score -2911773 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2912424.000000 Penalty: 4958.387695
	Iteration 8Q: 3 clusters Score -2912424 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2913053.000000 Penalty: 4958.387695
	Iteration 9Q: 3 clusters Score -2913053 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2913606.250000 Penalty: 4958.387695
	Iteration 10Q: 3 clusters Score -2913606 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2914022.500000 Penalty: 4958.387695
	Iteration 11Q: 3 clusters Score -2914022 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2914300.750000 Penalty: 4958.387695
	Iteration 12Q: 3 clusters Score -2914301 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2914503.750000 Penalty: 4958.387695
	Iteration 13Q: 3 clusters Score -2914504 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2914649.500000 Penalty: 4958.387695
	Iteration 14Q: 3 clusters Score -2914650 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2914760.750000 Penalty: 4958.387695
	Iteration 15Q: 3 clusters Score -2914761 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2914862.750000 Penalty: 4958.387695
	Iteration 16Q: 3 clusters Score -2914863 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2914920.750000 Penalty: 4958.387695
	Iteration 17Q: 3 clusters Score -2914921 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2914979.750000 Penalty: 4958.387695
	Iteration 18Q: 3 clusters Score -2914980 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2915025.500000 Penalty: 4958.387695
	Iteration 19Q: 3 clusters Score -2915026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2915053.500000 Penalty: 4958.387695
	Iteration 20F: 3 clusters Score -2915054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2915087.250000 Penalty: 4958.387695
	Iteration 21Q: 3 clusters Score -2915087 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2915104.750000 Penalty: 4958.387695
	Iteration 22Q: 3 clusters Score -2915105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2915135.000000 Penalty: 4958.387695
	Iteration 23Q: 3 clusters Score -2915135 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2915146.750000 Penalty: 4958.387695
	Iteration 24Q: 3 clusters Score -2915147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2915177.000000 Penalty: 4958.387695
	Iteration 25Q: 3 clusters Score -2915177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2915190.250000 Penalty: 4958.387695
	Iteration 26Q: 3 clusters Score -2915190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2915200.000000 Penalty: 4958.387695
	Iteration 27Q: 3 clusters Score -2915200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2915211.250000 Penalty: 4958.387695
	Iteration 28Q: 3 clusters Score -2915211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2915214.750000 Penalty: 4958.387695
	Iteration 29Q: 3 clusters Score -2915215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2915225.250000 Penalty: 4958.387695
	Iteration 30Q: 3 clusters Score -2915225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2915250.000000 Penalty: 4958.387695
	Iteration 31Q: 3 clusters Score -2915250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2915262.000000 Penalty: 4958.387695
	Iteration 32Q: 3 clusters Score -2915262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2915275.500000 Penalty: 4958.387695
	Iteration 33Q: 3 clusters Score -2915276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2915291.500000 Penalty: 4958.387695
	Iteration 34Q: 3 clusters Score -2915292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2915307.250000 Penalty: 4958.387695
	Iteration 35Q: 3 clusters Score -2915307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2915324.000000 Penalty: 4958.387695
	Iteration 36Q: 3 clusters Score -2915324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2915346.500000 Penalty: 4958.387695
	Iteration 37Q: 3 clusters Score -2915346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2915367.250000 Penalty: 4958.387695
	Iteration 38Q: 3 clusters Score -2915367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2915378.750000 Penalty: 4958.387695
	Iteration 39Q: 3 clusters Score -2915379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2915402.500000 Penalty: 4958.387695
	Iteration 40F: 3 clusters Score -2915402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2915415.750000 Penalty: 4958.387695
	Iteration 41Q: 3 clusters Score -2915416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2915434.500000 Penalty: 4958.387695
	Iteration 42Q: 3 clusters Score -2915434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2915445.750000 Penalty: 4958.387695
	Iteration 43Q: 3 clusters Score -2915446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2915475.750000 Penalty: 4958.387695
	Iteration 44Q: 3 clusters Score -2915476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2915481.750000 Penalty: 4958.387695
	Iteration 45Q: 3 clusters Score -2915482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2915500.250000 Penalty: 4958.387695
	Iteration 46Q: 3 clusters Score -2915500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2915512.500000 Penalty: 4958.387695
	Iteration 47Q: 3 clusters Score -2915512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2915517.250000 Penalty: 4958.387695
	Iteration 48Q: 3 clusters Score -2915517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2915537.750000 Penalty: 4958.387695
	Iteration 49Q: 3 clusters Score -2915538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2915546.500000 Penalty: 4958.387695
	Iteration 50Q: 3 clusters Score -2915546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2915561.000000 Penalty: 4958.387695
	Iteration 51Q: 3 clusters Score -2915561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2915580.500000 Penalty: 4958.387695
	Iteration 52Q: 3 clusters Score -2915580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2915598.500000 Penalty: 4958.387695
	Iteration 53Q: 3 clusters Score -2915598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2915610.250000 Penalty: 4958.387695
	Iteration 54Q: 3 clusters Score -2915610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2915610.500000 Penalty: 4958.387695
	Iteration 55Q: 3 clusters Score -2915610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2915632.000000 Penalty: 4958.387695
	Iteration 56Q: 3 clusters Score -2915632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2915644.500000 Penalty: 4958.387695
	Iteration 57Q: 3 clusters Score -2915644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2915661.750000 Penalty: 4958.387695
	Iteration 58Q: 3 clusters Score -2915662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2915676.750000 Penalty: 4958.387695
	Iteration 59Q: 3 clusters Score -2915677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2915685.500000 Penalty: 4958.387695
	Iteration 60F: 3 clusters Score -2915686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2915697.250000 Penalty: 4958.387695
	Iteration 61Q: 3 clusters Score -2915697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2915705.500000 Penalty: 4958.387695
	Iteration 62Q: 3 clusters Score -2915706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2915721.500000 Penalty: 4958.387695
	Iteration 63Q: 3 clusters Score -2915722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2915747.500000 Penalty: 4958.387695
	Iteration 64Q: 3 clusters Score -2915748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2915770.750000 Penalty: 4958.387695
	Iteration 65Q: 3 clusters Score -2915771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2915795.750000 Penalty: 4958.387695
	Iteration 66Q: 3 clusters Score -2915796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2915829.500000 Penalty: 4958.387695
	Iteration 67Q: 3 clusters Score -2915830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2915857.250000 Penalty: 4958.387695
	Iteration 68Q: 3 clusters Score -2915857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2915873.000000 Penalty: 4958.387695
	Iteration 69Q: 3 clusters Score -2915873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2915907.250000 Penalty: 4958.387695
	Iteration 70Q: 3 clusters Score -2915907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2915945.250000 Penalty: 4958.387695
	Iteration 71Q: 3 clusters Score -2915945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2915979.000000 Penalty: 4958.387695
	Iteration 72Q: 3 clusters Score -2915979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2916002.750000 Penalty: 4958.387695
	Iteration 73Q: 3 clusters Score -2916003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2916032.000000 Penalty: 4958.387695
	Iteration 74Q: 3 clusters Score -2916032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2916058.500000 Penalty: 4958.387695
	Iteration 75Q: 3 clusters Score -2916058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2916074.500000 Penalty: 4958.387695
	Iteration 76Q: 3 clusters Score -2916074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2916106.500000 Penalty: 4958.387695
	Iteration 77Q: 3 clusters Score -2916106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2916118.500000 Penalty: 4958.387695
	Iteration 78Q: 3 clusters Score -2916118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2916138.000000 Penalty: 4958.387695
	Iteration 79Q: 3 clusters Score -2916138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2916163.250000 Penalty: 4958.387695
	Iteration 80F: 3 clusters Score -2916163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2916189.000000 Penalty: 4958.387695
	Iteration 81Q: 3 clusters Score -2916189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2916209.000000 Penalty: 4958.387695
	Iteration 82Q: 3 clusters Score -2916209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2916238.000000 Penalty: 4958.387695
	Iteration 83Q: 3 clusters Score -2916238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2916268.750000 Penalty: 4958.387695
	Iteration 84Q: 3 clusters Score -2916269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2916292.250000 Penalty: 4958.387695
	Iteration 85Q: 3 clusters Score -2916292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2916322.250000 Penalty: 4958.387695
	Iteration 86Q: 3 clusters Score -2916322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2916355.250000 Penalty: 4958.387695
	Iteration 87Q: 3 clusters Score -2916355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2916376.500000 Penalty: 4958.387695
	Iteration 88Q: 3 clusters Score -2916376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2916397.000000 Penalty: 4958.387695
	Iteration 89Q: 3 clusters Score -2916397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2916418.000000 Penalty: 4958.387695
	Iteration 90Q: 3 clusters Score -2916418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2916430.750000 Penalty: 4958.387695
	Iteration 91Q: 3 clusters Score -2916431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2916444.250000 Penalty: 4958.387695
	Iteration 92Q: 3 clusters Score -2916444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2916458.000000 Penalty: 4958.387695
	Iteration 93Q: 3 clusters Score -2916458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2916462.250000 Penalty: 4958.387695
	Iteration 94Q: 3 clusters Score -2916462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2916472.500000 Penalty: 4958.387695
	Iteration 95Q: 3 clusters Score -2916472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2916481.500000 Penalty: 4958.387695
	Iteration 96Q: 3 clusters Score -2916482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2916492.750000 Penalty: 4958.387695
	Iteration 97Q: 3 clusters Score -2916493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2916503.000000 Penalty: 4958.387695
	Iteration 98Q: 3 clusters Score -2916503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2916515.500000 Penalty: 4958.387695
	Iteration 99Q: 3 clusters Score -2916516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2916519.750000 Penalty: 4958.387695
	Iteration 100F: 3 clusters Score -2916520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2916527.750000 Penalty: 4958.387695
	Iteration 101Q: 3 clusters Score -2916528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2916539.750000 Penalty: 4958.387695
	Iteration 102Q: 3 clusters Score -2916540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2916550.500000 Penalty: 4958.387695
	Iteration 103Q: 3 clusters Score -2916550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2916569.000000 Penalty: 4958.387695
	Iteration 104Q: 3 clusters Score -2916569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2916574.500000 Penalty: 4958.387695
	Iteration 105Q: 3 clusters Score -2916574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2916581.250000 Penalty: 4958.387695
	Iteration 106Q: 3 clusters Score -2916581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2916581.500000 Penalty: 4958.387695
	Iteration 107Q: 3 clusters Score -2916582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2916588.750000 Penalty: 4958.387695
	Iteration 108Q: 3 clusters Score -2916589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2916591.750000 Penalty: 4958.387695
	Iteration 109Q: 3 clusters Score -2916592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2916596.750000 Penalty: 4958.387695
	Iteration 110Q: 3 clusters Score -2916597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2916596.500000 Penalty: 4958.387695
	Iteration 111Q: 3 clusters Score -2916596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2916597.250000 Penalty: 4958.387695
	Iteration 112Q: 3 clusters Score -2916597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2916600.000000 Penalty: 4958.387695
	Iteration 113Q: 3 clusters Score -2916600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2916602.250000 Penalty: 4958.387695
	Iteration 114Q: 3 clusters Score -2916602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2916603.250000 Penalty: 4958.387695
	Iteration 115Q: 3 clusters Score -2916603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2916606.500000 Penalty: 4958.387695
	Iteration 116Q: 3 clusters Score -2916606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2916607.500000 Penalty: 4958.387695
	Iteration 117Q: 3 clusters Score -2916608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2916613.000000 Penalty: 4958.387695
	Iteration 118Q: 3 clusters Score -2916613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2916622.250000 Penalty: 4958.387695
	Iteration 119Q: 3 clusters Score -2916622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2916627.500000 Penalty: 4958.387695
	Iteration 120F: 3 clusters Score -2916628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2916636.000000 Penalty: 4958.387695
	Iteration 121Q: 3 clusters Score -2916636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2916640.250000 Penalty: 4958.387695
	Iteration 122Q: 3 clusters Score -2916640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2916647.500000 Penalty: 4958.387695
	Iteration 123Q: 3 clusters Score -2916648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2916649.750000 Penalty: 4958.387695
	Iteration 124Q: 3 clusters Score -2916650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2916653.500000 Penalty: 4958.387695
	Iteration 125Q: 3 clusters Score -2916654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2916654.500000 Penalty: 4958.387695
	Iteration 126Q: 3 clusters Score -2916654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2916664.750000 Penalty: 4958.387695
	Iteration 127Q: 3 clusters Score -2916665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2916664.000000 Penalty: 4958.387695
	Iteration 128Q: 3 clusters Score -2916664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2916664.000000 Penalty: 4958.387695
	Iteration 129F: 3 clusters Score -2916664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Entering Unmasked Estep 
Score: -23516276.000000 Penalty: 2991.986816
	Iteration 0F: 2 clusters Score -2.351628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -23402780.000000 Penalty: 5983.973633
	Iteration 0F: 3 clusters Score -2.340278e+07 nChanged 82975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -23450284.000000 Penalty: 5983.973633
	Iteration 1F: 3 clusters Score -2.345028e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -23451098.000000 Penalty: 5983.973633
	Iteration 2Q: 3 clusters Score -2.34511e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -23451982.000000 Penalty: 5983.973633
	Iteration 3Q: 3 clusters Score -2.345198e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -23453022.000000 Penalty: 5983.973633
	Iteration 4Q: 3 clusters Score -2.345302e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -23454040.000000 Penalty: 5983.973633
	Iteration 5Q: 3 clusters Score -2.345404e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -23455448.000000 Penalty: 5983.973633
	Iteration 6Q: 3 clusters Score -2.345545e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -23457602.000000 Penalty: 5983.973633
	Iteration 7Q: 3 clusters Score -2.34576e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -23461056.000000 Penalty: 5983.973633
	Iteration 8Q: 3 clusters Score -2.346106e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -23466262.000000 Penalty: 5983.973633
	Iteration 9F: 3 clusters Score -2.346626e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118857 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -23473564.000000 Penalty: 5983.973633
	Iteration 10F: 3 clusters Score -2.347356e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -23481860.000000 Penalty: 5983.973633
	Iteration 11F: 3 clusters Score -2.348186e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -23489640.000000 Penalty: 5983.973633
	Iteration 12F: 3 clusters Score -2.348964e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -23495950.000000 Penalty: 5983.973633
	Iteration 13Q: 3 clusters Score -2.349595e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -23500402.000000 Penalty: 5983.973633
	Iteration 14Q: 3 clusters Score -2.35004e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -23503600.000000 Penalty: 5983.973633
	Iteration 15Q: 3 clusters Score -2.35036e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -23506246.000000 Penalty: 5983.973633
	Iteration 16Q: 3 clusters Score -2.350625e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -23508476.000000 Penalty: 5983.973633
	Iteration 17Q: 3 clusters Score -2.350848e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -23509892.000000 Penalty: 5983.973633
	Iteration 18Q: 3 clusters Score -2.350989e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -23511000.000000 Penalty: 5983.973633
	Iteration 19Q: 3 clusters Score -2.3511e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -23511816.000000 Penalty: 5983.973633
	Iteration 20F: 3 clusters Score -2.351182e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -23512374.000000 Penalty: 5983.973633
	Iteration 21Q: 3 clusters Score -2.351237e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -23512770.000000 Penalty: 5983.973633
	Iteration 22Q: 3 clusters Score -2.351277e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171894 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -23513050.000000 Penalty: 5983.973633
	Iteration 23Q: 3 clusters Score -2.351305e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -23513188.000000 Penalty: 5983.973633
	Iteration 24Q: 3 clusters Score -2.351319e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -23513292.000000 Penalty: 5983.973633
	Iteration 25Q: 3 clusters Score -2.351329e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -23513380.000000 Penalty: 5983.973633
	Iteration 26Q: 3 clusters Score -2.351338e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -23513438.000000 Penalty: 5983.973633
	Iteration 27Q: 3 clusters Score -2.351344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23513466.000000 Penalty: 5983.973633
	Iteration 28Q: 3 clusters Score -2.351347e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23513500.000000 Penalty: 5983.973633
	Iteration 29Q: 3 clusters Score -2.35135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23513536.000000 Penalty: 5983.973633
	Iteration 30Q: 3 clusters Score -2.351354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -23513584.000000 Penalty: 5983.973633
	Iteration 31Q: 3 clusters Score -2.351358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172834 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -23513592.000000 Penalty: 5983.973633
	Iteration 32Q: 3 clusters Score -2.351359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -23513604.000000 Penalty: 5983.973633
	Iteration 33Q: 3 clusters Score -2.35136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -23513586.000000 Penalty: 5983.973633
	Iteration 34Q: 3 clusters Score -2.351359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23513582.000000 Penalty: 5983.973633
	Iteration 35Q: 3 clusters Score -2.351358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -23513600.000000 Penalty: 5983.973633
	Iteration 36Q: 3 clusters Score -2.35136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172879 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -23513606.000000 Penalty: 5983.973633
	Iteration 37Q: 3 clusters Score -2.351361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172888 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23513616.000000 Penalty: 5983.973633
	Iteration 38Q: 3 clusters Score -2.351362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -23513638.000000 Penalty: 5983.973633
	Iteration 39Q: 3 clusters Score -2.351364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172906 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -23513640.000000 Penalty: 5983.973633
	Iteration 40F: 3 clusters Score -2.351364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172908 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -23513638.000000 Penalty: 5983.973633
	Iteration 41Q: 3 clusters Score -2.351364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172911 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23513640.000000 Penalty: 5983.973633
	Iteration 42Q: 3 clusters Score -2.351364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172912 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23513648.000000 Penalty: 5983.973633
	Iteration 43Q: 3 clusters Score -2.351365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -23513652.000000 Penalty: 5983.973633
	Iteration 44Q: 3 clusters Score -2.351365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -23513652.000000 Penalty: 5983.973633
	Iteration 45Q: 3 clusters Score -2.351365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -23513652.000000 Penalty: 5983.973633
	Iteration 46Q: 3 clusters Score -2.351365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172919 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23513644.000000 Penalty: 5983.973633
	Iteration 47Q: 3 clusters Score -2.351364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172919 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23513644.000000 Penalty: 5983.973633
	Iteration 48F: 3 clusters Score -2.351364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -635987.500000 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -635987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -631453.437500 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -631453.4 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -632582.187500 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -632582.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -633002.687500 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -633002.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -633307.875000 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -633307.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -633554.687500 Penalty: 4223.236816
	Iteration 4F: 3 clusters Score -633554.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -633753.187500 Penalty: 4223.236816
	Iteration 5F: 3 clusters Score -633753.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -633893.312500 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -633893.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -634001.937500 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -634001.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -634099.375000 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -634099.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -634183.312500 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -634183.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -634244.250000 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -634244.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -634294.000000 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -634294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -634327.437500 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -634327.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -634354.625000 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -634354.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -634374.375000 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -634374.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -634387.062500 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -634387.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -634400.812500 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -634400.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -634410.000000 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -634410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -634417.500000 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -634417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -634421.187500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -634421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -634426.375000 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -634426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -634429.812500 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -634429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -634434.375000 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -634434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -634436.375000 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -634436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -634438.750000 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -634438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -634441.562500 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -634441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -634444.687500 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -634444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -634446.437500 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -634446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -634445.937500 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -634445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -634446.875000 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -634446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -634448.187500 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -634448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -634448.187500 Penalty: 4223.236816
	Iteration 31F: 3 clusters Score -634448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191826 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233829 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100950 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75432 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156159 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 175325 members 
Mstep: Class 15 contains 39297 members 
Mstep: Class 16 contains 64783 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64171 members 
Mstep: Class 21 contains 21955 members 
Mstep: Class 22 contains 173592 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370336.000000 Penalty: 77098.109375
Iteration 199Q: 23 clusters Score -1.803703e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 42365 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233834 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100948 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75425 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156106 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12438 members 
Mstep: Class 14 contains 175291 members 
Mstep: Class 15 contains 39281 members 
Mstep: Class 16 contains 64756 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64224 members 
Mstep: Class 21 contains 21813 members 
Mstep: Class 22 contains 173727 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370624.000000 Penalty: 77098.109375
Iteration 200F: 23 clusters Score -1.803706e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191948 members 
Mstep: Class 2 contains 42363 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233838 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100926 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 156050 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12463 members 
Mstep: Class 14 contains 175268 members 
Mstep: Class 15 contains 39272 members 
Mstep: Class 16 contains 64722 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64266 members 
Mstep: Class 21 contains 21674 members 
Mstep: Class 22 contains 173868 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370576.000000 Penalty: 77098.109375
Iteration 201Q: 23 clusters Score -1.803706e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191972 members 
Mstep: Class 2 contains 42360 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233843 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100916 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75440 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155984 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 14 contains 175243 members 
Mstep: Class 15 contains 39261 members 
Mstep: Class 16 contains 64691 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64314 members 
Mstep: Class 21 contains 21562 members 
Mstep: Class 22 contains 174011 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370976.000000 Penalty: 77098.109375
Iteration 202Q: 23 clusters Score -1.80371e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 42362 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 233868 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100896 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75427 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155937 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 175221 members 
Mstep: Class 15 contains 39251 members 
Mstep: Class 16 contains 64659 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64357 members 
Mstep: Class 21 contains 21450 members 
Mstep: Class 22 contains 174105 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371072.000000 Penalty: 77098.109375
Iteration 203Q: 23 clusters Score -1.803711e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192090 members 
Mstep: Class 2 contains 42358 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233912 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100875 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75427 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155888 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 175183 members 
Mstep: Class 15 contains 39235 members 
Mstep: Class 16 contains 64625 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64397 members 
Mstep: Class 21 contains 21351 members 
Mstep: Class 22 contains 174199 members 
Mstep: Class 24 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371360.000000 Penalty: 77098.109375
Iteration 204Q: 23 clusters Score -1.803714e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192115 members 
Mstep: Class 2 contains 42349 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 233962 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100845 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75408 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155815 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 175177 members 
Mstep: Class 15 contains 39239 members 
Mstep: Class 16 contains 64602 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64444 members 
Mstep: Class 21 contains 21253 members 
Mstep: Class 22 contains 174305 members 
Mstep: Class 24 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371296.000000 Penalty: 77098.109375
Iteration 205Q: 23 clusters Score -1.803713e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192146 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234002 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100806 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75407 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155740 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12608 members 
Mstep: Class 14 contains 175175 members 
Mstep: Class 15 contains 39234 members 
Mstep: Class 16 contains 64582 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64489 members 
Mstep: Class 21 contains 21140 members 
Mstep: Class 22 contains 174422 members 
Mstep: Class 24 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370944.000000 Penalty: 77098.109375
Iteration 206Q: 23 clusters Score -1.803709e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192174 members 
Mstep: Class 2 contains 42334 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234071 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100786 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75400 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155628 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12628 members 
Mstep: Class 14 contains 175160 members 
Mstep: Class 15 contains 39223 members 
Mstep: Class 16 contains 64558 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64538 members 
Mstep: Class 21 contains 21051 members 
Mstep: Class 22 contains 174551 members 
Mstep: Class 24 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370896.000000 Penalty: 77098.109375
Iteration 207Q: 23 clusters Score -1.803709e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192194 members 
Mstep: Class 2 contains 42335 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234139 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100771 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75392 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155530 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12658 members 
Mstep: Class 14 contains 175162 members 
Mstep: Class 15 contains 39222 members 
Mstep: Class 16 contains 64540 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64562 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 174643 members 
Mstep: Class 24 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370832.000000 Penalty: 77098.109375
Iteration 208Q: 23 clusters Score -1.803708e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192197 members 
Mstep: Class 2 contains 42329 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234198 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100768 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75387 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155435 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 14 contains 175182 members 
Mstep: Class 15 contains 39218 members 
Mstep: Class 16 contains 64521 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64573 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 174736 members 
Mstep: Class 24 contains 4982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370912.000000 Penalty: 77098.109375
Iteration 209Q: 23 clusters Score -1.803709e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192195 members 
Mstep: Class 2 contains 42326 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234265 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100772 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75377 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155312 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12712 members 
Mstep: Class 14 contains 175200 members 
Mstep: Class 15 contains 39219 members 
Mstep: Class 16 contains 64504 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64605 members 
Mstep: Class 21 contains 20803 members 
Mstep: Class 22 contains 174828 members 
Mstep: Class 24 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371248.000000 Penalty: 77098.109375
Iteration 210Q: 23 clusters Score -1.803712e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234330 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100766 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75378 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155190 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12731 members 
Mstep: Class 14 contains 175219 members 
Mstep: Class 15 contains 39216 members 
Mstep: Class 16 contains 64484 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64623 members 
Mstep: Class 21 contains 20725 members 
Mstep: Class 22 contains 174923 members 
Mstep: Class 24 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371280.000000 Penalty: 77098.109375
Iteration 211Q: 23 clusters Score -1.803713e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192224 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234352 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100748 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75391 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155098 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12754 members 
Mstep: Class 14 contains 175240 members 
Mstep: Class 15 contains 39215 members 
Mstep: Class 16 contains 64476 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64647 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 22 contains 175022 members 
Mstep: Class 24 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371248.000000 Penalty: 77098.109375
Iteration 212Q: 23 clusters Score -1.803712e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192242 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 234398 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100744 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75401 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154993 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12791 members 
Mstep: Class 14 contains 175231 members 
Mstep: Class 15 contains 39211 members 
Mstep: Class 16 contains 64465 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64668 members 
Mstep: Class 21 contains 20560 members 
Mstep: Class 22 contains 175114 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371024.000000 Penalty: 77098.109375
Iteration 213Q: 23 clusters Score -1.80371e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192279 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 234435 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100754 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75397 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154875 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12826 members 
Mstep: Class 14 contains 175205 members 
Mstep: Class 15 contains 39206 members 
Mstep: Class 16 contains 64457 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64690 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 175226 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 23 clusters Score -1.803707e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192310 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 234472 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100769 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75395 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154768 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 175184 members 
Mstep: Class 15 contains 39197 members 
Mstep: Class 16 contains 64443 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64717 members 
Mstep: Class 21 contains 20417 members 
Mstep: Class 22 contains 175310 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370640.000000 Penalty: 77098.109375
Iteration 215Q: 23 clusters Score -1.803706e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192363 members 
Mstep: Class 2 contains 42297 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234518 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100793 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75392 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154652 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12881 members 
Mstep: Class 14 contains 175180 members 
Mstep: Class 15 contains 39189 members 
Mstep: Class 16 contains 64440 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64740 members 
Mstep: Class 21 contains 20379 members 
Mstep: Class 22 contains 175311 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370672.000000 Penalty: 77098.109375
Iteration 216Q: 23 clusters Score -1.803707e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192394 members 
Mstep: Class 2 contains 42297 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234600 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100787 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75391 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154517 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12910 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39181 members 
Mstep: Class 16 contains 64430 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64757 members 
Mstep: Class 21 contains 20339 members 
Mstep: Class 22 contains 175333 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370480.000000 Penalty: 77098.109375
Iteration 217Q: 23 clusters Score -1.803705e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192450 members 
Mstep: Class 2 contains 42297 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234679 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100784 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75395 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154427 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12936 members 
Mstep: Class 14 contains 175188 members 
Mstep: Class 15 contains 39173 members 
Mstep: Class 16 contains 64414 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64769 members 
Mstep: Class 21 contains 20302 members 
Mstep: Class 22 contains 175313 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370432.000000 Penalty: 77098.109375
Iteration 218Q: 23 clusters Score -1.803704e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192511 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234724 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100785 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75405 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154331 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12959 members 
Mstep: Class 14 contains 175199 members 
Mstep: Class 15 contains 39167 members 
Mstep: Class 16 contains 64405 members 
Mstep: Class 17 contains 2529 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64784 members 
Mstep: Class 21 contains 20254 members 
Mstep: Class 22 contains 175299 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370496.000000 Penalty: 77098.109375
Iteration 219Q: 23 clusters Score -1.803705e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192570 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234768 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100782 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75405 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154295 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 12978 members 
Mstep: Class 14 contains 175198 members 
Mstep: Class 15 contains 39156 members 
Mstep: Class 16 contains 64396 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64807 members 
Mstep: Class 21 contains 20203 members 
Mstep: Class 22 contains 175266 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370480.000000 Penalty: 77098.109375
Iteration 220F: 23 clusters Score -1.803705e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192637 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234795 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100777 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75411 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154239 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 175181 members 
Mstep: Class 15 contains 39146 members 
Mstep: Class 16 contains 64388 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64826 members 
Mstep: Class 21 contains 20156 members 
Mstep: Class 22 contains 175267 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370480.000000 Penalty: 77098.109375
Iteration 221Q: 23 clusters Score -1.803705e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192712 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234838 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100759 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75421 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154174 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13041 members 
Mstep: Class 14 contains 175166 members 
Mstep: Class 15 contains 39138 members 
Mstep: Class 16 contains 64373 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64848 members 
Mstep: Class 21 contains 20122 members 
Mstep: Class 22 contains 175244 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370608.000000 Penalty: 77098.109375
Iteration 222Q: 23 clusters Score -1.803706e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 42289 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234887 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100736 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75428 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154102 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13069 members 
Mstep: Class 14 contains 175160 members 
Mstep: Class 15 contains 39132 members 
Mstep: Class 16 contains 64363 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64845 members 
Mstep: Class 21 contains 20083 members 
Mstep: Class 22 contains 175263 members 
Mstep: Class 24 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370336.000000 Penalty: 77098.109375
Iteration 223Q: 23 clusters Score -1.803703e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234901 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100721 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75431 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154034 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13096 members 
Mstep: Class 14 contains 175173 members 
Mstep: Class 15 contains 39133 members 
Mstep: Class 16 contains 64355 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64856 members 
Mstep: Class 21 contains 20033 members 
Mstep: Class 22 contains 175290 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370384.000000 Penalty: 77098.109375
Iteration 224Q: 23 clusters Score -1.803704e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 42284 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234935 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100699 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153974 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39134 members 
Mstep: Class 16 contains 64348 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64853 members 
Mstep: Class 21 contains 19967 members 
Mstep: Class 22 contains 175332 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370448.000000 Penalty: 77098.109375
Iteration 225Q: 23 clusters Score -1.803704e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234960 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100677 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75426 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153944 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13158 members 
Mstep: Class 14 contains 175207 members 
Mstep: Class 15 contains 39132 members 
Mstep: Class 16 contains 64334 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64867 members 
Mstep: Class 21 contains 19897 members 
Mstep: Class 22 contains 175370 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370544.000000 Penalty: 77098.109375
Iteration 226Q: 23 clusters Score -1.803705e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192899 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234990 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100666 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75418 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153909 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 175210 members 
Mstep: Class 15 contains 39128 members 
Mstep: Class 16 contains 64328 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64878 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 175402 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 23 clusters Score -1.803703e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192922 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235023 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100658 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75409 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153901 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13242 members 
Mstep: Class 14 contains 175199 members 
Mstep: Class 15 contains 39122 members 
Mstep: Class 16 contains 64318 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64893 members 
Mstep: Class 21 contains 19766 members 
Mstep: Class 22 contains 175397 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 23 clusters Score -1.803703e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192967 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235064 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100650 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75404 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153864 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13270 members 
Mstep: Class 14 contains 175189 members 
Mstep: Class 15 contains 39121 members 
Mstep: Class 16 contains 64314 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64891 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 175388 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 23 clusters Score -1.803704e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192982 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235096 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100644 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75405 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153870 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13293 members 
Mstep: Class 14 contains 175182 members 
Mstep: Class 15 contains 39119 members 
Mstep: Class 16 contains 64309 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64895 members 
Mstep: Class 21 contains 19681 members 
Mstep: Class 22 contains 175370 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 23 clusters Score -1.803704e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 42292 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235117 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100631 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75404 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153927 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13306 members 
Mstep: Class 14 contains 175181 members 
Mstep: Class 15 contains 39121 members 
Mstep: Class 16 contains 64298 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64897 members 
Mstep: Class 21 contains 19628 members 
Mstep: Class 22 contains 175329 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 23 clusters Score -1.803704e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193020 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235163 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100618 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75399 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153966 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 175179 members 
Mstep: Class 15 contains 39123 members 
Mstep: Class 16 contains 64289 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64903 members 
Mstep: Class 21 contains 19581 members 
Mstep: Class 22 contains 175284 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 23 clusters Score -1.803702e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193026 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235196 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100605 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75398 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 153976 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 175189 members 
Mstep: Class 15 contains 39125 members 
Mstep: Class 16 contains 64278 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64912 members 
Mstep: Class 21 contains 19532 members 
Mstep: Class 22 contains 175273 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 233Q: 23 clusters Score -1.8037e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193046 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235222 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100578 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75383 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154007 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13341 members 
Mstep: Class 14 contains 175209 members 
Mstep: Class 15 contains 39117 members 
Mstep: Class 16 contains 64273 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64920 members 
Mstep: Class 21 contains 19488 members 
Mstep: Class 22 contains 175246 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 234Q: 23 clusters Score -1.803701e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193059 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235254 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100556 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75382 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154030 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 175230 members 
Mstep: Class 15 contains 39115 members 
Mstep: Class 16 contains 64267 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64914 members 
Mstep: Class 21 contains 19455 members 
Mstep: Class 22 contains 175215 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 235Q: 23 clusters Score -1.8037e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193082 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235267 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100540 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75380 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154060 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13370 members 
Mstep: Class 14 contains 175246 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 16 contains 64265 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64931 members 
Mstep: Class 21 contains 19409 members 
Mstep: Class 22 contains 175170 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 236Q: 23 clusters Score -1.8037e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193106 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235250 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100512 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75383 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154084 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13390 members 
Mstep: Class 14 contains 175263 members 
Mstep: Class 15 contains 39118 members 
Mstep: Class 16 contains 64265 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64950 members 
Mstep: Class 21 contains 19360 members 
Mstep: Class 22 contains 175141 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370080.000000 Penalty: 77098.109375
Iteration 237Q: 23 clusters Score -1.803701e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193129 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235226 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100492 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75383 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154069 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13406 members 
Mstep: Class 14 contains 175281 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 16 contains 64263 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64966 members 
Mstep: Class 21 contains 19331 members 
Mstep: Class 22 contains 175159 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 238Q: 23 clusters Score -1.803698e+08 nChanged 504
Entering ConstructFrom: 
Score: -180369840.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193143 members 
Entering Unmasked Estep 
Score: -25939808.000000 Penalty: 3018.454346
	Iteration 0F: 2 clusters Score -2.593981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96365 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -25815492.000000 Penalty: 6036.908691
	Iteration 0F: 3 clusters Score -2.581549e+07 nChanged 92713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -25870086.000000 Penalty: 6036.908691
	Iteration 1F: 3 clusters Score -2.587009e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 100357 members 
Entering Unmasked Estep 
Score: -25871674.000000 Penalty: 6036.908691
	Iteration 2Q: 3 clusters Score -2.587167e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -25873938.000000 Penalty: 6036.908691
	Iteration 3Q: 3 clusters Score -2.587394e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -25877184.000000 Penalty: 6036.908691
	Iteration 4Q: 3 clusters Score -2.587718e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -25882880.000000 Penalty: 6036.908691
	Iteration 5F: 3 clusters Score -2.588288e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -25891376.000000 Penalty: 6036.908691
	Iteration 6F: 3 clusters Score -2.589138e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -25902092.000000 Penalty: 6036.908691
	Iteration 7F: 3 clusters Score -2.590209e+07 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 135437 members 
Entering Unmasked Estep 
Score: -25912646.000000 Penalty: 6036.908691
	Iteration 8F: 3 clusters Score -2.591265e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -25920462.000000 Penalty: 6036.908691
	Iteration 9F: 3 clusters Score -2.592046e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -25925134.000000 Penalty: 6036.908691
	Iteration 10Q: 3 clusters Score -2.592513e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -25927580.000000 Penalty: 6036.908691
	Iteration 11Q: 3 clusters Score -2.592758e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
Score: -25929328.000000 Penalty: 6036.908691
	Iteration 12Q: 3 clusters Score -2.592933e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 159850 members 
Entering Unmasked Estep 
Score: -25930680.000000 Penalty: 6036.908691
	Iteration 13Q: 3 clusters Score -2.593068e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -25931994.000000 Penalty: 6036.908691
	Iteration 14Q: 3 clusters Score -2.593199e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -25933334.000000 Penalty: 6036.908691
	Iteration 15Q: 3 clusters Score -2.593333e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -25934512.000000 Penalty: 6036.908691
	Iteration 16Q: 3 clusters Score -2.593451e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -25935382.000000 Penalty: 6036.908691
	Iteration 17Q: 3 clusters Score -2.593538e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -25936002.000000 Penalty: 6036.908691
	Iteration 18Q: 3 clusters Score -2.5936e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -25936566.000000 Penalty: 6036.908691
	Iteration 19Q: 3 clusters Score -2.593657e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 178802 members 
Entering Unmasked Estep 
Score: -25937010.000000 Penalty: 6036.908691
	Iteration 20F: 3 clusters Score -2.593701e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 180582 members 
Entering Unmasked Estep 
Score: -25937364.000000 Penalty: 6036.908691
	Iteration 21Q: 3 clusters Score -2.593736e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 182229 members 
Entering Unmasked Estep 
Score: -25937556.000000 Penalty: 6036.908691
	Iteration 22Q: 3 clusters Score -2.593756e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 183684 members 
Entering Unmasked Estep 
Score: -25937858.000000 Penalty: 6036.908691
	Iteration 23Q: 3 clusters Score -2.593786e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 184966 members 
Entering Unmasked Estep 
Score: -25938006.000000 Penalty: 6036.908691
	Iteration 24Q: 3 clusters Score -2.593801e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 186043 members 
Entering Unmasked Estep 
Score: -25938154.000000 Penalty: 6036.908691
	Iteration 25Q: 3 clusters Score -2.593815e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 186952 members 
Entering Unmasked Estep 
Score: -25938304.000000 Penalty: 6036.908691
	Iteration 26Q: 3 clusters Score -2.59383e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 187698 members 
Entering Unmasked Estep 
Score: -25938432.000000 Penalty: 6036.908691
	Iteration 27Q: 3 clusters Score -2.593843e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 188312 members 
Entering Unmasked Estep 
Score: -25938436.000000 Penalty: 6036.908691
	Iteration 28Q: 3 clusters Score -2.593844e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 188856 members 
Entering Unmasked Estep 
Score: -25938452.000000 Penalty: 6036.908691
	Iteration 29Q: 3 clusters Score -2.593845e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -25938370.000000 Penalty: 6036.908691
	Iteration 30Q: 3 clusters Score -2.593837e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 189613 members 
Entering Unmasked Estep 
Score: -25938384.000000 Penalty: 6036.908691
	Iteration 31Q: 3 clusters Score -2.593838e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 189888 members 
Entering Unmasked Estep 
Score: -25938396.000000 Penalty: 6036.908691
	Iteration 32Q: 3 clusters Score -2.59384e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 190106 members 
Entering Unmasked Estep 
Score: -25938400.000000 Penalty: 6036.908691
	Iteration 33Q: 3 clusters Score -2.59384e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 190291 members 
Entering Unmasked Estep 
Score: -25938416.000000 Penalty: 6036.908691
	Iteration 34Q: 3 clusters Score -2.593842e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -25938406.000000 Penalty: 6036.908691
	Iteration 35Q: 3 clusters Score -2.593841e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 190559 members 
Entering Unmasked Estep 
Score: -25938440.000000 Penalty: 6036.908691
	Iteration 36Q: 3 clusters Score -2.593844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 190651 members 
Entering Unmasked Estep 
Score: -25938392.000000 Penalty: 6036.908691
	Iteration 37Q: 3 clusters Score -2.593839e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -25938416.000000 Penalty: 6036.908691
	Iteration 38Q: 3 clusters Score -2.593842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 190825 members 
Entering Unmasked Estep 
Score: -25938362.000000 Penalty: 6036.908691
	Iteration 39Q: 3 clusters Score -2.593836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 190903 members 
Entering Unmasked Estep 
Score: -25938360.000000 Penalty: 6036.908691
	Iteration 40F: 3 clusters Score -2.593836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -25938366.000000 Penalty: 6036.908691
	Iteration 41Q: 3 clusters Score -2.593837e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 191036 members 
Entering Unmasked Estep 
Score: -25938384.000000 Penalty: 6036.908691
	Iteration 42Q: 3 clusters Score -2.593838e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 191101 members 
Entering Unmasked Estep 
Score: -25938362.000000 Penalty: 6036.908691
	Iteration 43Q: 3 clusters Score -2.593836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -25938366.000000 Penalty: 6036.908691
	Iteration 44Q: 3 clusters Score -2.593837e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 191207 members 
Entering Unmasked Estep 
Score: -25938340.000000 Penalty: 6036.908691
	Iteration 45Q: 3 clusters Score -2.593834e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 191260 members 
Entering Unmasked Estep 
Score: -25938308.000000 Penalty: 6036.908691
	Iteration 46Q: 3 clusters Score -2.593831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 191305 members 
Entering Unmasked Estep 
Score: -25938256.000000 Penalty: 6036.908691
	Iteration 47Q: 3 clusters Score -2.593826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 191338 members 
Entering Unmasked Estep 
Score: -25938256.000000 Penalty: 6036.908691
	Iteration 48Q: 3 clusters Score -2.593826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 191358 members 
Entering Unmasked Estep 
Score: -25938274.000000 Penalty: 6036.908691
	Iteration 49Q: 3 clusters Score -2.593827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 191384 members 
Entering Unmasked Estep 
Score: -25938320.000000 Penalty: 6036.908691
	Iteration 50Q: 3 clusters Score -2.593832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -25938316.000000 Penalty: 6036.908691
	Iteration 51Q: 3 clusters Score -2.593832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 191431 members 
Entering Unmasked Estep 
Score: -25938312.000000 Penalty: 6036.908691
	Iteration 52Q: 3 clusters Score -2.593831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 191446 members 
Entering Unmasked Estep 
Score: -25938304.000000 Penalty: 6036.908691
	Iteration 53Q: 3 clusters Score -2.59383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -25938304.000000 Penalty: 6036.908691
	Iteration 54Q: 3 clusters Score -2.59383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -25938302.000000 Penalty: 6036.908691
	Iteration 55Q: 3 clusters Score -2.59383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -25938298.000000 Penalty: 6036.908691
	Iteration 56Q: 3 clusters Score -2.59383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -25938310.000000 Penalty: 6036.908691
	Iteration 57Q: 3 clusters Score -2.593831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -25938310.000000 Penalty: 6036.908691
	Iteration 58Q: 3 clusters Score -2.593831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -25938310.000000 Penalty: 6036.908691
	Iteration 59F: 3 clusters Score -2.593831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Entering Unmasked Estep 
Score: -5740695.500000 Penalty: 2641.853760
	Iteration 0F: 2 clusters Score -5740696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5712065.000000 Penalty: 5283.707520
	Iteration 0F: 3 clusters Score -5712065 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5722607.000000 Penalty: 5283.707520
	Iteration 1F: 3 clusters Score -5722607 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5723115.500000 Penalty: 5283.707520
	Iteration 2Q: 3 clusters Score -5723116 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5723558.000000 Penalty: 5283.707520
	Iteration 3Q: 3 clusters Score -5723558 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5724105.000000 Penalty: 5283.707520
	Iteration 4Q: 3 clusters Score -5724105 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5724802.500000 Penalty: 5283.707520
	Iteration 5Q: 3 clusters Score -5724802 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -5725823.000000 Penalty: 5283.707520
	Iteration 6Q: 3 clusters Score -5725823 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5727503.500000 Penalty: 5283.707520
	Iteration 7F: 3 clusters Score -5727504 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -5729884.000000 Penalty: 5283.707520
	Iteration 8F: 3 clusters Score -5729884 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -5732757.500000 Penalty: 5283.707520
	Iteration 9F: 3 clusters Score -5732758 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5735322.000000 Penalty: 5283.707520
	Iteration 10F: 3 clusters Score -5735322 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5736969.500000 Penalty: 5283.707520
	Iteration 11Q: 3 clusters Score -5736970 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5737749.500000 Penalty: 5283.707520
	Iteration 12Q: 3 clusters Score -5737750 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5738064.500000 Penalty: 5283.707520
	Iteration 13Q: 3 clusters Score -5738064 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5738203.000000 Penalty: 5283.707520
	Iteration 14Q: 3 clusters Score -5738203 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5738305.500000 Penalty: 5283.707520
	Iteration 15Q: 3 clusters Score -5738306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5738399.500000 Penalty: 5283.707520
	Iteration 16Q: 3 clusters Score -5738400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5738472.500000 Penalty: 5283.707520
	Iteration 17Q: 3 clusters Score -5738472 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5738515.500000 Penalty: 5283.707520
	Iteration 18Q: 3 clusters Score -5738516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5738549.500000 Penalty: 5283.707520
	Iteration 19Q: 3 clusters Score -5738550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5738576.000000 Penalty: 5283.707520
	Iteration 20F: 3 clusters Score -5738576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5738608.500000 Penalty: 5283.707520
	Iteration 21Q: 3 clusters Score -5738608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5738627.500000 Penalty: 5283.707520
	Iteration 22Q: 3 clusters Score -5738628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5738644.500000 Penalty: 5283.707520
	Iteration 23Q: 3 clusters Score -5738644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5738649.000000 Penalty: 5283.707520
	Iteration 24Q: 3 clusters Score -5738649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5738663.000000 Penalty: 5283.707520
	Iteration 25Q: 3 clusters Score -5738663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5738691.000000 Penalty: 5283.707520
	Iteration 26Q: 3 clusters Score -5738691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5738724.500000 Penalty: 5283.707520
	Iteration 27Q: 3 clusters Score -5738724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5738734.500000 Penalty: 5283.707520
	Iteration 28Q: 3 clusters Score -5738734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5738741.500000 Penalty: 5283.707520
	Iteration 29Q: 3 clusters Score -5738742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5738747.000000 Penalty: 5283.707520
	Iteration 30Q: 3 clusters Score -5738747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5738763.000000 Penalty: 5283.707520
	Iteration 31Q: 3 clusters Score -5738763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5738780.000000 Penalty: 5283.707520
	Iteration 32Q: 3 clusters Score -5738780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5738786.500000 Penalty: 5283.707520
	Iteration 33Q: 3 clusters Score -5738786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5738801.500000 Penalty: 5283.707520
	Iteration 34Q: 3 clusters Score -5738802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5738811.500000 Penalty: 5283.707520
	Iteration 35Q: 3 clusters Score -5738812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5738830.500000 Penalty: 5283.707520
	Iteration 36Q: 3 clusters Score -5738830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5738822.500000 Penalty: 5283.707520
	Iteration 37Q: 3 clusters Score -5738822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5738834.500000 Penalty: 5283.707520
	Iteration 38Q: 3 clusters Score -5738834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5738833.500000 Penalty: 5283.707520
	Iteration 39Q: 3 clusters Score -5738834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5738832.000000 Penalty: 5283.707520
	Iteration 40F: 3 clusters Score -5738832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5738837.000000 Penalty: 5283.707520
	Iteration 41Q: 3 clusters Score -5738837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5738850.000000 Penalty: 5283.707520
	Iteration 42Q: 3 clusters Score -5738850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5738846.500000 Penalty: 5283.707520
	Iteration 43Q: 3 clusters Score -5738846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5738853.500000 Penalty: 5283.707520
	Iteration 44Q: 3 clusters Score -5738854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5738855.000000 Penalty: 5283.707520
	Iteration 45Q: 3 clusters Score -5738855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5738860.000000 Penalty: 5283.707520
	Iteration 46Q: 3 clusters Score -5738860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5738858.000000 Penalty: 5283.707520
	Iteration 47Q: 3 clusters Score -5738858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5738868.500000 Penalty: 5283.707520
	Iteration 48Q: 3 clusters Score -5738868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5738866.500000 Penalty: 5283.707520
	Iteration 49Q: 3 clusters Score -5738866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5738871.000000 Penalty: 5283.707520
	Iteration 50Q: 3 clusters Score -5738871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5738873.500000 Penalty: 5283.707520
	Iteration 51Q: 3 clusters Score -5738874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5738871.500000 Penalty: 5283.707520
	Iteration 52Q: 3 clusters Score -5738872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5738869.500000 Penalty: 5283.707520
	Iteration 53Q: 3 clusters Score -5738870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5738869.500000 Penalty: 5283.707520
	Iteration 54Q: 3 clusters Score -5738870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5738873.000000 Penalty: 5283.707520
	Iteration 55Q: 3 clusters Score -5738873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5738877.500000 Penalty: 5283.707520
	Iteration 56Q: 3 clusters Score -5738878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5738886.000000 Penalty: 5283.707520
	Iteration 57Q: 3 clusters Score -5738886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5738887.000000 Penalty: 5283.707520
	Iteration 58Q: 3 clusters Score -5738887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5738894.500000 Penalty: 5283.707520
	Iteration 59Q: 3 clusters Score -5738894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5738908.000000 Penalty: 5283.707520
	Iteration 60F: 3 clusters Score -5738908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5738914.000000 Penalty: 5283.707520
	Iteration 61Q: 3 clusters Score -5738914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5738916.000000 Penalty: 5283.707520
	Iteration 62Q: 3 clusters Score -5738916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5738917.500000 Penalty: 5283.707520
	Iteration 63Q: 3 clusters Score -5738918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5738912.000000 Penalty: 5283.707520
	Iteration 64Q: 3 clusters Score -5738912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5738915.500000 Penalty: 5283.707520
	Iteration 65Q: 3 clusters Score -5738916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5738912.000000 Penalty: 5283.707520
	Iteration 66Q: 3 clusters Score -5738912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5738919.000000 Penalty: 5283.707520
	Iteration 67Q: 3 clusters Score -5738919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5738922.500000 Penalty: 5283.707520
	Iteration 68Q: 3 clusters Score -5738922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5738929.000000 Penalty: 5283.707520
	Iteration 69Q: 3 clusters Score -5738929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5738932.500000 Penalty: 5283.707520
	Iteration 70Q: 3 clusters Score -5738932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5738935.000000 Penalty: 5283.707520
	Iteration 71Q: 3 clusters Score -5738935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5738931.000000 Penalty: 5283.707520
	Iteration 72Q: 3 clusters Score -5738931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5738931.500000 Penalty: 5283.707520
	Iteration 73Q: 3 clusters Score -5738932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5738930.500000 Penalty: 5283.707520
	Iteration 74Q: 3 clusters Score -5738930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5738928.500000 Penalty: 5283.707520
	Iteration 75Q: 3 clusters Score -5738928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5738930.000000 Penalty: 5283.707520
	Iteration 76Q: 3 clusters Score -5738930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5738929.500000 Penalty: 5283.707520
	Iteration 77Q: 3 clusters Score -5738930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5738926.500000 Penalty: 5283.707520
	Iteration 78Q: 3 clusters Score -5738926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5738925.500000 Penalty: 5283.707520
	Iteration 79Q: 3 clusters Score -5738926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5738923.000000 Penalty: 5283.707520
	Iteration 80F: 3 clusters Score -5738923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5738931.500000 Penalty: 5283.707520
	Iteration 81Q: 3 clusters Score -5738932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5738926.500000 Penalty: 5283.707520
	Iteration 82Q: 3 clusters Score -5738926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5738931.500000 Penalty: 5283.707520
	Iteration 83Q: 3 clusters Score -5738932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5738930.500000 Penalty: 5283.707520
	Iteration 84Q: 3 clusters Score -5738930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5738926.000000 Penalty: 5283.707520
	Iteration 85Q: 3 clusters Score -5738926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5738926.000000 Penalty: 5283.707520
	Iteration 86Q: 3 clusters Score -5738926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5738928.000000 Penalty: 5283.707520
	Iteration 87Q: 3 clusters Score -5738928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5738931.000000 Penalty: 5283.707520
	Iteration 88Q: 3 clusters Score -5738931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5738931.000000 Penalty: 5283.707520
	Iteration 89F: 3 clusters Score -5738931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -372258.187500 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -372258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -369167.781250 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -369167.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -369708.968750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -369709 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -369864.625000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -369864.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -369959.906250 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -369959.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -370034.593750 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -370034.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -370086.875000 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -370086.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370137.187500 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -370137.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -370176.125000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -370176.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -370216.625000 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -370216.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -370260.875000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -370260.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -370307.562500 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -370307.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -370346.781250 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -370346.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -370397.312500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -370397.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -370441.718750 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -370441.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -370483.531250 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -370483.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370533.125000 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -370533.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -370580.031250 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -370580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -370623.343750 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -370623.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370651.906250 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -370651.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -370672.281250 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -370672.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -370695.687500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -370695.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -370711.531250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -370711.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -370722.125000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -370722.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370731.437500 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -370731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -370739.875000 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -370739.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -370748.125000 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -370748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -370755.343750 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -370755.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -370760.312500 Penalty: 3937.468994
	Iteration 27Q: 3 clusters Score -370760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -370765.062500 Penalty: 3937.468994
	Iteration 28Q: 3 clusters Score -370765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -370767.500000 Penalty: 3937.468994
	Iteration 29Q: 3 clusters Score -370767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -370772.000000 Penalty: 3937.468994
	Iteration 30Q: 3 clusters Score -370772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -370775.156250 Penalty: 3937.468994
	Iteration 31Q: 3 clusters Score -370775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370777.250000 Penalty: 3937.468994
	Iteration 32Q: 3 clusters Score -370777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -370781.312500 Penalty: 3937.468994
	Iteration 33Q: 3 clusters Score -370781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -370785.593750 Penalty: 3937.468994
	Iteration 34Q: 3 clusters Score -370785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370787.906250 Penalty: 3937.468994
	Iteration 35Q: 3 clusters Score -370787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370789.187500 Penalty: 3937.468994
	Iteration 36Q: 3 clusters Score -370789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -370791.218750 Penalty: 3937.468994
	Iteration 37Q: 3 clusters Score -370791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -370791.875000 Penalty: 3937.468994
	Iteration 38Q: 3 clusters Score -370791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -370793.218750 Penalty: 3937.468994
	Iteration 39Q: 3 clusters Score -370793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -370795.406250 Penalty: 3937.468994
	Iteration 40F: 3 clusters Score -370795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -370800.218750 Penalty: 3937.468994
	Iteration 41Q: 3 clusters Score -370800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370802.593750 Penalty: 3937.468994
	Iteration 42Q: 3 clusters Score -370802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370804.593750 Penalty: 3937.468994
	Iteration 43Q: 3 clusters Score -370804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -370806.250000 Penalty: 3937.468994
	Iteration 44Q: 3 clusters Score -370806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -370809.375000 Penalty: 3937.468994
	Iteration 45Q: 3 clusters Score -370809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -370810.125000 Penalty: 3937.468994
	Iteration 46Q: 3 clusters Score -370810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -370810.125000 Penalty: 3937.468994
	Iteration 47F: 3 clusters Score -370810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (235220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235220 members 
Entering Unmasked Estep 
Score: -31460432.000000 Penalty: 3067.332520
	Iteration 0F: 2 clusters Score -3.146043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117496 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -31312892.000000 Penalty: 6134.665039
	Iteration 0F: 3 clusters Score -3.131289e+07 nChanged 113069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -31379400.000000 Penalty: 6134.665039
	Iteration 1F: 3 clusters Score -3.13794e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 121456 members 
Entering Unmasked Estep 
Score: -31380146.000000 Penalty: 6134.665039
	Iteration 2Q: 3 clusters Score -3.138015e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 123896 members 
Entering Unmasked Estep 
Score: -31381318.000000 Penalty: 6134.665039
	Iteration 3Q: 3 clusters Score -3.138132e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -31382882.000000 Penalty: 6134.665039
	Iteration 4Q: 3 clusters Score -3.138288e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -31385786.000000 Penalty: 6134.665039
	Iteration 5Q: 3 clusters Score -3.138579e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -31391120.000000 Penalty: 6134.665039
	Iteration 6Q: 3 clusters Score -3.139112e+07 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -31400692.000000 Penalty: 6134.665039
	Iteration 7F: 3 clusters Score -3.140069e+07 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -31415042.000000 Penalty: 6134.665039
	Iteration 8F: 3 clusters Score -3.141504e+07 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 185397 members 
Entering Unmasked Estep 
Score: -31431254.000000 Penalty: 6134.665039
	Iteration 9F: 3 clusters Score -3.143125e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 197972 members 
Entering Unmasked Estep 
Score: -31444326.000000 Penalty: 6134.665039
	Iteration 10F: 3 clusters Score -3.144433e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 206210 members 
Entering Unmasked Estep 
Score: -31452208.000000 Penalty: 6134.665039
	Iteration 11Q: 3 clusters Score -3.145221e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -31455718.000000 Penalty: 6134.665039
	Iteration 12Q: 3 clusters Score -3.145572e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -31457676.000000 Penalty: 6134.665039
	Iteration 13Q: 3 clusters Score -3.145768e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 217510 members 
Entering Unmasked Estep 
Score: -31458734.000000 Penalty: 6134.665039
	Iteration 14Q: 3 clusters Score -3.145873e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 219654 members 
Entering Unmasked Estep 
Score: -31459054.000000 Penalty: 6134.665039
	Iteration 15Q: 3 clusters Score -3.145905e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 221327 members 
Entering Unmasked Estep 
Score: -31459202.000000 Penalty: 6134.665039
	Iteration 16Q: 3 clusters Score -3.14592e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -31459408.000000 Penalty: 6134.665039
	Iteration 17Q: 3 clusters Score -3.145941e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 223887 members 
Entering Unmasked Estep 
Score: -31459492.000000 Penalty: 6134.665039
	Iteration 18Q: 3 clusters Score -3.145949e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 224884 members 
Entering Unmasked Estep 
Score: -31459380.000000 Penalty: 6134.665039
	Iteration 19Q: 3 clusters Score -3.145938e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -31459412.000000 Penalty: 6134.665039
	Iteration 20F: 3 clusters Score -3.145941e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 226516 members 
Entering Unmasked Estep 
Score: -31459404.000000 Penalty: 6134.665039
	Iteration 21Q: 3 clusters Score -3.14594e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 227211 members 
Entering Unmasked Estep 
Score: -31459400.000000 Penalty: 6134.665039
	Iteration 22Q: 3 clusters Score -3.14594e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 227837 members 
Entering Unmasked Estep 
Score: -31459390.000000 Penalty: 6134.665039
	Iteration 23Q: 3 clusters Score -3.145939e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 228368 members 
Entering Unmasked Estep 
Score: -31459368.000000 Penalty: 6134.665039
	Iteration 24Q: 3 clusters Score -3.145937e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 228823 members 
Entering Unmasked Estep 
Score: -31459242.000000 Penalty: 6134.665039
	Iteration 25Q: 3 clusters Score -3.145924e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 229241 members 
Entering Unmasked Estep 
Score: -31459194.000000 Penalty: 6134.665039
	Iteration 26Q: 3 clusters Score -3.145919e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -31459158.000000 Penalty: 6134.665039
	Iteration 27Q: 3 clusters Score -3.145916e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 229957 members 
Entering Unmasked Estep 
Score: -31459040.000000 Penalty: 6134.665039
	Iteration 28Q: 3 clusters Score -3.145904e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 230280 members 
Entering Unmasked Estep 
Score: -31459036.000000 Penalty: 6134.665039
	Iteration 29Q: 3 clusters Score -3.145904e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 230561 members 
Entering Unmasked Estep 
Score: -31459038.000000 Penalty: 6134.665039
	Iteration 30Q: 3 clusters Score -3.145904e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 230808 members 
Entering Unmasked Estep 
Score: -31458944.000000 Penalty: 6134.665039
	Iteration 31Q: 3 clusters Score -3.145894e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 231035 members 
Entering Unmasked Estep 
Score: -31458960.000000 Penalty: 6134.665039
	Iteration 32Q: 3 clusters Score -3.145896e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 231245 members 
Entering Unmasked Estep 
Score: -31458896.000000 Penalty: 6134.665039
	Iteration 33Q: 3 clusters Score -3.14589e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 231438 members 
Entering Unmasked Estep 
Score: -31458852.000000 Penalty: 6134.665039
	Iteration 34Q: 3 clusters Score -3.145885e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 231639 members 
Entering Unmasked Estep 
Score: -31458848.000000 Penalty: 6134.665039
	Iteration 35Q: 3 clusters Score -3.145885e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 231802 members 
Entering Unmasked Estep 
Score: -31458800.000000 Penalty: 6134.665039
	Iteration 36Q: 3 clusters Score -3.14588e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 231948 members 
Entering Unmasked Estep 
Score: -31458716.000000 Penalty: 6134.665039
	Iteration 37Q: 3 clusters Score -3.145872e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 232062 members 
Entering Unmasked Estep 
Score: -31458752.000000 Penalty: 6134.665039
	Iteration 38Q: 3 clusters Score -3.145875e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 232160 members 
Entering Unmasked Estep 
Score: -31458738.000000 Penalty: 6134.665039
	Iteration 39Q: 3 clusters Score -3.145874e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 232243 members 
Entering Unmasked Estep 
Score: -31458694.000000 Penalty: 6134.665039
	Iteration 40F: 3 clusters Score -3.145869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 232313 members 
Entering Unmasked Estep 
Score: -31458632.000000 Penalty: 6134.665039
	Iteration 41Q: 3 clusters Score -3.145863e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 232389 members 
Entering Unmasked Estep 
Score: -31458658.000000 Penalty: 6134.665039
	Iteration 42Q: 3 clusters Score -3.145866e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 232451 members 
Entering Unmasked Estep 
Score: -31458644.000000 Penalty: 6134.665039
	Iteration 43Q: 3 clusters Score -3.145864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 232499 members 
Entering Unmasked Estep 
Score: -31458668.000000 Penalty: 6134.665039
	Iteration 44Q: 3 clusters Score -3.145867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 232557 members 
Entering Unmasked Estep 
Score: -31458668.000000 Penalty: 6134.665039
	Iteration 45Q: 3 clusters Score -3.145867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 232615 members 
Entering Unmasked Estep 
Score: -31458642.000000 Penalty: 6134.665039
	Iteration 46Q: 3 clusters Score -3.145864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 232676 members 
Entering Unmasked Estep 
Score: -31458612.000000 Penalty: 6134.665039
	Iteration 47Q: 3 clusters Score -3.145861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 232736 members 
Entering Unmasked Estep 
Score: -31458580.000000 Penalty: 6134.665039
	Iteration 48Q: 3 clusters Score -3.145858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 232770 members 
Entering Unmasked Estep 
Score: -31458578.000000 Penalty: 6134.665039
	Iteration 49Q: 3 clusters Score -3.145858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 232808 members 
Entering Unmasked Estep 
Score: -31458554.000000 Penalty: 6134.665039
	Iteration 50Q: 3 clusters Score -3.145855e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 232846 members 
Entering Unmasked Estep 
Score: -31458558.000000 Penalty: 6134.665039
	Iteration 51Q: 3 clusters Score -3.145856e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 232886 members 
Entering Unmasked Estep 
Score: -31458542.000000 Penalty: 6134.665039
	Iteration 52Q: 3 clusters Score -3.145854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 232935 members 
Entering Unmasked Estep 
Score: -31458518.000000 Penalty: 6134.665039
	Iteration 53Q: 3 clusters Score -3.145852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 232977 members 
Entering Unmasked Estep 
Score: -31458528.000000 Penalty: 6134.665039
	Iteration 54Q: 3 clusters Score -3.145853e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 233027 members 
Entering Unmasked Estep 
Score: -31458516.000000 Penalty: 6134.665039
	Iteration 55Q: 3 clusters Score -3.145852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 233054 members 
Entering Unmasked Estep 
Score: -31458502.000000 Penalty: 6134.665039
	Iteration 56Q: 3 clusters Score -3.14585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 233074 members 
Entering Unmasked Estep 
Score: -31458494.000000 Penalty: 6134.665039
	Iteration 57Q: 3 clusters Score -3.145849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 233093 members 
Entering Unmasked Estep 
Score: -31458502.000000 Penalty: 6134.665039
	Iteration 58Q: 3 clusters Score -3.14585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 233121 members 
Entering Unmasked Estep 
Score: -31458478.000000 Penalty: 6134.665039
	Iteration 59Q: 3 clusters Score -3.145848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 233150 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 60F: 3 clusters Score -3.145846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 233172 members 
Entering Unmasked Estep 
Score: -31458482.000000 Penalty: 6134.665039
	Iteration 61Q: 3 clusters Score -3.145848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 233192 members 
Entering Unmasked Estep 
Score: -31458480.000000 Penalty: 6134.665039
	Iteration 62Q: 3 clusters Score -3.145848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 233226 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 63Q: 3 clusters Score -3.145846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 233253 members 
Entering Unmasked Estep 
Score: -31458440.000000 Penalty: 6134.665039
	Iteration 64Q: 3 clusters Score -3.145844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 233270 members 
Entering Unmasked Estep 
Score: -31458446.000000 Penalty: 6134.665039
	Iteration 65Q: 3 clusters Score -3.145845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 233284 members 
Entering Unmasked Estep 
Score: -31458438.000000 Penalty: 6134.665039
	Iteration 66Q: 3 clusters Score -3.145844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 233301 members 
Entering Unmasked Estep 
Score: -31458428.000000 Penalty: 6134.665039
	Iteration 67Q: 3 clusters Score -3.145843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 233316 members 
Entering Unmasked Estep 
Score: -31458458.000000 Penalty: 6134.665039
	Iteration 68Q: 3 clusters Score -3.145846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 233332 members 
Entering Unmasked Estep 
Score: -31458470.000000 Penalty: 6134.665039
	Iteration 69Q: 3 clusters Score -3.145847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 233346 members 
Entering Unmasked Estep 
Score: -31458476.000000 Penalty: 6134.665039
	Iteration 70Q: 3 clusters Score -3.145848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 233356 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 71Q: 3 clusters Score -3.145846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 233364 members 
Entering Unmasked Estep 
Score: -31458474.000000 Penalty: 6134.665039
	Iteration 72Q: 3 clusters Score -3.145847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 233372 members 
Entering Unmasked Estep 
Score: -31458442.000000 Penalty: 6134.665039
	Iteration 73Q: 3 clusters Score -3.145844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 233382 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 74Q: 3 clusters Score -3.145846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 233396 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 75Q: 3 clusters Score -3.145846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 233412 members 
Entering Unmasked Estep 
Score: -31458472.000000 Penalty: 6134.665039
	Iteration 76Q: 3 clusters Score -3.145847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 233424 members 
Entering Unmasked Estep 
Score: -31458494.000000 Penalty: 6134.665039
	Iteration 77Q: 3 clusters Score -3.145849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 233436 members 
Entering Unmasked Estep 
Score: -31458470.000000 Penalty: 6134.665039
	Iteration 78Q: 3 clusters Score -3.145847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 233448 members 
Entering Unmasked Estep 
Score: -31458498.000000 Penalty: 6134.665039
	Iteration 79Q: 3 clusters Score -3.14585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 233458 members 
Entering Unmasked Estep 
Score: -31458506.000000 Penalty: 6134.665039
	Iteration 80F: 3 clusters Score -3.145851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 233472 members 
Entering Unmasked Estep 
Score: -31458496.000000 Penalty: 6134.665039
	Iteration 81Q: 3 clusters Score -3.14585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 233482 members 
Entering Unmasked Estep 
Score: -31458484.000000 Penalty: 6134.665039
	Iteration 82Q: 3 clusters Score -3.145848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 233489 members 
Entering Unmasked Estep 
Score: -31458480.000000 Penalty: 6134.665039
	Iteration 83Q: 3 clusters Score -3.145848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 233501 members 
Entering Unmasked Estep 
Score: -31458482.000000 Penalty: 6134.665039
	Iteration 84Q: 3 clusters Score -3.145848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 233523 members 
Entering Unmasked Estep 
Score: -31458508.000000 Penalty: 6134.665039
	Iteration 85Q: 3 clusters Score -3.145851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 233545 members 
Entering Unmasked Estep 
Score: -31458496.000000 Penalty: 6134.665039
	Iteration 86Q: 3 clusters Score -3.14585e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 233563 members 
Entering Unmasked Estep 
Score: -31458496.000000 Penalty: 6134.665039
	Iteration 87Q: 3 clusters Score -3.14585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 233587 members 
Entering Unmasked Estep 
Score: -31458500.000000 Penalty: 6134.665039
	Iteration 88Q: 3 clusters Score -3.14585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 233605 members 
Entering Unmasked Estep 
Score: -31458486.000000 Penalty: 6134.665039
	Iteration 89Q: 3 clusters Score -3.145849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 233615 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 90Q: 3 clusters Score -3.145846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 233625 members 
Entering Unmasked Estep 
Score: -31458486.000000 Penalty: 6134.665039
	Iteration 91Q: 3 clusters Score -3.145849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 233635 members 
Entering Unmasked Estep 
Score: -31458446.000000 Penalty: 6134.665039
	Iteration 92Q: 3 clusters Score -3.145845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 233643 members 
Entering Unmasked Estep 
Score: -31458470.000000 Penalty: 6134.665039
	Iteration 93Q: 3 clusters Score -3.145847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 233652 members 
Entering Unmasked Estep 
Score: -31458468.000000 Penalty: 6134.665039
	Iteration 94Q: 3 clusters Score -3.145847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 233662 members 
Entering Unmasked Estep 
Score: -31458462.000000 Penalty: 6134.665039
	Iteration 95Q: 3 clusters Score -3.145846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 233672 members 
Entering Unmasked Estep 
Score: -31458468.000000 Penalty: 6134.665039
	Iteration 96Q: 3 clusters Score -3.145847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 233683 members 
Entering Unmasked Estep 
Score: -31458464.000000 Penalty: 6134.665039
	Iteration 97Q: 3 clusters Score -3.145846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 233692 members 
Entering Unmasked Estep 
Score: -31458472.000000 Penalty: 6134.665039
	Iteration 98Q: 3 clusters Score -3.145847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 233701 members 
Entering Unmasked Estep 
Score: -31458428.000000 Penalty: 6134.665039
	Iteration 99Q: 3 clusters Score -3.145843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 233704 members 
Entering Unmasked Estep 
Score: -31458428.000000 Penalty: 6134.665039
	Iteration 100F: 3 clusters Score -3.145843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 233708 members 
Entering Unmasked Estep 
Score: -31458422.000000 Penalty: 6134.665039
	Iteration 101Q: 3 clusters Score -3.145842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 233715 members 
Entering Unmasked Estep 
Score: -31458446.000000 Penalty: 6134.665039
	Iteration 102Q: 3 clusters Score -3.145845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 233721 members 
Entering Unmasked Estep 
Score: -31458432.000000 Penalty: 6134.665039
	Iteration 103Q: 3 clusters Score -3.145843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 233726 members 
Entering Unmasked Estep 
Score: -31458430.000000 Penalty: 6134.665039
	Iteration 104Q: 3 clusters Score -3.145843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 233732 members 
Entering Unmasked Estep 
Score: -31458426.000000 Penalty: 6134.665039
	Iteration 105Q: 3 clusters Score -3.145843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 233737 members 
Entering Unmasked Estep 
Score: -31458424.000000 Penalty: 6134.665039
	Iteration 106Q: 3 clusters Score -3.145842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 233739 members 
Entering Unmasked Estep 
Score: -31458414.000000 Penalty: 6134.665039
	Iteration 107Q: 3 clusters Score -3.145841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -31458412.000000 Penalty: 6134.665039
	Iteration 108Q: 3 clusters Score -3.145841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 233747 members 
Entering Unmasked Estep 
Score: -31458414.000000 Penalty: 6134.665039
	Iteration 109Q: 3 clusters Score -3.145841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 233752 members 
Entering Unmasked Estep 
Score: -31458398.000000 Penalty: 6134.665039
	Iteration 110Q: 3 clusters Score -3.14584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 233756 members 
Entering Unmasked Estep 
Score: -31458390.000000 Penalty: 6134.665039
	Iteration 111Q: 3 clusters Score -3.145839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 233761 members 
Entering Unmasked Estep 
Score: -31458412.000000 Penalty: 6134.665039
	Iteration 112Q: 3 clusters Score -3.145841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 233766 members 
Entering Unmasked Estep 
Score: -31458410.000000 Penalty: 6134.665039
	Iteration 113Q: 3 clusters Score -3.145841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 233776 members 
Entering Unmasked Estep 
Score: -31458418.000000 Penalty: 6134.665039
	Iteration 114Q: 3 clusters Score -3.145842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 233783 members 
Entering Unmasked Estep 
Score: -31458436.000000 Penalty: 6134.665039
	Iteration 115Q: 3 clusters Score -3.145844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 233794 members 
Entering Unmasked Estep 
Score: -31458444.000000 Penalty: 6134.665039
	Iteration 116Q: 3 clusters Score -3.145844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 233794 members 
Entering Unmasked Estep 
Score: -31458444.000000 Penalty: 6134.665039
	Iteration 117F: 3 clusters Score -3.145844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112675.851562 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112675.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113066.171875 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113066.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113337.671875 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113337.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113590.835938 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113590.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -113953.765625 Penalty: 3389.183594
	Iteration 4F: 3 clusters Score -113953.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -114264.648438 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -114264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -114351.812500 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -114351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -114408.195312 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -114460.953125 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -114491.914062 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -114499.773438 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -114499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -114501.093750 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -114501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -114501.093750 Penalty: 3389.183594
	Iteration 12F: 3 clusters Score -114501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235220 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 100484 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75385 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154050 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13423 members 
Mstep: Class 14 contains 175289 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 16 contains 64256 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 122 members 
Mstep: Class 20 contains 64975 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 175179 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
Score: -180368352.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180369840.000000 to -180368352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Entering Unmasked Estep 
Score: -13605025.000000 Penalty: 2856.402832
	Iteration 0F: 2 clusters Score -1.360502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -13537933.000000 Penalty: 5712.805664
	Iteration 0F: 3 clusters Score -1.353793e+07 nChanged 47352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -13564592.000000 Penalty: 5712.805664
	Iteration 1F: 3 clusters Score -1.356459e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -13565197.000000 Penalty: 5712.805664
	Iteration 2Q: 3 clusters Score -1.35652e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -13565929.000000 Penalty: 5712.805664
	Iteration 3Q: 3 clusters Score -1.356593e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -13566978.000000 Penalty: 5712.805664
	Iteration 4Q: 3 clusters Score -1.356698e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -13568563.000000 Penalty: 5712.805664
	Iteration 5Q: 3 clusters Score -1.356856e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -13571063.000000 Penalty: 5712.805664
	Iteration 6Q: 3 clusters Score -1.357106e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -13575484.000000 Penalty: 5712.805664
	Iteration 7F: 3 clusters Score -1.357548e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -13582304.000000 Penalty: 5712.805664
	Iteration 8F: 3 clusters Score -1.35823e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -13589883.000000 Penalty: 5712.805664
	Iteration 9F: 3 clusters Score -1.358988e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -13595692.000000 Penalty: 5712.805664
	Iteration 10F: 3 clusters Score -1.359569e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -13599229.000000 Penalty: 5712.805664
	Iteration 11Q: 3 clusters Score -1.359923e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -13600674.000000 Penalty: 5712.805664
	Iteration 12Q: 3 clusters Score -1.360067e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -13601445.000000 Penalty: 5712.805664
	Iteration 13Q: 3 clusters Score -1.360144e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13601786.000000 Penalty: 5712.805664
	Iteration 14Q: 3 clusters Score -1.360179e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -13601982.000000 Penalty: 5712.805664
	Iteration 15Q: 3 clusters Score -1.360198e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -13602174.000000 Penalty: 5712.805664
	Iteration 16Q: 3 clusters Score -1.360217e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -13602309.000000 Penalty: 5712.805664
	Iteration 17Q: 3 clusters Score -1.360231e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -13602416.000000 Penalty: 5712.805664
	Iteration 18Q: 3 clusters Score -1.360242e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -13602503.000000 Penalty: 5712.805664
	Iteration 19Q: 3 clusters Score -1.36025e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13602540.000000 Penalty: 5712.805664
	Iteration 20F: 3 clusters Score -1.360254e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13602556.000000 Penalty: 5712.805664
	Iteration 21Q: 3 clusters Score -1.360256e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13602590.000000 Penalty: 5712.805664
	Iteration 22Q: 3 clusters Score -1.360259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -13602585.000000 Penalty: 5712.805664
	Iteration 23Q: 3 clusters Score -1.360258e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13602617.000000 Penalty: 5712.805664
	Iteration 24Q: 3 clusters Score -1.360262e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13602661.000000 Penalty: 5712.805664
	Iteration 25Q: 3 clusters Score -1.360266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -13602699.000000 Penalty: 5712.805664
	Iteration 26Q: 3 clusters Score -1.36027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -13602710.000000 Penalty: 5712.805664
	Iteration 27Q: 3 clusters Score -1.360271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13602724.000000 Penalty: 5712.805664
	Iteration 28Q: 3 clusters Score -1.360272e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13602729.000000 Penalty: 5712.805664
	Iteration 29Q: 3 clusters Score -1.360273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -13602744.000000 Penalty: 5712.805664
	Iteration 30Q: 3 clusters Score -1.360274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13602767.000000 Penalty: 5712.805664
	Iteration 31Q: 3 clusters Score -1.360277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13602760.000000 Penalty: 5712.805664
	Iteration 32Q: 3 clusters Score -1.360276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13602770.000000 Penalty: 5712.805664
	Iteration 33Q: 3 clusters Score -1.360277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13602782.000000 Penalty: 5712.805664
	Iteration 34Q: 3 clusters Score -1.360278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -13602804.000000 Penalty: 5712.805664
	Iteration 35Q: 3 clusters Score -1.36028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13602809.000000 Penalty: 5712.805664
	Iteration 36Q: 3 clusters Score -1.360281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13602809.000000 Penalty: 5712.805664
	Iteration 37Q: 3 clusters Score -1.360281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13602818.000000 Penalty: 5712.805664
	Iteration 38Q: 3 clusters Score -1.360282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13602809.000000 Penalty: 5712.805664
	Iteration 39Q: 3 clusters Score -1.360281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13602798.000000 Penalty: 5712.805664
	Iteration 40F: 3 clusters Score -1.36028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13602811.000000 Penalty: 5712.805664
	Iteration 41Q: 3 clusters Score -1.360281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13602818.000000 Penalty: 5712.805664
	Iteration 42Q: 3 clusters Score -1.360282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -13602816.000000 Penalty: 5712.805664
	Iteration 43Q: 3 clusters Score -1.360282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13602812.000000 Penalty: 5712.805664
	Iteration 44Q: 3 clusters Score -1.360281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13602811.000000 Penalty: 5712.805664
	Iteration 45Q: 3 clusters Score -1.360281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -13602804.000000 Penalty: 5712.805664
	Iteration 46Q: 3 clusters Score -1.36028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13602816.000000 Penalty: 5712.805664
	Iteration 47Q: 3 clusters Score -1.360282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13602809.000000 Penalty: 5712.805664
	Iteration 48Q: 3 clusters Score -1.360281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13602816.000000 Penalty: 5712.805664
	Iteration 49Q: 3 clusters Score -1.360282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13602818.000000 Penalty: 5712.805664
	Iteration 50Q: 3 clusters Score -1.360282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13602815.000000 Penalty: 5712.805664
	Iteration 51Q: 3 clusters Score -1.360282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13602827.000000 Penalty: 5712.805664
	Iteration 52Q: 3 clusters Score -1.360283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13602825.000000 Penalty: 5712.805664
	Iteration 53Q: 3 clusters Score -1.360282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13602825.000000 Penalty: 5712.805664
	Iteration 54Q: 3 clusters Score -1.360282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13602821.000000 Penalty: 5712.805664
	Iteration 55Q: 3 clusters Score -1.360282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13602830.000000 Penalty: 5712.805664
	Iteration 56Q: 3 clusters Score -1.360283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13602820.000000 Penalty: 5712.805664
	Iteration 57Q: 3 clusters Score -1.360282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13602811.000000 Penalty: 5712.805664
	Iteration 58Q: 3 clusters Score -1.360281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13602805.000000 Penalty: 5712.805664
	Iteration 59Q: 3 clusters Score -1.36028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13602814.000000 Penalty: 5712.805664
	Iteration 60F: 3 clusters Score -1.360281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13602808.000000 Penalty: 5712.805664
	Iteration 61Q: 3 clusters Score -1.360281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13602809.000000 Penalty: 5712.805664
	Iteration 62Q: 3 clusters Score -1.360281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13602808.000000 Penalty: 5712.805664
	Iteration 63Q: 3 clusters Score -1.360281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13602808.000000 Penalty: 5712.805664
	Iteration 64F: 3 clusters Score -1.360281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 336 members 
Entering Unmasked Estep 
Score: -79774.593750 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79774.59 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80008.656250 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80008.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80145.296875 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80145.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80246.437500 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80246.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80410.179688 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80410.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80508.171875 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80508.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80570.929688 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80570.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80627.531250 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80627.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80673.781250 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80673.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80703.812500 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80703.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80723.882812 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -80723.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -80742.921875 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -80742.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80758.515625 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -80758.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80774.601562 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -80774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80798.234375 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -80798.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -80821.953125 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -80821.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80848.234375 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -80848.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80887.539062 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -80887.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -80940.054688 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -80940.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -80971.765625 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -80971.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80986.484375 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -80986.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81007.570312 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -81007.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81007.570312 Penalty: 3231.297607
	Iteration 22F: 3 clusters Score -81007.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Entering Unmasked Estep 
Score: -10246552.000000 Penalty: 2785.130127
	Iteration 0F: 2 clusters Score -1.024655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -10195977.000000 Penalty: 5570.260254
	Iteration 0F: 3 clusters Score -1.019598e+07 nChanged 35334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -10215906.000000 Penalty: 5570.260254
	Iteration 1F: 3 clusters Score -1.021591e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -10216767.000000 Penalty: 5570.260254
	Iteration 2Q: 3 clusters Score -1.021677e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -10217889.000000 Penalty: 5570.260254
	Iteration 3Q: 3 clusters Score -1.021789e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -10219737.000000 Penalty: 5570.260254
	Iteration 4F: 3 clusters Score -1.021974e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -10222894.000000 Penalty: 5570.260254
	Iteration 5F: 3 clusters Score -1.022289e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -10228058.000000 Penalty: 5570.260254
	Iteration 6F: 3 clusters Score -1.022806e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -10234685.000000 Penalty: 5570.260254
	Iteration 7F: 3 clusters Score -1.023468e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -10239960.000000 Penalty: 5570.260254
	Iteration 8F: 3 clusters Score -1.023996e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -10242550.000000 Penalty: 5570.260254
	Iteration 9Q: 3 clusters Score -1.024255e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -10243500.000000 Penalty: 5570.260254
	Iteration 10Q: 3 clusters Score -1.02435e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -10243810.000000 Penalty: 5570.260254
	Iteration 11Q: 3 clusters Score -1.024381e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -10243934.000000 Penalty: 5570.260254
	Iteration 12Q: 3 clusters Score -1.024393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -10244007.000000 Penalty: 5570.260254
	Iteration 13Q: 3 clusters Score -1.024401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -10244030.000000 Penalty: 5570.260254
	Iteration 14Q: 3 clusters Score -1.024403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -10244055.000000 Penalty: 5570.260254
	Iteration 15Q: 3 clusters Score -1.024406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -10244078.000000 Penalty: 5570.260254
	Iteration 16Q: 3 clusters Score -1.024408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -10244075.000000 Penalty: 5570.260254
	Iteration 17Q: 3 clusters Score -1.024408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -10244093.000000 Penalty: 5570.260254
	Iteration 18Q: 3 clusters Score -1.024409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -10244095.000000 Penalty: 5570.260254
	Iteration 19Q: 3 clusters Score -1.02441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10244093.000000 Penalty: 5570.260254
	Iteration 20F: 3 clusters Score -1.024409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -10244095.000000 Penalty: 5570.260254
	Iteration 21Q: 3 clusters Score -1.02441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -10244102.000000 Penalty: 5570.260254
	Iteration 22Q: 3 clusters Score -1.02441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10244102.000000 Penalty: 5570.260254
	Iteration 23Q: 3 clusters Score -1.02441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -10244105.000000 Penalty: 5570.260254
	Iteration 24Q: 3 clusters Score -1.02441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -10244114.000000 Penalty: 5570.260254
	Iteration 25Q: 3 clusters Score -1.024411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -10244121.000000 Penalty: 5570.260254
	Iteration 26Q: 3 clusters Score -1.024412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -10244125.000000 Penalty: 5570.260254
	Iteration 27Q: 3 clusters Score -1.024412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -10244125.000000 Penalty: 5570.260254
	Iteration 28F: 3 clusters Score -1.024412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117216.093750 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117216.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117569.851562 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117569.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117695.187500 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117695.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117771.015625 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117840.093750 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117876.367188 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117898.851562 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -117898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117910.851562 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -117910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117924.804688 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -117924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117943.523438 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -117943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117954.359375 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -117954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117959.468750 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -117959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117965.445312 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -117965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117975.953125 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -117976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117981.640625 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -117981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117988.914062 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -117988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117993.789062 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -117993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118004.710938 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -118004.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118018.375000 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118028.585938 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118028.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118047.093750 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118063.406250 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -118063.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118078.367188 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -118078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118093.375000 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -118093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118095.906250 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -118095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118096.687500 Penalty: 3420.258789
	Iteration 25Q: 3 clusters Score -118096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118097.718750 Penalty: 3420.258789
	Iteration 26Q: 3 clusters Score -118097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118097.718750 Penalty: 3420.258789
	Iteration 27F: 3 clusters Score -118097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (154050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154050 members 
Entering Unmasked Estep 
Score: -20735342.000000 Penalty: 2962.367920
	Iteration 0F: 2 clusters Score -2.073534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -20635014.000000 Penalty: 5924.735840
	Iteration 0F: 3 clusters Score -2.063501e+07 nChanged 73660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -20677532.000000 Penalty: 5924.735840
	Iteration 1F: 3 clusters Score -2.067753e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -20678250.000000 Penalty: 5924.735840
	Iteration 2Q: 3 clusters Score -2.067825e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -20678964.000000 Penalty: 5924.735840
	Iteration 3Q: 3 clusters Score -2.067896e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -20679894.000000 Penalty: 5924.735840
	Iteration 4Q: 3 clusters Score -2.067989e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -20681720.000000 Penalty: 5924.735840
	Iteration 5Q: 3 clusters Score -2.068172e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -20684752.000000 Penalty: 5924.735840
	Iteration 6Q: 3 clusters Score -2.068475e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -20690418.000000 Penalty: 5924.735840
	Iteration 7F: 3 clusters Score -2.069042e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -20700008.000000 Penalty: 5924.735840
	Iteration 8F: 3 clusters Score -2.070001e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -20712462.000000 Penalty: 5924.735840
	Iteration 9F: 3 clusters Score -2.071246e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -20723646.000000 Penalty: 5924.735840
	Iteration 10F: 3 clusters Score -2.072365e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -20729658.000000 Penalty: 5924.735840
	Iteration 11Q: 3 clusters Score -2.072966e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -20731718.000000 Penalty: 5924.735840
	Iteration 12Q: 3 clusters Score -2.073172e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -20732282.000000 Penalty: 5924.735840
	Iteration 13Q: 3 clusters Score -2.073228e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -20732472.000000 Penalty: 5924.735840
	Iteration 14Q: 3 clusters Score -2.073247e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -20732588.000000 Penalty: 5924.735840
	Iteration 15Q: 3 clusters Score -2.073259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -20732646.000000 Penalty: 5924.735840
	Iteration 16Q: 3 clusters Score -2.073265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -20732664.000000 Penalty: 5924.735840
	Iteration 17Q: 3 clusters Score -2.073266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 153774 members 
Entering Unmasked Estep 
Score: -20732692.000000 Penalty: 5924.735840
	Iteration 18Q: 3 clusters Score -2.073269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 153780 members 
Entering Unmasked Estep 
Score: -20732696.000000 Penalty: 5924.735840
	Iteration 19Q: 3 clusters Score -2.07327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -20732718.000000 Penalty: 5924.735840
	Iteration 20F: 3 clusters Score -2.073272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -20732742.000000 Penalty: 5924.735840
	Iteration 21Q: 3 clusters Score -2.073274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -20732736.000000 Penalty: 5924.735840
	Iteration 22Q: 3 clusters Score -2.073274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -20732744.000000 Penalty: 5924.735840
	Iteration 23Q: 3 clusters Score -2.073274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -20732748.000000 Penalty: 5924.735840
	Iteration 24Q: 3 clusters Score -2.073275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -20732748.000000 Penalty: 5924.735840
	Iteration 25Q: 3 clusters Score -2.073275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -20732758.000000 Penalty: 5924.735840
	Iteration 26Q: 3 clusters Score -2.073276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -20732760.000000 Penalty: 5924.735840
	Iteration 27Q: 3 clusters Score -2.073276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -20732762.000000 Penalty: 5924.735840
	Iteration 28Q: 3 clusters Score -2.073276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -20732790.000000 Penalty: 5924.735840
	Iteration 29Q: 3 clusters Score -2.073279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -20732784.000000 Penalty: 5924.735840
	Iteration 30Q: 3 clusters Score -2.073278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -20732784.000000 Penalty: 5924.735840
	Iteration 31F: 3 clusters Score -2.073278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -621855.687500 Penalty: 2110.871338
	Iteration 0F: 2 clusters Score -621855.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -617354.000000 Penalty: 4221.742676
	Iteration 0F: 3 clusters Score -617354 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -618382.562500 Penalty: 4221.742676
	Iteration 1F: 3 clusters Score -618382.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -618562.062500 Penalty: 4221.742676
	Iteration 2F: 3 clusters Score -618562.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -618677.000000 Penalty: 4221.742676
	Iteration 3Q: 3 clusters Score -618677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -618767.062500 Penalty: 4221.742676
	Iteration 4Q: 3 clusters Score -618767.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -618829.625000 Penalty: 4221.742676
	Iteration 5Q: 3 clusters Score -618829.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -618889.812500 Penalty: 4221.742676
	Iteration 6Q: 3 clusters Score -618889.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -618945.375000 Penalty: 4221.742676
	Iteration 7Q: 3 clusters Score -618945.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -618987.625000 Penalty: 4221.742676
	Iteration 8Q: 3 clusters Score -618987.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -619036.125000 Penalty: 4221.742676
	Iteration 9Q: 3 clusters Score -619036.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -619092.562500 Penalty: 4221.742676
	Iteration 10Q: 3 clusters Score -619092.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -619159.125000 Penalty: 4221.742676
	Iteration 11Q: 3 clusters Score -619159.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -619222.187500 Penalty: 4221.742676
	Iteration 12Q: 3 clusters Score -619222.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -619272.187500 Penalty: 4221.742676
	Iteration 13Q: 3 clusters Score -619272.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -619321.562500 Penalty: 4221.742676
	Iteration 14Q: 3 clusters Score -619321.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -619359.375000 Penalty: 4221.742676
	Iteration 15Q: 3 clusters Score -619359.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -619395.500000 Penalty: 4221.742676
	Iteration 16Q: 3 clusters Score -619395.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -619424.312500 Penalty: 4221.742676
	Iteration 17Q: 3 clusters Score -619424.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -619456.062500 Penalty: 4221.742676
	Iteration 18Q: 3 clusters Score -619456.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -619486.687500 Penalty: 4221.742676
	Iteration 19Q: 3 clusters Score -619486.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -619517.562500 Penalty: 4221.742676
	Iteration 20F: 3 clusters Score -619517.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -619545.125000 Penalty: 4221.742676
	Iteration 21Q: 3 clusters Score -619545.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -619577.250000 Penalty: 4221.742676
	Iteration 22Q: 3 clusters Score -619577.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -619615.375000 Penalty: 4221.742676
	Iteration 23Q: 3 clusters Score -619615.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -619649.187500 Penalty: 4221.742676
	Iteration 24Q: 3 clusters Score -619649.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -619681.500000 Penalty: 4221.742676
	Iteration 25Q: 3 clusters Score -619681.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -619714.062500 Penalty: 4221.742676
	Iteration 26Q: 3 clusters Score -619714.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -619745.000000 Penalty: 4221.742676
	Iteration 27Q: 3 clusters Score -619745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -619776.812500 Penalty: 4221.742676
	Iteration 28Q: 3 clusters Score -619776.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -619814.375000 Penalty: 4221.742676
	Iteration 29Q: 3 clusters Score -619814.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -619851.125000 Penalty: 4221.742676
	Iteration 30Q: 3 clusters Score -619851.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -619884.750000 Penalty: 4221.742676
	Iteration 31Q: 3 clusters Score -619884.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -619907.937500 Penalty: 4221.742676
	Iteration 32Q: 3 clusters Score -619907.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -619925.687500 Penalty: 4221.742676
	Iteration 33Q: 3 clusters Score -619925.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -619943.812500 Penalty: 4221.742676
	Iteration 34Q: 3 clusters Score -619943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -619959.062500 Penalty: 4221.742676
	Iteration 35Q: 3 clusters Score -619959.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -619969.312500 Penalty: 4221.742676
	Iteration 36Q: 3 clusters Score -619969.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -619979.000000 Penalty: 4221.742676
	Iteration 37Q: 3 clusters Score -619979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -619987.375000 Penalty: 4221.742676
	Iteration 38Q: 3 clusters Score -619987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -619996.187500 Penalty: 4221.742676
	Iteration 39Q: 3 clusters Score -619996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -620008.062500 Penalty: 4221.742676
	Iteration 40F: 3 clusters Score -620008.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -620020.062500 Penalty: 4221.742676
	Iteration 41Q: 3 clusters Score -620020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -620032.000000 Penalty: 4221.742676
	Iteration 42Q: 3 clusters Score -620032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -620043.437500 Penalty: 4221.742676
	Iteration 43Q: 3 clusters Score -620043.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -620052.375000 Penalty: 4221.742676
	Iteration 44Q: 3 clusters Score -620052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -620059.437500 Penalty: 4221.742676
	Iteration 45Q: 3 clusters Score -620059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -620062.687500 Penalty: 4221.742676
	Iteration 46Q: 3 clusters Score -620062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -620063.625000 Penalty: 4221.742676
	Iteration 47Q: 3 clusters Score -620063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -620067.437500 Penalty: 4221.742676
	Iteration 48Q: 3 clusters Score -620067.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -620071.375000 Penalty: 4221.742676
	Iteration 49Q: 3 clusters Score -620071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -620074.250000 Penalty: 4221.742676
	Iteration 50Q: 3 clusters Score -620074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -620078.937500 Penalty: 4221.742676
	Iteration 51Q: 3 clusters Score -620078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -620083.062500 Penalty: 4221.742676
	Iteration 52Q: 3 clusters Score -620083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -620084.187500 Penalty: 4221.742676
	Iteration 53Q: 3 clusters Score -620084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -620085.937500 Penalty: 4221.742676
	Iteration 54Q: 3 clusters Score -620085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -620090.187500 Penalty: 4221.742676
	Iteration 55Q: 3 clusters Score -620090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -620092.937500 Penalty: 4221.742676
	Iteration 56Q: 3 clusters Score -620092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -620095.312500 Penalty: 4221.742676
	Iteration 57Q: 3 clusters Score -620095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -620095.312500 Penalty: 4221.742676
	Iteration 58F: 3 clusters Score -620095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42491.726562 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42491.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42667.261719 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42667.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42744.414062 Penalty: 2954.095215
	Iteration 2F: 3 clusters Score -42744.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42793.746094 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42793.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42805.800781 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42819.910156 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42819.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42824.988281 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42824.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42828.406250 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -42828.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42842.222656 Penalty: 2954.095215
	Iteration 8Q: 3 clusters Score -42842.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42851.945312 Penalty: 2954.095215
	Iteration 9Q: 3 clusters Score -42851.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42874.832031 Penalty: 2954.095215
	Iteration 10Q: 3 clusters Score -42874.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42894.171875 Penalty: 2954.095215
	Iteration 11Q: 3 clusters Score -42894.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42909.449219 Penalty: 2954.095215
	Iteration 12Q: 3 clusters Score -42909.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42920.230469 Penalty: 2954.095215
	Iteration 13Q: 3 clusters Score -42920.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42920.949219 Penalty: 2954.095215
	Iteration 14Q: 3 clusters Score -42920.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42920.949219 Penalty: 2954.095215
	Iteration 15F: 3 clusters Score -42920.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Entering Unmasked Estep 
Score: -1701443.500000 Penalty: 2357.171631
	Iteration 0F: 2 clusters Score -1701444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1691525.375000 Penalty: 4714.343262
	Iteration 0F: 3 clusters Score -1691525 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1694815.250000 Penalty: 4714.343262
	Iteration 1F: 3 clusters Score -1694815 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1695425.375000 Penalty: 4714.343262
	Iteration 2F: 3 clusters Score -1695425 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1695979.750000 Penalty: 4714.343262
	Iteration 3F: 3 clusters Score -1695980 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1696501.375000 Penalty: 4714.343262
	Iteration 4F: 3 clusters Score -1696501 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1697058.375000 Penalty: 4714.343262
	Iteration 5F: 3 clusters Score -1697058 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1697679.125000 Penalty: 4714.343262
	Iteration 6F: 3 clusters Score -1697679 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1698327.250000 Penalty: 4714.343262
	Iteration 7F: 3 clusters Score -1698327 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1698980.750000 Penalty: 4714.343262
	Iteration 8F: 3 clusters Score -1698981 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1699545.375000 Penalty: 4714.343262
	Iteration 9Q: 3 clusters Score -1699545 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1699992.625000 Penalty: 4714.343262
	Iteration 10Q: 3 clusters Score -1699993 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1700341.125000 Penalty: 4714.343262
	Iteration 11Q: 3 clusters Score -1700341 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1700568.250000 Penalty: 4714.343262
	Iteration 12Q: 3 clusters Score -1700568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1700731.250000 Penalty: 4714.343262
	Iteration 13Q: 3 clusters Score -1700731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1700866.125000 Penalty: 4714.343262
	Iteration 14Q: 3 clusters Score -1700866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1700948.875000 Penalty: 4714.343262
	Iteration 15Q: 3 clusters Score -1700949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1701000.375000 Penalty: 4714.343262
	Iteration 16Q: 3 clusters Score -1701000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1701051.375000 Penalty: 4714.343262
	Iteration 17Q: 3 clusters Score -1701051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1701075.875000 Penalty: 4714.343262
	Iteration 18Q: 3 clusters Score -1701076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1701093.250000 Penalty: 4714.343262
	Iteration 19Q: 3 clusters Score -1701093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1701126.875000 Penalty: 4714.343262
	Iteration 20F: 3 clusters Score -1701127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1701164.500000 Penalty: 4714.343262
	Iteration 21Q: 3 clusters Score -1701164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1701198.250000 Penalty: 4714.343262
	Iteration 22Q: 3 clusters Score -1701198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1701211.750000 Penalty: 4714.343262
	Iteration 23Q: 3 clusters Score -1701212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1701226.875000 Penalty: 4714.343262
	Iteration 24Q: 3 clusters Score -1701227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1701231.750000 Penalty: 4714.343262
	Iteration 25Q: 3 clusters Score -1701232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1701235.375000 Penalty: 4714.343262
	Iteration 26Q: 3 clusters Score -1701235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1701237.500000 Penalty: 4714.343262
	Iteration 27F: 3 clusters Score -1701238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1701235.375000 Penalty: 4714.343262
	Iteration 28Q: 3 clusters Score -1701235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1701238.250000 Penalty: 4714.343262
	Iteration 29Q: 3 clusters Score -1701238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1701240.250000 Penalty: 4714.343262
	Iteration 30Q: 3 clusters Score -1701240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1701241.000000 Penalty: 4714.343262
	Iteration 31Q: 3 clusters Score -1701241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1701239.375000 Penalty: 4714.343262
	Iteration 32Q: 3 clusters Score -1701239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1701243.750000 Penalty: 4714.343262
	Iteration 33Q: 3 clusters Score -1701244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1701243.750000 Penalty: 4714.343262
	Iteration 34F: 3 clusters Score -1701244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175289 members 
Entering Unmasked Estep 
Score: -23586098.000000 Penalty: 2994.399414
	Iteration 0F: 2 clusters Score -2.35861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -23473598.000000 Penalty: 5988.798828
	Iteration 0F: 3 clusters Score -2.34736e+07 nChanged 83887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -23522520.000000 Penalty: 5988.798828
	Iteration 1F: 3 clusters Score -2.352252e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -23524194.000000 Penalty: 5988.798828
	Iteration 2Q: 3 clusters Score -2.352419e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -23526968.000000 Penalty: 5988.798828
	Iteration 3Q: 3 clusters Score -2.352697e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -23531114.000000 Penalty: 5988.798828
	Iteration 4F: 3 clusters Score -2.353111e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -23537618.000000 Penalty: 5988.798828
	Iteration 5F: 3 clusters Score -2.353762e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -23546796.000000 Penalty: 5988.798828
	Iteration 6F: 3 clusters Score -2.35468e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -23558082.000000 Penalty: 5988.798828
	Iteration 7F: 3 clusters Score -2.355808e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -23568672.000000 Penalty: 5988.798828
	Iteration 8F: 3 clusters Score -2.356867e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -23575768.000000 Penalty: 5988.798828
	Iteration 9F: 3 clusters Score -2.357577e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -23580094.000000 Penalty: 5988.798828
	Iteration 10Q: 3 clusters Score -2.358009e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 169239 members 
Entering Unmasked Estep 
Score: -23582154.000000 Penalty: 5988.798828
	Iteration 11Q: 3 clusters Score -2.358215e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 170787 members 
Entering Unmasked Estep 
Score: -23582932.000000 Penalty: 5988.798828
	Iteration 12Q: 3 clusters Score -2.358293e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -23583432.000000 Penalty: 5988.798828
	Iteration 13Q: 3 clusters Score -2.358343e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -23583594.000000 Penalty: 5988.798828
	Iteration 14Q: 3 clusters Score -2.358359e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -23583692.000000 Penalty: 5988.798828
	Iteration 15Q: 3 clusters Score -2.358369e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -23583832.000000 Penalty: 5988.798828
	Iteration 16Q: 3 clusters Score -2.358383e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -23583926.000000 Penalty: 5988.798828
	Iteration 17Q: 3 clusters Score -2.358393e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -23583910.000000 Penalty: 5988.798828
	Iteration 18Q: 3 clusters Score -2.358391e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -23583906.000000 Penalty: 5988.798828
	Iteration 19Q: 3 clusters Score -2.358391e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -23583926.000000 Penalty: 5988.798828
	Iteration 20F: 3 clusters Score -2.358393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 173558 members 
Entering Unmasked Estep 
Score: -23583960.000000 Penalty: 5988.798828
	Iteration 21Q: 3 clusters Score -2.358396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -23583942.000000 Penalty: 5988.798828
	Iteration 22Q: 3 clusters Score -2.358394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -23583978.000000 Penalty: 5988.798828
	Iteration 23Q: 3 clusters Score -2.358398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -23583960.000000 Penalty: 5988.798828
	Iteration 24Q: 3 clusters Score -2.358396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -23583942.000000 Penalty: 5988.798828
	Iteration 25Q: 3 clusters Score -2.358394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 173750 members 
Entering Unmasked Estep 
Score: -23583966.000000 Penalty: 5988.798828
	Iteration 26Q: 3 clusters Score -2.358397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 173774 members 
Entering Unmasked Estep 
Score: -23583972.000000 Penalty: 5988.798828
	Iteration 27Q: 3 clusters Score -2.358397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 173791 members 
Entering Unmasked Estep 
Score: -23584000.000000 Penalty: 5988.798828
	Iteration 28Q: 3 clusters Score -2.3584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -23584000.000000 Penalty: 5988.798828
	Iteration 29Q: 3 clusters Score -2.3584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 173823 members 
Entering Unmasked Estep 
Score: -23584014.000000 Penalty: 5988.798828
	Iteration 30Q: 3 clusters Score -2.358401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -23584000.000000 Penalty: 5988.798828
	Iteration 31Q: 3 clusters Score -2.3584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -23583986.000000 Penalty: 5988.798828
	Iteration 32Q: 3 clusters Score -2.358399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -23583998.000000 Penalty: 5988.798828
	Iteration 33Q: 3 clusters Score -2.3584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 173847 members 
Entering Unmasked Estep 
Score: -23583984.000000 Penalty: 5988.798828
	Iteration 34Q: 3 clusters Score -2.358398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 173854 members 
Entering Unmasked Estep 
Score: -23583970.000000 Penalty: 5988.798828
	Iteration 35Q: 3 clusters Score -2.358397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 173860 members 
Entering Unmasked Estep 
Score: -23583984.000000 Penalty: 5988.798828
	Iteration 36Q: 3 clusters Score -2.358398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -23583962.000000 Penalty: 5988.798828
	Iteration 37Q: 3 clusters Score -2.358396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 173866 members 
Entering Unmasked Estep 
Score: -23583960.000000 Penalty: 5988.798828
	Iteration 38Q: 3 clusters Score -2.358396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 173866 members 
Entering Unmasked Estep 
Score: -23583960.000000 Penalty: 5988.798828
	Iteration 39Q: 3 clusters Score -2.358396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -23583962.000000 Penalty: 5988.798828
	Iteration 40F: 3 clusters Score -2.358396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 173868 members 
Entering Unmasked Estep 
Score: -23583968.000000 Penalty: 5988.798828
	Iteration 41Q: 3 clusters Score -2.358397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -23583958.000000 Penalty: 5988.798828
	Iteration 42Q: 3 clusters Score -2.358396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 173875 members 
Entering Unmasked Estep 
Score: -23583968.000000 Penalty: 5988.798828
	Iteration 43Q: 3 clusters Score -2.358397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -23583972.000000 Penalty: 5988.798828
	Iteration 44Q: 3 clusters Score -2.358397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -23583968.000000 Penalty: 5988.798828
	Iteration 45Q: 3 clusters Score -2.358397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 173878 members 
Entering Unmasked Estep 
Score: -23583986.000000 Penalty: 5988.798828
	Iteration 46Q: 3 clusters Score -2.358399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 173878 members 
Entering Unmasked Estep 
Score: -23583986.000000 Penalty: 5988.798828
	Iteration 47F: 3 clusters Score -2.358399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Entering Unmasked Estep 
Score: -5319634.500000 Penalty: 2622.404053
	Iteration 0F: 2 clusters Score -5319634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -5292950.500000 Penalty: 5244.808105
	Iteration 0F: 3 clusters Score -5292950 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5303028.500000 Penalty: 5244.808105
	Iteration 1F: 3 clusters Score -5303028 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5303717.500000 Penalty: 5244.808105
	Iteration 2Q: 3 clusters Score -5303718 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5304632.500000 Penalty: 5244.808105
	Iteration 3F: 3 clusters Score -5304632 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5305969.000000 Penalty: 5244.808105
	Iteration 4F: 3 clusters Score -5305969 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -5307910.500000 Penalty: 5244.808105
	Iteration 5F: 3 clusters Score -5307910 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -5310441.000000 Penalty: 5244.808105
	Iteration 6F: 3 clusters Score -5310441 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5313087.000000 Penalty: 5244.808105
	Iteration 7F: 3 clusters Score -5313087 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5315181.500000 Penalty: 5244.808105
	Iteration 8F: 3 clusters Score -5315182 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5316344.000000 Penalty: 5244.808105
	Iteration 9Q: 3 clusters Score -5316344 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5316937.000000 Penalty: 5244.808105
	Iteration 10Q: 3 clusters Score -5316937 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5317167.000000 Penalty: 5244.808105
	Iteration 11Q: 3 clusters Score -5317167 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5317314.000000 Penalty: 5244.808105
	Iteration 12Q: 3 clusters Score -5317314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5317403.000000 Penalty: 5244.808105
	Iteration 13Q: 3 clusters Score -5317403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5317466.000000 Penalty: 5244.808105
	Iteration 14Q: 3 clusters Score -5317466 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5317501.000000 Penalty: 5244.808105
	Iteration 15Q: 3 clusters Score -5317501 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5317520.000000 Penalty: 5244.808105
	Iteration 16Q: 3 clusters Score -5317520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5317541.000000 Penalty: 5244.808105
	Iteration 17Q: 3 clusters Score -5317541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5317582.000000 Penalty: 5244.808105
	Iteration 18Q: 3 clusters Score -5317582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5317593.000000 Penalty: 5244.808105
	Iteration 19Q: 3 clusters Score -5317593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5317604.500000 Penalty: 5244.808105
	Iteration 20F: 3 clusters Score -5317604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5317620.500000 Penalty: 5244.808105
	Iteration 21Q: 3 clusters Score -5317620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5317644.000000 Penalty: 5244.808105
	Iteration 22Q: 3 clusters Score -5317644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5317661.500000 Penalty: 5244.808105
	Iteration 23Q: 3 clusters Score -5317662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5317665.000000 Penalty: 5244.808105
	Iteration 24Q: 3 clusters Score -5317665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5317659.500000 Penalty: 5244.808105
	Iteration 25Q: 3 clusters Score -5317660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5317672.000000 Penalty: 5244.808105
	Iteration 26Q: 3 clusters Score -5317672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5317669.000000 Penalty: 5244.808105
	Iteration 27Q: 3 clusters Score -5317669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5317671.000000 Penalty: 5244.808105
	Iteration 28Q: 3 clusters Score -5317671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5317668.500000 Penalty: 5244.808105
	Iteration 29Q: 3 clusters Score -5317668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5317679.500000 Penalty: 5244.808105
	Iteration 30Q: 3 clusters Score -5317680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5317677.500000 Penalty: 5244.808105
	Iteration 31Q: 3 clusters Score -5317678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5317683.000000 Penalty: 5244.808105
	Iteration 32Q: 3 clusters Score -5317683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5317681.500000 Penalty: 5244.808105
	Iteration 33Q: 3 clusters Score -5317682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5317684.500000 Penalty: 5244.808105
	Iteration 34Q: 3 clusters Score -5317684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5317680.000000 Penalty: 5244.808105
	Iteration 35Q: 3 clusters Score -5317680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5317684.500000 Penalty: 5244.808105
	Iteration 36Q: 3 clusters Score -5317684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5317702.500000 Penalty: 5244.808105
	Iteration 37Q: 3 clusters Score -5317702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5317695.500000 Penalty: 5244.808105
	Iteration 38Q: 3 clusters Score -5317696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5317698.500000 Penalty: 5244.808105
	Iteration 39Q: 3 clusters Score -5317698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5317702.500000 Penalty: 5244.808105
	Iteration 40F: 3 clusters Score -5317702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5317702.000000 Penalty: 5244.808105
	Iteration 41Q: 3 clusters Score -5317702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5317702.500000 Penalty: 5244.808105
	Iteration 42Q: 3 clusters Score -5317702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5317705.500000 Penalty: 5244.808105
	Iteration 43Q: 3 clusters Score -5317706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5317717.500000 Penalty: 5244.808105
	Iteration 44Q: 3 clusters Score -5317718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5317717.500000 Penalty: 5244.808105
	Iteration 45Q: 3 clusters Score -5317718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5317721.000000 Penalty: 5244.808105
	Iteration 46Q: 3 clusters Score -5317721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5317717.500000 Penalty: 5244.808105
	Iteration 47Q: 3 clusters Score -5317718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5317710.000000 Penalty: 5244.808105
	Iteration 48Q: 3 clusters Score -5317710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5317714.000000 Penalty: 5244.808105
	Iteration 49Q: 3 clusters Score -5317714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5317714.000000 Penalty: 5244.808105
	Iteration 50Q: 3 clusters Score -5317714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5317718.500000 Penalty: 5244.808105
	Iteration 51Q: 3 clusters Score -5317718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5317717.000000 Penalty: 5244.808105
	Iteration 52Q: 3 clusters Score -5317717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5317715.000000 Penalty: 5244.808105
	Iteration 53Q: 3 clusters Score -5317715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5317722.000000 Penalty: 5244.808105
	Iteration 54Q: 3 clusters Score -5317722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5317721.500000 Penalty: 5244.808105
	Iteration 55Q: 3 clusters Score -5317722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5317721.500000 Penalty: 5244.808105
	Iteration 56Q: 3 clusters Score -5317722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5317722.000000 Penalty: 5244.808105
	Iteration 57Q: 3 clusters Score -5317722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5317723.500000 Penalty: 5244.808105
	Iteration 58Q: 3 clusters Score -5317724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5317723.500000 Penalty: 5244.808105
	Iteration 59Q: 3 clusters Score -5317724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5317723.500000 Penalty: 5244.808105
	Iteration 60F: 3 clusters Score -5317724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Entering Unmasked Estep 
Score: -8365419.000000 Penalty: 2745.516357
	Iteration 0F: 2 clusters Score -8365419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8322320.000000 Penalty: 5491.032715
	Iteration 0F: 3 clusters Score -8322320 nChanged 30067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -8339009.500000 Penalty: 5491.032715
	Iteration 1F: 3 clusters Score -8339010 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -8339611.500000 Penalty: 5491.032715
	Iteration 2Q: 3 clusters Score -8339612 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -8340176.500000 Penalty: 5491.032715
	Iteration 3Q: 3 clusters Score -8340176 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -8340702.000000 Penalty: 5491.032715
	Iteration 4Q: 3 clusters Score -8340702 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -8341310.000000 Penalty: 5491.032715
	Iteration 5Q: 3 clusters Score -8341310 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8342135.500000 Penalty: 5491.032715
	Iteration 6Q: 3 clusters Score -8342136 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -8343140.500000 Penalty: 5491.032715
	Iteration 7Q: 3 clusters Score -8343140 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -8344611.000000 Penalty: 5491.032715
	Iteration 8Q: 3 clusters Score -8344611 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8346833.500000 Penalty: 5491.032715
	Iteration 9F: 3 clusters Score -8346834 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8349895.000000 Penalty: 5491.032715
	Iteration 10F: 3 clusters Score -8349895 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -8353121.000000 Penalty: 5491.032715
	Iteration 11F: 3 clusters Score -8353121 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -8355852.500000 Penalty: 5491.032715
	Iteration 12F: 3 clusters Score -8355852 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -8357910.500000 Penalty: 5491.032715
	Iteration 13Q: 3 clusters Score -8357910 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -8359225.000000 Penalty: 5491.032715
	Iteration 14Q: 3 clusters Score -8359225 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -8360086.500000 Penalty: 5491.032715
	Iteration 15Q: 3 clusters Score -8360086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -8360721.000000 Penalty: 5491.032715
	Iteration 16Q: 3 clusters Score -8360721 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -8361137.500000 Penalty: 5491.032715
	Iteration 17Q: 3 clusters Score -8361138 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -8361479.000000 Penalty: 5491.032715
	Iteration 18Q: 3 clusters Score -8361479 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -8361774.000000 Penalty: 5491.032715
	Iteration 19Q: 3 clusters Score -8361774 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -8362032.500000 Penalty: 5491.032715
	Iteration 20F: 3 clusters Score -8362032 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -8362266.000000 Penalty: 5491.032715
	Iteration 21Q: 3 clusters Score -8362266 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -8362454.000000 Penalty: 5491.032715
	Iteration 22Q: 3 clusters Score -8362454 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -8362616.000000 Penalty: 5491.032715
	Iteration 23Q: 3 clusters Score -8362616 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -8362719.500000 Penalty: 5491.032715
	Iteration 24Q: 3 clusters Score -8362720 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -8362824.500000 Penalty: 5491.032715
	Iteration 25Q: 3 clusters Score -8362824 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8362900.500000 Penalty: 5491.032715
	Iteration 26Q: 3 clusters Score -8362900 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -8362964.000000 Penalty: 5491.032715
	Iteration 27Q: 3 clusters Score -8362964 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -8363031.500000 Penalty: 5491.032715
	Iteration 28Q: 3 clusters Score -8363032 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -8363094.000000 Penalty: 5491.032715
	Iteration 29Q: 3 clusters Score -8363094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -8363115.000000 Penalty: 5491.032715
	Iteration 30Q: 3 clusters Score -8363115 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -8363145.000000 Penalty: 5491.032715
	Iteration 31Q: 3 clusters Score -8363145 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -8363188.500000 Penalty: 5491.032715
	Iteration 32Q: 3 clusters Score -8363188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -8363223.500000 Penalty: 5491.032715
	Iteration 33Q: 3 clusters Score -8363224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -8363257.000000 Penalty: 5491.032715
	Iteration 34Q: 3 clusters Score -8363257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8363298.500000 Penalty: 5491.032715
	Iteration 35Q: 3 clusters Score -8363298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -8363329.500000 Penalty: 5491.032715
	Iteration 36Q: 3 clusters Score -8363330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -8363349.500000 Penalty: 5491.032715
	Iteration 37Q: 3 clusters Score -8363350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -8363382.500000 Penalty: 5491.032715
	Iteration 38Q: 3 clusters Score -8363382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8363410.000000 Penalty: 5491.032715
	Iteration 39Q: 3 clusters Score -8363410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -8363421.000000 Penalty: 5491.032715
	Iteration 40F: 3 clusters Score -8363421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -8363420.000000 Penalty: 5491.032715
	Iteration 41Q: 3 clusters Score -8363420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -8363445.000000 Penalty: 5491.032715
	Iteration 42Q: 3 clusters Score -8363445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -8363465.500000 Penalty: 5491.032715
	Iteration 43Q: 3 clusters Score -8363466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -8363477.000000 Penalty: 5491.032715
	Iteration 44Q: 3 clusters Score -8363477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -8363475.500000 Penalty: 5491.032715
	Iteration 45Q: 3 clusters Score -8363476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -8363475.000000 Penalty: 5491.032715
	Iteration 46Q: 3 clusters Score -8363475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -8363474.500000 Penalty: 5491.032715
	Iteration 47Q: 3 clusters Score -8363474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -8363476.500000 Penalty: 5491.032715
	Iteration 48Q: 3 clusters Score -8363476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -8363483.000000 Penalty: 5491.032715
	Iteration 49Q: 3 clusters Score -8363483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -8363480.000000 Penalty: 5491.032715
	Iteration 50Q: 3 clusters Score -8363480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -8363483.000000 Penalty: 5491.032715
	Iteration 51Q: 3 clusters Score -8363483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -8363489.000000 Penalty: 5491.032715
	Iteration 52Q: 3 clusters Score -8363489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -8363492.000000 Penalty: 5491.032715
	Iteration 53Q: 3 clusters Score -8363492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -8363487.000000 Penalty: 5491.032715
	Iteration 54Q: 3 clusters Score -8363487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -8363495.500000 Penalty: 5491.032715
	Iteration 55Q: 3 clusters Score -8363496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -8363496.500000 Penalty: 5491.032715
	Iteration 56Q: 3 clusters Score -8363496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -8363498.500000 Penalty: 5491.032715
	Iteration 57Q: 3 clusters Score -8363498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8363499.500000 Penalty: 5491.032715
	Iteration 58Q: 3 clusters Score -8363500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -8363498.500000 Penalty: 5491.032715
	Iteration 59Q: 3 clusters Score -8363498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -8363499.500000 Penalty: 5491.032715
	Iteration 60F: 3 clusters Score -8363500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -8363504.500000 Penalty: 5491.032715
	Iteration 61Q: 3 clusters Score -8363504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -8363500.500000 Penalty: 5491.032715
	Iteration 62Q: 3 clusters Score -8363500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -8363508.000000 Penalty: 5491.032715
	Iteration 63Q: 3 clusters Score -8363508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -8363503.000000 Penalty: 5491.032715
	Iteration 64Q: 3 clusters Score -8363503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -8363507.000000 Penalty: 5491.032715
	Iteration 65Q: 3 clusters Score -8363507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -8363502.000000 Penalty: 5491.032715
	Iteration 66Q: 3 clusters Score -8363502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -8363509.000000 Penalty: 5491.032715
	Iteration 67Q: 3 clusters Score -8363509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8363500.000000 Penalty: 5491.032715
	Iteration 68Q: 3 clusters Score -8363500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -8363499.500000 Penalty: 5491.032715
	Iteration 69Q: 3 clusters Score -8363500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -8363498.500000 Penalty: 5491.032715
	Iteration 70Q: 3 clusters Score -8363498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -8363503.500000 Penalty: 5491.032715
	Iteration 71Q: 3 clusters Score -8363504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -8363503.000000 Penalty: 5491.032715
	Iteration 72Q: 3 clusters Score -8363503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8363502.000000 Penalty: 5491.032715
	Iteration 73Q: 3 clusters Score -8363502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8363502.000000 Penalty: 5491.032715
	Iteration 74F: 3 clusters Score -8363502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -357489.968750 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -357490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -354478.281250 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -354478.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -355020.968750 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -355021 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -355168.750000 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -355168.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -355240.250000 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -355240.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -355284.687500 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -355284.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -355322.625000 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -355322.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -355346.187500 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -355346.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -355361.125000 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -355361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -355371.843750 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -355371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -355378.750000 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -355378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355386.281250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -355386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -355393.125000 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -355393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -355396.531250 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -355396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -355398.343750 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -355398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -355401.187500 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -355401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -355403.250000 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -355403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -355405.125000 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -355405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -355408.406250 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -355408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -355410.843750 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -355410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -355413.843750 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -355413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -355414.437500 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -355414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -355415.812500 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -355415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -355419.781250 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -355419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -355423.187500 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -355423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -355426.281250 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -355426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -355427.625000 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -355427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -355427.718750 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -355427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -355427.718750 Penalty: 3890.354248
	Iteration 27F: 3 clusters Score -355427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 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 174 members 
Entering Unmasked Estep 
Score: -39752.253906 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39752.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39928.058594 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39928.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40056.574219 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -40056.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40092.167969 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40092.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40108.351562 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40108.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40116.363281 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40116.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40122.257812 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40122.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40124.046875 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40124.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40124.046875 Penalty: 2920.883301
	Iteration 8F: 3 clusters Score -40124.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Entering Unmasked Estep 
Score: -8763961.000000 Penalty: 2748.275879
	Iteration 0F: 2 clusters Score -8763961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8720279.000000 Penalty: 5496.551758
	Iteration 0F: 3 clusters Score -8720279 nChanged 30364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -8737389.000000 Penalty: 5496.551758
	Iteration 1F: 3 clusters Score -8737389 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8738047.000000 Penalty: 5496.551758
	Iteration 2Q: 3 clusters Score -8738047 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8738799.000000 Penalty: 5496.551758
	Iteration 3Q: 3 clusters Score -8738799 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -8739714.000000 Penalty: 5496.551758
	Iteration 4Q: 3 clusters Score -8739714 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8740964.000000 Penalty: 5496.551758
	Iteration 5Q: 3 clusters Score -8740964 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8742847.000000 Penalty: 5496.551758
	Iteration 6F: 3 clusters Score -8742847 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8745384.000000 Penalty: 5496.551758
	Iteration 7F: 3 clusters Score -8745384 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -8748685.000000 Penalty: 5496.551758
	Iteration 8F: 3 clusters Score -8748685 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -8752355.000000 Penalty: 5496.551758
	Iteration 9F: 3 clusters Score -8752355 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -8755827.000000 Penalty: 5496.551758
	Iteration 10F: 3 clusters Score -8755827 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -8758324.000000 Penalty: 5496.551758
	Iteration 11Q: 3 clusters Score -8758324 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -8759855.000000 Penalty: 5496.551758
	Iteration 12Q: 3 clusters Score -8759855 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8760653.000000 Penalty: 5496.551758
	Iteration 13Q: 3 clusters Score -8760653 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -8761085.000000 Penalty: 5496.551758
	Iteration 14Q: 3 clusters Score -8761085 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -8761301.000000 Penalty: 5496.551758
	Iteration 15Q: 3 clusters Score -8761301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -8761430.000000 Penalty: 5496.551758
	Iteration 16Q: 3 clusters Score -8761430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8761521.000000 Penalty: 5496.551758
	Iteration 17Q: 3 clusters Score -8761521 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -8761624.000000 Penalty: 5496.551758
	Iteration 18Q: 3 clusters Score -8761624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -8761680.000000 Penalty: 5496.551758
	Iteration 19Q: 3 clusters Score -8761680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -8761719.000000 Penalty: 5496.551758
	Iteration 20F: 3 clusters Score -8761719 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -8761761.000000 Penalty: 5496.551758
	Iteration 21Q: 3 clusters Score -8761761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -8761782.000000 Penalty: 5496.551758
	Iteration 22Q: 3 clusters Score -8761782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -8761803.000000 Penalty: 5496.551758
	Iteration 23Q: 3 clusters Score -8761803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8761816.000000 Penalty: 5496.551758
	Iteration 24Q: 3 clusters Score -8761816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -8761820.000000 Penalty: 5496.551758
	Iteration 25Q: 3 clusters Score -8761820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -8761828.000000 Penalty: 5496.551758
	Iteration 26Q: 3 clusters Score -8761828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8761840.000000 Penalty: 5496.551758
	Iteration 27Q: 3 clusters Score -8761840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -8761838.000000 Penalty: 5496.551758
	Iteration 28Q: 3 clusters Score -8761838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8761837.000000 Penalty: 5496.551758
	Iteration 29Q: 3 clusters Score -8761837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8761828.000000 Penalty: 5496.551758
	Iteration 30Q: 3 clusters Score -8761828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8761833.000000 Penalty: 5496.551758
	Iteration 31Q: 3 clusters Score -8761833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8761833.000000 Penalty: 5496.551758
	Iteration 32F: 3 clusters Score -8761833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Entering Unmasked Estep 
Score: -2567082.250000 Penalty: 2447.268066
	Iteration 0F: 2 clusters Score -2567082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2553499.500000 Penalty: 4894.536133
	Iteration 0F: 3 clusters Score -2553500 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2558135.000000 Penalty: 4894.536133
	Iteration 1F: 3 clusters Score -2558135 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2558627.750000 Penalty: 4894.536133
	Iteration 2F: 3 clusters Score -2558628 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2559092.750000 Penalty: 4894.536133
	Iteration 3F: 3 clusters Score -2559093 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2559630.500000 Penalty: 4894.536133
	Iteration 4Q: 3 clusters Score -2559630 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2560233.250000 Penalty: 4894.536133
	Iteration 5F: 3 clusters Score -2560233 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2560852.000000 Penalty: 4894.536133
	Iteration 6F: 3 clusters Score -2560852 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2561468.750000 Penalty: 4894.536133
	Iteration 7Q: 3 clusters Score -2561469 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2562142.500000 Penalty: 4894.536133
	Iteration 8Q: 3 clusters Score -2562142 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2562767.000000 Penalty: 4894.536133
	Iteration 9Q: 3 clusters Score -2562767 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2563264.500000 Penalty: 4894.536133
	Iteration 10Q: 3 clusters Score -2563264 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2563645.750000 Penalty: 4894.536133
	Iteration 11Q: 3 clusters Score -2563646 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2563931.000000 Penalty: 4894.536133
	Iteration 12Q: 3 clusters Score -2563931 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2564151.000000 Penalty: 4894.536133
	Iteration 13Q: 3 clusters Score -2564151 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2564325.500000 Penalty: 4894.536133
	Iteration 14Q: 3 clusters Score -2564326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2564463.000000 Penalty: 4894.536133
	Iteration 15Q: 3 clusters Score -2564463 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2564558.250000 Penalty: 4894.536133
	Iteration 16Q: 3 clusters Score -2564558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2564633.250000 Penalty: 4894.536133
	Iteration 17Q: 3 clusters Score -2564633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2564681.250000 Penalty: 4894.536133
	Iteration 18Q: 3 clusters Score -2564681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2564731.750000 Penalty: 4894.536133
	Iteration 19Q: 3 clusters Score -2564732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2564784.500000 Penalty: 4894.536133
	Iteration 20F: 3 clusters Score -2564784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2564817.000000 Penalty: 4894.536133
	Iteration 21Q: 3 clusters Score -2564817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2564853.250000 Penalty: 4894.536133
	Iteration 22Q: 3 clusters Score -2564853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2564869.000000 Penalty: 4894.536133
	Iteration 23Q: 3 clusters Score -2564869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2564883.500000 Penalty: 4894.536133
	Iteration 24Q: 3 clusters Score -2564884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2564901.250000 Penalty: 4894.536133
	Iteration 25Q: 3 clusters Score -2564901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2564911.750000 Penalty: 4894.536133
	Iteration 26Q: 3 clusters Score -2564912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2564922.500000 Penalty: 4894.536133
	Iteration 27Q: 3 clusters Score -2564922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2564926.750000 Penalty: 4894.536133
	Iteration 28Q: 3 clusters Score -2564927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2564938.000000 Penalty: 4894.536133
	Iteration 29Q: 3 clusters Score -2564938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2564952.000000 Penalty: 4894.536133
	Iteration 30Q: 3 clusters Score -2564952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2564965.500000 Penalty: 4894.536133
	Iteration 31Q: 3 clusters Score -2564966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2564971.250000 Penalty: 4894.536133
	Iteration 32Q: 3 clusters Score -2564971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2564983.500000 Penalty: 4894.536133
	Iteration 33Q: 3 clusters Score -2564984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2564987.000000 Penalty: 4894.536133
	Iteration 34Q: 3 clusters Score -2564987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2564993.000000 Penalty: 4894.536133
	Iteration 35Q: 3 clusters Score -2564993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2564999.250000 Penalty: 4894.536133
	Iteration 36Q: 3 clusters Score -2564999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2565001.750000 Penalty: 4894.536133
	Iteration 37Q: 3 clusters Score -2565002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2565003.750000 Penalty: 4894.536133
	Iteration 38Q: 3 clusters Score -2565004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2565008.000000 Penalty: 4894.536133
	Iteration 39Q: 3 clusters Score -2565008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2565010.250000 Penalty: 4894.536133
	Iteration 40F: 3 clusters Score -2565010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2565009.500000 Penalty: 4894.536133
	Iteration 41Q: 3 clusters Score -2565010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2565009.500000 Penalty: 4894.536133
	Iteration 42F: 3 clusters Score -2565010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (175179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Entering Unmasked Estep 
Score: -23716248.000000 Penalty: 2994.243652
	Iteration 0F: 2 clusters Score -2.371625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -23601312.000000 Penalty: 5988.487305
	Iteration 0F: 3 clusters Score -2.360131e+07 nChanged 84264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -23650918.000000 Penalty: 5988.487305
	Iteration 1F: 3 clusters Score -2.365092e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -23651966.000000 Penalty: 5988.487305
	Iteration 2Q: 3 clusters Score -2.365197e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -23653640.000000 Penalty: 5988.487305
	Iteration 3Q: 3 clusters Score -2.365364e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -23656388.000000 Penalty: 5988.487305
	Iteration 4Q: 3 clusters Score -2.365639e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 115043 members 
Entering Unmasked Estep 
Score: -23661758.000000 Penalty: 5988.487305
	Iteration 5F: 3 clusters Score -2.366176e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -23670940.000000 Penalty: 5988.487305
	Iteration 6F: 3 clusters Score -2.367094e+07 nChanged 16001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 143967 members 
Entering Unmasked Estep 
Score: -23684922.000000 Penalty: 5988.487305
	Iteration 7F: 3 clusters Score -2.368492e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -23699274.000000 Penalty: 5988.487305
	Iteration 8F: 3 clusters Score -2.369927e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -23708616.000000 Penalty: 5988.487305
	Iteration 9F: 3 clusters Score -2.370862e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -23712174.000000 Penalty: 5988.487305
	Iteration 10Q: 3 clusters Score -2.371217e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -23713140.000000 Penalty: 5988.487305
	Iteration 11Q: 3 clusters Score -2.371314e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -23713408.000000 Penalty: 5988.487305
	Iteration 12Q: 3 clusters Score -2.371341e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -23713492.000000 Penalty: 5988.487305
	Iteration 13Q: 3 clusters Score -2.371349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -23713528.000000 Penalty: 5988.487305
	Iteration 14Q: 3 clusters Score -2.371353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -23713570.000000 Penalty: 5988.487305
	Iteration 15Q: 3 clusters Score -2.371357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174969 members 
Entering Unmasked Estep 
Score: -23713578.000000 Penalty: 5988.487305
	Iteration 16Q: 3 clusters Score -2.371358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -23713590.000000 Penalty: 5988.487305
	Iteration 17Q: 3 clusters Score -2.371359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -23713604.000000 Penalty: 5988.487305
	Iteration 18Q: 3 clusters Score -2.37136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23713592.000000 Penalty: 5988.487305
	Iteration 19Q: 3 clusters Score -2.371359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174971 members 
Entering Unmasked Estep 
Score: -23713586.000000 Penalty: 5988.487305
	Iteration 20F: 3 clusters Score -2.371359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23713590.000000 Penalty: 5988.487305
	Iteration 21Q: 3 clusters Score -2.371359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23713590.000000 Penalty: 5988.487305
	Iteration 22F: 3 clusters Score -2.371359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -634383.000000 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -634383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -629833.562500 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -629833.6 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -630952.750000 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -630952.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -631184.500000 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -631184.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -631393.812500 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -631393.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -631577.687500 Penalty: 4221.941895
	Iteration 4Q: 3 clusters Score -631577.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -631741.250000 Penalty: 4221.941895
	Iteration 5Q: 3 clusters Score -631741.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -631889.250000 Penalty: 4221.941895
	Iteration 6Q: 3 clusters Score -631889.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -632005.812500 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -632005.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -632128.375000 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -632128.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -632235.437500 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -632235.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -632328.312500 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -632328.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -632417.062500 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -632417.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -632499.812500 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -632499.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -632573.000000 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -632573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -632630.687500 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -632630.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -632673.750000 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -632673.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -632704.125000 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -632704.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -632733.187500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -632733.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -632753.312500 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -632753.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -632771.125000 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -632771.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -632785.625000 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -632785.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -632793.812500 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -632793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -632804.250000 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -632804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -632811.937500 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -632811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -632821.187500 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -632821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -632823.750000 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -632823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -632828.875000 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -632828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -632834.250000 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -632834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -632840.750000 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -632840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -632845.187500 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -632845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -632849.625000 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -632849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -632853.500000 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -632853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -632856.500000 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -632856.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -632860.812500 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -632860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -632863.250000 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -632863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -632864.937500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -632864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -632865.687500 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -632865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -632866.687500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -632866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -632866.750000 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -632866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -632870.562500 Penalty: 4221.941895
	Iteration 39Q: 3 clusters Score -632870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -632871.312500 Penalty: 4221.941895
	Iteration 40F: 3 clusters Score -632871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -632871.875000 Penalty: 4221.941895
	Iteration 41Q: 3 clusters Score -632871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -632873.687500 Penalty: 4221.941895
	Iteration 42Q: 3 clusters Score -632873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -632874.625000 Penalty: 4221.941895
	Iteration 43Q: 3 clusters Score -632874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -632874.375000 Penalty: 4221.941895
	Iteration 44Q: 3 clusters Score -632874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -632874.000000 Penalty: 4221.941895
	Iteration 45Q: 3 clusters Score -632874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -632875.250000 Penalty: 4221.941895
	Iteration 46Q: 3 clusters Score -632875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -632875.062500 Penalty: 4221.941895
	Iteration 47Q: 3 clusters Score -632875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -632877.812500 Penalty: 4221.941895
	Iteration 48Q: 3 clusters Score -632877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -632877.875000 Penalty: 4221.941895
	Iteration 49Q: 3 clusters Score -632877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -632877.875000 Penalty: 4221.941895
	Iteration 50F: 3 clusters Score -632877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235220 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100484 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75385 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154050 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13423 members 
Mstep: Class 14 contains 175289 members 
Mstep: Class 15 contains 39113 members 
Mstep: Class 16 contains 64256 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64975 members 
Mstep: Class 21 contains 19303 members 
Mstep: Class 22 contains 175179 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 239Q: 23 clusters Score -1.803699e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193166 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235201 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100469 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75388 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154057 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 14 contains 175306 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 16 contains 64254 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64971 members 
Mstep: Class 21 contains 19268 members 
Mstep: Class 22 contains 175203 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 240F: 23 clusters Score -1.803699e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 235194 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100453 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75394 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154059 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13441 members 
Mstep: Class 14 contains 175311 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 16 contains 64243 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 64980 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 22 contains 175227 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 241Q: 23 clusters Score -1.8037e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 235172 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100434 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75398 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154052 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13452 members 
Mstep: Class 14 contains 175318 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 16 contains 64238 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65002 members 
Mstep: Class 21 contains 19205 members 
Mstep: Class 22 contains 175245 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 242Q: 23 clusters Score -1.8037e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235165 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100412 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75403 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154029 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13466 members 
Mstep: Class 14 contains 175332 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 16 contains 64226 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65025 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 175265 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 243Q: 23 clusters Score -1.803701e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193184 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235149 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100379 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75405 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154029 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13484 members 
Mstep: Class 14 contains 175347 members 
Mstep: Class 15 contains 39112 members 
Mstep: Class 16 contains 64218 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65034 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 175299 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370192.000000 Penalty: 77098.109375
Iteration 244Q: 23 clusters Score -1.803702e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193183 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235139 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100354 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75399 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154034 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13503 members 
Mstep: Class 14 contains 175353 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 16 contains 64205 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65057 members 
Mstep: Class 21 contains 19140 members 
Mstep: Class 22 contains 175333 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370224.000000 Penalty: 77098.109375
Iteration 245Q: 23 clusters Score -1.803702e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193184 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235126 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100340 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75399 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154056 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13520 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39111 members 
Mstep: Class 16 contains 64195 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65074 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 175341 members 
Mstep: Class 24 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 246Q: 23 clusters Score -1.803699e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193200 members 
Mstep: Class 2 contains 42325 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235108 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100314 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75395 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154075 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13535 members 
Mstep: Class 14 contains 175357 members 
Mstep: Class 15 contains 39106 members 
Mstep: Class 16 contains 64182 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65093 members 
Mstep: Class 21 contains 19089 members 
Mstep: Class 22 contains 175356 members 
Mstep: Class 24 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 247Q: 23 clusters Score -1.803698e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193202 members 
Mstep: Class 2 contains 42328 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235097 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100304 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75385 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154089 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13551 members 
Mstep: Class 14 contains 175359 members 
Mstep: Class 15 contains 39104 members 
Mstep: Class 16 contains 64171 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65107 members 
Mstep: Class 21 contains 19062 members 
Mstep: Class 22 contains 175376 members 
Mstep: Class 24 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369728.000000 Penalty: 77098.109375
Iteration 248Q: 23 clusters Score -1.803697e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193216 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235085 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100302 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75380 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154119 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 175350 members 
Mstep: Class 15 contains 39105 members 
Mstep: Class 16 contains 64165 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65116 members 
Mstep: Class 21 contains 19028 members 
Mstep: Class 22 contains 175377 members 
Mstep: Class 24 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369680.000000 Penalty: 77098.109375
Iteration 249Q: 23 clusters Score -1.803697e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 42329 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235066 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100302 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75376 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154158 members 
Mstep: Class 11 contains 4954 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13572 members 
Mstep: Class 14 contains 175351 members 
Mstep: Class 15 contains 39104 members 
Mstep: Class 16 contains 64161 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65127 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 175366 members 
Mstep: Class 24 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 250Q: 23 clusters Score -1.803698e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193223 members 
Mstep: Class 2 contains 42328 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235039 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100296 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75368 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154198 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 175365 members 
Mstep: Class 15 contains 39105 members 
Mstep: Class 16 contains 64163 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65134 members 
Mstep: Class 21 contains 18978 members 
Mstep: Class 22 contains 175361 members 
Mstep: Class 24 contains 4971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369728.000000 Penalty: 77098.109375
Iteration 251Q: 23 clusters Score -1.803697e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193223 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235016 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100283 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75370 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154225 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13595 members 
Mstep: Class 14 contains 175374 members 
Mstep: Class 15 contains 39105 members 
Mstep: Class 16 contains 64166 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65150 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 175351 members 
Mstep: Class 24 contains 4969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369632.000000 Penalty: 77098.109375
Iteration 252Q: 23 clusters Score -1.803696e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193226 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 235003 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100288 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75363 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154236 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 175396 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 16 contains 64162 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65158 members 
Mstep: Class 21 contains 18956 members 
Mstep: Class 22 contains 175333 members 
Mstep: Class 24 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 253Q: 23 clusters Score -1.803698e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193230 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234990 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75360 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154271 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13616 members 
Mstep: Class 14 contains 175401 members 
Mstep: Class 15 contains 39100 members 
Mstep: Class 16 contains 64155 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65170 members 
Mstep: Class 21 contains 18939 members 
Mstep: Class 22 contains 175316 members 
Mstep: Class 24 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 254Q: 23 clusters Score -1.8037e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193236 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234993 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75356 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154309 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13631 members 
Mstep: Class 14 contains 175398 members 
Mstep: Class 15 contains 39100 members 
Mstep: Class 16 contains 64147 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65182 members 
Mstep: Class 21 contains 18912 members 
Mstep: Class 22 contains 175292 members 
Mstep: Class 24 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 255Q: 23 clusters Score -1.803698e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193238 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234989 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100279 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75345 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154370 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13642 members 
Mstep: Class 14 contains 175401 members 
Mstep: Class 15 contains 39101 members 
Mstep: Class 16 contains 64141 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65194 members 
Mstep: Class 21 contains 18878 members 
Mstep: Class 22 contains 175269 members 
Mstep: Class 24 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 256Q: 23 clusters Score -1.803698e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193248 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234993 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100277 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75339 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154394 members 
Mstep: Class 11 contains 4940 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13650 members 
Mstep: Class 14 contains 175395 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 16 contains 64131 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65217 members 
Mstep: Class 21 contains 18852 members 
Mstep: Class 22 contains 175249 members 
Mstep: Class 24 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369712.000000 Penalty: 77098.109375
Iteration 257Q: 23 clusters Score -1.803697e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193250 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234989 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100277 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75330 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154410 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13669 members 
Mstep: Class 14 contains 175391 members 
Mstep: Class 15 contains 39103 members 
Mstep: Class 16 contains 64125 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65247 members 
Mstep: Class 21 contains 18823 members 
Mstep: Class 22 contains 175229 members 
Mstep: Class 24 contains 4967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369696.000000 Penalty: 77098.109375
Iteration 258Q: 23 clusters Score -1.803697e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193260 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234989 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100272 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75319 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154421 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13679 members 
Mstep: Class 14 contains 175398 members 
Mstep: Class 15 contains 39099 members 
Mstep: Class 16 contains 64119 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65261 members 
Mstep: Class 21 contains 18800 members 
Mstep: Class 22 contains 175224 members 
Mstep: Class 24 contains 4966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 259Q: 23 clusters Score -1.803698e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193276 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234989 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100272 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75312 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154441 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13694 members 
Mstep: Class 14 contains 175398 members 
Mstep: Class 15 contains 39095 members 
Mstep: Class 16 contains 64110 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65277 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 175199 members 
Mstep: Class 24 contains 4964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369600.000000 Penalty: 77098.109375
Iteration 260F: 23 clusters Score -1.803696e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234979 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100275 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75306 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154460 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13707 members 
Mstep: Class 14 contains 175396 members 
Mstep: Class 15 contains 39093 members 
Mstep: Class 16 contains 64099 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65297 members 
Mstep: Class 21 contains 18761 members 
Mstep: Class 22 contains 175185 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369712.000000 Penalty: 77098.109375
Iteration 261Q: 23 clusters Score -1.803697e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193316 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234975 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100288 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75293 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154472 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13727 members 
Mstep: Class 14 contains 175399 members 
Mstep: Class 15 contains 39088 members 
Mstep: Class 16 contains 64095 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65315 members 
Mstep: Class 21 contains 18739 members 
Mstep: Class 22 contains 175142 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 262Q: 23 clusters Score -1.803699e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234968 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100300 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75278 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154475 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 175399 members 
Mstep: Class 15 contains 39087 members 
Mstep: Class 16 contains 64092 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65331 members 
Mstep: Class 21 contains 18719 members 
Mstep: Class 22 contains 175135 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 263Q: 23 clusters Score -1.803699e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234948 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100306 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75275 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154486 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13752 members 
Mstep: Class 14 contains 175407 members 
Mstep: Class 15 contains 39090 members 
Mstep: Class 16 contains 64086 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65344 members 
Mstep: Class 21 contains 18685 members 
Mstep: Class 22 contains 175134 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369696.000000 Penalty: 77098.109375
Iteration 264Q: 23 clusters Score -1.803697e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234932 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100308 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75273 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154493 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 175417 members 
Mstep: Class 15 contains 39090 members 
Mstep: Class 16 contains 64083 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65364 members 
Mstep: Class 21 contains 18655 members 
Mstep: Class 22 contains 175121 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369584.000000 Penalty: 77098.109375
Iteration 265Q: 23 clusters Score -1.803696e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193371 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234937 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100315 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75270 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154482 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 175421 members 
Mstep: Class 15 contains 39088 members 
Mstep: Class 16 contains 64081 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65388 members 
Mstep: Class 21 contains 18628 members 
Mstep: Class 22 contains 175105 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369456.000000 Penalty: 77098.109375
Iteration 266Q: 23 clusters Score -1.803695e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193373 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234946 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100320 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75266 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154483 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 175424 members 
Mstep: Class 15 contains 39086 members 
Mstep: Class 16 contains 64071 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65401 members 
Mstep: Class 21 contains 18602 members 
Mstep: Class 22 contains 175107 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369424.000000 Penalty: 77098.109375
Iteration 267Q: 23 clusters Score -1.803694e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193368 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 234941 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100319 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75259 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154490 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 175425 members 
Mstep: Class 15 contains 39089 members 
Mstep: Class 16 contains 64063 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65426 members 
Mstep: Class 21 contains 18581 members 
Mstep: Class 22 contains 175117 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369408.000000 Penalty: 77098.109375
Iteration 268Q: 23 clusters Score -1.803694e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193359 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234939 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100323 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75243 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154510 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 175419 members 
Mstep: Class 15 contains 39091 members 
Mstep: Class 16 contains 64056 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65448 members 
Mstep: Class 21 contains 18555 members 
Mstep: Class 22 contains 175125 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369440.000000 Penalty: 77098.109375
Iteration 269Q: 23 clusters Score -1.803694e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234930 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100331 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75236 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154521 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13816 members 
Mstep: Class 14 contains 175415 members 
Mstep: Class 15 contains 39088 members 
Mstep: Class 16 contains 64051 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65468 members 
Mstep: Class 21 contains 18538 members 
Mstep: Class 22 contains 175134 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369312.000000 Penalty: 77098.109375
Iteration 270Q: 23 clusters Score -1.803693e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193351 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234920 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100344 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75237 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154533 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13824 members 
Mstep: Class 14 contains 175412 members 
Mstep: Class 15 contains 39083 members 
Mstep: Class 16 contains 64046 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65493 members 
Mstep: Class 21 contains 18516 members 
Mstep: Class 22 contains 175113 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369456.000000 Penalty: 77098.109375
Iteration 271Q: 23 clusters Score -1.803695e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234912 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100352 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75239 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154559 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13831 members 
Mstep: Class 14 contains 175394 members 
Mstep: Class 15 contains 39077 members 
Mstep: Class 16 contains 64039 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65518 members 
Mstep: Class 21 contains 18491 members 
Mstep: Class 22 contains 175089 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369232.000000 Penalty: 77098.109375
Iteration 272Q: 23 clusters Score -1.803692e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234899 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100357 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75239 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154576 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 175385 members 
Mstep: Class 15 contains 39076 members 
Mstep: Class 16 contains 64037 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65539 members 
Mstep: Class 21 contains 18471 members 
Mstep: Class 22 contains 175082 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369504.000000 Penalty: 77098.109375
Iteration 273Q: 23 clusters Score -1.803695e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234900 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100357 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75233 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154595 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 14 contains 175376 members 
Mstep: Class 15 contains 39076 members 
Mstep: Class 16 contains 64036 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65560 members 
Mstep: Class 21 contains 18447 members 
Mstep: Class 22 contains 175070 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369536.000000 Penalty: 77098.109375
Iteration 274Q: 23 clusters Score -1.803695e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193394 members 
Mstep: Class 2 contains 42299 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234895 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100366 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75226 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154601 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 175369 members 
Mstep: Class 15 contains 39074 members 
Mstep: Class 16 contains 64038 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65586 members 
Mstep: Class 21 contains 18437 members 
Mstep: Class 22 contains 175047 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369504.000000 Penalty: 77098.109375
Iteration 275Q: 23 clusters Score -1.803695e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234897 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100376 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75222 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154611 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 175359 members 
Mstep: Class 15 contains 39073 members 
Mstep: Class 16 contains 64029 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65602 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 175036 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369600.000000 Penalty: 77098.109375
Iteration 276Q: 23 clusters Score -1.803696e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193418 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234900 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100396 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75220 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154623 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13843 members 
Mstep: Class 14 contains 175356 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 16 contains 64019 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65615 members 
Mstep: Class 21 contains 18399 members 
Mstep: Class 22 contains 175011 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369664.000000 Penalty: 77098.109375
Iteration 277Q: 23 clusters Score -1.803697e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234892 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100409 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75220 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154630 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13857 members 
Mstep: Class 14 contains 175355 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 16 contains 64013 members 
Mstep: Class 17 contains 2556 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65633 members 
Mstep: Class 21 contains 18382 members 
Mstep: Class 22 contains 174979 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 278Q: 23 clusters Score -1.803699e+08 nChanged 339
Entering ConstructFrom: 
Score: -180369904.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193447 members 
Entering Unmasked Estep 
Score: -25981414.000000 Penalty: 3018.844238
	Iteration 0F: 2 clusters Score -2.598141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -25856812.000000 Penalty: 6037.688477
	Iteration 0F: 3 clusters Score -2.585681e+07 nChanged 92843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -25911506.000000 Penalty: 6037.688477
	Iteration 1F: 3 clusters Score -2.591151e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -25913150.000000 Penalty: 6037.688477
	Iteration 2Q: 3 clusters Score -2.591315e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -25914878.000000 Penalty: 6037.688477
	Iteration 3Q: 3 clusters Score -2.591488e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -25917602.000000 Penalty: 6037.688477
	Iteration 4Q: 3 clusters Score -2.59176e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -25921846.000000 Penalty: 6037.688477
	Iteration 5Q: 3 clusters Score -2.592185e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -25928292.000000 Penalty: 6037.688477
	Iteration 6F: 3 clusters Score -2.592829e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -25937604.000000 Penalty: 6037.688477
	Iteration 7F: 3 clusters Score -2.59376e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -25946654.000000 Penalty: 6037.688477
	Iteration 8F: 3 clusters Score -2.594665e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -25950992.000000 Penalty: 6037.688477
	Iteration 9F: 3 clusters Score -2.595099e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -25952542.000000 Penalty: 6037.688477
	Iteration 10Q: 3 clusters Score -2.595254e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -25952822.000000 Penalty: 6037.688477
	Iteration 11Q: 3 clusters Score -2.595282e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -25953186.000000 Penalty: 6037.688477
	Iteration 12Q: 3 clusters Score -2.595319e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -25953282.000000 Penalty: 6037.688477
	Iteration 13Q: 3 clusters Score -2.595328e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -25953618.000000 Penalty: 6037.688477
	Iteration 14Q: 3 clusters Score -2.595362e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -25953954.000000 Penalty: 6037.688477
	Iteration 15Q: 3 clusters Score -2.595395e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -25954418.000000 Penalty: 6037.688477
	Iteration 16Q: 3 clusters Score -2.595442e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -25954866.000000 Penalty: 6037.688477
	Iteration 17Q: 3 clusters Score -2.595487e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -25955588.000000 Penalty: 6037.688477
	Iteration 18Q: 3 clusters Score -2.595559e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -25956252.000000 Penalty: 6037.688477
	Iteration 19Q: 3 clusters Score -2.595625e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -25956978.000000 Penalty: 6037.688477
	Iteration 20F: 3 clusters Score -2.595698e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -25958088.000000 Penalty: 6037.688477
	Iteration 21Q: 3 clusters Score -2.595809e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130140 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -25959092.000000 Penalty: 6037.688477
	Iteration 22Q: 3 clusters Score -2.595909e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -25960330.000000 Penalty: 6037.688477
	Iteration 23Q: 3 clusters Score -2.596033e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -25961674.000000 Penalty: 6037.688477
	Iteration 24Q: 3 clusters Score -2.596167e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -25962882.000000 Penalty: 6037.688477
	Iteration 25Q: 3 clusters Score -2.596288e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -25964126.000000 Penalty: 6037.688477
	Iteration 26Q: 3 clusters Score -2.596413e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -25965396.000000 Penalty: 6037.688477
	Iteration 27Q: 3 clusters Score -2.59654e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -25966644.000000 Penalty: 6037.688477
	Iteration 28Q: 3 clusters Score -2.596664e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -25967852.000000 Penalty: 6037.688477
	Iteration 29Q: 3 clusters Score -2.596785e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -25968960.000000 Penalty: 6037.688477
	Iteration 30Q: 3 clusters Score -2.596896e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -25970200.000000 Penalty: 6037.688477
	Iteration 31Q: 3 clusters Score -2.59702e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -25971246.000000 Penalty: 6037.688477
	Iteration 32Q: 3 clusters Score -2.597125e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -25972202.000000 Penalty: 6037.688477
	Iteration 33Q: 3 clusters Score -2.59722e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -25973026.000000 Penalty: 6037.688477
	Iteration 34Q: 3 clusters Score -2.597303e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168842 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -25973864.000000 Penalty: 6037.688477
	Iteration 35Q: 3 clusters Score -2.597386e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -25974624.000000 Penalty: 6037.688477
	Iteration 36Q: 3 clusters Score -2.597462e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -25975072.000000 Penalty: 6037.688477
	Iteration 37Q: 3 clusters Score -2.597507e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -25975656.000000 Penalty: 6037.688477
	Iteration 38Q: 3 clusters Score -2.597566e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -25976112.000000 Penalty: 6037.688477
	Iteration 39Q: 3 clusters Score -2.597611e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -25976724.000000 Penalty: 6037.688477
	Iteration 40F: 3 clusters Score -2.597672e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180147 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -25977228.000000 Penalty: 6037.688477
	Iteration 41Q: 3 clusters Score -2.597723e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181651 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -25977604.000000 Penalty: 6037.688477
	Iteration 42Q: 3 clusters Score -2.59776e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182993 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -25977962.000000 Penalty: 6037.688477
	Iteration 43Q: 3 clusters Score -2.597796e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -25978314.000000 Penalty: 6037.688477
	Iteration 44Q: 3 clusters Score -2.597831e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185241 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -25978646.000000 Penalty: 6037.688477
	Iteration 45Q: 3 clusters Score -2.597865e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186229 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -25978874.000000 Penalty: 6037.688477
	Iteration 46Q: 3 clusters Score -2.597887e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187111 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -25979040.000000 Penalty: 6037.688477
	Iteration 47Q: 3 clusters Score -2.597904e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -25979180.000000 Penalty: 6037.688477
	Iteration 48Q: 3 clusters Score -2.597918e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -25979266.000000 Penalty: 6037.688477
	Iteration 49Q: 3 clusters Score -2.597927e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189034 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -25979402.000000 Penalty: 6037.688477
	Iteration 50Q: 3 clusters Score -2.59794e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189469 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -25979414.000000 Penalty: 6037.688477
	Iteration 51Q: 3 clusters Score -2.597941e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189817 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -25979524.000000 Penalty: 6037.688477
	Iteration 52Q: 3 clusters Score -2.597952e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190115 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -25979574.000000 Penalty: 6037.688477
	Iteration 53Q: 3 clusters Score -2.597957e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190372 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -25979614.000000 Penalty: 6037.688477
	Iteration 54Q: 3 clusters Score -2.597961e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25979668.000000 Penalty: 6037.688477
	Iteration 55Q: 3 clusters Score -2.597967e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190763 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -25979650.000000 Penalty: 6037.688477
	Iteration 56Q: 3 clusters Score -2.597965e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190919 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -25979674.000000 Penalty: 6037.688477
	Iteration 57Q: 3 clusters Score -2.597967e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191061 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -25979686.000000 Penalty: 6037.688477
	Iteration 58Q: 3 clusters Score -2.597969e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191167 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -25979746.000000 Penalty: 6037.688477
	Iteration 59Q: 3 clusters Score -2.597975e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -25979768.000000 Penalty: 6037.688477
	Iteration 60F: 3 clusters Score -2.597977e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -25979808.000000 Penalty: 6037.688477
	Iteration 61Q: 3 clusters Score -2.597981e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191418 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -25979830.000000 Penalty: 6037.688477
	Iteration 62Q: 3 clusters Score -2.597983e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -25979856.000000 Penalty: 6037.688477
	Iteration 63Q: 3 clusters Score -2.597986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191553 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -25979802.000000 Penalty: 6037.688477
	Iteration 64Q: 3 clusters Score -2.59798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -25979798.000000 Penalty: 6037.688477
	Iteration 65Q: 3 clusters Score -2.59798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191638 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -25979786.000000 Penalty: 6037.688477
	Iteration 66Q: 3 clusters Score -2.597979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191667 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -25979782.000000 Penalty: 6037.688477
	Iteration 67Q: 3 clusters Score -2.597978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191688 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -25979770.000000 Penalty: 6037.688477
	Iteration 68Q: 3 clusters Score -2.597977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191710 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -25979748.000000 Penalty: 6037.688477
	Iteration 69Q: 3 clusters Score -2.597975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191737 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25979758.000000 Penalty: 6037.688477
	Iteration 70Q: 3 clusters Score -2.597976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191759 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25979736.000000 Penalty: 6037.688477
	Iteration 71Q: 3 clusters Score -2.597974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -25979766.000000 Penalty: 6037.688477
	Iteration 72Q: 3 clusters Score -2.597977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191812 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25979754.000000 Penalty: 6037.688477
	Iteration 73Q: 3 clusters Score -2.597975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191835 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25979722.000000 Penalty: 6037.688477
	Iteration 74Q: 3 clusters Score -2.597972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191846 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -25979740.000000 Penalty: 6037.688477
	Iteration 75Q: 3 clusters Score -2.597974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191857 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -25979734.000000 Penalty: 6037.688477
	Iteration 76Q: 3 clusters Score -2.597973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191863 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25979736.000000 Penalty: 6037.688477
	Iteration 77Q: 3 clusters Score -2.597974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191863 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -25979746.000000 Penalty: 6037.688477
	Iteration 78Q: 3 clusters Score -2.597975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191865 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -25979756.000000 Penalty: 6037.688477
	Iteration 79Q: 3 clusters Score -2.597976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25979748.000000 Penalty: 6037.688477
	Iteration 80F: 3 clusters Score -2.597975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25979740.000000 Penalty: 6037.688477
	Iteration 81Q: 3 clusters Score -2.597974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25979758.000000 Penalty: 6037.688477
	Iteration 82Q: 3 clusters Score -2.597976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25979764.000000 Penalty: 6037.688477
	Iteration 83Q: 3 clusters Score -2.597976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191867 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25979764.000000 Penalty: 6037.688477
	Iteration 84F: 3 clusters Score -2.597976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Entering Unmasked Estep 
Score: -5739043.000000 Penalty: 2641.789551
	Iteration 0F: 2 clusters Score -5739043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5710450.000000 Penalty: 5283.579102
	Iteration 0F: 3 clusters Score -5710450 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5720974.000000 Penalty: 5283.579102
	Iteration 1F: 3 clusters Score -5720974 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5721468.500000 Penalty: 5283.579102
	Iteration 2Q: 3 clusters Score -5721468 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5721988.500000 Penalty: 5283.579102
	Iteration 3Q: 3 clusters Score -5721988 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5722534.500000 Penalty: 5283.579102
	Iteration 4Q: 3 clusters Score -5722534 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5723353.000000 Penalty: 5283.579102
	Iteration 5Q: 3 clusters Score -5723353 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5724623.500000 Penalty: 5283.579102
	Iteration 6F: 3 clusters Score -5724624 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5726488.500000 Penalty: 5283.579102
	Iteration 7F: 3 clusters Score -5726488 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5729267.500000 Penalty: 5283.579102
	Iteration 8F: 3 clusters Score -5729268 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5732199.000000 Penalty: 5283.579102
	Iteration 9F: 3 clusters Score -5732199 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5734424.000000 Penalty: 5283.579102
	Iteration 10F: 3 clusters Score -5734424 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5735714.000000 Penalty: 5283.579102
	Iteration 11Q: 3 clusters Score -5735714 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5736341.000000 Penalty: 5283.579102
	Iteration 12Q: 3 clusters Score -5736341 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5736655.000000 Penalty: 5283.579102
	Iteration 13Q: 3 clusters Score -5736655 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5736799.500000 Penalty: 5283.579102
	Iteration 14Q: 3 clusters Score -5736800 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5736901.500000 Penalty: 5283.579102
	Iteration 15Q: 3 clusters Score -5736902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5736942.500000 Penalty: 5283.579102
	Iteration 16Q: 3 clusters Score -5736942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5736989.500000 Penalty: 5283.579102
	Iteration 17Q: 3 clusters Score -5736990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5737023.000000 Penalty: 5283.579102
	Iteration 18Q: 3 clusters Score -5737023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5737024.000000 Penalty: 5283.579102
	Iteration 19Q: 3 clusters Score -5737024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5737036.500000 Penalty: 5283.579102
	Iteration 20F: 3 clusters Score -5737036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5737057.000000 Penalty: 5283.579102
	Iteration 21Q: 3 clusters Score -5737057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5737071.000000 Penalty: 5283.579102
	Iteration 22Q: 3 clusters Score -5737071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5737092.500000 Penalty: 5283.579102
	Iteration 23Q: 3 clusters Score -5737092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5737112.000000 Penalty: 5283.579102
	Iteration 24Q: 3 clusters Score -5737112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5737145.000000 Penalty: 5283.579102
	Iteration 25Q: 3 clusters Score -5737145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5737151.500000 Penalty: 5283.579102
	Iteration 26Q: 3 clusters Score -5737152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5737159.500000 Penalty: 5283.579102
	Iteration 27Q: 3 clusters Score -5737160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5737181.000000 Penalty: 5283.579102
	Iteration 28Q: 3 clusters Score -5737181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5737194.000000 Penalty: 5283.579102
	Iteration 29Q: 3 clusters Score -5737194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5737210.000000 Penalty: 5283.579102
	Iteration 30Q: 3 clusters Score -5737210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5737214.500000 Penalty: 5283.579102
	Iteration 31Q: 3 clusters Score -5737214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5737221.500000 Penalty: 5283.579102
	Iteration 32Q: 3 clusters Score -5737222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5737225.000000 Penalty: 5283.579102
	Iteration 33Q: 3 clusters Score -5737225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5737220.000000 Penalty: 5283.579102
	Iteration 34Q: 3 clusters Score -5737220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5737223.000000 Penalty: 5283.579102
	Iteration 35Q: 3 clusters Score -5737223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5737230.000000 Penalty: 5283.579102
	Iteration 36Q: 3 clusters Score -5737230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5737234.500000 Penalty: 5283.579102
	Iteration 37Q: 3 clusters Score -5737234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5737237.500000 Penalty: 5283.579102
	Iteration 38Q: 3 clusters Score -5737238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5737244.500000 Penalty: 5283.579102
	Iteration 39Q: 3 clusters Score -5737244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5737252.500000 Penalty: 5283.579102
	Iteration 40F: 3 clusters Score -5737252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5737248.500000 Penalty: 5283.579102
	Iteration 41Q: 3 clusters Score -5737248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5737251.500000 Penalty: 5283.579102
	Iteration 42Q: 3 clusters Score -5737252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5737258.500000 Penalty: 5283.579102
	Iteration 43Q: 3 clusters Score -5737258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5737268.000000 Penalty: 5283.579102
	Iteration 44Q: 3 clusters Score -5737268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5737263.000000 Penalty: 5283.579102
	Iteration 45Q: 3 clusters Score -5737263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5737268.500000 Penalty: 5283.579102
	Iteration 46Q: 3 clusters Score -5737268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5737270.000000 Penalty: 5283.579102
	Iteration 47Q: 3 clusters Score -5737270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5737274.500000 Penalty: 5283.579102
	Iteration 48Q: 3 clusters Score -5737274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5737278.500000 Penalty: 5283.579102
	Iteration 49Q: 3 clusters Score -5737278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5737272.000000 Penalty: 5283.579102
	Iteration 50Q: 3 clusters Score -5737272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5737277.000000 Penalty: 5283.579102
	Iteration 51Q: 3 clusters Score -5737277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5737287.000000 Penalty: 5283.579102
	Iteration 52Q: 3 clusters Score -5737287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5737286.000000 Penalty: 5283.579102
	Iteration 53Q: 3 clusters Score -5737286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5737290.500000 Penalty: 5283.579102
	Iteration 54Q: 3 clusters Score -5737290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5737293.000000 Penalty: 5283.579102
	Iteration 55Q: 3 clusters Score -5737293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5737297.500000 Penalty: 5283.579102
	Iteration 56Q: 3 clusters Score -5737298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5737297.000000 Penalty: 5283.579102
	Iteration 57Q: 3 clusters Score -5737297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5737290.500000 Penalty: 5283.579102
	Iteration 58Q: 3 clusters Score -5737290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5737292.500000 Penalty: 5283.579102
	Iteration 59Q: 3 clusters Score -5737292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5737292.500000 Penalty: 5283.579102
	Iteration 60F: 3 clusters Score -5737292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -371855.781250 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -371855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -368728.250000 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -368728.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369321.812500 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -369321.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369521.875000 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -369521.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -369707.875000 Penalty: 3936.937744
	Iteration 3F: 3 clusters Score -369707.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -369821.187500 Penalty: 3936.937744
	Iteration 4Q: 3 clusters Score -369821.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -369907.843750 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -369907.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -369968.937500 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -369968.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370007.093750 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -370007.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -370037.875000 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -370037.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -370061.781250 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -370061.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -370084.062500 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -370084.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -370102.187500 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -370102.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -370122.718750 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -370122.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -370145.906250 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -370145.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -370169.062500 Penalty: 3936.937744
	Iteration 14Q: 3 clusters Score -370169.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -370190.750000 Penalty: 3936.937744
	Iteration 15Q: 3 clusters Score -370190.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -370219.625000 Penalty: 3936.937744
	Iteration 16Q: 3 clusters Score -370219.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -370247.093750 Penalty: 3936.937744
	Iteration 17Q: 3 clusters Score -370247.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -370270.375000 Penalty: 3936.937744
	Iteration 18Q: 3 clusters Score -370270.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -370299.656250 Penalty: 3936.937744
	Iteration 19Q: 3 clusters Score -370299.7 nChanged 35
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: -370328.562500 Penalty: 3936.937744
	Iteration 20F: 3 clusters Score -370328.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -370343.593750 Penalty: 3936.937744
	Iteration 21Q: 3 clusters Score -370343.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -370355.125000 Penalty: 3936.937744
	Iteration 22Q: 3 clusters Score -370355.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -370368.656250 Penalty: 3936.937744
	Iteration 23Q: 3 clusters Score -370368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -370382.531250 Penalty: 3936.937744
	Iteration 24Q: 3 clusters Score -370382.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -370397.468750 Penalty: 3936.937744
	Iteration 25Q: 3 clusters Score -370397.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -370408.937500 Penalty: 3936.937744
	Iteration 26Q: 3 clusters Score -370408.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -370419.406250 Penalty: 3936.937744
	Iteration 27Q: 3 clusters Score -370419.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -370431.750000 Penalty: 3936.937744
	Iteration 28Q: 3 clusters Score -370431.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -370441.125000 Penalty: 3936.937744
	Iteration 29Q: 3 clusters Score -370441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -370460.656250 Penalty: 3936.937744
	Iteration 30Q: 3 clusters Score -370460.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -370473.843750 Penalty: 3936.937744
	Iteration 31Q: 3 clusters Score -370473.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -370489.125000 Penalty: 3936.937744
	Iteration 32Q: 3 clusters Score -370489.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370498.312500 Penalty: 3936.937744
	Iteration 33Q: 3 clusters Score -370498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370506.218750 Penalty: 3936.937744
	Iteration 34Q: 3 clusters Score -370506.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -370513.218750 Penalty: 3936.937744
	Iteration 35Q: 3 clusters Score -370513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -370519.843750 Penalty: 3936.937744
	Iteration 36Q: 3 clusters Score -370519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -370529.093750 Penalty: 3936.937744
	Iteration 37Q: 3 clusters Score -370529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -370540.718750 Penalty: 3936.937744
	Iteration 38Q: 3 clusters Score -370540.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -370553.093750 Penalty: 3936.937744
	Iteration 39Q: 3 clusters Score -370553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -370561.437500 Penalty: 3936.937744
	Iteration 40F: 3 clusters Score -370561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -370567.781250 Penalty: 3936.937744
	Iteration 41Q: 3 clusters Score -370567.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -370577.906250 Penalty: 3936.937744
	Iteration 42Q: 3 clusters Score -370577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -370581.250000 Penalty: 3936.937744
	Iteration 43Q: 3 clusters Score -370581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -370584.125000 Penalty: 3936.937744
	Iteration 44Q: 3 clusters Score -370584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -370584.125000 Penalty: 3936.937744
	Iteration 45F: 3 clusters Score -370584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234890 members 
Entering Unmasked Estep 
Score: -31415604.000000 Penalty: 3066.984375
	Iteration 0F: 2 clusters Score -3.14156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -31268076.000000 Penalty: 6133.968750
	Iteration 0F: 3 clusters Score -3.126808e+07 nChanged 113013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -31334548.000000 Penalty: 6133.968750
	Iteration 1F: 3 clusters Score -3.133455e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -31335482.000000 Penalty: 6133.968750
	Iteration 2Q: 3 clusters Score -3.133548e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122840 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -31336774.000000 Penalty: 6133.968750
	Iteration 3Q: 3 clusters Score -3.133677e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126089 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -31338630.000000 Penalty: 6133.968750
	Iteration 4Q: 3 clusters Score -3.133863e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -31341068.000000 Penalty: 6133.968750
	Iteration 5Q: 3 clusters Score -3.134107e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138020 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -31344650.000000 Penalty: 6133.968750
	Iteration 6Q: 3 clusters Score -3.134465e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -31351008.000000 Penalty: 6133.968750
	Iteration 7F: 3 clusters Score -3.135101e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -31360552.000000 Penalty: 6133.968750
	Iteration 8F: 3 clusters Score -3.136055e+07 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173260 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -31372710.000000 Penalty: 6133.968750
	Iteration 9F: 3 clusters Score -3.137271e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185840 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -31384734.000000 Penalty: 6133.968750
	Iteration 10F: 3 clusters Score -3.138473e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196251 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -31393530.000000 Penalty: 6133.968750
	Iteration 11F: 3 clusters Score -3.139353e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204331 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -31398912.000000 Penalty: 6133.968750
	Iteration 12Q: 3 clusters Score -3.139891e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210884 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -31402168.000000 Penalty: 6133.968750
	Iteration 13Q: 3 clusters Score -3.140217e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216442 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -31404554.000000 Penalty: 6133.968750
	Iteration 14Q: 3 clusters Score -3.140455e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221075 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -31406620.000000 Penalty: 6133.968750
	Iteration 15Q: 3 clusters Score -3.140662e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224784 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -31408206.000000 Penalty: 6133.968750
	Iteration 16Q: 3 clusters Score -3.140821e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227754 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -31409736.000000 Penalty: 6133.968750
	Iteration 17Q: 3 clusters Score -3.140974e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230000 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -31410602.000000 Penalty: 6133.968750
	Iteration 18Q: 3 clusters Score -3.14106e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231555 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -31411446.000000 Penalty: 6133.968750
	Iteration 19Q: 3 clusters Score -3.141145e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232559 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -31411938.000000 Penalty: 6133.968750
	Iteration 20F: 3 clusters Score -3.141194e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233170 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -31412248.000000 Penalty: 6133.968750
	Iteration 21Q: 3 clusters Score -3.141225e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233523 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -31412408.000000 Penalty: 6133.968750
	Iteration 22Q: 3 clusters Score -3.141241e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233759 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -31412584.000000 Penalty: 6133.968750
	Iteration 23Q: 3 clusters Score -3.141258e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233912 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -31412632.000000 Penalty: 6133.968750
	Iteration 24Q: 3 clusters Score -3.141263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234015 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -31412708.000000 Penalty: 6133.968750
	Iteration 25Q: 3 clusters Score -3.141271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234072 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -31412762.000000 Penalty: 6133.968750
	Iteration 26Q: 3 clusters Score -3.141276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234116 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -31412830.000000 Penalty: 6133.968750
	Iteration 27Q: 3 clusters Score -3.141283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234154 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -31412840.000000 Penalty: 6133.968750
	Iteration 28Q: 3 clusters Score -3.141284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234190 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -31412850.000000 Penalty: 6133.968750
	Iteration 29Q: 3 clusters Score -3.141285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234218 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -31412872.000000 Penalty: 6133.968750
	Iteration 30Q: 3 clusters Score -3.141287e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234243 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -31412896.000000 Penalty: 6133.968750
	Iteration 31Q: 3 clusters Score -3.14129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234253 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -31412916.000000 Penalty: 6133.968750
	Iteration 32Q: 3 clusters Score -3.141292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -31412936.000000 Penalty: 6133.968750
	Iteration 33Q: 3 clusters Score -3.141294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234276 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -31412952.000000 Penalty: 6133.968750
	Iteration 34Q: 3 clusters Score -3.141295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234289 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -31412968.000000 Penalty: 6133.968750
	Iteration 35Q: 3 clusters Score -3.141297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234298 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -31412966.000000 Penalty: 6133.968750
	Iteration 36Q: 3 clusters Score -3.141297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234301 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -31412966.000000 Penalty: 6133.968750
	Iteration 37Q: 3 clusters Score -3.141297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234303 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -31412954.000000 Penalty: 6133.968750
	Iteration 38Q: 3 clusters Score -3.141295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234305 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -31412968.000000 Penalty: 6133.968750
	Iteration 39Q: 3 clusters Score -3.141297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234307 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -31412964.000000 Penalty: 6133.968750
	Iteration 40F: 3 clusters Score -3.141296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234308 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -31412962.000000 Penalty: 6133.968750
	Iteration 41Q: 3 clusters Score -3.141296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234311 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -31412968.000000 Penalty: 6133.968750
	Iteration 42Q: 3 clusters Score -3.141297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234314 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -31412956.000000 Penalty: 6133.968750
	Iteration 43Q: 3 clusters Score -3.141296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234317 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -31412966.000000 Penalty: 6133.968750
	Iteration 44Q: 3 clusters Score -3.141297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234322 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -31412962.000000 Penalty: 6133.968750
	Iteration 45Q: 3 clusters Score -3.141296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234325 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31412962.000000 Penalty: 6133.968750
	Iteration 46Q: 3 clusters Score -3.141296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234327 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -31412966.000000 Penalty: 6133.968750
	Iteration 47Q: 3 clusters Score -3.141297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234332 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -31412982.000000 Penalty: 6133.968750
	Iteration 48Q: 3 clusters Score -3.141298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234339 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -31412990.000000 Penalty: 6133.968750
	Iteration 49Q: 3 clusters Score -3.141299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -31412978.000000 Penalty: 6133.968750
	Iteration 50Q: 3 clusters Score -3.141298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31412986.000000 Penalty: 6133.968750
	Iteration 51Q: 3 clusters Score -3.141299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -31412972.000000 Penalty: 6133.968750
	Iteration 52Q: 3 clusters Score -3.141297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31412972.000000 Penalty: 6133.968750
	Iteration 53Q: 3 clusters Score -3.141297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31412974.000000 Penalty: 6133.968750
	Iteration 54Q: 3 clusters Score -3.141297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234347 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -31412984.000000 Penalty: 6133.968750
	Iteration 55Q: 3 clusters Score -3.141298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31412976.000000 Penalty: 6133.968750
	Iteration 56Q: 3 clusters Score -3.141298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31412976.000000 Penalty: 6133.968750
	Iteration 57F: 3 clusters Score -3.141298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 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 469 members 
Entering Unmasked Estep 
Score: -112620.484375 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112620.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112929.562500 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -112929.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113178.453125 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113178.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113358.773438 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113358.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113483.492188 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113483.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113588.210938 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -113588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113824.203125 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -113824.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113958.320312 Penalty: 3389.183594
	Iteration 7F: 3 clusters Score -113958.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -114033.398438 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114033.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114118.101562 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114118.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114213.101562 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -114213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -114314.320312 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -114314.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -114398.187500 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -114398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114479.578125 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -114479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -114507.359375 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -114507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -114542.007812 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -114542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -114579.031250 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -114579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -114602.398438 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -114602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -114618.000000 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -114618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -114627.984375 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -114628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -114657.007812 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -114657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -114678.695312 Penalty: 3389.183594
	Iteration 21Q: 3 clusters Score -114678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -114686.242188 Penalty: 3389.183594
	Iteration 22Q: 3 clusters Score -114686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -114697.835938 Penalty: 3389.183594
	Iteration 23Q: 3 clusters Score -114697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -114697.835938 Penalty: 3389.183594
	Iteration 24F: 3 clusters Score -114697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193447 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234890 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 100423 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75222 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154639 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13867 members 
Mstep: Class 14 contains 175351 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 64005 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 65647 members 
Mstep: Class 21 contains 18371 members 
Mstep: Class 22 contains 174941 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368400.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180369904.000000 to -180368400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Entering Unmasked Estep 
Score: -13596889.000000 Penalty: 2856.252197
	Iteration 0F: 2 clusters Score -1.359689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -13529881.000000 Penalty: 5712.504395
	Iteration 0F: 3 clusters Score -1.352988e+07 nChanged 47277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -13556343.000000 Penalty: 5712.504395
	Iteration 1F: 3 clusters Score -1.355634e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -13557117.000000 Penalty: 5712.504395
	Iteration 2Q: 3 clusters Score -1.355712e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -13557848.000000 Penalty: 5712.504395
	Iteration 3Q: 3 clusters Score -1.355785e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -13558802.000000 Penalty: 5712.504395
	Iteration 4Q: 3 clusters Score -1.35588e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -13560130.000000 Penalty: 5712.504395
	Iteration 5Q: 3 clusters Score -1.356013e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -13562438.000000 Penalty: 5712.504395
	Iteration 6Q: 3 clusters Score -1.356244e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -13566082.000000 Penalty: 5712.504395
	Iteration 7F: 3 clusters Score -1.356608e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -13571470.000000 Penalty: 5712.504395
	Iteration 8F: 3 clusters Score -1.357147e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -13578414.000000 Penalty: 5712.504395
	Iteration 9F: 3 clusters Score -1.357841e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -13585221.000000 Penalty: 5712.504395
	Iteration 10F: 3 clusters Score -1.358522e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -13589782.000000 Penalty: 5712.504395
	Iteration 11F: 3 clusters Score -1.358978e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -13592314.000000 Penalty: 5712.504395
	Iteration 12Q: 3 clusters Score -1.359231e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -13593389.000000 Penalty: 5712.504395
	Iteration 13Q: 3 clusters Score -1.359339e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -13593880.000000 Penalty: 5712.504395
	Iteration 14Q: 3 clusters Score -1.359388e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13594100.000000 Penalty: 5712.504395
	Iteration 15Q: 3 clusters Score -1.35941e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -13594189.000000 Penalty: 5712.504395
	Iteration 16Q: 3 clusters Score -1.359419e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -13594261.000000 Penalty: 5712.504395
	Iteration 17Q: 3 clusters Score -1.359426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -13594317.000000 Penalty: 5712.504395
	Iteration 18Q: 3 clusters Score -1.359432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -13594350.000000 Penalty: 5712.504395
	Iteration 19Q: 3 clusters Score -1.359435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -13594390.000000 Penalty: 5712.504395
	Iteration 20F: 3 clusters Score -1.359439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -13594395.000000 Penalty: 5712.504395
	Iteration 21Q: 3 clusters Score -1.35944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -13594416.000000 Penalty: 5712.504395
	Iteration 22Q: 3 clusters Score -1.359442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -13594437.000000 Penalty: 5712.504395
	Iteration 23Q: 3 clusters Score -1.359444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -13594448.000000 Penalty: 5712.504395
	Iteration 24Q: 3 clusters Score -1.359445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -13594465.000000 Penalty: 5712.504395
	Iteration 25Q: 3 clusters Score -1.359446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -13594467.000000 Penalty: 5712.504395
	Iteration 26Q: 3 clusters Score -1.359447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -13594460.000000 Penalty: 5712.504395
	Iteration 27Q: 3 clusters Score -1.359446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -13594472.000000 Penalty: 5712.504395
	Iteration 28Q: 3 clusters Score -1.359447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -13594472.000000 Penalty: 5712.504395
	Iteration 29F: 3 clusters Score -1.359447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 362 members 
Entering Unmasked Estep 
Score: -79734.320312 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79734.32 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80019.062500 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80019.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80159.132812 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80159.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80337.945312 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -80337.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80435.476562 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80435.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80493.734375 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80493.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80524.281250 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80524.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80531.468750 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80531.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80537.546875 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80537.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80538.648438 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80538.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80543.445312 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -80543.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80549.968750 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -80549.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80564.539062 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -80564.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80583.148438 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -80583.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80631.218750 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -80631.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80662.445312 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -80662.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80675.570312 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -80675.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80689.437500 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -80689.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80709.398438 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -80709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80728.156250 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -80728.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80739.570312 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -80739.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80742.742188 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -80742.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80744.070312 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -80744.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80747.656250 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -80747.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80751.320312 Penalty: 3231.297607
	Iteration 24Q: 3 clusters Score -80751.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80751.320312 Penalty: 3231.297607
	Iteration 25F: 3 clusters Score -80751.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Entering Unmasked Estep 
Score: -10224376.000000 Penalty: 2784.593262
	Iteration 0F: 2 clusters Score -1.022438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -10174037.000000 Penalty: 5569.186523
	Iteration 0F: 3 clusters Score -1.017404e+07 nChanged 35220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -10193824.000000 Penalty: 5569.186523
	Iteration 1F: 3 clusters Score -1.019382e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -10194369.000000 Penalty: 5569.186523
	Iteration 2Q: 3 clusters Score -1.019437e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -10195033.000000 Penalty: 5569.186523
	Iteration 3Q: 3 clusters Score -1.019503e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -10195731.000000 Penalty: 5569.186523
	Iteration 4Q: 3 clusters Score -1.019573e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -10196659.000000 Penalty: 5569.186523
	Iteration 5Q: 3 clusters Score -1.019666e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -10197719.000000 Penalty: 5569.186523
	Iteration 6Q: 3 clusters Score -1.019772e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -10199522.000000 Penalty: 5569.186523
	Iteration 7Q: 3 clusters Score -1.019952e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -10201974.000000 Penalty: 5569.186523
	Iteration 8F: 3 clusters Score -1.020197e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -10205539.000000 Penalty: 5569.186523
	Iteration 9F: 3 clusters Score -1.020554e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -10209740.000000 Penalty: 5569.186523
	Iteration 10F: 3 clusters Score -1.020974e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -10213819.000000 Penalty: 5569.186523
	Iteration 11F: 3 clusters Score -1.021382e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -10216511.000000 Penalty: 5569.186523
	Iteration 12Q: 3 clusters Score -1.021651e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -10217840.000000 Penalty: 5569.186523
	Iteration 13Q: 3 clusters Score -1.021784e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -10218403.000000 Penalty: 5569.186523
	Iteration 14Q: 3 clusters Score -1.02184e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -10218849.000000 Penalty: 5569.186523
	Iteration 15Q: 3 clusters Score -1.021885e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -10219198.000000 Penalty: 5569.186523
	Iteration 16Q: 3 clusters Score -1.02192e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -10219561.000000 Penalty: 5569.186523
	Iteration 17Q: 3 clusters Score -1.021956e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -10219922.000000 Penalty: 5569.186523
	Iteration 18Q: 3 clusters Score -1.021992e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -10220231.000000 Penalty: 5569.186523
	Iteration 19Q: 3 clusters Score -1.022023e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -10220550.000000 Penalty: 5569.186523
	Iteration 20F: 3 clusters Score -1.022055e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -10220765.000000 Penalty: 5569.186523
	Iteration 21Q: 3 clusters Score -1.022076e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -10220954.000000 Penalty: 5569.186523
	Iteration 22Q: 3 clusters Score -1.022095e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -10221131.000000 Penalty: 5569.186523
	Iteration 23Q: 3 clusters Score -1.022113e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -10221250.000000 Penalty: 5569.186523
	Iteration 24Q: 3 clusters Score -1.022125e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -10221355.000000 Penalty: 5569.186523
	Iteration 25Q: 3 clusters Score -1.022136e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -10221469.000000 Penalty: 5569.186523
	Iteration 26Q: 3 clusters Score -1.022147e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -10221514.000000 Penalty: 5569.186523
	Iteration 27Q: 3 clusters Score -1.022151e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -10221632.000000 Penalty: 5569.186523
	Iteration 28Q: 3 clusters Score -1.022163e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10221714.000000 Penalty: 5569.186523
	Iteration 29Q: 3 clusters Score -1.022171e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -10221768.000000 Penalty: 5569.186523
	Iteration 30Q: 3 clusters Score -1.022177e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -10221828.000000 Penalty: 5569.186523
	Iteration 31Q: 3 clusters Score -1.022183e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -10221896.000000 Penalty: 5569.186523
	Iteration 32Q: 3 clusters Score -1.02219e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -10221916.000000 Penalty: 5569.186523
	Iteration 33Q: 3 clusters Score -1.022192e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -10221951.000000 Penalty: 5569.186523
	Iteration 34Q: 3 clusters Score -1.022195e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -10221979.000000 Penalty: 5569.186523
	Iteration 35Q: 3 clusters Score -1.022198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -10222029.000000 Penalty: 5569.186523
	Iteration 36Q: 3 clusters Score -1.022203e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -10222069.000000 Penalty: 5569.186523
	Iteration 37Q: 3 clusters Score -1.022207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -10222103.000000 Penalty: 5569.186523
	Iteration 38Q: 3 clusters Score -1.02221e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -10222128.000000 Penalty: 5569.186523
	Iteration 39Q: 3 clusters Score -1.022213e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -10222150.000000 Penalty: 5569.186523
	Iteration 40F: 3 clusters Score -1.022215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10222153.000000 Penalty: 5569.186523
	Iteration 41Q: 3 clusters Score -1.022215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -10222173.000000 Penalty: 5569.186523
	Iteration 42Q: 3 clusters Score -1.022217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -10222178.000000 Penalty: 5569.186523
	Iteration 43Q: 3 clusters Score -1.022218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -10222192.000000 Penalty: 5569.186523
	Iteration 44Q: 3 clusters Score -1.022219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -10222185.000000 Penalty: 5569.186523
	Iteration 45Q: 3 clusters Score -1.022218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -10222186.000000 Penalty: 5569.186523
	Iteration 46Q: 3 clusters Score -1.022219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -10222191.000000 Penalty: 5569.186523
	Iteration 47Q: 3 clusters Score -1.022219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -10222202.000000 Penalty: 5569.186523
	Iteration 48Q: 3 clusters Score -1.02222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -10222219.000000 Penalty: 5569.186523
	Iteration 49Q: 3 clusters Score -1.022222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -10222215.000000 Penalty: 5569.186523
	Iteration 50Q: 3 clusters Score -1.022222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -10222212.000000 Penalty: 5569.186523
	Iteration 51Q: 3 clusters Score -1.022221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -10222220.000000 Penalty: 5569.186523
	Iteration 52Q: 3 clusters Score -1.022222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -10222225.000000 Penalty: 5569.186523
	Iteration 53Q: 3 clusters Score -1.022222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -10222222.000000 Penalty: 5569.186523
	Iteration 54Q: 3 clusters Score -1.022222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -10222230.000000 Penalty: 5569.186523
	Iteration 55Q: 3 clusters Score -1.022223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10222247.000000 Penalty: 5569.186523
	Iteration 56Q: 3 clusters Score -1.022225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -10222247.000000 Penalty: 5569.186523
	Iteration 57Q: 3 clusters Score -1.022225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -10222249.000000 Penalty: 5569.186523
	Iteration 58Q: 3 clusters Score -1.022225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -10222252.000000 Penalty: 5569.186523
	Iteration 59Q: 3 clusters Score -1.022225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -10222253.000000 Penalty: 5569.186523
	Iteration 60F: 3 clusters Score -1.022225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -10222247.000000 Penalty: 5569.186523
	Iteration 61Q: 3 clusters Score -1.022225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -10222237.000000 Penalty: 5569.186523
	Iteration 62Q: 3 clusters Score -1.022224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -10222224.000000 Penalty: 5569.186523
	Iteration 63Q: 3 clusters Score -1.022222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -10222226.000000 Penalty: 5569.186523
	Iteration 64Q: 3 clusters Score -1.022223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -10222224.000000 Penalty: 5569.186523
	Iteration 65Q: 3 clusters Score -1.022222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -10222226.000000 Penalty: 5569.186523
	Iteration 66Q: 3 clusters Score -1.022223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -10222232.000000 Penalty: 5569.186523
	Iteration 67Q: 3 clusters Score -1.022223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -10222236.000000 Penalty: 5569.186523
	Iteration 68Q: 3 clusters Score -1.022224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -10222235.000000 Penalty: 5569.186523
	Iteration 69Q: 3 clusters Score -1.022224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -10222251.000000 Penalty: 5569.186523
	Iteration 70Q: 3 clusters Score -1.022225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -10222258.000000 Penalty: 5569.186523
	Iteration 71Q: 3 clusters Score -1.022226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -10222254.000000 Penalty: 5569.186523
	Iteration 72Q: 3 clusters Score -1.022225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -10222251.000000 Penalty: 5569.186523
	Iteration 73Q: 3 clusters Score -1.022225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -10222252.000000 Penalty: 5569.186523
	Iteration 74Q: 3 clusters Score -1.022225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -10222249.000000 Penalty: 5569.186523
	Iteration 75Q: 3 clusters Score -1.022225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -10222243.000000 Penalty: 5569.186523
	Iteration 76Q: 3 clusters Score -1.022224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -10222250.000000 Penalty: 5569.186523
	Iteration 77Q: 3 clusters Score -1.022225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -10222254.000000 Penalty: 5569.186523
	Iteration 78Q: 3 clusters Score -1.022225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -10222256.000000 Penalty: 5569.186523
	Iteration 79Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -10222250.000000 Penalty: 5569.186523
	Iteration 80F: 3 clusters Score -1.022225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -10222255.000000 Penalty: 5569.186523
	Iteration 81Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -10222261.000000 Penalty: 5569.186523
	Iteration 82Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 73742 members 
Entering Unmasked Estep 
Score: -10222264.000000 Penalty: 5569.186523
	Iteration 83Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -10222267.000000 Penalty: 5569.186523
	Iteration 84Q: 3 clusters Score -1.022227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -10222257.000000 Penalty: 5569.186523
	Iteration 85Q: 3 clusters Score -1.022226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -10222262.000000 Penalty: 5569.186523
	Iteration 86Q: 3 clusters Score -1.022226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10222272.000000 Penalty: 5569.186523
	Iteration 87Q: 3 clusters Score -1.022227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -10222261.000000 Penalty: 5569.186523
	Iteration 88Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -10222264.000000 Penalty: 5569.186523
	Iteration 89Q: 3 clusters Score -1.022226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -10222267.000000 Penalty: 5569.186523
	Iteration 90Q: 3 clusters Score -1.022227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -10222267.000000 Penalty: 5569.186523
	Iteration 91F: 3 clusters Score -1.022227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117250.132812 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117250.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117641.804688 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117641.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117819.039062 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118016.164062 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -118016.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118243.851562 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -118243.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118511.164062 Penalty: 3420.258789
	Iteration 5F: 3 clusters Score -118511.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118662.554688 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118662.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118755.078125 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118755.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118829.562500 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118977.242188 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118977.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -119298.726562 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -119298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119593.625000 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -119593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119607.304688 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -119607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119612.359375 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -119612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119615.296875 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -119615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119616.328125 Penalty: 3420.258789
	Iteration 15F: 3 clusters Score -119616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119627.835938 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -119627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119637.250000 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -119637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119640.820312 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -119640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119640.820312 Penalty: 3420.258789
	Iteration 19F: 3 clusters Score -119640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193447 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234890 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100423 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75222 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 154639 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13867 members 
Mstep: Class 14 contains 175351 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 64005 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 65647 members 
Mstep: Class 21 contains 18371 members 
Mstep: Class 22 contains 174941 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368848.000000 Penalty: 80602.570312
Splitting cluster 9 changes total score from -180369904.000000 to -180368848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Entering Unmasked Estep 
Score: -20818400.000000 Penalty: 2963.314453
	Iteration 0F: 2 clusters Score -2.08184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -20717758.000000 Penalty: 5926.628906
	Iteration 0F: 3 clusters Score -2.071776e+07 nChanged 73825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -20761398.000000 Penalty: 5926.628906
	Iteration 1F: 3 clusters Score -2.07614e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -20762600.000000 Penalty: 5926.628906
	Iteration 2Q: 3 clusters Score -2.07626e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -20764220.000000 Penalty: 5926.628906
	Iteration 3Q: 3 clusters Score -2.076422e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -20767056.000000 Penalty: 5926.628906
	Iteration 4Q: 3 clusters Score -2.076706e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -20771528.000000 Penalty: 5926.628906
	Iteration 5Q: 3 clusters Score -2.077153e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -20778438.000000 Penalty: 5926.628906
	Iteration 6F: 3 clusters Score -2.077844e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118613 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -20788154.000000 Penalty: 5926.628906
	Iteration 7F: 3 clusters Score -2.078815e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -20797770.000000 Penalty: 5926.628906
	Iteration 8F: 3 clusters Score -2.079777e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -20805622.000000 Penalty: 5926.628906
	Iteration 9F: 3 clusters Score -2.080562e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -20810532.000000 Penalty: 5926.628906
	Iteration 10Q: 3 clusters Score -2.081053e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -20813140.000000 Penalty: 5926.628906
	Iteration 11Q: 3 clusters Score -2.081314e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -20814458.000000 Penalty: 5926.628906
	Iteration 12Q: 3 clusters Score -2.081446e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20815150.000000 Penalty: 5926.628906
	Iteration 13Q: 3 clusters Score -2.081515e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20815402.000000 Penalty: 5926.628906
	Iteration 14Q: 3 clusters Score -2.08154e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153618 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20815598.000000 Penalty: 5926.628906
	Iteration 15Q: 3 clusters Score -2.08156e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -20815724.000000 Penalty: 5926.628906
	Iteration 16Q: 3 clusters Score -2.081572e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20815808.000000 Penalty: 5926.628906
	Iteration 17Q: 3 clusters Score -2.081581e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20815832.000000 Penalty: 5926.628906
	Iteration 18Q: 3 clusters Score -2.081583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20815870.000000 Penalty: 5926.628906
	Iteration 19Q: 3 clusters Score -2.081587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20815864.000000 Penalty: 5926.628906
	Iteration 20F: 3 clusters Score -2.081586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154039 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20815884.000000 Penalty: 5926.628906
	Iteration 21Q: 3 clusters Score -2.081588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20815894.000000 Penalty: 5926.628906
	Iteration 22Q: 3 clusters Score -2.081589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154051 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20815892.000000 Penalty: 5926.628906
	Iteration 23Q: 3 clusters Score -2.081589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154055 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20815900.000000 Penalty: 5926.628906
	Iteration 24Q: 3 clusters Score -2.08159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154060 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20815904.000000 Penalty: 5926.628906
	Iteration 25Q: 3 clusters Score -2.08159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20815894.000000 Penalty: 5926.628906
	Iteration 26Q: 3 clusters Score -2.081589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20815890.000000 Penalty: 5926.628906
	Iteration 27Q: 3 clusters Score -2.081589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20815904.000000 Penalty: 5926.628906
	Iteration 28Q: 3 clusters Score -2.08159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20815916.000000 Penalty: 5926.628906
	Iteration 29Q: 3 clusters Score -2.081592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20815950.000000 Penalty: 5926.628906
	Iteration 30Q: 3 clusters Score -2.081595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20815944.000000 Penalty: 5926.628906
	Iteration 31Q: 3 clusters Score -2.081594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20815952.000000 Penalty: 5926.628906
	Iteration 32Q: 3 clusters Score -2.081595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20815962.000000 Penalty: 5926.628906
	Iteration 33Q: 3 clusters Score -2.081596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20815960.000000 Penalty: 5926.628906
	Iteration 34Q: 3 clusters Score -2.081596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20815962.000000 Penalty: 5926.628906
	Iteration 35Q: 3 clusters Score -2.081596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20815960.000000 Penalty: 5926.628906
	Iteration 36Q: 3 clusters Score -2.081596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20815960.000000 Penalty: 5926.628906
	Iteration 37F: 3 clusters Score -2.081596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -617359.625000 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -617359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -612901.750000 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -612901.8 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -614028.437500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -614028.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -614241.375000 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -614241.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -614374.687500 Penalty: 4218.138184
	Iteration 3Q: 3 clusters Score -614374.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -614458.812500 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -614458.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -614508.875000 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -614508.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -614553.562500 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -614553.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -614602.687500 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -614602.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -614632.375000 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -614632.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -614648.437500 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -614648.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -614661.750000 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -614661.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -614673.750000 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -614673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -614681.750000 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -614681.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -614689.812500 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -614689.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -614696.000000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -614696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -614702.375000 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -614702.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -614709.062500 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -614709.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -614716.312500 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -614716.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -614723.062500 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -614723.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -614727.937500 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -614727.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -614733.500000 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -614733.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -614739.687500 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -614739.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -614746.000000 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -614746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -614748.062500 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -614748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -614751.500000 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -614751.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -614754.250000 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -614754.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -614756.750000 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -614756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -614761.500000 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -614761.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -614764.812500 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -614764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614769.750000 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -614769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -614774.687500 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -614774.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614778.750000 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -614778.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -614785.687500 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -614785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614790.250000 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -614790.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -614796.562500 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -614796.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -614803.687500 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -614803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -614807.562500 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -614807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -614810.062500 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -614810.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -614812.937500 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -614812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -614815.750000 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -614815.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -614817.562500 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -614817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -614819.437500 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -614819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -614822.250000 Penalty: 4218.138184
	Iteration 42Q: 3 clusters Score -614822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -614824.312500 Penalty: 4218.138184
	Iteration 43Q: 3 clusters Score -614824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -614824.500000 Penalty: 4218.138184
	Iteration 44Q: 3 clusters Score -614824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -614827.312500 Penalty: 4218.138184
	Iteration 45Q: 3 clusters Score -614827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -614829.875000 Penalty: 4218.138184
	Iteration 46Q: 3 clusters Score -614829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -614831.687500 Penalty: 4218.138184
	Iteration 47Q: 3 clusters Score -614831.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -614835.562500 Penalty: 4218.138184
	Iteration 48Q: 3 clusters Score -614835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -614837.437500 Penalty: 4218.138184
	Iteration 49Q: 3 clusters Score -614837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -614838.062500 Penalty: 4218.138184
	Iteration 50Q: 3 clusters Score -614838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614838.562500 Penalty: 4218.138184
	Iteration 51Q: 3 clusters Score -614838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -614838.687500 Penalty: 4218.138184
	Iteration 52Q: 3 clusters Score -614838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614838.562500 Penalty: 4218.138184
	Iteration 53Q: 3 clusters Score -614838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614838.562500 Penalty: 4218.138184
	Iteration 54F: 3 clusters Score -614838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42529.726562 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42529.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42712.398438 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42712.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42769.320312 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42769.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42811.218750 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42811.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42811.218750 Penalty: 2954.095215
	Iteration 4F: 3 clusters Score -42811.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Entering Unmasked Estep 
Score: -1758279.625000 Penalty: 2365.242188
	Iteration 0F: 2 clusters Score -1758280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1748103.500000 Penalty: 4730.484375
	Iteration 0F: 3 clusters Score -1748104 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1751486.875000 Penalty: 4730.484375
	Iteration 1F: 3 clusters Score -1751487 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1752143.375000 Penalty: 4730.484375
	Iteration 2F: 3 clusters Score -1752143 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1752745.125000 Penalty: 4730.484375
	Iteration 3F: 3 clusters Score -1752745 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1753364.500000 Penalty: 4730.484375
	Iteration 4F: 3 clusters Score -1753364 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1754013.750000 Penalty: 4730.484375
	Iteration 5F: 3 clusters Score -1754014 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1754785.250000 Penalty: 4730.484375
	Iteration 6F: 3 clusters Score -1754785 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1755550.625000 Penalty: 4730.484375
	Iteration 7F: 3 clusters Score -1755551 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1756224.375000 Penalty: 4730.484375
	Iteration 8F: 3 clusters Score -1756224 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1756720.125000 Penalty: 4730.484375
	Iteration 9Q: 3 clusters Score -1756720 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1757067.625000 Penalty: 4730.484375
	Iteration 10Q: 3 clusters Score -1757068 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1757316.125000 Penalty: 4730.484375
	Iteration 11Q: 3 clusters Score -1757316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1757490.375000 Penalty: 4730.484375
	Iteration 12Q: 3 clusters Score -1757490 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1757633.500000 Penalty: 4730.484375
	Iteration 13Q: 3 clusters Score -1757634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1757748.000000 Penalty: 4730.484375
	Iteration 14Q: 3 clusters Score -1757748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1757859.000000 Penalty: 4730.484375
	Iteration 15Q: 3 clusters Score -1757859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1757967.000000 Penalty: 4730.484375
	Iteration 16Q: 3 clusters Score -1757967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1758035.000000 Penalty: 4730.484375
	Iteration 17Q: 3 clusters Score -1758035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1758083.750000 Penalty: 4730.484375
	Iteration 18Q: 3 clusters Score -1758084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1758102.875000 Penalty: 4730.484375
	Iteration 19Q: 3 clusters Score -1758103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1758118.125000 Penalty: 4730.484375
	Iteration 20F: 3 clusters Score -1758118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1758129.625000 Penalty: 4730.484375
	Iteration 21Q: 3 clusters Score -1758130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1758138.250000 Penalty: 4730.484375
	Iteration 22Q: 3 clusters Score -1758138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1758138.500000 Penalty: 4730.484375
	Iteration 23Q: 3 clusters Score -1758138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1758139.125000 Penalty: 4730.484375
	Iteration 24Q: 3 clusters Score -1758139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1758139.125000 Penalty: 4730.484375
	Iteration 25F: 3 clusters Score -1758139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Entering Unmasked Estep 
Score: -23594424.000000 Penalty: 2994.487061
	Iteration 0F: 2 clusters Score -2.359442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -23482204.000000 Penalty: 5988.974121
	Iteration 0F: 3 clusters Score -2.34822e+07 nChanged 83911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -23530774.000000 Penalty: 5988.974121
	Iteration 1F: 3 clusters Score -2.353077e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -23531742.000000 Penalty: 5988.974121
	Iteration 2Q: 3 clusters Score -2.353174e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -23532704.000000 Penalty: 5988.974121
	Iteration 3Q: 3 clusters Score -2.35327e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -23533856.000000 Penalty: 5988.974121
	Iteration 4Q: 3 clusters Score -2.353386e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -23535238.000000 Penalty: 5988.974121
	Iteration 5Q: 3 clusters Score -2.353524e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -23537640.000000 Penalty: 5988.974121
	Iteration 6Q: 3 clusters Score -2.353764e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -23541200.000000 Penalty: 5988.974121
	Iteration 7Q: 3 clusters Score -2.35412e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -23546208.000000 Penalty: 5988.974121
	Iteration 8F: 3 clusters Score -2.354621e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -23553782.000000 Penalty: 5988.974121
	Iteration 9F: 3 clusters Score -2.355378e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -23563744.000000 Penalty: 5988.974121
	Iteration 10F: 3 clusters Score -2.356374e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126380 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -23573370.000000 Penalty: 5988.974121
	Iteration 11F: 3 clusters Score -2.357337e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -23579606.000000 Penalty: 5988.974121
	Iteration 12Q: 3 clusters Score -2.357961e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -23581932.000000 Penalty: 5988.974121
	Iteration 13Q: 3 clusters Score -2.358193e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -23583430.000000 Penalty: 5988.974121
	Iteration 14Q: 3 clusters Score -2.358343e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136494 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -23584746.000000 Penalty: 5988.974121
	Iteration 15Q: 3 clusters Score -2.358475e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -23585830.000000 Penalty: 5988.974121
	Iteration 16Q: 3 clusters Score -2.358583e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139642 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -23586606.000000 Penalty: 5988.974121
	Iteration 17Q: 3 clusters Score -2.358661e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -23587144.000000 Penalty: 5988.974121
	Iteration 18Q: 3 clusters Score -2.358714e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -23587608.000000 Penalty: 5988.974121
	Iteration 19Q: 3 clusters Score -2.358761e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142989 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -23588070.000000 Penalty: 5988.974121
	Iteration 20F: 3 clusters Score -2.358807e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143800 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -23588388.000000 Penalty: 5988.974121
	Iteration 21Q: 3 clusters Score -2.358839e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144494 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -23588702.000000 Penalty: 5988.974121
	Iteration 22Q: 3 clusters Score -2.35887e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -23588846.000000 Penalty: 5988.974121
	Iteration 23Q: 3 clusters Score -2.358885e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -23588920.000000 Penalty: 5988.974121
	Iteration 24Q: 3 clusters Score -2.358892e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -23589086.000000 Penalty: 5988.974121
	Iteration 25Q: 3 clusters Score -2.358909e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146855 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -23589170.000000 Penalty: 5988.974121
	Iteration 26Q: 3 clusters Score -2.358917e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -23589250.000000 Penalty: 5988.974121
	Iteration 27Q: 3 clusters Score -2.358925e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -23589354.000000 Penalty: 5988.974121
	Iteration 28Q: 3 clusters Score -2.358935e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -23589314.000000 Penalty: 5988.974121
	Iteration 29Q: 3 clusters Score -2.358931e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148550 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -23589272.000000 Penalty: 5988.974121
	Iteration 30Q: 3 clusters Score -2.358927e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -23589280.000000 Penalty: 5988.974121
	Iteration 31Q: 3 clusters Score -2.358928e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -23589310.000000 Penalty: 5988.974121
	Iteration 32Q: 3 clusters Score -2.358931e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -23589308.000000 Penalty: 5988.974121
	Iteration 33Q: 3 clusters Score -2.358931e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -23589344.000000 Penalty: 5988.974121
	Iteration 34Q: 3 clusters Score -2.358934e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -23589342.000000 Penalty: 5988.974121
	Iteration 35Q: 3 clusters Score -2.358934e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -23589254.000000 Penalty: 5988.974121
	Iteration 36Q: 3 clusters Score -2.358925e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -23589310.000000 Penalty: 5988.974121
	Iteration 37Q: 3 clusters Score -2.358931e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -23589330.000000 Penalty: 5988.974121
	Iteration 38Q: 3 clusters Score -2.358933e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151146 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -23589382.000000 Penalty: 5988.974121
	Iteration 39Q: 3 clusters Score -2.358938e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -23589426.000000 Penalty: 5988.974121
	Iteration 40F: 3 clusters Score -2.358943e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -23589372.000000 Penalty: 5988.974121
	Iteration 41Q: 3 clusters Score -2.358937e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -23589412.000000 Penalty: 5988.974121
	Iteration 42Q: 3 clusters Score -2.358941e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152130 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -23589416.000000 Penalty: 5988.974121
	Iteration 43Q: 3 clusters Score -2.358942e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152371 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -23589366.000000 Penalty: 5988.974121
	Iteration 44Q: 3 clusters Score -2.358937e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -23589378.000000 Penalty: 5988.974121
	Iteration 45Q: 3 clusters Score -2.358938e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -23589342.000000 Penalty: 5988.974121
	Iteration 46Q: 3 clusters Score -2.358934e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -23589364.000000 Penalty: 5988.974121
	Iteration 47Q: 3 clusters Score -2.358936e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -23589320.000000 Penalty: 5988.974121
	Iteration 48Q: 3 clusters Score -2.358932e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -23589300.000000 Penalty: 5988.974121
	Iteration 49Q: 3 clusters Score -2.35893e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -23589248.000000 Penalty: 5988.974121
	Iteration 50Q: 3 clusters Score -2.358925e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -23589316.000000 Penalty: 5988.974121
	Iteration 51Q: 3 clusters Score -2.358932e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -23589342.000000 Penalty: 5988.974121
	Iteration 52Q: 3 clusters Score -2.358934e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -23589304.000000 Penalty: 5988.974121
	Iteration 53Q: 3 clusters Score -2.35893e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -23589292.000000 Penalty: 5988.974121
	Iteration 54Q: 3 clusters Score -2.358929e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -23589346.000000 Penalty: 5988.974121
	Iteration 55Q: 3 clusters Score -2.358935e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -23589278.000000 Penalty: 5988.974121
	Iteration 56Q: 3 clusters Score -2.358928e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -23589292.000000 Penalty: 5988.974121
	Iteration 57Q: 3 clusters Score -2.358929e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -23589306.000000 Penalty: 5988.974121
	Iteration 58Q: 3 clusters Score -2.358931e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -23589332.000000 Penalty: 5988.974121
	Iteration 59Q: 3 clusters Score -2.358933e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156555 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -23589378.000000 Penalty: 5988.974121
	Iteration 60F: 3 clusters Score -2.358938e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -23589354.000000 Penalty: 5988.974121
	Iteration 61Q: 3 clusters Score -2.358935e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -23589372.000000 Penalty: 5988.974121
	Iteration 62Q: 3 clusters Score -2.358937e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -23589384.000000 Penalty: 5988.974121
	Iteration 63Q: 3 clusters Score -2.358938e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -23589438.000000 Penalty: 5988.974121
	Iteration 64Q: 3 clusters Score -2.358944e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -23589552.000000 Penalty: 5988.974121
	Iteration 65Q: 3 clusters Score -2.358955e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -23589632.000000 Penalty: 5988.974121
	Iteration 66Q: 3 clusters Score -2.358963e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -23589698.000000 Penalty: 5988.974121
	Iteration 67Q: 3 clusters Score -2.35897e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -23589692.000000 Penalty: 5988.974121
	Iteration 68Q: 3 clusters Score -2.358969e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -23589664.000000 Penalty: 5988.974121
	Iteration 69Q: 3 clusters Score -2.358966e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160363 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -23589768.000000 Penalty: 5988.974121
	Iteration 70Q: 3 clusters Score -2.358977e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -23589832.000000 Penalty: 5988.974121
	Iteration 71Q: 3 clusters Score -2.358983e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -23589958.000000 Penalty: 5988.974121
	Iteration 72Q: 3 clusters Score -2.358996e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -23590022.000000 Penalty: 5988.974121
	Iteration 73Q: 3 clusters Score -2.359002e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -23590102.000000 Penalty: 5988.974121
	Iteration 74Q: 3 clusters Score -2.35901e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -23590088.000000 Penalty: 5988.974121
	Iteration 75Q: 3 clusters Score -2.359009e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162812 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -23590124.000000 Penalty: 5988.974121
	Iteration 76Q: 3 clusters Score -2.359012e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -23590150.000000 Penalty: 5988.974121
	Iteration 77Q: 3 clusters Score -2.359015e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -23590158.000000 Penalty: 5988.974121
	Iteration 78Q: 3 clusters Score -2.359016e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -23590258.000000 Penalty: 5988.974121
	Iteration 79Q: 3 clusters Score -2.359026e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -23590392.000000 Penalty: 5988.974121
	Iteration 80F: 3 clusters Score -2.359039e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -23590548.000000 Penalty: 5988.974121
	Iteration 81Q: 3 clusters Score -2.359055e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 5988.974121
	Iteration 82Q: 3 clusters Score -2.359062e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165970 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -23590660.000000 Penalty: 5988.974121
	Iteration 83Q: 3 clusters Score -2.359066e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166444 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -23590812.000000 Penalty: 5988.974121
	Iteration 84Q: 3 clusters Score -2.359081e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -23590910.000000 Penalty: 5988.974121
	Iteration 85Q: 3 clusters Score -2.359091e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -23590890.000000 Penalty: 5988.974121
	Iteration 86Q: 3 clusters Score -2.359089e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -23591002.000000 Penalty: 5988.974121
	Iteration 87Q: 3 clusters Score -2.3591e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168308 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -23591080.000000 Penalty: 5988.974121
	Iteration 88Q: 3 clusters Score -2.359108e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -23591088.000000 Penalty: 5988.974121
	Iteration 89Q: 3 clusters Score -2.359109e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168956 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -23591066.000000 Penalty: 5988.974121
	Iteration 90Q: 3 clusters Score -2.359107e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -23591156.000000 Penalty: 5988.974121
	Iteration 91Q: 3 clusters Score -2.359116e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -23591254.000000 Penalty: 5988.974121
	Iteration 92Q: 3 clusters Score -2.359125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -23591310.000000 Penalty: 5988.974121
	Iteration 93Q: 3 clusters Score -2.359131e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -23591280.000000 Penalty: 5988.974121
	Iteration 94Q: 3 clusters Score -2.359128e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -23591336.000000 Penalty: 5988.974121
	Iteration 95Q: 3 clusters Score -2.359134e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170401 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -23591386.000000 Penalty: 5988.974121
	Iteration 96Q: 3 clusters Score -2.359139e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -23591466.000000 Penalty: 5988.974121
	Iteration 97Q: 3 clusters Score -2.359147e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -23591490.000000 Penalty: 5988.974121
	Iteration 98Q: 3 clusters Score -2.359149e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -23591566.000000 Penalty: 5988.974121
	Iteration 99Q: 3 clusters Score -2.359157e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171177 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -23591606.000000 Penalty: 5988.974121
	Iteration 100F: 3 clusters Score -2.359161e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -23591666.000000 Penalty: 5988.974121
	Iteration 101Q: 3 clusters Score -2.359167e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171522 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -23591742.000000 Penalty: 5988.974121
	Iteration 102Q: 3 clusters Score -2.359174e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -23591780.000000 Penalty: 5988.974121
	Iteration 103Q: 3 clusters Score -2.359178e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171800 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23591788.000000 Penalty: 5988.974121
	Iteration 104Q: 3 clusters Score -2.359179e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -23591780.000000 Penalty: 5988.974121
	Iteration 105Q: 3 clusters Score -2.359178e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -23591734.000000 Penalty: 5988.974121
	Iteration 106Q: 3 clusters Score -2.359173e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -23591764.000000 Penalty: 5988.974121
	Iteration 107Q: 3 clusters Score -2.359176e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172232 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23591830.000000 Penalty: 5988.974121
	Iteration 108Q: 3 clusters Score -2.359183e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -23591852.000000 Penalty: 5988.974121
	Iteration 109Q: 3 clusters Score -2.359185e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172450 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -23591950.000000 Penalty: 5988.974121
	Iteration 110Q: 3 clusters Score -2.359195e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -23592014.000000 Penalty: 5988.974121
	Iteration 111Q: 3 clusters Score -2.359201e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172619 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23591996.000000 Penalty: 5988.974121
	Iteration 112Q: 3 clusters Score -2.3592e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -23592010.000000 Penalty: 5988.974121
	Iteration 113Q: 3 clusters Score -2.359201e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -23592048.000000 Penalty: 5988.974121
	Iteration 114Q: 3 clusters Score -2.359205e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172843 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23592030.000000 Penalty: 5988.974121
	Iteration 115Q: 3 clusters Score -2.359203e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -23592006.000000 Penalty: 5988.974121
	Iteration 116Q: 3 clusters Score -2.359201e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172946 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -23592016.000000 Penalty: 5988.974121
	Iteration 117Q: 3 clusters Score -2.359202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -23592046.000000 Penalty: 5988.974121
	Iteration 118Q: 3 clusters Score -2.359205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173043 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -23592038.000000 Penalty: 5988.974121
	Iteration 119Q: 3 clusters Score -2.359204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -23592044.000000 Penalty: 5988.974121
	Iteration 120F: 3 clusters Score -2.359204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23592060.000000 Penalty: 5988.974121
	Iteration 121Q: 3 clusters Score -2.359206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23592058.000000 Penalty: 5988.974121
	Iteration 122Q: 3 clusters Score -2.359206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173154 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23592028.000000 Penalty: 5988.974121
	Iteration 123Q: 3 clusters Score -2.359203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23592036.000000 Penalty: 5988.974121
	Iteration 124Q: 3 clusters Score -2.359204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23592062.000000 Penalty: 5988.974121
	Iteration 125Q: 3 clusters Score -2.359206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173212 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23592090.000000 Penalty: 5988.974121
	Iteration 126Q: 3 clusters Score -2.359209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -23592078.000000 Penalty: 5988.974121
	Iteration 127Q: 3 clusters Score -2.359208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173249 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23592084.000000 Penalty: 5988.974121
	Iteration 128Q: 3 clusters Score -2.359208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -23592104.000000 Penalty: 5988.974121
	Iteration 129Q: 3 clusters Score -2.35921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23592114.000000 Penalty: 5988.974121
	Iteration 130Q: 3 clusters Score -2.359211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173289 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23592124.000000 Penalty: 5988.974121
	Iteration 131Q: 3 clusters Score -2.359212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173300 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -23592120.000000 Penalty: 5988.974121
	Iteration 132Q: 3 clusters Score -2.359212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -23592122.000000 Penalty: 5988.974121
	Iteration 133Q: 3 clusters Score -2.359212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -23592114.000000 Penalty: 5988.974121
	Iteration 134Q: 3 clusters Score -2.359211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173347 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -23592138.000000 Penalty: 5988.974121
	Iteration 135Q: 3 clusters Score -2.359214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23592124.000000 Penalty: 5988.974121
	Iteration 136Q: 3 clusters Score -2.359212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23592134.000000 Penalty: 5988.974121
	Iteration 137Q: 3 clusters Score -2.359213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23592144.000000 Penalty: 5988.974121
	Iteration 138Q: 3 clusters Score -2.359214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23592146.000000 Penalty: 5988.974121
	Iteration 139Q: 3 clusters Score -2.359215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173427 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23592128.000000 Penalty: 5988.974121
	Iteration 140F: 3 clusters Score -2.359213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23592114.000000 Penalty: 5988.974121
	Iteration 141Q: 3 clusters Score -2.359211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -23592106.000000 Penalty: 5988.974121
	Iteration 142Q: 3 clusters Score -2.359211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23592116.000000 Penalty: 5988.974121
	Iteration 143Q: 3 clusters Score -2.359212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23592096.000000 Penalty: 5988.974121
	Iteration 144Q: 3 clusters Score -2.35921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23592106.000000 Penalty: 5988.974121
	Iteration 145Q: 3 clusters Score -2.359211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173511 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23592122.000000 Penalty: 5988.974121
	Iteration 146Q: 3 clusters Score -2.359212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23592108.000000 Penalty: 5988.974121
	Iteration 147Q: 3 clusters Score -2.359211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173538 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23592118.000000 Penalty: 5988.974121
	Iteration 148Q: 3 clusters Score -2.359212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -23592094.000000 Penalty: 5988.974121
	Iteration 149Q: 3 clusters Score -2.359209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23592118.000000 Penalty: 5988.974121
	Iteration 150Q: 3 clusters Score -2.359212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -23592136.000000 Penalty: 5988.974121
	Iteration 151Q: 3 clusters Score -2.359214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23592146.000000 Penalty: 5988.974121
	Iteration 152Q: 3 clusters Score -2.359215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173612 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23592126.000000 Penalty: 5988.974121
	Iteration 153Q: 3 clusters Score -2.359213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23592124.000000 Penalty: 5988.974121
	Iteration 154Q: 3 clusters Score -2.359212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23592122.000000 Penalty: 5988.974121
	Iteration 155Q: 3 clusters Score -2.359212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23592110.000000 Penalty: 5988.974121
	Iteration 156Q: 3 clusters Score -2.359211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173627 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23592102.000000 Penalty: 5988.974121
	Iteration 157Q: 3 clusters Score -2.35921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -23592132.000000 Penalty: 5988.974121
	Iteration 158Q: 3 clusters Score -2.359213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173638 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23592148.000000 Penalty: 5988.974121
	Iteration 159Q: 3 clusters Score -2.359215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23592140.000000 Penalty: 5988.974121
	Iteration 160F: 3 clusters Score -2.359214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173647 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23592140.000000 Penalty: 5988.974121
	Iteration 161Q: 3 clusters Score -2.359214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23592140.000000 Penalty: 5988.974121
	Iteration 162Q: 3 clusters Score -2.359214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23592138.000000 Penalty: 5988.974121
	Iteration 163Q: 3 clusters Score -2.359214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23592136.000000 Penalty: 5988.974121
	Iteration 164Q: 3 clusters Score -2.359214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23592128.000000 Penalty: 5988.974121
	Iteration 165Q: 3 clusters Score -2.359213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23592128.000000 Penalty: 5988.974121
	Iteration 166F: 3 clusters Score -2.359213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Entering Unmasked Estep 
Score: -5313672.000000 Penalty: 2622.125000
	Iteration 0F: 2 clusters Score -5313672 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 19593 members 
Entering Unmasked Estep 
Score: -5287322.000000 Penalty: 5244.250000
	Iteration 0F: 3 clusters Score -5287322 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5297222.000000 Penalty: 5244.250000
	Iteration 1F: 3 clusters Score -5297222 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5297710.000000 Penalty: 5244.250000
	Iteration 2Q: 3 clusters Score -5297710 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5298159.500000 Penalty: 5244.250000
	Iteration 3Q: 3 clusters Score -5298160 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5298647.500000 Penalty: 5244.250000
	Iteration 4Q: 3 clusters Score -5298648 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5299215.000000 Penalty: 5244.250000
	Iteration 5Q: 3 clusters Score -5299215 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -5299974.000000 Penalty: 5244.250000
	Iteration 6Q: 3 clusters Score -5299974 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5300978.000000 Penalty: 5244.250000
	Iteration 7Q: 3 clusters Score -5300978 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5302349.500000 Penalty: 5244.250000
	Iteration 8F: 3 clusters Score -5302350 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5304041.500000 Penalty: 5244.250000
	Iteration 9F: 3 clusters Score -5304042 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5305900.500000 Penalty: 5244.250000
	Iteration 10F: 3 clusters Score -5305900 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -5307609.500000 Penalty: 5244.250000
	Iteration 11F: 3 clusters Score -5307610 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5308973.000000 Penalty: 5244.250000
	Iteration 12Q: 3 clusters Score -5308973 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -5309888.000000 Penalty: 5244.250000
	Iteration 13Q: 3 clusters Score -5309888 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5310418.500000 Penalty: 5244.250000
	Iteration 14Q: 3 clusters Score -5310418 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5310765.500000 Penalty: 5244.250000
	Iteration 15Q: 3 clusters Score -5310766 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5310994.500000 Penalty: 5244.250000
	Iteration 16Q: 3 clusters Score -5310994 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5311161.000000 Penalty: 5244.250000
	Iteration 17Q: 3 clusters Score -5311161 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5311266.000000 Penalty: 5244.250000
	Iteration 18Q: 3 clusters Score -5311266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5311358.500000 Penalty: 5244.250000
	Iteration 19Q: 3 clusters Score -5311358 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -5311435.000000 Penalty: 5244.250000
	Iteration 20F: 3 clusters Score -5311435 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -5311491.000000 Penalty: 5244.250000
	Iteration 21Q: 3 clusters Score -5311491 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5311537.500000 Penalty: 5244.250000
	Iteration 22Q: 3 clusters Score -5311538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5311581.000000 Penalty: 5244.250000
	Iteration 23Q: 3 clusters Score -5311581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5311601.000000 Penalty: 5244.250000
	Iteration 24Q: 3 clusters Score -5311601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5311622.500000 Penalty: 5244.250000
	Iteration 25Q: 3 clusters Score -5311622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5311638.500000 Penalty: 5244.250000
	Iteration 26Q: 3 clusters Score -5311638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5311644.000000 Penalty: 5244.250000
	Iteration 27Q: 3 clusters Score -5311644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -5311661.000000 Penalty: 5244.250000
	Iteration 28Q: 3 clusters Score -5311661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -5311657.000000 Penalty: 5244.250000
	Iteration 29Q: 3 clusters Score -5311657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -5311663.500000 Penalty: 5244.250000
	Iteration 30Q: 3 clusters Score -5311664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5311666.000000 Penalty: 5244.250000
	Iteration 31Q: 3 clusters Score -5311666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5311668.000000 Penalty: 5244.250000
	Iteration 32Q: 3 clusters Score -5311668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5311671.500000 Penalty: 5244.250000
	Iteration 33Q: 3 clusters Score -5311672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5311667.000000 Penalty: 5244.250000
	Iteration 34Q: 3 clusters Score -5311667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5311682.500000 Penalty: 5244.250000
	Iteration 35Q: 3 clusters Score -5311682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5311686.000000 Penalty: 5244.250000
	Iteration 36Q: 3 clusters Score -5311686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5311697.000000 Penalty: 5244.250000
	Iteration 37Q: 3 clusters Score -5311697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5311704.000000 Penalty: 5244.250000
	Iteration 38Q: 3 clusters Score -5311704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5311708.500000 Penalty: 5244.250000
	Iteration 39Q: 3 clusters Score -5311708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5311710.500000 Penalty: 5244.250000
	Iteration 40F: 3 clusters Score -5311710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -5311712.500000 Penalty: 5244.250000
	Iteration 41Q: 3 clusters Score -5311712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5311714.500000 Penalty: 5244.250000
	Iteration 42Q: 3 clusters Score -5311714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5311714.000000 Penalty: 5244.250000
	Iteration 43Q: 3 clusters Score -5311714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -5311719.000000 Penalty: 5244.250000
	Iteration 44Q: 3 clusters Score -5311719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5311716.000000 Penalty: 5244.250000
	Iteration 45Q: 3 clusters Score -5311716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5311722.000000 Penalty: 5244.250000
	Iteration 46Q: 3 clusters Score -5311722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5311726.500000 Penalty: 5244.250000
	Iteration 47Q: 3 clusters Score -5311726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5311729.500000 Penalty: 5244.250000
	Iteration 48Q: 3 clusters Score -5311730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5311716.500000 Penalty: 5244.250000
	Iteration 49Q: 3 clusters Score -5311716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5311719.500000 Penalty: 5244.250000
	Iteration 50Q: 3 clusters Score -5311720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -5311716.000000 Penalty: 5244.250000
	Iteration 51Q: 3 clusters Score -5311716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -5311722.500000 Penalty: 5244.250000
	Iteration 52Q: 3 clusters Score -5311722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5311728.000000 Penalty: 5244.250000
	Iteration 53Q: 3 clusters Score -5311728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5311733.500000 Penalty: 5244.250000
	Iteration 54Q: 3 clusters Score -5311734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5311734.500000 Penalty: 5244.250000
	Iteration 55Q: 3 clusters Score -5311734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5311730.000000 Penalty: 5244.250000
	Iteration 56Q: 3 clusters Score -5311730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5311739.000000 Penalty: 5244.250000
	Iteration 57Q: 3 clusters Score -5311739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5311742.000000 Penalty: 5244.250000
	Iteration 58Q: 3 clusters Score -5311742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5311738.500000 Penalty: 5244.250000
	Iteration 59Q: 3 clusters Score -5311738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -5311738.000000 Penalty: 5244.250000
	Iteration 60F: 3 clusters Score -5311738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5311735.000000 Penalty: 5244.250000
	Iteration 61Q: 3 clusters Score -5311735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5311738.500000 Penalty: 5244.250000
	Iteration 62Q: 3 clusters Score -5311738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5311736.000000 Penalty: 5244.250000
	Iteration 63Q: 3 clusters Score -5311736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5311741.000000 Penalty: 5244.250000
	Iteration 64Q: 3 clusters Score -5311741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5311742.000000 Penalty: 5244.250000
	Iteration 65Q: 3 clusters Score -5311742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5311747.500000 Penalty: 5244.250000
	Iteration 66Q: 3 clusters Score -5311748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -5311748.500000 Penalty: 5244.250000
	Iteration 67Q: 3 clusters Score -5311748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5311745.500000 Penalty: 5244.250000
	Iteration 68Q: 3 clusters Score -5311746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5311746.500000 Penalty: 5244.250000
	Iteration 69Q: 3 clusters Score -5311746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5311746.500000 Penalty: 5244.250000
	Iteration 70F: 3 clusters Score -5311746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Entering Unmasked Estep 
Score: -8332541.500000 Penalty: 2744.545654
	Iteration 0F: 2 clusters Score -8332542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8289311.000000 Penalty: 5489.091309
	Iteration 0F: 3 clusters Score -8289311 nChanged 29944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -8306337.500000 Penalty: 5489.091309
	Iteration 1F: 3 clusters Score -8306338 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8307001.000000 Penalty: 5489.091309
	Iteration 2Q: 3 clusters Score -8307001 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -8307652.000000 Penalty: 5489.091309
	Iteration 3Q: 3 clusters Score -8307652 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8308291.000000 Penalty: 5489.091309
	Iteration 4Q: 3 clusters Score -8308291 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8309082.000000 Penalty: 5489.091309
	Iteration 5Q: 3 clusters Score -8309082 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -8309785.000000 Penalty: 5489.091309
	Iteration 6Q: 3 clusters Score -8309785 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -8310658.500000 Penalty: 5489.091309
	Iteration 7Q: 3 clusters Score -8310658 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -8311525.000000 Penalty: 5489.091309
	Iteration 8Q: 3 clusters Score -8311525 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8312625.500000 Penalty: 5489.091309
	Iteration 9Q: 3 clusters Score -8312626 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8313976.500000 Penalty: 5489.091309
	Iteration 10Q: 3 clusters Score -8313976 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8315662.000000 Penalty: 5489.091309
	Iteration 11Q: 3 clusters Score -8315662 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -8317787.000000 Penalty: 5489.091309
	Iteration 12F: 3 clusters Score -8317787 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -8320365.000000 Penalty: 5489.091309
	Iteration 13F: 3 clusters Score -8320365 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -8323251.500000 Penalty: 5489.091309
	Iteration 14F: 3 clusters Score -8323252 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8325893.500000 Penalty: 5489.091309
	Iteration 15F: 3 clusters Score -8325894 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8327715.000000 Penalty: 5489.091309
	Iteration 16Q: 3 clusters Score -8327715 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8328782.500000 Penalty: 5489.091309
	Iteration 17Q: 3 clusters Score -8328782 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8329344.000000 Penalty: 5489.091309
	Iteration 18Q: 3 clusters Score -8329344 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8329667.000000 Penalty: 5489.091309
	Iteration 19Q: 3 clusters Score -8329667 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8329856.500000 Penalty: 5489.091309
	Iteration 20F: 3 clusters Score -8329856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8329943.500000 Penalty: 5489.091309
	Iteration 21Q: 3 clusters Score -8329944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8330002.500000 Penalty: 5489.091309
	Iteration 22Q: 3 clusters Score -8330002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8330036.000000 Penalty: 5489.091309
	Iteration 23Q: 3 clusters Score -8330036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8330074.000000 Penalty: 5489.091309
	Iteration 24Q: 3 clusters Score -8330074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8330099.000000 Penalty: 5489.091309
	Iteration 25Q: 3 clusters Score -8330099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8330129.000000 Penalty: 5489.091309
	Iteration 26Q: 3 clusters Score -8330129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8330142.500000 Penalty: 5489.091309
	Iteration 27Q: 3 clusters Score -8330142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8330149.500000 Penalty: 5489.091309
	Iteration 28Q: 3 clusters Score -8330150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8330159.000000 Penalty: 5489.091309
	Iteration 29Q: 3 clusters Score -8330159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8330162.500000 Penalty: 5489.091309
	Iteration 30Q: 3 clusters Score -8330162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8330173.500000 Penalty: 5489.091309
	Iteration 31Q: 3 clusters Score -8330174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8330188.500000 Penalty: 5489.091309
	Iteration 32Q: 3 clusters Score -8330188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8330189.500000 Penalty: 5489.091309
	Iteration 33Q: 3 clusters Score -8330190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8330201.000000 Penalty: 5489.091309
	Iteration 34Q: 3 clusters Score -8330201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8330199.500000 Penalty: 5489.091309
	Iteration 35Q: 3 clusters Score -8330200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8330203.500000 Penalty: 5489.091309
	Iteration 36Q: 3 clusters Score -8330204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8330214.500000 Penalty: 5489.091309
	Iteration 37Q: 3 clusters Score -8330214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8330212.000000 Penalty: 5489.091309
	Iteration 38Q: 3 clusters Score -8330212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8330209.000000 Penalty: 5489.091309
	Iteration 39Q: 3 clusters Score -8330209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8330209.000000 Penalty: 5489.091309
	Iteration 40F: 3 clusters Score -8330209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -358790.593750 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -358790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -355810.031250 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -355810 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -356356.031250 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -356356 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -356470.031250 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -356470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -356536.187500 Penalty: 3892.102539
	Iteration 3Q: 3 clusters Score -356536.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -356580.500000 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -356580.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356611.156250 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -356611.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -356625.781250 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -356625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -356639.937500 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -356639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356652.468750 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -356652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -356664.937500 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -356664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -356673.312500 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -356673.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -356677.843750 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -356677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -356679.562500 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -356679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -356681.156250 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -356681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -356680.625000 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -356680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -356680.625000 Penalty: 3892.102539
	Iteration 15F: 3 clusters Score -356680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 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 198 members 
Entering Unmasked Estep 
Score: -39690.343750 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39690.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39864.191406 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39864.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39945.937500 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -39945.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39992.437500 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -39992.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40012.902344 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40020.609375 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40020.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40022.371094 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40022.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40024.925781 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40024.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40030.816406 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40030.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40036.042969 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40036.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40043.886719 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40043.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40043.886719 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -40043.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Entering Unmasked Estep 
Score: -8853697.000000 Penalty: 2750.827637
	Iteration 0F: 2 clusters Score -8853697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -8809578.000000 Penalty: 5501.655273
	Iteration 0F: 3 clusters Score -8809578 nChanged 30547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8826768.000000 Penalty: 5501.655273
	Iteration 1F: 3 clusters Score -8826768 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8827344.000000 Penalty: 5501.655273
	Iteration 2Q: 3 clusters Score -8827344 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -8827945.000000 Penalty: 5501.655273
	Iteration 3Q: 3 clusters Score -8827945 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -8828533.000000 Penalty: 5501.655273
	Iteration 4Q: 3 clusters Score -8828533 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -8829339.000000 Penalty: 5501.655273
	Iteration 5Q: 3 clusters Score -8829339 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -8830525.000000 Penalty: 5501.655273
	Iteration 6Q: 3 clusters Score -8830525 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8832415.000000 Penalty: 5501.655273
	Iteration 7F: 3 clusters Score -8832415 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -8835348.000000 Penalty: 5501.655273
	Iteration 8F: 3 clusters Score -8835348 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8839142.000000 Penalty: 5501.655273
	Iteration 9F: 3 clusters Score -8839142 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8843149.000000 Penalty: 5501.655273
	Iteration 10F: 3 clusters Score -8843149 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8846340.000000 Penalty: 5501.655273
	Iteration 11F: 3 clusters Score -8846340 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8848378.000000 Penalty: 5501.655273
	Iteration 12Q: 3 clusters Score -8848378 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8849624.000000 Penalty: 5501.655273
	Iteration 13Q: 3 clusters Score -8849624 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8850264.000000 Penalty: 5501.655273
	Iteration 14Q: 3 clusters Score -8850264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8850627.000000 Penalty: 5501.655273
	Iteration 15Q: 3 clusters Score -8850627 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8850888.000000 Penalty: 5501.655273
	Iteration 16Q: 3 clusters Score -8850888 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8851030.000000 Penalty: 5501.655273
	Iteration 17Q: 3 clusters Score -8851030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8851143.000000 Penalty: 5501.655273
	Iteration 18Q: 3 clusters Score -8851143 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8851196.000000 Penalty: 5501.655273
	Iteration 19Q: 3 clusters Score -8851196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8851263.000000 Penalty: 5501.655273
	Iteration 20F: 3 clusters Score -8851263 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8851307.000000 Penalty: 5501.655273
	Iteration 21Q: 3 clusters Score -8851307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8851347.000000 Penalty: 5501.655273
	Iteration 22Q: 3 clusters Score -8851347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8851400.000000 Penalty: 5501.655273
	Iteration 23Q: 3 clusters Score -8851400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8851429.000000 Penalty: 5501.655273
	Iteration 24Q: 3 clusters Score -8851429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8851434.000000 Penalty: 5501.655273
	Iteration 25Q: 3 clusters Score -8851434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8851460.000000 Penalty: 5501.655273
	Iteration 26Q: 3 clusters Score -8851460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8851443.000000 Penalty: 5501.655273
	Iteration 27Q: 3 clusters Score -8851443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8851469.000000 Penalty: 5501.655273
	Iteration 28Q: 3 clusters Score -8851469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8851498.000000 Penalty: 5501.655273
	Iteration 29Q: 3 clusters Score -8851498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8851506.000000 Penalty: 5501.655273
	Iteration 30Q: 3 clusters Score -8851506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8851520.000000 Penalty: 5501.655273
	Iteration 31Q: 3 clusters Score -8851520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8851540.000000 Penalty: 5501.655273
	Iteration 32Q: 3 clusters Score -8851540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8851549.000000 Penalty: 5501.655273
	Iteration 33Q: 3 clusters Score -8851549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8851558.000000 Penalty: 5501.655273
	Iteration 34Q: 3 clusters Score -8851558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8851556.000000 Penalty: 5501.655273
	Iteration 35Q: 3 clusters Score -8851556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8851555.000000 Penalty: 5501.655273
	Iteration 36Q: 3 clusters Score -8851555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8851554.000000 Penalty: 5501.655273
	Iteration 37Q: 3 clusters Score -8851554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8851556.000000 Penalty: 5501.655273
	Iteration 38Q: 3 clusters Score -8851556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8851562.000000 Penalty: 5501.655273
	Iteration 39Q: 3 clusters Score -8851562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8851557.000000 Penalty: 5501.655273
	Iteration 40F: 3 clusters Score -8851557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8851546.000000 Penalty: 5501.655273
	Iteration 41Q: 3 clusters Score -8851546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8851548.000000 Penalty: 5501.655273
	Iteration 42Q: 3 clusters Score -8851548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8851551.000000 Penalty: 5501.655273
	Iteration 43Q: 3 clusters Score -8851551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8851556.000000 Penalty: 5501.655273
	Iteration 44Q: 3 clusters Score -8851556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8851562.000000 Penalty: 5501.655273
	Iteration 45Q: 3 clusters Score -8851562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8851558.000000 Penalty: 5501.655273
	Iteration 46Q: 3 clusters Score -8851558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8851567.000000 Penalty: 5501.655273
	Iteration 47Q: 3 clusters Score -8851567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8851570.000000 Penalty: 5501.655273
	Iteration 48Q: 3 clusters Score -8851570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8851565.000000 Penalty: 5501.655273
	Iteration 49Q: 3 clusters Score -8851565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8851565.000000 Penalty: 5501.655273
	Iteration 50Q: 3 clusters Score -8851565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8851564.000000 Penalty: 5501.655273
	Iteration 51Q: 3 clusters Score -8851564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8851568.000000 Penalty: 5501.655273
	Iteration 52Q: 3 clusters Score -8851568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8851577.000000 Penalty: 5501.655273
	Iteration 53Q: 3 clusters Score -8851577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8851577.000000 Penalty: 5501.655273
	Iteration 54Q: 3 clusters Score -8851577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8851582.000000 Penalty: 5501.655273
	Iteration 55Q: 3 clusters Score -8851582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8851578.000000 Penalty: 5501.655273
	Iteration 56Q: 3 clusters Score -8851578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8851580.000000 Penalty: 5501.655273
	Iteration 57Q: 3 clusters Score -8851580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8851572.000000 Penalty: 5501.655273
	Iteration 58Q: 3 clusters Score -8851572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8851572.000000 Penalty: 5501.655273
	Iteration 59Q: 3 clusters Score -8851572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8851575.000000 Penalty: 5501.655273
	Iteration 60F: 3 clusters Score -8851575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Entering Unmasked Estep 
Score: -2443359.750000 Penalty: 2434.994873
	Iteration 0F: 2 clusters Score -2443360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2430379.000000 Penalty: 4869.989746
	Iteration 0F: 3 clusters Score -2430379 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2434814.000000 Penalty: 4869.989746
	Iteration 1F: 3 clusters Score -2434814 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2435453.000000 Penalty: 4869.989746
	Iteration 2F: 3 clusters Score -2435453 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2436096.750000 Penalty: 4869.989746
	Iteration 3F: 3 clusters Score -2436097 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2436714.500000 Penalty: 4869.989746
	Iteration 4F: 3 clusters Score -2436714 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2437329.750000 Penalty: 4869.989746
	Iteration 5F: 3 clusters Score -2437330 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2437930.250000 Penalty: 4869.989746
	Iteration 6F: 3 clusters Score -2437930 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2438612.750000 Penalty: 4869.989746
	Iteration 7F: 3 clusters Score -2438613 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2439293.750000 Penalty: 4869.989746
	Iteration 8F: 3 clusters Score -2439294 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2439955.000000 Penalty: 4869.989746
	Iteration 9F: 3 clusters Score -2439955 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2440510.000000 Penalty: 4869.989746
	Iteration 10Q: 3 clusters Score -2440510 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2440970.500000 Penalty: 4869.989746
	Iteration 11Q: 3 clusters Score -2440970 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2441250.750000 Penalty: 4869.989746
	Iteration 12Q: 3 clusters Score -2441251 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2441403.500000 Penalty: 4869.989746
	Iteration 13Q: 3 clusters Score -2441404 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2441497.000000 Penalty: 4869.989746
	Iteration 14Q: 3 clusters Score -2441497 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2441553.500000 Penalty: 4869.989746
	Iteration 15Q: 3 clusters Score -2441554 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2441596.000000 Penalty: 4869.989746
	Iteration 16Q: 3 clusters Score -2441596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2441634.750000 Penalty: 4869.989746
	Iteration 17Q: 3 clusters Score -2441635 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2441667.250000 Penalty: 4869.989746
	Iteration 18Q: 3 clusters Score -2441667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2441691.500000 Penalty: 4869.989746
	Iteration 19Q: 3 clusters Score -2441692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2441705.500000 Penalty: 4869.989746
	Iteration 20F: 3 clusters Score -2441706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2441727.500000 Penalty: 4869.989746
	Iteration 21Q: 3 clusters Score -2441728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2441740.500000 Penalty: 4869.989746
	Iteration 22Q: 3 clusters Score -2441740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2441740.500000 Penalty: 4869.989746
	Iteration 23Q: 3 clusters Score -2441740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2441750.750000 Penalty: 4869.989746
	Iteration 24Q: 3 clusters Score -2441751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2441759.750000 Penalty: 4869.989746
	Iteration 25Q: 3 clusters Score -2441760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2441769.750000 Penalty: 4869.989746
	Iteration 26Q: 3 clusters Score -2441770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2441781.000000 Penalty: 4869.989746
	Iteration 27Q: 3 clusters Score -2441781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2441787.250000 Penalty: 4869.989746
	Iteration 28Q: 3 clusters Score -2441787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2441793.250000 Penalty: 4869.989746
	Iteration 29Q: 3 clusters Score -2441793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2441793.750000 Penalty: 4869.989746
	Iteration 30Q: 3 clusters Score -2441794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2441805.250000 Penalty: 4869.989746
	Iteration 31Q: 3 clusters Score -2441805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2441815.750000 Penalty: 4869.989746
	Iteration 32Q: 3 clusters Score -2441816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2441815.000000 Penalty: 4869.989746
	Iteration 33Q: 3 clusters Score -2441815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2441823.500000 Penalty: 4869.989746
	Iteration 34Q: 3 clusters Score -2441824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2441829.250000 Penalty: 4869.989746
	Iteration 35Q: 3 clusters Score -2441829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2441827.000000 Penalty: 4869.989746
	Iteration 36Q: 3 clusters Score -2441827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2441838.750000 Penalty: 4869.989746
	Iteration 37Q: 3 clusters Score -2441839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2441835.500000 Penalty: 4869.989746
	Iteration 38Q: 3 clusters Score -2441836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2441834.250000 Penalty: 4869.989746
	Iteration 39Q: 3 clusters Score -2441834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2441837.000000 Penalty: 4869.989746
	Iteration 40F: 3 clusters Score -2441837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2441837.250000 Penalty: 4869.989746
	Iteration 41Q: 3 clusters Score -2441837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2441850.250000 Penalty: 4869.989746
	Iteration 42Q: 3 clusters Score -2441850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2441846.250000 Penalty: 4869.989746
	Iteration 43Q: 3 clusters Score -2441846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2441848.250000 Penalty: 4869.989746
	Iteration 44Q: 3 clusters Score -2441848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2441854.250000 Penalty: 4869.989746
	Iteration 45Q: 3 clusters Score -2441854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2441857.500000 Penalty: 4869.989746
	Iteration 46Q: 3 clusters Score -2441858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2441852.000000 Penalty: 4869.989746
	Iteration 47Q: 3 clusters Score -2441852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2441853.000000 Penalty: 4869.989746
	Iteration 48Q: 3 clusters Score -2441853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2441854.500000 Penalty: 4869.989746
	Iteration 49Q: 3 clusters Score -2441854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2441853.500000 Penalty: 4869.989746
	Iteration 50Q: 3 clusters Score -2441854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2441850.500000 Penalty: 4869.989746
	Iteration 51Q: 3 clusters Score -2441850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2441851.500000 Penalty: 4869.989746
	Iteration 52Q: 3 clusters Score -2441852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2441855.000000 Penalty: 4869.989746
	Iteration 53Q: 3 clusters Score -2441855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2441854.250000 Penalty: 4869.989746
	Iteration 54Q: 3 clusters Score -2441854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2441857.250000 Penalty: 4869.989746
	Iteration 55Q: 3 clusters Score -2441857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2441856.250000 Penalty: 4869.989746
	Iteration 56Q: 3 clusters Score -2441856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2441855.500000 Penalty: 4869.989746
	Iteration 57Q: 3 clusters Score -2441856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2441857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2441854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2441856.000000 Penalty: 4869.989746
	Iteration 60F: 3 clusters Score -2441856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2441852.750000 Penalty: 4869.989746
	Iteration 61Q: 3 clusters Score -2441853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2441854.250000 Penalty: 4869.989746
	Iteration 62Q: 3 clusters Score -2441854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2441862.250000 Penalty: 4869.989746
	Iteration 63Q: 3 clusters Score -2441862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2441863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2441861.000000 Penalty: 4869.989746
	Iteration 65Q: 3 clusters Score -2441861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2441861.250000 Penalty: 4869.989746
	Iteration 66Q: 3 clusters Score -2441861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2441859.250000 Penalty: 4869.989746
	Iteration 67Q: 3 clusters Score -2441859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2441862.500000 Penalty: 4869.989746
	Iteration 68Q: 3 clusters Score -2441862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2441861.250000 Penalty: 4869.989746
	Iteration 69Q: 3 clusters Score -2441861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2441864.500000 Penalty: 4869.989746
	Iteration 70Q: 3 clusters Score -2441864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2441868.000000 Penalty: 4869.989746
	Iteration 71Q: 3 clusters Score -2441868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2441861.500000 Penalty: 4869.989746
	Iteration 72Q: 3 clusters Score -2441862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2441869.250000 Penalty: 4869.989746
	Iteration 73Q: 3 clusters Score -2441869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2441868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2441867.500000 Penalty: 4869.989746
	Iteration 75Q: 3 clusters Score -2441868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2441872.000000 Penalty: 4869.989746
	Iteration 76Q: 3 clusters Score -2441872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2441877.000000 Penalty: 4869.989746
	Iteration 77Q: 3 clusters Score -2441877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2441876.500000 Penalty: 4869.989746
	Iteration 78Q: 3 clusters Score -2441876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2441875.250000 Penalty: 4869.989746
	Iteration 79Q: 3 clusters Score -2441875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2441872.750000 Penalty: 4869.989746
	Iteration 80F: 3 clusters Score -2441873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2441870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2441878.000000 Penalty: 4869.989746
	Iteration 82Q: 3 clusters Score -2441878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
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Entering Unmasked Estep 
Score: -2441885.750000 Penalty: 4869.989746
	Iteration 83Q: 3 clusters Score -2441886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2441884.750000 Penalty: 4869.989746
	Iteration 84Q: 3 clusters Score -2441885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2441884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2441884.250000 Penalty: 4869.989746
	Iteration 86Q: 3 clusters Score -2441884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2441884.000000 Penalty: 4869.989746
	Iteration 87Q: 3 clusters Score -2441884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2441886.000000 Penalty: 4869.989746
	Iteration 88Q: 3 clusters Score -2441886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2441891.000000 Penalty: 4869.989746
	Iteration 89Q: 3 clusters Score -2441891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2441895.750000 Penalty: 4869.989746
	Iteration 90Q: 3 clusters Score -2441896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2441900.000000 Penalty: 4869.989746
	Iteration 91Q: 3 clusters Score -2441900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2441899.500000 Penalty: 4869.989746
	Iteration 92Q: 3 clusters Score -2441900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2441896.250000 Penalty: 4869.989746
	Iteration 93Q: 3 clusters Score -2441896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2441891.750000 Penalty: 4869.989746
	Iteration 94Q: 3 clusters Score -2441892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2441897.750000 Penalty: 4869.989746
	Iteration 95Q: 3 clusters Score -2441898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2441898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2441899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2441900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2441901.000000 Penalty: 4869.989746
	Iteration 99Q: 3 clusters Score -2441901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2441895.000000 Penalty: 4869.989746
	Iteration 100F: 3 clusters Score -2441895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2441896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2441898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2441900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2441899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
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Entering Unmasked Estep 
Score: -2441903.250000 Penalty: 4869.989746
	Iteration 105Q: 3 clusters Score -2441903 nChanged 3
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Mstep: Class 1 contains 13829 members 
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Entering Unmasked Estep 
Score: -2441906.000000 Penalty: 4869.989746
	Iteration 106Q: 3 clusters Score -2441906 nChanged 3
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Mstep: Class 1 contains 13832 members 
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Entering Unmasked Estep 
Score: -2441909.250000 Penalty: 4869.989746
	Iteration 107Q: 3 clusters Score -2441909 nChanged 4
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2441910 nChanged 9
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2441911 nChanged 13
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Mstep: Class 1 contains 13858 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2441914 nChanged 17
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Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2441916.250000 Penalty: 4869.989746
	Iteration 111Q: 3 clusters Score -2441916 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2441918 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2441917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2441922.250000 Penalty: 4869.989746
	Iteration 114Q: 3 clusters Score -2441922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2441918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2441922 nChanged 7
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Mstep: Class 1 contains 13929 members 
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Entering Unmasked Estep 
Score: -2441925.750000 Penalty: 4869.989746
	Iteration 117Q: 3 clusters Score -2441926 nChanged 6
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Mstep: Class 1 contains 13935 members 
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Entering Unmasked Estep 
Score: -2441928.750000 Penalty: 4869.989746
	Iteration 118Q: 3 clusters Score -2441929 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
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Entering Unmasked Estep 
Score: -2441924.750000 Penalty: 4869.989746
	Iteration 119Q: 3 clusters Score -2441925 nChanged 5
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Mstep: Class 1 contains 13945 members 
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Entering Unmasked Estep 
Score: -2441921.750000 Penalty: 4869.989746
	Iteration 120F: 3 clusters Score -2441922 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2441924.250000 Penalty: 4869.989746
	Iteration 121Q: 3 clusters Score -2441924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2441924.250000 Penalty: 4869.989746
	Iteration 122Q: 3 clusters Score -2441924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2441920.250000 Penalty: 4869.989746
	Iteration 123Q: 3 clusters Score -2441920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2441918.000000 Penalty: 4869.989746
	Iteration 124Q: 3 clusters Score -2441918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2441918.250000 Penalty: 4869.989746
	Iteration 125Q: 3 clusters Score -2441918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2441919.500000 Penalty: 4869.989746
	Iteration 126Q: 3 clusters Score -2441920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2441919.500000 Penalty: 4869.989746
	Iteration 127F: 3 clusters Score -2441920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174941 members 
Entering Unmasked Estep 
Score: -23680376.000000 Penalty: 2993.906494
	Iteration 0F: 2 clusters Score -2.368038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -23565872.000000 Penalty: 5987.812988
	Iteration 0F: 3 clusters Score -2.356587e+07 nChanged 83823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -23615248.000000 Penalty: 5987.812988
	Iteration 1F: 3 clusters Score -2.361525e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -23616198.000000 Penalty: 5987.812988
	Iteration 2Q: 3 clusters Score -2.36162e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -23617138.000000 Penalty: 5987.812988
	Iteration 3Q: 3 clusters Score -2.361714e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -23618426.000000 Penalty: 5987.812988
	Iteration 4Q: 3 clusters Score -2.361843e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -23620084.000000 Penalty: 5987.812988
	Iteration 5Q: 3 clusters Score -2.362008e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -23622312.000000 Penalty: 5987.812988
	Iteration 6Q: 3 clusters Score -2.362231e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -23626334.000000 Penalty: 5987.812988
	Iteration 7Q: 3 clusters Score -2.362633e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -23632216.000000 Penalty: 5987.812988
	Iteration 8F: 3 clusters Score -2.363222e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -23640158.000000 Penalty: 5987.812988
	Iteration 9F: 3 clusters Score -2.364016e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -23648146.000000 Penalty: 5987.812988
	Iteration 10F: 3 clusters Score -2.364815e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -23652388.000000 Penalty: 5987.812988
	Iteration 11Q: 3 clusters Score -2.365239e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -23654208.000000 Penalty: 5987.812988
	Iteration 12Q: 3 clusters Score -2.365421e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -23655338.000000 Penalty: 5987.812988
	Iteration 13Q: 3 clusters Score -2.365534e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -23656306.000000 Penalty: 5987.812988
	Iteration 14Q: 3 clusters Score -2.365631e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130085 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -23657420.000000 Penalty: 5987.812988
	Iteration 15Q: 3 clusters Score -2.365742e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -23658390.000000 Penalty: 5987.812988
	Iteration 16Q: 3 clusters Score -2.365839e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -23659526.000000 Penalty: 5987.812988
	Iteration 17Q: 3 clusters Score -2.365953e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -23660870.000000 Penalty: 5987.812988
	Iteration 18Q: 3 clusters Score -2.366087e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -23662694.000000 Penalty: 5987.812988
	Iteration 19Q: 3 clusters Score -2.366269e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -23664216.000000 Penalty: 5987.812988
	Iteration 20F: 3 clusters Score -2.366422e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -23665530.000000 Penalty: 5987.812988
	Iteration 21Q: 3 clusters Score -2.366553e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -23666962.000000 Penalty: 5987.812988
	Iteration 22Q: 3 clusters Score -2.366696e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158633 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -23668558.000000 Penalty: 5987.812988
	Iteration 23Q: 3 clusters Score -2.366856e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161757 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -23670032.000000 Penalty: 5987.812988
	Iteration 24Q: 3 clusters Score -2.367003e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164548 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -23671674.000000 Penalty: 5987.812988
	Iteration 25Q: 3 clusters Score -2.367167e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -23673116.000000 Penalty: 5987.812988
	Iteration 26Q: 3 clusters Score -2.367312e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168932 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -23674456.000000 Penalty: 5987.812988
	Iteration 27Q: 3 clusters Score -2.367446e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -23675354.000000 Penalty: 5987.812988
	Iteration 28Q: 3 clusters Score -2.367535e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171809 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -23676012.000000 Penalty: 5987.812988
	Iteration 29Q: 3 clusters Score -2.367601e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172725 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23676564.000000 Penalty: 5987.812988
	Iteration 30Q: 3 clusters Score -2.367656e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173354 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23676964.000000 Penalty: 5987.812988
	Iteration 31Q: 3 clusters Score -2.367696e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173752 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23677178.000000 Penalty: 5987.812988
	Iteration 32Q: 3 clusters Score -2.367718e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173997 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23677404.000000 Penalty: 5987.812988
	Iteration 33Q: 3 clusters Score -2.36774e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174159 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23677492.000000 Penalty: 5987.812988
	Iteration 34Q: 3 clusters Score -2.367749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23677598.000000 Penalty: 5987.812988
	Iteration 35Q: 3 clusters Score -2.36776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -23677620.000000 Penalty: 5987.812988
	Iteration 36Q: 3 clusters Score -2.367762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -23677646.000000 Penalty: 5987.812988
	Iteration 37Q: 3 clusters Score -2.367765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -23677674.000000 Penalty: 5987.812988
	Iteration 38Q: 3 clusters Score -2.367767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174415 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -23677688.000000 Penalty: 5987.812988
	Iteration 39Q: 3 clusters Score -2.367769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -23677692.000000 Penalty: 5987.812988
	Iteration 40F: 3 clusters Score -2.367769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -23677698.000000 Penalty: 5987.812988
	Iteration 41Q: 3 clusters Score -2.36777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174446 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -23677710.000000 Penalty: 5987.812988
	Iteration 42Q: 3 clusters Score -2.367771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23677710.000000 Penalty: 5987.812988
	Iteration 43Q: 3 clusters Score -2.367771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23677712.000000 Penalty: 5987.812988
	Iteration 44Q: 3 clusters Score -2.367771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -23677710.000000 Penalty: 5987.812988
	Iteration 45Q: 3 clusters Score -2.367771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23677718.000000 Penalty: 5987.812988
	Iteration 46Q: 3 clusters Score -2.367772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174466 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -23677718.000000 Penalty: 5987.812988
	Iteration 47Q: 3 clusters Score -2.367772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174469 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23677734.000000 Penalty: 5987.812988
	Iteration 48Q: 3 clusters Score -2.367773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23677754.000000 Penalty: 5987.812988
	Iteration 49Q: 3 clusters Score -2.367775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -23677766.000000 Penalty: 5987.812988
	Iteration 50Q: 3 clusters Score -2.367777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174482 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -23677774.000000 Penalty: 5987.812988
	Iteration 51Q: 3 clusters Score -2.367777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23677800.000000 Penalty: 5987.812988
	Iteration 52Q: 3 clusters Score -2.36778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23677792.000000 Penalty: 5987.812988
	Iteration 53Q: 3 clusters Score -2.367779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23677800.000000 Penalty: 5987.812988
	Iteration 54Q: 3 clusters Score -2.36778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23677802.000000 Penalty: 5987.812988
	Iteration 55Q: 3 clusters Score -2.36778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23677806.000000 Penalty: 5987.812988
	Iteration 56Q: 3 clusters Score -2.367781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23677806.000000 Penalty: 5987.812988
	Iteration 57Q: 3 clusters Score -2.367781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23677808.000000 Penalty: 5987.812988
	Iteration 58Q: 3 clusters Score -2.367781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23677814.000000 Penalty: 5987.812988
	Iteration 59Q: 3 clusters Score -2.367781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23677812.000000 Penalty: 5987.812988
	Iteration 60F: 3 clusters Score -2.367781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23677818.000000 Penalty: 5987.812988
	Iteration 61Q: 3 clusters Score -2.367782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23677818.000000 Penalty: 5987.812988
	Iteration 62F: 3 clusters Score -2.367782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -632991.125000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -632991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -628556.250000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -628556.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -629756.125000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -629756.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -630117.500000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -630117.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -630394.750000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -630394.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -630636.375000 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -630636.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -630810.062500 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -630810.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -630952.125000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -630952.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -631075.625000 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -631075.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -631185.062500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -631185.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -631269.875000 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -631269.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -631312.250000 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -631312.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -631344.375000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -631344.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -631370.687500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -631370.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -631395.937500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -631395.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -631418.500000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -631418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -631437.812500 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -631437.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -631453.062500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -631453.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -631475.625000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -631475.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -631489.812500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -631489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -631505.125000 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -631505.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -631515.250000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -631515.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -631522.562500 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -631522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -631524.937500 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -631524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -631531.375000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -631531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -631537.125000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -631537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -631540.125000 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -631540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -631543.687500 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -631543.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -631548.312500 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -631548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -631552.000000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -631552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -631558.250000 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -631558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -631562.187500 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -631562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -631563.500000 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -631563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -631564.187500 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -631564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -631564.812500 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -631564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -631564.250000 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -631564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -631564.250000 Penalty: 4220.843750
	Iteration 35F: 3 clusters Score -631564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193447 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234890 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100423 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75222 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154639 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13867 members 
Mstep: Class 14 contains 175351 members 
Mstep: Class 15 contains 39069 members 
Mstep: Class 16 contains 64005 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65647 members 
Mstep: Class 21 contains 18371 members 
Mstep: Class 22 contains 174941 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 279Q: 23 clusters Score -1.803699e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234885 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100435 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75214 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154638 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 175345 members 
Mstep: Class 15 contains 39071 members 
Mstep: Class 16 contains 63999 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65655 members 
Mstep: Class 21 contains 18361 members 
Mstep: Class 22 contains 174935 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 280F: 23 clusters Score -1.803698e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234882 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100433 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75209 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154632 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 175345 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 16 contains 63997 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65661 members 
Mstep: Class 21 contains 18337 members 
Mstep: Class 22 contains 174945 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 281Q: 23 clusters Score -1.803698e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193478 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234881 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100432 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75200 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154639 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 175335 members 
Mstep: Class 15 contains 39071 members 
Mstep: Class 16 contains 63997 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65664 members 
Mstep: Class 21 contains 18314 members 
Mstep: Class 22 contains 174957 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 282Q: 23 clusters Score -1.803698e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193491 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234886 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100422 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75194 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154642 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13910 members 
Mstep: Class 14 contains 175332 members 
Mstep: Class 15 contains 39068 members 
Mstep: Class 16 contains 63996 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65665 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 174962 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369760.000000 Penalty: 77098.109375
Iteration 283Q: 23 clusters Score -1.803698e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234886 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100416 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75192 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154655 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 175327 members 
Mstep: Class 15 contains 39066 members 
Mstep: Class 16 contains 63995 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65669 members 
Mstep: Class 21 contains 18285 members 
Mstep: Class 22 contains 174962 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 284Q: 23 clusters Score -1.803698e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193498 members 
Mstep: Class 2 contains 42298 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234891 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100415 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75192 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154666 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39064 members 
Mstep: Class 16 contains 63994 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65675 members 
Mstep: Class 21 contains 18270 members 
Mstep: Class 22 contains 174948 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 285Q: 23 clusters Score -1.803699e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234896 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100418 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75186 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154671 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13938 members 
Mstep: Class 14 contains 175318 members 
Mstep: Class 15 contains 39062 members 
Mstep: Class 16 contains 63993 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65681 members 
Mstep: Class 21 contains 18256 members 
Mstep: Class 22 contains 174940 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 286Q: 23 clusters Score -1.803699e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193501 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234908 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100418 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75182 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154683 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13941 members 
Mstep: Class 14 contains 175316 members 
Mstep: Class 15 contains 39061 members 
Mstep: Class 16 contains 63989 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65687 members 
Mstep: Class 21 contains 18246 members 
Mstep: Class 22 contains 174932 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 287Q: 23 clusters Score -1.803699e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193503 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234914 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75179 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154689 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13944 members 
Mstep: Class 14 contains 175316 members 
Mstep: Class 15 contains 39060 members 
Mstep: Class 16 contains 63983 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65687 members 
Mstep: Class 21 contains 18239 members 
Mstep: Class 22 contains 174925 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 288Q: 23 clusters Score -1.8037e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193499 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234916 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100430 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75178 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154696 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 175322 members 
Mstep: Class 15 contains 39060 members 
Mstep: Class 16 contains 63980 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65691 members 
Mstep: Class 21 contains 18230 members 
Mstep: Class 22 contains 174911 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 289Q: 23 clusters Score -1.803699e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193489 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234910 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100431 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75175 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154688 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13955 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39059 members 
Mstep: Class 16 contains 63977 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65696 members 
Mstep: Class 21 contains 18225 members 
Mstep: Class 22 contains 174931 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369696.000000 Penalty: 77098.109375
Iteration 290Q: 23 clusters Score -1.803697e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193494 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234907 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100438 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75171 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154692 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 175331 members 
Mstep: Class 15 contains 39059 members 
Mstep: Class 16 contains 63973 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65700 members 
Mstep: Class 21 contains 18220 members 
Mstep: Class 22 contains 174914 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 291Q: 23 clusters Score -1.803698e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193483 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234905 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100436 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75170 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154700 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 175338 members 
Mstep: Class 15 contains 39063 members 
Mstep: Class 16 contains 63970 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65696 members 
Mstep: Class 21 contains 18217 members 
Mstep: Class 22 contains 174916 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 292Q: 23 clusters Score -1.8037e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193477 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234906 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100433 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75166 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154713 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13968 members 
Mstep: Class 14 contains 175352 members 
Mstep: Class 15 contains 39064 members 
Mstep: Class 16 contains 63968 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65698 members 
Mstep: Class 21 contains 18206 members 
Mstep: Class 22 contains 174912 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 293Q: 23 clusters Score -1.803698e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193469 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234912 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100435 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75160 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154731 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 175353 members 
Mstep: Class 15 contains 39066 members 
Mstep: Class 16 contains 63962 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65699 members 
Mstep: Class 21 contains 18200 members 
Mstep: Class 22 contains 174902 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 294Q: 23 clusters Score -1.803698e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193461 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234909 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100432 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75153 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154735 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 175356 members 
Mstep: Class 15 contains 39063 members 
Mstep: Class 16 contains 63957 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65706 members 
Mstep: Class 21 contains 18196 members 
Mstep: Class 22 contains 174916 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 295Q: 23 clusters Score -1.803699e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234925 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100430 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75149 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154741 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13982 members 
Mstep: Class 14 contains 175351 members 
Mstep: Class 15 contains 39064 members 
Mstep: Class 16 contains 63950 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65715 members 
Mstep: Class 21 contains 18189 members 
Mstep: Class 22 contains 174903 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 296Q: 23 clusters Score -1.803699e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193461 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234930 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100423 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75143 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154746 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 14 contains 175347 members 
Mstep: Class 15 contains 39064 members 
Mstep: Class 16 contains 63946 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65721 members 
Mstep: Class 21 contains 18185 members 
Mstep: Class 22 contains 174903 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 297Q: 23 clusters Score -1.803698e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193453 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234933 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100427 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75145 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154754 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 13997 members 
Mstep: Class 14 contains 175348 members 
Mstep: Class 15 contains 39062 members 
Mstep: Class 16 contains 63942 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65717 members 
Mstep: Class 21 contains 18187 members 
Mstep: Class 22 contains 174896 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 298Q: 23 clusters Score -1.803699e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193455 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234930 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100428 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75146 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154760 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14003 members 
Mstep: Class 14 contains 175343 members 
Mstep: Class 15 contains 39061 members 
Mstep: Class 16 contains 63937 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65717 members 
Mstep: Class 21 contains 18186 members 
Mstep: Class 22 contains 174896 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 299Q: 23 clusters Score -1.803699e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234929 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100426 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75140 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154770 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14011 members 
Mstep: Class 14 contains 175340 members 
Mstep: Class 15 contains 39056 members 
Mstep: Class 16 contains 63935 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65723 members 
Mstep: Class 21 contains 18182 members 
Mstep: Class 22 contains 174887 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 300F: 23 clusters Score -1.8037e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234932 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100429 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75138 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154810 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14022 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 63933 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65721 members 
Mstep: Class 21 contains 18165 members 
Mstep: Class 22 contains 174864 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 301Q: 23 clusters Score -1.8037e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193463 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234934 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100432 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75139 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154825 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14034 members 
Mstep: Class 14 contains 175321 members 
Mstep: Class 15 contains 39052 members 
Mstep: Class 16 contains 63930 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65729 members 
Mstep: Class 21 contains 18150 members 
Mstep: Class 22 contains 174842 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 302Q: 23 clusters Score -1.803699e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234945 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100438 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75135 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154834 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14045 members 
Mstep: Class 14 contains 175320 members 
Mstep: Class 15 contains 39050 members 
Mstep: Class 16 contains 63927 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65744 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 174812 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 303Q: 23 clusters Score -1.803699e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234950 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100444 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75138 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154833 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14058 members 
Mstep: Class 14 contains 175323 members 
Mstep: Class 15 contains 39052 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65759 members 
Mstep: Class 21 contains 18144 members 
Mstep: Class 22 contains 174772 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 304Q: 23 clusters Score -1.8037e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234959 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100442 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75135 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154845 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14063 members 
Mstep: Class 14 contains 175323 members 
Mstep: Class 15 contains 39049 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65767 members 
Mstep: Class 21 contains 18145 members 
Mstep: Class 22 contains 174740 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 305Q: 23 clusters Score -1.803701e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193468 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234964 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100443 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75132 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154859 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14065 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39047 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65768 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 174716 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 306Q: 23 clusters Score -1.8037e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193481 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234962 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100441 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75130 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154869 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14066 members 
Mstep: Class 14 contains 175328 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65766 members 
Mstep: Class 21 contains 18142 members 
Mstep: Class 22 contains 174703 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 307Q: 23 clusters Score -1.8037e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193492 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234963 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100444 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75129 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154876 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14064 members 
Mstep: Class 14 contains 175330 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 16 contains 63915 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65773 members 
Mstep: Class 21 contains 18143 members 
Mstep: Class 22 contains 174674 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 308Q: 23 clusters Score -1.8037e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193503 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234962 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100447 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75124 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154880 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14067 members 
Mstep: Class 14 contains 175337 members 
Mstep: Class 15 contains 39043 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65780 members 
Mstep: Class 21 contains 18145 members 
Mstep: Class 22 contains 174645 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 309Q: 23 clusters Score -1.803699e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193508 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234972 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100442 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75119 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154873 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14069 members 
Mstep: Class 14 contains 175345 members 
Mstep: Class 15 contains 39044 members 
Mstep: Class 16 contains 63907 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65790 members 
Mstep: Class 21 contains 18147 members 
Mstep: Class 22 contains 174628 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 310Q: 23 clusters Score -1.8037e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234958 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100436 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75119 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154883 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14069 members 
Mstep: Class 14 contains 175348 members 
Mstep: Class 15 contains 39043 members 
Mstep: Class 16 contains 63908 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65804 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 174612 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 311Q: 23 clusters Score -1.803699e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234957 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100437 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75115 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154895 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39041 members 
Mstep: Class 16 contains 63908 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65817 members 
Mstep: Class 21 contains 18147 members 
Mstep: Class 22 contains 174586 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 312Q: 23 clusters Score -1.803699e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234956 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100435 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75118 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154907 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 175356 members 
Mstep: Class 15 contains 39041 members 
Mstep: Class 16 contains 63908 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65821 members 
Mstep: Class 21 contains 18143 members 
Mstep: Class 22 contains 174565 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 313Q: 23 clusters Score -1.8037e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193522 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234964 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100433 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75117 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154936 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 175357 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65828 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 174528 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 314Q: 23 clusters Score -1.8037e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234965 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100435 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75114 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154951 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14080 members 
Mstep: Class 14 contains 175356 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65827 members 
Mstep: Class 21 contains 18144 members 
Mstep: Class 22 contains 174510 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370256.000000 Penalty: 77098.109375
Iteration 315Q: 23 clusters Score -1.803703e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234974 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100437 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75113 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154969 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14082 members 
Mstep: Class 14 contains 175353 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63905 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65824 members 
Mstep: Class 21 contains 18147 members 
Mstep: Class 22 contains 174486 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 316Q: 23 clusters Score -1.803703e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234976 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100430 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75112 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154990 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14086 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63904 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65820 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 174473 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370272.000000 Penalty: 77098.109375
Iteration 317Q: 23 clusters Score -1.803703e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193521 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234975 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100427 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75111 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155019 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14089 members 
Mstep: Class 14 contains 175345 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63902 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65823 members 
Mstep: Class 21 contains 18146 members 
Mstep: Class 22 contains 174453 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370208.000000 Penalty: 77098.109375
Iteration 318Q: 23 clusters Score -1.803702e+08 nChanged 139
Entering ConstructFrom: 
Score: -180370208.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193524 members 
Entering Unmasked Estep 
Score: -25991854.000000 Penalty: 3018.942871
	Iteration 0F: 2 clusters Score -2.599185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -25867380.000000 Penalty: 6037.885742
	Iteration 0F: 3 clusters Score -2.586738e+07 nChanged 93222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -25923482.000000 Penalty: 6037.885742
	Iteration 1F: 3 clusters Score -2.592348e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -25926316.000000 Penalty: 6037.885742
	Iteration 2Q: 3 clusters Score -2.592632e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -25930272.000000 Penalty: 6037.885742
	Iteration 3Q: 3 clusters Score -2.593027e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 123230 members 
Entering Unmasked Estep 
Score: -25937604.000000 Penalty: 6037.885742
	Iteration 4F: 3 clusters Score -2.59376e+07 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -25948670.000000 Penalty: 6037.885742
	Iteration 5F: 3 clusters Score -2.594867e+07 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -25962102.000000 Penalty: 6037.885742
	Iteration 6F: 3 clusters Score -2.59621e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -25974264.000000 Penalty: 6037.885742
	Iteration 7F: 3 clusters Score -2.597426e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -25981670.000000 Penalty: 6037.885742
	Iteration 8Q: 3 clusters Score -2.598167e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -25984548.000000 Penalty: 6037.885742
	Iteration 9Q: 3 clusters Score -2.598455e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -25986190.000000 Penalty: 6037.885742
	Iteration 10Q: 3 clusters Score -2.598619e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 173668 members 
Entering Unmasked Estep 
Score: -25987002.000000 Penalty: 6037.885742
	Iteration 11Q: 3 clusters Score -2.5987e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 176255 members 
Entering Unmasked Estep 
Score: -25987862.000000 Penalty: 6037.885742
	Iteration 12Q: 3 clusters Score -2.598786e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -25988572.000000 Penalty: 6037.885742
	Iteration 13Q: 3 clusters Score -2.598857e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 180664 members 
Entering Unmasked Estep 
Score: -25989104.000000 Penalty: 6037.885742
	Iteration 14Q: 3 clusters Score -2.59891e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 182483 members 
Entering Unmasked Estep 
Score: -25989410.000000 Penalty: 6037.885742
	Iteration 15Q: 3 clusters Score -2.598941e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -25989706.000000 Penalty: 6037.885742
	Iteration 16Q: 3 clusters Score -2.598971e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -25989852.000000 Penalty: 6037.885742
	Iteration 17Q: 3 clusters Score -2.598985e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 186614 members 
Entering Unmasked Estep 
Score: -25990116.000000 Penalty: 6037.885742
	Iteration 18Q: 3 clusters Score -2.599012e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 187629 members 
Entering Unmasked Estep 
Score: -25990268.000000 Penalty: 6037.885742
	Iteration 19Q: 3 clusters Score -2.599027e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 188462 members 
Entering Unmasked Estep 
Score: -25990394.000000 Penalty: 6037.885742
	Iteration 20F: 3 clusters Score -2.599039e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 189105 members 
Entering Unmasked Estep 
Score: -25990456.000000 Penalty: 6037.885742
	Iteration 21Q: 3 clusters Score -2.599046e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 189594 members 
Entering Unmasked Estep 
Score: -25990450.000000 Penalty: 6037.885742
	Iteration 22Q: 3 clusters Score -2.599045e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -25990470.000000 Penalty: 6037.885742
	Iteration 23Q: 3 clusters Score -2.599047e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -25990520.000000 Penalty: 6037.885742
	Iteration 24Q: 3 clusters Score -2.599052e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 190505 members 
Entering Unmasked Estep 
Score: -25990542.000000 Penalty: 6037.885742
	Iteration 25Q: 3 clusters Score -2.599054e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 190692 members 
Entering Unmasked Estep 
Score: -25990546.000000 Penalty: 6037.885742
	Iteration 26Q: 3 clusters Score -2.599055e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 190841 members 
Entering Unmasked Estep 
Score: -25990518.000000 Penalty: 6037.885742
	Iteration 27Q: 3 clusters Score -2.599052e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 190993 members 
Entering Unmasked Estep 
Score: -25990474.000000 Penalty: 6037.885742
	Iteration 28Q: 3 clusters Score -2.599047e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 191114 members 
Entering Unmasked Estep 
Score: -25990464.000000 Penalty: 6037.885742
	Iteration 29Q: 3 clusters Score -2.599046e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 191218 members 
Entering Unmasked Estep 
Score: -25990426.000000 Penalty: 6037.885742
	Iteration 30Q: 3 clusters Score -2.599043e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -25990384.000000 Penalty: 6037.885742
	Iteration 31Q: 3 clusters Score -2.599038e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 191349 members 
Entering Unmasked Estep 
Score: -25990398.000000 Penalty: 6037.885742
	Iteration 32Q: 3 clusters Score -2.59904e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 191392 members 
Entering Unmasked Estep 
Score: -25990378.000000 Penalty: 6037.885742
	Iteration 33Q: 3 clusters Score -2.599038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 191435 members 
Entering Unmasked Estep 
Score: -25990344.000000 Penalty: 6037.885742
	Iteration 34Q: 3 clusters Score -2.599034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 191469 members 
Entering Unmasked Estep 
Score: -25990330.000000 Penalty: 6037.885742
	Iteration 35Q: 3 clusters Score -2.599033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 191502 members 
Entering Unmasked Estep 
Score: -25990306.000000 Penalty: 6037.885742
	Iteration 36Q: 3 clusters Score -2.599031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 191541 members 
Entering Unmasked Estep 
Score: -25990324.000000 Penalty: 6037.885742
	Iteration 37Q: 3 clusters Score -2.599032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 191581 members 
Entering Unmasked Estep 
Score: -25990332.000000 Penalty: 6037.885742
	Iteration 38Q: 3 clusters Score -2.599033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 191624 members 
Entering Unmasked Estep 
Score: -25990366.000000 Penalty: 6037.885742
	Iteration 39Q: 3 clusters Score -2.599037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 191660 members 
Entering Unmasked Estep 
Score: -25990360.000000 Penalty: 6037.885742
	Iteration 40F: 3 clusters Score -2.599036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 191694 members 
Entering Unmasked Estep 
Score: -25990308.000000 Penalty: 6037.885742
	Iteration 41Q: 3 clusters Score -2.599031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 191715 members 
Entering Unmasked Estep 
Score: -25990316.000000 Penalty: 6037.885742
	Iteration 42Q: 3 clusters Score -2.599032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 191734 members 
Entering Unmasked Estep 
Score: -25990308.000000 Penalty: 6037.885742
	Iteration 43Q: 3 clusters Score -2.599031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 191747 members 
Entering Unmasked Estep 
Score: -25990304.000000 Penalty: 6037.885742
	Iteration 44Q: 3 clusters Score -2.59903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 191760 members 
Entering Unmasked Estep 
Score: -25990294.000000 Penalty: 6037.885742
	Iteration 45Q: 3 clusters Score -2.599029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 191773 members 
Entering Unmasked Estep 
Score: -25990308.000000 Penalty: 6037.885742
	Iteration 46Q: 3 clusters Score -2.599031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 191788 members 
Entering Unmasked Estep 
Score: -25990326.000000 Penalty: 6037.885742
	Iteration 47Q: 3 clusters Score -2.599033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 191798 members 
Entering Unmasked Estep 
Score: -25990310.000000 Penalty: 6037.885742
	Iteration 48Q: 3 clusters Score -2.599031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -25990286.000000 Penalty: 6037.885742
	Iteration 49Q: 3 clusters Score -2.599029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 191827 members 
Entering Unmasked Estep 
Score: -25990274.000000 Penalty: 6037.885742
	Iteration 50Q: 3 clusters Score -2.599027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 191837 members 
Entering Unmasked Estep 
Score: -25990280.000000 Penalty: 6037.885742
	Iteration 51Q: 3 clusters Score -2.599028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 191850 members 
Entering Unmasked Estep 
Score: -25990276.000000 Penalty: 6037.885742
	Iteration 52Q: 3 clusters Score -2.599028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 191864 members 
Entering Unmasked Estep 
Score: -25990254.000000 Penalty: 6037.885742
	Iteration 53Q: 3 clusters Score -2.599025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 191875 members 
Entering Unmasked Estep 
Score: -25990264.000000 Penalty: 6037.885742
	Iteration 54Q: 3 clusters Score -2.599026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 191887 members 
Entering Unmasked Estep 
Score: -25990260.000000 Penalty: 6037.885742
	Iteration 55Q: 3 clusters Score -2.599026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 191896 members 
Entering Unmasked Estep 
Score: -25990218.000000 Penalty: 6037.885742
	Iteration 56Q: 3 clusters Score -2.599022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 191903 members 
Entering Unmasked Estep 
Score: -25990206.000000 Penalty: 6037.885742
	Iteration 57Q: 3 clusters Score -2.599021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 191911 members 
Entering Unmasked Estep 
Score: -25990206.000000 Penalty: 6037.885742
	Iteration 58Q: 3 clusters Score -2.599021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 191921 members 
Entering Unmasked Estep 
Score: -25990204.000000 Penalty: 6037.885742
	Iteration 59Q: 3 clusters Score -2.59902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -25990228.000000 Penalty: 6037.885742
	Iteration 60F: 3 clusters Score -2.599023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 191936 members 
Entering Unmasked Estep 
Score: -25990216.000000 Penalty: 6037.885742
	Iteration 61Q: 3 clusters Score -2.599022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 191947 members 
Entering Unmasked Estep 
Score: -25990238.000000 Penalty: 6037.885742
	Iteration 62Q: 3 clusters Score -2.599024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 191953 members 
Entering Unmasked Estep 
Score: -25990254.000000 Penalty: 6037.885742
	Iteration 63Q: 3 clusters Score -2.599025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 191962 members 
Entering Unmasked Estep 
Score: -25990252.000000 Penalty: 6037.885742
	Iteration 64Q: 3 clusters Score -2.599025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 191968 members 
Entering Unmasked Estep 
Score: -25990248.000000 Penalty: 6037.885742
	Iteration 65Q: 3 clusters Score -2.599025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 191971 members 
Entering Unmasked Estep 
Score: -25990248.000000 Penalty: 6037.885742
	Iteration 66Q: 3 clusters Score -2.599025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 191977 members 
Entering Unmasked Estep 
Score: -25990256.000000 Penalty: 6037.885742
	Iteration 67Q: 3 clusters Score -2.599026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 191983 members 
Entering Unmasked Estep 
Score: -25990254.000000 Penalty: 6037.885742
	Iteration 68Q: 3 clusters Score -2.599025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 191988 members 
Entering Unmasked Estep 
Score: -25990258.000000 Penalty: 6037.885742
	Iteration 69Q: 3 clusters Score -2.599026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 191996 members 
Entering Unmasked Estep 
Score: -25990242.000000 Penalty: 6037.885742
	Iteration 70Q: 3 clusters Score -2.599024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 192001 members 
Entering Unmasked Estep 
Score: -25990254.000000 Penalty: 6037.885742
	Iteration 71Q: 3 clusters Score -2.599025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 192004 members 
Entering Unmasked Estep 
Score: -25990262.000000 Penalty: 6037.885742
	Iteration 72Q: 3 clusters Score -2.599026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 192005 members 
Entering Unmasked Estep 
Score: -25990254.000000 Penalty: 6037.885742
	Iteration 73Q: 3 clusters Score -2.599025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 192010 members 
Entering Unmasked Estep 
Score: -25990246.000000 Penalty: 6037.885742
	Iteration 74Q: 3 clusters Score -2.599025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 192015 members 
Entering Unmasked Estep 
Score: -25990238.000000 Penalty: 6037.885742
	Iteration 75Q: 3 clusters Score -2.599024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 192017 members 
Entering Unmasked Estep 
Score: -25990238.000000 Penalty: 6037.885742
	Iteration 76Q: 3 clusters Score -2.599024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 192019 members 
Entering Unmasked Estep 
Score: -25990234.000000 Penalty: 6037.885742
	Iteration 77Q: 3 clusters Score -2.599023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 192023 members 
Entering Unmasked Estep 
Score: -25990236.000000 Penalty: 6037.885742
	Iteration 78Q: 3 clusters Score -2.599024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 192024 members 
Entering Unmasked Estep 
Score: -25990230.000000 Penalty: 6037.885742
	Iteration 79Q: 3 clusters Score -2.599023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 192029 members 
Entering Unmasked Estep 
Score: -25990222.000000 Penalty: 6037.885742
	Iteration 80F: 3 clusters Score -2.599022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 192034 members 
Entering Unmasked Estep 
Score: -25990246.000000 Penalty: 6037.885742
	Iteration 81Q: 3 clusters Score -2.599025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -25990216.000000 Penalty: 6037.885742
	Iteration 82Q: 3 clusters Score -2.599022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -25990216.000000 Penalty: 6037.885742
	Iteration 83F: 3 clusters Score -2.599022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Entering Unmasked Estep 
Score: -5742015.500000 Penalty: 2641.912598
	Iteration 0F: 2 clusters Score -5742016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5713324.000000 Penalty: 5283.825195
	Iteration 0F: 3 clusters Score -5713324 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5724475.000000 Penalty: 5283.825195
	Iteration 1F: 3 clusters Score -5724475 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5725301.500000 Penalty: 5283.825195
	Iteration 2Q: 3 clusters Score -5725302 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5726311.000000 Penalty: 5283.825195
	Iteration 3Q: 3 clusters Score -5726311 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5727423.500000 Penalty: 5283.825195
	Iteration 4F: 3 clusters Score -5727424 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5728767.000000 Penalty: 5283.825195
	Iteration 5F: 3 clusters Score -5728767 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -5730317.000000 Penalty: 5283.825195
	Iteration 6F: 3 clusters Score -5730317 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5732062.000000 Penalty: 5283.825195
	Iteration 7F: 3 clusters Score -5732062 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5733942.500000 Penalty: 5283.825195
	Iteration 8F: 3 clusters Score -5733942 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5735756.000000 Penalty: 5283.825195
	Iteration 9Q: 3 clusters Score -5735756 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5737069.500000 Penalty: 5283.825195
	Iteration 10Q: 3 clusters Score -5737070 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5737959.500000 Penalty: 5283.825195
	Iteration 11Q: 3 clusters Score -5737960 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5738505.000000 Penalty: 5283.825195
	Iteration 12Q: 3 clusters Score -5738505 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5738924.500000 Penalty: 5283.825195
	Iteration 13Q: 3 clusters Score -5738924 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5739186.500000 Penalty: 5283.825195
	Iteration 14Q: 3 clusters Score -5739186 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5739339.500000 Penalty: 5283.825195
	Iteration 15Q: 3 clusters Score -5739340 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5739454.500000 Penalty: 5283.825195
	Iteration 16Q: 3 clusters Score -5739454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5739503.500000 Penalty: 5283.825195
	Iteration 17Q: 3 clusters Score -5739504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5739540.500000 Penalty: 5283.825195
	Iteration 18Q: 3 clusters Score -5739540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5739565.000000 Penalty: 5283.825195
	Iteration 19Q: 3 clusters Score -5739565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5739590.500000 Penalty: 5283.825195
	Iteration 20F: 3 clusters Score -5739590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5739606.500000 Penalty: 5283.825195
	Iteration 21Q: 3 clusters Score -5739606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5739628.500000 Penalty: 5283.825195
	Iteration 22Q: 3 clusters Score -5739628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5739647.000000 Penalty: 5283.825195
	Iteration 23Q: 3 clusters Score -5739647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5739651.000000 Penalty: 5283.825195
	Iteration 24Q: 3 clusters Score -5739651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5739654.000000 Penalty: 5283.825195
	Iteration 25Q: 3 clusters Score -5739654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5739662.000000 Penalty: 5283.825195
	Iteration 26Q: 3 clusters Score -5739662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5739662.000000 Penalty: 5283.825195
	Iteration 27Q: 3 clusters Score -5739662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5739662.000000 Penalty: 5283.825195
	Iteration 28F: 3 clusters Score -5739662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -371855.781250 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -371855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -368764.343750 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -368764.3 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -369407.437500 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -369407.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369618.968750 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -369619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -369742.562500 Penalty: 3936.937744
	Iteration 3F: 3 clusters Score -369742.6 nChanged 108
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: -369825.656250 Penalty: 3936.937744
	Iteration 4Q: 3 clusters Score -369825.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -369896.281250 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -369896.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -369947.812500 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -369947.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -370001.437500 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -370001.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -370044.093750 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -370044.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -370076.312500 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -370076.3 nChanged 49
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: -370108.687500 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -370108.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -370136.281250 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -370136.3 nChanged 34
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: -370163.000000 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -370163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -370194.156250 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -370194.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -370229.562500 Penalty: 3936.937744
	Iteration 14Q: 3 clusters Score -370229.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -370258.031250 Penalty: 3936.937744
	Iteration 15Q: 3 clusters Score -370258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -370277.718750 Penalty: 3936.937744
	Iteration 16Q: 3 clusters Score -370277.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -370305.562500 Penalty: 3936.937744
	Iteration 17Q: 3 clusters Score -370305.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370331.000000 Penalty: 3936.937744
	Iteration 18Q: 3 clusters Score -370331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -370357.875000 Penalty: 3936.937744
	Iteration 19Q: 3 clusters Score -370357.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -370384.593750 Penalty: 3936.937744
	Iteration 20F: 3 clusters Score -370384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -370403.968750 Penalty: 3936.937744
	Iteration 21Q: 3 clusters Score -370404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -370421.812500 Penalty: 3936.937744
	Iteration 22Q: 3 clusters Score -370421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -370431.187500 Penalty: 3936.937744
	Iteration 23Q: 3 clusters Score -370431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -370435.968750 Penalty: 3936.937744
	Iteration 24Q: 3 clusters Score -370436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -370440.656250 Penalty: 3936.937744
	Iteration 25Q: 3 clusters Score -370440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -370442.375000 Penalty: 3936.937744
	Iteration 26Q: 3 clusters Score -370442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -370442.843750 Penalty: 3936.937744
	Iteration 27Q: 3 clusters Score -370442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -370443.468750 Penalty: 3936.937744
	Iteration 28Q: 3 clusters Score -370443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -370444.031250 Penalty: 3936.937744
	Iteration 29Q: 3 clusters Score -370444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -370444.437500 Penalty: 3936.937744
	Iteration 30Q: 3 clusters Score -370444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -370446.406250 Penalty: 3936.937744
	Iteration 31Q: 3 clusters Score -370446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -370449.187500 Penalty: 3936.937744
	Iteration 32Q: 3 clusters Score -370449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -370457.875000 Penalty: 3936.937744
	Iteration 33Q: 3 clusters Score -370457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -370461.656250 Penalty: 3936.937744
	Iteration 34Q: 3 clusters Score -370461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -370466.437500 Penalty: 3936.937744
	Iteration 35Q: 3 clusters Score -370466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -370471.343750 Penalty: 3936.937744
	Iteration 36Q: 3 clusters Score -370471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -370475.468750 Penalty: 3936.937744
	Iteration 37Q: 3 clusters Score -370475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -370478.250000 Penalty: 3936.937744
	Iteration 38Q: 3 clusters Score -370478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -370480.531250 Penalty: 3936.937744
	Iteration 39Q: 3 clusters Score -370480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -370484.656250 Penalty: 3936.937744
	Iteration 40F: 3 clusters Score -370484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -370487.406250 Penalty: 3936.937744
	Iteration 41Q: 3 clusters Score -370487.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -370490.718750 Penalty: 3936.937744
	Iteration 42Q: 3 clusters Score -370490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -370494.187500 Penalty: 3936.937744
	Iteration 43Q: 3 clusters Score -370494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -370499.281250 Penalty: 3936.937744
	Iteration 44Q: 3 clusters Score -370499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -370506.437500 Penalty: 3936.937744
	Iteration 45Q: 3 clusters Score -370506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -370513.125000 Penalty: 3936.937744
	Iteration 46Q: 3 clusters Score -370513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -370520.468750 Penalty: 3936.937744
	Iteration 47Q: 3 clusters Score -370520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -370525.218750 Penalty: 3936.937744
	Iteration 48Q: 3 clusters Score -370525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -370529.031250 Penalty: 3936.937744
	Iteration 49Q: 3 clusters Score -370529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -370533.718750 Penalty: 3936.937744
	Iteration 50Q: 3 clusters Score -370533.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370539.281250 Penalty: 3936.937744
	Iteration 51Q: 3 clusters Score -370539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370540.093750 Penalty: 3936.937744
	Iteration 52Q: 3 clusters Score -370540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -370542.031250 Penalty: 3936.937744
	Iteration 53Q: 3 clusters Score -370542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -370542.031250 Penalty: 3936.937744
	Iteration 54F: 3 clusters Score -370542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234968 members 
Entering Unmasked Estep 
Score: -31426500.000000 Penalty: 3067.066650
	Iteration 0F: 2 clusters Score -3.14265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -31279028.000000 Penalty: 6134.133301
	Iteration 0F: 3 clusters Score -3.127903e+07 nChanged 113503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -31345854.000000 Penalty: 6134.133301
	Iteration 1F: 3 clusters Score -3.134585e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -31347304.000000 Penalty: 6134.133301
	Iteration 2Q: 3 clusters Score -3.13473e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -31350434.000000 Penalty: 6134.133301
	Iteration 3Q: 3 clusters Score -3.135043e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -31354622.000000 Penalty: 6134.133301
	Iteration 4Q: 3 clusters Score -3.135462e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -31361382.000000 Penalty: 6134.133301
	Iteration 5F: 3 clusters Score -3.136138e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -31371990.000000 Penalty: 6134.133301
	Iteration 6F: 3 clusters Score -3.137199e+07 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -31387462.000000 Penalty: 6134.133301
	Iteration 7F: 3 clusters Score -3.138746e+07 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144602 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -31401656.000000 Penalty: 6134.133301
	Iteration 8F: 3 clusters Score -3.140166e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148822 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -31407428.000000 Penalty: 6134.133301
	Iteration 9F: 3 clusters Score -3.140743e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -31409598.000000 Penalty: 6134.133301
	Iteration 10Q: 3 clusters Score -3.14096e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -31410988.000000 Penalty: 6134.133301
	Iteration 11Q: 3 clusters Score -3.141099e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -31412348.000000 Penalty: 6134.133301
	Iteration 12Q: 3 clusters Score -3.141235e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -31413174.000000 Penalty: 6134.133301
	Iteration 13Q: 3 clusters Score -3.141317e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -31414062.000000 Penalty: 6134.133301
	Iteration 14Q: 3 clusters Score -3.141406e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -31414958.000000 Penalty: 6134.133301
	Iteration 15Q: 3 clusters Score -3.141496e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166505 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -31415770.000000 Penalty: 6134.133301
	Iteration 16Q: 3 clusters Score -3.141577e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -31416566.000000 Penalty: 6134.133301
	Iteration 17Q: 3 clusters Score -3.141657e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -31417238.000000 Penalty: 6134.133301
	Iteration 18Q: 3 clusters Score -3.141724e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173513 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -31418386.000000 Penalty: 6134.133301
	Iteration 19Q: 3 clusters Score -3.141839e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -31419380.000000 Penalty: 6134.133301
	Iteration 20F: 3 clusters Score -3.141938e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -31420392.000000 Penalty: 6134.133301
	Iteration 21Q: 3 clusters Score -3.142039e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181931 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -31421670.000000 Penalty: 6134.133301
	Iteration 22Q: 3 clusters Score -3.142167e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185218 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -31422748.000000 Penalty: 6134.133301
	Iteration 23Q: 3 clusters Score -3.142275e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188723 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -31423914.000000 Penalty: 6134.133301
	Iteration 24Q: 3 clusters Score -3.142391e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192333 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -31424748.000000 Penalty: 6134.133301
	Iteration 25Q: 3 clusters Score -3.142475e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -31425538.000000 Penalty: 6134.133301
	Iteration 26Q: 3 clusters Score -3.142554e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199609 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -31426004.000000 Penalty: 6134.133301
	Iteration 27Q: 3 clusters Score -3.1426e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202938 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -31426582.000000 Penalty: 6134.133301
	Iteration 28Q: 3 clusters Score -3.142658e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -31426752.000000 Penalty: 6134.133301
	Iteration 29Q: 3 clusters Score -3.142675e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208780 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -31426876.000000 Penalty: 6134.133301
	Iteration 30Q: 3 clusters Score -3.142688e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -31426932.000000 Penalty: 6134.133301
	Iteration 31Q: 3 clusters Score -3.142693e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213425 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -31426984.000000 Penalty: 6134.133301
	Iteration 32Q: 3 clusters Score -3.142698e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215386 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -31426946.000000 Penalty: 6134.133301
	Iteration 33Q: 3 clusters Score -3.142695e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217126 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -31426896.000000 Penalty: 6134.133301
	Iteration 34Q: 3 clusters Score -3.14269e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218598 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -31426750.000000 Penalty: 6134.133301
	Iteration 35Q: 3 clusters Score -3.142675e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219866 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -31426606.000000 Penalty: 6134.133301
	Iteration 36Q: 3 clusters Score -3.142661e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221011 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -31426404.000000 Penalty: 6134.133301
	Iteration 37Q: 3 clusters Score -3.14264e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221972 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -31426200.000000 Penalty: 6134.133301
	Iteration 38Q: 3 clusters Score -3.14262e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -31426116.000000 Penalty: 6134.133301
	Iteration 39Q: 3 clusters Score -3.142612e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223611 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -31426170.000000 Penalty: 6134.133301
	Iteration 40F: 3 clusters Score -3.142617e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -31426062.000000 Penalty: 6134.133301
	Iteration 41Q: 3 clusters Score -3.142606e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225348 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -31426014.000000 Penalty: 6134.133301
	Iteration 42Q: 3 clusters Score -3.142601e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226093 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -31425874.000000 Penalty: 6134.133301
	Iteration 43Q: 3 clusters Score -3.142587e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226746 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -31425852.000000 Penalty: 6134.133301
	Iteration 44Q: 3 clusters Score -3.142585e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227335 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -31425822.000000 Penalty: 6134.133301
	Iteration 45Q: 3 clusters Score -3.142582e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227878 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -31425724.000000 Penalty: 6134.133301
	Iteration 46Q: 3 clusters Score -3.142572e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228400 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -31425588.000000 Penalty: 6134.133301
	Iteration 47Q: 3 clusters Score -3.142559e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228854 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -31425564.000000 Penalty: 6134.133301
	Iteration 48Q: 3 clusters Score -3.142556e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229266 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -31425412.000000 Penalty: 6134.133301
	Iteration 49Q: 3 clusters Score -3.142541e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229641 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -31425380.000000 Penalty: 6134.133301
	Iteration 50Q: 3 clusters Score -3.142538e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229960 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -31425358.000000 Penalty: 6134.133301
	Iteration 51Q: 3 clusters Score -3.142536e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230225 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -31425332.000000 Penalty: 6134.133301
	Iteration 52Q: 3 clusters Score -3.142533e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230475 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -31425256.000000 Penalty: 6134.133301
	Iteration 53Q: 3 clusters Score -3.142526e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230725 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -31425220.000000 Penalty: 6134.133301
	Iteration 54Q: 3 clusters Score -3.142522e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230923 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -31425202.000000 Penalty: 6134.133301
	Iteration 55Q: 3 clusters Score -3.14252e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231084 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -31425178.000000 Penalty: 6134.133301
	Iteration 56Q: 3 clusters Score -3.142518e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231234 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -31425136.000000 Penalty: 6134.133301
	Iteration 57Q: 3 clusters Score -3.142514e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231369 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -31425150.000000 Penalty: 6134.133301
	Iteration 58Q: 3 clusters Score -3.142515e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231490 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -31425050.000000 Penalty: 6134.133301
	Iteration 59Q: 3 clusters Score -3.142505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231587 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -31425064.000000 Penalty: 6134.133301
	Iteration 60F: 3 clusters Score -3.142506e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231699 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -31425052.000000 Penalty: 6134.133301
	Iteration 61Q: 3 clusters Score -3.142505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231800 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -31425042.000000 Penalty: 6134.133301
	Iteration 62Q: 3 clusters Score -3.142504e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231884 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -31424962.000000 Penalty: 6134.133301
	Iteration 63Q: 3 clusters Score -3.142496e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -31424988.000000 Penalty: 6134.133301
	Iteration 64Q: 3 clusters Score -3.142499e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232044 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -31424944.000000 Penalty: 6134.133301
	Iteration 65Q: 3 clusters Score -3.142494e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232125 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -31424898.000000 Penalty: 6134.133301
	Iteration 66Q: 3 clusters Score -3.14249e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232210 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -31424916.000000 Penalty: 6134.133301
	Iteration 67Q: 3 clusters Score -3.142492e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232292 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -31424918.000000 Penalty: 6134.133301
	Iteration 68Q: 3 clusters Score -3.142492e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232370 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -31424870.000000 Penalty: 6134.133301
	Iteration 69Q: 3 clusters Score -3.142487e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232434 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -31424890.000000 Penalty: 6134.133301
	Iteration 70Q: 3 clusters Score -3.142489e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232483 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -31424852.000000 Penalty: 6134.133301
	Iteration 71Q: 3 clusters Score -3.142485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232517 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -31424848.000000 Penalty: 6134.133301
	Iteration 72Q: 3 clusters Score -3.142485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232552 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -31424824.000000 Penalty: 6134.133301
	Iteration 73Q: 3 clusters Score -3.142482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232585 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -31424820.000000 Penalty: 6134.133301
	Iteration 74Q: 3 clusters Score -3.142482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232613 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -31424778.000000 Penalty: 6134.133301
	Iteration 75Q: 3 clusters Score -3.142478e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232643 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -31424740.000000 Penalty: 6134.133301
	Iteration 76Q: 3 clusters Score -3.142474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232671 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -31424722.000000 Penalty: 6134.133301
	Iteration 77Q: 3 clusters Score -3.142472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232695 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -31424730.000000 Penalty: 6134.133301
	Iteration 78Q: 3 clusters Score -3.142473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232718 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -31424690.000000 Penalty: 6134.133301
	Iteration 79Q: 3 clusters Score -3.142469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232745 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -31424680.000000 Penalty: 6134.133301
	Iteration 80F: 3 clusters Score -3.142468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232758 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -31424690.000000 Penalty: 6134.133301
	Iteration 81Q: 3 clusters Score -3.142469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232769 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -31424700.000000 Penalty: 6134.133301
	Iteration 82Q: 3 clusters Score -3.14247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232777 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -31424700.000000 Penalty: 6134.133301
	Iteration 83Q: 3 clusters Score -3.14247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232786 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -31424682.000000 Penalty: 6134.133301
	Iteration 84Q: 3 clusters Score -3.142468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232796 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -31424684.000000 Penalty: 6134.133301
	Iteration 85Q: 3 clusters Score -3.142468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232803 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -31424684.000000 Penalty: 6134.133301
	Iteration 86Q: 3 clusters Score -3.142468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232813 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -31424672.000000 Penalty: 6134.133301
	Iteration 87Q: 3 clusters Score -3.142467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232827 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -31424656.000000 Penalty: 6134.133301
	Iteration 88Q: 3 clusters Score -3.142466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232843 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -31424654.000000 Penalty: 6134.133301
	Iteration 89Q: 3 clusters Score -3.142465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232860 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -31424658.000000 Penalty: 6134.133301
	Iteration 90Q: 3 clusters Score -3.142466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232881 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -31424656.000000 Penalty: 6134.133301
	Iteration 91Q: 3 clusters Score -3.142466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232903 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -31424666.000000 Penalty: 6134.133301
	Iteration 92Q: 3 clusters Score -3.142467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232926 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -31424644.000000 Penalty: 6134.133301
	Iteration 93Q: 3 clusters Score -3.142464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232949 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -31424662.000000 Penalty: 6134.133301
	Iteration 94Q: 3 clusters Score -3.142466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -31424652.000000 Penalty: 6134.133301
	Iteration 95Q: 3 clusters Score -3.142465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232982 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -31424636.000000 Penalty: 6134.133301
	Iteration 96Q: 3 clusters Score -3.142464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232990 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -31424630.000000 Penalty: 6134.133301
	Iteration 97Q: 3 clusters Score -3.142463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232999 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -31424646.000000 Penalty: 6134.133301
	Iteration 98Q: 3 clusters Score -3.142465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233012 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -31424638.000000 Penalty: 6134.133301
	Iteration 99Q: 3 clusters Score -3.142464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233023 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -31424648.000000 Penalty: 6134.133301
	Iteration 100F: 3 clusters Score -3.142465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233040 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -31424658.000000 Penalty: 6134.133301
	Iteration 101Q: 3 clusters Score -3.142466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233059 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -31424668.000000 Penalty: 6134.133301
	Iteration 102Q: 3 clusters Score -3.142467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233076 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -31424684.000000 Penalty: 6134.133301
	Iteration 103Q: 3 clusters Score -3.142468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233092 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -31424722.000000 Penalty: 6134.133301
	Iteration 104Q: 3 clusters Score -3.142472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233110 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -31424670.000000 Penalty: 6134.133301
	Iteration 105Q: 3 clusters Score -3.142467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233131 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -31424652.000000 Penalty: 6134.133301
	Iteration 106Q: 3 clusters Score -3.142465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233158 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -31424636.000000 Penalty: 6134.133301
	Iteration 107Q: 3 clusters Score -3.142464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -31424618.000000 Penalty: 6134.133301
	Iteration 108Q: 3 clusters Score -3.142462e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233209 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -31424602.000000 Penalty: 6134.133301
	Iteration 109Q: 3 clusters Score -3.14246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233233 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -31424620.000000 Penalty: 6134.133301
	Iteration 110Q: 3 clusters Score -3.142462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233254 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -31424602.000000 Penalty: 6134.133301
	Iteration 111Q: 3 clusters Score -3.14246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233271 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 112Q: 3 clusters Score -3.14246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233294 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -31424584.000000 Penalty: 6134.133301
	Iteration 113Q: 3 clusters Score -3.142458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233316 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -31424602.000000 Penalty: 6134.133301
	Iteration 114Q: 3 clusters Score -3.14246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233328 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -31424608.000000 Penalty: 6134.133301
	Iteration 115Q: 3 clusters Score -3.142461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233345 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -31424588.000000 Penalty: 6134.133301
	Iteration 116Q: 3 clusters Score -3.142459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233357 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -31424596.000000 Penalty: 6134.133301
	Iteration 117Q: 3 clusters Score -3.14246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233371 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -31424592.000000 Penalty: 6134.133301
	Iteration 118Q: 3 clusters Score -3.142459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233392 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -31424612.000000 Penalty: 6134.133301
	Iteration 119Q: 3 clusters Score -3.142461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233408 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -31424610.000000 Penalty: 6134.133301
	Iteration 120F: 3 clusters Score -3.142461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233423 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 121Q: 3 clusters Score -3.14246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233434 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -31424610.000000 Penalty: 6134.133301
	Iteration 122Q: 3 clusters Score -3.142461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233444 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -31424624.000000 Penalty: 6134.133301
	Iteration 123Q: 3 clusters Score -3.142462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233452 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 124Q: 3 clusters Score -3.14246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233470 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -31424590.000000 Penalty: 6134.133301
	Iteration 125Q: 3 clusters Score -3.142459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233487 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 126Q: 3 clusters Score -3.14246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233501 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -31424610.000000 Penalty: 6134.133301
	Iteration 127Q: 3 clusters Score -3.142461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233511 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -31424600.000000 Penalty: 6134.133301
	Iteration 128Q: 3 clusters Score -3.14246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233516 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 129Q: 3 clusters Score -3.14246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233524 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -31424594.000000 Penalty: 6134.133301
	Iteration 130Q: 3 clusters Score -3.142459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233536 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -31424580.000000 Penalty: 6134.133301
	Iteration 131Q: 3 clusters Score -3.142458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233541 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -31424572.000000 Penalty: 6134.133301
	Iteration 132Q: 3 clusters Score -3.142457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233551 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -31424572.000000 Penalty: 6134.133301
	Iteration 133Q: 3 clusters Score -3.142457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233554 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -31424568.000000 Penalty: 6134.133301
	Iteration 134Q: 3 clusters Score -3.142457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233559 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -31424566.000000 Penalty: 6134.133301
	Iteration 135Q: 3 clusters Score -3.142457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233560 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -31424556.000000 Penalty: 6134.133301
	Iteration 136Q: 3 clusters Score -3.142456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233563 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -31424564.000000 Penalty: 6134.133301
	Iteration 137Q: 3 clusters Score -3.142456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233565 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -31424582.000000 Penalty: 6134.133301
	Iteration 138Q: 3 clusters Score -3.142458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233572 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -31424578.000000 Penalty: 6134.133301
	Iteration 139Q: 3 clusters Score -3.142458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233578 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -31424584.000000 Penalty: 6134.133301
	Iteration 140F: 3 clusters Score -3.142458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233580 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 141Q: 3 clusters Score -3.14246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233582 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -31424608.000000 Penalty: 6134.133301
	Iteration 142Q: 3 clusters Score -3.142461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233585 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -31424592.000000 Penalty: 6134.133301
	Iteration 143Q: 3 clusters Score -3.142459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233583 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -31424604.000000 Penalty: 6134.133301
	Iteration 144Q: 3 clusters Score -3.14246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233584 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -31424616.000000 Penalty: 6134.133301
	Iteration 145Q: 3 clusters Score -3.142462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233584 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -31424654.000000 Penalty: 6134.133301
	Iteration 146Q: 3 clusters Score -3.142465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233587 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -31424632.000000 Penalty: 6134.133301
	Iteration 147Q: 3 clusters Score -3.142463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233589 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -31424632.000000 Penalty: 6134.133301
	Iteration 148Q: 3 clusters Score -3.142463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233592 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -31424628.000000 Penalty: 6134.133301
	Iteration 149Q: 3 clusters Score -3.142463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233596 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -31424624.000000 Penalty: 6134.133301
	Iteration 150Q: 3 clusters Score -3.142462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233596 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -31424624.000000 Penalty: 6134.133301
	Iteration 151F: 3 clusters Score -3.142462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112547.101562 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112547.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112976.382812 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -112976.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113077.328125 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113077.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113151.906250 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -113151.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113179.156250 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113194.640625 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -113194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113206.140625 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -113206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113216.007812 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -113216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113226.976562 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -113227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113237.445312 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -113237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113246.796875 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -113246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113255.914062 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -113255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113261.445312 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -113261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113267.921875 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -113267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113289.890625 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -113289.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113316.703125 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -113316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113342.960938 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -113343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113392.132812 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -113392.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113516.453125 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -113516.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113571.632812 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -113571.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113617.687500 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -113617.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113675.960938 Penalty: 3389.183594
	Iteration 21Q: 3 clusters Score -113676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113796.570312 Penalty: 3389.183594
	Iteration 22Q: 3 clusters Score -113796.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113949.242188 Penalty: 3389.183594
	Iteration 23Q: 3 clusters Score -113949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114190.554688 Penalty: 3389.183594
	Iteration 24Q: 3 clusters Score -114190.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114573.882812 Penalty: 3389.183594
	Iteration 25F: 3 clusters Score -114573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114707.937500 Penalty: 3389.183594
	Iteration 26Q: 3 clusters Score -114707.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -114763.031250 Penalty: 3389.183594
	Iteration 27Q: 3 clusters Score -114763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -114816.296875 Penalty: 3389.183594
	Iteration 28Q: 3 clusters Score -114816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -114870.117188 Penalty: 3389.183594
	Iteration 29Q: 3 clusters Score -114870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -114972.117188 Penalty: 3389.183594
	Iteration 30Q: 3 clusters Score -114972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -114990.875000 Penalty: 3389.183594
	Iteration 31Q: 3 clusters Score -114990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -114999.320312 Penalty: 3389.183594
	Iteration 32Q: 3 clusters Score -114999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -115000.773438 Penalty: 3389.183594
	Iteration 33F: 3 clusters Score -115000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -115042.570312 Penalty: 3389.183594
	Iteration 34Q: 3 clusters Score -115042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -115051.625000 Penalty: 3389.183594
	Iteration 35Q: 3 clusters Score -115051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -115051.625000 Penalty: 3389.183594
	Iteration 36F: 3 clusters Score -115051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234968 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 100428 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75107 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155045 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 14 contains 175347 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 65825 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 174429 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180369104.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180370208.000000 to -180369104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Entering Unmasked Estep 
Score: -13597699.000000 Penalty: 2856.264648
	Iteration 0F: 2 clusters Score -1.35977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -13530641.000000 Penalty: 5712.529297
	Iteration 0F: 3 clusters Score -1.353064e+07 nChanged 47327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -13557639.000000 Penalty: 5712.529297
	Iteration 1F: 3 clusters Score -1.355764e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -13558501.000000 Penalty: 5712.529297
	Iteration 2Q: 3 clusters Score -1.35585e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -13559529.000000 Penalty: 5712.529297
	Iteration 3Q: 3 clusters Score -1.355953e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -13561147.000000 Penalty: 5712.529297
	Iteration 4Q: 3 clusters Score -1.356115e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -13563781.000000 Penalty: 5712.529297
	Iteration 5F: 3 clusters Score -1.356378e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -13568122.000000 Penalty: 5712.529297
	Iteration 6F: 3 clusters Score -1.356812e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -13574416.000000 Penalty: 5712.529297
	Iteration 7F: 3 clusters Score -1.357442e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -13581482.000000 Penalty: 5712.529297
	Iteration 8F: 3 clusters Score -1.358148e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -13587739.000000 Penalty: 5712.529297
	Iteration 9F: 3 clusters Score -1.358774e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -13591576.000000 Penalty: 5712.529297
	Iteration 10Q: 3 clusters Score -1.359158e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -13593440.000000 Penalty: 5712.529297
	Iteration 11Q: 3 clusters Score -1.359344e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -13594271.000000 Penalty: 5712.529297
	Iteration 12Q: 3 clusters Score -1.359427e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -13594721.000000 Penalty: 5712.529297
	Iteration 13Q: 3 clusters Score -1.359472e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -13594945.000000 Penalty: 5712.529297
	Iteration 14Q: 3 clusters Score -1.359494e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -13595088.000000 Penalty: 5712.529297
	Iteration 15Q: 3 clusters Score -1.359509e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -13595223.000000 Penalty: 5712.529297
	Iteration 16Q: 3 clusters Score -1.359522e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -13595326.000000 Penalty: 5712.529297
	Iteration 17Q: 3 clusters Score -1.359533e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -13595360.000000 Penalty: 5712.529297
	Iteration 18Q: 3 clusters Score -1.359536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -13595383.000000 Penalty: 5712.529297
	Iteration 19Q: 3 clusters Score -1.359538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -13595400.000000 Penalty: 5712.529297
	Iteration 20F: 3 clusters Score -1.35954e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -13595406.000000 Penalty: 5712.529297
	Iteration 21Q: 3 clusters Score -1.359541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -13595421.000000 Penalty: 5712.529297
	Iteration 22Q: 3 clusters Score -1.359542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -13595439.000000 Penalty: 5712.529297
	Iteration 23Q: 3 clusters Score -1.359544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -13595460.000000 Penalty: 5712.529297
	Iteration 24Q: 3 clusters Score -1.359546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -13595470.000000 Penalty: 5712.529297
	Iteration 25Q: 3 clusters Score -1.359547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -13595486.000000 Penalty: 5712.529297
	Iteration 26Q: 3 clusters Score -1.359549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -13595485.000000 Penalty: 5712.529297
	Iteration 27Q: 3 clusters Score -1.359548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -13595495.000000 Penalty: 5712.529297
	Iteration 28Q: 3 clusters Score -1.35955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -13595496.000000 Penalty: 5712.529297
	Iteration 29Q: 3 clusters Score -1.35955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -13595510.000000 Penalty: 5712.529297
	Iteration 30Q: 3 clusters Score -1.359551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -13595514.000000 Penalty: 5712.529297
	Iteration 31Q: 3 clusters Score -1.359551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -13595523.000000 Penalty: 5712.529297
	Iteration 32Q: 3 clusters Score -1.359552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -13595530.000000 Penalty: 5712.529297
	Iteration 33Q: 3 clusters Score -1.359553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -13595514.000000 Penalty: 5712.529297
	Iteration 34Q: 3 clusters Score -1.359551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -13595518.000000 Penalty: 5712.529297
	Iteration 35Q: 3 clusters Score -1.359552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -13595516.000000 Penalty: 5712.529297
	Iteration 36Q: 3 clusters Score -1.359552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -13595528.000000 Penalty: 5712.529297
	Iteration 37Q: 3 clusters Score -1.359553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -13595528.000000 Penalty: 5712.529297
	Iteration 38Q: 3 clusters Score -1.359553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -13595527.000000 Penalty: 5712.529297
	Iteration 39Q: 3 clusters Score -1.359553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -13595527.000000 Penalty: 5712.529297
	Iteration 40F: 3 clusters Score -1.359553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 337 members 
Entering Unmasked Estep 
Score: -79805.679688 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79805.68 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80286.828125 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80286.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80447.914062 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80447.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80560.898438 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80601.351562 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80601.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -80619.562500 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80619.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80628.984375 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80628.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80635.140625 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80635.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80643.601562 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80648.562500 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80648.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80652.523438 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -80652.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80669.000000 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -80669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80687.640625 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -80687.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80692.585938 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -80692.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80715.445312 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -80715.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80733.734375 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -80733.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80747.710938 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -80747.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80756.898438 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -80756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80760.914062 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -80760.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80770.398438 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -80770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80786.148438 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -80786.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80799.093750 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -80799.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80827.843750 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -80827.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80852.101562 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -80852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -80869.203125 Penalty: 3231.297607
	Iteration 24Q: 3 clusters Score -80869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80878.625000 Penalty: 3231.297607
	Iteration 25Q: 3 clusters Score -80878.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80886.273438 Penalty: 3231.297607
	Iteration 26Q: 3 clusters Score -80886.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80889.804688 Penalty: 3231.297607
	Iteration 27Q: 3 clusters Score -80889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80891.148438 Penalty: 3231.297607
	Iteration 28Q: 3 clusters Score -80891.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80891.148438 Penalty: 3231.297607
	Iteration 29F: 3 clusters Score -80891.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Entering Unmasked Estep 
Score: -10208937.000000 Penalty: 2784.213867
	Iteration 0F: 2 clusters Score -1.020894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -10158645.000000 Penalty: 5568.427734
	Iteration 0F: 3 clusters Score -1.015864e+07 nChanged 35126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -10178392.000000 Penalty: 5568.427734
	Iteration 1F: 3 clusters Score -1.017839e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -10179242.000000 Penalty: 5568.427734
	Iteration 2Q: 3 clusters Score -1.017924e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -10180456.000000 Penalty: 5568.427734
	Iteration 3Q: 3 clusters Score -1.018046e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -10182153.000000 Penalty: 5568.427734
	Iteration 4Q: 3 clusters Score -1.018215e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -10184917.000000 Penalty: 5568.427734
	Iteration 5F: 3 clusters Score -1.018492e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -10189330.000000 Penalty: 5568.427734
	Iteration 6F: 3 clusters Score -1.018933e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10195059.000000 Penalty: 5568.427734
	Iteration 7F: 3 clusters Score -1.019506e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10200617.000000 Penalty: 5568.427734
	Iteration 8F: 3 clusters Score -1.020062e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10204063.000000 Penalty: 5568.427734
	Iteration 9Q: 3 clusters Score -1.020406e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10205567.000000 Penalty: 5568.427734
	Iteration 10Q: 3 clusters Score -1.020557e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10206098.000000 Penalty: 5568.427734
	Iteration 11Q: 3 clusters Score -1.02061e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10206285.000000 Penalty: 5568.427734
	Iteration 12Q: 3 clusters Score -1.020628e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10206349.000000 Penalty: 5568.427734
	Iteration 13Q: 3 clusters Score -1.020635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10206403.000000 Penalty: 5568.427734
	Iteration 14Q: 3 clusters Score -1.02064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10206439.000000 Penalty: 5568.427734
	Iteration 15Q: 3 clusters Score -1.020644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10206454.000000 Penalty: 5568.427734
	Iteration 16Q: 3 clusters Score -1.020645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10206457.000000 Penalty: 5568.427734
	Iteration 17Q: 3 clusters Score -1.020646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10206470.000000 Penalty: 5568.427734
	Iteration 18Q: 3 clusters Score -1.020647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10206478.000000 Penalty: 5568.427734
	Iteration 19Q: 3 clusters Score -1.020648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10206498.000000 Penalty: 5568.427734
	Iteration 20F: 3 clusters Score -1.02065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10206502.000000 Penalty: 5568.427734
	Iteration 21Q: 3 clusters Score -1.02065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10206522.000000 Penalty: 5568.427734
	Iteration 22Q: 3 clusters Score -1.020652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10206528.000000 Penalty: 5568.427734
	Iteration 23Q: 3 clusters Score -1.020653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10206533.000000 Penalty: 5568.427734
	Iteration 24Q: 3 clusters Score -1.020653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10206544.000000 Penalty: 5568.427734
	Iteration 25Q: 3 clusters Score -1.020654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10206544.000000 Penalty: 5568.427734
	Iteration 26F: 3 clusters Score -1.020654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117246.578125 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117246.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117696.437500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117696.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117940.546875 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117940.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118211.164062 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -118211.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118371.953125 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -118372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118469.007812 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -118469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118546.867188 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118613.406250 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118632.859375 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -118647.210938 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -118664.476562 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118683.429688 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118687.390625 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118687.390625 Penalty: 3420.258789
	Iteration 13F: 3 clusters Score -118687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Entering Unmasked Estep 
Score: -20874660.000000 Penalty: 2963.964600
	Iteration 0F: 2 clusters Score -2.087466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -20774018.000000 Penalty: 5927.929199
	Iteration 0F: 3 clusters Score -2.077402e+07 nChanged 74165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -20816578.000000 Penalty: 5927.929199
	Iteration 1F: 3 clusters Score -2.081658e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -20817692.000000 Penalty: 5927.929199
	Iteration 2Q: 3 clusters Score -2.081769e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -20819302.000000 Penalty: 5927.929199
	Iteration 3Q: 3 clusters Score -2.08193e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -20821524.000000 Penalty: 5927.929199
	Iteration 4Q: 3 clusters Score -2.082152e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -20825034.000000 Penalty: 5927.929199
	Iteration 5Q: 3 clusters Score -2.082503e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -20829858.000000 Penalty: 5927.929199
	Iteration 6F: 3 clusters Score -2.082986e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -20836010.000000 Penalty: 5927.929199
	Iteration 7F: 3 clusters Score -2.083601e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -20843108.000000 Penalty: 5927.929199
	Iteration 8F: 3 clusters Score -2.084311e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -20850352.000000 Penalty: 5927.929199
	Iteration 9F: 3 clusters Score -2.085035e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 132724 members 
Entering Unmasked Estep 
Score: -20856528.000000 Penalty: 5927.929199
	Iteration 10F: 3 clusters Score -2.085653e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -20861704.000000 Penalty: 5927.929199
	Iteration 11Q: 3 clusters Score -2.08617e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -20865674.000000 Penalty: 5927.929199
	Iteration 12Q: 3 clusters Score -2.086567e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -20868472.000000 Penalty: 5927.929199
	Iteration 13Q: 3 clusters Score -2.086847e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -20870116.000000 Penalty: 5927.929199
	Iteration 14Q: 3 clusters Score -2.087012e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 152562 members 
Entering Unmasked Estep 
Score: -20870938.000000 Penalty: 5927.929199
	Iteration 15Q: 3 clusters Score -2.087094e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 153477 members 
Entering Unmasked Estep 
Score: -20871344.000000 Penalty: 5927.929199
	Iteration 16Q: 3 clusters Score -2.087134e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -20871648.000000 Penalty: 5927.929199
	Iteration 17Q: 3 clusters Score -2.087165e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -20871828.000000 Penalty: 5927.929199
	Iteration 18Q: 3 clusters Score -2.087183e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -20871922.000000 Penalty: 5927.929199
	Iteration 19Q: 3 clusters Score -2.087192e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -20871984.000000 Penalty: 5927.929199
	Iteration 20F: 3 clusters Score -2.087198e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -20872042.000000 Penalty: 5927.929199
	Iteration 21Q: 3 clusters Score -2.087204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -20872058.000000 Penalty: 5927.929199
	Iteration 22Q: 3 clusters Score -2.087206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -20872078.000000 Penalty: 5927.929199
	Iteration 23Q: 3 clusters Score -2.087208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 154560 members 
Entering Unmasked Estep 
Score: -20872106.000000 Penalty: 5927.929199
	Iteration 24Q: 3 clusters Score -2.087211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 154576 members 
Entering Unmasked Estep 
Score: -20872126.000000 Penalty: 5927.929199
	Iteration 25Q: 3 clusters Score -2.087213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -20872132.000000 Penalty: 5927.929199
	Iteration 26Q: 3 clusters Score -2.087213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -20872136.000000 Penalty: 5927.929199
	Iteration 27Q: 3 clusters Score -2.087214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154600 members 
Entering Unmasked Estep 
Score: -20872136.000000 Penalty: 5927.929199
	Iteration 28Q: 3 clusters Score -2.087214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154600 members 
Entering Unmasked Estep 
Score: -20872142.000000 Penalty: 5927.929199
	Iteration 29Q: 3 clusters Score -2.087214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -20872148.000000 Penalty: 5927.929199
	Iteration 30Q: 3 clusters Score -2.087215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -20872136.000000 Penalty: 5927.929199
	Iteration 31Q: 3 clusters Score -2.087214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -20872142.000000 Penalty: 5927.929199
	Iteration 32Q: 3 clusters Score -2.087214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -20872142.000000 Penalty: 5927.929199
	Iteration 33Q: 3 clusters Score -2.087214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -20872146.000000 Penalty: 5927.929199
	Iteration 34Q: 3 clusters Score -2.087215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20872140.000000 Penalty: 5927.929199
	Iteration 35Q: 3 clusters Score -2.087214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -20872152.000000 Penalty: 5927.929199
	Iteration 36Q: 3 clusters Score -2.087215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -20872160.000000 Penalty: 5927.929199
	Iteration 37Q: 3 clusters Score -2.087216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -20872158.000000 Penalty: 5927.929199
	Iteration 38Q: 3 clusters Score -2.087216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -20872162.000000 Penalty: 5927.929199
	Iteration 39Q: 3 clusters Score -2.087216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -20872174.000000 Penalty: 5927.929199
	Iteration 40F: 3 clusters Score -2.087217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -617247.687500 Penalty: 2109.018799
	Iteration 0F: 2 clusters Score -617247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -612838.000000 Penalty: 4218.037598
	Iteration 0F: 3 clusters Score -612838 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -613982.937500 Penalty: 4218.037598
	Iteration 1F: 3 clusters Score -613982.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -614204.437500 Penalty: 4218.037598
	Iteration 2F: 3 clusters Score -614204.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -614345.250000 Penalty: 4218.037598
	Iteration 3F: 3 clusters Score -614345.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -614423.875000 Penalty: 4218.037598
	Iteration 4Q: 3 clusters Score -614423.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -614480.687500 Penalty: 4218.037598
	Iteration 5Q: 3 clusters Score -614480.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -614529.000000 Penalty: 4218.037598
	Iteration 6Q: 3 clusters Score -614529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -614566.125000 Penalty: 4218.037598
	Iteration 7Q: 3 clusters Score -614566.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -614600.125000 Penalty: 4218.037598
	Iteration 8Q: 3 clusters Score -614600.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -614630.687500 Penalty: 4218.037598
	Iteration 9Q: 3 clusters Score -614630.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -614658.750000 Penalty: 4218.037598
	Iteration 10Q: 3 clusters Score -614658.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -614697.375000 Penalty: 4218.037598
	Iteration 11Q: 3 clusters Score -614697.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -614739.500000 Penalty: 4218.037598
	Iteration 12Q: 3 clusters Score -614739.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -614786.000000 Penalty: 4218.037598
	Iteration 13Q: 3 clusters Score -614786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -614839.687500 Penalty: 4218.037598
	Iteration 14Q: 3 clusters Score -614839.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -614883.250000 Penalty: 4218.037598
	Iteration 15Q: 3 clusters Score -614883.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -614923.000000 Penalty: 4218.037598
	Iteration 16Q: 3 clusters Score -614923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -614972.187500 Penalty: 4218.037598
	Iteration 17Q: 3 clusters Score -614972.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -615029.187500 Penalty: 4218.037598
	Iteration 18Q: 3 clusters Score -615029.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -615081.250000 Penalty: 4218.037598
	Iteration 19Q: 3 clusters Score -615081.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -615138.062500 Penalty: 4218.037598
	Iteration 20F: 3 clusters Score -615138.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -615189.875000 Penalty: 4218.037598
	Iteration 21Q: 3 clusters Score -615189.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -615244.812500 Penalty: 4218.037598
	Iteration 22Q: 3 clusters Score -615244.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -615288.937500 Penalty: 4218.037598
	Iteration 23Q: 3 clusters Score -615288.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -615331.750000 Penalty: 4218.037598
	Iteration 24Q: 3 clusters Score -615331.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -615374.187500 Penalty: 4218.037598
	Iteration 25Q: 3 clusters Score -615374.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -615401.437500 Penalty: 4218.037598
	Iteration 26Q: 3 clusters Score -615401.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -615428.687500 Penalty: 4218.037598
	Iteration 27Q: 3 clusters Score -615428.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -615460.687500 Penalty: 4218.037598
	Iteration 28Q: 3 clusters Score -615460.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -615495.250000 Penalty: 4218.037598
	Iteration 29Q: 3 clusters Score -615495.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -615513.062500 Penalty: 4218.037598
	Iteration 30Q: 3 clusters Score -615513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -615524.812500 Penalty: 4218.037598
	Iteration 31Q: 3 clusters Score -615524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -615537.875000 Penalty: 4218.037598
	Iteration 32Q: 3 clusters Score -615537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -615550.875000 Penalty: 4218.037598
	Iteration 33Q: 3 clusters Score -615550.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -615563.437500 Penalty: 4218.037598
	Iteration 34Q: 3 clusters Score -615563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -615571.000000 Penalty: 4218.037598
	Iteration 35Q: 3 clusters Score -615571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -615575.812500 Penalty: 4218.037598
	Iteration 36Q: 3 clusters Score -615575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -615578.625000 Penalty: 4218.037598
	Iteration 37Q: 3 clusters Score -615578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -615583.500000 Penalty: 4218.037598
	Iteration 38Q: 3 clusters Score -615583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -615587.812500 Penalty: 4218.037598
	Iteration 39Q: 3 clusters Score -615587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -615595.437500 Penalty: 4218.037598
	Iteration 40F: 3 clusters Score -615595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -615627.125000 Penalty: 4218.037598
	Iteration 41Q: 3 clusters Score -615627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -615647.375000 Penalty: 4218.037598
	Iteration 42Q: 3 clusters Score -615647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -615659.625000 Penalty: 4218.037598
	Iteration 43Q: 3 clusters Score -615659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -615671.500000 Penalty: 4218.037598
	Iteration 44Q: 3 clusters Score -615671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -615680.312500 Penalty: 4218.037598
	Iteration 45Q: 3 clusters Score -615680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -615688.000000 Penalty: 4218.037598
	Iteration 46Q: 3 clusters Score -615688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -615695.000000 Penalty: 4218.037598
	Iteration 47Q: 3 clusters Score -615695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -615698.437500 Penalty: 4218.037598
	Iteration 48Q: 3 clusters Score -615698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -615701.187500 Penalty: 4218.037598
	Iteration 49Q: 3 clusters Score -615701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -615703.312500 Penalty: 4218.037598
	Iteration 50Q: 3 clusters Score -615703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -615704.250000 Penalty: 4218.037598
	Iteration 51Q: 3 clusters Score -615704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -615704.250000 Penalty: 4218.037598
	Iteration 52F: 3 clusters Score -615704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 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 187 members 
Entering Unmasked Estep 
Score: -42505.343750 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42505.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42725.375000 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42725.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42787.476562 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42787.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42803.539062 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42803.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42814.722656 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42814.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42819.062500 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42819.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42821.523438 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42821.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42821.523438 Penalty: 2954.095215
	Iteration 7F: 3 clusters Score -42821.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Entering Unmasked Estep 
Score: -1786704.750000 Penalty: 2369.198730
	Iteration 0F: 2 clusters Score -1786705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1776372.125000 Penalty: 4738.397461
	Iteration 0F: 3 clusters Score -1776372 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1779781.750000 Penalty: 4738.397461
	Iteration 1F: 3 clusters Score -1779782 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1780167.125000 Penalty: 4738.397461
	Iteration 2F: 3 clusters Score -1780167 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1780501.500000 Penalty: 4738.397461
	Iteration 3Q: 3 clusters Score -1780502 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1780823.375000 Penalty: 4738.397461
	Iteration 4Q: 3 clusters Score -1780823 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1781163.500000 Penalty: 4738.397461
	Iteration 5Q: 3 clusters Score -1781164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1781465.500000 Penalty: 4738.397461
	Iteration 6Q: 3 clusters Score -1781466 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1781758.500000 Penalty: 4738.397461
	Iteration 7Q: 3 clusters Score -1781758 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1782088.125000 Penalty: 4738.397461
	Iteration 8Q: 3 clusters Score -1782088 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1782419.125000 Penalty: 4738.397461
	Iteration 9Q: 3 clusters Score -1782419 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1782756.125000 Penalty: 4738.397461
	Iteration 10Q: 3 clusters Score -1782756 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1783071.875000 Penalty: 4738.397461
	Iteration 11Q: 3 clusters Score -1783072 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1783388.625000 Penalty: 4738.397461
	Iteration 12Q: 3 clusters Score -1783389 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1783725.875000 Penalty: 4738.397461
	Iteration 13Q: 3 clusters Score -1783726 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1784044.625000 Penalty: 4738.397461
	Iteration 14Q: 3 clusters Score -1784045 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1784320.125000 Penalty: 4738.397461
	Iteration 15Q: 3 clusters Score -1784320 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1784542.250000 Penalty: 4738.397461
	Iteration 16Q: 3 clusters Score -1784542 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1784681.500000 Penalty: 4738.397461
	Iteration 17Q: 3 clusters Score -1784682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1784795.875000 Penalty: 4738.397461
	Iteration 18Q: 3 clusters Score -1784796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1784873.375000 Penalty: 4738.397461
	Iteration 19Q: 3 clusters Score -1784873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1784925.000000 Penalty: 4738.397461
	Iteration 20F: 3 clusters Score -1784925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1784959.750000 Penalty: 4738.397461
	Iteration 21Q: 3 clusters Score -1784960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1784983.750000 Penalty: 4738.397461
	Iteration 22Q: 3 clusters Score -1784984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1785006.000000 Penalty: 4738.397461
	Iteration 23Q: 3 clusters Score -1785006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1785024.000000 Penalty: 4738.397461
	Iteration 24Q: 3 clusters Score -1785024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1785034.250000 Penalty: 4738.397461
	Iteration 25Q: 3 clusters Score -1785034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1785053.375000 Penalty: 4738.397461
	Iteration 26Q: 3 clusters Score -1785053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1785064.250000 Penalty: 4738.397461
	Iteration 27Q: 3 clusters Score -1785064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1785076.375000 Penalty: 4738.397461
	Iteration 28Q: 3 clusters Score -1785076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1785096.500000 Penalty: 4738.397461
	Iteration 29Q: 3 clusters Score -1785096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1785112.500000 Penalty: 4738.397461
	Iteration 30Q: 3 clusters Score -1785112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1785123.000000 Penalty: 4738.397461
	Iteration 31Q: 3 clusters Score -1785123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1785126.875000 Penalty: 4738.397461
	Iteration 32Q: 3 clusters Score -1785127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1785135.625000 Penalty: 4738.397461
	Iteration 33Q: 3 clusters Score -1785136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1785141.875000 Penalty: 4738.397461
	Iteration 34Q: 3 clusters Score -1785142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1785150.750000 Penalty: 4738.397461
	Iteration 35Q: 3 clusters Score -1785151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1785161.125000 Penalty: 4738.397461
	Iteration 36Q: 3 clusters Score -1785161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1785169.625000 Penalty: 4738.397461
	Iteration 37Q: 3 clusters Score -1785170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1785183.125000 Penalty: 4738.397461
	Iteration 38Q: 3 clusters Score -1785183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1785190.000000 Penalty: 4738.397461
	Iteration 39Q: 3 clusters Score -1785190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1785222.000000 Penalty: 4738.397461
	Iteration 40F: 3 clusters Score -1785222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1785257.625000 Penalty: 4738.397461
	Iteration 41Q: 3 clusters Score -1785258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1785277.500000 Penalty: 4738.397461
	Iteration 42Q: 3 clusters Score -1785278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1785319.125000 Penalty: 4738.397461
	Iteration 43Q: 3 clusters Score -1785319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1785349.750000 Penalty: 4738.397461
	Iteration 44Q: 3 clusters Score -1785350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1785371.375000 Penalty: 4738.397461
	Iteration 45Q: 3 clusters Score -1785371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1785400.375000 Penalty: 4738.397461
	Iteration 46Q: 3 clusters Score -1785400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1785426.500000 Penalty: 4738.397461
	Iteration 47Q: 3 clusters Score -1785426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1785458.250000 Penalty: 4738.397461
	Iteration 48Q: 3 clusters Score -1785458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1785481.875000 Penalty: 4738.397461
	Iteration 49Q: 3 clusters Score -1785482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1785501.375000 Penalty: 4738.397461
	Iteration 50Q: 3 clusters Score -1785501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1785514.375000 Penalty: 4738.397461
	Iteration 51Q: 3 clusters Score -1785514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1785527.500000 Penalty: 4738.397461
	Iteration 52Q: 3 clusters Score -1785528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1785544.500000 Penalty: 4738.397461
	Iteration 53Q: 3 clusters Score -1785544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1785555.750000 Penalty: 4738.397461
	Iteration 54Q: 3 clusters Score -1785556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1785565.750000 Penalty: 4738.397461
	Iteration 55Q: 3 clusters Score -1785566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1785574.750000 Penalty: 4738.397461
	Iteration 56Q: 3 clusters Score -1785575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1785586.875000 Penalty: 4738.397461
	Iteration 57Q: 3 clusters Score -1785587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1785600.000000 Penalty: 4738.397461
	Iteration 58Q: 3 clusters Score -1785600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1785608.000000 Penalty: 4738.397461
	Iteration 59Q: 3 clusters Score -1785608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1785706.000000 Penalty: 4738.397461
	Iteration 60F: 3 clusters Score -1785706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1785930.375000 Penalty: 4738.397461
	Iteration 61Q: 3 clusters Score -1785930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1786134.875000 Penalty: 4738.397461
	Iteration 62Q: 3 clusters Score -1786135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1786330.875000 Penalty: 4738.397461
	Iteration 63Q: 3 clusters Score -1786331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1786474.500000 Penalty: 4738.397461
	Iteration 64Q: 3 clusters Score -1786474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1786544.875000 Penalty: 4738.397461
	Iteration 65Q: 3 clusters Score -1786545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1786557.625000 Penalty: 4738.397461
	Iteration 66Q: 3 clusters Score -1786558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1786565.875000 Penalty: 4738.397461
	Iteration 67Q: 3 clusters Score -1786566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1786570.875000 Penalty: 4738.397461
	Iteration 68Q: 3 clusters Score -1786571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1786570.125000 Penalty: 4738.397461
	Iteration 69Q: 3 clusters Score -1786570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1786584.375000 Penalty: 4738.397461
	Iteration 70F: 3 clusters Score -1786584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1786592.875000 Penalty: 4738.397461
	Iteration 71Q: 3 clusters Score -1786593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1786594.875000 Penalty: 4738.397461
	Iteration 72Q: 3 clusters Score -1786595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1786596.375000 Penalty: 4738.397461
	Iteration 73Q: 3 clusters Score -1786596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1786597.250000 Penalty: 4738.397461
	Iteration 74Q: 3 clusters Score -1786597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1786597.250000 Penalty: 4738.397461
	Iteration 75F: 3 clusters Score -1786597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Entering Unmasked Estep 
Score: -23594628.000000 Penalty: 2994.481445
	Iteration 0F: 2 clusters Score -2.359463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -23481968.000000 Penalty: 5988.962891
	Iteration 0F: 3 clusters Score -2.348197e+07 nChanged 83997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -23530936.000000 Penalty: 5988.962891
	Iteration 1F: 3 clusters Score -2.353094e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -23531756.000000 Penalty: 5988.962891
	Iteration 2Q: 3 clusters Score -2.353176e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -23532622.000000 Penalty: 5988.962891
	Iteration 3Q: 3 clusters Score -2.353262e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -23533806.000000 Penalty: 5988.962891
	Iteration 4Q: 3 clusters Score -2.353381e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -23535406.000000 Penalty: 5988.962891
	Iteration 5Q: 3 clusters Score -2.353541e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -23537212.000000 Penalty: 5988.962891
	Iteration 6Q: 3 clusters Score -2.353721e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -23539984.000000 Penalty: 5988.962891
	Iteration 7Q: 3 clusters Score -2.353998e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -23544110.000000 Penalty: 5988.962891
	Iteration 8Q: 3 clusters Score -2.354411e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -23551010.000000 Penalty: 5988.962891
	Iteration 9F: 3 clusters Score -2.355101e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -23561584.000000 Penalty: 5988.962891
	Iteration 10F: 3 clusters Score -2.356158e+07 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -23573626.000000 Penalty: 5988.962891
	Iteration 11F: 3 clusters Score -2.357363e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 143849 members 
Entering Unmasked Estep 
Score: -23582124.000000 Penalty: 5988.962891
	Iteration 12F: 3 clusters Score -2.358212e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -23586112.000000 Penalty: 5988.962891
	Iteration 13Q: 3 clusters Score -2.358611e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 151789 members 
Entering Unmasked Estep 
Score: -23588182.000000 Penalty: 5988.962891
	Iteration 14Q: 3 clusters Score -2.358818e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -23589114.000000 Penalty: 5988.962891
	Iteration 15Q: 3 clusters Score -2.358911e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -23589932.000000 Penalty: 5988.962891
	Iteration 16Q: 3 clusters Score -2.358993e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -23590536.000000 Penalty: 5988.962891
	Iteration 17Q: 3 clusters Score -2.359054e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -23590978.000000 Penalty: 5988.962891
	Iteration 18Q: 3 clusters Score -2.359098e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -23591378.000000 Penalty: 5988.962891
	Iteration 19Q: 3 clusters Score -2.359138e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 162876 members 
Entering Unmasked Estep 
Score: -23591624.000000 Penalty: 5988.962891
	Iteration 20F: 3 clusters Score -2.359162e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -23591934.000000 Penalty: 5988.962891
	Iteration 21Q: 3 clusters Score -2.359193e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -23592152.000000 Penalty: 5988.962891
	Iteration 22Q: 3 clusters Score -2.359215e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 166253 members 
Entering Unmasked Estep 
Score: -23592330.000000 Penalty: 5988.962891
	Iteration 23Q: 3 clusters Score -2.359233e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 167114 members 
Entering Unmasked Estep 
Score: -23592586.000000 Penalty: 5988.962891
	Iteration 24Q: 3 clusters Score -2.359259e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -23592642.000000 Penalty: 5988.962891
	Iteration 25Q: 3 clusters Score -2.359264e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -23592698.000000 Penalty: 5988.962891
	Iteration 26Q: 3 clusters Score -2.35927e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -23592778.000000 Penalty: 5988.962891
	Iteration 27Q: 3 clusters Score -2.359278e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -23592830.000000 Penalty: 5988.962891
	Iteration 28Q: 3 clusters Score -2.359283e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -23592854.000000 Penalty: 5988.962891
	Iteration 29Q: 3 clusters Score -2.359285e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 170536 members 
Entering Unmasked Estep 
Score: -23592828.000000 Penalty: 5988.962891
	Iteration 30Q: 3 clusters Score -2.359283e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -23592840.000000 Penalty: 5988.962891
	Iteration 31Q: 3 clusters Score -2.359284e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -23592876.000000 Penalty: 5988.962891
	Iteration 32Q: 3 clusters Score -2.359288e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 171370 members 
Entering Unmasked Estep 
Score: -23592930.000000 Penalty: 5988.962891
	Iteration 33Q: 3 clusters Score -2.359293e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -23592966.000000 Penalty: 5988.962891
	Iteration 34Q: 3 clusters Score -2.359297e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 171696 members 
Entering Unmasked Estep 
Score: -23592972.000000 Penalty: 5988.962891
	Iteration 35Q: 3 clusters Score -2.359297e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -23592942.000000 Penalty: 5988.962891
	Iteration 36Q: 3 clusters Score -2.359294e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -23592934.000000 Penalty: 5988.962891
	Iteration 37Q: 3 clusters Score -2.359293e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -23592994.000000 Penalty: 5988.962891
	Iteration 38Q: 3 clusters Score -2.359299e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -23592964.000000 Penalty: 5988.962891
	Iteration 39Q: 3 clusters Score -2.359296e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 172334 members 
Entering Unmasked Estep 
Score: -23592944.000000 Penalty: 5988.962891
	Iteration 40F: 3 clusters Score -2.359294e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 172435 members 
Entering Unmasked Estep 
Score: -23592966.000000 Penalty: 5988.962891
	Iteration 41Q: 3 clusters Score -2.359297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -23592968.000000 Penalty: 5988.962891
	Iteration 42Q: 3 clusters Score -2.359297e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -23593008.000000 Penalty: 5988.962891
	Iteration 43Q: 3 clusters Score -2.359301e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -23592974.000000 Penalty: 5988.962891
	Iteration 44Q: 3 clusters Score -2.359297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 172682 members 
Entering Unmasked Estep 
Score: -23592958.000000 Penalty: 5988.962891
	Iteration 45Q: 3 clusters Score -2.359296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -23592974.000000 Penalty: 5988.962891
	Iteration 46Q: 3 clusters Score -2.359297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -23592968.000000 Penalty: 5988.962891
	Iteration 47Q: 3 clusters Score -2.359297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -23592924.000000 Penalty: 5988.962891
	Iteration 48Q: 3 clusters Score -2.359292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -23592974.000000 Penalty: 5988.962891
	Iteration 49Q: 3 clusters Score -2.359297e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -23592970.000000 Penalty: 5988.962891
	Iteration 50Q: 3 clusters Score -2.359297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 172956 members 
Entering Unmasked Estep 
Score: -23592972.000000 Penalty: 5988.962891
	Iteration 51Q: 3 clusters Score -2.359297e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 172992 members 
Entering Unmasked Estep 
Score: -23593000.000000 Penalty: 5988.962891
	Iteration 52Q: 3 clusters Score -2.3593e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -23593014.000000 Penalty: 5988.962891
	Iteration 53Q: 3 clusters Score -2.359301e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -23593028.000000 Penalty: 5988.962891
	Iteration 54Q: 3 clusters Score -2.359303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -23593018.000000 Penalty: 5988.962891
	Iteration 55Q: 3 clusters Score -2.359302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -23593026.000000 Penalty: 5988.962891
	Iteration 56Q: 3 clusters Score -2.359303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -23593020.000000 Penalty: 5988.962891
	Iteration 57Q: 3 clusters Score -2.359302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -23593046.000000 Penalty: 5988.962891
	Iteration 58Q: 3 clusters Score -2.359305e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -23593036.000000 Penalty: 5988.962891
	Iteration 59Q: 3 clusters Score -2.359304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -23593036.000000 Penalty: 5988.962891
	Iteration 60F: 3 clusters Score -2.359304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -23593076.000000 Penalty: 5988.962891
	Iteration 61Q: 3 clusters Score -2.359308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
Score: -23593038.000000 Penalty: 5988.962891
	Iteration 62Q: 3 clusters Score -2.359304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 173356 members 
Entering Unmasked Estep 
Score: -23593040.000000 Penalty: 5988.962891
	Iteration 63Q: 3 clusters Score -2.359304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -23593038.000000 Penalty: 5988.962891
	Iteration 64Q: 3 clusters Score -2.359304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -23593044.000000 Penalty: 5988.962891
	Iteration 65Q: 3 clusters Score -2.359304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 173376 members 
Entering Unmasked Estep 
Score: -23593046.000000 Penalty: 5988.962891
	Iteration 66Q: 3 clusters Score -2.359305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 173378 members 
Entering Unmasked Estep 
Score: -23593046.000000 Penalty: 5988.962891
	Iteration 67Q: 3 clusters Score -2.359305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -23593046.000000 Penalty: 5988.962891
	Iteration 68Q: 3 clusters Score -2.359305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -23593048.000000 Penalty: 5988.962891
	Iteration 69Q: 3 clusters Score -2.359305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -23593052.000000 Penalty: 5988.962891
	Iteration 70Q: 3 clusters Score -2.359305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -23593052.000000 Penalty: 5988.962891
	Iteration 71F: 3 clusters Score -2.359305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Entering Unmasked Estep 
Score: -5309698.000000 Penalty: 2621.934326
	Iteration 0F: 2 clusters Score -5309698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5283187.500000 Penalty: 5243.868652
	Iteration 0F: 3 clusters Score -5283188 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5293069.500000 Penalty: 5243.868652
	Iteration 1F: 3 clusters Score -5293070 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5293624.500000 Penalty: 5243.868652
	Iteration 2Q: 3 clusters Score -5293624 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5294196.500000 Penalty: 5243.868652
	Iteration 3Q: 3 clusters Score -5294196 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5294848.000000 Penalty: 5243.868652
	Iteration 4Q: 3 clusters Score -5294848 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5295571.000000 Penalty: 5243.868652
	Iteration 5Q: 3 clusters Score -5295571 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5296429.500000 Penalty: 5243.868652
	Iteration 6Q: 3 clusters Score -5296430 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5297524.000000 Penalty: 5243.868652
	Iteration 7F: 3 clusters Score -5297524 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5298811.000000 Penalty: 5243.868652
	Iteration 8F: 3 clusters Score -5298811 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -5300570.500000 Penalty: 5243.868652
	Iteration 9F: 3 clusters Score -5300570 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5302230.000000 Penalty: 5243.868652
	Iteration 10F: 3 clusters Score -5302230 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5303393.000000 Penalty: 5243.868652
	Iteration 11Q: 3 clusters Score -5303393 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5303900.000000 Penalty: 5243.868652
	Iteration 12Q: 3 clusters Score -5303900 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5304191.000000 Penalty: 5243.868652
	Iteration 13Q: 3 clusters Score -5304191 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5304357.500000 Penalty: 5243.868652
	Iteration 14Q: 3 clusters Score -5304358 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5304493.000000 Penalty: 5243.868652
	Iteration 15Q: 3 clusters Score -5304493 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5304600.500000 Penalty: 5243.868652
	Iteration 16Q: 3 clusters Score -5304600 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5304704.000000 Penalty: 5243.868652
	Iteration 17Q: 3 clusters Score -5304704 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5304746.500000 Penalty: 5243.868652
	Iteration 18Q: 3 clusters Score -5304746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5304824.500000 Penalty: 5243.868652
	Iteration 19Q: 3 clusters Score -5304824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5304886.000000 Penalty: 5243.868652
	Iteration 20F: 3 clusters Score -5304886 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -5304926.500000 Penalty: 5243.868652
	Iteration 21Q: 3 clusters Score -5304926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5304959.500000 Penalty: 5243.868652
	Iteration 22Q: 3 clusters Score -5304960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5305004.000000 Penalty: 5243.868652
	Iteration 23Q: 3 clusters Score -5305004 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5305033.000000 Penalty: 5243.868652
	Iteration 24Q: 3 clusters Score -5305033 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -5305099.000000 Penalty: 5243.868652
	Iteration 25Q: 3 clusters Score -5305099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5305151.500000 Penalty: 5243.868652
	Iteration 26Q: 3 clusters Score -5305152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -5305187.500000 Penalty: 5243.868652
	Iteration 27Q: 3 clusters Score -5305188 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -5305241.500000 Penalty: 5243.868652
	Iteration 28Q: 3 clusters Score -5305242 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -5305288.000000 Penalty: 5243.868652
	Iteration 29Q: 3 clusters Score -5305288 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -5305353.500000 Penalty: 5243.868652
	Iteration 30Q: 3 clusters Score -5305354 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5305425.000000 Penalty: 5243.868652
	Iteration 31Q: 3 clusters Score -5305425 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5305478.500000 Penalty: 5243.868652
	Iteration 32Q: 3 clusters Score -5305478 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -5305538.500000 Penalty: 5243.868652
	Iteration 33Q: 3 clusters Score -5305538 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5305625.000000 Penalty: 5243.868652
	Iteration 34Q: 3 clusters Score -5305625 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -5305671.500000 Penalty: 5243.868652
	Iteration 35Q: 3 clusters Score -5305672 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -5305806.500000 Penalty: 5243.868652
	Iteration 36Q: 3 clusters Score -5305806 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -5305908.000000 Penalty: 5243.868652
	Iteration 37Q: 3 clusters Score -5305908 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5306002.000000 Penalty: 5243.868652
	Iteration 38Q: 3 clusters Score -5306002 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5306099.000000 Penalty: 5243.868652
	Iteration 39Q: 3 clusters Score -5306099 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -5306183.000000 Penalty: 5243.868652
	Iteration 40F: 3 clusters Score -5306183 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5306293.500000 Penalty: 5243.868652
	Iteration 41Q: 3 clusters Score -5306294 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5306419.500000 Penalty: 5243.868652
	Iteration 42Q: 3 clusters Score -5306420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5306500.500000 Penalty: 5243.868652
	Iteration 43Q: 3 clusters Score -5306500 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5306580.000000 Penalty: 5243.868652
	Iteration 44Q: 3 clusters Score -5306580 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5306649.000000 Penalty: 5243.868652
	Iteration 45Q: 3 clusters Score -5306649 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5306700.500000 Penalty: 5243.868652
	Iteration 46Q: 3 clusters Score -5306700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5306788.000000 Penalty: 5243.868652
	Iteration 47Q: 3 clusters Score -5306788 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5306862.500000 Penalty: 5243.868652
	Iteration 48Q: 3 clusters Score -5306862 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5306947.500000 Penalty: 5243.868652
	Iteration 49Q: 3 clusters Score -5306948 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5307013.500000 Penalty: 5243.868652
	Iteration 50Q: 3 clusters Score -5307014 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5307060.500000 Penalty: 5243.868652
	Iteration 51Q: 3 clusters Score -5307060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5307118.500000 Penalty: 5243.868652
	Iteration 52Q: 3 clusters Score -5307118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5307184.500000 Penalty: 5243.868652
	Iteration 53Q: 3 clusters Score -5307184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5307229.500000 Penalty: 5243.868652
	Iteration 54Q: 3 clusters Score -5307230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5307266.000000 Penalty: 5243.868652
	Iteration 55Q: 3 clusters Score -5307266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -5307303.500000 Penalty: 5243.868652
	Iteration 56Q: 3 clusters Score -5307304 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5307354.000000 Penalty: 5243.868652
	Iteration 57Q: 3 clusters Score -5307354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5307402.500000 Penalty: 5243.868652
	Iteration 58Q: 3 clusters Score -5307402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5307447.500000 Penalty: 5243.868652
	Iteration 59Q: 3 clusters Score -5307448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5307483.000000 Penalty: 5243.868652
	Iteration 60F: 3 clusters Score -5307483 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5307513.000000 Penalty: 5243.868652
	Iteration 61Q: 3 clusters Score -5307513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5307534.500000 Penalty: 5243.868652
	Iteration 62Q: 3 clusters Score -5307534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5307556.000000 Penalty: 5243.868652
	Iteration 63Q: 3 clusters Score -5307556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5307584.500000 Penalty: 5243.868652
	Iteration 64Q: 3 clusters Score -5307584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5307612.000000 Penalty: 5243.868652
	Iteration 65Q: 3 clusters Score -5307612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5307624.500000 Penalty: 5243.868652
	Iteration 66Q: 3 clusters Score -5307624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5307634.000000 Penalty: 5243.868652
	Iteration 67Q: 3 clusters Score -5307634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5307645.500000 Penalty: 5243.868652
	Iteration 68Q: 3 clusters Score -5307646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5307652.000000 Penalty: 5243.868652
	Iteration 69Q: 3 clusters Score -5307652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5307664.500000 Penalty: 5243.868652
	Iteration 70Q: 3 clusters Score -5307664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5307668.000000 Penalty: 5243.868652
	Iteration 71Q: 3 clusters Score -5307668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5307674.000000 Penalty: 5243.868652
	Iteration 72Q: 3 clusters Score -5307674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5307682.000000 Penalty: 5243.868652
	Iteration 73Q: 3 clusters Score -5307682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5307688.500000 Penalty: 5243.868652
	Iteration 74Q: 3 clusters Score -5307688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5307703.500000 Penalty: 5243.868652
	Iteration 75Q: 3 clusters Score -5307704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5307718.000000 Penalty: 5243.868652
	Iteration 76Q: 3 clusters Score -5307718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5307720.000000 Penalty: 5243.868652
	Iteration 77Q: 3 clusters Score -5307720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5307729.500000 Penalty: 5243.868652
	Iteration 78Q: 3 clusters Score -5307730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5307725.500000 Penalty: 5243.868652
	Iteration 79Q: 3 clusters Score -5307726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5307732.000000 Penalty: 5243.868652
	Iteration 80F: 3 clusters Score -5307732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5307730.000000 Penalty: 5243.868652
	Iteration 81Q: 3 clusters Score -5307730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5307731.500000 Penalty: 5243.868652
	Iteration 82Q: 3 clusters Score -5307732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5307741.000000 Penalty: 5243.868652
	Iteration 83Q: 3 clusters Score -5307741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5307737.000000 Penalty: 5243.868652
	Iteration 84Q: 3 clusters Score -5307737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5307739.500000 Penalty: 5243.868652
	Iteration 85Q: 3 clusters Score -5307740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5307738.000000 Penalty: 5243.868652
	Iteration 86Q: 3 clusters Score -5307738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5307747.000000 Penalty: 5243.868652
	Iteration 87Q: 3 clusters Score -5307747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5307746.500000 Penalty: 5243.868652
	Iteration 88Q: 3 clusters Score -5307746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5307750.000000 Penalty: 5243.868652
	Iteration 89Q: 3 clusters Score -5307750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5307749.000000 Penalty: 5243.868652
	Iteration 90Q: 3 clusters Score -5307749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5307745.500000 Penalty: 5243.868652
	Iteration 91Q: 3 clusters Score -5307746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5307744.500000 Penalty: 5243.868652
	Iteration 92Q: 3 clusters Score -5307744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5307740.000000 Penalty: 5243.868652
	Iteration 93Q: 3 clusters Score -5307740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5307742.000000 Penalty: 5243.868652
	Iteration 94Q: 3 clusters Score -5307742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5307736.500000 Penalty: 5243.868652
	Iteration 95Q: 3 clusters Score -5307736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5307734.500000 Penalty: 5243.868652
	Iteration 96Q: 3 clusters Score -5307734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5307743.500000 Penalty: 5243.868652
	Iteration 97Q: 3 clusters Score -5307744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5307751.500000 Penalty: 5243.868652
	Iteration 98Q: 3 clusters Score -5307752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5307748.500000 Penalty: 5243.868652
	Iteration 99Q: 3 clusters Score -5307748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5307756.500000 Penalty: 5243.868652
	Iteration 100F: 3 clusters Score -5307756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5307759.000000 Penalty: 5243.868652
	Iteration 101Q: 3 clusters Score -5307759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5307759.500000 Penalty: 5243.868652
	Iteration 102Q: 3 clusters Score -5307760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5307770.000000 Penalty: 5243.868652
	Iteration 103Q: 3 clusters Score -5307770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5307768.000000 Penalty: 5243.868652
	Iteration 104Q: 3 clusters Score -5307768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5307762.000000 Penalty: 5243.868652
	Iteration 105Q: 3 clusters Score -5307762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5307765.500000 Penalty: 5243.868652
	Iteration 106Q: 3 clusters Score -5307766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5307764.000000 Penalty: 5243.868652
	Iteration 107Q: 3 clusters Score -5307764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5307767.500000 Penalty: 5243.868652
	Iteration 108Q: 3 clusters Score -5307768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5307769.000000 Penalty: 5243.868652
	Iteration 109Q: 3 clusters Score -5307769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5307769.500000 Penalty: 5243.868652
	Iteration 110Q: 3 clusters Score -5307770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5307768.500000 Penalty: 5243.868652
	Iteration 111Q: 3 clusters Score -5307768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5307769.000000 Penalty: 5243.868652
	Iteration 112Q: 3 clusters Score -5307769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5307774.000000 Penalty: 5243.868652
	Iteration 113Q: 3 clusters Score -5307774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5307773.500000 Penalty: 5243.868652
	Iteration 114Q: 3 clusters Score -5307774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5307774.000000 Penalty: 5243.868652
	Iteration 115Q: 3 clusters Score -5307774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5307775.000000 Penalty: 5243.868652
	Iteration 116Q: 3 clusters Score -5307775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5307774.500000 Penalty: 5243.868652
	Iteration 117Q: 3 clusters Score -5307774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5307775.500000 Penalty: 5243.868652
	Iteration 118Q: 3 clusters Score -5307776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5307776.000000 Penalty: 5243.868652
	Iteration 119Q: 3 clusters Score -5307776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5307776.000000 Penalty: 5243.868652
	Iteration 120F: 3 clusters Score -5307776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Entering Unmasked Estep 
Score: -8318514.500000 Penalty: 2744.134521
	Iteration 0F: 2 clusters Score -8318514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -8275488.000000 Penalty: 5488.269043
	Iteration 0F: 3 clusters Score -8275488 nChanged 29947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8292261.000000 Penalty: 5488.269043
	Iteration 1F: 3 clusters Score -8292261 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -8292727.500000 Penalty: 5488.269043
	Iteration 2Q: 3 clusters Score -8292728 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -8293142.500000 Penalty: 5488.269043
	Iteration 3Q: 3 clusters Score -8293142 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -8293647.500000 Penalty: 5488.269043
	Iteration 4Q: 3 clusters Score -8293648 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -8294177.500000 Penalty: 5488.269043
	Iteration 5Q: 3 clusters Score -8294178 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -8294834.500000 Penalty: 5488.269043
	Iteration 6Q: 3 clusters Score -8294834 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -8295708.500000 Penalty: 5488.269043
	Iteration 7Q: 3 clusters Score -8295708 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8297023.500000 Penalty: 5488.269043
	Iteration 8Q: 3 clusters Score -8297024 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -8299065.500000 Penalty: 5488.269043
	Iteration 9F: 3 clusters Score -8299066 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -8301978.000000 Penalty: 5488.269043
	Iteration 10F: 3 clusters Score -8301978 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -8305673.000000 Penalty: 5488.269043
	Iteration 11F: 3 clusters Score -8305673 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -8309720.000000 Penalty: 5488.269043
	Iteration 12F: 3 clusters Score -8309720 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -8312979.000000 Penalty: 5488.269043
	Iteration 13F: 3 clusters Score -8312979 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -8314840.000000 Penalty: 5488.269043
	Iteration 14Q: 3 clusters Score -8314840 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -8315631.000000 Penalty: 5488.269043
	Iteration 15Q: 3 clusters Score -8315631 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8315963.500000 Penalty: 5488.269043
	Iteration 16Q: 3 clusters Score -8315964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -8316090.500000 Penalty: 5488.269043
	Iteration 17Q: 3 clusters Score -8316090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -8316158.000000 Penalty: 5488.269043
	Iteration 18Q: 3 clusters Score -8316158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8316208.000000 Penalty: 5488.269043
	Iteration 19Q: 3 clusters Score -8316208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -8316214.500000 Penalty: 5488.269043
	Iteration 20F: 3 clusters Score -8316214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -8316248.500000 Penalty: 5488.269043
	Iteration 21Q: 3 clusters Score -8316248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8316258.000000 Penalty: 5488.269043
	Iteration 22Q: 3 clusters Score -8316258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8316260.500000 Penalty: 5488.269043
	Iteration 23Q: 3 clusters Score -8316260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8316262.000000 Penalty: 5488.269043
	Iteration 24Q: 3 clusters Score -8316262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8316266.000000 Penalty: 5488.269043
	Iteration 25Q: 3 clusters Score -8316266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -8316266.000000 Penalty: 5488.269043
	Iteration 26F: 3 clusters Score -8316266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -359225.875000 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -359225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -356208.656250 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -356208.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -356739.593750 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -356739.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -356876.468750 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -356876.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -356957.906250 Penalty: 3892.683838
	Iteration 3Q: 3 clusters Score -356957.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -357017.812500 Penalty: 3892.683838
	Iteration 4Q: 3 clusters Score -357017.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -357054.468750 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -357054.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -357084.812500 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -357084.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -357106.625000 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -357106.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -357125.343750 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -357125.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -357135.000000 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -357135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -357137.968750 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -357138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -357142.437500 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -357142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357143.750000 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -357143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357144.156250 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -357144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357144.156250 Penalty: 3892.683838
	Iteration 14F: 3 clusters Score -357144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39741.156250 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39741.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39906.093750 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39906.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39984.292969 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -39984.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40018.382812 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40018.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40035.562500 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40035.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40054.503906 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40063.699219 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40063.699219 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -40063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Entering Unmasked Estep 
Score: -8877097.000000 Penalty: 2751.499268
	Iteration 0F: 2 clusters Score -8877097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -8833156.000000 Penalty: 5502.998535
	Iteration 0F: 3 clusters Score -8833156 nChanged 30479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8850050.000000 Penalty: 5502.998535
	Iteration 1F: 3 clusters Score -8850050 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -8850494.000000 Penalty: 5502.998535
	Iteration 2Q: 3 clusters Score -8850494 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -8850832.000000 Penalty: 5502.998535
	Iteration 3Q: 3 clusters Score -8850832 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -8851209.000000 Penalty: 5502.998535
	Iteration 4Q: 3 clusters Score -8851209 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8851592.000000 Penalty: 5502.998535
	Iteration 5Q: 3 clusters Score -8851592 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -8851914.000000 Penalty: 5502.998535
	Iteration 6Q: 3 clusters Score -8851914 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8852214.000000 Penalty: 5502.998535
	Iteration 7Q: 3 clusters Score -8852214 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -8852474.000000 Penalty: 5502.998535
	Iteration 8Q: 3 clusters Score -8852474 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8852867.000000 Penalty: 5502.998535
	Iteration 9Q: 3 clusters Score -8852867 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -8853315.000000 Penalty: 5502.998535
	Iteration 10Q: 3 clusters Score -8853315 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -8853912.000000 Penalty: 5502.998535
	Iteration 11Q: 3 clusters Score -8853912 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -8854691.000000 Penalty: 5502.998535
	Iteration 12Q: 3 clusters Score -8854691 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -8855915.000000 Penalty: 5502.998535
	Iteration 13Q: 3 clusters Score -8855915 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -8857726.000000 Penalty: 5502.998535
	Iteration 14Q: 3 clusters Score -8857726 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -8860238.000000 Penalty: 5502.998535
	Iteration 15F: 3 clusters Score -8860238 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -8862604.000000 Penalty: 5502.998535
	Iteration 16F: 3 clusters Score -8862604 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8864079.000000 Penalty: 5502.998535
	Iteration 17Q: 3 clusters Score -8864079 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8864876.000000 Penalty: 5502.998535
	Iteration 18Q: 3 clusters Score -8864876 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8865277.000000 Penalty: 5502.998535
	Iteration 19Q: 3 clusters Score -8865277 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8865550.000000 Penalty: 5502.998535
	Iteration 20F: 3 clusters Score -8865550 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8865731.000000 Penalty: 5502.998535
	Iteration 21Q: 3 clusters Score -8865731 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8865941.000000 Penalty: 5502.998535
	Iteration 22Q: 3 clusters Score -8865941 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -8866140.000000 Penalty: 5502.998535
	Iteration 23Q: 3 clusters Score -8866140 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -8866347.000000 Penalty: 5502.998535
	Iteration 24Q: 3 clusters Score -8866347 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -8866537.000000 Penalty: 5502.998535
	Iteration 25Q: 3 clusters Score -8866537 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -8866739.000000 Penalty: 5502.998535
	Iteration 26Q: 3 clusters Score -8866739 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -8866950.000000 Penalty: 5502.998535
	Iteration 27Q: 3 clusters Score -8866950 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -8867163.000000 Penalty: 5502.998535
	Iteration 28Q: 3 clusters Score -8867163 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -8867348.000000 Penalty: 5502.998535
	Iteration 29Q: 3 clusters Score -8867348 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8867556.000000 Penalty: 5502.998535
	Iteration 30Q: 3 clusters Score -8867556 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -8867780.000000 Penalty: 5502.998535
	Iteration 31Q: 3 clusters Score -8867780 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8868034.000000 Penalty: 5502.998535
	Iteration 32Q: 3 clusters Score -8868034 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -8868271.000000 Penalty: 5502.998535
	Iteration 33Q: 3 clusters Score -8868271 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -8868586.000000 Penalty: 5502.998535
	Iteration 34Q: 3 clusters Score -8868586 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -8868891.000000 Penalty: 5502.998535
	Iteration 35Q: 3 clusters Score -8868891 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -8869190.000000 Penalty: 5502.998535
	Iteration 36Q: 3 clusters Score -8869190 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -8869551.000000 Penalty: 5502.998535
	Iteration 37Q: 3 clusters Score -8869551 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -8869914.000000 Penalty: 5502.998535
	Iteration 38Q: 3 clusters Score -8869914 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -8870270.000000 Penalty: 5502.998535
	Iteration 39Q: 3 clusters Score -8870270 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -8870661.000000 Penalty: 5502.998535
	Iteration 40F: 3 clusters Score -8870661 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -8870977.000000 Penalty: 5502.998535
	Iteration 41Q: 3 clusters Score -8870977 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8871351.000000 Penalty: 5502.998535
	Iteration 42Q: 3 clusters Score -8871351 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8871744.000000 Penalty: 5502.998535
	Iteration 43Q: 3 clusters Score -8871744 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8872128.000000 Penalty: 5502.998535
	Iteration 44Q: 3 clusters Score -8872128 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -8872491.000000 Penalty: 5502.998535
	Iteration 45Q: 3 clusters Score -8872491 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8872831.000000 Penalty: 5502.998535
	Iteration 46Q: 3 clusters Score -8872831 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 5502.998535
	Iteration 47Q: 3 clusters Score -8873125 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8873416.000000 Penalty: 5502.998535
	Iteration 48Q: 3 clusters Score -8873416 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8873672.000000 Penalty: 5502.998535
	Iteration 49Q: 3 clusters Score -8873672 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8873885.000000 Penalty: 5502.998535
	Iteration 50Q: 3 clusters Score -8873885 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8874057.000000 Penalty: 5502.998535
	Iteration 51Q: 3 clusters Score -8874057 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8874180.000000 Penalty: 5502.998535
	Iteration 52Q: 3 clusters Score -8874180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8874311.000000 Penalty: 5502.998535
	Iteration 53Q: 3 clusters Score -8874311 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8874409.000000 Penalty: 5502.998535
	Iteration 54Q: 3 clusters Score -8874409 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8874484.000000 Penalty: 5502.998535
	Iteration 55Q: 3 clusters Score -8874484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8874537.000000 Penalty: 5502.998535
	Iteration 56Q: 3 clusters Score -8874537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8874588.000000 Penalty: 5502.998535
	Iteration 57Q: 3 clusters Score -8874588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8874615.000000 Penalty: 5502.998535
	Iteration 58Q: 3 clusters Score -8874615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8874635.000000 Penalty: 5502.998535
	Iteration 59Q: 3 clusters Score -8874635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8874658.000000 Penalty: 5502.998535
	Iteration 60F: 3 clusters Score -8874658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8874661.000000 Penalty: 5502.998535
	Iteration 61Q: 3 clusters Score -8874661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8874664.000000 Penalty: 5502.998535
	Iteration 62Q: 3 clusters Score -8874664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8874682.000000 Penalty: 5502.998535
	Iteration 63Q: 3 clusters Score -8874682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8874681.000000 Penalty: 5502.998535
	Iteration 64Q: 3 clusters Score -8874681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8874708.000000 Penalty: 5502.998535
	Iteration 65Q: 3 clusters Score -8874708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8874702.000000 Penalty: 5502.998535
	Iteration 66Q: 3 clusters Score -8874702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8874708.000000 Penalty: 5502.998535
	Iteration 67Q: 3 clusters Score -8874708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8874721.000000 Penalty: 5502.998535
	Iteration 68Q: 3 clusters Score -8874721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8874719.000000 Penalty: 5502.998535
	Iteration 69Q: 3 clusters Score -8874719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8874725.000000 Penalty: 5502.998535
	Iteration 70Q: 3 clusters Score -8874725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8874725.000000 Penalty: 5502.998535
	Iteration 71F: 3 clusters Score -8874725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Entering Unmasked Estep 
Score: -2414145.750000 Penalty: 2431.966309
	Iteration 0F: 2 clusters Score -2414146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2401258.250000 Penalty: 4863.932617
	Iteration 0F: 3 clusters Score -2401258 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2405453.250000 Penalty: 4863.932617
	Iteration 1F: 3 clusters Score -2405453 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2405800.000000 Penalty: 4863.932617
	Iteration 2F: 3 clusters Score -2405800 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2406116.500000 Penalty: 4863.932617
	Iteration 3Q: 3 clusters Score -2406116 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2406470.250000 Penalty: 4863.932617
	Iteration 4Q: 3 clusters Score -2406470 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2406927.500000 Penalty: 4863.932617
	Iteration 5Q: 3 clusters Score -2406928 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2407514.250000 Penalty: 4863.932617
	Iteration 6F: 3 clusters Score -2407514 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2408203.750000 Penalty: 4863.932617
	Iteration 7F: 3 clusters Score -2408204 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2409089.750000 Penalty: 4863.932617
	Iteration 8F: 3 clusters Score -2409090 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2410133.250000 Penalty: 4863.932617
	Iteration 9F: 3 clusters Score -2410133 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2411198.000000 Penalty: 4863.932617
	Iteration 10F: 3 clusters Score -2411198 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2411929.750000 Penalty: 4863.932617
	Iteration 11Q: 3 clusters Score -2411930 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2412313.250000 Penalty: 4863.932617
	Iteration 12Q: 3 clusters Score -2412313 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2412512.750000 Penalty: 4863.932617
	Iteration 13Q: 3 clusters Score -2412513 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2412614.750000 Penalty: 4863.932617
	Iteration 14Q: 3 clusters Score -2412615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2412664.500000 Penalty: 4863.932617
	Iteration 15Q: 3 clusters Score -2412664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2412699.500000 Penalty: 4863.932617
	Iteration 16Q: 3 clusters Score -2412700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2412727.000000 Penalty: 4863.932617
	Iteration 17Q: 3 clusters Score -2412727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2412738.750000 Penalty: 4863.932617
	Iteration 18Q: 3 clusters Score -2412739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2412749.500000 Penalty: 4863.932617
	Iteration 19Q: 3 clusters Score -2412750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2412757.250000 Penalty: 4863.932617
	Iteration 20F: 3 clusters Score -2412757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2412762.750000 Penalty: 4863.932617
	Iteration 21Q: 3 clusters Score -2412763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2412765.750000 Penalty: 4863.932617
	Iteration 22Q: 3 clusters Score -2412766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2412764.500000 Penalty: 4863.932617
	Iteration 23Q: 3 clusters Score -2412764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2412764.500000 Penalty: 4863.932617
	Iteration 24Q: 3 clusters Score -2412764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2412767.750000 Penalty: 4863.932617
	Iteration 25Q: 3 clusters Score -2412768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2412764.250000 Penalty: 4863.932617
	Iteration 26Q: 3 clusters Score -2412764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2412763.750000 Penalty: 4863.932617
	Iteration 27Q: 3 clusters Score -2412764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2412766.250000 Penalty: 4863.932617
	Iteration 28Q: 3 clusters Score -2412766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2412764.750000 Penalty: 4863.932617
	Iteration 29Q: 3 clusters Score -2412765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2412766.000000 Penalty: 4863.932617
	Iteration 30Q: 3 clusters Score -2412766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2412768.000000 Penalty: 4863.932617
	Iteration 31Q: 3 clusters Score -2412768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2412768.750000 Penalty: 4863.932617
	Iteration 32Q: 3 clusters Score -2412769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2412767.750000 Penalty: 4863.932617
	Iteration 33Q: 3 clusters Score -2412768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2412766.000000 Penalty: 4863.932617
	Iteration 34Q: 3 clusters Score -2412766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2412766.750000 Penalty: 4863.932617
	Iteration 35Q: 3 clusters Score -2412767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2412769.500000 Penalty: 4863.932617
	Iteration 36Q: 3 clusters Score -2412770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2412768.750000 Penalty: 4863.932617
	Iteration 37Q: 3 clusters Score -2412769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2412768.500000 Penalty: 4863.932617
	Iteration 38Q: 3 clusters Score -2412768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2412768.500000 Penalty: 4863.932617
	Iteration 39F: 3 clusters Score -2412768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Entering Unmasked Estep 
Score: -23609588.000000 Penalty: 2993.179688
	Iteration 0F: 2 clusters Score -2.360959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -23495442.000000 Penalty: 5986.359375
	Iteration 0F: 3 clusters Score -2.349544e+07 nChanged 83510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -23544132.000000 Penalty: 5986.359375
	Iteration 1F: 3 clusters Score -2.354413e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -23544818.000000 Penalty: 5986.359375
	Iteration 2Q: 3 clusters Score -2.354482e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -23545782.000000 Penalty: 5986.359375
	Iteration 3Q: 3 clusters Score -2.354578e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -23546950.000000 Penalty: 5986.359375
	Iteration 4Q: 3 clusters Score -2.354695e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -23548940.000000 Penalty: 5986.359375
	Iteration 5Q: 3 clusters Score -2.354894e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -23552680.000000 Penalty: 5986.359375
	Iteration 6Q: 3 clusters Score -2.355268e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -23559192.000000 Penalty: 5986.359375
	Iteration 7F: 3 clusters Score -2.355919e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -23570396.000000 Penalty: 5986.359375
	Iteration 8F: 3 clusters Score -2.35704e+07 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -23584820.000000 Penalty: 5986.359375
	Iteration 9F: 3 clusters Score -2.358482e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -23597080.000000 Penalty: 5986.359375
	Iteration 10F: 3 clusters Score -2.359708e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -23603608.000000 Penalty: 5986.359375
	Iteration 11Q: 3 clusters Score -2.360361e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -23605894.000000 Penalty: 5986.359375
	Iteration 12Q: 3 clusters Score -2.360589e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -23606606.000000 Penalty: 5986.359375
	Iteration 13Q: 3 clusters Score -2.360661e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -23606840.000000 Penalty: 5986.359375
	Iteration 14Q: 3 clusters Score -2.360684e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -23606912.000000 Penalty: 5986.359375
	Iteration 15Q: 3 clusters Score -2.360691e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -23606932.000000 Penalty: 5986.359375
	Iteration 16Q: 3 clusters Score -2.360693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -23606936.000000 Penalty: 5986.359375
	Iteration 17Q: 3 clusters Score -2.360694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174157 members 
Entering Unmasked Estep 
Score: -23607000.000000 Penalty: 5986.359375
	Iteration 18Q: 3 clusters Score -2.3607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -23607012.000000 Penalty: 5986.359375
	Iteration 19Q: 3 clusters Score -2.360701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -23607038.000000 Penalty: 5986.359375
	Iteration 20F: 3 clusters Score -2.360704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -23607040.000000 Penalty: 5986.359375
	Iteration 21Q: 3 clusters Score -2.360704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -23607058.000000 Penalty: 5986.359375
	Iteration 22Q: 3 clusters Score -2.360706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -23607044.000000 Penalty: 5986.359375
	Iteration 23Q: 3 clusters Score -2.360704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -23607058.000000 Penalty: 5986.359375
	Iteration 24Q: 3 clusters Score -2.360706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 174174 members 
Entering Unmasked Estep 
Score: -23607036.000000 Penalty: 5986.359375
	Iteration 25Q: 3 clusters Score -2.360704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -23607052.000000 Penalty: 5986.359375
	Iteration 26Q: 3 clusters Score -2.360705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -23607054.000000 Penalty: 5986.359375
	Iteration 27Q: 3 clusters Score -2.360705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -23607044.000000 Penalty: 5986.359375
	Iteration 28Q: 3 clusters Score -2.360704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -23607064.000000 Penalty: 5986.359375
	Iteration 29Q: 3 clusters Score -2.360706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -23607066.000000 Penalty: 5986.359375
	Iteration 30Q: 3 clusters Score -2.360707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -23607090.000000 Penalty: 5986.359375
	Iteration 31Q: 3 clusters Score -2.360709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174193 members 
Entering Unmasked Estep 
Score: -23607102.000000 Penalty: 5986.359375
	Iteration 32Q: 3 clusters Score -2.36071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174193 members 
Entering Unmasked Estep 
Score: -23607092.000000 Penalty: 5986.359375
	Iteration 33Q: 3 clusters Score -2.360709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174194 members 
Entering Unmasked Estep 
Score: -23607098.000000 Penalty: 5986.359375
	Iteration 34Q: 3 clusters Score -2.36071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174191 members 
Entering Unmasked Estep 
Score: -23607102.000000 Penalty: 5986.359375
	Iteration 35Q: 3 clusters Score -2.36071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -23607092.000000 Penalty: 5986.359375
	Iteration 36Q: 3 clusters Score -2.360709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -23607092.000000 Penalty: 5986.359375
	Iteration 37F: 3 clusters Score -2.360709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -632991.125000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -632991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -628493.312500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -628493.3 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -629588.500000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -629588.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629991.687500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -629991.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -630284.250000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -630284.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -630510.812500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -630510.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -630690.625000 Penalty: 4220.843750
	Iteration 5F: 3 clusters Score -630690.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -630841.125000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -630841.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -630975.562500 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -630975.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -631071.875000 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -631071.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -631155.312500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -631155.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -631220.125000 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -631220.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -631270.000000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -631270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -631311.812500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -631311.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -631342.437500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -631342.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -631365.000000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -631365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -631384.000000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -631384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -631400.687500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -631400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -631411.562500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -631411.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -631419.187500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -631419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -631430.562500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -631430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -631445.750000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -631445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -631457.125000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -631457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -631466.500000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -631466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -631478.500000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -631478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -631493.062500 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -631493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -631500.687500 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -631500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -631512.125000 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -631512.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -631520.625000 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -631520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -631530.062500 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -631530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -631537.375000 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -631537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -631543.500000 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -631543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -631547.312500 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -631547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -631548.812500 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -631548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -631555.375000 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -631555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -631559.125000 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -631559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -631561.750000 Penalty: 4220.843750
	Iteration 35Q: 3 clusters Score -631561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -631564.437500 Penalty: 4220.843750
	Iteration 36Q: 3 clusters Score -631564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -631564.437500 Penalty: 4220.843750
	Iteration 37Q: 3 clusters Score -631564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -631567.500000 Penalty: 4220.843750
	Iteration 38Q: 3 clusters Score -631567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -631568.437500 Penalty: 4220.843750
	Iteration 39Q: 3 clusters Score -631568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -631572.250000 Penalty: 4220.843750
	Iteration 40F: 3 clusters Score -631572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -631574.687500 Penalty: 4220.843750
	Iteration 41Q: 3 clusters Score -631574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -631574.750000 Penalty: 4220.843750
	Iteration 42Q: 3 clusters Score -631574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -631575.312500 Penalty: 4220.843750
	Iteration 43Q: 3 clusters Score -631575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -631575.750000 Penalty: 4220.843750
	Iteration 44Q: 3 clusters Score -631575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -631575.750000 Penalty: 4220.843750
	Iteration 45Q: 3 clusters Score -631575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -631576.375000 Penalty: 4220.843750
	Iteration 46Q: 3 clusters Score -631576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -631576.500000 Penalty: 4220.843750
	Iteration 47Q: 3 clusters Score -631576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -631578.562500 Penalty: 4220.843750
	Iteration 48Q: 3 clusters Score -631578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -631579.500000 Penalty: 4220.843750
	Iteration 49Q: 3 clusters Score -631579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -631579.500000 Penalty: 4220.843750
	Iteration 50F: 3 clusters Score -631579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234968 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100428 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75107 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155045 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 14 contains 175347 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65825 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 174429 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370272.000000 Penalty: 77098.109375
Iteration 319Q: 23 clusters Score -1.803703e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193526 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234971 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75108 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155057 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14092 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39038 members 
Mstep: Class 16 contains 63897 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65828 members 
Mstep: Class 21 contains 18150 members 
Mstep: Class 22 contains 174408 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 320F: 23 clusters Score -1.803701e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193529 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 234968 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100422 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75105 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155069 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14095 members 
Mstep: Class 14 contains 175344 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63895 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65831 members 
Mstep: Class 21 contains 18151 members 
Mstep: Class 22 contains 174399 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 321Q: 23 clusters Score -1.803701e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193530 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234970 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100420 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75104 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155088 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14097 members 
Mstep: Class 14 contains 175340 members 
Mstep: Class 15 contains 39040 members 
Mstep: Class 16 contains 63894 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65839 members 
Mstep: Class 21 contains 18152 members 
Mstep: Class 22 contains 174377 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 322Q: 23 clusters Score -1.803701e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193526 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234971 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100421 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75107 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155105 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14102 members 
Mstep: Class 14 contains 175340 members 
Mstep: Class 15 contains 39039 members 
Mstep: Class 16 contains 63893 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65841 members 
Mstep: Class 21 contains 18153 members 
Mstep: Class 22 contains 174353 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 323Q: 23 clusters Score -1.803701e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193521 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234962 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100418 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75104 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155116 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14104 members 
Mstep: Class 14 contains 175342 members 
Mstep: Class 15 contains 39038 members 
Mstep: Class 16 contains 63894 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65848 members 
Mstep: Class 21 contains 18153 members 
Mstep: Class 22 contains 174351 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 324Q: 23 clusters Score -1.803701e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234961 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100416 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75100 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155123 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14105 members 
Mstep: Class 14 contains 175343 members 
Mstep: Class 15 contains 39038 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65845 members 
Mstep: Class 21 contains 18154 members 
Mstep: Class 22 contains 174350 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 325Q: 23 clusters Score -1.803701e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193512 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234954 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100416 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75099 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155121 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14107 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39037 members 
Mstep: Class 16 contains 63894 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65845 members 
Mstep: Class 21 contains 18155 members 
Mstep: Class 22 contains 174361 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370000.000000 Penalty: 77098.109375
Iteration 326Q: 23 clusters Score -1.8037e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193516 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234954 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100413 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75096 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155129 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 175344 members 
Mstep: Class 15 contains 39035 members 
Mstep: Class 16 contains 63898 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65844 members 
Mstep: Class 21 contains 18154 members 
Mstep: Class 22 contains 174355 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 327Q: 23 clusters Score -1.803701e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193514 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234945 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100413 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75090 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155141 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14110 members 
Mstep: Class 14 contains 175348 members 
Mstep: Class 15 contains 39033 members 
Mstep: Class 16 contains 63900 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65847 members 
Mstep: Class 21 contains 18153 members 
Mstep: Class 22 contains 174351 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 328Q: 23 clusters Score -1.803699e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193521 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234943 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100405 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75087 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155148 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 175349 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65849 members 
Mstep: Class 21 contains 18152 members 
Mstep: Class 22 contains 174346 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370000.000000 Penalty: 77098.109375
Iteration 329Q: 23 clusters Score -1.8037e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193525 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234937 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100398 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75082 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155151 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14113 members 
Mstep: Class 14 contains 175350 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63903 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65847 members 
Mstep: Class 21 contains 18150 members 
Mstep: Class 22 contains 174353 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 330Q: 23 clusters Score -1.803699e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234937 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100396 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75080 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155150 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 175350 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 63909 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65848 members 
Mstep: Class 21 contains 18148 members 
Mstep: Class 22 contains 174347 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 331Q: 23 clusters Score -1.803699e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193536 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234940 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100396 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75075 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155153 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14118 members 
Mstep: Class 14 contains 175336 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65850 members 
Mstep: Class 21 contains 18144 members 
Mstep: Class 22 contains 174349 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 332Q: 23 clusters Score -1.8037e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193540 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234941 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100388 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75073 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155156 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 175331 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65853 members 
Mstep: Class 21 contains 18145 members 
Mstep: Class 22 contains 174344 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370000.000000 Penalty: 77098.109375
Iteration 333Q: 23 clusters Score -1.8037e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234943 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100390 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75072 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155153 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 175329 members 
Mstep: Class 15 contains 39031 members 
Mstep: Class 16 contains 63914 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65855 members 
Mstep: Class 21 contains 18144 members 
Mstep: Class 22 contains 174340 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 334Q: 23 clusters Score -1.8037e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193537 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234943 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100391 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75067 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155157 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14138 members 
Mstep: Class 14 contains 175328 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63914 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65857 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 174333 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 335Q: 23 clusters Score -1.803699e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193545 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234936 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100393 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75067 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155158 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39031 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65862 members 
Mstep: Class 21 contains 18139 members 
Mstep: Class 22 contains 174321 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 336Q: 23 clusters Score -1.8037e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193544 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234940 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100388 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75071 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155151 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 175330 members 
Mstep: Class 15 contains 39031 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65867 members 
Mstep: Class 21 contains 18139 members 
Mstep: Class 22 contains 174313 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 337Q: 23 clusters Score -1.8037e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193540 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234948 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100380 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75075 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155150 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 175329 members 
Mstep: Class 15 contains 39029 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65873 members 
Mstep: Class 21 contains 18134 members 
Mstep: Class 22 contains 174308 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 338Q: 23 clusters Score -1.8037e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193542 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234957 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100378 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75074 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155151 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14156 members 
Mstep: Class 14 contains 175333 members 
Mstep: Class 15 contains 39029 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65875 members 
Mstep: Class 21 contains 18128 members 
Mstep: Class 22 contains 174292 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 339Q: 23 clusters Score -1.803699e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234962 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100378 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75076 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155155 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14155 members 
Mstep: Class 14 contains 175333 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65880 members 
Mstep: Class 21 contains 18122 members 
Mstep: Class 22 contains 174280 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 340F: 23 clusters Score -1.803699e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234971 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100376 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75076 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155156 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14154 members 
Mstep: Class 14 contains 175328 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65882 members 
Mstep: Class 21 contains 18119 members 
Mstep: Class 22 contains 174270 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 341Q: 23 clusters Score -1.803699e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234971 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100372 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75072 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155153 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14154 members 
Mstep: Class 14 contains 175322 members 
Mstep: Class 15 contains 39033 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65889 members 
Mstep: Class 21 contains 18120 members 
Mstep: Class 22 contains 174269 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 342Q: 23 clusters Score -1.803699e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234976 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100370 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75070 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155154 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14156 members 
Mstep: Class 14 contains 175318 members 
Mstep: Class 15 contains 39033 members 
Mstep: Class 16 contains 63921 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65890 members 
Mstep: Class 21 contains 18118 members 
Mstep: Class 22 contains 174265 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 343Q: 23 clusters Score -1.803698e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193572 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234978 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100370 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75068 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155156 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14161 members 
Mstep: Class 14 contains 175316 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65892 members 
Mstep: Class 21 contains 18110 members 
Mstep: Class 22 contains 174259 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 344Q: 23 clusters Score -1.803698e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234979 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100368 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75072 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155168 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14161 members 
Mstep: Class 14 contains 175316 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63921 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65899 members 
Mstep: Class 21 contains 18106 members 
Mstep: Class 22 contains 174238 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369680.000000 Penalty: 77098.109375
Iteration 345Q: 23 clusters Score -1.803697e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100369 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75070 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155181 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14163 members 
Mstep: Class 14 contains 175310 members 
Mstep: Class 15 contains 39032 members 
Mstep: Class 16 contains 63921 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65903 members 
Mstep: Class 21 contains 18104 members 
Mstep: Class 22 contains 174218 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 346Q: 23 clusters Score -1.803699e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234983 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100370 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75068 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155190 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 175310 members 
Mstep: Class 15 contains 39031 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65906 members 
Mstep: Class 21 contains 18099 members 
Mstep: Class 22 contains 174208 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 347Q: 23 clusters Score -1.803699e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100368 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75064 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155201 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 175319 members 
Mstep: Class 15 contains 39034 members 
Mstep: Class 16 contains 63923 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65909 members 
Mstep: Class 21 contains 18097 members 
Mstep: Class 22 contains 174188 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 348Q: 23 clusters Score -1.803698e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234981 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100367 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75063 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155208 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14170 members 
Mstep: Class 14 contains 175326 members 
Mstep: Class 15 contains 39034 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65921 members 
Mstep: Class 21 contains 18090 members 
Mstep: Class 22 contains 174178 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 349Q: 23 clusters Score -1.803698e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234976 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100369 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75063 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155232 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 175327 members 
Mstep: Class 15 contains 39034 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65928 members 
Mstep: Class 21 contains 18083 members 
Mstep: Class 22 contains 174160 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 350Q: 23 clusters Score -1.803698e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234968 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100368 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75065 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155252 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 175327 members 
Mstep: Class 15 contains 39035 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65934 members 
Mstep: Class 21 contains 18073 members 
Mstep: Class 22 contains 174146 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 351Q: 23 clusters Score -1.803698e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193573 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234955 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100366 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75068 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155260 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14180 members 
Mstep: Class 14 contains 175325 members 
Mstep: Class 15 contains 39036 members 
Mstep: Class 16 contains 63926 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65932 members 
Mstep: Class 21 contains 18066 members 
Mstep: Class 22 contains 174156 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369760.000000 Penalty: 77098.109375
Iteration 352Q: 23 clusters Score -1.803698e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234959 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100361 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75069 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155270 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 175319 members 
Mstep: Class 15 contains 39036 members 
Mstep: Class 16 contains 63923 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65936 members 
Mstep: Class 21 contains 18060 members 
Mstep: Class 22 contains 174163 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 353Q: 23 clusters Score -1.803699e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193571 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234961 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100355 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75070 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155283 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14189 members 
Mstep: Class 14 contains 175311 members 
Mstep: Class 15 contains 39033 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65934 members 
Mstep: Class 21 contains 18053 members 
Mstep: Class 22 contains 174165 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 354Q: 23 clusters Score -1.803698e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234973 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100348 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75065 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155290 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14194 members 
Mstep: Class 14 contains 175303 members 
Mstep: Class 15 contains 39030 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65943 members 
Mstep: Class 21 contains 18044 members 
Mstep: Class 22 contains 174166 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369968.000000 Penalty: 77098.109375
Iteration 355Q: 23 clusters Score -1.8037e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234986 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100341 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75059 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155276 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 175299 members 
Mstep: Class 15 contains 39029 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65948 members 
Mstep: Class 21 contains 18042 members 
Mstep: Class 22 contains 174188 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 356Q: 23 clusters Score -1.8037e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193573 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234979 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100339 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75054 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155270 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 175302 members 
Mstep: Class 15 contains 39026 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65957 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 174209 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 357Q: 23 clusters Score -1.803701e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100336 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75055 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155261 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14191 members 
Mstep: Class 14 contains 175298 members 
Mstep: Class 15 contains 39024 members 
Mstep: Class 16 contains 63907 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65966 members 
Mstep: Class 21 contains 18033 members 
Mstep: Class 22 contains 174231 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 358Q: 23 clusters Score -1.803701e+08 nChanged 145
Entering ConstructFrom: 
Score: -180370144.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193566 members 
Entering Unmasked Estep 
Score: -25997482.000000 Penalty: 3018.996826
	Iteration 0F: 2 clusters Score -2.599748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -25872930.000000 Penalty: 6037.993652
	Iteration 0F: 3 clusters Score -2.587293e+07 nChanged 92899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -25929988.000000 Penalty: 6037.993652
	Iteration 1F: 3 clusters Score -2.592999e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -25933428.000000 Penalty: 6037.993652
	Iteration 2Q: 3 clusters Score -2.593343e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -25938906.000000 Penalty: 6037.993652
	Iteration 3F: 3 clusters Score -2.593891e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -25946850.000000 Penalty: 6037.993652
	Iteration 4F: 3 clusters Score -2.594685e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -25957338.000000 Penalty: 6037.993652
	Iteration 5F: 3 clusters Score -2.595734e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -25968666.000000 Penalty: 6037.993652
	Iteration 6F: 3 clusters Score -2.596867e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -25978198.000000 Penalty: 6037.993652
	Iteration 7F: 3 clusters Score -2.59782e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173125 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -25984560.000000 Penalty: 6037.993652
	Iteration 8Q: 3 clusters Score -2.598456e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -25988256.000000 Penalty: 6037.993652
	Iteration 9Q: 3 clusters Score -2.598826e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -25990374.000000 Penalty: 6037.993652
	Iteration 10Q: 3 clusters Score -2.599037e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185080 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -25991800.000000 Penalty: 6037.993652
	Iteration 11Q: 3 clusters Score -2.59918e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -25992908.000000 Penalty: 6037.993652
	Iteration 12Q: 3 clusters Score -2.599291e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188716 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -25993582.000000 Penalty: 6037.993652
	Iteration 13Q: 3 clusters Score -2.599358e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -25993936.000000 Penalty: 6037.993652
	Iteration 14Q: 3 clusters Score -2.599394e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190561 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -25994266.000000 Penalty: 6037.993652
	Iteration 15Q: 3 clusters Score -2.599427e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191071 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25994418.000000 Penalty: 6037.993652
	Iteration 16Q: 3 clusters Score -2.599442e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -25994592.000000 Penalty: 6037.993652
	Iteration 17Q: 3 clusters Score -2.599459e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191707 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -25994736.000000 Penalty: 6037.993652
	Iteration 18Q: 3 clusters Score -2.599474e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25994742.000000 Penalty: 6037.993652
	Iteration 19Q: 3 clusters Score -2.599474e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -25994806.000000 Penalty: 6037.993652
	Iteration 20F: 3 clusters Score -2.599481e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -25994788.000000 Penalty: 6037.993652
	Iteration 21Q: 3 clusters Score -2.599479e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192181 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -25994820.000000 Penalty: 6037.993652
	Iteration 22Q: 3 clusters Score -2.599482e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192246 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -25994846.000000 Penalty: 6037.993652
	Iteration 23Q: 3 clusters Score -2.599485e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192298 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -25994876.000000 Penalty: 6037.993652
	Iteration 24Q: 3 clusters Score -2.599488e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192345 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25994902.000000 Penalty: 6037.993652
	Iteration 25Q: 3 clusters Score -2.59949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192373 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -25994950.000000 Penalty: 6037.993652
	Iteration 26Q: 3 clusters Score -2.599495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192405 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -25994982.000000 Penalty: 6037.993652
	Iteration 27Q: 3 clusters Score -2.599498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25995002.000000 Penalty: 6037.993652
	Iteration 28Q: 3 clusters Score -2.5995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192458 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -25995014.000000 Penalty: 6037.993652
	Iteration 29Q: 3 clusters Score -2.599501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192476 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -25995022.000000 Penalty: 6037.993652
	Iteration 30Q: 3 clusters Score -2.599502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192497 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -25995044.000000 Penalty: 6037.993652
	Iteration 31Q: 3 clusters Score -2.599504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192510 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -25995066.000000 Penalty: 6037.993652
	Iteration 32Q: 3 clusters Score -2.599507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192517 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -25995078.000000 Penalty: 6037.993652
	Iteration 33Q: 3 clusters Score -2.599508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -25995096.000000 Penalty: 6037.993652
	Iteration 34Q: 3 clusters Score -2.59951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -25995074.000000 Penalty: 6037.993652
	Iteration 35Q: 3 clusters Score -2.599507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -25995108.000000 Penalty: 6037.993652
	Iteration 36Q: 3 clusters Score -2.599511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -25995102.000000 Penalty: 6037.993652
	Iteration 37Q: 3 clusters Score -2.59951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25995094.000000 Penalty: 6037.993652
	Iteration 38Q: 3 clusters Score -2.599509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192531 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -25995106.000000 Penalty: 6037.993652
	Iteration 39Q: 3 clusters Score -2.599511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192531 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -25995112.000000 Penalty: 6037.993652
	Iteration 40F: 3 clusters Score -2.599511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25995104.000000 Penalty: 6037.993652
	Iteration 41Q: 3 clusters Score -2.59951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25995104.000000 Penalty: 6037.993652
	Iteration 42F: 3 clusters Score -2.59951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Entering Unmasked Estep 
Score: -5741787.000000 Penalty: 2641.900879
	Iteration 0F: 2 clusters Score -5741787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5713231.500000 Penalty: 5283.801758
	Iteration 0F: 3 clusters Score -5713232 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5723710.500000 Penalty: 5283.801758
	Iteration 1F: 3 clusters Score -5723710 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5724165.500000 Penalty: 5283.801758
	Iteration 2Q: 3 clusters Score -5724166 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -5724622.000000 Penalty: 5283.801758
	Iteration 3Q: 3 clusters Score -5724622 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5725155.000000 Penalty: 5283.801758
	Iteration 4Q: 3 clusters Score -5725155 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5725804.000000 Penalty: 5283.801758
	Iteration 5Q: 3 clusters Score -5725804 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -5726722.500000 Penalty: 5283.801758
	Iteration 6Q: 3 clusters Score -5726722 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5728170.000000 Penalty: 5283.801758
	Iteration 7F: 3 clusters Score -5728170 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -5730150.500000 Penalty: 5283.801758
	Iteration 8F: 3 clusters Score -5730150 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5732621.000000 Penalty: 5283.801758
	Iteration 9F: 3 clusters Score -5732621 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5735135.000000 Penalty: 5283.801758
	Iteration 10F: 3 clusters Score -5735135 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5737176.500000 Penalty: 5283.801758
	Iteration 11F: 3 clusters Score -5737176 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5738451.000000 Penalty: 5283.801758
	Iteration 12Q: 3 clusters Score -5738451 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5739001.000000 Penalty: 5283.801758
	Iteration 13Q: 3 clusters Score -5739001 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5739214.500000 Penalty: 5283.801758
	Iteration 14Q: 3 clusters Score -5739214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5739326.000000 Penalty: 5283.801758
	Iteration 15Q: 3 clusters Score -5739326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5739388.500000 Penalty: 5283.801758
	Iteration 16Q: 3 clusters Score -5739388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5739412.000000 Penalty: 5283.801758
	Iteration 17Q: 3 clusters Score -5739412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5739425.500000 Penalty: 5283.801758
	Iteration 18Q: 3 clusters Score -5739426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5739439.000000 Penalty: 5283.801758
	Iteration 19Q: 3 clusters Score -5739439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5739444.500000 Penalty: 5283.801758
	Iteration 20F: 3 clusters Score -5739444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5739448.000000 Penalty: 5283.801758
	Iteration 21Q: 3 clusters Score -5739448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5739458.000000 Penalty: 5283.801758
	Iteration 22Q: 3 clusters Score -5739458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5739464.000000 Penalty: 5283.801758
	Iteration 23Q: 3 clusters Score -5739464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5739471.000000 Penalty: 5283.801758
	Iteration 24Q: 3 clusters Score -5739471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5739477.500000 Penalty: 5283.801758
	Iteration 25Q: 3 clusters Score -5739478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5739490.000000 Penalty: 5283.801758
	Iteration 26Q: 3 clusters Score -5739490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5739505.000000 Penalty: 5283.801758
	Iteration 27Q: 3 clusters Score -5739505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5739507.500000 Penalty: 5283.801758
	Iteration 28Q: 3 clusters Score -5739508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5739520.500000 Penalty: 5283.801758
	Iteration 29Q: 3 clusters Score -5739520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5739525.000000 Penalty: 5283.801758
	Iteration 30Q: 3 clusters Score -5739525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5739535.000000 Penalty: 5283.801758
	Iteration 31Q: 3 clusters Score -5739535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5739533.500000 Penalty: 5283.801758
	Iteration 32Q: 3 clusters Score -5739534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5739527.500000 Penalty: 5283.801758
	Iteration 33Q: 3 clusters Score -5739528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5739534.500000 Penalty: 5283.801758
	Iteration 34Q: 3 clusters Score -5739534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5739536.500000 Penalty: 5283.801758
	Iteration 35Q: 3 clusters Score -5739536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5739536.500000 Penalty: 5283.801758
	Iteration 36F: 3 clusters Score -5739536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -371726.437500 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -371726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -368579.062500 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -368579.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -369192.593750 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -369192.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -369359.781250 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -369359.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -369472.125000 Penalty: 3936.760742
	Iteration 3Q: 3 clusters Score -369472.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -369570.468750 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -369570.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -369666.656250 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -369666.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -369752.000000 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -369752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369822.750000 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -369822.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -369882.343750 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -369882.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -369916.968750 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -369917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -369960.218750 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -369960.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -369992.093750 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -369992.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -370025.000000 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -370025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370062.437500 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -370062.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -370092.062500 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -370092.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -370117.500000 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -370117.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -370140.406250 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -370140.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -370161.781250 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -370161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -370179.781250 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -370179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -370197.500000 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -370197.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -370212.250000 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -370212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -370228.937500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -370228.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -370237.281250 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -370237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370242.437500 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -370242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -370247.406250 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -370247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -370250.281250 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -370250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -370253.562500 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -370253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -370257.968750 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -370258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -370261.218750 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -370261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -370269.125000 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -370269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -370277.625000 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -370277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -370282.156250 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -370282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -370286.906250 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -370286.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -370293.343750 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -370293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -370297.593750 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -370297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -370303.750000 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -370303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -370306.968750 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -370307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370309.531250 Penalty: 3936.760742
	Iteration 37Q: 3 clusters Score -370309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370310.750000 Penalty: 3936.760742
	Iteration 38Q: 3 clusters Score -370310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -370311.687500 Penalty: 3936.760742
	Iteration 39Q: 3 clusters Score -370311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -370311.531250 Penalty: 3936.760742
	Iteration 40F: 3 clusters Score -370311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -370312.062500 Penalty: 3936.760742
	Iteration 41Q: 3 clusters Score -370312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -370312.406250 Penalty: 3936.760742
	Iteration 42Q: 3 clusters Score -370312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -370314.718750 Penalty: 3936.760742
	Iteration 43Q: 3 clusters Score -370314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -370318.062500 Penalty: 3936.760742
	Iteration 44Q: 3 clusters Score -370318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -370319.781250 Penalty: 3936.760742
	Iteration 45Q: 3 clusters Score -370319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -370320.406250 Penalty: 3936.760742
	Iteration 46Q: 3 clusters Score -370320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -370323.437500 Penalty: 3936.760742
	Iteration 47Q: 3 clusters Score -370323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -370325.312500 Penalty: 3936.760742
	Iteration 48Q: 3 clusters Score -370325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -370327.687500 Penalty: 3936.760742
	Iteration 49Q: 3 clusters Score -370327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -370331.093750 Penalty: 3936.760742
	Iteration 50Q: 3 clusters Score -370331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -370334.000000 Penalty: 3936.760742
	Iteration 51Q: 3 clusters Score -370334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -370337.750000 Penalty: 3936.760742
	Iteration 52Q: 3 clusters Score -370337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -370337.750000 Penalty: 3936.760742
	Iteration 53F: 3 clusters Score -370337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234986 members 
Entering Unmasked Estep 
Score: -31429318.000000 Penalty: 3067.085693
	Iteration 0F: 2 clusters Score -3.142932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -31281522.000000 Penalty: 6134.171387
	Iteration 0F: 3 clusters Score -3.128152e+07 nChanged 113757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -31349406.000000 Penalty: 6134.171387
	Iteration 1F: 3 clusters Score -3.134941e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -31350906.000000 Penalty: 6134.171387
	Iteration 2Q: 3 clusters Score -3.135091e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -31353368.000000 Penalty: 6134.171387
	Iteration 3Q: 3 clusters Score -3.135337e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 129873 members 
Entering Unmasked Estep 
Score: -31358096.000000 Penalty: 6134.171387
	Iteration 4Q: 3 clusters Score -3.13581e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -31365926.000000 Penalty: 6134.171387
	Iteration 5F: 3 clusters Score -3.136593e+07 nChanged 16783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -31378356.000000 Penalty: 6134.171387
	Iteration 6F: 3 clusters Score -3.137836e+07 nChanged 18177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 155545 members 
Entering Unmasked Estep 
Score: -31394152.000000 Penalty: 6134.171387
	Iteration 7F: 3 clusters Score -3.139415e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -31406748.000000 Penalty: 6134.171387
	Iteration 8F: 3 clusters Score -3.140675e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -31412668.000000 Penalty: 6134.171387
	Iteration 9Q: 3 clusters Score -3.141267e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 170954 members 
Entering Unmasked Estep 
Score: -31415648.000000 Penalty: 6134.171387
	Iteration 10Q: 3 clusters Score -3.141565e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -31418344.000000 Penalty: 6134.171387
	Iteration 11Q: 3 clusters Score -3.141834e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -31420830.000000 Penalty: 6134.171387
	Iteration 12Q: 3 clusters Score -3.142083e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 182272 members 
Entering Unmasked Estep 
Score: -31423318.000000 Penalty: 6134.171387
	Iteration 13Q: 3 clusters Score -3.142332e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 186363 members 
Entering Unmasked Estep 
Score: -31425200.000000 Penalty: 6134.171387
	Iteration 14Q: 3 clusters Score -3.14252e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 190468 members 
Entering Unmasked Estep 
Score: -31426832.000000 Penalty: 6134.171387
	Iteration 15Q: 3 clusters Score -3.142683e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -31428194.000000 Penalty: 6134.171387
	Iteration 16Q: 3 clusters Score -3.142819e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 198368 members 
Entering Unmasked Estep 
Score: -31428786.000000 Penalty: 6134.171387
	Iteration 17Q: 3 clusters Score -3.142879e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 201900 members 
Entering Unmasked Estep 
Score: -31429374.000000 Penalty: 6134.171387
	Iteration 18Q: 3 clusters Score -3.142937e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 205161 members 
Entering Unmasked Estep 
Score: -31429584.000000 Penalty: 6134.171387
	Iteration 19Q: 3 clusters Score -3.142958e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 208106 members 
Entering Unmasked Estep 
Score: -31429642.000000 Penalty: 6134.171387
	Iteration 20F: 3 clusters Score -3.142964e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 210707 members 
Entering Unmasked Estep 
Score: -31429738.000000 Penalty: 6134.171387
	Iteration 21Q: 3 clusters Score -3.142974e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 212979 members 
Entering Unmasked Estep 
Score: -31429840.000000 Penalty: 6134.171387
	Iteration 22Q: 3 clusters Score -3.142984e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 215002 members 
Entering Unmasked Estep 
Score: -31429710.000000 Penalty: 6134.171387
	Iteration 23Q: 3 clusters Score -3.142971e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -31429690.000000 Penalty: 6134.171387
	Iteration 24Q: 3 clusters Score -3.142969e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 218425 members 
Entering Unmasked Estep 
Score: -31429608.000000 Penalty: 6134.171387
	Iteration 25Q: 3 clusters Score -3.142961e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 219802 members 
Entering Unmasked Estep 
Score: -31429374.000000 Penalty: 6134.171387
	Iteration 26Q: 3 clusters Score -3.142937e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 221024 members 
Entering Unmasked Estep 
Score: -31429180.000000 Penalty: 6134.171387
	Iteration 27Q: 3 clusters Score -3.142918e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 222135 members 
Entering Unmasked Estep 
Score: -31429010.000000 Penalty: 6134.171387
	Iteration 28Q: 3 clusters Score -3.142901e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 223124 members 
Entering Unmasked Estep 
Score: -31428866.000000 Penalty: 6134.171387
	Iteration 29Q: 3 clusters Score -3.142887e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 224026 members 
Entering Unmasked Estep 
Score: -31428782.000000 Penalty: 6134.171387
	Iteration 30Q: 3 clusters Score -3.142878e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 224867 members 
Entering Unmasked Estep 
Score: -31428678.000000 Penalty: 6134.171387
	Iteration 31Q: 3 clusters Score -3.142868e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 225621 members 
Entering Unmasked Estep 
Score: -31428660.000000 Penalty: 6134.171387
	Iteration 32Q: 3 clusters Score -3.142866e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 226317 members 
Entering Unmasked Estep 
Score: -31428586.000000 Penalty: 6134.171387
	Iteration 33Q: 3 clusters Score -3.142859e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 226961 members 
Entering Unmasked Estep 
Score: -31428578.000000 Penalty: 6134.171387
	Iteration 34Q: 3 clusters Score -3.142858e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 227552 members 
Entering Unmasked Estep 
Score: -31428564.000000 Penalty: 6134.171387
	Iteration 35Q: 3 clusters Score -3.142856e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 228090 members 
Entering Unmasked Estep 
Score: -31428534.000000 Penalty: 6134.171387
	Iteration 36Q: 3 clusters Score -3.142853e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 228591 members 
Entering Unmasked Estep 
Score: -31428454.000000 Penalty: 6134.171387
	Iteration 37Q: 3 clusters Score -3.142845e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 229029 members 
Entering Unmasked Estep 
Score: -31428306.000000 Penalty: 6134.171387
	Iteration 38Q: 3 clusters Score -3.142831e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 229433 members 
Entering Unmasked Estep 
Score: -31428180.000000 Penalty: 6134.171387
	Iteration 39Q: 3 clusters Score -3.142818e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -31428146.000000 Penalty: 6134.171387
	Iteration 40F: 3 clusters Score -3.142815e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 230059 members 
Entering Unmasked Estep 
Score: -31428156.000000 Penalty: 6134.171387
	Iteration 41Q: 3 clusters Score -3.142816e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 230343 members 
Entering Unmasked Estep 
Score: -31428096.000000 Penalty: 6134.171387
	Iteration 42Q: 3 clusters Score -3.14281e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 230593 members 
Entering Unmasked Estep 
Score: -31428058.000000 Penalty: 6134.171387
	Iteration 43Q: 3 clusters Score -3.142806e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 230811 members 
Entering Unmasked Estep 
Score: -31427948.000000 Penalty: 6134.171387
	Iteration 44Q: 3 clusters Score -3.142795e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 230979 members 
Entering Unmasked Estep 
Score: -31427896.000000 Penalty: 6134.171387
	Iteration 45Q: 3 clusters Score -3.14279e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 231123 members 
Entering Unmasked Estep 
Score: -31427838.000000 Penalty: 6134.171387
	Iteration 46Q: 3 clusters Score -3.142784e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 231260 members 
Entering Unmasked Estep 
Score: -31427854.000000 Penalty: 6134.171387
	Iteration 47Q: 3 clusters Score -3.142785e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 231392 members 
Entering Unmasked Estep 
Score: -31427778.000000 Penalty: 6134.171387
	Iteration 48Q: 3 clusters Score -3.142778e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 231507 members 
Entering Unmasked Estep 
Score: -31427722.000000 Penalty: 6134.171387
	Iteration 49Q: 3 clusters Score -3.142772e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 231616 members 
Entering Unmasked Estep 
Score: -31427738.000000 Penalty: 6134.171387
	Iteration 50Q: 3 clusters Score -3.142774e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 231730 members 
Entering Unmasked Estep 
Score: -31427696.000000 Penalty: 6134.171387
	Iteration 51Q: 3 clusters Score -3.14277e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 231837 members 
Entering Unmasked Estep 
Score: -31427682.000000 Penalty: 6134.171387
	Iteration 52Q: 3 clusters Score -3.142768e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 231919 members 
Entering Unmasked Estep 
Score: -31427704.000000 Penalty: 6134.171387
	Iteration 53Q: 3 clusters Score -3.14277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 231998 members 
Entering Unmasked Estep 
Score: -31427674.000000 Penalty: 6134.171387
	Iteration 54Q: 3 clusters Score -3.142767e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -31427646.000000 Penalty: 6134.171387
	Iteration 55Q: 3 clusters Score -3.142765e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 232156 members 
Entering Unmasked Estep 
Score: -31427664.000000 Penalty: 6134.171387
	Iteration 56Q: 3 clusters Score -3.142766e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 232234 members 
Entering Unmasked Estep 
Score: -31427654.000000 Penalty: 6134.171387
	Iteration 57Q: 3 clusters Score -3.142765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 232305 members 
Entering Unmasked Estep 
Score: -31427626.000000 Penalty: 6134.171387
	Iteration 58Q: 3 clusters Score -3.142763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 232374 members 
Entering Unmasked Estep 
Score: -31427596.000000 Penalty: 6134.171387
	Iteration 59Q: 3 clusters Score -3.14276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 232441 members 
Entering Unmasked Estep 
Score: -31427620.000000 Penalty: 6134.171387
	Iteration 60F: 3 clusters Score -3.142762e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 232505 members 
Entering Unmasked Estep 
Score: -31427538.000000 Penalty: 6134.171387
	Iteration 61Q: 3 clusters Score -3.142754e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 232572 members 
Entering Unmasked Estep 
Score: -31427512.000000 Penalty: 6134.171387
	Iteration 62Q: 3 clusters Score -3.142751e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -31427448.000000 Penalty: 6134.171387
	Iteration 63Q: 3 clusters Score -3.142745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 232667 members 
Entering Unmasked Estep 
Score: -31427454.000000 Penalty: 6134.171387
	Iteration 64Q: 3 clusters Score -3.142745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -31427418.000000 Penalty: 6134.171387
	Iteration 65Q: 3 clusters Score -3.142742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -31427420.000000 Penalty: 6134.171387
	Iteration 66Q: 3 clusters Score -3.142742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 232784 members 
Entering Unmasked Estep 
Score: -31427420.000000 Penalty: 6134.171387
	Iteration 67Q: 3 clusters Score -3.142742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 232811 members 
Entering Unmasked Estep 
Score: -31427400.000000 Penalty: 6134.171387
	Iteration 68Q: 3 clusters Score -3.14274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 232831 members 
Entering Unmasked Estep 
Score: -31427402.000000 Penalty: 6134.171387
	Iteration 69Q: 3 clusters Score -3.14274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 232851 members 
Entering Unmasked Estep 
Score: -31427400.000000 Penalty: 6134.171387
	Iteration 70Q: 3 clusters Score -3.14274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 232874 members 
Entering Unmasked Estep 
Score: -31427430.000000 Penalty: 6134.171387
	Iteration 71Q: 3 clusters Score -3.142743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 232896 members 
Entering Unmasked Estep 
Score: -31427422.000000 Penalty: 6134.171387
	Iteration 72Q: 3 clusters Score -3.142742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 232916 members 
Entering Unmasked Estep 
Score: -31427406.000000 Penalty: 6134.171387
	Iteration 73Q: 3 clusters Score -3.142741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 232931 members 
Entering Unmasked Estep 
Score: -31427406.000000 Penalty: 6134.171387
	Iteration 74Q: 3 clusters Score -3.142741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 232945 members 
Entering Unmasked Estep 
Score: -31427440.000000 Penalty: 6134.171387
	Iteration 75Q: 3 clusters Score -3.142744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 232958 members 
Entering Unmasked Estep 
Score: -31427448.000000 Penalty: 6134.171387
	Iteration 76Q: 3 clusters Score -3.142745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 232968 members 
Entering Unmasked Estep 
Score: -31427428.000000 Penalty: 6134.171387
	Iteration 77Q: 3 clusters Score -3.142743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 232981 members 
Entering Unmasked Estep 
Score: -31427416.000000 Penalty: 6134.171387
	Iteration 78Q: 3 clusters Score -3.142742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 232990 members 
Entering Unmasked Estep 
Score: -31427428.000000 Penalty: 6134.171387
	Iteration 79Q: 3 clusters Score -3.142743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 233001 members 
Entering Unmasked Estep 
Score: -31427406.000000 Penalty: 6134.171387
	Iteration 80F: 3 clusters Score -3.142741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 233017 members 
Entering Unmasked Estep 
Score: -31427392.000000 Penalty: 6134.171387
	Iteration 81Q: 3 clusters Score -3.142739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 233033 members 
Entering Unmasked Estep 
Score: -31427398.000000 Penalty: 6134.171387
	Iteration 82Q: 3 clusters Score -3.14274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 233055 members 
Entering Unmasked Estep 
Score: -31427394.000000 Penalty: 6134.171387
	Iteration 83Q: 3 clusters Score -3.142739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 233072 members 
Entering Unmasked Estep 
Score: -31427388.000000 Penalty: 6134.171387
	Iteration 84Q: 3 clusters Score -3.142739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 233088 members 
Entering Unmasked Estep 
Score: -31427402.000000 Penalty: 6134.171387
	Iteration 85Q: 3 clusters Score -3.14274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 233106 members 
Entering Unmasked Estep 
Score: -31427410.000000 Penalty: 6134.171387
	Iteration 86Q: 3 clusters Score -3.142741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 233125 members 
Entering Unmasked Estep 
Score: -31427392.000000 Penalty: 6134.171387
	Iteration 87Q: 3 clusters Score -3.142739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 233152 members 
Entering Unmasked Estep 
Score: -31427404.000000 Penalty: 6134.171387
	Iteration 88Q: 3 clusters Score -3.14274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 233175 members 
Entering Unmasked Estep 
Score: -31427388.000000 Penalty: 6134.171387
	Iteration 89Q: 3 clusters Score -3.142739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 233200 members 
Entering Unmasked Estep 
Score: -31427344.000000 Penalty: 6134.171387
	Iteration 90Q: 3 clusters Score -3.142734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 233228 members 
Entering Unmasked Estep 
Score: -31427358.000000 Penalty: 6134.171387
	Iteration 91Q: 3 clusters Score -3.142736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 233256 members 
Entering Unmasked Estep 
Score: -31427342.000000 Penalty: 6134.171387
	Iteration 92Q: 3 clusters Score -3.142734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 233283 members 
Entering Unmasked Estep 
Score: -31427336.000000 Penalty: 6134.171387
	Iteration 93Q: 3 clusters Score -3.142734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 233299 members 
Entering Unmasked Estep 
Score: -31427346.000000 Penalty: 6134.171387
	Iteration 94Q: 3 clusters Score -3.142735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 233315 members 
Entering Unmasked Estep 
Score: -31427360.000000 Penalty: 6134.171387
	Iteration 95Q: 3 clusters Score -3.142736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 233331 members 
Entering Unmasked Estep 
Score: -31427362.000000 Penalty: 6134.171387
	Iteration 96Q: 3 clusters Score -3.142736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 233347 members 
Entering Unmasked Estep 
Score: -31427344.000000 Penalty: 6134.171387
	Iteration 97Q: 3 clusters Score -3.142734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 233359 members 
Entering Unmasked Estep 
Score: -31427358.000000 Penalty: 6134.171387
	Iteration 98Q: 3 clusters Score -3.142736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 233370 members 
Entering Unmasked Estep 
Score: -31427346.000000 Penalty: 6134.171387
	Iteration 99Q: 3 clusters Score -3.142735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 233382 members 
Entering Unmasked Estep 
Score: -31427370.000000 Penalty: 6134.171387
	Iteration 100F: 3 clusters Score -3.142737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 233389 members 
Entering Unmasked Estep 
Score: -31427346.000000 Penalty: 6134.171387
	Iteration 101Q: 3 clusters Score -3.142735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 233399 members 
Entering Unmasked Estep 
Score: -31427338.000000 Penalty: 6134.171387
	Iteration 102Q: 3 clusters Score -3.142734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 233409 members 
Entering Unmasked Estep 
Score: -31427314.000000 Penalty: 6134.171387
	Iteration 103Q: 3 clusters Score -3.142731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 233417 members 
Entering Unmasked Estep 
Score: -31427330.000000 Penalty: 6134.171387
	Iteration 104Q: 3 clusters Score -3.142733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 233425 members 
Entering Unmasked Estep 
Score: -31427356.000000 Penalty: 6134.171387
	Iteration 105Q: 3 clusters Score -3.142736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 233433 members 
Entering Unmasked Estep 
Score: -31427364.000000 Penalty: 6134.171387
	Iteration 106Q: 3 clusters Score -3.142736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 233437 members 
Entering Unmasked Estep 
Score: -31427362.000000 Penalty: 6134.171387
	Iteration 107Q: 3 clusters Score -3.142736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 233440 members 
Entering Unmasked Estep 
Score: -31427326.000000 Penalty: 6134.171387
	Iteration 108Q: 3 clusters Score -3.142733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 233443 members 
Entering Unmasked Estep 
Score: -31427342.000000 Penalty: 6134.171387
	Iteration 109Q: 3 clusters Score -3.142734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 233448 members 
Entering Unmasked Estep 
Score: -31427340.000000 Penalty: 6134.171387
	Iteration 110Q: 3 clusters Score -3.142734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 233450 members 
Entering Unmasked Estep 
Score: -31427330.000000 Penalty: 6134.171387
	Iteration 111Q: 3 clusters Score -3.142733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 233453 members 
Entering Unmasked Estep 
Score: -31427370.000000 Penalty: 6134.171387
	Iteration 112Q: 3 clusters Score -3.142737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 233455 members 
Entering Unmasked Estep 
Score: -31427342.000000 Penalty: 6134.171387
	Iteration 113Q: 3 clusters Score -3.142734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 233455 members 
Entering Unmasked Estep 
Score: -31427346.000000 Penalty: 6134.171387
	Iteration 114Q: 3 clusters Score -3.142735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 233456 members 
Entering Unmasked Estep 
Score: -31427344.000000 Penalty: 6134.171387
	Iteration 115Q: 3 clusters Score -3.142734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 233459 members 
Entering Unmasked Estep 
Score: -31427346.000000 Penalty: 6134.171387
	Iteration 116Q: 3 clusters Score -3.142735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 233461 members 
Entering Unmasked Estep 
Score: -31427364.000000 Penalty: 6134.171387
	Iteration 117Q: 3 clusters Score -3.142736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 233464 members 
Entering Unmasked Estep 
Score: -31427364.000000 Penalty: 6134.171387
	Iteration 118Q: 3 clusters Score -3.142736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 233466 members 
Entering Unmasked Estep 
Score: -31427362.000000 Penalty: 6134.171387
	Iteration 119Q: 3 clusters Score -3.142736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 233466 members 
Entering Unmasked Estep 
Score: -31427362.000000 Penalty: 6134.171387
	Iteration 120F: 3 clusters Score -3.142736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112638.796875 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112638.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113152.945312 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113152.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113409.679688 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113409.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113581.796875 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113581.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -113779.835938 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113779.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -114041.234375 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -114041.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114394.171875 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -114394.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -114471.476562 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -114497.648438 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114514.164062 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -114528.101562 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -114528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -114539.906250 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -114539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -114549.101562 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -114549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -114555.328125 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -114555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -114568.593750 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -114568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -114580.679688 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -114580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114582.046875 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -114582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114583.250000 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -114583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114583.250000 Penalty: 3389.183594
	Iteration 18F: 3 clusters Score -114583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193566 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234986 members 
Mstep: Class 5 contains 107 members 
Mstep: Class 6 contains 100337 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75052 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155254 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 175294 members 
Mstep: Class 15 contains 39022 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 65970 members 
Mstep: Class 21 contains 18029 members 
Mstep: Class 22 contains 174232 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368672.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180370144.000000 to -180368672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Entering Unmasked Estep 
Score: -13585531.000000 Penalty: 2856.039795
	Iteration 0F: 2 clusters Score -1.358553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -13518117.000000 Penalty: 5712.079590
	Iteration 0F: 3 clusters Score -1.351812e+07 nChanged 47479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -13545401.000000 Penalty: 5712.079590
	Iteration 1F: 3 clusters Score -1.35454e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -13546622.000000 Penalty: 5712.079590
	Iteration 2Q: 3 clusters Score -1.354662e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -13548159.000000 Penalty: 5712.079590
	Iteration 3Q: 3 clusters Score -1.354816e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -13550682.000000 Penalty: 5712.079590
	Iteration 4Q: 3 clusters Score -1.355068e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -13554334.000000 Penalty: 5712.079590
	Iteration 5F: 3 clusters Score -1.355433e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -13558961.000000 Penalty: 5712.079590
	Iteration 6F: 3 clusters Score -1.355896e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -13563750.000000 Penalty: 5712.079590
	Iteration 7F: 3 clusters Score -1.356375e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -13567898.000000 Penalty: 5712.079590
	Iteration 8F: 3 clusters Score -1.35679e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -13570580.000000 Penalty: 5712.079590
	Iteration 9Q: 3 clusters Score -1.357058e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -13572039.000000 Penalty: 5712.079590
	Iteration 10Q: 3 clusters Score -1.357204e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -13572918.000000 Penalty: 5712.079590
	Iteration 11Q: 3 clusters Score -1.357292e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -13573492.000000 Penalty: 5712.079590
	Iteration 12Q: 3 clusters Score -1.357349e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -13573958.000000 Penalty: 5712.079590
	Iteration 13Q: 3 clusters Score -1.357396e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -13574538.000000 Penalty: 5712.079590
	Iteration 14Q: 3 clusters Score -1.357454e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -13575065.000000 Penalty: 5712.079590
	Iteration 15Q: 3 clusters Score -1.357506e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -13575558.000000 Penalty: 5712.079590
	Iteration 16Q: 3 clusters Score -1.357556e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -13576165.000000 Penalty: 5712.079590
	Iteration 17Q: 3 clusters Score -1.357616e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -13576814.000000 Penalty: 5712.079590
	Iteration 18Q: 3 clusters Score -1.357681e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -13577384.000000 Penalty: 5712.079590
	Iteration 19Q: 3 clusters Score -1.357738e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -13577909.000000 Penalty: 5712.079590
	Iteration 20F: 3 clusters Score -1.357791e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -13578461.000000 Penalty: 5712.079590
	Iteration 21Q: 3 clusters Score -1.357846e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -13579062.000000 Penalty: 5712.079590
	Iteration 22Q: 3 clusters Score -1.357906e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -13579628.000000 Penalty: 5712.079590
	Iteration 23Q: 3 clusters Score -1.357963e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -13580196.000000 Penalty: 5712.079590
	Iteration 24Q: 3 clusters Score -1.35802e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -13580670.000000 Penalty: 5712.079590
	Iteration 25Q: 3 clusters Score -1.358067e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -13581042.000000 Penalty: 5712.079590
	Iteration 26Q: 3 clusters Score -1.358104e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -13581431.000000 Penalty: 5712.079590
	Iteration 27Q: 3 clusters Score -1.358143e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13581756.000000 Penalty: 5712.079590
	Iteration 28Q: 3 clusters Score -1.358176e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -13582016.000000 Penalty: 5712.079590
	Iteration 29Q: 3 clusters Score -1.358202e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13582205.000000 Penalty: 5712.079590
	Iteration 30Q: 3 clusters Score -1.35822e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13582388.000000 Penalty: 5712.079590
	Iteration 31Q: 3 clusters Score -1.358239e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -13582465.000000 Penalty: 5712.079590
	Iteration 32Q: 3 clusters Score -1.358246e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13582570.000000 Penalty: 5712.079590
	Iteration 33Q: 3 clusters Score -1.358257e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13582633.000000 Penalty: 5712.079590
	Iteration 34Q: 3 clusters Score -1.358263e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13582733.000000 Penalty: 5712.079590
	Iteration 35Q: 3 clusters Score -1.358273e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13582791.000000 Penalty: 5712.079590
	Iteration 36Q: 3 clusters Score -1.358279e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13582844.000000 Penalty: 5712.079590
	Iteration 37Q: 3 clusters Score -1.358284e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13582875.000000 Penalty: 5712.079590
	Iteration 38Q: 3 clusters Score -1.358288e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13582928.000000 Penalty: 5712.079590
	Iteration 39Q: 3 clusters Score -1.358293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13582976.000000 Penalty: 5712.079590
	Iteration 40F: 3 clusters Score -1.358298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13582989.000000 Penalty: 5712.079590
	Iteration 41Q: 3 clusters Score -1.358299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13583001.000000 Penalty: 5712.079590
	Iteration 42Q: 3 clusters Score -1.3583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13583004.000000 Penalty: 5712.079590
	Iteration 43Q: 3 clusters Score -1.3583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -13583033.000000 Penalty: 5712.079590
	Iteration 44Q: 3 clusters Score -1.358303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13583043.000000 Penalty: 5712.079590
	Iteration 45Q: 3 clusters Score -1.358304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13583061.000000 Penalty: 5712.079590
	Iteration 46Q: 3 clusters Score -1.358306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13583060.000000 Penalty: 5712.079590
	Iteration 47Q: 3 clusters Score -1.358306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13583068.000000 Penalty: 5712.079590
	Iteration 48Q: 3 clusters Score -1.358307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13583070.000000 Penalty: 5712.079590
	Iteration 49Q: 3 clusters Score -1.358307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13583069.000000 Penalty: 5712.079590
	Iteration 50Q: 3 clusters Score -1.358307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13583067.000000 Penalty: 5712.079590
	Iteration 51Q: 3 clusters Score -1.358307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -13583076.000000 Penalty: 5712.079590
	Iteration 52Q: 3 clusters Score -1.358308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13583073.000000 Penalty: 5712.079590
	Iteration 53Q: 3 clusters Score -1.358307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13583083.000000 Penalty: 5712.079590
	Iteration 54Q: 3 clusters Score -1.358308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13583081.000000 Penalty: 5712.079590
	Iteration 55Q: 3 clusters Score -1.358308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13583077.000000 Penalty: 5712.079590
	Iteration 56Q: 3 clusters Score -1.358308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13583077.000000 Penalty: 5712.079590
	Iteration 57F: 3 clusters Score -1.358308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 341 members 
Entering Unmasked Estep 
Score: -79720.109375 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79720.11 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79951.867188 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -79951.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80076.132812 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80076.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80178.109375 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -80178.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80286.578125 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80286.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80461.140625 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80461.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80587.054688 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80587.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80763.453125 Penalty: 3231.297607
	Iteration 7F: 3 clusters Score -80763.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80950.000000 Penalty: 3231.297607
	Iteration 8F: 3 clusters Score -80950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81032.007812 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -81032.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81135.101562 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -81135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -81194.382812 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -81194.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81243.289062 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81243.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81285.179688 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -81285.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81324.046875 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81324.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81359.132812 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -81359.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81376.492188 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -81376.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -81389.734375 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -81389.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81399.500000 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -81399.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81399.500000 Penalty: 3231.297607
	Iteration 19F: 3 clusters Score -81399.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193566 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234986 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100337 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 75052 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155254 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 175294 members 
Mstep: Class 15 contains 39022 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 65970 members 
Mstep: Class 21 contains 18029 members 
Mstep: Class 22 contains 174232 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368464.000000 Penalty: 80602.570312
Splitting cluster 7 changes total score from -180370144.000000 to -180368464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (75052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Entering Unmasked Estep 
Score: -10201446.000000 Penalty: 2784.032227
	Iteration 0F: 2 clusters Score -1.020145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -10151068.000000 Penalty: 5568.064453
	Iteration 0F: 3 clusters Score -1.015107e+07 nChanged 35240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -10171456.000000 Penalty: 5568.064453
	Iteration 1F: 3 clusters Score -1.017146e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -10172891.000000 Penalty: 5568.064453
	Iteration 2Q: 3 clusters Score -1.017289e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -10175333.000000 Penalty: 5568.064453
	Iteration 3F: 3 clusters Score -1.017533e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -10179413.000000 Penalty: 5568.064453
	Iteration 4F: 3 clusters Score -1.017941e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -10185043.000000 Penalty: 5568.064453
	Iteration 5F: 3 clusters Score -1.018504e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -10191205.000000 Penalty: 5568.064453
	Iteration 6F: 3 clusters Score -1.01912e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10195428.000000 Penalty: 5568.064453
	Iteration 7F: 3 clusters Score -1.019543e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10197510.000000 Penalty: 5568.064453
	Iteration 8Q: 3 clusters Score -1.019751e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10198346.000000 Penalty: 5568.064453
	Iteration 9Q: 3 clusters Score -1.019835e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10198691.000000 Penalty: 5568.064453
	Iteration 10Q: 3 clusters Score -1.019869e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10198902.000000 Penalty: 5568.064453
	Iteration 11Q: 3 clusters Score -1.01989e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10198986.000000 Penalty: 5568.064453
	Iteration 12Q: 3 clusters Score -1.019899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10199037.000000 Penalty: 5568.064453
	Iteration 13Q: 3 clusters Score -1.019904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10199064.000000 Penalty: 5568.064453
	Iteration 14Q: 3 clusters Score -1.019906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10199098.000000 Penalty: 5568.064453
	Iteration 15Q: 3 clusters Score -1.01991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10199111.000000 Penalty: 5568.064453
	Iteration 16Q: 3 clusters Score -1.019911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10199116.000000 Penalty: 5568.064453
	Iteration 17Q: 3 clusters Score -1.019912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10199133.000000 Penalty: 5568.064453
	Iteration 18Q: 3 clusters Score -1.019913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10199151.000000 Penalty: 5568.064453
	Iteration 19Q: 3 clusters Score -1.019915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10199154.000000 Penalty: 5568.064453
	Iteration 20F: 3 clusters Score -1.019915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10199148.000000 Penalty: 5568.064453
	Iteration 21Q: 3 clusters Score -1.019915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10199148.000000 Penalty: 5568.064453
	Iteration 22F: 3 clusters Score -1.019915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117210.906250 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117210.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117495.671875 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117495.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117630.648438 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117630.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117701.679688 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -117701.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117741.960938 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117776.789062 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -117776.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117806.148438 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -117806.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117828.273438 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -117828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117853.265625 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -117853.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117884.429688 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -117884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117917.757812 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -117917.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117963.531250 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -117963.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118020.414062 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118020.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118070.968750 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118149.492188 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118149.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118315.343750 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -118315.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118434.039062 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -118434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118506.835938 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -118506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -118551.093750 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118590.132812 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118590.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118622.601562 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118622.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118650.117188 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -118650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118675.851562 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -118675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118699.031250 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -118699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118710.679688 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -118710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118716.195312 Penalty: 3420.258789
	Iteration 25Q: 3 clusters Score -118716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118725.882812 Penalty: 3420.258789
	Iteration 26Q: 3 clusters Score -118725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118726.289062 Penalty: 3420.258789
	Iteration 27Q: 3 clusters Score -118726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118728.117188 Penalty: 3420.258789
	Iteration 28Q: 3 clusters Score -118728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118728.117188 Penalty: 3420.258789
	Iteration 29F: 3 clusters Score -118728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Entering Unmasked Estep 
Score: -20903884.000000 Penalty: 2964.298828
	Iteration 0F: 2 clusters Score -2.090388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -20803202.000000 Penalty: 5928.597656
	Iteration 0F: 3 clusters Score -2.08032e+07 nChanged 74086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -20845892.000000 Penalty: 5928.597656
	Iteration 1F: 3 clusters Score -2.084589e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -20846724.000000 Penalty: 5928.597656
	Iteration 2Q: 3 clusters Score -2.084672e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -20847664.000000 Penalty: 5928.597656
	Iteration 3Q: 3 clusters Score -2.084766e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -20848980.000000 Penalty: 5928.597656
	Iteration 4Q: 3 clusters Score -2.084898e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -20850818.000000 Penalty: 5928.597656
	Iteration 5Q: 3 clusters Score -2.085082e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -20853828.000000 Penalty: 5928.597656
	Iteration 6Q: 3 clusters Score -2.085383e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -20858696.000000 Penalty: 5928.597656
	Iteration 7F: 3 clusters Score -2.08587e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -20867162.000000 Penalty: 5928.597656
	Iteration 8F: 3 clusters Score -2.086716e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -20879218.000000 Penalty: 5928.597656
	Iteration 9F: 3 clusters Score -2.087922e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -20888806.000000 Penalty: 5928.597656
	Iteration 10F: 3 clusters Score -2.088881e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -20893418.000000 Penalty: 5928.597656
	Iteration 11Q: 3 clusters Score -2.089342e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -20895744.000000 Penalty: 5928.597656
	Iteration 12Q: 3 clusters Score -2.089574e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -20897384.000000 Penalty: 5928.597656
	Iteration 13Q: 3 clusters Score -2.089738e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -20898394.000000 Penalty: 5928.597656
	Iteration 14Q: 3 clusters Score -2.089839e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -20899072.000000 Penalty: 5928.597656
	Iteration 15Q: 3 clusters Score -2.089907e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -20899456.000000 Penalty: 5928.597656
	Iteration 16Q: 3 clusters Score -2.089946e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -20899580.000000 Penalty: 5928.597656
	Iteration 17Q: 3 clusters Score -2.089958e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -20899822.000000 Penalty: 5928.597656
	Iteration 18Q: 3 clusters Score -2.089982e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -20900024.000000 Penalty: 5928.597656
	Iteration 19Q: 3 clusters Score -2.090002e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -20900122.000000 Penalty: 5928.597656
	Iteration 20F: 3 clusters Score -2.090012e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -20900238.000000 Penalty: 5928.597656
	Iteration 21Q: 3 clusters Score -2.090024e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -20900324.000000 Penalty: 5928.597656
	Iteration 22Q: 3 clusters Score -2.090032e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -20900418.000000 Penalty: 5928.597656
	Iteration 23Q: 3 clusters Score -2.090042e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -20900512.000000 Penalty: 5928.597656
	Iteration 24Q: 3 clusters Score -2.090051e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -20900554.000000 Penalty: 5928.597656
	Iteration 25Q: 3 clusters Score -2.090055e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -20900648.000000 Penalty: 5928.597656
	Iteration 26Q: 3 clusters Score -2.090065e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -20900692.000000 Penalty: 5928.597656
	Iteration 27Q: 3 clusters Score -2.090069e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -20900786.000000 Penalty: 5928.597656
	Iteration 28Q: 3 clusters Score -2.090079e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -20900838.000000 Penalty: 5928.597656
	Iteration 29Q: 3 clusters Score -2.090084e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -20900852.000000 Penalty: 5928.597656
	Iteration 30Q: 3 clusters Score -2.090085e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -20900860.000000 Penalty: 5928.597656
	Iteration 31Q: 3 clusters Score -2.090086e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111226 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -20900900.000000 Penalty: 5928.597656
	Iteration 32Q: 3 clusters Score -2.09009e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -20900902.000000 Penalty: 5928.597656
	Iteration 33Q: 3 clusters Score -2.09009e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -20900926.000000 Penalty: 5928.597656
	Iteration 34Q: 3 clusters Score -2.090093e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -20900938.000000 Penalty: 5928.597656
	Iteration 35Q: 3 clusters Score -2.090094e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -20901004.000000 Penalty: 5928.597656
	Iteration 36Q: 3 clusters Score -2.0901e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -20901066.000000 Penalty: 5928.597656
	Iteration 37Q: 3 clusters Score -2.090107e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -20901082.000000 Penalty: 5928.597656
	Iteration 38Q: 3 clusters Score -2.090108e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -20901108.000000 Penalty: 5928.597656
	Iteration 39Q: 3 clusters Score -2.090111e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -20901152.000000 Penalty: 5928.597656
	Iteration 40F: 3 clusters Score -2.090115e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -20901158.000000 Penalty: 5928.597656
	Iteration 41Q: 3 clusters Score -2.090116e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -20901214.000000 Penalty: 5928.597656
	Iteration 42Q: 3 clusters Score -2.090121e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -20901236.000000 Penalty: 5928.597656
	Iteration 43Q: 3 clusters Score -2.090124e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -20901274.000000 Penalty: 5928.597656
	Iteration 44Q: 3 clusters Score -2.090127e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -20901282.000000 Penalty: 5928.597656
	Iteration 45Q: 3 clusters Score -2.090128e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -20901298.000000 Penalty: 5928.597656
	Iteration 46Q: 3 clusters Score -2.09013e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -20901336.000000 Penalty: 5928.597656
	Iteration 47Q: 3 clusters Score -2.090134e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -20901362.000000 Penalty: 5928.597656
	Iteration 48Q: 3 clusters Score -2.090136e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -20901370.000000 Penalty: 5928.597656
	Iteration 49Q: 3 clusters Score -2.090137e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -20901404.000000 Penalty: 5928.597656
	Iteration 50Q: 3 clusters Score -2.09014e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -20901428.000000 Penalty: 5928.597656
	Iteration 51Q: 3 clusters Score -2.090143e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116798 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -20901428.000000 Penalty: 5928.597656
	Iteration 52Q: 3 clusters Score -2.090143e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117028 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -20901426.000000 Penalty: 5928.597656
	Iteration 53Q: 3 clusters Score -2.090143e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -20901432.000000 Penalty: 5928.597656
	Iteration 54Q: 3 clusters Score -2.090143e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -20901430.000000 Penalty: 5928.597656
	Iteration 55Q: 3 clusters Score -2.090143e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -20901494.000000 Penalty: 5928.597656
	Iteration 56Q: 3 clusters Score -2.090149e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -20901518.000000 Penalty: 5928.597656
	Iteration 57Q: 3 clusters Score -2.090152e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -20901548.000000 Penalty: 5928.597656
	Iteration 58Q: 3 clusters Score -2.090155e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -20901582.000000 Penalty: 5928.597656
	Iteration 59Q: 3 clusters Score -2.090158e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -20901564.000000 Penalty: 5928.597656
	Iteration 60F: 3 clusters Score -2.090156e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118529 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -20901606.000000 Penalty: 5928.597656
	Iteration 61Q: 3 clusters Score -2.090161e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -20901634.000000 Penalty: 5928.597656
	Iteration 62Q: 3 clusters Score -2.090163e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118834 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -20901692.000000 Penalty: 5928.597656
	Iteration 63Q: 3 clusters Score -2.090169e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -20901662.000000 Penalty: 5928.597656
	Iteration 64Q: 3 clusters Score -2.090166e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -20901672.000000 Penalty: 5928.597656
	Iteration 65Q: 3 clusters Score -2.090167e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -20901678.000000 Penalty: 5928.597656
	Iteration 66Q: 3 clusters Score -2.090168e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -20901662.000000 Penalty: 5928.597656
	Iteration 67Q: 3 clusters Score -2.090166e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -20901610.000000 Penalty: 5928.597656
	Iteration 68Q: 3 clusters Score -2.090161e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -20901606.000000 Penalty: 5928.597656
	Iteration 69Q: 3 clusters Score -2.090161e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -20901616.000000 Penalty: 5928.597656
	Iteration 70Q: 3 clusters Score -2.090162e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -20901628.000000 Penalty: 5928.597656
	Iteration 71Q: 3 clusters Score -2.090163e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -20901678.000000 Penalty: 5928.597656
	Iteration 72Q: 3 clusters Score -2.090168e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120012 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -20901662.000000 Penalty: 5928.597656
	Iteration 73Q: 3 clusters Score -2.090166e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -20901698.000000 Penalty: 5928.597656
	Iteration 74Q: 3 clusters Score -2.09017e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -20901698.000000 Penalty: 5928.597656
	Iteration 75Q: 3 clusters Score -2.09017e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -20901684.000000 Penalty: 5928.597656
	Iteration 76Q: 3 clusters Score -2.090168e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120426 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -20901712.000000 Penalty: 5928.597656
	Iteration 77Q: 3 clusters Score -2.090171e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120540 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -20901692.000000 Penalty: 5928.597656
	Iteration 78Q: 3 clusters Score -2.090169e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -20901692.000000 Penalty: 5928.597656
	Iteration 79Q: 3 clusters Score -2.090169e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -20901694.000000 Penalty: 5928.597656
	Iteration 80F: 3 clusters Score -2.090169e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -20901732.000000 Penalty: 5928.597656
	Iteration 81Q: 3 clusters Score -2.090173e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -20901738.000000 Penalty: 5928.597656
	Iteration 82Q: 3 clusters Score -2.090174e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -20901742.000000 Penalty: 5928.597656
	Iteration 83Q: 3 clusters Score -2.090174e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -20901732.000000 Penalty: 5928.597656
	Iteration 84Q: 3 clusters Score -2.090173e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -20901748.000000 Penalty: 5928.597656
	Iteration 85Q: 3 clusters Score -2.090175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121515 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -20901764.000000 Penalty: 5928.597656
	Iteration 86Q: 3 clusters Score -2.090176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -20901740.000000 Penalty: 5928.597656
	Iteration 87Q: 3 clusters Score -2.090174e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -20901774.000000 Penalty: 5928.597656
	Iteration 88Q: 3 clusters Score -2.090177e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -20901798.000000 Penalty: 5928.597656
	Iteration 89Q: 3 clusters Score -2.09018e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -20901760.000000 Penalty: 5928.597656
	Iteration 90Q: 3 clusters Score -2.090176e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122075 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -20901760.000000 Penalty: 5928.597656
	Iteration 91Q: 3 clusters Score -2.090176e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -20901762.000000 Penalty: 5928.597656
	Iteration 92Q: 3 clusters Score -2.090176e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -20901726.000000 Penalty: 5928.597656
	Iteration 93Q: 3 clusters Score -2.090173e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -20901740.000000 Penalty: 5928.597656
	Iteration 94Q: 3 clusters Score -2.090174e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -20901704.000000 Penalty: 5928.597656
	Iteration 95Q: 3 clusters Score -2.09017e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -20901676.000000 Penalty: 5928.597656
	Iteration 96Q: 3 clusters Score -2.090168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -20901718.000000 Penalty: 5928.597656
	Iteration 97Q: 3 clusters Score -2.090172e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -20901704.000000 Penalty: 5928.597656
	Iteration 98Q: 3 clusters Score -2.09017e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -20901706.000000 Penalty: 5928.597656
	Iteration 99Q: 3 clusters Score -2.090171e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -20901738.000000 Penalty: 5928.597656
	Iteration 100F: 3 clusters Score -2.090174e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123119 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -20901796.000000 Penalty: 5928.597656
	Iteration 101Q: 3 clusters Score -2.09018e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -20901818.000000 Penalty: 5928.597656
	Iteration 102Q: 3 clusters Score -2.090182e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -20901774.000000 Penalty: 5928.597656
	Iteration 103Q: 3 clusters Score -2.090177e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -20901770.000000 Penalty: 5928.597656
	Iteration 104Q: 3 clusters Score -2.090177e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -20901766.000000 Penalty: 5928.597656
	Iteration 105Q: 3 clusters Score -2.090177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -20901768.000000 Penalty: 5928.597656
	Iteration 106Q: 3 clusters Score -2.090177e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -20901752.000000 Penalty: 5928.597656
	Iteration 107Q: 3 clusters Score -2.090175e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -20901754.000000 Penalty: 5928.597656
	Iteration 108Q: 3 clusters Score -2.090175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124044 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -20901752.000000 Penalty: 5928.597656
	Iteration 109Q: 3 clusters Score -2.090175e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -20901744.000000 Penalty: 5928.597656
	Iteration 110Q: 3 clusters Score -2.090174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -20901748.000000 Penalty: 5928.597656
	Iteration 111Q: 3 clusters Score -2.090175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -20901742.000000 Penalty: 5928.597656
	Iteration 112Q: 3 clusters Score -2.090174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -20901746.000000 Penalty: 5928.597656
	Iteration 113Q: 3 clusters Score -2.090175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -20901774.000000 Penalty: 5928.597656
	Iteration 114Q: 3 clusters Score -2.090177e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124514 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -20901782.000000 Penalty: 5928.597656
	Iteration 115Q: 3 clusters Score -2.090178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -20901792.000000 Penalty: 5928.597656
	Iteration 116Q: 3 clusters Score -2.090179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -20901810.000000 Penalty: 5928.597656
	Iteration 117Q: 3 clusters Score -2.090181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -20901804.000000 Penalty: 5928.597656
	Iteration 118Q: 3 clusters Score -2.09018e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124764 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -20901824.000000 Penalty: 5928.597656
	Iteration 119Q: 3 clusters Score -2.090182e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -20901840.000000 Penalty: 5928.597656
	Iteration 120F: 3 clusters Score -2.090184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124909 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -20901844.000000 Penalty: 5928.597656
	Iteration 121Q: 3 clusters Score -2.090184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -20901820.000000 Penalty: 5928.597656
	Iteration 122Q: 3 clusters Score -2.090182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -20901828.000000 Penalty: 5928.597656
	Iteration 123Q: 3 clusters Score -2.090183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125083 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -20901840.000000 Penalty: 5928.597656
	Iteration 124Q: 3 clusters Score -2.090184e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -20901858.000000 Penalty: 5928.597656
	Iteration 125Q: 3 clusters Score -2.090186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -20901868.000000 Penalty: 5928.597656
	Iteration 126Q: 3 clusters Score -2.090187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -20901880.000000 Penalty: 5928.597656
	Iteration 127Q: 3 clusters Score -2.090188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -20901888.000000 Penalty: 5928.597656
	Iteration 128Q: 3 clusters Score -2.090189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -20901884.000000 Penalty: 5928.597656
	Iteration 129Q: 3 clusters Score -2.090188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -20901880.000000 Penalty: 5928.597656
	Iteration 130Q: 3 clusters Score -2.090188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -20901864.000000 Penalty: 5928.597656
	Iteration 131Q: 3 clusters Score -2.090186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -20901878.000000 Penalty: 5928.597656
	Iteration 132Q: 3 clusters Score -2.090188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -20901876.000000 Penalty: 5928.597656
	Iteration 133Q: 3 clusters Score -2.090188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125498 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -20901878.000000 Penalty: 5928.597656
	Iteration 134Q: 3 clusters Score -2.090188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -20901860.000000 Penalty: 5928.597656
	Iteration 135Q: 3 clusters Score -2.090186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125591 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -20901846.000000 Penalty: 5928.597656
	Iteration 136Q: 3 clusters Score -2.090185e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -20901840.000000 Penalty: 5928.597656
	Iteration 137Q: 3 clusters Score -2.090184e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -20901848.000000 Penalty: 5928.597656
	Iteration 138Q: 3 clusters Score -2.090185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -20901858.000000 Penalty: 5928.597656
	Iteration 139Q: 3 clusters Score -2.090186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -20901874.000000 Penalty: 5928.597656
	Iteration 140F: 3 clusters Score -2.090187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -20901872.000000 Penalty: 5928.597656
	Iteration 141Q: 3 clusters Score -2.090187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125841 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -20901854.000000 Penalty: 5928.597656
	Iteration 142Q: 3 clusters Score -2.090185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -20901854.000000 Penalty: 5928.597656
	Iteration 143Q: 3 clusters Score -2.090185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -20901866.000000 Penalty: 5928.597656
	Iteration 144Q: 3 clusters Score -2.090187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -20901880.000000 Penalty: 5928.597656
	Iteration 145Q: 3 clusters Score -2.090188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -20901900.000000 Penalty: 5928.597656
	Iteration 146Q: 3 clusters Score -2.09019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -20901922.000000 Penalty: 5928.597656
	Iteration 147Q: 3 clusters Score -2.090192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126048 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -20901942.000000 Penalty: 5928.597656
	Iteration 148Q: 3 clusters Score -2.090194e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -20901970.000000 Penalty: 5928.597656
	Iteration 149Q: 3 clusters Score -2.090197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126142 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -20901968.000000 Penalty: 5928.597656
	Iteration 150Q: 3 clusters Score -2.090197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -20901958.000000 Penalty: 5928.597656
	Iteration 151Q: 3 clusters Score -2.090196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -20901954.000000 Penalty: 5928.597656
	Iteration 152Q: 3 clusters Score -2.090195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -20901972.000000 Penalty: 5928.597656
	Iteration 153Q: 3 clusters Score -2.090197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -20901974.000000 Penalty: 5928.597656
	Iteration 154Q: 3 clusters Score -2.090197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126367 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -20901978.000000 Penalty: 5928.597656
	Iteration 155Q: 3 clusters Score -2.090198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -20901956.000000 Penalty: 5928.597656
	Iteration 156Q: 3 clusters Score -2.090196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -20901940.000000 Penalty: 5928.597656
	Iteration 157Q: 3 clusters Score -2.090194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -20901954.000000 Penalty: 5928.597656
	Iteration 158Q: 3 clusters Score -2.090195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -20901954.000000 Penalty: 5928.597656
	Iteration 159Q: 3 clusters Score -2.090195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -20901974.000000 Penalty: 5928.597656
	Iteration 160F: 3 clusters Score -2.090197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -20901968.000000 Penalty: 5928.597656
	Iteration 161Q: 3 clusters Score -2.090197e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126587 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -20901970.000000 Penalty: 5928.597656
	Iteration 162Q: 3 clusters Score -2.090197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -20901976.000000 Penalty: 5928.597656
	Iteration 163Q: 3 clusters Score -2.090198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126684 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -20901970.000000 Penalty: 5928.597656
	Iteration 164Q: 3 clusters Score -2.090197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126726 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -20901978.000000 Penalty: 5928.597656
	Iteration 165Q: 3 clusters Score -2.090198e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -20901944.000000 Penalty: 5928.597656
	Iteration 166Q: 3 clusters Score -2.090194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -20901936.000000 Penalty: 5928.597656
	Iteration 167Q: 3 clusters Score -2.090194e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -20901950.000000 Penalty: 5928.597656
	Iteration 168Q: 3 clusters Score -2.090195e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -20901964.000000 Penalty: 5928.597656
	Iteration 169Q: 3 clusters Score -2.090196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -20901966.000000 Penalty: 5928.597656
	Iteration 170Q: 3 clusters Score -2.090197e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -20901950.000000 Penalty: 5928.597656
	Iteration 171Q: 3 clusters Score -2.090195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -20901938.000000 Penalty: 5928.597656
	Iteration 172Q: 3 clusters Score -2.090194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127076 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -20901964.000000 Penalty: 5928.597656
	Iteration 173Q: 3 clusters Score -2.090196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -20901948.000000 Penalty: 5928.597656
	Iteration 174Q: 3 clusters Score -2.090195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127164 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -20901958.000000 Penalty: 5928.597656
	Iteration 175Q: 3 clusters Score -2.090196e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -20901952.000000 Penalty: 5928.597656
	Iteration 176Q: 3 clusters Score -2.090195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -20901964.000000 Penalty: 5928.597656
	Iteration 177Q: 3 clusters Score -2.090196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -20901956.000000 Penalty: 5928.597656
	Iteration 178Q: 3 clusters Score -2.090196e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -20901964.000000 Penalty: 5928.597656
	Iteration 179Q: 3 clusters Score -2.090196e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -20901970.000000 Penalty: 5928.597656
	Iteration 180F: 3 clusters Score -2.090197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -20901964.000000 Penalty: 5928.597656
	Iteration 181Q: 3 clusters Score -2.090196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -20901950.000000 Penalty: 5928.597656
	Iteration 182Q: 3 clusters Score -2.090195e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -20901948.000000 Penalty: 5928.597656
	Iteration 183Q: 3 clusters Score -2.090195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127588 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -20901948.000000 Penalty: 5928.597656
	Iteration 184Q: 3 clusters Score -2.090195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -20901968.000000 Penalty: 5928.597656
	Iteration 185Q: 3 clusters Score -2.090197e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127654 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -20901954.000000 Penalty: 5928.597656
	Iteration 186Q: 3 clusters Score -2.090195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -20901948.000000 Penalty: 5928.597656
	Iteration 187Q: 3 clusters Score -2.090195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127707 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -20901950.000000 Penalty: 5928.597656
	Iteration 188Q: 3 clusters Score -2.090195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -20901944.000000 Penalty: 5928.597656
	Iteration 189Q: 3 clusters Score -2.090194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127751 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -20901924.000000 Penalty: 5928.597656
	Iteration 190Q: 3 clusters Score -2.090192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -20901932.000000 Penalty: 5928.597656
	Iteration 191Q: 3 clusters Score -2.090193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -20901942.000000 Penalty: 5928.597656
	Iteration 192Q: 3 clusters Score -2.090194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -20901932.000000 Penalty: 5928.597656
	Iteration 193Q: 3 clusters Score -2.090193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -20901944.000000 Penalty: 5928.597656
	Iteration 194Q: 3 clusters Score -2.090194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127870 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -20901958.000000 Penalty: 5928.597656
	Iteration 195Q: 3 clusters Score -2.090196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -20901956.000000 Penalty: 5928.597656
	Iteration 196Q: 3 clusters Score -2.090196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -20901956.000000 Penalty: 5928.597656
	Iteration 197Q: 3 clusters Score -2.090196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -20901982.000000 Penalty: 5928.597656
	Iteration 198Q: 3 clusters Score -2.090198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -20901974.000000 Penalty: 5928.597656
	Iteration 199Q: 3 clusters Score -2.090197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -20901998.000000 Penalty: 5928.597656
	Iteration 200F: 3 clusters Score -2.0902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -20901972.000000 Penalty: 5928.597656
	Iteration 201Q: 3 clusters Score -2.090197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128093 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -20901968.000000 Penalty: 5928.597656
	Iteration 202Q: 3 clusters Score -2.090197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128132 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -20901972.000000 Penalty: 5928.597656
	Iteration 203Q: 3 clusters Score -2.090197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -20902006.000000 Penalty: 5928.597656
	Iteration 204Q: 3 clusters Score -2.090201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128193 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 5928.597656
	Iteration 205Q: 3 clusters Score -2.0902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128222 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -20902012.000000 Penalty: 5928.597656
	Iteration 206Q: 3 clusters Score -2.090201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -20902020.000000 Penalty: 5928.597656
	Iteration 207Q: 3 clusters Score -2.090202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -20901998.000000 Penalty: 5928.597656
	Iteration 208Q: 3 clusters Score -2.0902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128286 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -20901986.000000 Penalty: 5928.597656
	Iteration 209Q: 3 clusters Score -2.090199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -20902000.000000 Penalty: 5928.597656
	Iteration 210Q: 3 clusters Score -2.0902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -20902004.000000 Penalty: 5928.597656
	Iteration 211Q: 3 clusters Score -2.0902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -20902000.000000 Penalty: 5928.597656
	Iteration 212Q: 3 clusters Score -2.0902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -20901990.000000 Penalty: 5928.597656
	Iteration 213Q: 3 clusters Score -2.090199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -20902006.000000 Penalty: 5928.597656
	Iteration 214Q: 3 clusters Score -2.090201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -20902018.000000 Penalty: 5928.597656
	Iteration 215Q: 3 clusters Score -2.090202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128325 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -20902008.000000 Penalty: 5928.597656
	Iteration 216Q: 3 clusters Score -2.090201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -20902014.000000 Penalty: 5928.597656
	Iteration 217Q: 3 clusters Score -2.090201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -20902014.000000 Penalty: 5928.597656
	Iteration 218F: 3 clusters Score -2.090201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -616789.875000 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -616789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -612285.062500 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -612285.1 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -613353.687500 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -613353.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -613615.750000 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -613615.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -613773.875000 Penalty: 4217.635254
	Iteration 3F: 3 clusters Score -613773.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -613873.937500 Penalty: 4217.635254
	Iteration 4Q: 3 clusters Score -613873.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -613946.625000 Penalty: 4217.635254
	Iteration 5Q: 3 clusters Score -613946.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -614003.750000 Penalty: 4217.635254
	Iteration 6Q: 3 clusters Score -614003.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -614044.562500 Penalty: 4217.635254
	Iteration 7Q: 3 clusters Score -614044.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -614084.437500 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -614084.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -614121.562500 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -614121.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -614151.750000 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -614151.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -614175.500000 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -614175.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -614193.312500 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -614193.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -614212.000000 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -614212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -614232.000000 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -614232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -614242.875000 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -614242.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -614255.375000 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -614255.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -614265.812500 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -614265.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -614277.750000 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -614277.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -614285.937500 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -614285.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -614297.687500 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -614297.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -614313.687500 Penalty: 4217.635254
	Iteration 21Q: 3 clusters Score -614313.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -614329.937500 Penalty: 4217.635254
	Iteration 22Q: 3 clusters Score -614329.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -614348.937500 Penalty: 4217.635254
	Iteration 23Q: 3 clusters Score -614348.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -614361.625000 Penalty: 4217.635254
	Iteration 24Q: 3 clusters Score -614361.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -614378.875000 Penalty: 4217.635254
	Iteration 25Q: 3 clusters Score -614378.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -614393.875000 Penalty: 4217.635254
	Iteration 26Q: 3 clusters Score -614393.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -614399.312500 Penalty: 4217.635254
	Iteration 27Q: 3 clusters Score -614399.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -614410.062500 Penalty: 4217.635254
	Iteration 28Q: 3 clusters Score -614410.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -614419.125000 Penalty: 4217.635254
	Iteration 29Q: 3 clusters Score -614419.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -614426.312500 Penalty: 4217.635254
	Iteration 30Q: 3 clusters Score -614426.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -614433.437500 Penalty: 4217.635254
	Iteration 31Q: 3 clusters Score -614433.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -614444.062500 Penalty: 4217.635254
	Iteration 32Q: 3 clusters Score -614444.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -614452.000000 Penalty: 4217.635254
	Iteration 33Q: 3 clusters Score -614452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -614455.312500 Penalty: 4217.635254
	Iteration 34Q: 3 clusters Score -614455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -614456.562500 Penalty: 4217.635254
	Iteration 35Q: 3 clusters Score -614456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -614458.875000 Penalty: 4217.635254
	Iteration 36Q: 3 clusters Score -614458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -614464.125000 Penalty: 4217.635254
	Iteration 37Q: 3 clusters Score -614464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -614470.000000 Penalty: 4217.635254
	Iteration 38Q: 3 clusters Score -614470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -614477.625000 Penalty: 4217.635254
	Iteration 39Q: 3 clusters Score -614477.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -614486.812500 Penalty: 4217.635254
	Iteration 40F: 3 clusters Score -614486.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -614495.562500 Penalty: 4217.635254
	Iteration 41Q: 3 clusters Score -614495.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -614501.625000 Penalty: 4217.635254
	Iteration 42Q: 3 clusters Score -614501.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -614513.625000 Penalty: 4217.635254
	Iteration 43Q: 3 clusters Score -614513.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -614524.500000 Penalty: 4217.635254
	Iteration 44Q: 3 clusters Score -614524.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -614538.687500 Penalty: 4217.635254
	Iteration 45Q: 3 clusters Score -614538.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -614549.437500 Penalty: 4217.635254
	Iteration 46Q: 3 clusters Score -614549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -614558.312500 Penalty: 4217.635254
	Iteration 47Q: 3 clusters Score -614558.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -614570.125000 Penalty: 4217.635254
	Iteration 48Q: 3 clusters Score -614570.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -614577.062500 Penalty: 4217.635254
	Iteration 49Q: 3 clusters Score -614577.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -614586.250000 Penalty: 4217.635254
	Iteration 50Q: 3 clusters Score -614586.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -614590.875000 Penalty: 4217.635254
	Iteration 51Q: 3 clusters Score -614590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -614595.875000 Penalty: 4217.635254
	Iteration 52Q: 3 clusters Score -614595.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -614599.437500 Penalty: 4217.635254
	Iteration 53Q: 3 clusters Score -614599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -614603.187500 Penalty: 4217.635254
	Iteration 54Q: 3 clusters Score -614603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -614606.750000 Penalty: 4217.635254
	Iteration 55Q: 3 clusters Score -614606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -614612.625000 Penalty: 4217.635254
	Iteration 56Q: 3 clusters Score -614612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -614615.062500 Penalty: 4217.635254
	Iteration 57Q: 3 clusters Score -614615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -614615.062500 Penalty: 4217.635254
	Iteration 58Q: 3 clusters Score -614615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -614618.062500 Penalty: 4217.635254
	Iteration 59Q: 3 clusters Score -614618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -614620.687500 Penalty: 4217.635254
	Iteration 60F: 3 clusters Score -614620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -614622.125000 Penalty: 4217.635254
	Iteration 61Q: 3 clusters Score -614622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -614625.625000 Penalty: 4217.635254
	Iteration 62Q: 3 clusters Score -614625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -614628.500000 Penalty: 4217.635254
	Iteration 63Q: 3 clusters Score -614628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -614630.500000 Penalty: 4217.635254
	Iteration 64Q: 3 clusters Score -614630.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -614636.187500 Penalty: 4217.635254
	Iteration 65Q: 3 clusters Score -614636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -614640.875000 Penalty: 4217.635254
	Iteration 66Q: 3 clusters Score -614640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -614644.687500 Penalty: 4217.635254
	Iteration 67Q: 3 clusters Score -614644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -614645.625000 Penalty: 4217.635254
	Iteration 68Q: 3 clusters Score -614645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -614648.687500 Penalty: 4217.635254
	Iteration 69Q: 3 clusters Score -614648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -614648.875000 Penalty: 4217.635254
	Iteration 70Q: 3 clusters Score -614648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -614649.625000 Penalty: 4217.635254
	Iteration 71Q: 3 clusters Score -614649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -614651.062500 Penalty: 4217.635254
	Iteration 72Q: 3 clusters Score -614651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -614653.500000 Penalty: 4217.635254
	Iteration 73Q: 3 clusters Score -614653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -614655.875000 Penalty: 4217.635254
	Iteration 74Q: 3 clusters Score -614655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -614657.562500 Penalty: 4217.635254
	Iteration 75Q: 3 clusters Score -614657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -614659.375000 Penalty: 4217.635254
	Iteration 76Q: 3 clusters Score -614659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -614661.937500 Penalty: 4217.635254
	Iteration 77Q: 3 clusters Score -614661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -614662.187500 Penalty: 4217.635254
	Iteration 78Q: 3 clusters Score -614662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -614663.312500 Penalty: 4217.635254
	Iteration 79Q: 3 clusters Score -614663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -614664.687500 Penalty: 4217.635254
	Iteration 80F: 3 clusters Score -614664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -614665.312500 Penalty: 4217.635254
	Iteration 81Q: 3 clusters Score -614665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -614667.312500 Penalty: 4217.635254
	Iteration 82Q: 3 clusters Score -614667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -614668.625000 Penalty: 4217.635254
	Iteration 83Q: 3 clusters Score -614668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -614668.250000 Penalty: 4217.635254
	Iteration 84Q: 3 clusters Score -614668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -614669.812500 Penalty: 4217.635254
	Iteration 85Q: 3 clusters Score -614669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -614670.375000 Penalty: 4217.635254
	Iteration 86Q: 3 clusters Score -614670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -614670.750000 Penalty: 4217.635254
	Iteration 87Q: 3 clusters Score -614670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -614671.937500 Penalty: 4217.635254
	Iteration 88Q: 3 clusters Score -614671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -614672.500000 Penalty: 4217.635254
	Iteration 89Q: 3 clusters Score -614672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -614673.000000 Penalty: 4217.635254
	Iteration 90Q: 3 clusters Score -614673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -614673.000000 Penalty: 4217.635254
	Iteration 91F: 3 clusters Score -614673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42570.578125 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42570.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42767.781250 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42767.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42842.371094 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42842.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42883.652344 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42883.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42915.488281 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42915.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42931.132812 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42931.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42938.812500 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42938.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42938.812500 Penalty: 2954.095215
	Iteration 7F: 3 clusters Score -42938.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Entering Unmasked Estep 
Score: -1800321.000000 Penalty: 2371.057373
	Iteration 0F: 2 clusters Score -1800321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1790036.125000 Penalty: 4742.114746
	Iteration 0F: 3 clusters Score -1790036 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1793702.625000 Penalty: 4742.114746
	Iteration 1F: 3 clusters Score -1793703 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1794349.875000 Penalty: 4742.114746
	Iteration 2F: 3 clusters Score -1794350 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1794973.125000 Penalty: 4742.114746
	Iteration 3F: 3 clusters Score -1794973 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1795551.125000 Penalty: 4742.114746
	Iteration 4F: 3 clusters Score -1795551 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1796236.625000 Penalty: 4742.114746
	Iteration 5F: 3 clusters Score -1796237 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1796946.625000 Penalty: 4742.114746
	Iteration 6F: 3 clusters Score -1796947 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1797632.750000 Penalty: 4742.114746
	Iteration 7F: 3 clusters Score -1797633 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1798228.750000 Penalty: 4742.114746
	Iteration 8F: 3 clusters Score -1798229 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1798684.375000 Penalty: 4742.114746
	Iteration 9Q: 3 clusters Score -1798684 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1798995.125000 Penalty: 4742.114746
	Iteration 10Q: 3 clusters Score -1798995 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1799174.000000 Penalty: 4742.114746
	Iteration 11Q: 3 clusters Score -1799174 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1799312.000000 Penalty: 4742.114746
	Iteration 12Q: 3 clusters Score -1799312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1799444.375000 Penalty: 4742.114746
	Iteration 13Q: 3 clusters Score -1799444 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1799567.000000 Penalty: 4742.114746
	Iteration 14Q: 3 clusters Score -1799567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1799664.625000 Penalty: 4742.114746
	Iteration 15Q: 3 clusters Score -1799665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1799732.125000 Penalty: 4742.114746
	Iteration 16Q: 3 clusters Score -1799732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1799802.250000 Penalty: 4742.114746
	Iteration 17Q: 3 clusters Score -1799802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1799845.375000 Penalty: 4742.114746
	Iteration 18Q: 3 clusters Score -1799845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1799882.500000 Penalty: 4742.114746
	Iteration 19Q: 3 clusters Score -1799882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1799910.000000 Penalty: 4742.114746
	Iteration 20F: 3 clusters Score -1799910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1799933.125000 Penalty: 4742.114746
	Iteration 21Q: 3 clusters Score -1799933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1799964.750000 Penalty: 4742.114746
	Iteration 22Q: 3 clusters Score -1799965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1799979.125000 Penalty: 4742.114746
	Iteration 23Q: 3 clusters Score -1799979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1799991.875000 Penalty: 4742.114746
	Iteration 24Q: 3 clusters Score -1799992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1800014.625000 Penalty: 4742.114746
	Iteration 25Q: 3 clusters Score -1800015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1800027.875000 Penalty: 4742.114746
	Iteration 26Q: 3 clusters Score -1800028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1800037.625000 Penalty: 4742.114746
	Iteration 27Q: 3 clusters Score -1800038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1800051.125000 Penalty: 4742.114746
	Iteration 28Q: 3 clusters Score -1800051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1800063.625000 Penalty: 4742.114746
	Iteration 29Q: 3 clusters Score -1800064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1800072.000000 Penalty: 4742.114746
	Iteration 30Q: 3 clusters Score -1800072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1800080.750000 Penalty: 4742.114746
	Iteration 31Q: 3 clusters Score -1800081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1800093.500000 Penalty: 4742.114746
	Iteration 32Q: 3 clusters Score -1800094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1800104.750000 Penalty: 4742.114746
	Iteration 33Q: 3 clusters Score -1800105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1800115.875000 Penalty: 4742.114746
	Iteration 34Q: 3 clusters Score -1800116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1800129.125000 Penalty: 4742.114746
	Iteration 35Q: 3 clusters Score -1800129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1800144.500000 Penalty: 4742.114746
	Iteration 36Q: 3 clusters Score -1800144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1800163.375000 Penalty: 4742.114746
	Iteration 37Q: 3 clusters Score -1800163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1800191.125000 Penalty: 4742.114746
	Iteration 38Q: 3 clusters Score -1800191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1800206.250000 Penalty: 4742.114746
	Iteration 39Q: 3 clusters Score -1800206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1800216.125000 Penalty: 4742.114746
	Iteration 40F: 3 clusters Score -1800216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1800222.000000 Penalty: 4742.114746
	Iteration 41Q: 3 clusters Score -1800222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1800225.500000 Penalty: 4742.114746
	Iteration 42Q: 3 clusters Score -1800226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1800224.375000 Penalty: 4742.114746
	Iteration 43Q: 3 clusters Score -1800224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1800227.750000 Penalty: 4742.114746
	Iteration 44Q: 3 clusters Score -1800228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1800226.375000 Penalty: 4742.114746
	Iteration 45Q: 3 clusters Score -1800226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1800227.625000 Penalty: 4742.114746
	Iteration 46Q: 3 clusters Score -1800228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1800227.000000 Penalty: 4742.114746
	Iteration 47Q: 3 clusters Score -1800227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1800227.250000 Penalty: 4742.114746
	Iteration 48Q: 3 clusters Score -1800227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1800228.125000 Penalty: 4742.114746
	Iteration 49Q: 3 clusters Score -1800228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1800228.125000 Penalty: 4742.114746
	Iteration 50F: 3 clusters Score -1800228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Entering Unmasked Estep 
Score: -23587678.000000 Penalty: 2994.406494
	Iteration 0F: 2 clusters Score -2.358768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -23475274.000000 Penalty: 5988.812988
	Iteration 0F: 3 clusters Score -2.347527e+07 nChanged 83944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -23524090.000000 Penalty: 5988.812988
	Iteration 1F: 3 clusters Score -2.352409e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -23525098.000000 Penalty: 5988.812988
	Iteration 2Q: 3 clusters Score -2.35251e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -23526260.000000 Penalty: 5988.812988
	Iteration 3Q: 3 clusters Score -2.352626e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -23528148.000000 Penalty: 5988.812988
	Iteration 4Q: 3 clusters Score -2.352815e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -23530564.000000 Penalty: 5988.812988
	Iteration 5Q: 3 clusters Score -2.353056e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -23534292.000000 Penalty: 5988.812988
	Iteration 6Q: 3 clusters Score -2.353429e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -23540062.000000 Penalty: 5988.812988
	Iteration 7F: 3 clusters Score -2.354006e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -23548384.000000 Penalty: 5988.812988
	Iteration 8F: 3 clusters Score -2.354838e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -23558550.000000 Penalty: 5988.812988
	Iteration 9F: 3 clusters Score -2.355855e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -23566156.000000 Penalty: 5988.812988
	Iteration 10F: 3 clusters Score -2.356616e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -23568754.000000 Penalty: 5988.812988
	Iteration 11Q: 3 clusters Score -2.356875e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -23569650.000000 Penalty: 5988.812988
	Iteration 12Q: 3 clusters Score -2.356965e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -23570168.000000 Penalty: 5988.812988
	Iteration 13Q: 3 clusters Score -2.357017e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -23570458.000000 Penalty: 5988.812988
	Iteration 14Q: 3 clusters Score -2.357046e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -23570958.000000 Penalty: 5988.812988
	Iteration 15Q: 3 clusters Score -2.357096e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -23571406.000000 Penalty: 5988.812988
	Iteration 16Q: 3 clusters Score -2.357141e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -23571718.000000 Penalty: 5988.812988
	Iteration 17Q: 3 clusters Score -2.357172e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -23572144.000000 Penalty: 5988.812988
	Iteration 18Q: 3 clusters Score -2.357214e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -23572358.000000 Penalty: 5988.812988
	Iteration 19Q: 3 clusters Score -2.357236e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -23572696.000000 Penalty: 5988.812988
	Iteration 20F: 3 clusters Score -2.35727e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -23573014.000000 Penalty: 5988.812988
	Iteration 21Q: 3 clusters Score -2.357301e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -23573202.000000 Penalty: 5988.812988
	Iteration 22Q: 3 clusters Score -2.35732e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 109480 members 
Entering Unmasked Estep 
Score: -23573382.000000 Penalty: 5988.812988
	Iteration 23Q: 3 clusters Score -2.357338e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -23573720.000000 Penalty: 5988.812988
	Iteration 24Q: 3 clusters Score -2.357372e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -23573982.000000 Penalty: 5988.812988
	Iteration 25Q: 3 clusters Score -2.357398e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -23574166.000000 Penalty: 5988.812988
	Iteration 26Q: 3 clusters Score -2.357417e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -23574710.000000 Penalty: 5988.812988
	Iteration 27Q: 3 clusters Score -2.357471e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 117113 members 
Entering Unmasked Estep 
Score: -23575014.000000 Penalty: 5988.812988
	Iteration 28Q: 3 clusters Score -2.357501e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 118808 members 
Entering Unmasked Estep 
Score: -23575340.000000 Penalty: 5988.812988
	Iteration 29Q: 3 clusters Score -2.357534e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -23575668.000000 Penalty: 5988.812988
	Iteration 30Q: 3 clusters Score -2.357567e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -23576160.000000 Penalty: 5988.812988
	Iteration 31Q: 3 clusters Score -2.357616e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -23576514.000000 Penalty: 5988.812988
	Iteration 32Q: 3 clusters Score -2.357651e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -23576854.000000 Penalty: 5988.812988
	Iteration 33Q: 3 clusters Score -2.357685e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -23577042.000000 Penalty: 5988.812988
	Iteration 34Q: 3 clusters Score -2.357704e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -23577440.000000 Penalty: 5988.812988
	Iteration 35Q: 3 clusters Score -2.357744e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -23577762.000000 Penalty: 5988.812988
	Iteration 36Q: 3 clusters Score -2.357776e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 133914 members 
Entering Unmasked Estep 
Score: -23578184.000000 Penalty: 5988.812988
	Iteration 37Q: 3 clusters Score -2.357818e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -23578588.000000 Penalty: 5988.812988
	Iteration 38Q: 3 clusters Score -2.357859e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -23579240.000000 Penalty: 5988.812988
	Iteration 39Q: 3 clusters Score -2.357924e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -23579766.000000 Penalty: 5988.812988
	Iteration 40F: 3 clusters Score -2.357977e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -23580302.000000 Penalty: 5988.812988
	Iteration 41Q: 3 clusters Score -2.35803e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -23580906.000000 Penalty: 5988.812988
	Iteration 42Q: 3 clusters Score -2.358091e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 146308 members 
Entering Unmasked Estep 
Score: -23581346.000000 Penalty: 5988.812988
	Iteration 43Q: 3 clusters Score -2.358135e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -23581958.000000 Penalty: 5988.812988
	Iteration 44Q: 3 clusters Score -2.358196e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 150459 members 
Entering Unmasked Estep 
Score: -23582358.000000 Penalty: 5988.812988
	Iteration 45Q: 3 clusters Score -2.358236e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -23582812.000000 Penalty: 5988.812988
	Iteration 46Q: 3 clusters Score -2.358281e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -23583224.000000 Penalty: 5988.812988
	Iteration 47Q: 3 clusters Score -2.358322e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -23583510.000000 Penalty: 5988.812988
	Iteration 48Q: 3 clusters Score -2.358351e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -23583802.000000 Penalty: 5988.812988
	Iteration 49Q: 3 clusters Score -2.35838e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -23584194.000000 Penalty: 5988.812988
	Iteration 50Q: 3 clusters Score -2.358419e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -23584508.000000 Penalty: 5988.812988
	Iteration 51Q: 3 clusters Score -2.358451e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -23584780.000000 Penalty: 5988.812988
	Iteration 52Q: 3 clusters Score -2.358478e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -23585038.000000 Penalty: 5988.812988
	Iteration 53Q: 3 clusters Score -2.358504e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -23585228.000000 Penalty: 5988.812988
	Iteration 54Q: 3 clusters Score -2.358523e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 165165 members 
Entering Unmasked Estep 
Score: -23585378.000000 Penalty: 5988.812988
	Iteration 55Q: 3 clusters Score -2.358538e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -23585532.000000 Penalty: 5988.812988
	Iteration 56Q: 3 clusters Score -2.358553e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -23585642.000000 Penalty: 5988.812988
	Iteration 57Q: 3 clusters Score -2.358564e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -23585746.000000 Penalty: 5988.812988
	Iteration 58Q: 3 clusters Score -2.358575e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -23585880.000000 Penalty: 5988.812988
	Iteration 59Q: 3 clusters Score -2.358588e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -23586012.000000 Penalty: 5988.812988
	Iteration 60F: 3 clusters Score -2.358601e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -23586038.000000 Penalty: 5988.812988
	Iteration 61Q: 3 clusters Score -2.358604e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 169833 members 
Entering Unmasked Estep 
Score: -23585996.000000 Penalty: 5988.812988
	Iteration 62Q: 3 clusters Score -2.3586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -23586066.000000 Penalty: 5988.812988
	Iteration 63Q: 3 clusters Score -2.358607e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -23586198.000000 Penalty: 5988.812988
	Iteration 64Q: 3 clusters Score -2.35862e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -23586172.000000 Penalty: 5988.812988
	Iteration 65Q: 3 clusters Score -2.358617e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -23586184.000000 Penalty: 5988.812988
	Iteration 66Q: 3 clusters Score -2.358618e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -23586224.000000 Penalty: 5988.812988
	Iteration 67Q: 3 clusters Score -2.358622e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -23586216.000000 Penalty: 5988.812988
	Iteration 68Q: 3 clusters Score -2.358622e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 171713 members 
Entering Unmasked Estep 
Score: -23586226.000000 Penalty: 5988.812988
	Iteration 69Q: 3 clusters Score -2.358623e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -23586224.000000 Penalty: 5988.812988
	Iteration 70Q: 3 clusters Score -2.358622e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -23586204.000000 Penalty: 5988.812988
	Iteration 71Q: 3 clusters Score -2.35862e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -23586212.000000 Penalty: 5988.812988
	Iteration 72Q: 3 clusters Score -2.358621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -23586234.000000 Penalty: 5988.812988
	Iteration 73Q: 3 clusters Score -2.358623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 172407 members 
Entering Unmasked Estep 
Score: -23586222.000000 Penalty: 5988.812988
	Iteration 74Q: 3 clusters Score -2.358622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -23586244.000000 Penalty: 5988.812988
	Iteration 75Q: 3 clusters Score -2.358624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -23586246.000000 Penalty: 5988.812988
	Iteration 76Q: 3 clusters Score -2.358625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -23586238.000000 Penalty: 5988.812988
	Iteration 77Q: 3 clusters Score -2.358624e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 172669 members 
Entering Unmasked Estep 
Score: -23586244.000000 Penalty: 5988.812988
	Iteration 78Q: 3 clusters Score -2.358624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -23586246.000000 Penalty: 5988.812988
	Iteration 79Q: 3 clusters Score -2.358625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -23586240.000000 Penalty: 5988.812988
	Iteration 80F: 3 clusters Score -2.358624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -23586260.000000 Penalty: 5988.812988
	Iteration 81Q: 3 clusters Score -2.358626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -23586238.000000 Penalty: 5988.812988
	Iteration 82Q: 3 clusters Score -2.358624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -23586232.000000 Penalty: 5988.812988
	Iteration 83Q: 3 clusters Score -2.358623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -23586242.000000 Penalty: 5988.812988
	Iteration 84Q: 3 clusters Score -2.358624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -23586242.000000 Penalty: 5988.812988
	Iteration 85Q: 3 clusters Score -2.358624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -23586228.000000 Penalty: 5988.812988
	Iteration 86Q: 3 clusters Score -2.358623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -23586240.000000 Penalty: 5988.812988
	Iteration 87Q: 3 clusters Score -2.358624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -23586220.000000 Penalty: 5988.812988
	Iteration 88Q: 3 clusters Score -2.358622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 172991 members 
Entering Unmasked Estep 
Score: -23586220.000000 Penalty: 5988.812988
	Iteration 89Q: 3 clusters Score -2.358622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -23586236.000000 Penalty: 5988.812988
	Iteration 90Q: 3 clusters Score -2.358624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -23586236.000000 Penalty: 5988.812988
	Iteration 91Q: 3 clusters Score -2.358624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -23586238.000000 Penalty: 5988.812988
	Iteration 92Q: 3 clusters Score -2.358624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -23586248.000000 Penalty: 5988.812988
	Iteration 93Q: 3 clusters Score -2.358625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
Score: -23586230.000000 Penalty: 5988.812988
	Iteration 94Q: 3 clusters Score -2.358623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 173036 members 
Entering Unmasked Estep 
Score: -23586228.000000 Penalty: 5988.812988
	Iteration 95Q: 3 clusters Score -2.358623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -23586230.000000 Penalty: 5988.812988
	Iteration 96Q: 3 clusters Score -2.358623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 173055 members 
Entering Unmasked Estep 
Score: -23586238.000000 Penalty: 5988.812988
	Iteration 97Q: 3 clusters Score -2.358624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 173058 members 
Entering Unmasked Estep 
Score: -23586236.000000 Penalty: 5988.812988
	Iteration 98Q: 3 clusters Score -2.358624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 173062 members 
Entering Unmasked Estep 
Score: -23586244.000000 Penalty: 5988.812988
	Iteration 99Q: 3 clusters Score -2.358624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -23586232.000000 Penalty: 5988.812988
	Iteration 100F: 3 clusters Score -2.358623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 173072 members 
Entering Unmasked Estep 
Score: -23586242.000000 Penalty: 5988.812988
	Iteration 101Q: 3 clusters Score -2.358624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -23586236.000000 Penalty: 5988.812988
	Iteration 102Q: 3 clusters Score -2.358624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -23586226.000000 Penalty: 5988.812988
	Iteration 103Q: 3 clusters Score -2.358623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 173100 members 
Entering Unmasked Estep 
Score: -23586246.000000 Penalty: 5988.812988
	Iteration 104Q: 3 clusters Score -2.358625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 173109 members 
Entering Unmasked Estep 
Score: -23586230.000000 Penalty: 5988.812988
	Iteration 105Q: 3 clusters Score -2.358623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 173118 members 
Entering Unmasked Estep 
Score: -23586216.000000 Penalty: 5988.812988
	Iteration 106Q: 3 clusters Score -2.358622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 173122 members 
Entering Unmasked Estep 
Score: -23586228.000000 Penalty: 5988.812988
	Iteration 107Q: 3 clusters Score -2.358623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 173126 members 
Entering Unmasked Estep 
Score: -23586242.000000 Penalty: 5988.812988
	Iteration 108Q: 3 clusters Score -2.358624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -23586216.000000 Penalty: 5988.812988
	Iteration 109Q: 3 clusters Score -2.358622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -23586214.000000 Penalty: 5988.812988
	Iteration 110Q: 3 clusters Score -2.358621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 173135 members 
Entering Unmasked Estep 
Score: -23586222.000000 Penalty: 5988.812988
	Iteration 111Q: 3 clusters Score -2.358622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -23586216.000000 Penalty: 5988.812988
	Iteration 112Q: 3 clusters Score -2.358622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -23586204.000000 Penalty: 5988.812988
	Iteration 113Q: 3 clusters Score -2.35862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 173142 members 
Entering Unmasked Estep 
Score: -23586206.000000 Penalty: 5988.812988
	Iteration 114Q: 3 clusters Score -2.358621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 173142 members 
Entering Unmasked Estep 
Score: -23586206.000000 Penalty: 5988.812988
	Iteration 115F: 3 clusters Score -2.358621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Entering Unmasked Estep 
Score: -5307468.000000 Penalty: 2621.826660
	Iteration 0F: 2 clusters Score -5307468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5281166.000000 Penalty: 5243.653320
	Iteration 0F: 3 clusters Score -5281166 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5290746.500000 Penalty: 5243.653320
	Iteration 1F: 3 clusters Score -5290746 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5291336.000000 Penalty: 5243.653320
	Iteration 2Q: 3 clusters Score -5291336 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5291941.500000 Penalty: 5243.653320
	Iteration 3Q: 3 clusters Score -5291942 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5292755.000000 Penalty: 5243.653320
	Iteration 4Q: 3 clusters Score -5292755 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5294021.500000 Penalty: 5243.653320
	Iteration 5F: 3 clusters Score -5294022 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -5295940.500000 Penalty: 5243.653320
	Iteration 6F: 3 clusters Score -5295940 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5298493.500000 Penalty: 5243.653320
	Iteration 7F: 3 clusters Score -5298494 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -5301078.000000 Penalty: 5243.653320
	Iteration 8F: 3 clusters Score -5301078 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5303029.000000 Penalty: 5243.653320
	Iteration 9F: 3 clusters Score -5303029 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5304174.500000 Penalty: 5243.653320
	Iteration 10Q: 3 clusters Score -5304174 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5304799.000000 Penalty: 5243.653320
	Iteration 11Q: 3 clusters Score -5304799 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5305153.500000 Penalty: 5243.653320
	Iteration 12Q: 3 clusters Score -5305154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5305319.500000 Penalty: 5243.653320
	Iteration 13Q: 3 clusters Score -5305320 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5305400.000000 Penalty: 5243.653320
	Iteration 14Q: 3 clusters Score -5305400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5305454.000000 Penalty: 5243.653320
	Iteration 15Q: 3 clusters Score -5305454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5305480.500000 Penalty: 5243.653320
	Iteration 16Q: 3 clusters Score -5305480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5305514.500000 Penalty: 5243.653320
	Iteration 17Q: 3 clusters Score -5305514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5305535.000000 Penalty: 5243.653320
	Iteration 18Q: 3 clusters Score -5305535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5305541.500000 Penalty: 5243.653320
	Iteration 19Q: 3 clusters Score -5305542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5305553.500000 Penalty: 5243.653320
	Iteration 20F: 3 clusters Score -5305554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5305560.500000 Penalty: 5243.653320
	Iteration 21Q: 3 clusters Score -5305560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5305570.500000 Penalty: 5243.653320
	Iteration 22Q: 3 clusters Score -5305570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5305588.000000 Penalty: 5243.653320
	Iteration 23Q: 3 clusters Score -5305588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5305585.500000 Penalty: 5243.653320
	Iteration 24Q: 3 clusters Score -5305586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5305576.500000 Penalty: 5243.653320
	Iteration 25Q: 3 clusters Score -5305576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5305590.000000 Penalty: 5243.653320
	Iteration 26Q: 3 clusters Score -5305590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5305600.000000 Penalty: 5243.653320
	Iteration 27Q: 3 clusters Score -5305600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5305605.500000 Penalty: 5243.653320
	Iteration 28Q: 3 clusters Score -5305606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5305604.000000 Penalty: 5243.653320
	Iteration 29Q: 3 clusters Score -5305604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5305601.500000 Penalty: 5243.653320
	Iteration 30Q: 3 clusters Score -5305602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5305606.500000 Penalty: 5243.653320
	Iteration 31Q: 3 clusters Score -5305606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5305610.500000 Penalty: 5243.653320
	Iteration 32Q: 3 clusters Score -5305610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5305614.000000 Penalty: 5243.653320
	Iteration 33Q: 3 clusters Score -5305614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5305610.500000 Penalty: 5243.653320
	Iteration 34Q: 3 clusters Score -5305610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5305611.500000 Penalty: 5243.653320
	Iteration 35Q: 3 clusters Score -5305612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5305611.500000 Penalty: 5243.653320
	Iteration 36F: 3 clusters Score -5305612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Entering Unmasked Estep 
Score: -8319868.000000 Penalty: 2744.177246
	Iteration 0F: 2 clusters Score -8319868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8276746.500000 Penalty: 5488.354492
	Iteration 0F: 3 clusters Score -8276746 nChanged 29785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -8293401.500000 Penalty: 5488.354492
	Iteration 1F: 3 clusters Score -8293402 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -8293893.500000 Penalty: 5488.354492
	Iteration 2Q: 3 clusters Score -8293894 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -8294365.500000 Penalty: 5488.354492
	Iteration 3Q: 3 clusters Score -8294366 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8294737.000000 Penalty: 5488.354492
	Iteration 4Q: 3 clusters Score -8294737 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8295125.000000 Penalty: 5488.354492
	Iteration 5Q: 3 clusters Score -8295125 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -8295583.000000 Penalty: 5488.354492
	Iteration 6Q: 3 clusters Score -8295583 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -8296253.500000 Penalty: 5488.354492
	Iteration 7Q: 3 clusters Score -8296254 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -8297404.500000 Penalty: 5488.354492
	Iteration 8Q: 3 clusters Score -8297404 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -8299448.000000 Penalty: 5488.354492
	Iteration 9F: 3 clusters Score -8299448 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -8302780.500000 Penalty: 5488.354492
	Iteration 10F: 3 clusters Score -8302780 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -8307430.000000 Penalty: 5488.354492
	Iteration 11F: 3 clusters Score -8307430 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -8312037.500000 Penalty: 5488.354492
	Iteration 12F: 3 clusters Score -8312038 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8315117.000000 Penalty: 5488.354492
	Iteration 13F: 3 clusters Score -8315117 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8316565.500000 Penalty: 5488.354492
	Iteration 14Q: 3 clusters Score -8316566 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8317061.500000 Penalty: 5488.354492
	Iteration 15Q: 3 clusters Score -8317062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8317259.500000 Penalty: 5488.354492
	Iteration 16Q: 3 clusters Score -8317260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8317353.000000 Penalty: 5488.354492
	Iteration 17Q: 3 clusters Score -8317353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8317424.000000 Penalty: 5488.354492
	Iteration 18Q: 3 clusters Score -8317424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8317459.500000 Penalty: 5488.354492
	Iteration 19Q: 3 clusters Score -8317460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8317471.500000 Penalty: 5488.354492
	Iteration 20F: 3 clusters Score -8317472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8317492.000000 Penalty: 5488.354492
	Iteration 21Q: 3 clusters Score -8317492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8317501.000000 Penalty: 5488.354492
	Iteration 22Q: 3 clusters Score -8317501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8317503.500000 Penalty: 5488.354492
	Iteration 23Q: 3 clusters Score -8317504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8317507.500000 Penalty: 5488.354492
	Iteration 24Q: 3 clusters Score -8317508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8317507.500000 Penalty: 5488.354492
	Iteration 25F: 3 clusters Score -8317508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -360361.031250 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -360361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -357325.500000 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -357325.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -357870.812500 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -357870.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -357993.906250 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -357993.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -358055.375000 Penalty: 3894.230957
	Iteration 3Q: 3 clusters Score -358055.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -358095.406250 Penalty: 3894.230957
	Iteration 4Q: 3 clusters Score -358095.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -358122.343750 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -358122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -358139.593750 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -358139.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -358156.187500 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -358156.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -358173.156250 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -358173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -358185.437500 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -358185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -358196.093750 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -358196.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -358205.343750 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -358205.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -358214.218750 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -358214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -358219.218750 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -358219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -358226.281250 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -358226.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -358232.968750 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -358233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -358238.156250 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -358238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -358242.625000 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -358242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -358247.593750 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -358247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -358252.437500 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -358252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -358255.500000 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -358255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -358257.937500 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -358257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358258.687500 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -358258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358259.156250 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -358259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -358260.218750 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -358260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -358261.250000 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -358261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -358261.687500 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -358261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -358262.687500 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -358262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -358262.906250 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -358262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -358264.000000 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -358264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358265.687500 Penalty: 3894.230957
	Iteration 30Q: 3 clusters Score -358265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -358266.187500 Penalty: 3894.230957
	Iteration 31Q: 3 clusters Score -358266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358266.937500 Penalty: 3894.230957
	Iteration 32Q: 3 clusters Score -358266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358267.937500 Penalty: 3894.230957
	Iteration 33Q: 3 clusters Score -358267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358267.937500 Penalty: 3894.230957
	Iteration 34F: 3 clusters Score -358267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 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 174 members 
Entering Unmasked Estep 
Score: -39741.992188 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39741.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39953.730469 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39953.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40063.515625 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -40063.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40156.328125 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40156.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40179.664062 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40179.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40195.187500 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40195.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40215.714844 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40215.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40222.812500 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40222.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40234.683594 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40234.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40250.191406 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40250.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40263.046875 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40263.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40266.347656 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -40266.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40268.921875 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -40268.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40268.921875 Penalty: 2920.883301
	Iteration 13F: 3 clusters Score -40268.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Entering Unmasked Estep 
Score: -8896246.000000 Penalty: 2752.044922
	Iteration 0F: 2 clusters Score -8896246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -8851678.000000 Penalty: 5504.089844
	Iteration 0F: 3 clusters Score -8851678 nChanged 30945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -8868967.000000 Penalty: 5504.089844
	Iteration 1F: 3 clusters Score -8868967 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -8869451.000000 Penalty: 5504.089844
	Iteration 2Q: 3 clusters Score -8869451 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -8869941.000000 Penalty: 5504.089844
	Iteration 3Q: 3 clusters Score -8869941 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -8870524.000000 Penalty: 5504.089844
	Iteration 4Q: 3 clusters Score -8870524 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8871141.000000 Penalty: 5504.089844
	Iteration 5Q: 3 clusters Score -8871141 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -8872236.000000 Penalty: 5504.089844
	Iteration 6Q: 3 clusters Score -8872236 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8873995.000000 Penalty: 5504.089844
	Iteration 7F: 3 clusters Score -8873995 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8876670.000000 Penalty: 5504.089844
	Iteration 8F: 3 clusters Score -8876670 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8880430.000000 Penalty: 5504.089844
	Iteration 9F: 3 clusters Score -8880430 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -8884811.000000 Penalty: 5504.089844
	Iteration 10F: 3 clusters Score -8884811 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -8888608.000000 Penalty: 5504.089844
	Iteration 11F: 3 clusters Score -8888608 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -8890830.000000 Penalty: 5504.089844
	Iteration 12Q: 3 clusters Score -8890830 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -8891704.000000 Penalty: 5504.089844
	Iteration 13Q: 3 clusters Score -8891704 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -8892084.000000 Penalty: 5504.089844
	Iteration 14Q: 3 clusters Score -8892084 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8892329.000000 Penalty: 5504.089844
	Iteration 15Q: 3 clusters Score -8892329 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -8892550.000000 Penalty: 5504.089844
	Iteration 16Q: 3 clusters Score -8892550 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -8892764.000000 Penalty: 5504.089844
	Iteration 17Q: 3 clusters Score -8892764 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -8892996.000000 Penalty: 5504.089844
	Iteration 18Q: 3 clusters Score -8892996 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -8893146.000000 Penalty: 5504.089844
	Iteration 19Q: 3 clusters Score -8893146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -8893326.000000 Penalty: 5504.089844
	Iteration 20F: 3 clusters Score -8893326 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8893467.000000 Penalty: 5504.089844
	Iteration 21Q: 3 clusters Score -8893467 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -8893583.000000 Penalty: 5504.089844
	Iteration 22Q: 3 clusters Score -8893583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -8893655.000000 Penalty: 5504.089844
	Iteration 23Q: 3 clusters Score -8893655 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -8893720.000000 Penalty: 5504.089844
	Iteration 24Q: 3 clusters Score -8893720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -8893813.000000 Penalty: 5504.089844
	Iteration 25Q: 3 clusters Score -8893813 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8893839.000000 Penalty: 5504.089844
	Iteration 26Q: 3 clusters Score -8893839 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -8893875.000000 Penalty: 5504.089844
	Iteration 27Q: 3 clusters Score -8893875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -8893922.000000 Penalty: 5504.089844
	Iteration 28Q: 3 clusters Score -8893922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8893938.000000 Penalty: 5504.089844
	Iteration 29Q: 3 clusters Score -8893938 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -8893972.000000 Penalty: 5504.089844
	Iteration 30Q: 3 clusters Score -8893972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -8894012.000000 Penalty: 5504.089844
	Iteration 31Q: 3 clusters Score -8894012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -8894006.000000 Penalty: 5504.089844
	Iteration 32Q: 3 clusters Score -8894006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -8894045.000000 Penalty: 5504.089844
	Iteration 33Q: 3 clusters Score -8894045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -8894071.000000 Penalty: 5504.089844
	Iteration 34Q: 3 clusters Score -8894071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -8894066.000000 Penalty: 5504.089844
	Iteration 35Q: 3 clusters Score -8894066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -8894076.000000 Penalty: 5504.089844
	Iteration 36Q: 3 clusters Score -8894076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -8894098.000000 Penalty: 5504.089844
	Iteration 37Q: 3 clusters Score -8894098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8894112.000000 Penalty: 5504.089844
	Iteration 38Q: 3 clusters Score -8894112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -8894119.000000 Penalty: 5504.089844
	Iteration 39Q: 3 clusters Score -8894119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -8894111.000000 Penalty: 5504.089844
	Iteration 40F: 3 clusters Score -8894111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -8894127.000000 Penalty: 5504.089844
	Iteration 41Q: 3 clusters Score -8894127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8894127.000000 Penalty: 5504.089844
	Iteration 42Q: 3 clusters Score -8894127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -8894136.000000 Penalty: 5504.089844
	Iteration 43Q: 3 clusters Score -8894136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8894136.000000 Penalty: 5504.089844
	Iteration 44Q: 3 clusters Score -8894136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8894154.000000 Penalty: 5504.089844
	Iteration 45Q: 3 clusters Score -8894154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -8894150.000000 Penalty: 5504.089844
	Iteration 46Q: 3 clusters Score -8894150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -8894167.000000 Penalty: 5504.089844
	Iteration 47Q: 3 clusters Score -8894167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -8894161.000000 Penalty: 5504.089844
	Iteration 48Q: 3 clusters Score -8894161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -8894163.000000 Penalty: 5504.089844
	Iteration 49Q: 3 clusters Score -8894163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -8894166.000000 Penalty: 5504.089844
	Iteration 50Q: 3 clusters Score -8894166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -8894157.000000 Penalty: 5504.089844
	Iteration 51Q: 3 clusters Score -8894157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8894167.000000 Penalty: 5504.089844
	Iteration 52Q: 3 clusters Score -8894167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -8894168.000000 Penalty: 5504.089844
	Iteration 53Q: 3 clusters Score -8894168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -8894170.000000 Penalty: 5504.089844
	Iteration 54Q: 3 clusters Score -8894170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -8894168.000000 Penalty: 5504.089844
	Iteration 55Q: 3 clusters Score -8894168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -8894172.000000 Penalty: 5504.089844
	Iteration 56Q: 3 clusters Score -8894172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -8894170.000000 Penalty: 5504.089844
	Iteration 57Q: 3 clusters Score -8894170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -8894172.000000 Penalty: 5504.089844
	Iteration 58Q: 3 clusters Score -8894172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -8894174.000000 Penalty: 5504.089844
	Iteration 59Q: 3 clusters Score -8894174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -8894174.000000 Penalty: 5504.089844
	Iteration 60F: 3 clusters Score -8894174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Entering Unmasked Estep 
Score: -2398284.750000 Penalty: 2430.334717
	Iteration 0F: 2 clusters Score -2398285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2385498.000000 Penalty: 4860.669434
	Iteration 0F: 3 clusters Score -2385498 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2389646.750000 Penalty: 4860.669434
	Iteration 1F: 3 clusters Score -2389647 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2390129.750000 Penalty: 4860.669434
	Iteration 2F: 3 clusters Score -2390130 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2390592.750000 Penalty: 4860.669434
	Iteration 3F: 3 clusters Score -2390593 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2391048.500000 Penalty: 4860.669434
	Iteration 4Q: 3 clusters Score -2391048 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2391588.000000 Penalty: 4860.669434
	Iteration 5Q: 3 clusters Score -2391588 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2392132.250000 Penalty: 4860.669434
	Iteration 6Q: 3 clusters Score -2392132 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2392651.500000 Penalty: 4860.669434
	Iteration 7Q: 3 clusters Score -2392652 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2393189.750000 Penalty: 4860.669434
	Iteration 8Q: 3 clusters Score -2393190 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2393732.500000 Penalty: 4860.669434
	Iteration 9Q: 3 clusters Score -2393732 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2394242.750000 Penalty: 4860.669434
	Iteration 10Q: 3 clusters Score -2394243 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2394665.750000 Penalty: 4860.669434
	Iteration 11Q: 3 clusters Score -2394666 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2394971.250000 Penalty: 4860.669434
	Iteration 12Q: 3 clusters Score -2394971 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2395171.500000 Penalty: 4860.669434
	Iteration 13Q: 3 clusters Score -2395172 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2395325.250000 Penalty: 4860.669434
	Iteration 14Q: 3 clusters Score -2395325 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2395497.250000 Penalty: 4860.669434
	Iteration 15Q: 3 clusters Score -2395497 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2395657.000000 Penalty: 4860.669434
	Iteration 16Q: 3 clusters Score -2395657 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2395833.500000 Penalty: 4860.669434
	Iteration 17Q: 3 clusters Score -2395834 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2396008.500000 Penalty: 4860.669434
	Iteration 18Q: 3 clusters Score -2396008 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2396163.500000 Penalty: 4860.669434
	Iteration 19Q: 3 clusters Score -2396164 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2396288.500000 Penalty: 4860.669434
	Iteration 20F: 3 clusters Score -2396288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2396385.500000 Penalty: 4860.669434
	Iteration 21Q: 3 clusters Score -2396386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2396445.250000 Penalty: 4860.669434
	Iteration 22Q: 3 clusters Score -2396445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2396484.000000 Penalty: 4860.669434
	Iteration 23Q: 3 clusters Score -2396484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2396509.750000 Penalty: 4860.669434
	Iteration 24Q: 3 clusters Score -2396510 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2396552.500000 Penalty: 4860.669434
	Iteration 25Q: 3 clusters Score -2396552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2396578.250000 Penalty: 4860.669434
	Iteration 26Q: 3 clusters Score -2396578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2396595.750000 Penalty: 4860.669434
	Iteration 27Q: 3 clusters Score -2396596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2396615.750000 Penalty: 4860.669434
	Iteration 28Q: 3 clusters Score -2396616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2396627.500000 Penalty: 4860.669434
	Iteration 29Q: 3 clusters Score -2396628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2396647.750000 Penalty: 4860.669434
	Iteration 30Q: 3 clusters Score -2396648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2396659.500000 Penalty: 4860.669434
	Iteration 31Q: 3 clusters Score -2396660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2396670.000000 Penalty: 4860.669434
	Iteration 32Q: 3 clusters Score -2396670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2396674.500000 Penalty: 4860.669434
	Iteration 33Q: 3 clusters Score -2396674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2396686.750000 Penalty: 4860.669434
	Iteration 34Q: 3 clusters Score -2396687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2396688.000000 Penalty: 4860.669434
	Iteration 35Q: 3 clusters Score -2396688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2396697.000000 Penalty: 4860.669434
	Iteration 36Q: 3 clusters Score -2396697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2396706.750000 Penalty: 4860.669434
	Iteration 37Q: 3 clusters Score -2396707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2396711.750000 Penalty: 4860.669434
	Iteration 38Q: 3 clusters Score -2396712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2396728.250000 Penalty: 4860.669434
	Iteration 39Q: 3 clusters Score -2396728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2396736.000000 Penalty: 4860.669434
	Iteration 40F: 3 clusters Score -2396736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2396736.500000 Penalty: 4860.669434
	Iteration 41Q: 3 clusters Score -2396736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2396747.750000 Penalty: 4860.669434
	Iteration 42Q: 3 clusters Score -2396748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2396749.500000 Penalty: 4860.669434
	Iteration 43Q: 3 clusters Score -2396750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2396754.500000 Penalty: 4860.669434
	Iteration 44Q: 3 clusters Score -2396754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2396755.000000 Penalty: 4860.669434
	Iteration 45Q: 3 clusters Score -2396755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2396760.000000 Penalty: 4860.669434
	Iteration 46Q: 3 clusters Score -2396760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2396769.250000 Penalty: 4860.669434
	Iteration 47Q: 3 clusters Score -2396769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2396769.500000 Penalty: 4860.669434
	Iteration 48Q: 3 clusters Score -2396770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2396771.250000 Penalty: 4860.669434
	Iteration 49Q: 3 clusters Score -2396771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2396774.500000 Penalty: 4860.669434
	Iteration 50Q: 3 clusters Score -2396774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2396781.500000 Penalty: 4860.669434
	Iteration 51Q: 3 clusters Score -2396782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2396784.500000 Penalty: 4860.669434
	Iteration 52Q: 3 clusters Score -2396784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2396782.750000 Penalty: 4860.669434
	Iteration 53Q: 3 clusters Score -2396783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2396787.250000 Penalty: 4860.669434
	Iteration 54Q: 3 clusters Score -2396787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2396788.250000 Penalty: 4860.669434
	Iteration 55Q: 3 clusters Score -2396788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2396787.500000 Penalty: 4860.669434
	Iteration 56Q: 3 clusters Score -2396788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2396787.250000 Penalty: 4860.669434
	Iteration 57Q: 3 clusters Score -2396787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2396787.500000 Penalty: 4860.669434
	Iteration 58Q: 3 clusters Score -2396788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2396786.500000 Penalty: 4860.669434
	Iteration 59Q: 3 clusters Score -2396786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2396791.750000 Penalty: 4860.669434
	Iteration 60F: 3 clusters Score -2396792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2396797.500000 Penalty: 4860.669434
	Iteration 61Q: 3 clusters Score -2396798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2396799.500000 Penalty: 4860.669434
	Iteration 62Q: 3 clusters Score -2396800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2396800.750000 Penalty: 4860.669434
	Iteration 63Q: 3 clusters Score -2396801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2396800.250000 Penalty: 4860.669434
	Iteration 64Q: 3 clusters Score -2396800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2396798.750000 Penalty: 4860.669434
	Iteration 65Q: 3 clusters Score -2396799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2396798.250000 Penalty: 4860.669434
	Iteration 66Q: 3 clusters Score -2396798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2396801.500000 Penalty: 4860.669434
	Iteration 67Q: 3 clusters Score -2396802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2396804.250000 Penalty: 4860.669434
	Iteration 68Q: 3 clusters Score -2396804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2396801.000000 Penalty: 4860.669434
	Iteration 69Q: 3 clusters Score -2396801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2396796.750000 Penalty: 4860.669434
	Iteration 70Q: 3 clusters Score -2396797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2396797.750000 Penalty: 4860.669434
	Iteration 71Q: 3 clusters Score -2396798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2396797.000000 Penalty: 4860.669434
	Iteration 72Q: 3 clusters Score -2396797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2396799.750000 Penalty: 4860.669434
	Iteration 73Q: 3 clusters Score -2396800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2396804.000000 Penalty: 4860.669434
	Iteration 74Q: 3 clusters Score -2396804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2396802.500000 Penalty: 4860.669434
	Iteration 75Q: 3 clusters Score -2396802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2396805.500000 Penalty: 4860.669434
	Iteration 76Q: 3 clusters Score -2396806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2396807.000000 Penalty: 4860.669434
	Iteration 77Q: 3 clusters Score -2396807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2396808.500000 Penalty: 4860.669434
	Iteration 78Q: 3 clusters Score -2396808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2396806.250000 Penalty: 4860.669434
	Iteration 79Q: 3 clusters Score -2396806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2396810.250000 Penalty: 4860.669434
	Iteration 80F: 3 clusters Score -2396810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2396809.000000 Penalty: 4860.669434
	Iteration 81Q: 3 clusters Score -2396809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2396808.000000 Penalty: 4860.669434
	Iteration 82Q: 3 clusters Score -2396808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2396812.000000 Penalty: 4860.669434
	Iteration 83Q: 3 clusters Score -2396812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2396812.500000 Penalty: 4860.669434
	Iteration 84Q: 3 clusters Score -2396812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2396814.000000 Penalty: 4860.669434
	Iteration 85Q: 3 clusters Score -2396814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2396820.500000 Penalty: 4860.669434
	Iteration 86Q: 3 clusters Score -2396820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2396817.250000 Penalty: 4860.669434
	Iteration 87Q: 3 clusters Score -2396817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2396822.750000 Penalty: 4860.669434
	Iteration 88Q: 3 clusters Score -2396823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2396828.750000 Penalty: 4860.669434
	Iteration 89Q: 3 clusters Score -2396829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2396830.000000 Penalty: 4860.669434
	Iteration 90Q: 3 clusters Score -2396830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2396828.000000 Penalty: 4860.669434
	Iteration 91Q: 3 clusters Score -2396828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2396828.000000 Penalty: 4860.669434
	Iteration 92Q: 3 clusters Score -2396828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2396835.250000 Penalty: 4860.669434
	Iteration 93Q: 3 clusters Score -2396835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2396837.500000 Penalty: 4860.669434
	Iteration 94Q: 3 clusters Score -2396838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2396839.000000 Penalty: 4860.669434
	Iteration 95Q: 3 clusters Score -2396839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2396842.750000 Penalty: 4860.669434
	Iteration 96Q: 3 clusters Score -2396843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2396848.500000 Penalty: 4860.669434
	Iteration 97Q: 3 clusters Score -2396848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2396853.000000 Penalty: 4860.669434
	Iteration 98Q: 3 clusters Score -2396853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2396849.000000 Penalty: 4860.669434
	Iteration 99Q: 3 clusters Score -2396849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2396851.750000 Penalty: 4860.669434
	Iteration 100F: 3 clusters Score -2396852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2396854.500000 Penalty: 4860.669434
	Iteration 101Q: 3 clusters Score -2396854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2396862.500000 Penalty: 4860.669434
	Iteration 102Q: 3 clusters Score -2396862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2396860.500000 Penalty: 4860.669434
	Iteration 103Q: 3 clusters Score -2396860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2396866.750000 Penalty: 4860.669434
	Iteration 104Q: 3 clusters Score -2396867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2396870.750000 Penalty: 4860.669434
	Iteration 105Q: 3 clusters Score -2396871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2396874.500000 Penalty: 4860.669434
	Iteration 106Q: 3 clusters Score -2396874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2396875.750000 Penalty: 4860.669434
	Iteration 107Q: 3 clusters Score -2396876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2396882.250000 Penalty: 4860.669434
	Iteration 108Q: 3 clusters Score -2396882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2396879.250000 Penalty: 4860.669434
	Iteration 109Q: 3 clusters Score -2396879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2396883.250000 Penalty: 4860.669434
	Iteration 110Q: 3 clusters Score -2396883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2396884.250000 Penalty: 4860.669434
	Iteration 111Q: 3 clusters Score -2396884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2396882.750000 Penalty: 4860.669434
	Iteration 112Q: 3 clusters Score -2396883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2396878.750000 Penalty: 4860.669434
	Iteration 113Q: 3 clusters Score -2396879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2396881.250000 Penalty: 4860.669434
	Iteration 114Q: 3 clusters Score -2396881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2396882.500000 Penalty: 4860.669434
	Iteration 115Q: 3 clusters Score -2396882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2396884.000000 Penalty: 4860.669434
	Iteration 116Q: 3 clusters Score -2396884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2396883.750000 Penalty: 4860.669434
	Iteration 117Q: 3 clusters Score -2396884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2396880.500000 Penalty: 4860.669434
	Iteration 118Q: 3 clusters Score -2396880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2396884.000000 Penalty: 4860.669434
	Iteration 119Q: 3 clusters Score -2396884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2396884.000000 Penalty: 4860.669434
	Iteration 120F: 3 clusters Score -2396884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174232 members 
Entering Unmasked Estep 
Score: -23582266.000000 Penalty: 2992.899414
	Iteration 0F: 2 clusters Score -2.358227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -23467620.000000 Penalty: 5985.798828
	Iteration 0F: 3 clusters Score -2.346762e+07 nChanged 83829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -23515930.000000 Penalty: 5985.798828
	Iteration 1F: 3 clusters Score -2.351593e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -23516938.000000 Penalty: 5985.798828
	Iteration 2Q: 3 clusters Score -2.351694e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -23517930.000000 Penalty: 5985.798828
	Iteration 3Q: 3 clusters Score -2.351793e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -23519258.000000 Penalty: 5985.798828
	Iteration 4Q: 3 clusters Score -2.351926e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -23521384.000000 Penalty: 5985.798828
	Iteration 5Q: 3 clusters Score -2.352138e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -23525752.000000 Penalty: 5985.798828
	Iteration 6F: 3 clusters Score -2.352575e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -23533754.000000 Penalty: 5985.798828
	Iteration 7F: 3 clusters Score -2.353375e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -23546400.000000 Penalty: 5985.798828
	Iteration 8F: 3 clusters Score -2.35464e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -23560410.000000 Penalty: 5985.798828
	Iteration 9F: 3 clusters Score -2.356041e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -23571766.000000 Penalty: 5985.798828
	Iteration 10F: 3 clusters Score -2.357177e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171466 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23577034.000000 Penalty: 5985.798828
	Iteration 11Q: 3 clusters Score -2.357703e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23578816.000000 Penalty: 5985.798828
	Iteration 12Q: 3 clusters Score -2.357882e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23579292.000000 Penalty: 5985.798828
	Iteration 13Q: 3 clusters Score -2.357929e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173974 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23579500.000000 Penalty: 5985.798828
	Iteration 14Q: 3 clusters Score -2.35795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174007 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23579560.000000 Penalty: 5985.798828
	Iteration 15Q: 3 clusters Score -2.357956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174022 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23579638.000000 Penalty: 5985.798828
	Iteration 16Q: 3 clusters Score -2.357964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23579636.000000 Penalty: 5985.798828
	Iteration 17Q: 3 clusters Score -2.357964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23579654.000000 Penalty: 5985.798828
	Iteration 18Q: 3 clusters Score -2.357965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23579674.000000 Penalty: 5985.798828
	Iteration 19Q: 3 clusters Score -2.357967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23579678.000000 Penalty: 5985.798828
	Iteration 20F: 3 clusters Score -2.357968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23579672.000000 Penalty: 5985.798828
	Iteration 21Q: 3 clusters Score -2.357967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23579672.000000 Penalty: 5985.798828
	Iteration 22Q: 3 clusters Score -2.357967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174025 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23579678.000000 Penalty: 5985.798828
	Iteration 23Q: 3 clusters Score -2.357968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23579678.000000 Penalty: 5985.798828
	Iteration 24Q: 3 clusters Score -2.357968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23579678.000000 Penalty: 5985.798828
	Iteration 25Q: 3 clusters Score -2.357968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23579678.000000 Penalty: 5985.798828
	Iteration 26F: 3 clusters Score -2.357968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -632991.125000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -632991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -628504.875000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -628504.9 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -629784.375000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -629784.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -630141.125000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -630141.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -630415.500000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -630415.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -630660.187500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -630660.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -630827.125000 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -630827.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -630963.250000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -630963.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -631079.500000 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -631079.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -631184.625000 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -631184.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -631256.312500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -631256.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -631305.000000 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -631305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -631333.187500 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -631333.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -631354.812500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -631354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -631374.937500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -631374.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -631387.812500 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -631387.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -631397.250000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -631397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -631406.062500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -631406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -631411.000000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -631411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -631416.250000 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -631416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -631423.500000 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -631423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -631429.500000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -631429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -631435.750000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -631435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -631440.375000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -631440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -631445.625000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -631445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -631449.750000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -631449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -631452.687500 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -631452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -631455.500000 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -631455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -631459.000000 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -631459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -631461.812500 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -631461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -631468.250000 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -631468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -631470.187500 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -631470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -631471.875000 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -631471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -631472.625000 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -631472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -631474.000000 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -631474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -631475.062500 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -631475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -631475.062500 Penalty: 4220.843750
	Iteration 35F: 3 clusters Score -631475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193566 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234986 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100337 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75052 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155254 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 175294 members 
Mstep: Class 15 contains 39022 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65970 members 
Mstep: Class 21 contains 18029 members 
Mstep: Class 22 contains 174232 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370256.000000 Penalty: 77098.109375
Iteration 359Q: 23 clusters Score -1.803703e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193569 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235002 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100333 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75050 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155257 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 175284 members 
Mstep: Class 15 contains 39021 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65974 members 
Mstep: Class 21 contains 18026 members 
Mstep: Class 22 contains 174223 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370224.000000 Penalty: 77098.109375
Iteration 360F: 23 clusters Score -1.803702e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235006 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100330 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75047 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155256 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 175278 members 
Mstep: Class 15 contains 39021 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 65981 members 
Mstep: Class 21 contains 18020 members 
Mstep: Class 22 contains 174227 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 361Q: 23 clusters Score -1.803701e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193567 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235002 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100326 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75041 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155253 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 175276 members 
Mstep: Class 15 contains 39020 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66000 members 
Mstep: Class 21 contains 18014 members 
Mstep: Class 22 contains 174221 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370224.000000 Penalty: 77098.109375
Iteration 362Q: 23 clusters Score -1.803702e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235001 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100322 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75034 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155251 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14215 members 
Mstep: Class 14 contains 175279 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66011 members 
Mstep: Class 21 contains 18007 members 
Mstep: Class 22 contains 174214 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370192.000000 Penalty: 77098.109375
Iteration 363Q: 23 clusters Score -1.803702e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235006 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100315 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75033 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155245 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 175282 members 
Mstep: Class 15 contains 39020 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66015 members 
Mstep: Class 21 contains 18001 members 
Mstep: Class 22 contains 174214 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370176.000000 Penalty: 77098.109375
Iteration 364Q: 23 clusters Score -1.803702e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235001 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100314 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75034 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155242 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14221 members 
Mstep: Class 14 contains 175280 members 
Mstep: Class 15 contains 39020 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66020 members 
Mstep: Class 21 contains 17994 members 
Mstep: Class 22 contains 174218 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370080.000000 Penalty: 77098.109375
Iteration 365Q: 23 clusters Score -1.803701e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234998 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100314 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75034 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155246 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 175280 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66020 members 
Mstep: Class 21 contains 17979 members 
Mstep: Class 22 contains 174228 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370080.000000 Penalty: 77098.109375
Iteration 366Q: 23 clusters Score -1.803701e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234994 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100311 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75030 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155254 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 175280 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66022 members 
Mstep: Class 21 contains 17961 members 
Mstep: Class 22 contains 174244 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 367Q: 23 clusters Score -1.803701e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234993 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100307 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75029 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155256 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 175278 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 63915 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66025 members 
Mstep: Class 21 contains 17947 members 
Mstep: Class 22 contains 174258 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370000.000000 Penalty: 77098.109375
Iteration 368Q: 23 clusters Score -1.8037e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193589 members 
Mstep: Class 2 contains 42324 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234991 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100301 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75028 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155246 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 175278 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 63915 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66028 members 
Mstep: Class 21 contains 17940 members 
Mstep: Class 22 contains 174275 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 369Q: 23 clusters Score -1.8037e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193589 members 
Mstep: Class 2 contains 42325 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234997 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100301 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75027 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155240 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 175278 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66030 members 
Mstep: Class 21 contains 17930 members 
Mstep: Class 22 contains 174278 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 370Q: 23 clusters Score -1.803699e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193589 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235004 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100304 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75025 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155241 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 175268 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 63919 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66034 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 174282 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 371Q: 23 clusters Score -1.803699e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235015 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100304 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75023 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155241 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14245 members 
Mstep: Class 14 contains 175260 members 
Mstep: Class 15 contains 39019 members 
Mstep: Class 16 contains 63919 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66042 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 174282 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 372Q: 23 clusters Score -1.803699e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235017 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100302 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75021 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155244 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14249 members 
Mstep: Class 14 contains 175262 members 
Mstep: Class 15 contains 39020 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66047 members 
Mstep: Class 21 contains 17899 members 
Mstep: Class 22 contains 174279 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 373Q: 23 clusters Score -1.8037e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193575 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235023 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100302 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75018 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155248 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 175262 members 
Mstep: Class 15 contains 39020 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66057 members 
Mstep: Class 21 contains 17892 members 
Mstep: Class 22 contains 174267 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 374Q: 23 clusters Score -1.803698e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 42329 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235028 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100296 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75017 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155252 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 175253 members 
Mstep: Class 15 contains 39016 members 
Mstep: Class 16 contains 63920 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66071 members 
Mstep: Class 21 contains 17881 members 
Mstep: Class 22 contains 174261 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 375Q: 23 clusters Score -1.803699e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 42331 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235038 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100286 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75013 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155242 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14269 members 
Mstep: Class 14 contains 175252 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 63919 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66084 members 
Mstep: Class 21 contains 17873 members 
Mstep: Class 22 contains 174259 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 376Q: 23 clusters Score -1.803698e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193586 members 
Mstep: Class 2 contains 42330 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235045 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100284 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75016 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155237 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14275 members 
Mstep: Class 14 contains 175242 members 
Mstep: Class 15 contains 39021 members 
Mstep: Class 16 contains 63919 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66093 members 
Mstep: Class 21 contains 17866 members 
Mstep: Class 22 contains 174250 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 377Q: 23 clusters Score -1.803698e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 42335 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235054 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100286 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75012 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155221 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14284 members 
Mstep: Class 14 contains 175240 members 
Mstep: Class 15 contains 39018 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66098 members 
Mstep: Class 21 contains 17862 members 
Mstep: Class 22 contains 174255 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 378Q: 23 clusters Score -1.803698e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193587 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235060 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100289 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75009 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155215 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 175240 members 
Mstep: Class 15 contains 39016 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66106 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 174238 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 379Q: 23 clusters Score -1.803699e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193586 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235063 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100288 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75006 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155193 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14292 members 
Mstep: Class 14 contains 175239 members 
Mstep: Class 15 contains 39016 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66119 members 
Mstep: Class 21 contains 17859 members 
Mstep: Class 22 contains 174248 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 380F: 23 clusters Score -1.8037e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 42339 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235062 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100294 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75004 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155166 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 175238 members 
Mstep: Class 15 contains 39014 members 
Mstep: Class 16 contains 63914 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66129 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 174271 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 381Q: 23 clusters Score -1.803699e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193582 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235064 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100291 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75006 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155148 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14302 members 
Mstep: Class 14 contains 175237 members 
Mstep: Class 15 contains 39011 members 
Mstep: Class 16 contains 63914 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66143 members 
Mstep: Class 21 contains 17855 members 
Mstep: Class 22 contains 174272 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 382Q: 23 clusters Score -1.803698e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193588 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235065 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100294 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75005 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155134 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 175233 members 
Mstep: Class 15 contains 39011 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66150 members 
Mstep: Class 21 contains 17849 members 
Mstep: Class 22 contains 174275 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 383Q: 23 clusters Score -1.803698e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193596 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235058 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100291 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75007 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155126 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 175229 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66150 members 
Mstep: Class 21 contains 17845 members 
Mstep: Class 22 contains 174289 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 384Q: 23 clusters Score -1.803698e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193600 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235049 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75005 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155111 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 175232 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63917 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66151 members 
Mstep: Class 21 contains 17846 members 
Mstep: Class 22 contains 174303 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 385Q: 23 clusters Score -1.803698e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193603 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235039 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100289 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 75000 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155096 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 175224 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66157 members 
Mstep: Class 21 contains 17846 members 
Mstep: Class 22 contains 174326 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 386Q: 23 clusters Score -1.803698e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193609 members 
Mstep: Class 2 contains 42347 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235038 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100293 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74997 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155084 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14309 members 
Mstep: Class 14 contains 175220 members 
Mstep: Class 15 contains 39007 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66160 members 
Mstep: Class 21 contains 17845 members 
Mstep: Class 22 contains 174333 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 387Q: 23 clusters Score -1.803698e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193610 members 
Mstep: Class 2 contains 42347 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235032 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100288 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74998 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155064 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14312 members 
Mstep: Class 14 contains 175213 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66174 members 
Mstep: Class 21 contains 17846 members 
Mstep: Class 22 contains 174351 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 388Q: 23 clusters Score -1.803698e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 42347 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235023 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74994 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155053 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 175201 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63921 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66182 members 
Mstep: Class 21 contains 17841 members 
Mstep: Class 22 contains 174372 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 389Q: 23 clusters Score -1.803699e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193606 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235015 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100286 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74988 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155044 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 175197 members 
Mstep: Class 15 contains 39006 members 
Mstep: Class 16 contains 63923 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66194 members 
Mstep: Class 21 contains 17841 members 
Mstep: Class 22 contains 174395 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 390Q: 23 clusters Score -1.803699e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193607 members 
Mstep: Class 2 contains 42345 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235015 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100290 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74983 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155036 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14317 members 
Mstep: Class 14 contains 175188 members 
Mstep: Class 15 contains 39003 members 
Mstep: Class 16 contains 63921 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66201 members 
Mstep: Class 21 contains 17839 members 
Mstep: Class 22 contains 174414 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 391Q: 23 clusters Score -1.803699e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235016 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74974 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155028 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 175190 members 
Mstep: Class 15 contains 39002 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66214 members 
Mstep: Class 21 contains 17836 members 
Mstep: Class 22 contains 174412 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 392Q: 23 clusters Score -1.8037e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193621 members 
Mstep: Class 2 contains 42347 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235021 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74966 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155022 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39004 members 
Mstep: Class 16 contains 63916 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66228 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 174401 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 393Q: 23 clusters Score -1.803699e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235021 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100295 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74965 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155021 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14317 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39006 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66233 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 174400 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 394Q: 23 clusters Score -1.803701e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193622 members 
Mstep: Class 2 contains 42345 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235020 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100294 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74959 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155021 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39006 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66239 members 
Mstep: Class 21 contains 17831 members 
Mstep: Class 22 contains 174398 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 395Q: 23 clusters Score -1.803701e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 42345 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235016 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100294 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74952 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155030 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66240 members 
Mstep: Class 21 contains 17829 members 
Mstep: Class 22 contains 174400 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 396Q: 23 clusters Score -1.8037e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193619 members 
Mstep: Class 2 contains 42344 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235014 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100293 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74946 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155032 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 175192 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66248 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 174402 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 397Q: 23 clusters Score -1.8037e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 42343 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235016 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100294 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74946 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155029 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 175191 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66252 members 
Mstep: Class 21 contains 17828 members 
Mstep: Class 22 contains 174401 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 398Q: 23 clusters Score -1.803699e+08 nChanged 97
Entering ConstructFrom: 
Score: -180369920.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193611 members 
Entering Unmasked Estep 
Score: -26003848.000000 Penalty: 3019.054199
	Iteration 0F: 2 clusters Score -2.600385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -25879536.000000 Penalty: 6038.108398
	Iteration 0F: 3 clusters Score -2.587954e+07 nChanged 92770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -25934938.000000 Penalty: 6038.108398
	Iteration 1F: 3 clusters Score -2.593494e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -25937244.000000 Penalty: 6038.108398
	Iteration 2Q: 3 clusters Score -2.593724e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -25941200.000000 Penalty: 6038.108398
	Iteration 3Q: 3 clusters Score -2.59412e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -25947946.000000 Penalty: 6038.108398
	Iteration 4F: 3 clusters Score -2.594795e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136673 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -25959270.000000 Penalty: 6038.108398
	Iteration 5F: 3 clusters Score -2.595927e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150647 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -25973270.000000 Penalty: 6038.108398
	Iteration 6F: 3 clusters Score -2.597327e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -25986016.000000 Penalty: 6038.108398
	Iteration 7F: 3 clusters Score -2.598602e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -25994168.000000 Penalty: 6038.108398
	Iteration 8Q: 3 clusters Score -2.599417e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -25997998.000000 Penalty: 6038.108398
	Iteration 9Q: 3 clusters Score -2.5998e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -25999748.000000 Penalty: 6038.108398
	Iteration 10Q: 3 clusters Score -2.599975e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -26000712.000000 Penalty: 6038.108398
	Iteration 11Q: 3 clusters Score -2.600071e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183113 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -26001270.000000 Penalty: 6038.108398
	Iteration 12Q: 3 clusters Score -2.600127e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184954 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -26001698.000000 Penalty: 6038.108398
	Iteration 13Q: 3 clusters Score -2.60017e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186422 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -26002098.000000 Penalty: 6038.108398
	Iteration 14Q: 3 clusters Score -2.60021e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -26002276.000000 Penalty: 6038.108398
	Iteration 15Q: 3 clusters Score -2.600228e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188645 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -26002280.000000 Penalty: 6038.108398
	Iteration 16Q: 3 clusters Score -2.600228e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189391 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -26002420.000000 Penalty: 6038.108398
	Iteration 17Q: 3 clusters Score -2.600242e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189950 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -26002482.000000 Penalty: 6038.108398
	Iteration 18Q: 3 clusters Score -2.600248e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190342 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -26002526.000000 Penalty: 6038.108398
	Iteration 19Q: 3 clusters Score -2.600253e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -26002586.000000 Penalty: 6038.108398
	Iteration 20F: 3 clusters Score -2.600259e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -26002552.000000 Penalty: 6038.108398
	Iteration 21Q: 3 clusters Score -2.600255e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191152 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -26002560.000000 Penalty: 6038.108398
	Iteration 22Q: 3 clusters Score -2.600256e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -26002542.000000 Penalty: 6038.108398
	Iteration 23Q: 3 clusters Score -2.600254e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26002540.000000 Penalty: 6038.108398
	Iteration 24Q: 3 clusters Score -2.600254e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191516 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26002506.000000 Penalty: 6038.108398
	Iteration 25Q: 3 clusters Score -2.600251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -26002494.000000 Penalty: 6038.108398
	Iteration 26Q: 3 clusters Score -2.600249e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191642 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -26002470.000000 Penalty: 6038.108398
	Iteration 27Q: 3 clusters Score -2.600247e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191684 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -26002466.000000 Penalty: 6038.108398
	Iteration 28Q: 3 clusters Score -2.600247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191724 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -26002450.000000 Penalty: 6038.108398
	Iteration 29Q: 3 clusters Score -2.600245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26002446.000000 Penalty: 6038.108398
	Iteration 30Q: 3 clusters Score -2.600245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -26002414.000000 Penalty: 6038.108398
	Iteration 31Q: 3 clusters Score -2.600241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191833 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -26002410.000000 Penalty: 6038.108398
	Iteration 32Q: 3 clusters Score -2.600241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191861 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -26002432.000000 Penalty: 6038.108398
	Iteration 33Q: 3 clusters Score -2.600243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191892 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -26002404.000000 Penalty: 6038.108398
	Iteration 34Q: 3 clusters Score -2.60024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191905 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -26002398.000000 Penalty: 6038.108398
	Iteration 35Q: 3 clusters Score -2.60024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26002386.000000 Penalty: 6038.108398
	Iteration 36Q: 3 clusters Score -2.600239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191929 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26002380.000000 Penalty: 6038.108398
	Iteration 37Q: 3 clusters Score -2.600238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191944 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -26002358.000000 Penalty: 6038.108398
	Iteration 38Q: 3 clusters Score -2.600236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191961 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 39Q: 3 clusters Score -2.600238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191974 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -26002394.000000 Penalty: 6038.108398
	Iteration 40F: 3 clusters Score -2.600239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191984 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -26002400.000000 Penalty: 6038.108398
	Iteration 41Q: 3 clusters Score -2.60024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -26002392.000000 Penalty: 6038.108398
	Iteration 42Q: 3 clusters Score -2.600239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26002406.000000 Penalty: 6038.108398
	Iteration 43Q: 3 clusters Score -2.600241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192002 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26002404.000000 Penalty: 6038.108398
	Iteration 44Q: 3 clusters Score -2.60024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192013 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -26002394.000000 Penalty: 6038.108398
	Iteration 45Q: 3 clusters Score -2.600239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192017 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -26002386.000000 Penalty: 6038.108398
	Iteration 46Q: 3 clusters Score -2.600239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192021 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -26002386.000000 Penalty: 6038.108398
	Iteration 47Q: 3 clusters Score -2.600239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192025 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -26002374.000000 Penalty: 6038.108398
	Iteration 48Q: 3 clusters Score -2.600237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192028 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26002396.000000 Penalty: 6038.108398
	Iteration 49Q: 3 clusters Score -2.60024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192033 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -26002378.000000 Penalty: 6038.108398
	Iteration 50Q: 3 clusters Score -2.600238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 51Q: 3 clusters Score -2.600238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192041 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 52Q: 3 clusters Score -2.600238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192043 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 53Q: 3 clusters Score -2.600238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192048 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -26002356.000000 Penalty: 6038.108398
	Iteration 54Q: 3 clusters Score -2.600236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192050 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -26002370.000000 Penalty: 6038.108398
	Iteration 55Q: 3 clusters Score -2.600237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192056 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -26002372.000000 Penalty: 6038.108398
	Iteration 56Q: 3 clusters Score -2.600237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -26002388.000000 Penalty: 6038.108398
	Iteration 57Q: 3 clusters Score -2.600239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -26002370.000000 Penalty: 6038.108398
	Iteration 58Q: 3 clusters Score -2.600237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192072 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -26002366.000000 Penalty: 6038.108398
	Iteration 59Q: 3 clusters Score -2.600237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -26002360.000000 Penalty: 6038.108398
	Iteration 60F: 3 clusters Score -2.600236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -26002378.000000 Penalty: 6038.108398
	Iteration 61Q: 3 clusters Score -2.600238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192082 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -26002370.000000 Penalty: 6038.108398
	Iteration 62Q: 3 clusters Score -2.600237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192083 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -26002366.000000 Penalty: 6038.108398
	Iteration 63Q: 3 clusters Score -2.600237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192086 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -26002382.000000 Penalty: 6038.108398
	Iteration 64Q: 3 clusters Score -2.600238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192089 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -26002366.000000 Penalty: 6038.108398
	Iteration 65Q: 3 clusters Score -2.600237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192092 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -26002382.000000 Penalty: 6038.108398
	Iteration 66Q: 3 clusters Score -2.600238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 67Q: 3 clusters Score -2.600238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -26002376.000000 Penalty: 6038.108398
	Iteration 68F: 3 clusters Score -2.600238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Entering Unmasked Estep 
Score: -5745837.000000 Penalty: 2642.076660
	Iteration 0F: 2 clusters Score -5745837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5717185.500000 Penalty: 5284.153320
	Iteration 0F: 3 clusters Score -5717186 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5727857.000000 Penalty: 5284.153320
	Iteration 1F: 3 clusters Score -5727857 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5728359.500000 Penalty: 5284.153320
	Iteration 2Q: 3 clusters Score -5728360 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5728889.000000 Penalty: 5284.153320
	Iteration 3Q: 3 clusters Score -5728889 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5729433.000000 Penalty: 5284.153320
	Iteration 4Q: 3 clusters Score -5729433 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -5730155.000000 Penalty: 5284.153320
	Iteration 5Q: 3 clusters Score -5730155 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -5731138.500000 Penalty: 5284.153320
	Iteration 6Q: 3 clusters Score -5731138 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5732597.500000 Penalty: 5284.153320
	Iteration 7F: 3 clusters Score -5732598 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -5734604.500000 Penalty: 5284.153320
	Iteration 8F: 3 clusters Score -5734604 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5737008.500000 Penalty: 5284.153320
	Iteration 9F: 3 clusters Score -5737008 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5739084.000000 Penalty: 5284.153320
	Iteration 10F: 3 clusters Score -5739084 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -5740301.000000 Penalty: 5284.153320
	Iteration 11Q: 3 clusters Score -5740301 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5740787.500000 Penalty: 5284.153320
	Iteration 12Q: 3 clusters Score -5740788 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5740994.500000 Penalty: 5284.153320
	Iteration 13Q: 3 clusters Score -5740994 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5741123.000000 Penalty: 5284.153320
	Iteration 14Q: 3 clusters Score -5741123 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5741289.000000 Penalty: 5284.153320
	Iteration 15Q: 3 clusters Score -5741289 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -5741488.000000 Penalty: 5284.153320
	Iteration 16Q: 3 clusters Score -5741488 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5741622.000000 Penalty: 5284.153320
	Iteration 17Q: 3 clusters Score -5741622 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -5741803.000000 Penalty: 5284.153320
	Iteration 18Q: 3 clusters Score -5741803 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -5741937.500000 Penalty: 5284.153320
	Iteration 19Q: 3 clusters Score -5741938 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5742070.000000 Penalty: 5284.153320
	Iteration 20F: 3 clusters Score -5742070 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5742202.500000 Penalty: 5284.153320
	Iteration 21Q: 3 clusters Score -5742202 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -5742314.000000 Penalty: 5284.153320
	Iteration 22Q: 3 clusters Score -5742314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -5742477.500000 Penalty: 5284.153320
	Iteration 23Q: 3 clusters Score -5742478 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5742569.500000 Penalty: 5284.153320
	Iteration 24Q: 3 clusters Score -5742570 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5742665.500000 Penalty: 5284.153320
	Iteration 25Q: 3 clusters Score -5742666 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -5742741.000000 Penalty: 5284.153320
	Iteration 26Q: 3 clusters Score -5742741 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5742825.500000 Penalty: 5284.153320
	Iteration 27Q: 3 clusters Score -5742826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5742894.500000 Penalty: 5284.153320
	Iteration 28Q: 3 clusters Score -5742894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5742978.500000 Penalty: 5284.153320
	Iteration 29Q: 3 clusters Score -5742978 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5743041.500000 Penalty: 5284.153320
	Iteration 30Q: 3 clusters Score -5743042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5743112.000000 Penalty: 5284.153320
	Iteration 31Q: 3 clusters Score -5743112 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5743163.000000 Penalty: 5284.153320
	Iteration 32Q: 3 clusters Score -5743163 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -5743200.000000 Penalty: 5284.153320
	Iteration 33Q: 3 clusters Score -5743200 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5743246.500000 Penalty: 5284.153320
	Iteration 34Q: 3 clusters Score -5743246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5743299.500000 Penalty: 5284.153320
	Iteration 35Q: 3 clusters Score -5743300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -5743343.500000 Penalty: 5284.153320
	Iteration 36Q: 3 clusters Score -5743344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -5743378.500000 Penalty: 5284.153320
	Iteration 37Q: 3 clusters Score -5743378 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5743422.500000 Penalty: 5284.153320
	Iteration 38Q: 3 clusters Score -5743422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5743464.000000 Penalty: 5284.153320
	Iteration 39Q: 3 clusters Score -5743464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -5743488.500000 Penalty: 5284.153320
	Iteration 40F: 3 clusters Score -5743488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5743532.500000 Penalty: 5284.153320
	Iteration 41Q: 3 clusters Score -5743532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5743565.500000 Penalty: 5284.153320
	Iteration 42Q: 3 clusters Score -5743566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5743593.500000 Penalty: 5284.153320
	Iteration 43Q: 3 clusters Score -5743594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5743615.000000 Penalty: 5284.153320
	Iteration 44Q: 3 clusters Score -5743615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5743634.000000 Penalty: 5284.153320
	Iteration 45Q: 3 clusters Score -5743634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5743645.000000 Penalty: 5284.153320
	Iteration 46Q: 3 clusters Score -5743645 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5743665.000000 Penalty: 5284.153320
	Iteration 47Q: 3 clusters Score -5743665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5743682.000000 Penalty: 5284.153320
	Iteration 48Q: 3 clusters Score -5743682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5743681.000000 Penalty: 5284.153320
	Iteration 49Q: 3 clusters Score -5743681 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5743719.000000 Penalty: 5284.153320
	Iteration 50Q: 3 clusters Score -5743719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5743737.000000 Penalty: 5284.153320
	Iteration 51Q: 3 clusters Score -5743737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5743762.500000 Penalty: 5284.153320
	Iteration 52Q: 3 clusters Score -5743762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5743766.500000 Penalty: 5284.153320
	Iteration 53Q: 3 clusters Score -5743766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5743785.000000 Penalty: 5284.153320
	Iteration 54Q: 3 clusters Score -5743785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5743799.500000 Penalty: 5284.153320
	Iteration 55Q: 3 clusters Score -5743800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5743799.500000 Penalty: 5284.153320
	Iteration 56Q: 3 clusters Score -5743800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5743827.500000 Penalty: 5284.153320
	Iteration 57Q: 3 clusters Score -5743828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -5743851.000000 Penalty: 5284.153320
	Iteration 58Q: 3 clusters Score -5743851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5743851.500000 Penalty: 5284.153320
	Iteration 59Q: 3 clusters Score -5743852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5743863.000000 Penalty: 5284.153320
	Iteration 60F: 3 clusters Score -5743863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5743865.000000 Penalty: 5284.153320
	Iteration 61Q: 3 clusters Score -5743865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5743883.000000 Penalty: 5284.153320
	Iteration 62Q: 3 clusters Score -5743883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5743897.000000 Penalty: 5284.153320
	Iteration 63Q: 3 clusters Score -5743897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5743915.000000 Penalty: 5284.153320
	Iteration 64Q: 3 clusters Score -5743915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5743926.500000 Penalty: 5284.153320
	Iteration 65Q: 3 clusters Score -5743926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5743951.000000 Penalty: 5284.153320
	Iteration 66Q: 3 clusters Score -5743951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5743948.000000 Penalty: 5284.153320
	Iteration 67Q: 3 clusters Score -5743948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -5743965.000000 Penalty: 5284.153320
	Iteration 68Q: 3 clusters Score -5743965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5743965.000000 Penalty: 5284.153320
	Iteration 69Q: 3 clusters Score -5743965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5743985.500000 Penalty: 5284.153320
	Iteration 70Q: 3 clusters Score -5743986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5743988.500000 Penalty: 5284.153320
	Iteration 71Q: 3 clusters Score -5743988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5743984.500000 Penalty: 5284.153320
	Iteration 72Q: 3 clusters Score -5743984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -5743990.000000 Penalty: 5284.153320
	Iteration 73Q: 3 clusters Score -5743990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5743994.500000 Penalty: 5284.153320
	Iteration 74Q: 3 clusters Score -5743994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5744003.500000 Penalty: 5284.153320
	Iteration 75Q: 3 clusters Score -5744004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5744008.500000 Penalty: 5284.153320
	Iteration 76Q: 3 clusters Score -5744008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5744011.500000 Penalty: 5284.153320
	Iteration 77Q: 3 clusters Score -5744012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5744011.500000 Penalty: 5284.153320
	Iteration 78Q: 3 clusters Score -5744012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -5744015.500000 Penalty: 5284.153320
	Iteration 79Q: 3 clusters Score -5744016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -5744016.500000 Penalty: 5284.153320
	Iteration 80F: 3 clusters Score -5744016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5744013.000000 Penalty: 5284.153320
	Iteration 81Q: 3 clusters Score -5744013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5744018.500000 Penalty: 5284.153320
	Iteration 82Q: 3 clusters Score -5744018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -5744014.000000 Penalty: 5284.153320
	Iteration 83Q: 3 clusters Score -5744014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5744028.000000 Penalty: 5284.153320
	Iteration 84Q: 3 clusters Score -5744028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -5744033.500000 Penalty: 5284.153320
	Iteration 85Q: 3 clusters Score -5744034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5744040.000000 Penalty: 5284.153320
	Iteration 86Q: 3 clusters Score -5744040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5744025.000000 Penalty: 5284.153320
	Iteration 87Q: 3 clusters Score -5744025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5744023.000000 Penalty: 5284.153320
	Iteration 88Q: 3 clusters Score -5744023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5744022.000000 Penalty: 5284.153320
	Iteration 89Q: 3 clusters Score -5744022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5744020.000000 Penalty: 5284.153320
	Iteration 90Q: 3 clusters Score -5744020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -5744032.500000 Penalty: 5284.153320
	Iteration 91Q: 3 clusters Score -5744032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5744029.000000 Penalty: 5284.153320
	Iteration 92Q: 3 clusters Score -5744029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -5744030.500000 Penalty: 5284.153320
	Iteration 93Q: 3 clusters Score -5744030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5744030.000000 Penalty: 5284.153320
	Iteration 94Q: 3 clusters Score -5744030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -5744034.000000 Penalty: 5284.153320
	Iteration 95Q: 3 clusters Score -5744034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5744037.500000 Penalty: 5284.153320
	Iteration 96Q: 3 clusters Score -5744038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5744036.000000 Penalty: 5284.153320
	Iteration 97Q: 3 clusters Score -5744036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5744041.000000 Penalty: 5284.153320
	Iteration 98Q: 3 clusters Score -5744041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5744043.500000 Penalty: 5284.153320
	Iteration 99Q: 3 clusters Score -5744044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5744043.500000 Penalty: 5284.153320
	Iteration 100F: 3 clusters Score -5744044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5744046.500000 Penalty: 5284.153320
	Iteration 101Q: 3 clusters Score -5744046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5744050.000000 Penalty: 5284.153320
	Iteration 102Q: 3 clusters Score -5744050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5744052.500000 Penalty: 5284.153320
	Iteration 103Q: 3 clusters Score -5744052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5744054.000000 Penalty: 5284.153320
	Iteration 104Q: 3 clusters Score -5744054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5744054.000000 Penalty: 5284.153320
	Iteration 105F: 3 clusters Score -5744054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -371726.437500 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -371726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -368611.250000 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -368611.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -369246.125000 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -369246.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -369414.593750 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -369414.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -369534.031250 Penalty: 3936.760742
	Iteration 3Q: 3 clusters Score -369534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -369645.281250 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -369645.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -369757.906250 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -369757.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -369853.812500 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -369853.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -369934.281250 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -369934.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -370008.625000 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -370008.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -370066.062500 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -370066.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -370126.750000 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -370126.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -370175.343750 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -370175.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -370212.156250 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -370212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -370246.531250 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -370246.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -370276.312500 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -370276.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -370297.093750 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -370297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -370308.718750 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -370308.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -370321.625000 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -370321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -370325.500000 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -370325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -370329.937500 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -370329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -370332.187500 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -370332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -370335.531250 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -370335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -370339.718750 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -370339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -370343.625000 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -370343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -370345.375000 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -370345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -370345.906250 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -370345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -370348.281250 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -370348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -370352.125000 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -370352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -370354.187500 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -370354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -370354.500000 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -370354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -370356.562500 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -370356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -370357.468750 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -370357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -370357.468750 Penalty: 3936.760742
	Iteration 32F: 3 clusters Score -370357.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (235013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235013 members 
Entering Unmasked Estep 
Score: -31433220.000000 Penalty: 3067.114258
	Iteration 0F: 2 clusters Score -3.143322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -31285476.000000 Penalty: 6134.228516
	Iteration 0F: 3 clusters Score -3.128548e+07 nChanged 113215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -31351882.000000 Penalty: 6134.228516
	Iteration 1F: 3 clusters Score -3.135188e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -31352708.000000 Penalty: 6134.228516
	Iteration 2Q: 3 clusters Score -3.135271e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -31353728.000000 Penalty: 6134.228516
	Iteration 3Q: 3 clusters Score -3.135373e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -31355146.000000 Penalty: 6134.228516
	Iteration 4Q: 3 clusters Score -3.135515e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -31357078.000000 Penalty: 6134.228516
	Iteration 5Q: 3 clusters Score -3.135708e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122253 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -31360110.000000 Penalty: 6134.228516
	Iteration 6Q: 3 clusters Score -3.136011e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
Score: -31364378.000000 Penalty: 6134.228516
	Iteration 7Q: 3 clusters Score -3.136438e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -31371120.000000 Penalty: 6134.228516
	Iteration 8F: 3 clusters Score -3.137112e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137256 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -31380850.000000 Penalty: 6134.228516
	Iteration 9F: 3 clusters Score -3.138085e+07 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -31392670.000000 Penalty: 6134.228516
	Iteration 10F: 3 clusters Score -3.139267e+07 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -31402956.000000 Penalty: 6134.228516
	Iteration 11F: 3 clusters Score -3.140296e+07 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -31409342.000000 Penalty: 6134.228516
	Iteration 12F: 3 clusters Score -3.140934e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -31413022.000000 Penalty: 6134.228516
	Iteration 13Q: 3 clusters Score -3.141302e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -31415294.000000 Penalty: 6134.228516
	Iteration 14Q: 3 clusters Score -3.141529e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -31417300.000000 Penalty: 6134.228516
	Iteration 15Q: 3 clusters Score -3.14173e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -31419006.000000 Penalty: 6134.228516
	Iteration 16Q: 3 clusters Score -3.141901e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -31420482.000000 Penalty: 6134.228516
	Iteration 17Q: 3 clusters Score -3.142048e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -31421652.000000 Penalty: 6134.228516
	Iteration 18Q: 3 clusters Score -3.142165e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -31422394.000000 Penalty: 6134.228516
	Iteration 19Q: 3 clusters Score -3.142239e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -31423746.000000 Penalty: 6134.228516
	Iteration 20F: 3 clusters Score -3.142375e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -31424852.000000 Penalty: 6134.228516
	Iteration 21Q: 3 clusters Score -3.142485e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -31425822.000000 Penalty: 6134.228516
	Iteration 22Q: 3 clusters Score -3.142582e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180043 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -31426796.000000 Penalty: 6134.228516
	Iteration 23Q: 3 clusters Score -3.14268e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -31428146.000000 Penalty: 6134.228516
	Iteration 24Q: 3 clusters Score -3.142815e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186464 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -31429234.000000 Penalty: 6134.228516
	Iteration 25Q: 3 clusters Score -3.142923e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190124 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -31430278.000000 Penalty: 6134.228516
	Iteration 26Q: 3 clusters Score -3.143028e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193898 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -31431260.000000 Penalty: 6134.228516
	Iteration 27Q: 3 clusters Score -3.143126e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197570 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -31432062.000000 Penalty: 6134.228516
	Iteration 28Q: 3 clusters Score -3.143206e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201146 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -31432642.000000 Penalty: 6134.228516
	Iteration 29Q: 3 clusters Score -3.143264e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204445 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -31432974.000000 Penalty: 6134.228516
	Iteration 30Q: 3 clusters Score -3.143297e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207421 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -31433252.000000 Penalty: 6134.228516
	Iteration 31Q: 3 clusters Score -3.143325e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210122 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -31433390.000000 Penalty: 6134.228516
	Iteration 32Q: 3 clusters Score -3.143339e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212427 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -31433370.000000 Penalty: 6134.228516
	Iteration 33Q: 3 clusters Score -3.143337e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -31433384.000000 Penalty: 6134.228516
	Iteration 34Q: 3 clusters Score -3.143338e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216297 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -31433538.000000 Penalty: 6134.228516
	Iteration 35Q: 3 clusters Score -3.143354e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217829 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -31433410.000000 Penalty: 6134.228516
	Iteration 36Q: 3 clusters Score -3.143341e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219191 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -31433100.000000 Penalty: 6134.228516
	Iteration 37Q: 3 clusters Score -3.14331e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220304 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -31432938.000000 Penalty: 6134.228516
	Iteration 38Q: 3 clusters Score -3.143294e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221313 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -31432794.000000 Penalty: 6134.228516
	Iteration 39Q: 3 clusters Score -3.143279e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222169 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -31432948.000000 Penalty: 6134.228516
	Iteration 40F: 3 clusters Score -3.143295e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223255 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -31432878.000000 Penalty: 6134.228516
	Iteration 41Q: 3 clusters Score -3.143288e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224233 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -31432670.000000 Penalty: 6134.228516
	Iteration 42Q: 3 clusters Score -3.143267e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225110 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -31432688.000000 Penalty: 6134.228516
	Iteration 43Q: 3 clusters Score -3.143269e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225878 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -31432560.000000 Penalty: 6134.228516
	Iteration 44Q: 3 clusters Score -3.143256e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226590 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -31432546.000000 Penalty: 6134.228516
	Iteration 45Q: 3 clusters Score -3.143255e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227217 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -31432446.000000 Penalty: 6134.228516
	Iteration 46Q: 3 clusters Score -3.143245e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227779 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -31432412.000000 Penalty: 6134.228516
	Iteration 47Q: 3 clusters Score -3.143241e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228323 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -31432306.000000 Penalty: 6134.228516
	Iteration 48Q: 3 clusters Score -3.143231e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228796 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -31432302.000000 Penalty: 6134.228516
	Iteration 49Q: 3 clusters Score -3.14323e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229217 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -31432222.000000 Penalty: 6134.228516
	Iteration 50Q: 3 clusters Score -3.143222e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229602 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -31432144.000000 Penalty: 6134.228516
	Iteration 51Q: 3 clusters Score -3.143214e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229921 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -31432094.000000 Penalty: 6134.228516
	Iteration 52Q: 3 clusters Score -3.143209e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230204 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -31432010.000000 Penalty: 6134.228516
	Iteration 53Q: 3 clusters Score -3.143201e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230475 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -31431982.000000 Penalty: 6134.228516
	Iteration 54Q: 3 clusters Score -3.143198e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230720 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -31431906.000000 Penalty: 6134.228516
	Iteration 55Q: 3 clusters Score -3.143191e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230914 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -31431810.000000 Penalty: 6134.228516
	Iteration 56Q: 3 clusters Score -3.143181e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231084 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -31431746.000000 Penalty: 6134.228516
	Iteration 57Q: 3 clusters Score -3.143175e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231241 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -31431720.000000 Penalty: 6134.228516
	Iteration 58Q: 3 clusters Score -3.143172e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231374 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -31431704.000000 Penalty: 6134.228516
	Iteration 59Q: 3 clusters Score -3.14317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231492 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -31431662.000000 Penalty: 6134.228516
	Iteration 60F: 3 clusters Score -3.143166e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231601 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -31431634.000000 Penalty: 6134.228516
	Iteration 61Q: 3 clusters Score -3.143163e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231709 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -31431562.000000 Penalty: 6134.228516
	Iteration 62Q: 3 clusters Score -3.143156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231827 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -31431586.000000 Penalty: 6134.228516
	Iteration 63Q: 3 clusters Score -3.143159e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231911 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -31431562.000000 Penalty: 6134.228516
	Iteration 64Q: 3 clusters Score -3.143156e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -31431532.000000 Penalty: 6134.228516
	Iteration 65Q: 3 clusters Score -3.143153e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232072 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -31431502.000000 Penalty: 6134.228516
	Iteration 66Q: 3 clusters Score -3.14315e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232161 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -31431494.000000 Penalty: 6134.228516
	Iteration 67Q: 3 clusters Score -3.143149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232241 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -31431478.000000 Penalty: 6134.228516
	Iteration 68Q: 3 clusters Score -3.143148e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232320 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -31431418.000000 Penalty: 6134.228516
	Iteration 69Q: 3 clusters Score -3.143142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232409 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -31431448.000000 Penalty: 6134.228516
	Iteration 70Q: 3 clusters Score -3.143145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232476 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -31431430.000000 Penalty: 6134.228516
	Iteration 71Q: 3 clusters Score -3.143143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232530 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -31431416.000000 Penalty: 6134.228516
	Iteration 72Q: 3 clusters Score -3.143142e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232584 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -31431408.000000 Penalty: 6134.228516
	Iteration 73Q: 3 clusters Score -3.143141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232627 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -31431356.000000 Penalty: 6134.228516
	Iteration 74Q: 3 clusters Score -3.143136e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232656 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -31431328.000000 Penalty: 6134.228516
	Iteration 75Q: 3 clusters Score -3.143133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232682 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -31431326.000000 Penalty: 6134.228516
	Iteration 76Q: 3 clusters Score -3.143133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232710 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -31431334.000000 Penalty: 6134.228516
	Iteration 77Q: 3 clusters Score -3.143133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232741 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -31431292.000000 Penalty: 6134.228516
	Iteration 78Q: 3 clusters Score -3.143129e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232774 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -31431298.000000 Penalty: 6134.228516
	Iteration 79Q: 3 clusters Score -3.14313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232803 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -31431296.000000 Penalty: 6134.228516
	Iteration 80F: 3 clusters Score -3.14313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -31431304.000000 Penalty: 6134.228516
	Iteration 81Q: 3 clusters Score -3.14313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232853 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -31431260.000000 Penalty: 6134.228516
	Iteration 82Q: 3 clusters Score -3.143126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232869 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -31431274.000000 Penalty: 6134.228516
	Iteration 83Q: 3 clusters Score -3.143127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232885 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -31431286.000000 Penalty: 6134.228516
	Iteration 84Q: 3 clusters Score -3.143129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232901 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -31431286.000000 Penalty: 6134.228516
	Iteration 85Q: 3 clusters Score -3.143129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232922 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -31431300.000000 Penalty: 6134.228516
	Iteration 86Q: 3 clusters Score -3.14313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232941 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -31431298.000000 Penalty: 6134.228516
	Iteration 87Q: 3 clusters Score -3.14313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232964 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -31431254.000000 Penalty: 6134.228516
	Iteration 88Q: 3 clusters Score -3.143125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232984 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -31431270.000000 Penalty: 6134.228516
	Iteration 89Q: 3 clusters Score -3.143127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233003 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -31431250.000000 Penalty: 6134.228516
	Iteration 90Q: 3 clusters Score -3.143125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233032 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -31431276.000000 Penalty: 6134.228516
	Iteration 91Q: 3 clusters Score -3.143128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233066 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -31431276.000000 Penalty: 6134.228516
	Iteration 92Q: 3 clusters Score -3.143128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233098 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -31431250.000000 Penalty: 6134.228516
	Iteration 93Q: 3 clusters Score -3.143125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233125 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -31431272.000000 Penalty: 6134.228516
	Iteration 94Q: 3 clusters Score -3.143127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233150 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -31431288.000000 Penalty: 6134.228516
	Iteration 95Q: 3 clusters Score -3.143129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233182 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -31431286.000000 Penalty: 6134.228516
	Iteration 96Q: 3 clusters Score -3.143129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233208 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -31431290.000000 Penalty: 6134.228516
	Iteration 97Q: 3 clusters Score -3.143129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233235 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -31431312.000000 Penalty: 6134.228516
	Iteration 98Q: 3 clusters Score -3.143131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233267 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -31431316.000000 Penalty: 6134.228516
	Iteration 99Q: 3 clusters Score -3.143132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233293 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -31431314.000000 Penalty: 6134.228516
	Iteration 100F: 3 clusters Score -3.143131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233309 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -31431306.000000 Penalty: 6134.228516
	Iteration 101Q: 3 clusters Score -3.143131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -31431284.000000 Penalty: 6134.228516
	Iteration 102Q: 3 clusters Score -3.143128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233334 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -31431290.000000 Penalty: 6134.228516
	Iteration 103Q: 3 clusters Score -3.143129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233351 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -31431292.000000 Penalty: 6134.228516
	Iteration 104Q: 3 clusters Score -3.143129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233371 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -31431264.000000 Penalty: 6134.228516
	Iteration 105Q: 3 clusters Score -3.143126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233389 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -31431250.000000 Penalty: 6134.228516
	Iteration 106Q: 3 clusters Score -3.143125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233402 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -31431228.000000 Penalty: 6134.228516
	Iteration 107Q: 3 clusters Score -3.143123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233412 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -31431228.000000 Penalty: 6134.228516
	Iteration 108Q: 3 clusters Score -3.143123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233415 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -31431246.000000 Penalty: 6134.228516
	Iteration 109Q: 3 clusters Score -3.143125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233420 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -31431232.000000 Penalty: 6134.228516
	Iteration 110Q: 3 clusters Score -3.143123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233425 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -31431234.000000 Penalty: 6134.228516
	Iteration 111Q: 3 clusters Score -3.143123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233432 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -31431224.000000 Penalty: 6134.228516
	Iteration 112Q: 3 clusters Score -3.143122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233438 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -31431234.000000 Penalty: 6134.228516
	Iteration 113Q: 3 clusters Score -3.143123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233447 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -31431248.000000 Penalty: 6134.228516
	Iteration 114Q: 3 clusters Score -3.143125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233452 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -31431242.000000 Penalty: 6134.228516
	Iteration 115Q: 3 clusters Score -3.143124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233457 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -31431240.000000 Penalty: 6134.228516
	Iteration 116Q: 3 clusters Score -3.143124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233460 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -31431260.000000 Penalty: 6134.228516
	Iteration 117Q: 3 clusters Score -3.143126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233462 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -31431242.000000 Penalty: 6134.228516
	Iteration 118Q: 3 clusters Score -3.143124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233464 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -31431238.000000 Penalty: 6134.228516
	Iteration 119Q: 3 clusters Score -3.143124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233464 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -31431238.000000 Penalty: 6134.228516
	Iteration 120F: 3 clusters Score -3.143124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233466 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -31431260.000000 Penalty: 6134.228516
	Iteration 121Q: 3 clusters Score -3.143126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233469 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -31431266.000000 Penalty: 6134.228516
	Iteration 122Q: 3 clusters Score -3.143127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233469 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -31431266.000000 Penalty: 6134.228516
	Iteration 123F: 3 clusters Score -3.143127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112768.976562 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112769 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113413.054688 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113413.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113583.656250 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113583.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113694.523438 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -113694.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113795.421875 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113795.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113954.242188 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -113954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114139.093750 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -114139.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -114368.539062 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -114395.109375 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -114407.953125 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -114408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -114423.796875 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -114423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114430.921875 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -114430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114436.312500 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -114436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -114441.406250 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -114441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -114451.546875 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -114451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -114452.664062 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -114452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -114454.578125 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -114454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -114461.656250 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -114461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114464.617188 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -114464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114464.617188 Penalty: 3389.183594
	Iteration 19F: 3 clusters Score -114464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235013 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74940 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155022 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 175196 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 66258 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 174416 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368144.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180369920.000000 to -180368144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Entering Unmasked Estep 
Score: -13579490.000000 Penalty: 2855.928711
	Iteration 0F: 2 clusters Score -1.357949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -13512025.000000 Penalty: 5711.857422
	Iteration 0F: 3 clusters Score -1.351202e+07 nChanged 47572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -13539371.000000 Penalty: 5711.857422
	Iteration 1F: 3 clusters Score -1.353937e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -13540040.000000 Penalty: 5711.857422
	Iteration 2Q: 3 clusters Score -1.354004e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -13541025.000000 Penalty: 5711.857422
	Iteration 3Q: 3 clusters Score -1.354102e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -13542193.000000 Penalty: 5711.857422
	Iteration 4Q: 3 clusters Score -1.354219e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -13543692.000000 Penalty: 5711.857422
	Iteration 5Q: 3 clusters Score -1.354369e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -13546138.000000 Penalty: 5711.857422
	Iteration 6Q: 3 clusters Score -1.354614e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -13549571.000000 Penalty: 5711.857422
	Iteration 7F: 3 clusters Score -1.354957e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -13554448.000000 Penalty: 5711.857422
	Iteration 8F: 3 clusters Score -1.355445e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -13559772.000000 Penalty: 5711.857422
	Iteration 9F: 3 clusters Score -1.355977e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -13564044.000000 Penalty: 5711.857422
	Iteration 10F: 3 clusters Score -1.356404e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -13566825.000000 Penalty: 5711.857422
	Iteration 11Q: 3 clusters Score -1.356682e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -13568518.000000 Penalty: 5711.857422
	Iteration 12Q: 3 clusters Score -1.356852e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -13569637.000000 Penalty: 5711.857422
	Iteration 13Q: 3 clusters Score -1.356964e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -13570554.000000 Penalty: 5711.857422
	Iteration 14Q: 3 clusters Score -1.357055e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -13571301.000000 Penalty: 5711.857422
	Iteration 15Q: 3 clusters Score -1.35713e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -13572065.000000 Penalty: 5711.857422
	Iteration 16Q: 3 clusters Score -1.357206e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -13572724.000000 Penalty: 5711.857422
	Iteration 17Q: 3 clusters Score -1.357272e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -13573391.000000 Penalty: 5711.857422
	Iteration 18Q: 3 clusters Score -1.357339e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -13573894.000000 Penalty: 5711.857422
	Iteration 19Q: 3 clusters Score -1.357389e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -13574351.000000 Penalty: 5711.857422
	Iteration 20F: 3 clusters Score -1.357435e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -13574636.000000 Penalty: 5711.857422
	Iteration 21Q: 3 clusters Score -1.357464e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -13575010.000000 Penalty: 5711.857422
	Iteration 22Q: 3 clusters Score -1.357501e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -13575316.000000 Penalty: 5711.857422
	Iteration 23Q: 3 clusters Score -1.357532e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -13575568.000000 Penalty: 5711.857422
	Iteration 24Q: 3 clusters Score -1.357557e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -13575790.000000 Penalty: 5711.857422
	Iteration 25Q: 3 clusters Score -1.357579e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -13576019.000000 Penalty: 5711.857422
	Iteration 26Q: 3 clusters Score -1.357602e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -13576188.000000 Penalty: 5711.857422
	Iteration 27Q: 3 clusters Score -1.357619e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -13576360.000000 Penalty: 5711.857422
	Iteration 28Q: 3 clusters Score -1.357636e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -13576475.000000 Penalty: 5711.857422
	Iteration 29Q: 3 clusters Score -1.357648e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -13576581.000000 Penalty: 5711.857422
	Iteration 30Q: 3 clusters Score -1.357658e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -13576665.000000 Penalty: 5711.857422
	Iteration 31Q: 3 clusters Score -1.357666e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -13576700.000000 Penalty: 5711.857422
	Iteration 32Q: 3 clusters Score -1.35767e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13576769.000000 Penalty: 5711.857422
	Iteration 33Q: 3 clusters Score -1.357677e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13576837.000000 Penalty: 5711.857422
	Iteration 34Q: 3 clusters Score -1.357684e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -13576854.000000 Penalty: 5711.857422
	Iteration 35Q: 3 clusters Score -1.357685e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -13576919.000000 Penalty: 5711.857422
	Iteration 36Q: 3 clusters Score -1.357692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97736 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13576947.000000 Penalty: 5711.857422
	Iteration 37Q: 3 clusters Score -1.357695e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13576979.000000 Penalty: 5711.857422
	Iteration 38Q: 3 clusters Score -1.357698e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13577010.000000 Penalty: 5711.857422
	Iteration 39Q: 3 clusters Score -1.357701e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13577024.000000 Penalty: 5711.857422
	Iteration 40F: 3 clusters Score -1.357702e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13577031.000000 Penalty: 5711.857422
	Iteration 41Q: 3 clusters Score -1.357703e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13577051.000000 Penalty: 5711.857422
	Iteration 42Q: 3 clusters Score -1.357705e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -13577078.000000 Penalty: 5711.857422
	Iteration 43Q: 3 clusters Score -1.357708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -13577116.000000 Penalty: 5711.857422
	Iteration 44Q: 3 clusters Score -1.357712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13577116.000000 Penalty: 5711.857422
	Iteration 45Q: 3 clusters Score -1.357712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13577135.000000 Penalty: 5711.857422
	Iteration 46Q: 3 clusters Score -1.357714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -13577147.000000 Penalty: 5711.857422
	Iteration 47Q: 3 clusters Score -1.357715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -13577153.000000 Penalty: 5711.857422
	Iteration 48Q: 3 clusters Score -1.357715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13577169.000000 Penalty: 5711.857422
	Iteration 49Q: 3 clusters Score -1.357717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13577165.000000 Penalty: 5711.857422
	Iteration 50Q: 3 clusters Score -1.357716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13577162.000000 Penalty: 5711.857422
	Iteration 51Q: 3 clusters Score -1.357716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13577168.000000 Penalty: 5711.857422
	Iteration 52Q: 3 clusters Score -1.357717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -13577155.000000 Penalty: 5711.857422
	Iteration 53Q: 3 clusters Score -1.357716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13577180.000000 Penalty: 5711.857422
	Iteration 54Q: 3 clusters Score -1.357718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -13577170.000000 Penalty: 5711.857422
	Iteration 55Q: 3 clusters Score -1.357717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13577177.000000 Penalty: 5711.857422
	Iteration 56Q: 3 clusters Score -1.357718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13577171.000000 Penalty: 5711.857422
	Iteration 57Q: 3 clusters Score -1.357717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13577168.000000 Penalty: 5711.857422
	Iteration 58Q: 3 clusters Score -1.357717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13577171.000000 Penalty: 5711.857422
	Iteration 59Q: 3 clusters Score -1.357717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13577165.000000 Penalty: 5711.857422
	Iteration 60F: 3 clusters Score -1.357716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13577173.000000 Penalty: 5711.857422
	Iteration 61Q: 3 clusters Score -1.357717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13577186.000000 Penalty: 5711.857422
	Iteration 62Q: 3 clusters Score -1.357719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13577170.000000 Penalty: 5711.857422
	Iteration 63Q: 3 clusters Score -1.357717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13577174.000000 Penalty: 5711.857422
	Iteration 64Q: 3 clusters Score -1.357717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13577179.000000 Penalty: 5711.857422
	Iteration 65Q: 3 clusters Score -1.357718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13577171.000000 Penalty: 5711.857422
	Iteration 66Q: 3 clusters Score -1.357717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13577175.000000 Penalty: 5711.857422
	Iteration 67Q: 3 clusters Score -1.357718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -13577187.000000 Penalty: 5711.857422
	Iteration 68Q: 3 clusters Score -1.357719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13577189.000000 Penalty: 5711.857422
	Iteration 69Q: 3 clusters Score -1.357719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13577193.000000 Penalty: 5711.857422
	Iteration 70Q: 3 clusters Score -1.357719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13577195.000000 Penalty: 5711.857422
	Iteration 71Q: 3 clusters Score -1.35772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13577191.000000 Penalty: 5711.857422
	Iteration 72Q: 3 clusters Score -1.357719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13577191.000000 Penalty: 5711.857422
	Iteration 73F: 3 clusters Score -1.357719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 336 members 
Entering Unmasked Estep 
Score: -79865.093750 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79865.09 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80419.859375 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80419.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80758.609375 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80758.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81106.406250 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -81106.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81389.257812 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -81389.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81481.625000 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -81481.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81528.250000 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -81528.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81577.335938 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -81577.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -81617.664062 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -81617.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -81669.351562 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -81669.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -81702.039062 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -81702.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81729.437500 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -81729.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -81743.570312 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81743.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -81750.210938 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -81750.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -81752.523438 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81752.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -81752.523438 Penalty: 3231.297607
	Iteration 15F: 3 clusters Score -81752.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235013 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 529 members 
Mstep: Class 8 contains 74940 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155022 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 175196 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 146 members 
Mstep: Class 20 contains 66258 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 174416 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368384.000000 Penalty: 80602.570312
Splitting cluster 7 changes total score from -180369920.000000 to -180368384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (74940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Entering Unmasked Estep 
Score: -10186453.000000 Penalty: 2783.661865
	Iteration 0F: 2 clusters Score -1.018645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -10136149.000000 Penalty: 5567.323730
	Iteration 0F: 3 clusters Score -1.013615e+07 nChanged 35230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -10155833.000000 Penalty: 5567.323730
	Iteration 1F: 3 clusters Score -1.015583e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -10156730.000000 Penalty: 5567.323730
	Iteration 2Q: 3 clusters Score -1.015673e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -10157910.000000 Penalty: 5567.323730
	Iteration 3Q: 3 clusters Score -1.015791e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -10159877.000000 Penalty: 5567.323730
	Iteration 4F: 3 clusters Score -1.015988e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -10163167.000000 Penalty: 5567.323730
	Iteration 5F: 3 clusters Score -1.016317e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -10168213.000000 Penalty: 5567.323730
	Iteration 6F: 3 clusters Score -1.016821e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -10174254.000000 Penalty: 5567.323730
	Iteration 7F: 3 clusters Score -1.017425e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -10179453.000000 Penalty: 5567.323730
	Iteration 8F: 3 clusters Score -1.017945e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10182247.000000 Penalty: 5567.323730
	Iteration 9Q: 3 clusters Score -1.018225e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10183236.000000 Penalty: 5567.323730
	Iteration 10Q: 3 clusters Score -1.018324e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10183637.000000 Penalty: 5567.323730
	Iteration 11Q: 3 clusters Score -1.018364e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10183800.000000 Penalty: 5567.323730
	Iteration 12Q: 3 clusters Score -1.01838e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10183869.000000 Penalty: 5567.323730
	Iteration 13Q: 3 clusters Score -1.018387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10183908.000000 Penalty: 5567.323730
	Iteration 14Q: 3 clusters Score -1.018391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10183910.000000 Penalty: 5567.323730
	Iteration 15Q: 3 clusters Score -1.018391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10183916.000000 Penalty: 5567.323730
	Iteration 16Q: 3 clusters Score -1.018392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10183913.000000 Penalty: 5567.323730
	Iteration 17Q: 3 clusters Score -1.018391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10183925.000000 Penalty: 5567.323730
	Iteration 18Q: 3 clusters Score -1.018392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10183930.000000 Penalty: 5567.323730
	Iteration 19Q: 3 clusters Score -1.018393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10183933.000000 Penalty: 5567.323730
	Iteration 20F: 3 clusters Score -1.018393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10183929.000000 Penalty: 5567.323730
	Iteration 21Q: 3 clusters Score -1.018393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10183938.000000 Penalty: 5567.323730
	Iteration 22Q: 3 clusters Score -1.018394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10183934.000000 Penalty: 5567.323730
	Iteration 23Q: 3 clusters Score -1.018393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10183934.000000 Penalty: 5567.323730
	Iteration 24Q: 3 clusters Score -1.018393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10183934.000000 Penalty: 5567.323730
	Iteration 25F: 3 clusters Score -1.018393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -119129.578125 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -119129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117173.335938 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -117173.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117512.898438 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -117512.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117648.757812 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -117648.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117783.179688 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -117783.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117899.492188 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -117899.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118015.367188 Penalty: 3420.258789
	Iteration 5F: 3 clusters Score -118015.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118122.984375 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -118123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118222.085938 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -118222.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118337.000000 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -118337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118431.304688 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -118431.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118516.398438 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -118516.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118551.484375 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -118551.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118576.632812 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -118576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118597.640625 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -118597.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118620.640625 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -118620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -118664.187500 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -118664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118687.015625 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -118687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118709.468750 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -118709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118716.156250 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -118716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -118726.437500 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -118726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118736.570312 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -118736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -118740.882812 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -118740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118747.687500 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -118747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118752.679688 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -118752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -118756.414062 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -118756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118757.476562 Penalty: 3420.258789
	Iteration 25Q: 3 clusters Score -118757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118757.476562 Penalty: 3420.258789
	Iteration 26F: 3 clusters Score -118757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Entering Unmasked Estep 
Score: -20873678.000000 Penalty: 2963.927979
	Iteration 0F: 2 clusters Score -2.087368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -20773330.000000 Penalty: 5927.855957
	Iteration 0F: 3 clusters Score -2.077333e+07 nChanged 74044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -20816638.000000 Penalty: 5927.855957
	Iteration 1F: 3 clusters Score -2.081664e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -20818472.000000 Penalty: 5927.855957
	Iteration 2Q: 3 clusters Score -2.081847e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -20821680.000000 Penalty: 5927.855957
	Iteration 3Q: 3 clusters Score -2.082168e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -20827818.000000 Penalty: 5927.855957
	Iteration 4F: 3 clusters Score -2.082782e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -20837454.000000 Penalty: 5927.855957
	Iteration 5F: 3 clusters Score -2.083745e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -20850226.000000 Penalty: 5927.855957
	Iteration 6F: 3 clusters Score -2.085023e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -20861484.000000 Penalty: 5927.855957
	Iteration 7F: 3 clusters Score -2.086148e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -20867860.000000 Penalty: 5927.855957
	Iteration 8Q: 3 clusters Score -2.086786e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20870070.000000 Penalty: 5927.855957
	Iteration 9Q: 3 clusters Score -2.087007e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20870696.000000 Penalty: 5927.855957
	Iteration 10Q: 3 clusters Score -2.08707e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20870908.000000 Penalty: 5927.855957
	Iteration 11Q: 3 clusters Score -2.087091e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20870996.000000 Penalty: 5927.855957
	Iteration 12Q: 3 clusters Score -2.0871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20871058.000000 Penalty: 5927.855957
	Iteration 13Q: 3 clusters Score -2.087106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154799 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20871078.000000 Penalty: 5927.855957
	Iteration 14Q: 3 clusters Score -2.087108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20871086.000000 Penalty: 5927.855957
	Iteration 15Q: 3 clusters Score -2.087109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154807 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20871114.000000 Penalty: 5927.855957
	Iteration 16Q: 3 clusters Score -2.087111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20871126.000000 Penalty: 5927.855957
	Iteration 17Q: 3 clusters Score -2.087113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20871126.000000 Penalty: 5927.855957
	Iteration 18Q: 3 clusters Score -2.087113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20871124.000000 Penalty: 5927.855957
	Iteration 19Q: 3 clusters Score -2.087112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20871124.000000 Penalty: 5927.855957
	Iteration 20F: 3 clusters Score -2.087112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -615813.000000 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -615813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -611327.937500 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -611327.9 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -612430.375000 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -612430.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -612672.375000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -612672.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -612848.437500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -612848.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -612972.937500 Penalty: 4216.830078
	Iteration 4Q: 3 clusters Score -612972.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -613113.187500 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -613113.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -613229.875000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -613229.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -613326.375000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -613326.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -613428.437500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -613428.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -613533.875000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -613533.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -613631.187500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -613631.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613711.750000 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -613711.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -613767.625000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -613767.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -613822.500000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -613822.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -613879.750000 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -613879.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -613928.187500 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -613928.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -613974.000000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -613974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -614019.812500 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -614019.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -614055.250000 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -614055.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -614091.000000 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -614091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -614118.125000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -614118.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -614146.000000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -614146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -614172.562500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -614172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -614195.375000 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -614195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -614206.312500 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -614206.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -614211.937500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -614211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -614220.625000 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -614220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -614226.000000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -614226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -614229.250000 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -614229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -614234.500000 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -614234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -614240.500000 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -614240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -614244.375000 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -614244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -614244.375000 Penalty: 4216.830078
	Iteration 32F: 3 clusters Score -614244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42532.703125 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42532.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42742.945312 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42742.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42834.035156 Penalty: 2954.095215
	Iteration 2Q: 3 clusters Score -42834.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42887.464844 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42887.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42899.113281 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42899.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42910.980469 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42910.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42915.304688 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42922.109375 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -42922.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42930.125000 Penalty: 2954.095215
	Iteration 8Q: 3 clusters Score -42930.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42933.859375 Penalty: 2954.095215
	Iteration 9Q: 3 clusters Score -42933.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42943.800781 Penalty: 2954.095215
	Iteration 10Q: 3 clusters Score -42943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42954.355469 Penalty: 2954.095215
	Iteration 11Q: 3 clusters Score -42954.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42968.898438 Penalty: 2954.095215
	Iteration 12Q: 3 clusters Score -42968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42984.789062 Penalty: 2954.095215
	Iteration 13Q: 3 clusters Score -42984.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43003.644531 Penalty: 2954.095215
	Iteration 14Q: 3 clusters Score -43003.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43014.710938 Penalty: 2954.095215
	Iteration 15Q: 3 clusters Score -43014.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43035.761719 Penalty: 2954.095215
	Iteration 16Q: 3 clusters Score -43035.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43052.707031 Penalty: 2954.095215
	Iteration 17Q: 3 clusters Score -43052.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43079.613281 Penalty: 2954.095215
	Iteration 18Q: 3 clusters Score -43079.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43115.992188 Penalty: 2954.095215
	Iteration 19Q: 3 clusters Score -43115.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43158.433594 Penalty: 2954.095215
	Iteration 20F: 3 clusters Score -43158.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43220.902344 Penalty: 2954.095215
	Iteration 21Q: 3 clusters Score -43220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43280.652344 Penalty: 2954.095215
	Iteration 22Q: 3 clusters Score -43280.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43302.410156 Penalty: 2954.095215
	Iteration 23Q: 3 clusters Score -43302.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43307.414062 Penalty: 2954.095215
	Iteration 24Q: 3 clusters Score -43307.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43313.414062 Penalty: 2954.095215
	Iteration 25Q: 3 clusters Score -43313.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43317.375000 Penalty: 2954.095215
	Iteration 26Q: 3 clusters Score -43317.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43317.375000 Penalty: 2954.095215
	Iteration 27F: 3 clusters Score -43317.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Entering Unmasked Estep 
Score: -1816261.625000 Penalty: 2373.231445
	Iteration 0F: 2 clusters Score -1816262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1805777.375000 Penalty: 4746.462891
	Iteration 0F: 3 clusters Score -1805777 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1809316.000000 Penalty: 4746.462891
	Iteration 1F: 3 clusters Score -1809316 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1809908.125000 Penalty: 4746.462891
	Iteration 2F: 3 clusters Score -1809908 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1810399.875000 Penalty: 4746.462891
	Iteration 3F: 3 clusters Score -1810400 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1810753.250000 Penalty: 4746.462891
	Iteration 4F: 3 clusters Score -1810753 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1811044.000000 Penalty: 4746.462891
	Iteration 5Q: 3 clusters Score -1811044 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1811246.000000 Penalty: 4746.462891
	Iteration 6Q: 3 clusters Score -1811246 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1811446.500000 Penalty: 4746.462891
	Iteration 7Q: 3 clusters Score -1811446 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1811616.625000 Penalty: 4746.462891
	Iteration 8Q: 3 clusters Score -1811617 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1811766.875000 Penalty: 4746.462891
	Iteration 9Q: 3 clusters Score -1811767 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1811897.750000 Penalty: 4746.462891
	Iteration 10Q: 3 clusters Score -1811898 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1812038.875000 Penalty: 4746.462891
	Iteration 11Q: 3 clusters Score -1812039 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1812177.750000 Penalty: 4746.462891
	Iteration 12Q: 3 clusters Score -1812178 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1812327.625000 Penalty: 4746.462891
	Iteration 13Q: 3 clusters Score -1812328 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1812441.875000 Penalty: 4746.462891
	Iteration 14Q: 3 clusters Score -1812442 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1812540.125000 Penalty: 4746.462891
	Iteration 15Q: 3 clusters Score -1812540 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1812621.375000 Penalty: 4746.462891
	Iteration 16Q: 3 clusters Score -1812621 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1812699.125000 Penalty: 4746.462891
	Iteration 17Q: 3 clusters Score -1812699 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1812760.375000 Penalty: 4746.462891
	Iteration 18Q: 3 clusters Score -1812760 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1812830.875000 Penalty: 4746.462891
	Iteration 19Q: 3 clusters Score -1812831 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1812906.625000 Penalty: 4746.462891
	Iteration 20F: 3 clusters Score -1812907 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1812979.375000 Penalty: 4746.462891
	Iteration 21Q: 3 clusters Score -1812979 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1813056.875000 Penalty: 4746.462891
	Iteration 22Q: 3 clusters Score -1813057 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1813136.500000 Penalty: 4746.462891
	Iteration 23Q: 3 clusters Score -1813136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1813206.250000 Penalty: 4746.462891
	Iteration 24Q: 3 clusters Score -1813206 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1813283.625000 Penalty: 4746.462891
	Iteration 25Q: 3 clusters Score -1813284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1813382.625000 Penalty: 4746.462891
	Iteration 26Q: 3 clusters Score -1813383 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1813468.875000 Penalty: 4746.462891
	Iteration 27Q: 3 clusters Score -1813469 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1813564.125000 Penalty: 4746.462891
	Iteration 28Q: 3 clusters Score -1813564 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1813703.375000 Penalty: 4746.462891
	Iteration 29Q: 3 clusters Score -1813703 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1813873.625000 Penalty: 4746.462891
	Iteration 30Q: 3 clusters Score -1813874 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1814056.375000 Penalty: 4746.462891
	Iteration 31Q: 3 clusters Score -1814056 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1814248.250000 Penalty: 4746.462891
	Iteration 32Q: 3 clusters Score -1814248 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1814464.000000 Penalty: 4746.462891
	Iteration 33Q: 3 clusters Score -1814464 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1814711.000000 Penalty: 4746.462891
	Iteration 34Q: 3 clusters Score -1814711 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1814994.500000 Penalty: 4746.462891
	Iteration 35Q: 3 clusters Score -1814994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1815238.500000 Penalty: 4746.462891
	Iteration 36Q: 3 clusters Score -1815238 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1815458.125000 Penalty: 4746.462891
	Iteration 37Q: 3 clusters Score -1815458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1815642.250000 Penalty: 4746.462891
	Iteration 38Q: 3 clusters Score -1815642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1815788.375000 Penalty: 4746.462891
	Iteration 39Q: 3 clusters Score -1815788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1815907.000000 Penalty: 4746.462891
	Iteration 40F: 3 clusters Score -1815907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1815996.250000 Penalty: 4746.462891
	Iteration 41Q: 3 clusters Score -1815996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1816038.375000 Penalty: 4746.462891
	Iteration 42Q: 3 clusters Score -1816038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1816069.625000 Penalty: 4746.462891
	Iteration 43Q: 3 clusters Score -1816070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1816109.125000 Penalty: 4746.462891
	Iteration 44Q: 3 clusters Score -1816109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1816127.250000 Penalty: 4746.462891
	Iteration 45Q: 3 clusters Score -1816127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1816137.125000 Penalty: 4746.462891
	Iteration 46Q: 3 clusters Score -1816137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1816135.875000 Penalty: 4746.462891
	Iteration 47Q: 3 clusters Score -1816136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1816153.000000 Penalty: 4746.462891
	Iteration 48F: 3 clusters Score -1816153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1816168.750000 Penalty: 4746.462891
	Iteration 49Q: 3 clusters Score -1816169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1816172.625000 Penalty: 4746.462891
	Iteration 50Q: 3 clusters Score -1816173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1816176.375000 Penalty: 4746.462891
	Iteration 51Q: 3 clusters Score -1816176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1816181.625000 Penalty: 4746.462891
	Iteration 52Q: 3 clusters Score -1816182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1816186.500000 Penalty: 4746.462891
	Iteration 53Q: 3 clusters Score -1816186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1816191.000000 Penalty: 4746.462891
	Iteration 54Q: 3 clusters Score -1816191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1816194.750000 Penalty: 4746.462891
	Iteration 55Q: 3 clusters Score -1816195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1816194.750000 Penalty: 4746.462891
	Iteration 56F: 3 clusters Score -1816195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Entering Unmasked Estep 
Score: -23574886.000000 Penalty: 2994.267822
	Iteration 0F: 2 clusters Score -2.357489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -23462480.000000 Penalty: 5988.535645
	Iteration 0F: 3 clusters Score -2.346248e+07 nChanged 83669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -23511352.000000 Penalty: 5988.535645
	Iteration 1F: 3 clusters Score -2.351135e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -23512238.000000 Penalty: 5988.535645
	Iteration 2Q: 3 clusters Score -2.351224e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -23513246.000000 Penalty: 5988.535645
	Iteration 3Q: 3 clusters Score -2.351325e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -23514936.000000 Penalty: 5988.535645
	Iteration 4Q: 3 clusters Score -2.351494e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -23517402.000000 Penalty: 5988.535645
	Iteration 5Q: 3 clusters Score -2.35174e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -23521382.000000 Penalty: 5988.535645
	Iteration 6Q: 3 clusters Score -2.352138e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -23528406.000000 Penalty: 5988.535645
	Iteration 7F: 3 clusters Score -2.352841e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 131130 members 
Entering Unmasked Estep 
Score: -23538700.000000 Penalty: 5988.535645
	Iteration 8F: 3 clusters Score -2.35387e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 144473 members 
Entering Unmasked Estep 
Score: -23551208.000000 Penalty: 5988.535645
	Iteration 9F: 3 clusters Score -2.355121e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -23561150.000000 Penalty: 5988.535645
	Iteration 10F: 3 clusters Score -2.356115e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -23567436.000000 Penalty: 5988.535645
	Iteration 11Q: 3 clusters Score -2.356744e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -23570578.000000 Penalty: 5988.535645
	Iteration 12Q: 3 clusters Score -2.357058e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 167397 members 
Entering Unmasked Estep 
Score: -23571950.000000 Penalty: 5988.535645
	Iteration 13Q: 3 clusters Score -2.357195e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -23572560.000000 Penalty: 5988.535645
	Iteration 14Q: 3 clusters Score -2.357256e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -23572770.000000 Penalty: 5988.535645
	Iteration 15Q: 3 clusters Score -2.357277e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 169681 members 
Entering Unmasked Estep 
Score: -23572892.000000 Penalty: 5988.535645
	Iteration 16Q: 3 clusters Score -2.357289e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -23572946.000000 Penalty: 5988.535645
	Iteration 17Q: 3 clusters Score -2.357295e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -23573020.000000 Penalty: 5988.535645
	Iteration 18Q: 3 clusters Score -2.357302e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -23573040.000000 Penalty: 5988.535645
	Iteration 19Q: 3 clusters Score -2.357304e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -23573118.000000 Penalty: 5988.535645
	Iteration 20F: 3 clusters Score -2.357312e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 171419 members 
Entering Unmasked Estep 
Score: -23573176.000000 Penalty: 5988.535645
	Iteration 21Q: 3 clusters Score -2.357318e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -23573170.000000 Penalty: 5988.535645
	Iteration 22Q: 3 clusters Score -2.357317e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -23573206.000000 Penalty: 5988.535645
	Iteration 23Q: 3 clusters Score -2.357321e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -23573200.000000 Penalty: 5988.535645
	Iteration 24Q: 3 clusters Score -2.35732e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -23573248.000000 Penalty: 5988.535645
	Iteration 25Q: 3 clusters Score -2.357325e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 172311 members 
Entering Unmasked Estep 
Score: -23573210.000000 Penalty: 5988.535645
	Iteration 26Q: 3 clusters Score -2.357321e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -23573212.000000 Penalty: 5988.535645
	Iteration 27Q: 3 clusters Score -2.357321e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 172534 members 
Entering Unmasked Estep 
Score: -23573230.000000 Penalty: 5988.535645
	Iteration 28Q: 3 clusters Score -2.357323e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -23573248.000000 Penalty: 5988.535645
	Iteration 29Q: 3 clusters Score -2.357325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -23573210.000000 Penalty: 5988.535645
	Iteration 30Q: 3 clusters Score -2.357321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -23573256.000000 Penalty: 5988.535645
	Iteration 31Q: 3 clusters Score -2.357326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 172808 members 
Entering Unmasked Estep 
Score: -23573280.000000 Penalty: 5988.535645
	Iteration 32Q: 3 clusters Score -2.357328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -23573280.000000 Penalty: 5988.535645
	Iteration 33Q: 3 clusters Score -2.357328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 172926 members 
Entering Unmasked Estep 
Score: -23573248.000000 Penalty: 5988.535645
	Iteration 34Q: 3 clusters Score -2.357325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 172971 members 
Entering Unmasked Estep 
Score: -23573268.000000 Penalty: 5988.535645
	Iteration 35Q: 3 clusters Score -2.357327e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -23573292.000000 Penalty: 5988.535645
	Iteration 36Q: 3 clusters Score -2.357329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -23573314.000000 Penalty: 5988.535645
	Iteration 37Q: 3 clusters Score -2.357331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -23573292.000000 Penalty: 5988.535645
	Iteration 38Q: 3 clusters Score -2.357329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -23573298.000000 Penalty: 5988.535645
	Iteration 39Q: 3 clusters Score -2.35733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 173095 members 
Entering Unmasked Estep 
Score: -23573294.000000 Penalty: 5988.535645
	Iteration 40F: 3 clusters Score -2.357329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -23573290.000000 Penalty: 5988.535645
	Iteration 41Q: 3 clusters Score -2.357329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -23573268.000000 Penalty: 5988.535645
	Iteration 42Q: 3 clusters Score -2.357327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -23573244.000000 Penalty: 5988.535645
	Iteration 43Q: 3 clusters Score -2.357324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -23573242.000000 Penalty: 5988.535645
	Iteration 44Q: 3 clusters Score -2.357324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -23573270.000000 Penalty: 5988.535645
	Iteration 45Q: 3 clusters Score -2.357327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 173178 members 
Entering Unmasked Estep 
Score: -23573270.000000 Penalty: 5988.535645
	Iteration 46Q: 3 clusters Score -2.357327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 173189 members 
Entering Unmasked Estep 
Score: -23573276.000000 Penalty: 5988.535645
	Iteration 47Q: 3 clusters Score -2.357328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -23573284.000000 Penalty: 5988.535645
	Iteration 48Q: 3 clusters Score -2.357328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 173216 members 
Entering Unmasked Estep 
Score: -23573268.000000 Penalty: 5988.535645
	Iteration 49Q: 3 clusters Score -2.357327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -23573270.000000 Penalty: 5988.535645
	Iteration 50Q: 3 clusters Score -2.357327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -23573266.000000 Penalty: 5988.535645
	Iteration 51Q: 3 clusters Score -2.357327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -23573296.000000 Penalty: 5988.535645
	Iteration 52Q: 3 clusters Score -2.35733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -23573308.000000 Penalty: 5988.535645
	Iteration 53Q: 3 clusters Score -2.357331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 173291 members 
Entering Unmasked Estep 
Score: -23573312.000000 Penalty: 5988.535645
	Iteration 54Q: 3 clusters Score -2.357331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -23573326.000000 Penalty: 5988.535645
	Iteration 55Q: 3 clusters Score -2.357333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -23573334.000000 Penalty: 5988.535645
	Iteration 56Q: 3 clusters Score -2.357333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -23573344.000000 Penalty: 5988.535645
	Iteration 57Q: 3 clusters Score -2.357334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 173355 members 
Entering Unmasked Estep 
Score: -23573328.000000 Penalty: 5988.535645
	Iteration 58Q: 3 clusters Score -2.357333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -23573330.000000 Penalty: 5988.535645
	Iteration 59Q: 3 clusters Score -2.357333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -23573364.000000 Penalty: 5988.535645
	Iteration 60F: 3 clusters Score -2.357336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -23573356.000000 Penalty: 5988.535645
	Iteration 61Q: 3 clusters Score -2.357336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -23573354.000000 Penalty: 5988.535645
	Iteration 62Q: 3 clusters Score -2.357335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -23573360.000000 Penalty: 5988.535645
	Iteration 63Q: 3 clusters Score -2.357336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -23573356.000000 Penalty: 5988.535645
	Iteration 64Q: 3 clusters Score -2.357336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 173392 members 
Entering Unmasked Estep 
Score: -23573352.000000 Penalty: 5988.535645
	Iteration 65Q: 3 clusters Score -2.357335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 173392 members 
Entering Unmasked Estep 
Score: -23573352.000000 Penalty: 5988.535645
	Iteration 66F: 3 clusters Score -2.357335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Entering Unmasked Estep 
Score: -5305757.500000 Penalty: 2621.743896
	Iteration 0F: 2 clusters Score -5305758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5279265.000000 Penalty: 5243.487793
	Iteration 0F: 3 clusters Score -5279265 nChanged 17812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5289034.500000 Penalty: 5243.487793
	Iteration 1F: 3 clusters Score -5289034 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5289463.500000 Penalty: 5243.487793
	Iteration 2Q: 3 clusters Score -5289464 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5289867.000000 Penalty: 5243.487793
	Iteration 3Q: 3 clusters Score -5289867 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5290254.500000 Penalty: 5243.487793
	Iteration 4Q: 3 clusters Score -5290254 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -5290770.000000 Penalty: 5243.487793
	Iteration 5Q: 3 clusters Score -5290770 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -5291508.500000 Penalty: 5243.487793
	Iteration 6Q: 3 clusters Score -5291508 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5292564.500000 Penalty: 5243.487793
	Iteration 7Q: 3 clusters Score -5292564 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5294059.000000 Penalty: 5243.487793
	Iteration 8F: 3 clusters Score -5294059 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5295908.500000 Penalty: 5243.487793
	Iteration 9F: 3 clusters Score -5295908 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5297672.500000 Penalty: 5243.487793
	Iteration 10F: 3 clusters Score -5297672 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5298841.000000 Penalty: 5243.487793
	Iteration 11F: 3 clusters Score -5298841 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5299486.500000 Penalty: 5243.487793
	Iteration 12Q: 3 clusters Score -5299486 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5299807.500000 Penalty: 5243.487793
	Iteration 13Q: 3 clusters Score -5299808 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5299992.000000 Penalty: 5243.487793
	Iteration 14Q: 3 clusters Score -5299992 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5300147.000000 Penalty: 5243.487793
	Iteration 15Q: 3 clusters Score -5300147 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5300275.000000 Penalty: 5243.487793
	Iteration 16Q: 3 clusters Score -5300275 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5300439.500000 Penalty: 5243.487793
	Iteration 17Q: 3 clusters Score -5300440 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5300594.000000 Penalty: 5243.487793
	Iteration 18Q: 3 clusters Score -5300594 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5300712.000000 Penalty: 5243.487793
	Iteration 19Q: 3 clusters Score -5300712 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5300816.500000 Penalty: 5243.487793
	Iteration 20F: 3 clusters Score -5300816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5300920.000000 Penalty: 5243.487793
	Iteration 21Q: 3 clusters Score -5300920 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5301027.500000 Penalty: 5243.487793
	Iteration 22Q: 3 clusters Score -5301028 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5301125.000000 Penalty: 5243.487793
	Iteration 23Q: 3 clusters Score -5301125 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5301218.000000 Penalty: 5243.487793
	Iteration 24Q: 3 clusters Score -5301218 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5301313.500000 Penalty: 5243.487793
	Iteration 25Q: 3 clusters Score -5301314 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5301407.000000 Penalty: 5243.487793
	Iteration 26Q: 3 clusters Score -5301407 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5301458.500000 Penalty: 5243.487793
	Iteration 27Q: 3 clusters Score -5301458 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5301527.500000 Penalty: 5243.487793
	Iteration 28Q: 3 clusters Score -5301528 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5301603.000000 Penalty: 5243.487793
	Iteration 29Q: 3 clusters Score -5301603 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5301663.000000 Penalty: 5243.487793
	Iteration 30Q: 3 clusters Score -5301663 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5301753.500000 Penalty: 5243.487793
	Iteration 31Q: 3 clusters Score -5301754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5301825.500000 Penalty: 5243.487793
	Iteration 32Q: 3 clusters Score -5301826 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -5301935.500000 Penalty: 5243.487793
	Iteration 33Q: 3 clusters Score -5301936 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -5302020.000000 Penalty: 5243.487793
	Iteration 34Q: 3 clusters Score -5302020 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5302094.000000 Penalty: 5243.487793
	Iteration 35Q: 3 clusters Score -5302094 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5302201.500000 Penalty: 5243.487793
	Iteration 36Q: 3 clusters Score -5302202 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5302289.500000 Penalty: 5243.487793
	Iteration 37Q: 3 clusters Score -5302290 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -5302412.500000 Penalty: 5243.487793
	Iteration 38Q: 3 clusters Score -5302412 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5302513.500000 Penalty: 5243.487793
	Iteration 39Q: 3 clusters Score -5302514 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5302595.500000 Penalty: 5243.487793
	Iteration 40F: 3 clusters Score -5302596 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -5302656.500000 Penalty: 5243.487793
	Iteration 41Q: 3 clusters Score -5302656 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5302725.000000 Penalty: 5243.487793
	Iteration 42Q: 3 clusters Score -5302725 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5302787.000000 Penalty: 5243.487793
	Iteration 43Q: 3 clusters Score -5302787 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -5302844.500000 Penalty: 5243.487793
	Iteration 44Q: 3 clusters Score -5302844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -5302937.500000 Penalty: 5243.487793
	Iteration 45Q: 3 clusters Score -5302938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5303005.000000 Penalty: 5243.487793
	Iteration 46Q: 3 clusters Score -5303005 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5303086.500000 Penalty: 5243.487793
	Iteration 47Q: 3 clusters Score -5303086 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -5303124.000000 Penalty: 5243.487793
	Iteration 48Q: 3 clusters Score -5303124 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5303194.000000 Penalty: 5243.487793
	Iteration 49Q: 3 clusters Score -5303194 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5303236.000000 Penalty: 5243.487793
	Iteration 50Q: 3 clusters Score -5303236 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5303278.500000 Penalty: 5243.487793
	Iteration 51Q: 3 clusters Score -5303278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5303327.000000 Penalty: 5243.487793
	Iteration 52Q: 3 clusters Score -5303327 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5303377.500000 Penalty: 5243.487793
	Iteration 53Q: 3 clusters Score -5303378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -5303430.000000 Penalty: 5243.487793
	Iteration 54Q: 3 clusters Score -5303430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5303478.500000 Penalty: 5243.487793
	Iteration 55Q: 3 clusters Score -5303478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5303531.500000 Penalty: 5243.487793
	Iteration 56Q: 3 clusters Score -5303532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5303573.000000 Penalty: 5243.487793
	Iteration 57Q: 3 clusters Score -5303573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5303605.500000 Penalty: 5243.487793
	Iteration 58Q: 3 clusters Score -5303606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5303627.000000 Penalty: 5243.487793
	Iteration 59Q: 3 clusters Score -5303627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5303646.000000 Penalty: 5243.487793
	Iteration 60F: 3 clusters Score -5303646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -5303667.500000 Penalty: 5243.487793
	Iteration 61Q: 3 clusters Score -5303668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5303685.500000 Penalty: 5243.487793
	Iteration 62Q: 3 clusters Score -5303686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5303712.500000 Penalty: 5243.487793
	Iteration 63Q: 3 clusters Score -5303712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5303710.000000 Penalty: 5243.487793
	Iteration 64Q: 3 clusters Score -5303710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5303722.500000 Penalty: 5243.487793
	Iteration 65Q: 3 clusters Score -5303722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5303733.500000 Penalty: 5243.487793
	Iteration 66Q: 3 clusters Score -5303734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5303737.000000 Penalty: 5243.487793
	Iteration 67Q: 3 clusters Score -5303737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5303743.000000 Penalty: 5243.487793
	Iteration 68Q: 3 clusters Score -5303743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5303761.000000 Penalty: 5243.487793
	Iteration 69Q: 3 clusters Score -5303761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5303767.000000 Penalty: 5243.487793
	Iteration 70Q: 3 clusters Score -5303767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5303762.000000 Penalty: 5243.487793
	Iteration 71Q: 3 clusters Score -5303762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5303766.500000 Penalty: 5243.487793
	Iteration 72Q: 3 clusters Score -5303766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5303771.000000 Penalty: 5243.487793
	Iteration 73Q: 3 clusters Score -5303771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -5303779.500000 Penalty: 5243.487793
	Iteration 74Q: 3 clusters Score -5303780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -5303781.000000 Penalty: 5243.487793
	Iteration 75Q: 3 clusters Score -5303781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5303781.500000 Penalty: 5243.487793
	Iteration 76Q: 3 clusters Score -5303782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5303783.000000 Penalty: 5243.487793
	Iteration 77Q: 3 clusters Score -5303783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -5303784.500000 Penalty: 5243.487793
	Iteration 78Q: 3 clusters Score -5303784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5303787.500000 Penalty: 5243.487793
	Iteration 79Q: 3 clusters Score -5303788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5303793.000000 Penalty: 5243.487793
	Iteration 80F: 3 clusters Score -5303793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5303792.000000 Penalty: 5243.487793
	Iteration 81Q: 3 clusters Score -5303792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5303796.500000 Penalty: 5243.487793
	Iteration 82Q: 3 clusters Score -5303796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -5303797.500000 Penalty: 5243.487793
	Iteration 83Q: 3 clusters Score -5303798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5303798.500000 Penalty: 5243.487793
	Iteration 84Q: 3 clusters Score -5303798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5303797.500000 Penalty: 5243.487793
	Iteration 85Q: 3 clusters Score -5303798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5303794.500000 Penalty: 5243.487793
	Iteration 86Q: 3 clusters Score -5303794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5303794.500000 Penalty: 5243.487793
	Iteration 87Q: 3 clusters Score -5303794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5303792.000000 Penalty: 5243.487793
	Iteration 88Q: 3 clusters Score -5303792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5303791.000000 Penalty: 5243.487793
	Iteration 89Q: 3 clusters Score -5303791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5303791.500000 Penalty: 5243.487793
	Iteration 90Q: 3 clusters Score -5303792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5303795.500000 Penalty: 5243.487793
	Iteration 91Q: 3 clusters Score -5303796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5303798.000000 Penalty: 5243.487793
	Iteration 92Q: 3 clusters Score -5303798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5303797.000000 Penalty: 5243.487793
	Iteration 93Q: 3 clusters Score -5303797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5303796.000000 Penalty: 5243.487793
	Iteration 94Q: 3 clusters Score -5303796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5303803.500000 Penalty: 5243.487793
	Iteration 95Q: 3 clusters Score -5303804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5303814.000000 Penalty: 5243.487793
	Iteration 96Q: 3 clusters Score -5303814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -5303818.000000 Penalty: 5243.487793
	Iteration 97Q: 3 clusters Score -5303818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5303819.000000 Penalty: 5243.487793
	Iteration 98Q: 3 clusters Score -5303819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -5303818.000000 Penalty: 5243.487793
	Iteration 99Q: 3 clusters Score -5303818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5303817.000000 Penalty: 5243.487793
	Iteration 100F: 3 clusters Score -5303817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5303821.000000 Penalty: 5243.487793
	Iteration 101Q: 3 clusters Score -5303821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5303817.500000 Penalty: 5243.487793
	Iteration 102Q: 3 clusters Score -5303818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5303818.000000 Penalty: 5243.487793
	Iteration 103Q: 3 clusters Score -5303818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -5303824.000000 Penalty: 5243.487793
	Iteration 104Q: 3 clusters Score -5303824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5303821.000000 Penalty: 5243.487793
	Iteration 105Q: 3 clusters Score -5303821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5303822.000000 Penalty: 5243.487793
	Iteration 106Q: 3 clusters Score -5303822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5303823.000000 Penalty: 5243.487793
	Iteration 107Q: 3 clusters Score -5303823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5303826.000000 Penalty: 5243.487793
	Iteration 108Q: 3 clusters Score -5303826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5303828.000000 Penalty: 5243.487793
	Iteration 109Q: 3 clusters Score -5303828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -5303833.000000 Penalty: 5243.487793
	Iteration 110Q: 3 clusters Score -5303833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5303831.500000 Penalty: 5243.487793
	Iteration 111Q: 3 clusters Score -5303832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5303831.000000 Penalty: 5243.487793
	Iteration 112Q: 3 clusters Score -5303831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5303834.500000 Penalty: 5243.487793
	Iteration 113Q: 3 clusters Score -5303834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -5303833.000000 Penalty: 5243.487793
	Iteration 114Q: 3 clusters Score -5303833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5303833.500000 Penalty: 5243.487793
	Iteration 115Q: 3 clusters Score -5303834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5303833.500000 Penalty: 5243.487793
	Iteration 116F: 3 clusters Score -5303834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Entering Unmasked Estep 
Score: -8320182.000000 Penalty: 2744.185059
	Iteration 0F: 2 clusters Score -8320182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -8277483.000000 Penalty: 5488.370117
	Iteration 0F: 3 clusters Score -8277483 nChanged 29547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -8293475.500000 Penalty: 5488.370117
	Iteration 1F: 3 clusters Score -8293476 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8293969.000000 Penalty: 5488.370117
	Iteration 2Q: 3 clusters Score -8293969 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -8294458.000000 Penalty: 5488.370117
	Iteration 3Q: 3 clusters Score -8294458 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -8294923.500000 Penalty: 5488.370117
	Iteration 4Q: 3 clusters Score -8294924 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -8295475.000000 Penalty: 5488.370117
	Iteration 5Q: 3 clusters Score -8295475 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8296034.000000 Penalty: 5488.370117
	Iteration 6Q: 3 clusters Score -8296034 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -8296683.500000 Penalty: 5488.370117
	Iteration 7Q: 3 clusters Score -8296684 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -8297498.500000 Penalty: 5488.370117
	Iteration 8Q: 3 clusters Score -8297498 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -8298532.000000 Penalty: 5488.370117
	Iteration 9Q: 3 clusters Score -8298532 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8299933.000000 Penalty: 5488.370117
	Iteration 10Q: 3 clusters Score -8299933 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -8301716.500000 Penalty: 5488.370117
	Iteration 11F: 3 clusters Score -8301716 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8304019.500000 Penalty: 5488.370117
	Iteration 12F: 3 clusters Score -8304020 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -8306886.000000 Penalty: 5488.370117
	Iteration 13F: 3 clusters Score -8306886 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -8310067.500000 Penalty: 5488.370117
	Iteration 14F: 3 clusters Score -8310068 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8313104.500000 Penalty: 5488.370117
	Iteration 15F: 3 clusters Score -8313104 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8315362.000000 Penalty: 5488.370117
	Iteration 16Q: 3 clusters Score -8315362 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8316702.500000 Penalty: 5488.370117
	Iteration 17Q: 3 clusters Score -8316702 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8317396.000000 Penalty: 5488.370117
	Iteration 18Q: 3 clusters Score -8317396 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8317731.000000 Penalty: 5488.370117
	Iteration 19Q: 3 clusters Score -8317731 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8317911.000000 Penalty: 5488.370117
	Iteration 20F: 3 clusters Score -8317911 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8318010.000000 Penalty: 5488.370117
	Iteration 21Q: 3 clusters Score -8318010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8318063.500000 Penalty: 5488.370117
	Iteration 22Q: 3 clusters Score -8318064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8318109.000000 Penalty: 5488.370117
	Iteration 23Q: 3 clusters Score -8318109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8318136.000000 Penalty: 5488.370117
	Iteration 24Q: 3 clusters Score -8318136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8318151.000000 Penalty: 5488.370117
	Iteration 25Q: 3 clusters Score -8318151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8318159.500000 Penalty: 5488.370117
	Iteration 26Q: 3 clusters Score -8318160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8318166.500000 Penalty: 5488.370117
	Iteration 27Q: 3 clusters Score -8318166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8318171.500000 Penalty: 5488.370117
	Iteration 28Q: 3 clusters Score -8318172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8318177.000000 Penalty: 5488.370117
	Iteration 29Q: 3 clusters Score -8318177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8318182.000000 Penalty: 5488.370117
	Iteration 30Q: 3 clusters Score -8318182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8318182.500000 Penalty: 5488.370117
	Iteration 31Q: 3 clusters Score -8318182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8318188.000000 Penalty: 5488.370117
	Iteration 32Q: 3 clusters Score -8318188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8318186.000000 Penalty: 5488.370117
	Iteration 33Q: 3 clusters Score -8318186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8318196.000000 Penalty: 5488.370117
	Iteration 34Q: 3 clusters Score -8318196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8318186.500000 Penalty: 5488.370117
	Iteration 35Q: 3 clusters Score -8318186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8318185.000000 Penalty: 5488.370117
	Iteration 36Q: 3 clusters Score -8318185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8318196.000000 Penalty: 5488.370117
	Iteration 37Q: 3 clusters Score -8318196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8318195.500000 Penalty: 5488.370117
	Iteration 38Q: 3 clusters Score -8318196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8318202.500000 Penalty: 5488.370117
	Iteration 39Q: 3 clusters Score -8318202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8318193.000000 Penalty: 5488.370117
	Iteration 40F: 3 clusters Score -8318193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8318192.000000 Penalty: 5488.370117
	Iteration 41Q: 3 clusters Score -8318192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8318192.000000 Penalty: 5488.370117
	Iteration 42F: 3 clusters Score -8318192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -361657.937500 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -361657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -358651.343750 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -358651.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -359222.781250 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -359222.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -359341.843750 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -359341.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -359409.500000 Penalty: 3895.965576
	Iteration 3Q: 3 clusters Score -359409.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -359454.343750 Penalty: 3895.965576
	Iteration 4Q: 3 clusters Score -359454.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -359477.281250 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -359477.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -359497.093750 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -359497.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -359509.812500 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -359509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -359517.656250 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -359517.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -359524.375000 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -359524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -359529.656250 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -359529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -359533.531250 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -359533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -359538.781250 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -359538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -359542.968750 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -359543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -359548.093750 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -359548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -359555.843750 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -359555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -359561.687500 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -359561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -359565.468750 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -359565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -359568.187500 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -359568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -359570.031250 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -359570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -359571.968750 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -359572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -359573.937500 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -359573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -359575.093750 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -359575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -359576.687500 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -359576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -359576.687500 Penalty: 3895.965576
	Iteration 24F: 3 clusters Score -359576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39760.027344 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39760.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39980.894531 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39980.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40052.050781 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -40052.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40106.074219 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40106.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40152.171875 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40152.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40169.609375 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40169.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40200.953125 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40200.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40212.953125 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40212.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40216.800781 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40230.753906 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40230.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40236.750000 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40236.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40245.929688 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -40245.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40248.371094 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -40248.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40250.312500 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -40250.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40250.312500 Penalty: 2920.883301
	Iteration 14F: 3 clusters Score -40250.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Entering Unmasked Estep 
Score: -8934502.000000 Penalty: 2753.125244
	Iteration 0F: 2 clusters Score -8934502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -8889751.000000 Penalty: 5506.250488
	Iteration 0F: 3 clusters Score -8889751 nChanged 31112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -8907026.000000 Penalty: 5506.250488
	Iteration 1F: 3 clusters Score -8907026 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8907569.000000 Penalty: 5506.250488
	Iteration 2Q: 3 clusters Score -8907569 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -8908121.000000 Penalty: 5506.250488
	Iteration 3Q: 3 clusters Score -8908121 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -8908745.000000 Penalty: 5506.250488
	Iteration 4Q: 3 clusters Score -8908745 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -8909762.000000 Penalty: 5506.250488
	Iteration 5Q: 3 clusters Score -8909762 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8911537.000000 Penalty: 5506.250488
	Iteration 6F: 3 clusters Score -8911537 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -8914540.000000 Penalty: 5506.250488
	Iteration 7F: 3 clusters Score -8914540 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -8919234.000000 Penalty: 5506.250488
	Iteration 8F: 3 clusters Score -8919234 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -8924653.000000 Penalty: 5506.250488
	Iteration 9F: 3 clusters Score -8924653 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8928743.000000 Penalty: 5506.250488
	Iteration 10F: 3 clusters Score -8928743 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8930727.000000 Penalty: 5506.250488
	Iteration 11Q: 3 clusters Score -8930727 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8931507.000000 Penalty: 5506.250488
	Iteration 12Q: 3 clusters Score -8931507 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8931775.000000 Penalty: 5506.250488
	Iteration 13Q: 3 clusters Score -8931775 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8931919.000000 Penalty: 5506.250488
	Iteration 14Q: 3 clusters Score -8931919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8931967.000000 Penalty: 5506.250488
	Iteration 15Q: 3 clusters Score -8931967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8931983.000000 Penalty: 5506.250488
	Iteration 16Q: 3 clusters Score -8931983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8932005.000000 Penalty: 5506.250488
	Iteration 17Q: 3 clusters Score -8932005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8932019.000000 Penalty: 5506.250488
	Iteration 18Q: 3 clusters Score -8932019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8932031.000000 Penalty: 5506.250488
	Iteration 19Q: 3 clusters Score -8932031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8932037.000000 Penalty: 5506.250488
	Iteration 20F: 3 clusters Score -8932037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8932053.000000 Penalty: 5506.250488
	Iteration 21Q: 3 clusters Score -8932053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8932064.000000 Penalty: 5506.250488
	Iteration 22Q: 3 clusters Score -8932064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8932065.000000 Penalty: 5506.250488
	Iteration 23Q: 3 clusters Score -8932065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8932071.000000 Penalty: 5506.250488
	Iteration 24Q: 3 clusters Score -8932071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8932080.000000 Penalty: 5506.250488
	Iteration 25Q: 3 clusters Score -8932080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8932080.000000 Penalty: 5506.250488
	Iteration 26F: 3 clusters Score -8932080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Entering Unmasked Estep 
Score: -2371657.500000 Penalty: 2427.540283
	Iteration 0F: 2 clusters Score -2371658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2358973.250000 Penalty: 4855.080566
	Iteration 0F: 3 clusters Score -2358973 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2363002.750000 Penalty: 4855.080566
	Iteration 1F: 3 clusters Score -2363003 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2363525.750000 Penalty: 4855.080566
	Iteration 2F: 3 clusters Score -2363526 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2364199.250000 Penalty: 4855.080566
	Iteration 3F: 3 clusters Score -2364199 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2365045.500000 Penalty: 4855.080566
	Iteration 4F: 3 clusters Score -2365046 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2366075.750000 Penalty: 4855.080566
	Iteration 5F: 3 clusters Score -2366076 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2367142.500000 Penalty: 4855.080566
	Iteration 6F: 3 clusters Score -2367142 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2368154.250000 Penalty: 4855.080566
	Iteration 7F: 3 clusters Score -2368154 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2368995.500000 Penalty: 4855.080566
	Iteration 8Q: 3 clusters Score -2368996 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2369613.500000 Penalty: 4855.080566
	Iteration 9Q: 3 clusters Score -2369614 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2369972.250000 Penalty: 4855.080566
	Iteration 10Q: 3 clusters Score -2369972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2370142.000000 Penalty: 4855.080566
	Iteration 11Q: 3 clusters Score -2370142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2370209.250000 Penalty: 4855.080566
	Iteration 12Q: 3 clusters Score -2370209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2370248.000000 Penalty: 4855.080566
	Iteration 13Q: 3 clusters Score -2370248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2370272.500000 Penalty: 4855.080566
	Iteration 14Q: 3 clusters Score -2370272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2370284.500000 Penalty: 4855.080566
	Iteration 15Q: 3 clusters Score -2370284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2370295.000000 Penalty: 4855.080566
	Iteration 16Q: 3 clusters Score -2370295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2370295.500000 Penalty: 4855.080566
	Iteration 17Q: 3 clusters Score -2370296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2370297.500000 Penalty: 4855.080566
	Iteration 18Q: 3 clusters Score -2370298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2370302.500000 Penalty: 4855.080566
	Iteration 19Q: 3 clusters Score -2370302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2370298.000000 Penalty: 4855.080566
	Iteration 20F: 3 clusters Score -2370298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2370296.500000 Penalty: 4855.080566
	Iteration 21Q: 3 clusters Score -2370296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2370297.000000 Penalty: 4855.080566
	Iteration 22Q: 3 clusters Score -2370297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2370299.750000 Penalty: 4855.080566
	Iteration 23Q: 3 clusters Score -2370300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2370303.500000 Penalty: 4855.080566
	Iteration 24Q: 3 clusters Score -2370304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2370300.500000 Penalty: 4855.080566
	Iteration 25Q: 3 clusters Score -2370300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2370300.250000 Penalty: 4855.080566
	Iteration 26Q: 3 clusters Score -2370300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2370299.750000 Penalty: 4855.080566
	Iteration 27Q: 3 clusters Score -2370300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2370299.250000 Penalty: 4855.080566
	Iteration 28Q: 3 clusters Score -2370299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2370301.500000 Penalty: 4855.080566
	Iteration 29Q: 3 clusters Score -2370302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2370301.500000 Penalty: 4855.080566
	Iteration 30F: 3 clusters Score -2370302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Entering Unmasked Estep 
Score: -23605668.000000 Penalty: 2993.161133
	Iteration 0F: 2 clusters Score -2.360567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -23491064.000000 Penalty: 5986.322266
	Iteration 0F: 3 clusters Score -2.349106e+07 nChanged 84058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -23540592.000000 Penalty: 5986.322266
	Iteration 1F: 3 clusters Score -2.354059e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -23541592.000000 Penalty: 5986.322266
	Iteration 2Q: 3 clusters Score -2.354159e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -23543136.000000 Penalty: 5986.322266
	Iteration 3Q: 3 clusters Score -2.354314e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -23545572.000000 Penalty: 5986.322266
	Iteration 4Q: 3 clusters Score -2.354557e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -23549802.000000 Penalty: 5986.322266
	Iteration 5Q: 3 clusters Score -2.35498e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118667 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -23556896.000000 Penalty: 5986.322266
	Iteration 6F: 3 clusters Score -2.35569e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -23567606.000000 Penalty: 5986.322266
	Iteration 7F: 3 clusters Score -2.356761e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146106 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -23580362.000000 Penalty: 5986.322266
	Iteration 8F: 3 clusters Score -2.358036e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157911 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -23590894.000000 Penalty: 5986.322266
	Iteration 9F: 3 clusters Score -2.359089e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -23597066.000000 Penalty: 5986.322266
	Iteration 10Q: 3 clusters Score -2.359707e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -23600118.000000 Penalty: 5986.322266
	Iteration 11Q: 3 clusters Score -2.360012e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -23601472.000000 Penalty: 5986.322266
	Iteration 12Q: 3 clusters Score -2.360147e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -23602288.000000 Penalty: 5986.322266
	Iteration 13Q: 3 clusters Score -2.360229e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -23602644.000000 Penalty: 5986.322266
	Iteration 14Q: 3 clusters Score -2.360264e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23602874.000000 Penalty: 5986.322266
	Iteration 15Q: 3 clusters Score -2.360287e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23602998.000000 Penalty: 5986.322266
	Iteration 16Q: 3 clusters Score -2.3603e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173488 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23603092.000000 Penalty: 5986.322266
	Iteration 17Q: 3 clusters Score -2.360309e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23603114.000000 Penalty: 5986.322266
	Iteration 18Q: 3 clusters Score -2.360311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -23603150.000000 Penalty: 5986.322266
	Iteration 19Q: 3 clusters Score -2.360315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -23603190.000000 Penalty: 5986.322266
	Iteration 20F: 3 clusters Score -2.360319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -23603204.000000 Penalty: 5986.322266
	Iteration 21Q: 3 clusters Score -2.36032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23603226.000000 Penalty: 5986.322266
	Iteration 22Q: 3 clusters Score -2.360323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -23603226.000000 Penalty: 5986.322266
	Iteration 23Q: 3 clusters Score -2.360323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23603258.000000 Penalty: 5986.322266
	Iteration 24Q: 3 clusters Score -2.360326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23603266.000000 Penalty: 5986.322266
	Iteration 25Q: 3 clusters Score -2.360327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -23603274.000000 Penalty: 5986.322266
	Iteration 26Q: 3 clusters Score -2.360327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23603284.000000 Penalty: 5986.322266
	Iteration 27Q: 3 clusters Score -2.360328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -23603288.000000 Penalty: 5986.322266
	Iteration 28Q: 3 clusters Score -2.360329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -23603288.000000 Penalty: 5986.322266
	Iteration 29Q: 3 clusters Score -2.360329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23603288.000000 Penalty: 5986.322266
	Iteration 30Q: 3 clusters Score -2.360329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -23603274.000000 Penalty: 5986.322266
	Iteration 31Q: 3 clusters Score -2.360327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -23603278.000000 Penalty: 5986.322266
	Iteration 32Q: 3 clusters Score -2.360328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -23603276.000000 Penalty: 5986.322266
	Iteration 33Q: 3 clusters Score -2.360328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23603284.000000 Penalty: 5986.322266
	Iteration 34Q: 3 clusters Score -2.360328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -23603284.000000 Penalty: 5986.322266
	Iteration 35Q: 3 clusters Score -2.360328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23603290.000000 Penalty: 5986.322266
	Iteration 36Q: 3 clusters Score -2.360329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173716 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -23603284.000000 Penalty: 5986.322266
	Iteration 37Q: 3 clusters Score -2.360328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173719 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -23603298.000000 Penalty: 5986.322266
	Iteration 38Q: 3 clusters Score -2.36033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -23603300.000000 Penalty: 5986.322266
	Iteration 39Q: 3 clusters Score -2.36033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -23603310.000000 Penalty: 5986.322266
	Iteration 40F: 3 clusters Score -2.360331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23603304.000000 Penalty: 5986.322266
	Iteration 41Q: 3 clusters Score -2.36033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23603310.000000 Penalty: 5986.322266
	Iteration 42Q: 3 clusters Score -2.360331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -23603316.000000 Penalty: 5986.322266
	Iteration 43Q: 3 clusters Score -2.360332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23603306.000000 Penalty: 5986.322266
	Iteration 44Q: 3 clusters Score -2.360331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173739 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23603318.000000 Penalty: 5986.322266
	Iteration 45Q: 3 clusters Score -2.360332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23603302.000000 Penalty: 5986.322266
	Iteration 46Q: 3 clusters Score -2.36033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23603328.000000 Penalty: 5986.322266
	Iteration 47Q: 3 clusters Score -2.360333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23603320.000000 Penalty: 5986.322266
	Iteration 48Q: 3 clusters Score -2.360332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23603324.000000 Penalty: 5986.322266
	Iteration 49Q: 3 clusters Score -2.360332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23603332.000000 Penalty: 5986.322266
	Iteration 50Q: 3 clusters Score -2.360333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23603336.000000 Penalty: 5986.322266
	Iteration 51Q: 3 clusters Score -2.360334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173761 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23603332.000000 Penalty: 5986.322266
	Iteration 52Q: 3 clusters Score -2.360333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23603352.000000 Penalty: 5986.322266
	Iteration 53Q: 3 clusters Score -2.360335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23603338.000000 Penalty: 5986.322266
	Iteration 54Q: 3 clusters Score -2.360334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173765 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23603350.000000 Penalty: 5986.322266
	Iteration 55Q: 3 clusters Score -2.360335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23603352.000000 Penalty: 5986.322266
	Iteration 56Q: 3 clusters Score -2.360335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -23603356.000000 Penalty: 5986.322266
	Iteration 57Q: 3 clusters Score -2.360336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23603342.000000 Penalty: 5986.322266
	Iteration 58Q: 3 clusters Score -2.360334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -23603342.000000 Penalty: 5986.322266
	Iteration 59F: 3 clusters Score -2.360334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -632991.125000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -632991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -628465.062500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -628465.1 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -629556.375000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -629556.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -629796.187500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -629796.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -630017.625000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -630017.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -630200.375000 Penalty: 4220.843750
	Iteration 4Q: 3 clusters Score -630200.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -630344.625000 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -630344.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -630439.625000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -630439.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -630520.625000 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -630520.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -630610.812500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -630610.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -630692.437500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -630692.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -630782.437500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -630782.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -630865.937500 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -630865.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -630944.062500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -630944.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -631005.437500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -631005.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -631054.750000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -631054.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -631097.312500 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -631097.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -631136.687500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -631136.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -631177.937500 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -631177.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -631231.062500 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -631231.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -631267.437500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -631267.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -631295.750000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -631295.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -631319.500000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -631319.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -631341.000000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -631341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -631361.375000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -631361.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -631388.312500 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -631388.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -631413.250000 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -631413.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -631428.750000 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -631428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -631437.312500 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -631437.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -631441.750000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -631441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -631446.687500 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -631446.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -631451.625000 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -631451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -631456.687500 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -631456.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -631463.687500 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -631463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -631465.625000 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -631465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -631468.625000 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -631468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -631471.312500 Penalty: 4220.843750
	Iteration 35Q: 3 clusters Score -631471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -631473.312500 Penalty: 4220.843750
	Iteration 36Q: 3 clusters Score -631473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -631476.875000 Penalty: 4220.843750
	Iteration 37Q: 3 clusters Score -631476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -631482.125000 Penalty: 4220.843750
	Iteration 38Q: 3 clusters Score -631482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -631487.687500 Penalty: 4220.843750
	Iteration 39Q: 3 clusters Score -631487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -631493.000000 Penalty: 4220.843750
	Iteration 40F: 3 clusters Score -631493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -631494.125000 Penalty: 4220.843750
	Iteration 41Q: 3 clusters Score -631494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -631496.312500 Penalty: 4220.843750
	Iteration 42Q: 3 clusters Score -631496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -631500.687500 Penalty: 4220.843750
	Iteration 43Q: 3 clusters Score -631500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -631504.312500 Penalty: 4220.843750
	Iteration 44Q: 3 clusters Score -631504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -631508.562500 Penalty: 4220.843750
	Iteration 45Q: 3 clusters Score -631508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -631513.562500 Penalty: 4220.843750
	Iteration 46Q: 3 clusters Score -631513.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -631520.812500 Penalty: 4220.843750
	Iteration 47Q: 3 clusters Score -631520.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -631525.125000 Penalty: 4220.843750
	Iteration 48Q: 3 clusters Score -631525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -631529.000000 Penalty: 4220.843750
	Iteration 49Q: 3 clusters Score -631529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -631531.500000 Penalty: 4220.843750
	Iteration 50Q: 3 clusters Score -631531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -631532.750000 Penalty: 4220.843750
	Iteration 51Q: 3 clusters Score -631532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -631534.750000 Penalty: 4220.843750
	Iteration 52Q: 3 clusters Score -631534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -631533.625000 Penalty: 4220.843750
	Iteration 53Q: 3 clusters Score -631533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -631536.062500 Penalty: 4220.843750
	Iteration 54Q: 3 clusters Score -631536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -631536.062500 Penalty: 4220.843750
	Iteration 55F: 3 clusters Score -631536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235013 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100292 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74940 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155022 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14321 members 
Mstep: Class 14 contains 175196 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66258 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 174416 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 399Q: 23 clusters Score -1.803699e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235004 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100285 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74936 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 155015 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 175191 members 
Mstep: Class 15 contains 39009 members 
Mstep: Class 16 contains 63913 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66271 members 
Mstep: Class 21 contains 17824 members 
Mstep: Class 22 contains 174432 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369760.000000 Penalty: 77098.109375
Iteration 400F: 23 clusters Score -1.803698e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235008 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100282 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74932 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154995 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 175182 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66285 members 
Mstep: Class 21 contains 17819 members 
Mstep: Class 22 contains 174454 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 401Q: 23 clusters Score -1.803698e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193613 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235012 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100277 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74927 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154977 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 175171 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66296 members 
Mstep: Class 21 contains 17812 members 
Mstep: Class 22 contains 174486 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369744.000000 Penalty: 77098.109375
Iteration 402Q: 23 clusters Score -1.803697e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193609 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235006 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100275 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74918 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154951 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 175166 members 
Mstep: Class 15 contains 39004 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66305 members 
Mstep: Class 21 contains 17810 members 
Mstep: Class 22 contains 174526 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369632.000000 Penalty: 77098.109375
Iteration 403Q: 23 clusters Score -1.803696e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193607 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235001 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100274 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74906 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154922 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 175166 members 
Mstep: Class 15 contains 39000 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66316 members 
Mstep: Class 21 contains 17807 members 
Mstep: Class 22 contains 174562 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369536.000000 Penalty: 77098.109375
Iteration 404Q: 23 clusters Score -1.803695e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193604 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235009 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100270 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74900 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154904 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 175163 members 
Mstep: Class 15 contains 39000 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66327 members 
Mstep: Class 21 contains 17805 members 
Mstep: Class 22 contains 174573 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369712.000000 Penalty: 77098.109375
Iteration 405Q: 23 clusters Score -1.803697e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235009 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100268 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74895 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154894 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 175154 members 
Mstep: Class 15 contains 39001 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66344 members 
Mstep: Class 21 contains 17800 members 
Mstep: Class 22 contains 174577 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369632.000000 Penalty: 77098.109375
Iteration 406Q: 23 clusters Score -1.803696e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 42343 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235000 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100271 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74892 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154900 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 175141 members 
Mstep: Class 15 contains 38998 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66356 members 
Mstep: Class 21 contains 17799 members 
Mstep: Class 22 contains 174577 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369488.000000 Penalty: 77098.109375
Iteration 407Q: 23 clusters Score -1.803695e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193613 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235003 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100270 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74892 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154910 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 38996 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66365 members 
Mstep: Class 21 contains 17793 members 
Mstep: Class 22 contains 174579 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369424.000000 Penalty: 77098.109375
Iteration 408Q: 23 clusters Score -1.803694e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193608 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235006 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100263 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74892 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154908 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14366 members 
Mstep: Class 14 contains 175121 members 
Mstep: Class 15 contains 38996 members 
Mstep: Class 16 contains 63909 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66377 members 
Mstep: Class 21 contains 17790 members 
Mstep: Class 22 contains 174589 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369248.000000 Penalty: 77098.109375
Iteration 409Q: 23 clusters Score -1.803692e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235009 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100260 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74887 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154902 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 175116 members 
Mstep: Class 15 contains 38993 members 
Mstep: Class 16 contains 63908 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66388 members 
Mstep: Class 21 contains 17788 members 
Mstep: Class 22 contains 174604 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369328.000000 Penalty: 77098.109375
Iteration 410Q: 23 clusters Score -1.803693e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193596 members 
Mstep: Class 2 contains 42339 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235012 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100254 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74884 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154890 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14370 members 
Mstep: Class 14 contains 175097 members 
Mstep: Class 15 contains 38992 members 
Mstep: Class 16 contains 63909 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66398 members 
Mstep: Class 21 contains 17788 members 
Mstep: Class 22 contains 174638 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369456.000000 Penalty: 77098.109375
Iteration 411Q: 23 clusters Score -1.803695e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235020 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100256 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74878 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154886 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 175082 members 
Mstep: Class 15 contains 38991 members 
Mstep: Class 16 contains 63908 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66410 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 174650 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369360.000000 Penalty: 77098.109375
Iteration 412Q: 23 clusters Score -1.803694e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 42337 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235023 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100252 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74879 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154885 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14372 members 
Mstep: Class 14 contains 175071 members 
Mstep: Class 15 contains 38991 members 
Mstep: Class 16 contains 63907 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66421 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 174653 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369328.000000 Penalty: 77098.109375
Iteration 413Q: 23 clusters Score -1.803693e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 42335 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235025 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100244 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74881 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154881 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 175050 members 
Mstep: Class 15 contains 38990 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66432 members 
Mstep: Class 21 contains 17780 members 
Mstep: Class 22 contains 174686 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369456.000000 Penalty: 77098.109375
Iteration 414Q: 23 clusters Score -1.803695e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 42335 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235028 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100233 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74879 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154874 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14384 members 
Mstep: Class 14 contains 175026 members 
Mstep: Class 15 contains 38989 members 
Mstep: Class 16 contains 63904 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66442 members 
Mstep: Class 21 contains 17777 members 
Mstep: Class 22 contains 174730 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369552.000000 Penalty: 77098.109375
Iteration 415Q: 23 clusters Score -1.803696e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 42334 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235035 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100226 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74876 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154883 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 175006 members 
Mstep: Class 15 contains 38986 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66459 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 174746 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369680.000000 Penalty: 77098.109375
Iteration 416Q: 23 clusters Score -1.803697e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193531 members 
Mstep: Class 2 contains 42334 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235036 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100228 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74876 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154893 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14402 members 
Mstep: Class 14 contains 174990 members 
Mstep: Class 15 contains 38985 members 
Mstep: Class 16 contains 63895 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66467 members 
Mstep: Class 21 contains 17771 members 
Mstep: Class 22 contains 174761 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369728.000000 Penalty: 77098.109375
Iteration 417Q: 23 clusters Score -1.803697e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 42333 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235038 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100224 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74869 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 154887 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14408 members 
Mstep: Class 14 contains 174978 members 
Mstep: Class 15 contains 38983 members 
Mstep: Class 16 contains 63893 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66481 members 
Mstep: Class 21 contains 17772 members 
Mstep: Class 22 contains 174783 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369728.000000 Penalty: 77098.109375
Iteration 418Q: 23 clusters Score -1.803697e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193510 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235034 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100224 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74861 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154880 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14411 members 
Mstep: Class 14 contains 174975 members 
Mstep: Class 15 contains 38982 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66493 members 
Mstep: Class 21 contains 17771 members 
Mstep: Class 22 contains 174805 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 419Q: 23 clusters Score -1.803698e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193488 members 
Mstep: Class 2 contains 42331 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235023 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100227 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74858 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154865 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 174958 members 
Mstep: Class 15 contains 38980 members 
Mstep: Class 16 contains 63891 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66507 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 174846 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 420F: 23 clusters Score -1.803698e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193477 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235024 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100226 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74855 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154851 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14426 members 
Mstep: Class 14 contains 174948 members 
Mstep: Class 15 contains 38974 members 
Mstep: Class 16 contains 63890 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66512 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 174881 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 421Q: 23 clusters Score -1.8037e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235029 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100218 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74851 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154829 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14431 members 
Mstep: Class 14 contains 174942 members 
Mstep: Class 15 contains 38966 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66520 members 
Mstep: Class 21 contains 17773 members 
Mstep: Class 22 contains 174920 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 422Q: 23 clusters Score -1.803699e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193442 members 
Mstep: Class 2 contains 42330 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235028 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100219 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74845 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154823 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 174927 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66531 members 
Mstep: Class 21 contains 17770 members 
Mstep: Class 22 contains 174967 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 423Q: 23 clusters Score -1.8037e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193420 members 
Mstep: Class 2 contains 42328 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235039 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100218 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74839 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154825 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 174926 members 
Mstep: Class 15 contains 38965 members 
Mstep: Class 16 contains 63889 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66546 members 
Mstep: Class 21 contains 17763 members 
Mstep: Class 22 contains 174974 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369824.000000 Penalty: 77098.109375
Iteration 424Q: 23 clusters Score -1.803698e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235050 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100212 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74833 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154835 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 174924 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 63890 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66561 members 
Mstep: Class 21 contains 17758 members 
Mstep: Class 22 contains 174969 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 425Q: 23 clusters Score -1.803699e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235075 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100208 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74822 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154851 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 174914 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 63892 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66569 members 
Mstep: Class 21 contains 17754 members 
Mstep: Class 22 contains 174955 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 426Q: 23 clusters Score -1.803698e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235082 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100199 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74811 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154856 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 174919 members 
Mstep: Class 15 contains 38965 members 
Mstep: Class 16 contains 63891 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66572 members 
Mstep: Class 21 contains 17754 members 
Mstep: Class 22 contains 174964 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369712.000000 Penalty: 77098.109375
Iteration 427Q: 23 clusters Score -1.803697e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193393 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235089 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100202 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74803 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154850 members 
Mstep: Class 11 contains 4905 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14443 members 
Mstep: Class 14 contains 174924 members 
Mstep: Class 15 contains 38965 members 
Mstep: Class 16 contains 63888 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66577 members 
Mstep: Class 21 contains 17749 members 
Mstep: Class 22 contains 174981 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369632.000000 Penalty: 77098.109375
Iteration 428Q: 23 clusters Score -1.803696e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193378 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235101 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100196 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74794 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154858 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14449 members 
Mstep: Class 14 contains 174928 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66581 members 
Mstep: Class 21 contains 17745 members 
Mstep: Class 22 contains 174982 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369776.000000 Penalty: 77098.109375
Iteration 429Q: 23 clusters Score -1.803698e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193362 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235102 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100197 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74774 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154861 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14453 members 
Mstep: Class 14 contains 174940 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66593 members 
Mstep: Class 21 contains 17745 members 
Mstep: Class 22 contains 174986 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369792.000000 Penalty: 77098.109375
Iteration 430Q: 23 clusters Score -1.803698e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193345 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235107 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100200 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74766 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154855 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 174955 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 63882 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66603 members 
Mstep: Class 21 contains 17743 members 
Mstep: Class 22 contains 174987 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 431Q: 23 clusters Score -1.803699e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193331 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235101 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100209 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74757 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154873 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14462 members 
Mstep: Class 14 contains 174962 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66611 members 
Mstep: Class 21 contains 17736 members 
Mstep: Class 22 contains 174977 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 432Q: 23 clusters Score -1.803699e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193314 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235103 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100210 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74753 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154902 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14466 members 
Mstep: Class 14 contains 174967 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 63879 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66615 members 
Mstep: Class 21 contains 17731 members 
Mstep: Class 22 contains 174961 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 433Q: 23 clusters Score -1.803699e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193304 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235108 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100204 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154929 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14475 members 
Mstep: Class 14 contains 174962 members 
Mstep: Class 15 contains 38960 members 
Mstep: Class 16 contains 63879 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66614 members 
Mstep: Class 21 contains 17725 members 
Mstep: Class 22 contains 174949 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 434Q: 23 clusters Score -1.8037e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193292 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235106 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100207 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154948 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 174957 members 
Mstep: Class 15 contains 38958 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66619 members 
Mstep: Class 21 contains 17719 members 
Mstep: Class 22 contains 174942 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 435Q: 23 clusters Score -1.8037e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235107 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100212 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74748 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154964 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 174964 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 63877 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66617 members 
Mstep: Class 21 contains 17714 members 
Mstep: Class 22 contains 174931 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 436Q: 23 clusters Score -1.803701e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193274 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235101 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100211 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74746 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154974 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14495 members 
Mstep: Class 14 contains 174963 members 
Mstep: Class 15 contains 38956 members 
Mstep: Class 16 contains 63877 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66621 members 
Mstep: Class 21 contains 17708 members 
Mstep: Class 22 contains 174938 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 437Q: 23 clusters Score -1.803701e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193257 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235099 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100210 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74742 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154976 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14502 members 
Mstep: Class 14 contains 174969 members 
Mstep: Class 15 contains 38954 members 
Mstep: Class 16 contains 63877 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66622 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 174954 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 438Q: 23 clusters Score -1.8037e+08 nChanged 143
Entering ConstructFrom: 
Score: -180369984.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193247 members 
Entering Unmasked Estep 
Score: -25955922.000000 Penalty: 3018.587646
	Iteration 0F: 2 clusters Score -2.595592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -25831032.000000 Penalty: 6037.175293
	Iteration 0F: 3 clusters Score -2.583103e+07 nChanged 93081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -25886458.000000 Penalty: 6037.175293
	Iteration 1F: 3 clusters Score -2.588646e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -25887754.000000 Penalty: 6037.175293
	Iteration 2Q: 3 clusters Score -2.588775e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -25889604.000000 Penalty: 6037.175293
	Iteration 3Q: 3 clusters Score -2.58896e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -25891898.000000 Penalty: 6037.175293
	Iteration 4Q: 3 clusters Score -2.58919e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -25894792.000000 Penalty: 6037.175293
	Iteration 5Q: 3 clusters Score -2.589479e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -25898646.000000 Penalty: 6037.175293
	Iteration 6Q: 3 clusters Score -2.589865e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -25903502.000000 Penalty: 6037.175293
	Iteration 7F: 3 clusters Score -2.59035e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -25908220.000000 Penalty: 6037.175293
	Iteration 8F: 3 clusters Score -2.590822e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -25913952.000000 Penalty: 6037.175293
	Iteration 9F: 3 clusters Score -2.591395e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -25920118.000000 Penalty: 6037.175293
	Iteration 10F: 3 clusters Score -2.592012e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -25926306.000000 Penalty: 6037.175293
	Iteration 11Q: 3 clusters Score -2.592631e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -25932184.000000 Penalty: 6037.175293
	Iteration 12Q: 3 clusters Score -2.593218e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -25936500.000000 Penalty: 6037.175293
	Iteration 13Q: 3 clusters Score -2.59365e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -25939486.000000 Penalty: 6037.175293
	Iteration 14Q: 3 clusters Score -2.593949e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -25941204.000000 Penalty: 6037.175293
	Iteration 15Q: 3 clusters Score -2.59412e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -25942342.000000 Penalty: 6037.175293
	Iteration 16Q: 3 clusters Score -2.594234e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -25943476.000000 Penalty: 6037.175293
	Iteration 17Q: 3 clusters Score -2.594348e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168284 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -25944718.000000 Penalty: 6037.175293
	Iteration 18Q: 3 clusters Score -2.594472e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -25945772.000000 Penalty: 6037.175293
	Iteration 19Q: 3 clusters Score -2.594577e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -25946768.000000 Penalty: 6037.175293
	Iteration 20F: 3 clusters Score -2.594677e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175074 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -25947692.000000 Penalty: 6037.175293
	Iteration 21Q: 3 clusters Score -2.594769e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -25948626.000000 Penalty: 6037.175293
	Iteration 22Q: 3 clusters Score -2.594863e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -25949404.000000 Penalty: 6037.175293
	Iteration 23Q: 3 clusters Score -2.59494e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -25949920.000000 Penalty: 6037.175293
	Iteration 24Q: 3 clusters Score -2.594992e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -25950650.000000 Penalty: 6037.175293
	Iteration 25Q: 3 clusters Score -2.595065e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -25951068.000000 Penalty: 6037.175293
	Iteration 26Q: 3 clusters Score -2.595107e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -25951436.000000 Penalty: 6037.175293
	Iteration 27Q: 3 clusters Score -2.595144e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185031 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -25951752.000000 Penalty: 6037.175293
	Iteration 28Q: 3 clusters Score -2.595175e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -25952056.000000 Penalty: 6037.175293
	Iteration 29Q: 3 clusters Score -2.595206e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186568 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -25952264.000000 Penalty: 6037.175293
	Iteration 30Q: 3 clusters Score -2.595226e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -25952514.000000 Penalty: 6037.175293
	Iteration 31Q: 3 clusters Score -2.595251e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187764 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -25952676.000000 Penalty: 6037.175293
	Iteration 32Q: 3 clusters Score -2.595268e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188225 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -25952762.000000 Penalty: 6037.175293
	Iteration 33Q: 3 clusters Score -2.595276e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188630 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -25952800.000000 Penalty: 6037.175293
	Iteration 34Q: 3 clusters Score -2.59528e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188965 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -25952882.000000 Penalty: 6037.175293
	Iteration 35Q: 3 clusters Score -2.595288e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189231 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -25952986.000000 Penalty: 6037.175293
	Iteration 36Q: 3 clusters Score -2.595299e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189462 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -25953052.000000 Penalty: 6037.175293
	Iteration 37Q: 3 clusters Score -2.595305e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189632 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -25953022.000000 Penalty: 6037.175293
	Iteration 38Q: 3 clusters Score -2.595302e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -25953026.000000 Penalty: 6037.175293
	Iteration 39Q: 3 clusters Score -2.595303e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -25953044.000000 Penalty: 6037.175293
	Iteration 40F: 3 clusters Score -2.595304e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190063 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -25953060.000000 Penalty: 6037.175293
	Iteration 41Q: 3 clusters Score -2.595306e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190198 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -25953066.000000 Penalty: 6037.175293
	Iteration 42Q: 3 clusters Score -2.595307e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -25953084.000000 Penalty: 6037.175293
	Iteration 43Q: 3 clusters Score -2.595308e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190434 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25953126.000000 Penalty: 6037.175293
	Iteration 44Q: 3 clusters Score -2.595313e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190541 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -25953184.000000 Penalty: 6037.175293
	Iteration 45Q: 3 clusters Score -2.595318e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190667 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -25953208.000000 Penalty: 6037.175293
	Iteration 46Q: 3 clusters Score -2.595321e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190783 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25953230.000000 Penalty: 6037.175293
	Iteration 47Q: 3 clusters Score -2.595323e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190888 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -25953260.000000 Penalty: 6037.175293
	Iteration 48Q: 3 clusters Score -2.595326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190975 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -25953322.000000 Penalty: 6037.175293
	Iteration 49Q: 3 clusters Score -2.595332e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191061 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -25953334.000000 Penalty: 6037.175293
	Iteration 50Q: 3 clusters Score -2.595333e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -25953368.000000 Penalty: 6037.175293
	Iteration 51Q: 3 clusters Score -2.595337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191200 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -25953342.000000 Penalty: 6037.175293
	Iteration 52Q: 3 clusters Score -2.595334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -25953354.000000 Penalty: 6037.175293
	Iteration 53Q: 3 clusters Score -2.595335e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191301 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25953382.000000 Penalty: 6037.175293
	Iteration 54Q: 3 clusters Score -2.595338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191345 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -25953418.000000 Penalty: 6037.175293
	Iteration 55Q: 3 clusters Score -2.595342e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191379 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -25953428.000000 Penalty: 6037.175293
	Iteration 56Q: 3 clusters Score -2.595343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -25953468.000000 Penalty: 6037.175293
	Iteration 57Q: 3 clusters Score -2.595347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -25953464.000000 Penalty: 6037.175293
	Iteration 58Q: 3 clusters Score -2.595346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -25953482.000000 Penalty: 6037.175293
	Iteration 59Q: 3 clusters Score -2.595348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -25953486.000000 Penalty: 6037.175293
	Iteration 60F: 3 clusters Score -2.595349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191470 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -25953496.000000 Penalty: 6037.175293
	Iteration 61Q: 3 clusters Score -2.59535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191482 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25953498.000000 Penalty: 6037.175293
	Iteration 62Q: 3 clusters Score -2.59535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191487 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -25953508.000000 Penalty: 6037.175293
	Iteration 63Q: 3 clusters Score -2.595351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -25953504.000000 Penalty: 6037.175293
	Iteration 64Q: 3 clusters Score -2.59535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191516 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -25953530.000000 Penalty: 6037.175293
	Iteration 65Q: 3 clusters Score -2.595353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -25953530.000000 Penalty: 6037.175293
	Iteration 66Q: 3 clusters Score -2.595353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -25953512.000000 Penalty: 6037.175293
	Iteration 67Q: 3 clusters Score -2.595351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191537 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25953514.000000 Penalty: 6037.175293
	Iteration 68Q: 3 clusters Score -2.595351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191541 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -25953528.000000 Penalty: 6037.175293
	Iteration 69Q: 3 clusters Score -2.595353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -25953504.000000 Penalty: 6037.175293
	Iteration 70Q: 3 clusters Score -2.59535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191549 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25953520.000000 Penalty: 6037.175293
	Iteration 71Q: 3 clusters Score -2.595352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191553 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -25953528.000000 Penalty: 6037.175293
	Iteration 72Q: 3 clusters Score -2.595353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191555 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -25953518.000000 Penalty: 6037.175293
	Iteration 73Q: 3 clusters Score -2.595352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191561 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -25953498.000000 Penalty: 6037.175293
	Iteration 74Q: 3 clusters Score -2.59535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25953496.000000 Penalty: 6037.175293
	Iteration 75Q: 3 clusters Score -2.59535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25953508.000000 Penalty: 6037.175293
	Iteration 76Q: 3 clusters Score -2.595351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191576 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25953512.000000 Penalty: 6037.175293
	Iteration 77Q: 3 clusters Score -2.595351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25953518.000000 Penalty: 6037.175293
	Iteration 78Q: 3 clusters Score -2.595352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191590 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25953506.000000 Penalty: 6037.175293
	Iteration 79Q: 3 clusters Score -2.595351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191593 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -25953514.000000 Penalty: 6037.175293
	Iteration 80F: 3 clusters Score -2.595351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191599 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -25953512.000000 Penalty: 6037.175293
	Iteration 81Q: 3 clusters Score -2.595351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25953498.000000 Penalty: 6037.175293
	Iteration 82Q: 3 clusters Score -2.59535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -25953498.000000 Penalty: 6037.175293
	Iteration 83Q: 3 clusters Score -2.59535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -25953490.000000 Penalty: 6037.175293
	Iteration 84Q: 3 clusters Score -2.595349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -25953494.000000 Penalty: 6037.175293
	Iteration 85Q: 3 clusters Score -2.595349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25953508.000000 Penalty: 6037.175293
	Iteration 86Q: 3 clusters Score -2.595351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25953514.000000 Penalty: 6037.175293
	Iteration 87Q: 3 clusters Score -2.595351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25953528.000000 Penalty: 6037.175293
	Iteration 88Q: 3 clusters Score -2.595353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25953520.000000 Penalty: 6037.175293
	Iteration 89Q: 3 clusters Score -2.595352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25953514.000000 Penalty: 6037.175293
	Iteration 90Q: 3 clusters Score -2.595351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -25953502.000000 Penalty: 6037.175293
	Iteration 91Q: 3 clusters Score -2.59535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -25953502.000000 Penalty: 6037.175293
	Iteration 92F: 3 clusters Score -2.59535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Entering Unmasked Estep 
Score: -5740941.500000 Penalty: 2641.859863
	Iteration 0F: 2 clusters Score -5740942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5712404.500000 Penalty: 5283.719727
	Iteration 0F: 3 clusters Score -5712404 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5722979.000000 Penalty: 5283.719727
	Iteration 1F: 3 clusters Score -5722979 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5723535.000000 Penalty: 5283.719727
	Iteration 2Q: 3 clusters Score -5723535 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5724112.000000 Penalty: 5283.719727
	Iteration 3Q: 3 clusters Score -5724112 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5724650.500000 Penalty: 5283.719727
	Iteration 4Q: 3 clusters Score -5724650 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5725289.000000 Penalty: 5283.719727
	Iteration 5Q: 3 clusters Score -5725289 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5726084.500000 Penalty: 5283.719727
	Iteration 6Q: 3 clusters Score -5726084 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5727077.000000 Penalty: 5283.719727
	Iteration 7Q: 3 clusters Score -5727077 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5728383.500000 Penalty: 5283.719727
	Iteration 8F: 3 clusters Score -5728384 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5729970.500000 Penalty: 5283.719727
	Iteration 9F: 3 clusters Score -5729970 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5731746.000000 Penalty: 5283.719727
	Iteration 10F: 3 clusters Score -5731746 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -5733446.500000 Penalty: 5283.719727
	Iteration 11F: 3 clusters Score -5733446 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5734935.000000 Penalty: 5283.719727
	Iteration 12Q: 3 clusters Score -5734935 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5736106.000000 Penalty: 5283.719727
	Iteration 13Q: 3 clusters Score -5736106 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5736847.000000 Penalty: 5283.719727
	Iteration 14Q: 3 clusters Score -5736847 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5737307.000000 Penalty: 5283.719727
	Iteration 15Q: 3 clusters Score -5737307 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5737670.000000 Penalty: 5283.719727
	Iteration 16Q: 3 clusters Score -5737670 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5737936.000000 Penalty: 5283.719727
	Iteration 17Q: 3 clusters Score -5737936 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5738118.500000 Penalty: 5283.719727
	Iteration 18Q: 3 clusters Score -5738118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5738250.000000 Penalty: 5283.719727
	Iteration 19Q: 3 clusters Score -5738250 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5738324.500000 Penalty: 5283.719727
	Iteration 20F: 3 clusters Score -5738324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5738401.500000 Penalty: 5283.719727
	Iteration 21Q: 3 clusters Score -5738402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5738460.000000 Penalty: 5283.719727
	Iteration 22Q: 3 clusters Score -5738460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5738501.000000 Penalty: 5283.719727
	Iteration 23Q: 3 clusters Score -5738501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5738539.000000 Penalty: 5283.719727
	Iteration 24Q: 3 clusters Score -5738539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5738580.500000 Penalty: 5283.719727
	Iteration 25Q: 3 clusters Score -5738580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5738601.000000 Penalty: 5283.719727
	Iteration 26Q: 3 clusters Score -5738601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5738617.000000 Penalty: 5283.719727
	Iteration 27Q: 3 clusters Score -5738617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5738632.500000 Penalty: 5283.719727
	Iteration 28Q: 3 clusters Score -5738632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5738643.500000 Penalty: 5283.719727
	Iteration 29Q: 3 clusters Score -5738644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5738643.000000 Penalty: 5283.719727
	Iteration 30Q: 3 clusters Score -5738643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5738652.000000 Penalty: 5283.719727
	Iteration 31Q: 3 clusters Score -5738652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5738652.000000 Penalty: 5283.719727
	Iteration 32Q: 3 clusters Score -5738652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5738659.000000 Penalty: 5283.719727
	Iteration 33Q: 3 clusters Score -5738659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5738667.000000 Penalty: 5283.719727
	Iteration 34Q: 3 clusters Score -5738667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5738669.000000 Penalty: 5283.719727
	Iteration 35Q: 3 clusters Score -5738669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5738672.500000 Penalty: 5283.719727
	Iteration 36Q: 3 clusters Score -5738672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5738666.000000 Penalty: 5283.719727
	Iteration 37Q: 3 clusters Score -5738666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5738668.500000 Penalty: 5283.719727
	Iteration 38Q: 3 clusters Score -5738668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5738668.500000 Penalty: 5283.719727
	Iteration 39F: 3 clusters Score -5738668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -371726.437500 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -371726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -368582.875000 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -368582.9 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369244.562500 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -369244.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -369499.812500 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -369499.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -369710.000000 Penalty: 3936.760742
	Iteration 3F: 3 clusters Score -369710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -369832.187500 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -369832.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -369931.843750 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -369931.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -370028.093750 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -370028.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -370095.625000 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -370095.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -370166.031250 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -370166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -370208.968750 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -370209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -370245.375000 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -370245.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -370278.625000 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -370278.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -370304.875000 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -370304.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -370326.656250 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -370326.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -370347.375000 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -370347.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -370367.375000 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -370367.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -370387.218750 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -370387.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -370402.843750 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -370402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -370411.750000 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -370411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -370419.375000 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -370419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -370427.843750 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -370427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -370433.687500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -370433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -370439.156250 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -370439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -370446.000000 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -370446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -370449.687500 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -370449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -370451.906250 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -370451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -370454.750000 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -370454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -370457.156250 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -370457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -370461.218750 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -370461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -370464.812500 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -370464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -370472.906250 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -370472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -370476.687500 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -370476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -370482.125000 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -370482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -370485.281250 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -370485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -370487.875000 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -370487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -370489.468750 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -370489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -370490.812500 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -370490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -370491.843750 Penalty: 3936.760742
	Iteration 37Q: 3 clusters Score -370491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -370491.843750 Penalty: 3936.760742
	Iteration 38F: 3 clusters Score -370491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (235087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235087 members 
Entering Unmasked Estep 
Score: -31443226.000000 Penalty: 3067.192383
	Iteration 0F: 2 clusters Score -3.144323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -31295344.000000 Penalty: 6134.384766
	Iteration 0F: 3 clusters Score -3.129534e+07 nChanged 113233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -31361372.000000 Penalty: 6134.384766
	Iteration 1F: 3 clusters Score -3.136137e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -31362350.000000 Penalty: 6134.384766
	Iteration 2Q: 3 clusters Score -3.136235e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113688 members 
Mstep: Class 2 contains 121399 members 
Entering Unmasked Estep 
Score: -31363550.000000 Penalty: 6134.384766
	Iteration 3Q: 3 clusters Score -3.136355e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 123701 members 
Entering Unmasked Estep 
Score: -31365520.000000 Penalty: 6134.384766
	Iteration 4Q: 3 clusters Score -3.136552e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 127231 members 
Entering Unmasked Estep 
Score: -31368528.000000 Penalty: 6134.384766
	Iteration 5Q: 3 clusters Score -3.136853e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -31374242.000000 Penalty: 6134.384766
	Iteration 6Q: 3 clusters Score -3.137424e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -31383560.000000 Penalty: 6134.384766
	Iteration 7F: 3 clusters Score -3.138356e+07 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 146325 members 
Entering Unmasked Estep 
Score: -31397786.000000 Penalty: 6134.384766
	Iteration 8F: 3 clusters Score -3.139779e+07 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -31411412.000000 Penalty: 6134.384766
	Iteration 9F: 3 clusters Score -3.141141e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -31418488.000000 Penalty: 6134.384766
	Iteration 10F: 3 clusters Score -3.141849e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -31421404.000000 Penalty: 6134.384766
	Iteration 11Q: 3 clusters Score -3.14214e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -31423308.000000 Penalty: 6134.384766
	Iteration 12Q: 3 clusters Score -3.142331e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -31425086.000000 Penalty: 6134.384766
	Iteration 13Q: 3 clusters Score -3.142509e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -31426508.000000 Penalty: 6134.384766
	Iteration 14Q: 3 clusters Score -3.142651e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -31428426.000000 Penalty: 6134.384766
	Iteration 15Q: 3 clusters Score -3.142843e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 174078 members 
Entering Unmasked Estep 
Score: -31430596.000000 Penalty: 6134.384766
	Iteration 16Q: 3 clusters Score -3.14306e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 177465 members 
Entering Unmasked Estep 
Score: -31432770.000000 Penalty: 6134.384766
	Iteration 17Q: 3 clusters Score -3.143277e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -31434890.000000 Penalty: 6134.384766
	Iteration 18Q: 3 clusters Score -3.143489e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 184771 members 
Entering Unmasked Estep 
Score: -31436998.000000 Penalty: 6134.384766
	Iteration 19Q: 3 clusters Score -3.1437e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 188563 members 
Entering Unmasked Estep 
Score: -31438804.000000 Penalty: 6134.384766
	Iteration 20F: 3 clusters Score -3.14388e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 192410 members 
Entering Unmasked Estep 
Score: -31440072.000000 Penalty: 6134.384766
	Iteration 21Q: 3 clusters Score -3.144007e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 196271 members 
Entering Unmasked Estep 
Score: -31441168.000000 Penalty: 6134.384766
	Iteration 22Q: 3 clusters Score -3.144117e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 199911 members 
Entering Unmasked Estep 
Score: -31441990.000000 Penalty: 6134.384766
	Iteration 23Q: 3 clusters Score -3.144199e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 203351 members 
Entering Unmasked Estep 
Score: -31442616.000000 Penalty: 6134.384766
	Iteration 24Q: 3 clusters Score -3.144262e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 206436 members 
Entering Unmasked Estep 
Score: -31443004.000000 Penalty: 6134.384766
	Iteration 25Q: 3 clusters Score -3.1443e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 209243 members 
Entering Unmasked Estep 
Score: -31443384.000000 Penalty: 6134.384766
	Iteration 26Q: 3 clusters Score -3.144338e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 211746 members 
Entering Unmasked Estep 
Score: -31443460.000000 Penalty: 6134.384766
	Iteration 27Q: 3 clusters Score -3.144346e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 213977 members 
Entering Unmasked Estep 
Score: -31443658.000000 Penalty: 6134.384766
	Iteration 28Q: 3 clusters Score -3.144366e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 215997 members 
Entering Unmasked Estep 
Score: -31443664.000000 Penalty: 6134.384766
	Iteration 29Q: 3 clusters Score -3.144366e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 217701 members 
Entering Unmasked Estep 
Score: -31443686.000000 Penalty: 6134.384766
	Iteration 30Q: 3 clusters Score -3.144369e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 219208 members 
Entering Unmasked Estep 
Score: -31443398.000000 Penalty: 6134.384766
	Iteration 31Q: 3 clusters Score -3.14434e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 220544 members 
Entering Unmasked Estep 
Score: -31443194.000000 Penalty: 6134.384766
	Iteration 32Q: 3 clusters Score -3.144319e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 221750 members 
Entering Unmasked Estep 
Score: -31443026.000000 Penalty: 6134.384766
	Iteration 33Q: 3 clusters Score -3.144303e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 222791 members 
Entering Unmasked Estep 
Score: -31442928.000000 Penalty: 6134.384766
	Iteration 34Q: 3 clusters Score -3.144293e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 223746 members 
Entering Unmasked Estep 
Score: -31442860.000000 Penalty: 6134.384766
	Iteration 35Q: 3 clusters Score -3.144286e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 224618 members 
Entering Unmasked Estep 
Score: -31442632.000000 Penalty: 6134.384766
	Iteration 36Q: 3 clusters Score -3.144263e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 225404 members 
Entering Unmasked Estep 
Score: -31442552.000000 Penalty: 6134.384766
	Iteration 37Q: 3 clusters Score -3.144255e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 226125 members 
Entering Unmasked Estep 
Score: -31442476.000000 Penalty: 6134.384766
	Iteration 38Q: 3 clusters Score -3.144248e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 226771 members 
Entering Unmasked Estep 
Score: -31442500.000000 Penalty: 6134.384766
	Iteration 39Q: 3 clusters Score -3.14425e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 227364 members 
Entering Unmasked Estep 
Score: -31442570.000000 Penalty: 6134.384766
	Iteration 40F: 3 clusters Score -3.144257e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 227908 members 
Entering Unmasked Estep 
Score: -31442458.000000 Penalty: 6134.384766
	Iteration 41Q: 3 clusters Score -3.144246e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 228448 members 
Entering Unmasked Estep 
Score: -31442350.000000 Penalty: 6134.384766
	Iteration 42Q: 3 clusters Score -3.144235e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 228919 members 
Entering Unmasked Estep 
Score: -31442360.000000 Penalty: 6134.384766
	Iteration 43Q: 3 clusters Score -3.144236e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 229343 members 
Entering Unmasked Estep 
Score: -31442216.000000 Penalty: 6134.384766
	Iteration 44Q: 3 clusters Score -3.144222e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 229717 members 
Entering Unmasked Estep 
Score: -31442166.000000 Penalty: 6134.384766
	Iteration 45Q: 3 clusters Score -3.144217e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 230041 members 
Entering Unmasked Estep 
Score: -31442100.000000 Penalty: 6134.384766
	Iteration 46Q: 3 clusters Score -3.14421e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 230322 members 
Entering Unmasked Estep 
Score: -31442044.000000 Penalty: 6134.384766
	Iteration 47Q: 3 clusters Score -3.144204e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 230584 members 
Entering Unmasked Estep 
Score: -31441954.000000 Penalty: 6134.384766
	Iteration 48Q: 3 clusters Score -3.144195e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 230815 members 
Entering Unmasked Estep 
Score: -31441938.000000 Penalty: 6134.384766
	Iteration 49Q: 3 clusters Score -3.144194e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 231016 members 
Entering Unmasked Estep 
Score: -31441766.000000 Penalty: 6134.384766
	Iteration 50Q: 3 clusters Score -3.144177e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 231171 members 
Entering Unmasked Estep 
Score: -31441692.000000 Penalty: 6134.384766
	Iteration 51Q: 3 clusters Score -3.144169e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 231325 members 
Entering Unmasked Estep 
Score: -31441696.000000 Penalty: 6134.384766
	Iteration 52Q: 3 clusters Score -3.14417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 231455 members 
Entering Unmasked Estep 
Score: -31441712.000000 Penalty: 6134.384766
	Iteration 53Q: 3 clusters Score -3.144171e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 231562 members 
Entering Unmasked Estep 
Score: -31441654.000000 Penalty: 6134.384766
	Iteration 54Q: 3 clusters Score -3.144165e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 231659 members 
Entering Unmasked Estep 
Score: -31441678.000000 Penalty: 6134.384766
	Iteration 55Q: 3 clusters Score -3.144168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 231764 members 
Entering Unmasked Estep 
Score: -31441642.000000 Penalty: 6134.384766
	Iteration 56Q: 3 clusters Score -3.144164e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 231863 members 
Entering Unmasked Estep 
Score: -31441658.000000 Penalty: 6134.384766
	Iteration 57Q: 3 clusters Score -3.144166e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 231946 members 
Entering Unmasked Estep 
Score: -31441590.000000 Penalty: 6134.384766
	Iteration 58Q: 3 clusters Score -3.144159e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 232021 members 
Entering Unmasked Estep 
Score: -31441578.000000 Penalty: 6134.384766
	Iteration 59Q: 3 clusters Score -3.144158e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 232102 members 
Entering Unmasked Estep 
Score: -31441522.000000 Penalty: 6134.384766
	Iteration 60F: 3 clusters Score -3.144152e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 232195 members 
Entering Unmasked Estep 
Score: -31441498.000000 Penalty: 6134.384766
	Iteration 61Q: 3 clusters Score -3.14415e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 232273 members 
Entering Unmasked Estep 
Score: -31441460.000000 Penalty: 6134.384766
	Iteration 62Q: 3 clusters Score -3.144146e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 232346 members 
Entering Unmasked Estep 
Score: -31441450.000000 Penalty: 6134.384766
	Iteration 63Q: 3 clusters Score -3.144145e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 232411 members 
Entering Unmasked Estep 
Score: -31441460.000000 Penalty: 6134.384766
	Iteration 64Q: 3 clusters Score -3.144146e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 232481 members 
Entering Unmasked Estep 
Score: -31441464.000000 Penalty: 6134.384766
	Iteration 65Q: 3 clusters Score -3.144146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 232542 members 
Entering Unmasked Estep 
Score: -31441462.000000 Penalty: 6134.384766
	Iteration 66Q: 3 clusters Score -3.144146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 232599 members 
Entering Unmasked Estep 
Score: -31441460.000000 Penalty: 6134.384766
	Iteration 67Q: 3 clusters Score -3.144146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -31441412.000000 Penalty: 6134.384766
	Iteration 68Q: 3 clusters Score -3.144141e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 232697 members 
Entering Unmasked Estep 
Score: -31441392.000000 Penalty: 6134.384766
	Iteration 69Q: 3 clusters Score -3.144139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 232740 members 
Entering Unmasked Estep 
Score: -31441374.000000 Penalty: 6134.384766
	Iteration 70Q: 3 clusters Score -3.144137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 232782 members 
Entering Unmasked Estep 
Score: -31441362.000000 Penalty: 6134.384766
	Iteration 71Q: 3 clusters Score -3.144136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 232822 members 
Entering Unmasked Estep 
Score: -31441370.000000 Penalty: 6134.384766
	Iteration 72Q: 3 clusters Score -3.144137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 232865 members 
Entering Unmasked Estep 
Score: -31441360.000000 Penalty: 6134.384766
	Iteration 73Q: 3 clusters Score -3.144136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 232912 members 
Entering Unmasked Estep 
Score: -31441308.000000 Penalty: 6134.384766
	Iteration 74Q: 3 clusters Score -3.144131e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 232953 members 
Entering Unmasked Estep 
Score: -31441294.000000 Penalty: 6134.384766
	Iteration 75Q: 3 clusters Score -3.144129e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 232988 members 
Entering Unmasked Estep 
Score: -31441312.000000 Penalty: 6134.384766
	Iteration 76Q: 3 clusters Score -3.144131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 233020 members 
Entering Unmasked Estep 
Score: -31441352.000000 Penalty: 6134.384766
	Iteration 77Q: 3 clusters Score -3.144135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 233046 members 
Entering Unmasked Estep 
Score: -31441356.000000 Penalty: 6134.384766
	Iteration 78Q: 3 clusters Score -3.144136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 233064 members 
Entering Unmasked Estep 
Score: -31441352.000000 Penalty: 6134.384766
	Iteration 79Q: 3 clusters Score -3.144135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 233084 members 
Entering Unmasked Estep 
Score: -31441334.000000 Penalty: 6134.384766
	Iteration 80F: 3 clusters Score -3.144133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 233100 members 
Entering Unmasked Estep 
Score: -31441334.000000 Penalty: 6134.384766
	Iteration 81Q: 3 clusters Score -3.144133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 233115 members 
Entering Unmasked Estep 
Score: -31441346.000000 Penalty: 6134.384766
	Iteration 82Q: 3 clusters Score -3.144135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 233129 members 
Entering Unmasked Estep 
Score: -31441322.000000 Penalty: 6134.384766
	Iteration 83Q: 3 clusters Score -3.144132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 233140 members 
Entering Unmasked Estep 
Score: -31441340.000000 Penalty: 6134.384766
	Iteration 84Q: 3 clusters Score -3.144134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 233155 members 
Entering Unmasked Estep 
Score: -31441344.000000 Penalty: 6134.384766
	Iteration 85Q: 3 clusters Score -3.144134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 233171 members 
Entering Unmasked Estep 
Score: -31441328.000000 Penalty: 6134.384766
	Iteration 86Q: 3 clusters Score -3.144133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 233187 members 
Entering Unmasked Estep 
Score: -31441308.000000 Penalty: 6134.384766
	Iteration 87Q: 3 clusters Score -3.144131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 233196 members 
Entering Unmasked Estep 
Score: -31441324.000000 Penalty: 6134.384766
	Iteration 88Q: 3 clusters Score -3.144132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 233207 members 
Entering Unmasked Estep 
Score: -31441316.000000 Penalty: 6134.384766
	Iteration 89Q: 3 clusters Score -3.144132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 233222 members 
Entering Unmasked Estep 
Score: -31441318.000000 Penalty: 6134.384766
	Iteration 90Q: 3 clusters Score -3.144132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 233238 members 
Entering Unmasked Estep 
Score: -31441294.000000 Penalty: 6134.384766
	Iteration 91Q: 3 clusters Score -3.144129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 233256 members 
Entering Unmasked Estep 
Score: -31441302.000000 Penalty: 6134.384766
	Iteration 92Q: 3 clusters Score -3.14413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 233273 members 
Entering Unmasked Estep 
Score: -31441304.000000 Penalty: 6134.384766
	Iteration 93Q: 3 clusters Score -3.14413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 233290 members 
Entering Unmasked Estep 
Score: -31441306.000000 Penalty: 6134.384766
	Iteration 94Q: 3 clusters Score -3.144131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 233301 members 
Entering Unmasked Estep 
Score: -31441298.000000 Penalty: 6134.384766
	Iteration 95Q: 3 clusters Score -3.14413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 233312 members 
Entering Unmasked Estep 
Score: -31441308.000000 Penalty: 6134.384766
	Iteration 96Q: 3 clusters Score -3.144131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 233321 members 
Entering Unmasked Estep 
Score: -31441284.000000 Penalty: 6134.384766
	Iteration 97Q: 3 clusters Score -3.144128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 233332 members 
Entering Unmasked Estep 
Score: -31441268.000000 Penalty: 6134.384766
	Iteration 98Q: 3 clusters Score -3.144127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 233345 members 
Entering Unmasked Estep 
Score: -31441280.000000 Penalty: 6134.384766
	Iteration 99Q: 3 clusters Score -3.144128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 233354 members 
Entering Unmasked Estep 
Score: -31441306.000000 Penalty: 6134.384766
	Iteration 100F: 3 clusters Score -3.144131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 233366 members 
Entering Unmasked Estep 
Score: -31441276.000000 Penalty: 6134.384766
	Iteration 101Q: 3 clusters Score -3.144128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 233378 members 
Entering Unmasked Estep 
Score: -31441280.000000 Penalty: 6134.384766
	Iteration 102Q: 3 clusters Score -3.144128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 233393 members 
Entering Unmasked Estep 
Score: -31441274.000000 Penalty: 6134.384766
	Iteration 103Q: 3 clusters Score -3.144127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 233407 members 
Entering Unmasked Estep 
Score: -31441236.000000 Penalty: 6134.384766
	Iteration 104Q: 3 clusters Score -3.144124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 233421 members 
Entering Unmasked Estep 
Score: -31441248.000000 Penalty: 6134.384766
	Iteration 105Q: 3 clusters Score -3.144125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 233436 members 
Entering Unmasked Estep 
Score: -31441266.000000 Penalty: 6134.384766
	Iteration 106Q: 3 clusters Score -3.144127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 233451 members 
Entering Unmasked Estep 
Score: -31441230.000000 Penalty: 6134.384766
	Iteration 107Q: 3 clusters Score -3.144123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 233466 members 
Entering Unmasked Estep 
Score: -31441246.000000 Penalty: 6134.384766
	Iteration 108Q: 3 clusters Score -3.144125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 233474 members 
Entering Unmasked Estep 
Score: -31441260.000000 Penalty: 6134.384766
	Iteration 109Q: 3 clusters Score -3.144126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 233486 members 
Entering Unmasked Estep 
Score: -31441266.000000 Penalty: 6134.384766
	Iteration 110Q: 3 clusters Score -3.144127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 233506 members 
Entering Unmasked Estep 
Score: -31441266.000000 Penalty: 6134.384766
	Iteration 111Q: 3 clusters Score -3.144127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 233517 members 
Entering Unmasked Estep 
Score: -31441246.000000 Penalty: 6134.384766
	Iteration 112Q: 3 clusters Score -3.144125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 233526 members 
Entering Unmasked Estep 
Score: -31441274.000000 Penalty: 6134.384766
	Iteration 113Q: 3 clusters Score -3.144127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 233536 members 
Entering Unmasked Estep 
Score: -31441242.000000 Penalty: 6134.384766
	Iteration 114Q: 3 clusters Score -3.144124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 233543 members 
Entering Unmasked Estep 
Score: -31441238.000000 Penalty: 6134.384766
	Iteration 115Q: 3 clusters Score -3.144124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 233551 members 
Entering Unmasked Estep 
Score: -31441276.000000 Penalty: 6134.384766
	Iteration 116Q: 3 clusters Score -3.144128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 233559 members 
Entering Unmasked Estep 
Score: -31441294.000000 Penalty: 6134.384766
	Iteration 117Q: 3 clusters Score -3.144129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 233562 members 
Entering Unmasked Estep 
Score: -31441268.000000 Penalty: 6134.384766
	Iteration 118Q: 3 clusters Score -3.144127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 233564 members 
Entering Unmasked Estep 
Score: -31441262.000000 Penalty: 6134.384766
	Iteration 119Q: 3 clusters Score -3.144126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 233567 members 
Entering Unmasked Estep 
Score: -31441256.000000 Penalty: 6134.384766
	Iteration 120F: 3 clusters Score -3.144126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 233568 members 
Entering Unmasked Estep 
Score: -31441258.000000 Penalty: 6134.384766
	Iteration 121Q: 3 clusters Score -3.144126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 233570 members 
Entering Unmasked Estep 
Score: -31441266.000000 Penalty: 6134.384766
	Iteration 122Q: 3 clusters Score -3.144127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 233573 members 
Entering Unmasked Estep 
Score: -31441268.000000 Penalty: 6134.384766
	Iteration 123Q: 3 clusters Score -3.144127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 233577 members 
Entering Unmasked Estep 
Score: -31441272.000000 Penalty: 6134.384766
	Iteration 124Q: 3 clusters Score -3.144127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 233583 members 
Entering Unmasked Estep 
Score: -31441250.000000 Penalty: 6134.384766
	Iteration 125Q: 3 clusters Score -3.144125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -31441244.000000 Penalty: 6134.384766
	Iteration 126Q: 3 clusters Score -3.144124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 233592 members 
Entering Unmasked Estep 
Score: -31441270.000000 Penalty: 6134.384766
	Iteration 127Q: 3 clusters Score -3.144127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 233595 members 
Entering Unmasked Estep 
Score: -31441288.000000 Penalty: 6134.384766
	Iteration 128Q: 3 clusters Score -3.144129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 233597 members 
Entering Unmasked Estep 
Score: -31441296.000000 Penalty: 6134.384766
	Iteration 129Q: 3 clusters Score -3.14413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 233597 members 
Entering Unmasked Estep 
Score: -31441296.000000 Penalty: 6134.384766
	Iteration 130F: 3 clusters Score -3.14413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 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 474 members 
Entering Unmasked Estep 
Score: -112680.507812 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112680.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113477.671875 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113477.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -114063.062500 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -114063.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -114330.296875 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -114330.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -114479.507812 Penalty: 3389.183594
	Iteration 4F: 3 clusters Score -114479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -114525.531250 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -114525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -114566.578125 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -114566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -114577.226562 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -114577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -114581.906250 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -114581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -114581.906250 Penalty: 3389.183594
	Iteration 9F: 3 clusters Score -114581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193247 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235087 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 100205 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74742 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154986 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38952 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 94 members 
Mstep: Class 20 contains 66622 members 
Mstep: Class 21 contains 17700 members 
Mstep: Class 22 contains 174966 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180368288.000000 Penalty: 80602.570312
Splitting cluster 5 changes total score from -180369984.000000 to -180368288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (100205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Entering Unmasked Estep 
Score: -13567778.000000 Penalty: 2855.713379
	Iteration 0F: 2 clusters Score -1.356778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -13500766.000000 Penalty: 5711.426758
	Iteration 0F: 3 clusters Score -1.350077e+07 nChanged 47230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -13527493.000000 Penalty: 5711.426758
	Iteration 1F: 3 clusters Score -1.352749e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -13528090.000000 Penalty: 5711.426758
	Iteration 2Q: 3 clusters Score -1.352809e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -13528734.000000 Penalty: 5711.426758
	Iteration 3Q: 3 clusters Score -1.352873e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -13529410.000000 Penalty: 5711.426758
	Iteration 4Q: 3 clusters Score -1.352941e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -13530169.000000 Penalty: 5711.426758
	Iteration 5Q: 3 clusters Score -1.353017e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -13531180.000000 Penalty: 5711.426758
	Iteration 6Q: 3 clusters Score -1.353118e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -13532651.000000 Penalty: 5711.426758
	Iteration 7Q: 3 clusters Score -1.353265e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -13535150.000000 Penalty: 5711.426758
	Iteration 8Q: 3 clusters Score -1.353515e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -13538947.000000 Penalty: 5711.426758
	Iteration 9F: 3 clusters Score -1.353895e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -13544404.000000 Penalty: 5711.426758
	Iteration 10F: 3 clusters Score -1.35444e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -13549650.000000 Penalty: 5711.426758
	Iteration 11F: 3 clusters Score -1.354965e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -13552578.000000 Penalty: 5711.426758
	Iteration 12F: 3 clusters Score -1.355258e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -13553803.000000 Penalty: 5711.426758
	Iteration 13Q: 3 clusters Score -1.35538e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -13554581.000000 Penalty: 5711.426758
	Iteration 14Q: 3 clusters Score -1.355458e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -13555332.000000 Penalty: 5711.426758
	Iteration 15Q: 3 clusters Score -1.355533e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -13556008.000000 Penalty: 5711.426758
	Iteration 16Q: 3 clusters Score -1.355601e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -13556671.000000 Penalty: 5711.426758
	Iteration 17Q: 3 clusters Score -1.355667e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -13557251.000000 Penalty: 5711.426758
	Iteration 18Q: 3 clusters Score -1.355725e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -13557659.000000 Penalty: 5711.426758
	Iteration 19Q: 3 clusters Score -1.355766e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -13558163.000000 Penalty: 5711.426758
	Iteration 20F: 3 clusters Score -1.355816e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -13558580.000000 Penalty: 5711.426758
	Iteration 21Q: 3 clusters Score -1.355858e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -13558946.000000 Penalty: 5711.426758
	Iteration 22Q: 3 clusters Score -1.355895e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -13559292.000000 Penalty: 5711.426758
	Iteration 23Q: 3 clusters Score -1.355929e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -13559530.000000 Penalty: 5711.426758
	Iteration 24Q: 3 clusters Score -1.355953e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -13559904.000000 Penalty: 5711.426758
	Iteration 25Q: 3 clusters Score -1.35599e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -13560255.000000 Penalty: 5711.426758
	Iteration 26Q: 3 clusters Score -1.356026e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -13560638.000000 Penalty: 5711.426758
	Iteration 27Q: 3 clusters Score -1.356064e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -13560944.000000 Penalty: 5711.426758
	Iteration 28Q: 3 clusters Score -1.356094e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -13561177.000000 Penalty: 5711.426758
	Iteration 29Q: 3 clusters Score -1.356118e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -13561466.000000 Penalty: 5711.426758
	Iteration 30Q: 3 clusters Score -1.356147e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -13561699.000000 Penalty: 5711.426758
	Iteration 31Q: 3 clusters Score -1.35617e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -13561996.000000 Penalty: 5711.426758
	Iteration 32Q: 3 clusters Score -1.3562e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -13562313.000000 Penalty: 5711.426758
	Iteration 33Q: 3 clusters Score -1.356231e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -13562567.000000 Penalty: 5711.426758
	Iteration 34Q: 3 clusters Score -1.356257e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -13562826.000000 Penalty: 5711.426758
	Iteration 35Q: 3 clusters Score -1.356283e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -13563025.000000 Penalty: 5711.426758
	Iteration 36Q: 3 clusters Score -1.356302e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -13563218.000000 Penalty: 5711.426758
	Iteration 37Q: 3 clusters Score -1.356322e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -13563413.000000 Penalty: 5711.426758
	Iteration 38Q: 3 clusters Score -1.356341e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -13563674.000000 Penalty: 5711.426758
	Iteration 39Q: 3 clusters Score -1.356367e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -13563845.000000 Penalty: 5711.426758
	Iteration 40F: 3 clusters Score -1.356384e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -13564033.000000 Penalty: 5711.426758
	Iteration 41Q: 3 clusters Score -1.356403e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -13564207.000000 Penalty: 5711.426758
	Iteration 42Q: 3 clusters Score -1.356421e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -13564401.000000 Penalty: 5711.426758
	Iteration 43Q: 3 clusters Score -1.35644e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13564563.000000 Penalty: 5711.426758
	Iteration 44Q: 3 clusters Score -1.356456e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -13564693.000000 Penalty: 5711.426758
	Iteration 45Q: 3 clusters Score -1.356469e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -13564832.000000 Penalty: 5711.426758
	Iteration 46Q: 3 clusters Score -1.356483e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -13564940.000000 Penalty: 5711.426758
	Iteration 47Q: 3 clusters Score -1.356494e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -13564983.000000 Penalty: 5711.426758
	Iteration 48Q: 3 clusters Score -1.356498e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -13565050.000000 Penalty: 5711.426758
	Iteration 49Q: 3 clusters Score -1.356505e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -13565100.000000 Penalty: 5711.426758
	Iteration 50Q: 3 clusters Score -1.35651e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -13565124.000000 Penalty: 5711.426758
	Iteration 51Q: 3 clusters Score -1.356512e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -13565146.000000 Penalty: 5711.426758
	Iteration 52Q: 3 clusters Score -1.356515e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -13565169.000000 Penalty: 5711.426758
	Iteration 53Q: 3 clusters Score -1.356517e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -13565212.000000 Penalty: 5711.426758
	Iteration 54Q: 3 clusters Score -1.356521e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -13565253.000000 Penalty: 5711.426758
	Iteration 55Q: 3 clusters Score -1.356525e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -13565287.000000 Penalty: 5711.426758
	Iteration 56Q: 3 clusters Score -1.356529e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -13565324.000000 Penalty: 5711.426758
	Iteration 57Q: 3 clusters Score -1.356532e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 97988 members 
Entering Unmasked Estep 
Score: -13565328.000000 Penalty: 5711.426758
	Iteration 58Q: 3 clusters Score -1.356533e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 98059 members 
Entering Unmasked Estep 
Score: -13565358.000000 Penalty: 5711.426758
	Iteration 59Q: 3 clusters Score -1.356536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -13565377.000000 Penalty: 5711.426758
	Iteration 60F: 3 clusters Score -1.356538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
Score: -13565399.000000 Penalty: 5711.426758
	Iteration 61Q: 3 clusters Score -1.35654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -13565398.000000 Penalty: 5711.426758
	Iteration 62Q: 3 clusters Score -1.35654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -13565387.000000 Penalty: 5711.426758
	Iteration 63Q: 3 clusters Score -1.356539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -13565372.000000 Penalty: 5711.426758
	Iteration 64Q: 3 clusters Score -1.356537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -13565382.000000 Penalty: 5711.426758
	Iteration 65Q: 3 clusters Score -1.356538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -13565359.000000 Penalty: 5711.426758
	Iteration 66Q: 3 clusters Score -1.356536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -13565391.000000 Penalty: 5711.426758
	Iteration 67Q: 3 clusters Score -1.356539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -13565400.000000 Penalty: 5711.426758
	Iteration 68Q: 3 clusters Score -1.35654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -13565416.000000 Penalty: 5711.426758
	Iteration 69Q: 3 clusters Score -1.356542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -13565444.000000 Penalty: 5711.426758
	Iteration 70Q: 3 clusters Score -1.356544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -13565453.000000 Penalty: 5711.426758
	Iteration 71Q: 3 clusters Score -1.356545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -13565445.000000 Penalty: 5711.426758
	Iteration 72Q: 3 clusters Score -1.356544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13565453.000000 Penalty: 5711.426758
	Iteration 73Q: 3 clusters Score -1.356545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -13565456.000000 Penalty: 5711.426758
	Iteration 74Q: 3 clusters Score -1.356546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -13565473.000000 Penalty: 5711.426758
	Iteration 75Q: 3 clusters Score -1.356547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -13565480.000000 Penalty: 5711.426758
	Iteration 76Q: 3 clusters Score -1.356548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13565492.000000 Penalty: 5711.426758
	Iteration 77Q: 3 clusters Score -1.356549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -13565496.000000 Penalty: 5711.426758
	Iteration 78Q: 3 clusters Score -1.35655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -13565491.000000 Penalty: 5711.426758
	Iteration 79Q: 3 clusters Score -1.356549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -13565501.000000 Penalty: 5711.426758
	Iteration 80F: 3 clusters Score -1.35655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -13565514.000000 Penalty: 5711.426758
	Iteration 81Q: 3 clusters Score -1.356551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -13565507.000000 Penalty: 5711.426758
	Iteration 82Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -13565512.000000 Penalty: 5711.426758
	Iteration 83Q: 3 clusters Score -1.356551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -13565506.000000 Penalty: 5711.426758
	Iteration 84Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 98661 members 
Entering Unmasked Estep 
Score: -13565515.000000 Penalty: 5711.426758
	Iteration 85Q: 3 clusters Score -1.356552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -13565509.000000 Penalty: 5711.426758
	Iteration 86Q: 3 clusters Score -1.356551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -13565513.000000 Penalty: 5711.426758
	Iteration 87Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -13565516.000000 Penalty: 5711.426758
	Iteration 88Q: 3 clusters Score -1.356552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -13565504.000000 Penalty: 5711.426758
	Iteration 89Q: 3 clusters Score -1.35655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -13565510.000000 Penalty: 5711.426758
	Iteration 90Q: 3 clusters Score -1.356551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -13565512.000000 Penalty: 5711.426758
	Iteration 91Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -13565508.000000 Penalty: 5711.426758
	Iteration 92Q: 3 clusters Score -1.356551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -13565507.000000 Penalty: 5711.426758
	Iteration 93Q: 3 clusters Score -1.356551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -13565507.000000 Penalty: 5711.426758
	Iteration 94Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -13565505.000000 Penalty: 5711.426758
	Iteration 95Q: 3 clusters Score -1.35655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -13565505.000000 Penalty: 5711.426758
	Iteration 96Q: 3 clusters Score -1.35655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -13565511.000000 Penalty: 5711.426758
	Iteration 97Q: 3 clusters Score -1.356551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -13565512.000000 Penalty: 5711.426758
	Iteration 98Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -13565516.000000 Penalty: 5711.426758
	Iteration 99Q: 3 clusters Score -1.356552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -13565504.000000 Penalty: 5711.426758
	Iteration 100F: 3 clusters Score -1.35655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -13565511.000000 Penalty: 5711.426758
	Iteration 101Q: 3 clusters Score -1.356551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -13565515.000000 Penalty: 5711.426758
	Iteration 102Q: 3 clusters Score -1.356552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -13565511.000000 Penalty: 5711.426758
	Iteration 103Q: 3 clusters Score -1.356551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -13565505.000000 Penalty: 5711.426758
	Iteration 104Q: 3 clusters Score -1.35655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -13565500.000000 Penalty: 5711.426758
	Iteration 105Q: 3 clusters Score -1.35655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -13565500.000000 Penalty: 5711.426758
	Iteration 106F: 3 clusters Score -1.35655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 354 members 
Entering Unmasked Estep 
Score: -79712.875000 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79712.88 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80045.601562 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80045.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80230.273438 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80230.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80349.281250 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80349.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80474.023438 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80474.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80616.750000 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -80616.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80705.695312 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80705.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80801.296875 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80801.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80900.648438 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -80900.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80988.726562 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80988.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81033.718750 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -81033.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81090.390625 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -81090.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81194.789062 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81194.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81221.101562 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -81221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -81223.109375 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81223.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -81225.507812 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -81225.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81231.984375 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -81231.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -81246.234375 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -81246.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81252.390625 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -81252.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81264.554688 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -81264.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81301.515625 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -81301.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -81331.335938 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -81331.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -81335.257812 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -81335.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -81335.257812 Penalty: 3231.297607
	Iteration 23F: 3 clusters Score -81335.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Entering Unmasked Estep 
Score: -10159986.000000 Penalty: 2783.005859
	Iteration 0F: 2 clusters Score -1.015999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -10109865.000000 Penalty: 5566.011719
	Iteration 0F: 3 clusters Score -1.010986e+07 nChanged 35054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -10129939.000000 Penalty: 5566.011719
	Iteration 1F: 3 clusters Score -1.012994e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -10130579.000000 Penalty: 5566.011719
	Iteration 2Q: 3 clusters Score -1.013058e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -10131203.000000 Penalty: 5566.011719
	Iteration 3Q: 3 clusters Score -1.01312e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -10132019.000000 Penalty: 5566.011719
	Iteration 4Q: 3 clusters Score -1.013202e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -10133161.000000 Penalty: 5566.011719
	Iteration 5Q: 3 clusters Score -1.013316e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -10134882.000000 Penalty: 5566.011719
	Iteration 6Q: 3 clusters Score -1.013488e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -10137516.000000 Penalty: 5566.011719
	Iteration 7F: 3 clusters Score -1.013752e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -10141537.000000 Penalty: 5566.011719
	Iteration 8F: 3 clusters Score -1.014154e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -10146463.000000 Penalty: 5566.011719
	Iteration 9F: 3 clusters Score -1.014646e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -10150890.000000 Penalty: 5566.011719
	Iteration 10F: 3 clusters Score -1.015089e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -10153933.000000 Penalty: 5566.011719
	Iteration 11Q: 3 clusters Score -1.015393e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -10155678.000000 Penalty: 5566.011719
	Iteration 12Q: 3 clusters Score -1.015568e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -10156651.000000 Penalty: 5566.011719
	Iteration 13Q: 3 clusters Score -1.015665e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -10157105.000000 Penalty: 5566.011719
	Iteration 14Q: 3 clusters Score -1.01571e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -10157324.000000 Penalty: 5566.011719
	Iteration 15Q: 3 clusters Score -1.015732e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -10157450.000000 Penalty: 5566.011719
	Iteration 16Q: 3 clusters Score -1.015745e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -10157508.000000 Penalty: 5566.011719
	Iteration 17Q: 3 clusters Score -1.015751e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -10157574.000000 Penalty: 5566.011719
	Iteration 18Q: 3 clusters Score -1.015757e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -10157594.000000 Penalty: 5566.011719
	Iteration 19Q: 3 clusters Score -1.015759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -10157614.000000 Penalty: 5566.011719
	Iteration 20F: 3 clusters Score -1.015761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -10157651.000000 Penalty: 5566.011719
	Iteration 21Q: 3 clusters Score -1.015765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -10157672.000000 Penalty: 5566.011719
	Iteration 22Q: 3 clusters Score -1.015767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -10157703.000000 Penalty: 5566.011719
	Iteration 23Q: 3 clusters Score -1.01577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -10157719.000000 Penalty: 5566.011719
	Iteration 24Q: 3 clusters Score -1.015772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -10157731.000000 Penalty: 5566.011719
	Iteration 25Q: 3 clusters Score -1.015773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -10157733.000000 Penalty: 5566.011719
	Iteration 26Q: 3 clusters Score -1.015773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -10157740.000000 Penalty: 5566.011719
	Iteration 27Q: 3 clusters Score -1.015774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -10157739.000000 Penalty: 5566.011719
	Iteration 28Q: 3 clusters Score -1.015774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -10157737.000000 Penalty: 5566.011719
	Iteration 29Q: 3 clusters Score -1.015774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -10157740.000000 Penalty: 5566.011719
	Iteration 30Q: 3 clusters Score -1.015774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -10157740.000000 Penalty: 5566.011719
	Iteration 31F: 3 clusters Score -1.015774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -118998.156250 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -118998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117043.656250 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117043.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117403.148438 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117403.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117569.203125 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117569.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117677.796875 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -117677.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117753.718750 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117793.531250 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117830.710938 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117830.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117862.335938 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -117862.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117898.312500 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -117898.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117934.671875 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -117934.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117980.179688 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -117980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118022.859375 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -118022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118058.742188 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -118058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118108.593750 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118108.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118190.023438 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -118190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -118269.296875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -118269.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118346.914062 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -118346.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118446.390625 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -118446.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118572.765625 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -118572.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118796.687500 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -118796.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119357.828125 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -119357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -119582.710938 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -119582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119638.117188 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -119638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119686.070312 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -119686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119696.476562 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -119696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119696.476562 Penalty: 3419.756348
	Iteration 25F: 3 clusters Score -119696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193247 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235087 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100205 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74742 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 154986 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38952 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 389 members 
Mstep: Class 20 contains 66622 members 
Mstep: Class 21 contains 17700 members 
Mstep: Class 22 contains 174966 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
Score: -180369056.000000 Penalty: 80602.570312
Splitting cluster 9 changes total score from -180369984.000000 to -180369056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (154986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Entering Unmasked Estep 
Score: -20871590.000000 Penalty: 2963.870361
	Iteration 0F: 2 clusters Score -2.087159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -20771074.000000 Penalty: 5927.740723
	Iteration 0F: 3 clusters Score -2.077107e+07 nChanged 74136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -20814056.000000 Penalty: 5927.740723
	Iteration 1F: 3 clusters Score -2.081406e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -20815336.000000 Penalty: 5927.740723
	Iteration 2Q: 3 clusters Score -2.081534e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -20817274.000000 Penalty: 5927.740723
	Iteration 3Q: 3 clusters Score -2.081727e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -20820118.000000 Penalty: 5927.740723
	Iteration 4Q: 3 clusters Score -2.082012e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -20823588.000000 Penalty: 5927.740723
	Iteration 5F: 3 clusters Score -2.082359e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -20826984.000000 Penalty: 5927.740723
	Iteration 6F: 3 clusters Score -2.082698e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -20830402.000000 Penalty: 5927.740723
	Iteration 7F: 3 clusters Score -2.08304e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -20832944.000000 Penalty: 5927.740723
	Iteration 8Q: 3 clusters Score -2.083294e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -20834896.000000 Penalty: 5927.740723
	Iteration 9Q: 3 clusters Score -2.08349e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -20836268.000000 Penalty: 5927.740723
	Iteration 10Q: 3 clusters Score -2.083627e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -20837200.000000 Penalty: 5927.740723
	Iteration 11Q: 3 clusters Score -2.08372e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -20837742.000000 Penalty: 5927.740723
	Iteration 12Q: 3 clusters Score -2.083774e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -20838268.000000 Penalty: 5927.740723
	Iteration 13Q: 3 clusters Score -2.083827e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -20838874.000000 Penalty: 5927.740723
	Iteration 14Q: 3 clusters Score -2.083887e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -20839276.000000 Penalty: 5927.740723
	Iteration 15Q: 3 clusters Score -2.083928e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -20839774.000000 Penalty: 5927.740723
	Iteration 16Q: 3 clusters Score -2.083977e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -20840316.000000 Penalty: 5927.740723
	Iteration 17Q: 3 clusters Score -2.084032e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -20840874.000000 Penalty: 5927.740723
	Iteration 18Q: 3 clusters Score -2.084087e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -20841530.000000 Penalty: 5927.740723
	Iteration 19Q: 3 clusters Score -2.084153e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -20842160.000000 Penalty: 5927.740723
	Iteration 20F: 3 clusters Score -2.084216e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -20843006.000000 Penalty: 5927.740723
	Iteration 21Q: 3 clusters Score -2.084301e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -20843982.000000 Penalty: 5927.740723
	Iteration 22Q: 3 clusters Score -2.084398e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -20844964.000000 Penalty: 5927.740723
	Iteration 23Q: 3 clusters Score -2.084496e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -20846152.000000 Penalty: 5927.740723
	Iteration 24Q: 3 clusters Score -2.084615e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -20847566.000000 Penalty: 5927.740723
	Iteration 25Q: 3 clusters Score -2.084757e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -20849108.000000 Penalty: 5927.740723
	Iteration 26Q: 3 clusters Score -2.084911e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -20850922.000000 Penalty: 5927.740723
	Iteration 27Q: 3 clusters Score -2.085092e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -20853168.000000 Penalty: 5927.740723
	Iteration 28Q: 3 clusters Score -2.085317e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -20855854.000000 Penalty: 5927.740723
	Iteration 29Q: 3 clusters Score -2.085585e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -20858334.000000 Penalty: 5927.740723
	Iteration 30Q: 3 clusters Score -2.085833e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -20861024.000000 Penalty: 5927.740723
	Iteration 31Q: 3 clusters Score -2.086102e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -20863556.000000 Penalty: 5927.740723
	Iteration 32Q: 3 clusters Score -2.086356e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 144752 members 
Entering Unmasked Estep 
Score: -20865404.000000 Penalty: 5927.740723
	Iteration 33Q: 3 clusters Score -2.08654e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -20866818.000000 Penalty: 5927.740723
	Iteration 34Q: 3 clusters Score -2.086682e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 149762 members 
Entering Unmasked Estep 
Score: -20867614.000000 Penalty: 5927.740723
	Iteration 35Q: 3 clusters Score -2.086761e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -20868122.000000 Penalty: 5927.740723
	Iteration 36Q: 3 clusters Score -2.086812e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -20868448.000000 Penalty: 5927.740723
	Iteration 37Q: 3 clusters Score -2.086845e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -20868672.000000 Penalty: 5927.740723
	Iteration 38Q: 3 clusters Score -2.086867e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -20868850.000000 Penalty: 5927.740723
	Iteration 39Q: 3 clusters Score -2.086885e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -20868934.000000 Penalty: 5927.740723
	Iteration 40F: 3 clusters Score -2.086893e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 153447 members 
Entering Unmasked Estep 
Score: -20869026.000000 Penalty: 5927.740723
	Iteration 41Q: 3 clusters Score -2.086903e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -20869068.000000 Penalty: 5927.740723
	Iteration 42Q: 3 clusters Score -2.086907e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 153656 members 
Entering Unmasked Estep 
Score: -20869072.000000 Penalty: 5927.740723
	Iteration 43Q: 3 clusters Score -2.086907e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -20869078.000000 Penalty: 5927.740723
	Iteration 44Q: 3 clusters Score -2.086908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20869092.000000 Penalty: 5927.740723
	Iteration 45Q: 3 clusters Score -2.086909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -20869124.000000 Penalty: 5927.740723
	Iteration 46Q: 3 clusters Score -2.086912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -20869150.000000 Penalty: 5927.740723
	Iteration 47Q: 3 clusters Score -2.086915e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -20869184.000000 Penalty: 5927.740723
	Iteration 48Q: 3 clusters Score -2.086918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 153933 members 
Entering Unmasked Estep 
Score: -20869210.000000 Penalty: 5927.740723
	Iteration 49Q: 3 clusters Score -2.086921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -20869214.000000 Penalty: 5927.740723
	Iteration 50Q: 3 clusters Score -2.086921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -20869224.000000 Penalty: 5927.740723
	Iteration 51Q: 3 clusters Score -2.086922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 153985 members 
Entering Unmasked Estep 
Score: -20869242.000000 Penalty: 5927.740723
	Iteration 52Q: 3 clusters Score -2.086924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 153999 members 
Entering Unmasked Estep 
Score: -20869254.000000 Penalty: 5927.740723
	Iteration 53Q: 3 clusters Score -2.086925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -20869256.000000 Penalty: 5927.740723
	Iteration 54Q: 3 clusters Score -2.086926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -20869272.000000 Penalty: 5927.740723
	Iteration 55Q: 3 clusters Score -2.086927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -20869272.000000 Penalty: 5927.740723
	Iteration 56Q: 3 clusters Score -2.086927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 154042 members 
Entering Unmasked Estep 
Score: -20869276.000000 Penalty: 5927.740723
	Iteration 57Q: 3 clusters Score -2.086928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 154049 members 
Entering Unmasked Estep 
Score: -20869300.000000 Penalty: 5927.740723
	Iteration 58Q: 3 clusters Score -2.08693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -20869288.000000 Penalty: 5927.740723
	Iteration 59Q: 3 clusters Score -2.086929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -20869298.000000 Penalty: 5927.740723
	Iteration 60F: 3 clusters Score -2.08693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -20869296.000000 Penalty: 5927.740723
	Iteration 61Q: 3 clusters Score -2.08693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -20869306.000000 Penalty: 5927.740723
	Iteration 62Q: 3 clusters Score -2.086931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -20869298.000000 Penalty: 5927.740723
	Iteration 63Q: 3 clusters Score -2.08693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -20869298.000000 Penalty: 5927.740723
	Iteration 64F: 3 clusters Score -2.08693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -613287.812500 Penalty: 2107.405518
	Iteration 0F: 2 clusters Score -613287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -608820.000000 Penalty: 4214.811035
	Iteration 0F: 3 clusters Score -608820 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -609920.500000 Penalty: 4214.811035
	Iteration 1F: 3 clusters Score -609920.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -610121.250000 Penalty: 4214.811035
	Iteration 2F: 3 clusters Score -610121.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -610254.437500 Penalty: 4214.811035
	Iteration 3Q: 3 clusters Score -610254.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -610339.187500 Penalty: 4214.811035
	Iteration 4Q: 3 clusters Score -610339.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -610401.375000 Penalty: 4214.811035
	Iteration 5Q: 3 clusters Score -610401.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -610456.937500 Penalty: 4214.811035
	Iteration 6Q: 3 clusters Score -610456.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -610504.250000 Penalty: 4214.811035
	Iteration 7Q: 3 clusters Score -610504.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -610543.375000 Penalty: 4214.811035
	Iteration 8Q: 3 clusters Score -610543.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -610575.500000 Penalty: 4214.811035
	Iteration 9Q: 3 clusters Score -610575.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -610608.375000 Penalty: 4214.811035
	Iteration 10Q: 3 clusters Score -610608.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -610646.250000 Penalty: 4214.811035
	Iteration 11Q: 3 clusters Score -610646.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -610681.062500 Penalty: 4214.811035
	Iteration 12Q: 3 clusters Score -610681.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -610706.875000 Penalty: 4214.811035
	Iteration 13Q: 3 clusters Score -610706.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -610730.312500 Penalty: 4214.811035
	Iteration 14Q: 3 clusters Score -610730.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -610756.750000 Penalty: 4214.811035
	Iteration 15Q: 3 clusters Score -610756.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -610774.562500 Penalty: 4214.811035
	Iteration 16Q: 3 clusters Score -610774.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -610798.312500 Penalty: 4214.811035
	Iteration 17Q: 3 clusters Score -610798.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -610812.125000 Penalty: 4214.811035
	Iteration 18Q: 3 clusters Score -610812.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -610822.937500 Penalty: 4214.811035
	Iteration 19Q: 3 clusters Score -610822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -610833.375000 Penalty: 4214.811035
	Iteration 20F: 3 clusters Score -610833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -610840.937500 Penalty: 4214.811035
	Iteration 21Q: 3 clusters Score -610840.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -610851.312500 Penalty: 4214.811035
	Iteration 22Q: 3 clusters Score -610851.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -610864.562500 Penalty: 4214.811035
	Iteration 23Q: 3 clusters Score -610864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -610876.625000 Penalty: 4214.811035
	Iteration 24Q: 3 clusters Score -610876.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -610886.000000 Penalty: 4214.811035
	Iteration 25Q: 3 clusters Score -610886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -610894.937500 Penalty: 4214.811035
	Iteration 26Q: 3 clusters Score -610894.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -610910.062500 Penalty: 4214.811035
	Iteration 27Q: 3 clusters Score -610910.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -610919.437500 Penalty: 4214.811035
	Iteration 28Q: 3 clusters Score -610919.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -610933.875000 Penalty: 4214.811035
	Iteration 29Q: 3 clusters Score -610933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -610943.062500 Penalty: 4214.811035
	Iteration 30Q: 3 clusters Score -610943.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -610954.875000 Penalty: 4214.811035
	Iteration 31Q: 3 clusters Score -610954.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -610965.625000 Penalty: 4214.811035
	Iteration 32Q: 3 clusters Score -610965.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -610974.937500 Penalty: 4214.811035
	Iteration 33Q: 3 clusters Score -610974.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -610984.312500 Penalty: 4214.811035
	Iteration 34Q: 3 clusters Score -610984.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -610991.187500 Penalty: 4214.811035
	Iteration 35Q: 3 clusters Score -610991.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -611002.937500 Penalty: 4214.811035
	Iteration 36Q: 3 clusters Score -611002.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -611011.875000 Penalty: 4214.811035
	Iteration 37Q: 3 clusters Score -611011.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -611018.875000 Penalty: 4214.811035
	Iteration 38Q: 3 clusters Score -611018.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -611032.812500 Penalty: 4214.811035
	Iteration 39Q: 3 clusters Score -611032.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -611045.250000 Penalty: 4214.811035
	Iteration 40F: 3 clusters Score -611045.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -611056.562500 Penalty: 4214.811035
	Iteration 41Q: 3 clusters Score -611056.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -611069.500000 Penalty: 4214.811035
	Iteration 42Q: 3 clusters Score -611069.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -611082.937500 Penalty: 4214.811035
	Iteration 43Q: 3 clusters Score -611082.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -611097.937500 Penalty: 4214.811035
	Iteration 44Q: 3 clusters Score -611097.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -611113.375000 Penalty: 4214.811035
	Iteration 45Q: 3 clusters Score -611113.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -611132.687500 Penalty: 4214.811035
	Iteration 46Q: 3 clusters Score -611132.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -611159.312500 Penalty: 4214.811035
	Iteration 47Q: 3 clusters Score -611159.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -611189.750000 Penalty: 4214.811035
	Iteration 48Q: 3 clusters Score -611189.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -611223.312500 Penalty: 4214.811035
	Iteration 49Q: 3 clusters Score -611223.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -611254.437500 Penalty: 4214.811035
	Iteration 50Q: 3 clusters Score -611254.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -611283.812500 Penalty: 4214.811035
	Iteration 51Q: 3 clusters Score -611283.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -611314.250000 Penalty: 4214.811035
	Iteration 52Q: 3 clusters Score -611314.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -611340.562500 Penalty: 4214.811035
	Iteration 53Q: 3 clusters Score -611340.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -611364.750000 Penalty: 4214.811035
	Iteration 54Q: 3 clusters Score -611364.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -611386.625000 Penalty: 4214.811035
	Iteration 55Q: 3 clusters Score -611386.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -611416.875000 Penalty: 4214.811035
	Iteration 56Q: 3 clusters Score -611416.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -611450.875000 Penalty: 4214.811035
	Iteration 57Q: 3 clusters Score -611450.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -611485.875000 Penalty: 4214.811035
	Iteration 58Q: 3 clusters Score -611485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -611507.937500 Penalty: 4214.811035
	Iteration 59Q: 3 clusters Score -611507.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -611524.312500 Penalty: 4214.811035
	Iteration 60F: 3 clusters Score -611524.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -611545.000000 Penalty: 4214.811035
	Iteration 61Q: 3 clusters Score -611545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -611565.125000 Penalty: 4214.811035
	Iteration 62Q: 3 clusters Score -611565.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -611584.437500 Penalty: 4214.811035
	Iteration 63Q: 3 clusters Score -611584.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -611599.750000 Penalty: 4214.811035
	Iteration 64Q: 3 clusters Score -611599.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -611622.312500 Penalty: 4214.811035
	Iteration 65Q: 3 clusters Score -611622.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -611638.750000 Penalty: 4214.811035
	Iteration 66Q: 3 clusters Score -611638.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -611653.125000 Penalty: 4214.811035
	Iteration 67Q: 3 clusters Score -611653.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -611668.125000 Penalty: 4214.811035
	Iteration 68Q: 3 clusters Score -611668.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -611681.562500 Penalty: 4214.811035
	Iteration 69Q: 3 clusters Score -611681.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -611691.750000 Penalty: 4214.811035
	Iteration 70Q: 3 clusters Score -611691.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -611711.750000 Penalty: 4214.811035
	Iteration 71Q: 3 clusters Score -611711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -611725.562500 Penalty: 4214.811035
	Iteration 72Q: 3 clusters Score -611725.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -611733.000000 Penalty: 4214.811035
	Iteration 73Q: 3 clusters Score -611733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -611744.062500 Penalty: 4214.811035
	Iteration 74Q: 3 clusters Score -611744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -611759.000000 Penalty: 4214.811035
	Iteration 75Q: 3 clusters Score -611759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -611765.437500 Penalty: 4214.811035
	Iteration 76Q: 3 clusters Score -611765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -611781.500000 Penalty: 4214.811035
	Iteration 77Q: 3 clusters Score -611781.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -611798.750000 Penalty: 4214.811035
	Iteration 78Q: 3 clusters Score -611798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -611812.375000 Penalty: 4214.811035
	Iteration 79Q: 3 clusters Score -611812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -611816.000000 Penalty: 4214.811035
	Iteration 80F: 3 clusters Score -611816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -611818.750000 Penalty: 4214.811035
	Iteration 81Q: 3 clusters Score -611818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -611820.687500 Penalty: 4214.811035
	Iteration 82Q: 3 clusters Score -611820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -611824.562500 Penalty: 4214.811035
	Iteration 83Q: 3 clusters Score -611824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -611829.000000 Penalty: 4214.811035
	Iteration 84Q: 3 clusters Score -611829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -611833.875000 Penalty: 4214.811035
	Iteration 85Q: 3 clusters Score -611833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -611833.875000 Penalty: 4214.811035
	Iteration 86F: 3 clusters Score -611833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 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 192 members 
Entering Unmasked Estep 
Score: -42536.285156 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42536.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42745.304688 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42745.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42849.910156 Penalty: 2954.095215
	Iteration 2F: 3 clusters Score -42849.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42896.136719 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42896.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42917.449219 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42917.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42921.453125 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42921.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42927.347656 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42927.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42929.230469 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -42929.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42929.230469 Penalty: 2954.095215
	Iteration 8F: 3 clusters Score -42929.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Entering Unmasked Estep 
Score: -1840484.375000 Penalty: 2376.500244
	Iteration 0F: 2 clusters Score -1840484 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 7190 members 
Entering Unmasked Estep 
Score: -1829965.875000 Penalty: 4753.000488
	Iteration 0F: 3 clusters Score -1829966 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1833197.625000 Penalty: 4753.000488
	Iteration 1F: 3 clusters Score -1833198 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1833540.625000 Penalty: 4753.000488
	Iteration 2F: 3 clusters Score -1833541 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1833830.375000 Penalty: 4753.000488
	Iteration 3Q: 3 clusters Score -1833830 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1834161.625000 Penalty: 4753.000488
	Iteration 4Q: 3 clusters Score -1834162 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1834622.625000 Penalty: 4753.000488
	Iteration 5Q: 3 clusters Score -1834623 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1835284.750000 Penalty: 4753.000488
	Iteration 6F: 3 clusters Score -1835285 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1836160.500000 Penalty: 4753.000488
	Iteration 7F: 3 clusters Score -1836160 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1837256.000000 Penalty: 4753.000488
	Iteration 8F: 3 clusters Score -1837256 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1838245.875000 Penalty: 4753.000488
	Iteration 9F: 3 clusters Score -1838246 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1838922.125000 Penalty: 4753.000488
	Iteration 10Q: 3 clusters Score -1838922 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1839318.625000 Penalty: 4753.000488
	Iteration 11Q: 3 clusters Score -1839319 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1839576.125000 Penalty: 4753.000488
	Iteration 12Q: 3 clusters Score -1839576 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1839764.125000 Penalty: 4753.000488
	Iteration 13Q: 3 clusters Score -1839764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1839926.375000 Penalty: 4753.000488
	Iteration 14Q: 3 clusters Score -1839926 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1840070.875000 Penalty: 4753.000488
	Iteration 15Q: 3 clusters Score -1840071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1840162.625000 Penalty: 4753.000488
	Iteration 16Q: 3 clusters Score -1840163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1840231.500000 Penalty: 4753.000488
	Iteration 17Q: 3 clusters Score -1840232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1840290.625000 Penalty: 4753.000488
	Iteration 18Q: 3 clusters Score -1840291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1840341.625000 Penalty: 4753.000488
	Iteration 19Q: 3 clusters Score -1840342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1840378.500000 Penalty: 4753.000488
	Iteration 20F: 3 clusters Score -1840378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1840408.250000 Penalty: 4753.000488
	Iteration 21Q: 3 clusters Score -1840408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1840427.625000 Penalty: 4753.000488
	Iteration 22Q: 3 clusters Score -1840428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1840434.750000 Penalty: 4753.000488
	Iteration 23Q: 3 clusters Score -1840435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1840440.250000 Penalty: 4753.000488
	Iteration 24Q: 3 clusters Score -1840440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1840444.375000 Penalty: 4753.000488
	Iteration 25Q: 3 clusters Score -1840444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1840447.500000 Penalty: 4753.000488
	Iteration 26Q: 3 clusters Score -1840448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1840446.000000 Penalty: 4753.000488
	Iteration 27Q: 3 clusters Score -1840446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1840446.500000 Penalty: 4753.000488
	Iteration 28Q: 3 clusters Score -1840446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1840451.250000 Penalty: 4753.000488
	Iteration 29Q: 3 clusters Score -1840451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1840451.250000 Penalty: 4753.000488
	Iteration 30F: 3 clusters Score -1840451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Entering Unmasked Estep 
Score: -23546122.000000 Penalty: 2993.951904
	Iteration 0F: 2 clusters Score -2.354612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -23433926.000000 Penalty: 5987.903809
	Iteration 0F: 3 clusters Score -2.343393e+07 nChanged 83733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -23482676.000000 Penalty: 5987.903809
	Iteration 1F: 3 clusters Score -2.348268e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -23483846.000000 Penalty: 5987.903809
	Iteration 2Q: 3 clusters Score -2.348385e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -23485392.000000 Penalty: 5987.903809
	Iteration 3Q: 3 clusters Score -2.348539e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -23488154.000000 Penalty: 5987.903809
	Iteration 4Q: 3 clusters Score -2.348815e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -23492496.000000 Penalty: 5987.903809
	Iteration 5F: 3 clusters Score -2.34925e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -23500262.000000 Penalty: 5987.903809
	Iteration 6F: 3 clusters Score -2.350026e+07 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 135275 members 
Entering Unmasked Estep 
Score: -23511194.000000 Penalty: 5987.903809
	Iteration 7F: 3 clusters Score -2.351119e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -23524080.000000 Penalty: 5987.903809
	Iteration 8F: 3 clusters Score -2.352408e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 160250 members 
Entering Unmasked Estep 
Score: -23533866.000000 Penalty: 5987.903809
	Iteration 9F: 3 clusters Score -2.353387e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -23539246.000000 Penalty: 5987.903809
	Iteration 10Q: 3 clusters Score -2.353925e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -23541790.000000 Penalty: 5987.903809
	Iteration 11Q: 3 clusters Score -2.354179e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 172663 members 
Entering Unmasked Estep 
Score: -23542764.000000 Penalty: 5987.903809
	Iteration 12Q: 3 clusters Score -2.354276e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -23543226.000000 Penalty: 5987.903809
	Iteration 13Q: 3 clusters Score -2.354323e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -23543414.000000 Penalty: 5987.903809
	Iteration 14Q: 3 clusters Score -2.354341e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 174167 members 
Entering Unmasked Estep 
Score: -23543532.000000 Penalty: 5987.903809
	Iteration 15Q: 3 clusters Score -2.354353e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -23543600.000000 Penalty: 5987.903809
	Iteration 16Q: 3 clusters Score -2.35436e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 174356 members 
Entering Unmasked Estep 
Score: -23543654.000000 Penalty: 5987.903809
	Iteration 17Q: 3 clusters Score -2.354365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -23543670.000000 Penalty: 5987.903809
	Iteration 18Q: 3 clusters Score -2.354367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -23543682.000000 Penalty: 5987.903809
	Iteration 19Q: 3 clusters Score -2.354368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -23543724.000000 Penalty: 5987.903809
	Iteration 20F: 3 clusters Score -2.354372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -23543730.000000 Penalty: 5987.903809
	Iteration 21Q: 3 clusters Score -2.354373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -23543762.000000 Penalty: 5987.903809
	Iteration 22Q: 3 clusters Score -2.354376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -23543774.000000 Penalty: 5987.903809
	Iteration 23Q: 3 clusters Score -2.354377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -23543770.000000 Penalty: 5987.903809
	Iteration 24Q: 3 clusters Score -2.354377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 174520 members 
Entering Unmasked Estep 
Score: -23543754.000000 Penalty: 5987.903809
	Iteration 25Q: 3 clusters Score -2.354375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -23543778.000000 Penalty: 5987.903809
	Iteration 26Q: 3 clusters Score -2.354378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -23543794.000000 Penalty: 5987.903809
	Iteration 27Q: 3 clusters Score -2.354379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -23543794.000000 Penalty: 5987.903809
	Iteration 28Q: 3 clusters Score -2.354379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -23543792.000000 Penalty: 5987.903809
	Iteration 29Q: 3 clusters Score -2.354379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -23543798.000000 Penalty: 5987.903809
	Iteration 30Q: 3 clusters Score -2.35438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 174533 members 
Entering Unmasked Estep 
Score: -23543792.000000 Penalty: 5987.903809
	Iteration 31Q: 3 clusters Score -2.354379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 174534 members 
Entering Unmasked Estep 
Score: -23543802.000000 Penalty: 5987.903809
	Iteration 32Q: 3 clusters Score -2.35438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -23543804.000000 Penalty: 5987.903809
	Iteration 33Q: 3 clusters Score -2.35438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -23543804.000000 Penalty: 5987.903809
	Iteration 34F: 3 clusters Score -2.35438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Entering Unmasked Estep 
Score: -5298086.500000 Penalty: 2621.381104
	Iteration 0F: 2 clusters Score -5298086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5271895.000000 Penalty: 5242.762207
	Iteration 0F: 3 clusters Score -5271895 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5281442.500000 Penalty: 5242.762207
	Iteration 1F: 3 clusters Score -5281442 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5282026.000000 Penalty: 5242.762207
	Iteration 2Q: 3 clusters Score -5282026 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5282684.000000 Penalty: 5242.762207
	Iteration 3Q: 3 clusters Score -5282684 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5283533.500000 Penalty: 5242.762207
	Iteration 4Q: 3 clusters Score -5283534 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5284691.500000 Penalty: 5242.762207
	Iteration 5F: 3 clusters Score -5284692 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -5286332.000000 Penalty: 5242.762207
	Iteration 6F: 3 clusters Score -5286332 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5288321.000000 Penalty: 5242.762207
	Iteration 7F: 3 clusters Score -5288321 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5290571.500000 Penalty: 5242.762207
	Iteration 8F: 3 clusters Score -5290572 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5292320.500000 Penalty: 5242.762207
	Iteration 9F: 3 clusters Score -5292320 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5293503.500000 Penalty: 5242.762207
	Iteration 10Q: 3 clusters Score -5293504 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5294217.000000 Penalty: 5242.762207
	Iteration 11Q: 3 clusters Score -5294217 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5294634.500000 Penalty: 5242.762207
	Iteration 12Q: 3 clusters Score -5294634 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5294913.500000 Penalty: 5242.762207
	Iteration 13Q: 3 clusters Score -5294914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5295137.000000 Penalty: 5242.762207
	Iteration 14Q: 3 clusters Score -5295137 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5295295.500000 Penalty: 5242.762207
	Iteration 15Q: 3 clusters Score -5295296 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5295418.500000 Penalty: 5242.762207
	Iteration 16Q: 3 clusters Score -5295418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5295504.000000 Penalty: 5242.762207
	Iteration 17Q: 3 clusters Score -5295504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5295540.500000 Penalty: 5242.762207
	Iteration 18Q: 3 clusters Score -5295540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5295587.500000 Penalty: 5242.762207
	Iteration 19Q: 3 clusters Score -5295588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5295632.000000 Penalty: 5242.762207
	Iteration 20F: 3 clusters Score -5295632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5295672.500000 Penalty: 5242.762207
	Iteration 21Q: 3 clusters Score -5295672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5295703.500000 Penalty: 5242.762207
	Iteration 22Q: 3 clusters Score -5295704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5295719.000000 Penalty: 5242.762207
	Iteration 23Q: 3 clusters Score -5295719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5295755.500000 Penalty: 5242.762207
	Iteration 24Q: 3 clusters Score -5295756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5295760.500000 Penalty: 5242.762207
	Iteration 25Q: 3 clusters Score -5295760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5295779.500000 Penalty: 5242.762207
	Iteration 26Q: 3 clusters Score -5295780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5295802.500000 Penalty: 5242.762207
	Iteration 27Q: 3 clusters Score -5295802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5295813.000000 Penalty: 5242.762207
	Iteration 28Q: 3 clusters Score -5295813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5295827.000000 Penalty: 5242.762207
	Iteration 29Q: 3 clusters Score -5295827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5295844.000000 Penalty: 5242.762207
	Iteration 30Q: 3 clusters Score -5295844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5295841.000000 Penalty: 5242.762207
	Iteration 31Q: 3 clusters Score -5295841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5295849.500000 Penalty: 5242.762207
	Iteration 32Q: 3 clusters Score -5295850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5295852.500000 Penalty: 5242.762207
	Iteration 33Q: 3 clusters Score -5295852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5295854.000000 Penalty: 5242.762207
	Iteration 34Q: 3 clusters Score -5295854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5295854.500000 Penalty: 5242.762207
	Iteration 35Q: 3 clusters Score -5295854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5295854.500000 Penalty: 5242.762207
	Iteration 36F: 3 clusters Score -5295854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Entering Unmasked Estep 
Score: -8315350.500000 Penalty: 2744.041260
	Iteration 0F: 2 clusters Score -8315350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8272537.000000 Penalty: 5488.082520
	Iteration 0F: 3 clusters Score -8272537 nChanged 29575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -8289169.000000 Penalty: 5488.082520
	Iteration 1F: 3 clusters Score -8289169 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8289740.500000 Penalty: 5488.082520
	Iteration 2Q: 3 clusters Score -8289740 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -8290312.500000 Penalty: 5488.082520
	Iteration 3Q: 3 clusters Score -8290312 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -8290894.000000 Penalty: 5488.082520
	Iteration 4Q: 3 clusters Score -8290894 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -8291689.000000 Penalty: 5488.082520
	Iteration 5Q: 3 clusters Score -8291689 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8292604.500000 Penalty: 5488.082520
	Iteration 6Q: 3 clusters Score -8292604 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8293916.000000 Penalty: 5488.082520
	Iteration 7Q: 3 clusters Score -8293916 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -8295784.000000 Penalty: 5488.082520
	Iteration 8F: 3 clusters Score -8295784 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -8298318.500000 Penalty: 5488.082520
	Iteration 9F: 3 clusters Score -8298318 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -8301558.000000 Penalty: 5488.082520
	Iteration 10F: 3 clusters Score -8301558 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -8305017.500000 Penalty: 5488.082520
	Iteration 11F: 3 clusters Score -8305018 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -8308222.500000 Penalty: 5488.082520
	Iteration 12F: 3 clusters Score -8308222 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8310578.000000 Penalty: 5488.082520
	Iteration 13Q: 3 clusters Score -8310578 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8311796.000000 Penalty: 5488.082520
	Iteration 14Q: 3 clusters Score -8311796 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8312369.000000 Penalty: 5488.082520
	Iteration 15Q: 3 clusters Score -8312369 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8312649.500000 Penalty: 5488.082520
	Iteration 16Q: 3 clusters Score -8312650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8312761.500000 Penalty: 5488.082520
	Iteration 17Q: 3 clusters Score -8312762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8312809.000000 Penalty: 5488.082520
	Iteration 18Q: 3 clusters Score -8312809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8312835.500000 Penalty: 5488.082520
	Iteration 19Q: 3 clusters Score -8312836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8312855.500000 Penalty: 5488.082520
	Iteration 20F: 3 clusters Score -8312856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8312867.500000 Penalty: 5488.082520
	Iteration 21Q: 3 clusters Score -8312868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8312857.000000 Penalty: 5488.082520
	Iteration 22Q: 3 clusters Score -8312857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8312865.000000 Penalty: 5488.082520
	Iteration 23Q: 3 clusters Score -8312865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8312868.000000 Penalty: 5488.082520
	Iteration 24Q: 3 clusters Score -8312868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8312876.500000 Penalty: 5488.082520
	Iteration 25Q: 3 clusters Score -8312876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8312881.000000 Penalty: 5488.082520
	Iteration 26Q: 3 clusters Score -8312881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8312879.500000 Penalty: 5488.082520
	Iteration 27Q: 3 clusters Score -8312880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8312878.500000 Penalty: 5488.082520
	Iteration 28Q: 3 clusters Score -8312878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8312878.500000 Penalty: 5488.082520
	Iteration 29F: 3 clusters Score -8312878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -362954.468750 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -362954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359923.843750 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -359923.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -360525.031250 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -360525 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -360662.406250 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -360662.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -360738.250000 Penalty: 3897.693848
	Iteration 3Q: 3 clusters Score -360738.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -360780.218750 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -360780.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -360814.437500 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -360814.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -360837.000000 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -360837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -360852.281250 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -360852.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -360860.968750 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -360861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -360865.937500 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -360865.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -360872.625000 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -360872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -360878.125000 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -360878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -360883.218750 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -360883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -360887.687500 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -360887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -360891.187500 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -360891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -360893.750000 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -360893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -360896.687500 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -360896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -360898.875000 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -360898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -360903.218750 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -360903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -360905.812500 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -360905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -360909.093750 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -360909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -360913.125000 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -360913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -360915.343750 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -360915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -360916.500000 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -360916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -360919.718750 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -360919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -360921.187500 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -360921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -360924.000000 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -360924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -360925.718750 Penalty: 3897.693848
	Iteration 27Q: 3 clusters Score -360925.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -360926.281250 Penalty: 3897.693848
	Iteration 28Q: 3 clusters Score -360926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -360926.281250 Penalty: 3897.693848
	Iteration 29F: 3 clusters Score -360926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39692.535156 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39692.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39844.804688 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -39844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39971.359375 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -39971.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40065.261719 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40065.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40110.769531 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40110.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40137.882812 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40137.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40145.847656 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40145.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40165.640625 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40165.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40176.765625 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40176.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40180.128906 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40180.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40182.679688 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40182.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40182.679688 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -40182.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Entering Unmasked Estep 
Score: -8982888.000000 Penalty: 2754.484131
	Iteration 0F: 2 clusters Score -8982888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -8938213.000000 Penalty: 5508.968262
	Iteration 0F: 3 clusters Score -8938213 nChanged 30963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8955500.000000 Penalty: 5508.968262
	Iteration 1F: 3 clusters Score -8955500 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -8956213.000000 Penalty: 5508.968262
	Iteration 2Q: 3 clusters Score -8956213 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -8957047.000000 Penalty: 5508.968262
	Iteration 3Q: 3 clusters Score -8957047 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -8958161.000000 Penalty: 5508.968262
	Iteration 4Q: 3 clusters Score -8958161 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -8959778.000000 Penalty: 5508.968262
	Iteration 5Q: 3 clusters Score -8959778 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -8962247.000000 Penalty: 5508.968262
	Iteration 6F: 3 clusters Score -8962247 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -8966133.000000 Penalty: 5508.968262
	Iteration 7F: 3 clusters Score -8966133 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -8970680.000000 Penalty: 5508.968262
	Iteration 8F: 3 clusters Score -8970680 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -8974660.000000 Penalty: 5508.968262
	Iteration 9F: 3 clusters Score -8974660 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8976878.000000 Penalty: 5508.968262
	Iteration 10Q: 3 clusters Score -8976878 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -8977857.000000 Penalty: 5508.968262
	Iteration 11Q: 3 clusters Score -8977857 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -8978401.000000 Penalty: 5508.968262
	Iteration 12Q: 3 clusters Score -8978401 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -8978871.000000 Penalty: 5508.968262
	Iteration 13Q: 3 clusters Score -8978871 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8979210.000000 Penalty: 5508.968262
	Iteration 14Q: 3 clusters Score -8979210 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8979453.000000 Penalty: 5508.968262
	Iteration 15Q: 3 clusters Score -8979453 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -8979699.000000 Penalty: 5508.968262
	Iteration 16Q: 3 clusters Score -8979699 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8979864.000000 Penalty: 5508.968262
	Iteration 17Q: 3 clusters Score -8979864 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8980020.000000 Penalty: 5508.968262
	Iteration 18Q: 3 clusters Score -8980020 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8980142.000000 Penalty: 5508.968262
	Iteration 19Q: 3 clusters Score -8980142 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8980275.000000 Penalty: 5508.968262
	Iteration 20F: 3 clusters Score -8980275 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8980364.000000 Penalty: 5508.968262
	Iteration 21Q: 3 clusters Score -8980364 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -8980441.000000 Penalty: 5508.968262
	Iteration 22Q: 3 clusters Score -8980441 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8980495.000000 Penalty: 5508.968262
	Iteration 23Q: 3 clusters Score -8980495 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8980531.000000 Penalty: 5508.968262
	Iteration 24Q: 3 clusters Score -8980531 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8980574.000000 Penalty: 5508.968262
	Iteration 25Q: 3 clusters Score -8980574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8980583.000000 Penalty: 5508.968262
	Iteration 26Q: 3 clusters Score -8980583 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8980614.000000 Penalty: 5508.968262
	Iteration 27Q: 3 clusters Score -8980614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8980611.000000 Penalty: 5508.968262
	Iteration 28Q: 3 clusters Score -8980611 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8980649.000000 Penalty: 5508.968262
	Iteration 29Q: 3 clusters Score -8980649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8980677.000000 Penalty: 5508.968262
	Iteration 30Q: 3 clusters Score -8980677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8980682.000000 Penalty: 5508.968262
	Iteration 31Q: 3 clusters Score -8980682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8980700.000000 Penalty: 5508.968262
	Iteration 32Q: 3 clusters Score -8980700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8980706.000000 Penalty: 5508.968262
	Iteration 33Q: 3 clusters Score -8980706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8980733.000000 Penalty: 5508.968262
	Iteration 34Q: 3 clusters Score -8980733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8980742.000000 Penalty: 5508.968262
	Iteration 35Q: 3 clusters Score -8980742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8980749.000000 Penalty: 5508.968262
	Iteration 36Q: 3 clusters Score -8980749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8980758.000000 Penalty: 5508.968262
	Iteration 37Q: 3 clusters Score -8980758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8980780.000000 Penalty: 5508.968262
	Iteration 38Q: 3 clusters Score -8980780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8980783.000000 Penalty: 5508.968262
	Iteration 39Q: 3 clusters Score -8980783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8980778.000000 Penalty: 5508.968262
	Iteration 40F: 3 clusters Score -8980778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8980772.000000 Penalty: 5508.968262
	Iteration 41Q: 3 clusters Score -8980772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8980787.000000 Penalty: 5508.968262
	Iteration 42Q: 3 clusters Score -8980787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8980786.000000 Penalty: 5508.968262
	Iteration 43Q: 3 clusters Score -8980786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8980800.000000 Penalty: 5508.968262
	Iteration 44Q: 3 clusters Score -8980800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8980796.000000 Penalty: 5508.968262
	Iteration 45Q: 3 clusters Score -8980796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8980798.000000 Penalty: 5508.968262
	Iteration 46Q: 3 clusters Score -8980798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8980809.000000 Penalty: 5508.968262
	Iteration 47Q: 3 clusters Score -8980809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8980815.000000 Penalty: 5508.968262
	Iteration 48Q: 3 clusters Score -8980815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8980813.000000 Penalty: 5508.968262
	Iteration 49Q: 3 clusters Score -8980813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8980811.000000 Penalty: 5508.968262
	Iteration 50Q: 3 clusters Score -8980811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8980821.000000 Penalty: 5508.968262
	Iteration 51Q: 3 clusters Score -8980821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8980824.000000 Penalty: 5508.968262
	Iteration 52Q: 3 clusters Score -8980824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8980820.000000 Penalty: 5508.968262
	Iteration 53Q: 3 clusters Score -8980820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8980827.000000 Penalty: 5508.968262
	Iteration 54Q: 3 clusters Score -8980827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8980826.000000 Penalty: 5508.968262
	Iteration 55Q: 3 clusters Score -8980826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8980824.000000 Penalty: 5508.968262
	Iteration 56Q: 3 clusters Score -8980824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8980826.000000 Penalty: 5508.968262
	Iteration 57Q: 3 clusters Score -8980826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8980830.000000 Penalty: 5508.968262
	Iteration 58Q: 3 clusters Score -8980830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8980831.000000 Penalty: 5508.968262
	Iteration 59Q: 3 clusters Score -8980831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8980831.000000 Penalty: 5508.968262
	Iteration 60F: 3 clusters Score -8980831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8980826.000000 Penalty: 5508.968262
	Iteration 61Q: 3 clusters Score -8980826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8980826.000000 Penalty: 5508.968262
	Iteration 62F: 3 clusters Score -8980826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Entering Unmasked Estep 
Score: -2354775.250000 Penalty: 2425.767334
	Iteration 0F: 2 clusters Score -2354775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2342204.250000 Penalty: 4851.534668
	Iteration 0F: 3 clusters Score -2342204 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2346246.500000 Penalty: 4851.534668
	Iteration 1F: 3 clusters Score -2346246 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2346602.500000 Penalty: 4851.534668
	Iteration 2F: 3 clusters Score -2346602 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2346902.750000 Penalty: 4851.534668
	Iteration 3Q: 3 clusters Score -2346903 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2347154.750000 Penalty: 4851.534668
	Iteration 4Q: 3 clusters Score -2347155 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2347398.000000 Penalty: 4851.534668
	Iteration 5Q: 3 clusters Score -2347398 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2347616.750000 Penalty: 4851.534668
	Iteration 6Q: 3 clusters Score -2347617 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2347879.750000 Penalty: 4851.534668
	Iteration 7Q: 3 clusters Score -2347880 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2348228.000000 Penalty: 4851.534668
	Iteration 8Q: 3 clusters Score -2348228 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2348736.750000 Penalty: 4851.534668
	Iteration 9Q: 3 clusters Score -2348737 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2349288.000000 Penalty: 4851.534668
	Iteration 10F: 3 clusters Score -2349288 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2349879.500000 Penalty: 4851.534668
	Iteration 11F: 3 clusters Score -2349880 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2350440.000000 Penalty: 4851.534668
	Iteration 12Q: 3 clusters Score -2350440 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2350891.500000 Penalty: 4851.534668
	Iteration 13Q: 3 clusters Score -2350892 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2351284.250000 Penalty: 4851.534668
	Iteration 14Q: 3 clusters Score -2351284 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2351656.750000 Penalty: 4851.534668
	Iteration 15Q: 3 clusters Score -2351657 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2352005.000000 Penalty: 4851.534668
	Iteration 16Q: 3 clusters Score -2352005 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2352299.500000 Penalty: 4851.534668
	Iteration 17Q: 3 clusters Score -2352300 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2352525.000000 Penalty: 4851.534668
	Iteration 18Q: 3 clusters Score -2352525 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2352716.750000 Penalty: 4851.534668
	Iteration 19Q: 3 clusters Score -2352717 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2352903.250000 Penalty: 4851.534668
	Iteration 20F: 3 clusters Score -2352903 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2353068.250000 Penalty: 4851.534668
	Iteration 21Q: 3 clusters Score -2353068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2353194.250000 Penalty: 4851.534668
	Iteration 22Q: 3 clusters Score -2353194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2353278.500000 Penalty: 4851.534668
	Iteration 23Q: 3 clusters Score -2353278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2353326.500000 Penalty: 4851.534668
	Iteration 24Q: 3 clusters Score -2353326 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2353370.000000 Penalty: 4851.534668
	Iteration 25Q: 3 clusters Score -2353370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2353381.250000 Penalty: 4851.534668
	Iteration 26Q: 3 clusters Score -2353381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2353391.250000 Penalty: 4851.534668
	Iteration 27Q: 3 clusters Score -2353391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2353392.250000 Penalty: 4851.534668
	Iteration 28Q: 3 clusters Score -2353392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2353398.500000 Penalty: 4851.534668
	Iteration 29Q: 3 clusters Score -2353398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2353405.250000 Penalty: 4851.534668
	Iteration 30Q: 3 clusters Score -2353405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2353410.000000 Penalty: 4851.534668
	Iteration 31Q: 3 clusters Score -2353410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2353409.750000 Penalty: 4851.534668
	Iteration 32Q: 3 clusters Score -2353410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2353412.750000 Penalty: 4851.534668
	Iteration 33Q: 3 clusters Score -2353413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2353410.750000 Penalty: 4851.534668
	Iteration 34Q: 3 clusters Score -2353411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2353413.000000 Penalty: 4851.534668
	Iteration 35Q: 3 clusters Score -2353413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2353418.250000 Penalty: 4851.534668
	Iteration 36Q: 3 clusters Score -2353418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2353417.500000 Penalty: 4851.534668
	Iteration 37Q: 3 clusters Score -2353418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2353417.000000 Penalty: 4851.534668
	Iteration 38Q: 3 clusters Score -2353417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2353418.250000 Penalty: 4851.534668
	Iteration 39Q: 3 clusters Score -2353418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2353421.500000 Penalty: 4851.534668
	Iteration 40F: 3 clusters Score -2353422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2353425.000000 Penalty: 4851.534668
	Iteration 41Q: 3 clusters Score -2353425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2353425.250000 Penalty: 4851.534668
	Iteration 42Q: 3 clusters Score -2353425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2353425.250000 Penalty: 4851.534668
	Iteration 43F: 3 clusters Score -2353425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Entering Unmasked Estep 
Score: -23675712.000000 Penalty: 2993.941895
	Iteration 0F: 2 clusters Score -2.367571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -23561300.000000 Penalty: 5987.883789
	Iteration 0F: 3 clusters Score -2.35613e+07 nChanged 83764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -23609998.000000 Penalty: 5987.883789
	Iteration 1F: 3 clusters Score -2.361e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -23610766.000000 Penalty: 5987.883789
	Iteration 2Q: 3 clusters Score -2.361077e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -23611922.000000 Penalty: 5987.883789
	Iteration 3Q: 3 clusters Score -2.361192e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -23613268.000000 Penalty: 5987.883789
	Iteration 4Q: 3 clusters Score -2.361327e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -23615282.000000 Penalty: 5987.883789
	Iteration 5Q: 3 clusters Score -2.361528e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -23618500.000000 Penalty: 5987.883789
	Iteration 6Q: 3 clusters Score -2.36185e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -23624806.000000 Penalty: 5987.883789
	Iteration 7F: 3 clusters Score -2.362481e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -23634598.000000 Penalty: 5987.883789
	Iteration 8F: 3 clusters Score -2.36346e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147369 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -23648216.000000 Penalty: 5987.883789
	Iteration 9F: 3 clusters Score -2.364822e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -23661034.000000 Penalty: 5987.883789
	Iteration 10F: 3 clusters Score -2.366103e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -23668878.000000 Penalty: 5987.883789
	Iteration 11Q: 3 clusters Score -2.366888e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173299 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23671866.000000 Penalty: 5987.883789
	Iteration 12Q: 3 clusters Score -2.367187e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23672630.000000 Penalty: 5987.883789
	Iteration 13Q: 3 clusters Score -2.367263e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174702 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23672936.000000 Penalty: 5987.883789
	Iteration 14Q: 3 clusters Score -2.367294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23672984.000000 Penalty: 5987.883789
	Iteration 15Q: 3 clusters Score -2.367298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23673022.000000 Penalty: 5987.883789
	Iteration 16Q: 3 clusters Score -2.367302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174761 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23673086.000000 Penalty: 5987.883789
	Iteration 17Q: 3 clusters Score -2.367309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23673092.000000 Penalty: 5987.883789
	Iteration 18Q: 3 clusters Score -2.367309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174768 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23673112.000000 Penalty: 5987.883789
	Iteration 19Q: 3 clusters Score -2.367311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23673100.000000 Penalty: 5987.883789
	Iteration 20F: 3 clusters Score -2.36731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23673084.000000 Penalty: 5987.883789
	Iteration 21Q: 3 clusters Score -2.367308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23673092.000000 Penalty: 5987.883789
	Iteration 22Q: 3 clusters Score -2.367309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23673092.000000 Penalty: 5987.883789
	Iteration 23F: 3 clusters Score -2.367309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -632991.125000 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -632991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -628519.312500 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -628519.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -629618.875000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -629618.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -629938.937500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -629938.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -630167.250000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -630167.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -630328.125000 Penalty: 4220.843750
	Iteration 4Q: 3 clusters Score -630328.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -630498.437500 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -630498.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -630646.562500 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -630646.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -630770.187500 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -630770.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -630862.625000 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -630862.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -630925.500000 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -630925.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -631007.812500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -631007.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -631093.250000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -631093.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -631165.000000 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -631165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -631206.187500 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -631206.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -631240.312500 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -631240.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -631270.375000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -631270.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -631292.437500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -631292.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -631311.000000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -631311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -631326.625000 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -631326.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -631336.562500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -631336.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -631346.937500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -631346.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -631353.875000 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -631353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -631358.500000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -631358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -631361.250000 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -631361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -631366.500000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -631366.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -631373.625000 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -631373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -631378.687500 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -631378.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -631381.375000 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -631381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -631385.375000 Penalty: 4220.843750
	Iteration 28Q: 3 clusters Score -631385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -631387.625000 Penalty: 4220.843750
	Iteration 29Q: 3 clusters Score -631387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -631389.250000 Penalty: 4220.843750
	Iteration 30Q: 3 clusters Score -631389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -631393.500000 Penalty: 4220.843750
	Iteration 31Q: 3 clusters Score -631393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -631396.375000 Penalty: 4220.843750
	Iteration 32Q: 3 clusters Score -631396.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -631405.187500 Penalty: 4220.843750
	Iteration 33Q: 3 clusters Score -631405.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -631411.062500 Penalty: 4220.843750
	Iteration 34Q: 3 clusters Score -631411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -631417.375000 Penalty: 4220.843750
	Iteration 35Q: 3 clusters Score -631417.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -631421.625000 Penalty: 4220.843750
	Iteration 36Q: 3 clusters Score -631421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -631427.187500 Penalty: 4220.843750
	Iteration 37Q: 3 clusters Score -631427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -631431.000000 Penalty: 4220.843750
	Iteration 38Q: 3 clusters Score -631431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -631438.062500 Penalty: 4220.843750
	Iteration 39Q: 3 clusters Score -631438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -631443.625000 Penalty: 4220.843750
	Iteration 40F: 3 clusters Score -631443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -631447.937500 Penalty: 4220.843750
	Iteration 41Q: 3 clusters Score -631447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -631455.062500 Penalty: 4220.843750
	Iteration 42Q: 3 clusters Score -631455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -631458.562500 Penalty: 4220.843750
	Iteration 43Q: 3 clusters Score -631458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -631459.562500 Penalty: 4220.843750
	Iteration 44Q: 3 clusters Score -631459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -631461.062500 Penalty: 4220.843750
	Iteration 45Q: 3 clusters Score -631461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -631465.375000 Penalty: 4220.843750
	Iteration 46Q: 3 clusters Score -631465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -631467.875000 Penalty: 4220.843750
	Iteration 47Q: 3 clusters Score -631467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -631472.500000 Penalty: 4220.843750
	Iteration 48Q: 3 clusters Score -631472.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -631476.937500 Penalty: 4220.843750
	Iteration 49Q: 3 clusters Score -631476.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -631481.562500 Penalty: 4220.843750
	Iteration 50Q: 3 clusters Score -631481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -631485.375000 Penalty: 4220.843750
	Iteration 51Q: 3 clusters Score -631485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -631486.062500 Penalty: 4220.843750
	Iteration 52Q: 3 clusters Score -631486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -631486.062500 Penalty: 4220.843750
	Iteration 53Q: 3 clusters Score -631486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -631487.187500 Penalty: 4220.843750
	Iteration 54Q: 3 clusters Score -631487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -631487.875000 Penalty: 4220.843750
	Iteration 55Q: 3 clusters Score -631487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -631489.687500 Penalty: 4220.843750
	Iteration 56Q: 3 clusters Score -631489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -631489.500000 Penalty: 4220.843750
	Iteration 57Q: 3 clusters Score -631489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -631489.500000 Penalty: 4220.843750
	Iteration 58F: 3 clusters Score -631489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193247 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235087 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100205 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74742 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 154986 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38952 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66622 members 
Mstep: Class 21 contains 17700 members 
Mstep: Class 22 contains 174966 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 439Q: 23 clusters Score -1.8037e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193240 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235076 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100212 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74734 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155000 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14518 members 
Mstep: Class 14 contains 174971 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66630 members 
Mstep: Class 21 contains 17695 members 
Mstep: Class 22 contains 174964 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 440F: 23 clusters Score -1.8037e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193234 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235061 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100215 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74728 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155023 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14521 members 
Mstep: Class 14 contains 174972 members 
Mstep: Class 15 contains 38951 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66628 members 
Mstep: Class 21 contains 17693 members 
Mstep: Class 22 contains 174965 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370208.000000 Penalty: 77098.109375
Iteration 441Q: 23 clusters Score -1.803702e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193225 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235046 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100219 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74721 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155052 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14526 members 
Mstep: Class 14 contains 174971 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 63876 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66631 members 
Mstep: Class 21 contains 17687 members 
Mstep: Class 22 contains 174957 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370112.000000 Penalty: 77098.109375
Iteration 442Q: 23 clusters Score -1.803701e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235041 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100219 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74710 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155062 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14531 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66637 members 
Mstep: Class 21 contains 17686 members 
Mstep: Class 22 contains 174952 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 443Q: 23 clusters Score -1.803703e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235044 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100220 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74699 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155074 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 174976 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66641 members 
Mstep: Class 21 contains 17685 members 
Mstep: Class 22 contains 174939 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370096.000000 Penalty: 77098.109375
Iteration 444Q: 23 clusters Score -1.803701e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235041 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100225 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74688 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155092 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 174974 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 63873 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66641 members 
Mstep: Class 21 contains 17682 members 
Mstep: Class 22 contains 174927 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 445Q: 23 clusters Score -1.803701e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193232 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235034 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100224 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74685 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155112 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 174974 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 63875 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66648 members 
Mstep: Class 21 contains 17680 members 
Mstep: Class 22 contains 174909 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370080.000000 Penalty: 77098.109375
Iteration 446Q: 23 clusters Score -1.803701e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235034 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100224 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74676 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155133 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 174969 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 63874 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66653 members 
Mstep: Class 21 contains 17675 members 
Mstep: Class 22 contains 174903 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 447Q: 23 clusters Score -1.8037e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193236 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235025 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100225 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74668 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155149 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 174966 members 
Mstep: Class 15 contains 38951 members 
Mstep: Class 16 contains 63871 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66656 members 
Mstep: Class 21 contains 17673 members 
Mstep: Class 22 contains 174906 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370176.000000 Penalty: 77098.109375
Iteration 448Q: 23 clusters Score -1.803702e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193243 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235021 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100222 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74656 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155160 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 174975 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66662 members 
Mstep: Class 21 contains 17678 members 
Mstep: Class 22 contains 174891 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370160.000000 Penalty: 77098.109375
Iteration 449Q: 23 clusters Score -1.803702e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193248 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235013 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100224 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74651 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155156 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 174977 members 
Mstep: Class 15 contains 38949 members 
Mstep: Class 16 contains 63871 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66668 members 
Mstep: Class 21 contains 17688 members 
Mstep: Class 22 contains 174884 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 450Q: 23 clusters Score -1.8037e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193244 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 235004 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100226 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74646 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155155 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 174981 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66680 members 
Mstep: Class 21 contains 17697 members 
Mstep: Class 22 contains 174878 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370176.000000 Penalty: 77098.109375
Iteration 451Q: 23 clusters Score -1.803702e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193255 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234997 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100227 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74637 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155167 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 174981 members 
Mstep: Class 15 contains 38948 members 
Mstep: Class 16 contains 63868 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66690 members 
Mstep: Class 21 contains 17699 members 
Mstep: Class 22 contains 174862 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370192.000000 Penalty: 77098.109375
Iteration 452Q: 23 clusters Score -1.803702e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193266 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234990 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100228 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74630 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155174 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 174977 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66692 members 
Mstep: Class 21 contains 17706 members 
Mstep: Class 22 contains 174853 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 453Q: 23 clusters Score -1.8037e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193267 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234983 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100230 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74620 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155174 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14548 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 63867 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66701 members 
Mstep: Class 21 contains 17713 members 
Mstep: Class 22 contains 174851 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370096.000000 Penalty: 77098.109375
Iteration 454Q: 23 clusters Score -1.803701e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193269 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234984 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100233 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74617 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155186 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 174959 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 63868 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66705 members 
Mstep: Class 21 contains 17719 members 
Mstep: Class 22 contains 174837 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370000.000000 Penalty: 77098.109375
Iteration 455Q: 23 clusters Score -1.8037e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234974 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100235 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74612 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155205 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 174949 members 
Mstep: Class 15 contains 38947 members 
Mstep: Class 16 contains 63868 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66709 members 
Mstep: Class 21 contains 17723 members 
Mstep: Class 22 contains 174820 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370032.000000 Penalty: 77098.109375
Iteration 456Q: 23 clusters Score -1.8037e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193286 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234976 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100236 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74608 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155213 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 174949 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 63867 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66718 members 
Mstep: Class 21 contains 17722 members 
Mstep: Class 22 contains 174801 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369856.000000 Penalty: 77098.109375
Iteration 457Q: 23 clusters Score -1.803699e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193290 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234967 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100233 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74607 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155230 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 174945 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 63867 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66728 members 
Mstep: Class 21 contains 17719 members 
Mstep: Class 22 contains 174791 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 458Q: 23 clusters Score -1.803699e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234965 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100230 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74602 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155249 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 174936 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 63863 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66730 members 
Mstep: Class 21 contains 17716 members 
Mstep: Class 22 contains 174785 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 459Q: 23 clusters Score -1.803699e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193299 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234957 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100227 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74600 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155261 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 174933 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 63860 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66735 members 
Mstep: Class 21 contains 17720 members 
Mstep: Class 22 contains 174778 members 
Mstep: Class 24 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 460F: 23 clusters Score -1.803698e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193295 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234953 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100221 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74595 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155266 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14577 members 
Mstep: Class 14 contains 174932 members 
Mstep: Class 15 contains 38943 members 
Mstep: Class 16 contains 63860 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66744 members 
Mstep: Class 21 contains 17723 members 
Mstep: Class 22 contains 174779 members 
Mstep: Class 24 contains 4962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369936.000000 Penalty: 77098.109375
Iteration 461Q: 23 clusters Score -1.803699e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234943 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100219 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74592 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155276 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 174936 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 63858 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66746 members 
Mstep: Class 21 contains 17724 members 
Mstep: Class 22 contains 174777 members 
Mstep: Class 24 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 462Q: 23 clusters Score -1.803699e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234927 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100209 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74589 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155286 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14599 members 
Mstep: Class 14 contains 174944 members 
Mstep: Class 15 contains 38945 members 
Mstep: Class 16 contains 63856 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66753 members 
Mstep: Class 21 contains 17731 members 
Mstep: Class 22 contains 174769 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369808.000000 Penalty: 77098.109375
Iteration 463Q: 23 clusters Score -1.803698e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234913 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100203 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74589 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155314 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14603 members 
Mstep: Class 14 contains 174944 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 63855 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66753 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 174765 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369952.000000 Penalty: 77098.109375
Iteration 464Q: 23 clusters Score -1.8037e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193273 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234897 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100200 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74581 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155347 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 174947 members 
Mstep: Class 15 contains 38946 members 
Mstep: Class 16 contains 63852 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66756 members 
Mstep: Class 21 contains 17729 members 
Mstep: Class 22 contains 174762 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369872.000000 Penalty: 77098.109375
Iteration 465Q: 23 clusters Score -1.803699e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193270 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234887 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100197 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74571 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155375 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 174956 members 
Mstep: Class 15 contains 38944 members 
Mstep: Class 16 contains 63848 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66762 members 
Mstep: Class 21 contains 17729 members 
Mstep: Class 22 contains 174742 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369904.000000 Penalty: 77098.109375
Iteration 466Q: 23 clusters Score -1.803699e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193270 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234880 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100186 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74564 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155405 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14618 members 
Mstep: Class 14 contains 174967 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 63845 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66771 members 
Mstep: Class 21 contains 17729 members 
Mstep: Class 22 contains 174722 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369920.000000 Penalty: 77098.109375
Iteration 467Q: 23 clusters Score -1.803699e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193274 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234865 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100184 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74558 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155418 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14627 members 
Mstep: Class 14 contains 174965 members 
Mstep: Class 15 contains 38941 members 
Mstep: Class 16 contains 63846 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66779 members 
Mstep: Class 21 contains 17726 members 
Mstep: Class 22 contains 174718 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370048.000000 Penalty: 77098.109375
Iteration 468Q: 23 clusters Score -1.8037e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193275 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234856 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100184 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74545 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155418 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 174956 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 63841 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66785 members 
Mstep: Class 21 contains 17726 members 
Mstep: Class 22 contains 174741 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370016.000000 Penalty: 77098.109375
Iteration 469Q: 23 clusters Score -1.8037e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193278 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234854 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100179 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74536 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155427 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 174946 members 
Mstep: Class 15 contains 38931 members 
Mstep: Class 16 contains 63838 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66786 members 
Mstep: Class 21 contains 17727 members 
Mstep: Class 22 contains 174752 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 470Q: 23 clusters Score -1.8037e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193286 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234854 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100169 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74526 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155446 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14636 members 
Mstep: Class 14 contains 174950 members 
Mstep: Class 15 contains 38927 members 
Mstep: Class 16 contains 63837 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66795 members 
Mstep: Class 21 contains 17725 members 
Mstep: Class 22 contains 174736 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370176.000000 Penalty: 77098.109375
Iteration 471Q: 23 clusters Score -1.803702e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234850 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100160 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74522 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155474 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14639 members 
Mstep: Class 14 contains 174944 members 
Mstep: Class 15 contains 38925 members 
Mstep: Class 16 contains 63836 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66794 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 174732 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 472Q: 23 clusters Score -1.803701e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234843 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100160 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74510 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155495 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 174943 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 63837 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66796 members 
Mstep: Class 21 contains 17708 members 
Mstep: Class 22 contains 174729 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369888.000000 Penalty: 77098.109375
Iteration 473Q: 23 clusters Score -1.803699e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193293 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234830 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100161 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74501 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155513 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 174938 members 
Mstep: Class 15 contains 38922 members 
Mstep: Class 16 contains 63836 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66803 members 
Mstep: Class 21 contains 17707 members 
Mstep: Class 22 contains 174731 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369840.000000 Penalty: 77098.109375
Iteration 474Q: 23 clusters Score -1.803698e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193291 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234820 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100162 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74490 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155548 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 174941 members 
Mstep: Class 15 contains 38920 members 
Mstep: Class 16 contains 63833 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66809 members 
Mstep: Class 21 contains 17701 members 
Mstep: Class 22 contains 174716 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369984.000000 Penalty: 77098.109375
Iteration 475Q: 23 clusters Score -1.8037e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193294 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234818 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100159 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74475 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155575 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 174934 members 
Mstep: Class 15 contains 38917 members 
Mstep: Class 16 contains 63832 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66813 members 
Mstep: Class 21 contains 17699 members 
Mstep: Class 22 contains 174712 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 476Q: 23 clusters Score -1.803701e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193302 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234820 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100157 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74462 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155601 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 174933 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 63835 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66819 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 174681 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 477Q: 23 clusters Score -1.803703e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234813 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100161 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74450 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155625 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 174935 members 
Mstep: Class 15 contains 38909 members 
Mstep: Class 16 contains 63835 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66830 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 174668 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370480.000000 Penalty: 77098.109375
Iteration 478Q: 23 clusters Score -1.803705e+08 nChanged 228
Entering ConstructFrom: 
Score: -180370480.000000 Penalty: 77098.109375
Entering ConstructFrom: 
Trying to split cluster 1 (193294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193294 members 
Entering Unmasked Estep 
Score: -25962604.000000 Penalty: 3018.647949
	Iteration 0F: 2 clusters Score -2.59626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -25838250.000000 Penalty: 6037.295898
	Iteration 0F: 3 clusters Score -2.583825e+07 nChanged 92984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -25893158.000000 Penalty: 6037.295898
	Iteration 1F: 3 clusters Score -2.589316e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -25895000.000000 Penalty: 6037.295898
	Iteration 2Q: 3 clusters Score -2.5895e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -25897414.000000 Penalty: 6037.295898
	Iteration 3Q: 3 clusters Score -2.589741e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -25900828.000000 Penalty: 6037.295898
	Iteration 4Q: 3 clusters Score -2.590083e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -25905780.000000 Penalty: 6037.295898
	Iteration 5Q: 3 clusters Score -2.590578e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -25912714.000000 Penalty: 6037.295898
	Iteration 6F: 3 clusters Score -2.591271e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -25921652.000000 Penalty: 6037.295898
	Iteration 7F: 3 clusters Score -2.592165e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -25930936.000000 Penalty: 6037.295898
	Iteration 8F: 3 clusters Score -2.593094e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -25937544.000000 Penalty: 6037.295898
	Iteration 9F: 3 clusters Score -2.593754e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -25940736.000000 Penalty: 6037.295898
	Iteration 10Q: 3 clusters Score -2.594074e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -25942122.000000 Penalty: 6037.295898
	Iteration 11Q: 3 clusters Score -2.594212e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -25942678.000000 Penalty: 6037.295898
	Iteration 12Q: 3 clusters Score -2.594268e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -25943008.000000 Penalty: 6037.295898
	Iteration 13Q: 3 clusters Score -2.594301e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -25943394.000000 Penalty: 6037.295898
	Iteration 14Q: 3 clusters Score -2.594339e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -25943596.000000 Penalty: 6037.295898
	Iteration 15Q: 3 clusters Score -2.59436e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 103952 members 
Entering Unmasked Estep 
Score: -25943886.000000 Penalty: 6037.295898
	Iteration 16Q: 3 clusters Score -2.594389e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -25944042.000000 Penalty: 6037.295898
	Iteration 17Q: 3 clusters Score -2.594404e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -25944250.000000 Penalty: 6037.295898
	Iteration 18Q: 3 clusters Score -2.594425e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 102263 members 
Entering Unmasked Estep 
Score: -25944492.000000 Penalty: 6037.295898
	Iteration 19Q: 3 clusters Score -2.594449e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -25944540.000000 Penalty: 6037.295898
	Iteration 20F: 3 clusters Score -2.594454e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -25944670.000000 Penalty: 6037.295898
	Iteration 21Q: 3 clusters Score -2.594467e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -25944770.000000 Penalty: 6037.295898
	Iteration 22Q: 3 clusters Score -2.594477e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -25944962.000000 Penalty: 6037.295898
	Iteration 23Q: 3 clusters Score -2.594496e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -25945008.000000 Penalty: 6037.295898
	Iteration 24Q: 3 clusters Score -2.594501e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -25945016.000000 Penalty: 6037.295898
	Iteration 25Q: 3 clusters Score -2.594502e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -25945148.000000 Penalty: 6037.295898
	Iteration 26Q: 3 clusters Score -2.594515e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -25945204.000000 Penalty: 6037.295898
	Iteration 27Q: 3 clusters Score -2.59452e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -25945218.000000 Penalty: 6037.295898
	Iteration 28Q: 3 clusters Score -2.594522e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -25945194.000000 Penalty: 6037.295898
	Iteration 29Q: 3 clusters Score -2.594519e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -25945288.000000 Penalty: 6037.295898
	Iteration 30Q: 3 clusters Score -2.594529e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -25945376.000000 Penalty: 6037.295898
	Iteration 31Q: 3 clusters Score -2.594538e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -25945464.000000 Penalty: 6037.295898
	Iteration 32Q: 3 clusters Score -2.594546e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -25945524.000000 Penalty: 6037.295898
	Iteration 33Q: 3 clusters Score -2.594552e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -25945660.000000 Penalty: 6037.295898
	Iteration 34Q: 3 clusters Score -2.594566e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -25945688.000000 Penalty: 6037.295898
	Iteration 35Q: 3 clusters Score -2.594569e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -25945770.000000 Penalty: 6037.295898
	Iteration 36Q: 3 clusters Score -2.594577e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -25945874.000000 Penalty: 6037.295898
	Iteration 37Q: 3 clusters Score -2.594587e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -25945842.000000 Penalty: 6037.295898
	Iteration 38Q: 3 clusters Score -2.594584e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106063 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -25945858.000000 Penalty: 6037.295898
	Iteration 39Q: 3 clusters Score -2.594586e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -25945904.000000 Penalty: 6037.295898
	Iteration 40F: 3 clusters Score -2.59459e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -25946044.000000 Penalty: 6037.295898
	Iteration 41Q: 3 clusters Score -2.594604e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -25946128.000000 Penalty: 6037.295898
	Iteration 42Q: 3 clusters Score -2.594613e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -25946214.000000 Penalty: 6037.295898
	Iteration 43Q: 3 clusters Score -2.594621e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -25946360.000000 Penalty: 6037.295898
	Iteration 44Q: 3 clusters Score -2.594636e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -25946492.000000 Penalty: 6037.295898
	Iteration 45Q: 3 clusters Score -2.594649e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113216 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -25946572.000000 Penalty: 6037.295898
	Iteration 46Q: 3 clusters Score -2.594657e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -25946656.000000 Penalty: 6037.295898
	Iteration 47Q: 3 clusters Score -2.594666e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -25946900.000000 Penalty: 6037.295898
	Iteration 48Q: 3 clusters Score -2.59469e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -25947004.000000 Penalty: 6037.295898
	Iteration 49Q: 3 clusters Score -2.5947e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -25947200.000000 Penalty: 6037.295898
	Iteration 50Q: 3 clusters Score -2.59472e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -25947302.000000 Penalty: 6037.295898
	Iteration 51Q: 3 clusters Score -2.59473e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -25947514.000000 Penalty: 6037.295898
	Iteration 52Q: 3 clusters Score -2.594751e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -25947742.000000 Penalty: 6037.295898
	Iteration 53Q: 3 clusters Score -2.594774e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -25947924.000000 Penalty: 6037.295898
	Iteration 54Q: 3 clusters Score -2.594792e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -25948292.000000 Penalty: 6037.295898
	Iteration 55Q: 3 clusters Score -2.594829e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -25948626.000000 Penalty: 6037.295898
	Iteration 56Q: 3 clusters Score -2.594863e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -25948868.000000 Penalty: 6037.295898
	Iteration 57Q: 3 clusters Score -2.594887e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -25949102.000000 Penalty: 6037.295898
	Iteration 58Q: 3 clusters Score -2.59491e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134635 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -25949490.000000 Penalty: 6037.295898
	Iteration 59Q: 3 clusters Score -2.594949e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137021 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -25950002.000000 Penalty: 6037.295898
	Iteration 60F: 3 clusters Score -2.595e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -25950538.000000 Penalty: 6037.295898
	Iteration 61Q: 3 clusters Score -2.595054e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -25951022.000000 Penalty: 6037.295898
	Iteration 62Q: 3 clusters Score -2.595102e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -25951452.000000 Penalty: 6037.295898
	Iteration 63Q: 3 clusters Score -2.595145e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -25952098.000000 Penalty: 6037.295898
	Iteration 64Q: 3 clusters Score -2.59521e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149668 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -25952648.000000 Penalty: 6037.295898
	Iteration 65Q: 3 clusters Score -2.595265e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -25953328.000000 Penalty: 6037.295898
	Iteration 66Q: 3 clusters Score -2.595333e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -25953952.000000 Penalty: 6037.295898
	Iteration 67Q: 3 clusters Score -2.595395e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -25954668.000000 Penalty: 6037.295898
	Iteration 68Q: 3 clusters Score -2.595467e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160570 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -25955510.000000 Penalty: 6037.295898
	Iteration 69Q: 3 clusters Score -2.595551e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -25956370.000000 Penalty: 6037.295898
	Iteration 70Q: 3 clusters Score -2.595637e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -25957056.000000 Penalty: 6037.295898
	Iteration 71Q: 3 clusters Score -2.595706e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -25957698.000000 Penalty: 6037.295898
	Iteration 72Q: 3 clusters Score -2.59577e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -25958218.000000 Penalty: 6037.295898
	Iteration 73Q: 3 clusters Score -2.595822e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -25958680.000000 Penalty: 6037.295898
	Iteration 74Q: 3 clusters Score -2.595868e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175339 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -25959160.000000 Penalty: 6037.295898
	Iteration 75Q: 3 clusters Score -2.595916e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -25959672.000000 Penalty: 6037.295898
	Iteration 76Q: 3 clusters Score -2.595967e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -25960044.000000 Penalty: 6037.295898
	Iteration 77Q: 3 clusters Score -2.596004e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -25960484.000000 Penalty: 6037.295898
	Iteration 78Q: 3 clusters Score -2.596048e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182902 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -25960622.000000 Penalty: 6037.295898
	Iteration 79Q: 3 clusters Score -2.596062e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184321 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -25960876.000000 Penalty: 6037.295898
	Iteration 80F: 3 clusters Score -2.596088e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185637 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -25960950.000000 Penalty: 6037.295898
	Iteration 81Q: 3 clusters Score -2.596095e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186741 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -25961150.000000 Penalty: 6037.295898
	Iteration 82Q: 3 clusters Score -2.596115e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187669 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -25961262.000000 Penalty: 6037.295898
	Iteration 83Q: 3 clusters Score -2.596126e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188410 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -25961380.000000 Penalty: 6037.295898
	Iteration 84Q: 3 clusters Score -2.596138e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188983 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -25961414.000000 Penalty: 6037.295898
	Iteration 85Q: 3 clusters Score -2.596141e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189428 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -25961484.000000 Penalty: 6037.295898
	Iteration 86Q: 3 clusters Score -2.596148e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189796 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -25961374.000000 Penalty: 6037.295898
	Iteration 87Q: 3 clusters Score -2.596137e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190085 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -25961398.000000 Penalty: 6037.295898
	Iteration 88Q: 3 clusters Score -2.59614e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -25961378.000000 Penalty: 6037.295898
	Iteration 89Q: 3 clusters Score -2.596138e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190502 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -25961390.000000 Penalty: 6037.295898
	Iteration 90Q: 3 clusters Score -2.596139e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190660 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -25961384.000000 Penalty: 6037.295898
	Iteration 91Q: 3 clusters Score -2.596138e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190789 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -25961368.000000 Penalty: 6037.295898
	Iteration 92Q: 3 clusters Score -2.596137e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190906 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -25961288.000000 Penalty: 6037.295898
	Iteration 93Q: 3 clusters Score -2.596129e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -25961292.000000 Penalty: 6037.295898
	Iteration 94Q: 3 clusters Score -2.596129e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -25961254.000000 Penalty: 6037.295898
	Iteration 95Q: 3 clusters Score -2.596125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191124 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -25961226.000000 Penalty: 6037.295898
	Iteration 96Q: 3 clusters Score -2.596123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -25961214.000000 Penalty: 6037.295898
	Iteration 97Q: 3 clusters Score -2.596121e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -25961172.000000 Penalty: 6037.295898
	Iteration 98Q: 3 clusters Score -2.596117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191321 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -25961178.000000 Penalty: 6037.295898
	Iteration 99Q: 3 clusters Score -2.596118e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191372 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -25961190.000000 Penalty: 6037.295898
	Iteration 100F: 3 clusters Score -2.596119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191420 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25961192.000000 Penalty: 6037.295898
	Iteration 101Q: 3 clusters Score -2.596119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -25961174.000000 Penalty: 6037.295898
	Iteration 102Q: 3 clusters Score -2.596117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191492 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -25961154.000000 Penalty: 6037.295898
	Iteration 103Q: 3 clusters Score -2.596115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191515 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -25961138.000000 Penalty: 6037.295898
	Iteration 104Q: 3 clusters Score -2.596114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25961132.000000 Penalty: 6037.295898
	Iteration 105Q: 3 clusters Score -2.596113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191553 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -25961120.000000 Penalty: 6037.295898
	Iteration 106Q: 3 clusters Score -2.596112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -25961122.000000 Penalty: 6037.295898
	Iteration 107Q: 3 clusters Score -2.596112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -25961132.000000 Penalty: 6037.295898
	Iteration 108Q: 3 clusters Score -2.596113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -25961108.000000 Penalty: 6037.295898
	Iteration 109Q: 3 clusters Score -2.596111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -25961114.000000 Penalty: 6037.295898
	Iteration 110Q: 3 clusters Score -2.596111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -25961124.000000 Penalty: 6037.295898
	Iteration 111Q: 3 clusters Score -2.596112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191623 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25961116.000000 Penalty: 6037.295898
	Iteration 112Q: 3 clusters Score -2.596112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -25961096.000000 Penalty: 6037.295898
	Iteration 113Q: 3 clusters Score -2.59611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191642 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -25961090.000000 Penalty: 6037.295898
	Iteration 114Q: 3 clusters Score -2.596109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25961058.000000 Penalty: 6037.295898
	Iteration 115Q: 3 clusters Score -2.596106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -25961068.000000 Penalty: 6037.295898
	Iteration 116Q: 3 clusters Score -2.596107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191666 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -25961080.000000 Penalty: 6037.295898
	Iteration 117Q: 3 clusters Score -2.596108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -25961098.000000 Penalty: 6037.295898
	Iteration 118Q: 3 clusters Score -2.59611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191675 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25961100.000000 Penalty: 6037.295898
	Iteration 119Q: 3 clusters Score -2.59611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191682 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25961092.000000 Penalty: 6037.295898
	Iteration 120F: 3 clusters Score -2.596109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191685 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -25961102.000000 Penalty: 6037.295898
	Iteration 121Q: 3 clusters Score -2.59611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191688 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25961104.000000 Penalty: 6037.295898
	Iteration 122Q: 3 clusters Score -2.59611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191694 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25961092.000000 Penalty: 6037.295898
	Iteration 123Q: 3 clusters Score -2.596109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191698 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -25961106.000000 Penalty: 6037.295898
	Iteration 124Q: 3 clusters Score -2.596111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25961108.000000 Penalty: 6037.295898
	Iteration 125Q: 3 clusters Score -2.596111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25961110.000000 Penalty: 6037.295898
	Iteration 126Q: 3 clusters Score -2.596111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191699 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -25961112.000000 Penalty: 6037.295898
	Iteration 127Q: 3 clusters Score -2.596111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25961114.000000 Penalty: 6037.295898
	Iteration 128Q: 3 clusters Score -2.596111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191702 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25961102.000000 Penalty: 6037.295898
	Iteration 129Q: 3 clusters Score -2.59611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191702 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25961102.000000 Penalty: 6037.295898
	Iteration 130F: 3 clusters Score -2.59611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Entering Unmasked Estep 
Score: -5742138.500000 Penalty: 2641.912598
	Iteration 0F: 2 clusters Score -5742138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5713664.000000 Penalty: 5283.825195
	Iteration 0F: 3 clusters Score -5713664 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5724153.500000 Penalty: 5283.825195
	Iteration 1F: 3 clusters Score -5724154 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5724698.000000 Penalty: 5283.825195
	Iteration 2Q: 3 clusters Score -5724698 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5725321.500000 Penalty: 5283.825195
	Iteration 3Q: 3 clusters Score -5725322 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5726222.500000 Penalty: 5283.825195
	Iteration 4Q: 3 clusters Score -5726222 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5727520.000000 Penalty: 5283.825195
	Iteration 5F: 3 clusters Score -5727520 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5729515.000000 Penalty: 5283.825195
	Iteration 6F: 3 clusters Score -5729515 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -5732256.000000 Penalty: 5283.825195
	Iteration 7F: 3 clusters Score -5732256 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5735315.500000 Penalty: 5283.825195
	Iteration 8F: 3 clusters Score -5735316 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5737638.000000 Penalty: 5283.825195
	Iteration 9F: 3 clusters Score -5737638 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5738850.000000 Penalty: 5283.825195
	Iteration 10Q: 3 clusters Score -5738850 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5739365.000000 Penalty: 5283.825195
	Iteration 11Q: 3 clusters Score -5739365 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5739613.500000 Penalty: 5283.825195
	Iteration 12Q: 3 clusters Score -5739614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5739726.000000 Penalty: 5283.825195
	Iteration 13Q: 3 clusters Score -5739726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5739767.000000 Penalty: 5283.825195
	Iteration 14Q: 3 clusters Score -5739767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5739802.000000 Penalty: 5283.825195
	Iteration 15Q: 3 clusters Score -5739802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5739837.000000 Penalty: 5283.825195
	Iteration 16Q: 3 clusters Score -5739837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -5739855.500000 Penalty: 5283.825195
	Iteration 17Q: 3 clusters Score -5739856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5739869.500000 Penalty: 5283.825195
	Iteration 18Q: 3 clusters Score -5739870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5739874.000000 Penalty: 5283.825195
	Iteration 19Q: 3 clusters Score -5739874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5739875.000000 Penalty: 5283.825195
	Iteration 20F: 3 clusters Score -5739875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -5739880.000000 Penalty: 5283.825195
	Iteration 21Q: 3 clusters Score -5739880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5739876.000000 Penalty: 5283.825195
	Iteration 22Q: 3 clusters Score -5739876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5739879.500000 Penalty: 5283.825195
	Iteration 23Q: 3 clusters Score -5739880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5739880.000000 Penalty: 5283.825195
	Iteration 24Q: 3 clusters Score -5739880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5739877.000000 Penalty: 5283.825195
	Iteration 25Q: 3 clusters Score -5739877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5739877.000000 Penalty: 5283.825195
	Iteration 26F: 3 clusters Score -5739877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -371726.437500 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -371726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -368580.781250 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -368580.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369186.968750 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -369187 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369359.968750 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -369360 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -369466.312500 Penalty: 3936.760742
	Iteration 3Q: 3 clusters Score -369466.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -369523.812500 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -369523.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -369578.250000 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -369578.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -369648.281250 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -369648.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -369741.000000 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -369741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -369803.562500 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -369803.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -369869.406250 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -369869.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -369928.937500 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -369928.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -369979.156250 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -369979.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -370026.281250 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -370026.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -370080.937500 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -370080.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -370130.406250 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -370130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370153.406250 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -370153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370168.125000 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -370168.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370180.750000 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -370180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -370197.187500 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -370197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -370212.031250 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -370212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -370221.500000 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -370221.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -370229.656250 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -370229.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -370239.968750 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -370240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -370252.937500 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -370252.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -370262.875000 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -370262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -370269.125000 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -370269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -370274.093750 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -370274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -370277.062500 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -370277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -370279.843750 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -370279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -370282.656250 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -370282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -370285.500000 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -370285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -370287.906250 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -370287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -370290.750000 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -370290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -370291.125000 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -370291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -370291.500000 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -370291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -370291.875000 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -370291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -370292.062500 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -370292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -370292.062500 Penalty: 3936.760742
	Iteration 37F: 3 clusters Score -370292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (234806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234806 members 
Entering Unmasked Estep 
Score: -31406148.000000 Penalty: 3066.895752
	Iteration 0F: 2 clusters Score -3.140615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -31258688.000000 Penalty: 6133.791504
	Iteration 0F: 3 clusters Score -3.125869e+07 nChanged 113141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -31325032.000000 Penalty: 6133.791504
	Iteration 1F: 3 clusters Score -3.132503e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 131440 members 
Entering Unmasked Estep 
Score: -31327490.000000 Penalty: 6133.791504
	Iteration 2Q: 3 clusters Score -3.132749e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -31331532.000000 Penalty: 6133.791504
	Iteration 3Q: 3 clusters Score -3.133153e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -31338758.000000 Penalty: 6133.791504
	Iteration 4F: 3 clusters Score -3.133876e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -31350584.000000 Penalty: 6133.791504
	Iteration 5F: 3 clusters Score -3.135058e+07 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 185602 members 
Entering Unmasked Estep 
Score: -31365998.000000 Penalty: 6133.791504
	Iteration 6F: 3 clusters Score -3.1366e+07 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 202160 members 
Entering Unmasked Estep 
Score: -31379578.000000 Penalty: 6133.791504
	Iteration 7F: 3 clusters Score -3.137958e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 213820 members 
Entering Unmasked Estep 
Score: -31388632.000000 Penalty: 6133.791504
	Iteration 8F: 3 clusters Score -3.138863e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 220761 members 
Entering Unmasked Estep 
Score: -31393970.000000 Penalty: 6133.791504
	Iteration 9Q: 3 clusters Score -3.139397e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 224723 members 
Entering Unmasked Estep 
Score: -31397248.000000 Penalty: 6133.791504
	Iteration 10Q: 3 clusters Score -3.139725e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 227108 members 
Entering Unmasked Estep 
Score: -31399142.000000 Penalty: 6133.791504
	Iteration 11Q: 3 clusters Score -3.139914e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 228671 members 
Entering Unmasked Estep 
Score: -31400384.000000 Penalty: 6133.791504
	Iteration 12Q: 3 clusters Score -3.140038e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 229719 members 
Entering Unmasked Estep 
Score: -31400920.000000 Penalty: 6133.791504
	Iteration 13Q: 3 clusters Score -3.140092e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 230457 members 
Entering Unmasked Estep 
Score: -31401524.000000 Penalty: 6133.791504
	Iteration 14Q: 3 clusters Score -3.140152e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 231023 members 
Entering Unmasked Estep 
Score: -31401938.000000 Penalty: 6133.791504
	Iteration 15Q: 3 clusters Score -3.140194e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 231438 members 
Entering Unmasked Estep 
Score: -31402276.000000 Penalty: 6133.791504
	Iteration 16Q: 3 clusters Score -3.140228e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 231761 members 
Entering Unmasked Estep 
Score: -31402432.000000 Penalty: 6133.791504
	Iteration 17Q: 3 clusters Score -3.140243e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 232001 members 
Entering Unmasked Estep 
Score: -31402534.000000 Penalty: 6133.791504
	Iteration 18Q: 3 clusters Score -3.140253e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 232199 members 
Entering Unmasked Estep 
Score: -31402630.000000 Penalty: 6133.791504
	Iteration 19Q: 3 clusters Score -3.140263e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 232349 members 
Entering Unmasked Estep 
Score: -31402738.000000 Penalty: 6133.791504
	Iteration 20F: 3 clusters Score -3.140274e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 232478 members 
Entering Unmasked Estep 
Score: -31402844.000000 Penalty: 6133.791504
	Iteration 21Q: 3 clusters Score -3.140284e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 232589 members 
Entering Unmasked Estep 
Score: -31402880.000000 Penalty: 6133.791504
	Iteration 22Q: 3 clusters Score -3.140288e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 232682 members 
Entering Unmasked Estep 
Score: -31402928.000000 Penalty: 6133.791504
	Iteration 23Q: 3 clusters Score -3.140293e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 232760 members 
Entering Unmasked Estep 
Score: -31402996.000000 Penalty: 6133.791504
	Iteration 24Q: 3 clusters Score -3.1403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 232835 members 
Entering Unmasked Estep 
Score: -31403044.000000 Penalty: 6133.791504
	Iteration 25Q: 3 clusters Score -3.140304e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 232899 members 
Entering Unmasked Estep 
Score: -31403104.000000 Penalty: 6133.791504
	Iteration 26Q: 3 clusters Score -3.14031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 232954 members 
Entering Unmasked Estep 
Score: -31403134.000000 Penalty: 6133.791504
	Iteration 27Q: 3 clusters Score -3.140313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 233002 members 
Entering Unmasked Estep 
Score: -31403182.000000 Penalty: 6133.791504
	Iteration 28Q: 3 clusters Score -3.140318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 233039 members 
Entering Unmasked Estep 
Score: -31403182.000000 Penalty: 6133.791504
	Iteration 29Q: 3 clusters Score -3.140318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 233075 members 
Entering Unmasked Estep 
Score: -31403200.000000 Penalty: 6133.791504
	Iteration 30Q: 3 clusters Score -3.14032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 233112 members 
Entering Unmasked Estep 
Score: -31403244.000000 Penalty: 6133.791504
	Iteration 31Q: 3 clusters Score -3.140324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 233143 members 
Entering Unmasked Estep 
Score: -31403248.000000 Penalty: 6133.791504
	Iteration 32Q: 3 clusters Score -3.140325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 233164 members 
Entering Unmasked Estep 
Score: -31403256.000000 Penalty: 6133.791504
	Iteration 33Q: 3 clusters Score -3.140326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 233185 members 
Entering Unmasked Estep 
Score: -31403256.000000 Penalty: 6133.791504
	Iteration 34Q: 3 clusters Score -3.140326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 233208 members 
Entering Unmasked Estep 
Score: -31403268.000000 Penalty: 6133.791504
	Iteration 35Q: 3 clusters Score -3.140327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 233229 members 
Entering Unmasked Estep 
Score: -31403268.000000 Penalty: 6133.791504
	Iteration 36Q: 3 clusters Score -3.140327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 233237 members 
Entering Unmasked Estep 
Score: -31403266.000000 Penalty: 6133.791504
	Iteration 37Q: 3 clusters Score -3.140327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 233248 members 
Entering Unmasked Estep 
Score: -31403276.000000 Penalty: 6133.791504
	Iteration 38Q: 3 clusters Score -3.140328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 233256 members 
Entering Unmasked Estep 
Score: -31403292.000000 Penalty: 6133.791504
	Iteration 39Q: 3 clusters Score -3.140329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 233262 members 
Entering Unmasked Estep 
Score: -31403270.000000 Penalty: 6133.791504
	Iteration 40F: 3 clusters Score -3.140327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 233274 members 
Entering Unmasked Estep 
Score: -31403264.000000 Penalty: 6133.791504
	Iteration 41Q: 3 clusters Score -3.140326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 233283 members 
Entering Unmasked Estep 
Score: -31403292.000000 Penalty: 6133.791504
	Iteration 42Q: 3 clusters Score -3.140329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 233286 members 
Entering Unmasked Estep 
Score: -31403286.000000 Penalty: 6133.791504
	Iteration 43Q: 3 clusters Score -3.140329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 233290 members 
Entering Unmasked Estep 
Score: -31403304.000000 Penalty: 6133.791504
	Iteration 44Q: 3 clusters Score -3.14033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 233293 members 
Entering Unmasked Estep 
Score: -31403292.000000 Penalty: 6133.791504
	Iteration 45Q: 3 clusters Score -3.140329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 233296 members 
Entering Unmasked Estep 
Score: -31403302.000000 Penalty: 6133.791504
	Iteration 46Q: 3 clusters Score -3.14033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 233301 members 
Entering Unmasked Estep 
Score: -31403304.000000 Penalty: 6133.791504
	Iteration 47Q: 3 clusters Score -3.14033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 233303 members 
Entering Unmasked Estep 
Score: -31403282.000000 Penalty: 6133.791504
	Iteration 48Q: 3 clusters Score -3.140328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 233304 members 
Entering Unmasked Estep 
Score: -31403266.000000 Penalty: 6133.791504
	Iteration 49Q: 3 clusters Score -3.140327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 233307 members 
Entering Unmasked Estep 
Score: -31403286.000000 Penalty: 6133.791504
	Iteration 50Q: 3 clusters Score -3.140329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 233315 members 
Entering Unmasked Estep 
Score: -31403296.000000 Penalty: 6133.791504
	Iteration 51Q: 3 clusters Score -3.14033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 233321 members 
Entering Unmasked Estep 
Score: -31403288.000000 Penalty: 6133.791504
	Iteration 52Q: 3 clusters Score -3.140329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 233323 members 
Entering Unmasked Estep 
Score: -31403304.000000 Penalty: 6133.791504
	Iteration 53Q: 3 clusters Score -3.14033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 233328 members 
Entering Unmasked Estep 
Score: -31403310.000000 Penalty: 6133.791504
	Iteration 54Q: 3 clusters Score -3.140331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 233332 members 
Entering Unmasked Estep 
Score: -31403318.000000 Penalty: 6133.791504
	Iteration 55Q: 3 clusters Score -3.140332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 233333 members 
Entering Unmasked Estep 
Score: -31403318.000000 Penalty: 6133.791504
	Iteration 56Q: 3 clusters Score -3.140332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 233337 members 
Entering Unmasked Estep 
Score: -31403318.000000 Penalty: 6133.791504
	Iteration 57Q: 3 clusters Score -3.140332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 233341 members 
Entering Unmasked Estep 
Score: -31403308.000000 Penalty: 6133.791504
	Iteration 58Q: 3 clusters Score -3.140331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 233345 members 
Entering Unmasked Estep 
Score: -31403308.000000 Penalty: 6133.791504
	Iteration 59Q: 3 clusters Score -3.140331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 233348 members 
Entering Unmasked Estep 
Score: -31403328.000000 Penalty: 6133.791504
	Iteration 60F: 3 clusters Score -3.140333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 233350 members 
Entering Unmasked Estep 
Score: -31403326.000000 Penalty: 6133.791504
	Iteration 61Q: 3 clusters Score -3.140333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 233350 members 
Entering Unmasked Estep 
Score: -31403326.000000 Penalty: 6133.791504
	Iteration 62F: 3 clusters Score -3.140333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -114411.148438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -114411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112690.179688 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -112690.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113139.156250 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -113139.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113323.468750 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -113323.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113397.070312 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -113397.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -113450.632812 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -113450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -113483.250000 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -113483.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -113510.390625 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -113510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -113525.929688 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -113525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -113540.562500 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -113540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113549.937500 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -113549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113552.242188 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -113552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113552.242188 Penalty: 3389.183594
	Iteration 11F: 3 clusters Score -113552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Entering Unmasked Estep 
Score: -13561963.000000 Penalty: 2855.609375
	Iteration 0F: 2 clusters Score -1.356196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -13495183.000000 Penalty: 5711.218750
	Iteration 0F: 3 clusters Score -1.349518e+07 nChanged 47373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -13521866.000000 Penalty: 5711.218750
	Iteration 1F: 3 clusters Score -1.352187e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -13522811.000000 Penalty: 5711.218750
	Iteration 2Q: 3 clusters Score -1.352281e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -13523992.000000 Penalty: 5711.218750
	Iteration 3Q: 3 clusters Score -1.352399e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -13525556.000000 Penalty: 5711.218750
	Iteration 4Q: 3 clusters Score -1.352556e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -13527836.000000 Penalty: 5711.218750
	Iteration 5F: 3 clusters Score -1.352784e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -13531425.000000 Penalty: 5711.218750
	Iteration 6F: 3 clusters Score -1.353142e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -13537191.000000 Penalty: 5711.218750
	Iteration 7F: 3 clusters Score -1.353719e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -13543870.000000 Penalty: 5711.218750
	Iteration 8F: 3 clusters Score -1.354387e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -13549978.000000 Penalty: 5711.218750
	Iteration 9F: 3 clusters Score -1.354998e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -13553863.000000 Penalty: 5711.218750
	Iteration 10Q: 3 clusters Score -1.355386e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -13555517.000000 Penalty: 5711.218750
	Iteration 11Q: 3 clusters Score -1.355552e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -13556173.000000 Penalty: 5711.218750
	Iteration 12Q: 3 clusters Score -1.355617e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -13556658.000000 Penalty: 5711.218750
	Iteration 13Q: 3 clusters Score -1.355666e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -13556975.000000 Penalty: 5711.218750
	Iteration 14Q: 3 clusters Score -1.355698e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -13557368.000000 Penalty: 5711.218750
	Iteration 15Q: 3 clusters Score -1.355737e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -13557649.000000 Penalty: 5711.218750
	Iteration 16Q: 3 clusters Score -1.355765e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -13557834.000000 Penalty: 5711.218750
	Iteration 17Q: 3 clusters Score -1.355783e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -13558012.000000 Penalty: 5711.218750
	Iteration 18Q: 3 clusters Score -1.355801e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -13558240.000000 Penalty: 5711.218750
	Iteration 19Q: 3 clusters Score -1.355824e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -13558416.000000 Penalty: 5711.218750
	Iteration 20F: 3 clusters Score -1.355842e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -13558639.000000 Penalty: 5711.218750
	Iteration 21Q: 3 clusters Score -1.355864e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -13558756.000000 Penalty: 5711.218750
	Iteration 22Q: 3 clusters Score -1.355876e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -13558911.000000 Penalty: 5711.218750
	Iteration 23Q: 3 clusters Score -1.355891e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -13559031.000000 Penalty: 5711.218750
	Iteration 24Q: 3 clusters Score -1.355903e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -13559186.000000 Penalty: 5711.218750
	Iteration 25Q: 3 clusters Score -1.355919e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -13559242.000000 Penalty: 5711.218750
	Iteration 26Q: 3 clusters Score -1.355924e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -13559282.000000 Penalty: 5711.218750
	Iteration 27Q: 3 clusters Score -1.355928e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -13559316.000000 Penalty: 5711.218750
	Iteration 28Q: 3 clusters Score -1.355932e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -13559351.000000 Penalty: 5711.218750
	Iteration 29Q: 3 clusters Score -1.355935e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -13559380.000000 Penalty: 5711.218750
	Iteration 30Q: 3 clusters Score -1.355938e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -13559433.000000 Penalty: 5711.218750
	Iteration 31Q: 3 clusters Score -1.355943e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -13559411.000000 Penalty: 5711.218750
	Iteration 32Q: 3 clusters Score -1.355941e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -13559435.000000 Penalty: 5711.218750
	Iteration 33Q: 3 clusters Score -1.355944e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -13559483.000000 Penalty: 5711.218750
	Iteration 34Q: 3 clusters Score -1.355948e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -13559485.000000 Penalty: 5711.218750
	Iteration 35Q: 3 clusters Score -1.355948e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -13559517.000000 Penalty: 5711.218750
	Iteration 36Q: 3 clusters Score -1.355952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -13559537.000000 Penalty: 5711.218750
	Iteration 37Q: 3 clusters Score -1.355954e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -13559567.000000 Penalty: 5711.218750
	Iteration 38Q: 3 clusters Score -1.355957e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -13559581.000000 Penalty: 5711.218750
	Iteration 39Q: 3 clusters Score -1.355958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -13559594.000000 Penalty: 5711.218750
	Iteration 40F: 3 clusters Score -1.355959e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -13559617.000000 Penalty: 5711.218750
	Iteration 41Q: 3 clusters Score -1.355962e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -13559637.000000 Penalty: 5711.218750
	Iteration 42Q: 3 clusters Score -1.355964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -13559650.000000 Penalty: 5711.218750
	Iteration 43Q: 3 clusters Score -1.355965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -13559661.000000 Penalty: 5711.218750
	Iteration 44Q: 3 clusters Score -1.355966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -13559682.000000 Penalty: 5711.218750
	Iteration 45Q: 3 clusters Score -1.355968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -13559692.000000 Penalty: 5711.218750
	Iteration 46Q: 3 clusters Score -1.355969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -13559704.000000 Penalty: 5711.218750
	Iteration 47Q: 3 clusters Score -1.35597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -13559705.000000 Penalty: 5711.218750
	Iteration 48Q: 3 clusters Score -1.35597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -13559710.000000 Penalty: 5711.218750
	Iteration 49Q: 3 clusters Score -1.355971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -13559717.000000 Penalty: 5711.218750
	Iteration 50Q: 3 clusters Score -1.355972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -13559720.000000 Penalty: 5711.218750
	Iteration 51Q: 3 clusters Score -1.355972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -13559706.000000 Penalty: 5711.218750
	Iteration 52Q: 3 clusters Score -1.355971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13559705.000000 Penalty: 5711.218750
	Iteration 53Q: 3 clusters Score -1.35597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -13559702.000000 Penalty: 5711.218750
	Iteration 54Q: 3 clusters Score -1.35597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -13559708.000000 Penalty: 5711.218750
	Iteration 55Q: 3 clusters Score -1.355971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -13559710.000000 Penalty: 5711.218750
	Iteration 56Q: 3 clusters Score -1.355971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -13559700.000000 Penalty: 5711.218750
	Iteration 57Q: 3 clusters Score -1.35597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -13559705.000000 Penalty: 5711.218750
	Iteration 58Q: 3 clusters Score -1.35597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -13559721.000000 Penalty: 5711.218750
	Iteration 59Q: 3 clusters Score -1.355972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -13559713.000000 Penalty: 5711.218750
	Iteration 60F: 3 clusters Score -1.355971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -13559713.000000 Penalty: 5711.218750
	Iteration 61Q: 3 clusters Score -1.355971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -13559722.000000 Penalty: 5711.218750
	Iteration 62Q: 3 clusters Score -1.355972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -13559719.000000 Penalty: 5711.218750
	Iteration 63Q: 3 clusters Score -1.355972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -13559722.000000 Penalty: 5711.218750
	Iteration 64Q: 3 clusters Score -1.355972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -13559722.000000 Penalty: 5711.218750
	Iteration 65F: 3 clusters Score -1.355972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -81388.328125 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -81388.33 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 335 members 
Entering Unmasked Estep 
Score: -79734.570312 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79734.57 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80022.843750 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80022.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80233.937500 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80233.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80484.921875 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -80484.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80693.023438 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -80693.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80864.890625 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80864.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81182.023438 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -81182.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81342.031250 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -81342.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -81442.609375 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -81442.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81509.062500 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -81509.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81543.500000 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -81543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81569.257812 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -81569.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81574.156250 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -81574.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81574.273438 Penalty: 3231.297607
	Iteration 13F: 3 clusters Score -81574.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81584.789062 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -81584.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81606.382812 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -81606.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81670.257812 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -81670.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81707.640625 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -81707.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81734.343750 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -81734.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81734.343750 Penalty: 3231.297607
	Iteration 19F: 3 clusters Score -81734.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193294 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234806 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100163 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 74441 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155660 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 174945 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 63834 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 66832 members 
Mstep: Class 21 contains 17708 members 
Mstep: Class 22 contains 174641 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
Score: -180368992.000000 Penalty: 80602.570312
Splitting cluster 7 changes total score from -180370480.000000 to -180368992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (74441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Entering Unmasked Estep 
Score: -10119669.000000 Penalty: 2782.004883
	Iteration 0F: 2 clusters Score -1.011967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -10069830.000000 Penalty: 5564.009766
	Iteration 0F: 3 clusters Score -1.006983e+07 nChanged 35031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -10089302.000000 Penalty: 5564.009766
	Iteration 1F: 3 clusters Score -1.00893e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -10089878.000000 Penalty: 5564.009766
	Iteration 2Q: 3 clusters Score -1.008988e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -10090419.000000 Penalty: 5564.009766
	Iteration 3Q: 3 clusters Score -1.009042e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -10091018.000000 Penalty: 5564.009766
	Iteration 4Q: 3 clusters Score -1.009102e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -10091823.000000 Penalty: 5564.009766
	Iteration 5Q: 3 clusters Score -1.009182e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -10092784.000000 Penalty: 5564.009766
	Iteration 6Q: 3 clusters Score -1.009278e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -10094028.000000 Penalty: 5564.009766
	Iteration 7Q: 3 clusters Score -1.009403e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -10095925.000000 Penalty: 5564.009766
	Iteration 8Q: 3 clusters Score -1.009592e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -10098750.000000 Penalty: 5564.009766
	Iteration 9F: 3 clusters Score -1.009875e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -10102429.000000 Penalty: 5564.009766
	Iteration 10F: 3 clusters Score -1.010243e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -10106193.000000 Penalty: 5564.009766
	Iteration 11F: 3 clusters Score -1.010619e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -10109432.000000 Penalty: 5564.009766
	Iteration 12F: 3 clusters Score -1.010943e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -10111800.000000 Penalty: 5564.009766
	Iteration 13Q: 3 clusters Score -1.01118e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -10113356.000000 Penalty: 5564.009766
	Iteration 14Q: 3 clusters Score -1.011336e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -10114464.000000 Penalty: 5564.009766
	Iteration 15Q: 3 clusters Score -1.011446e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -10115173.000000 Penalty: 5564.009766
	Iteration 16Q: 3 clusters Score -1.011517e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -10115718.000000 Penalty: 5564.009766
	Iteration 17Q: 3 clusters Score -1.011572e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -10116092.000000 Penalty: 5564.009766
	Iteration 18Q: 3 clusters Score -1.011609e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -10116374.000000 Penalty: 5564.009766
	Iteration 19Q: 3 clusters Score -1.011637e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -10116579.000000 Penalty: 5564.009766
	Iteration 20F: 3 clusters Score -1.011658e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -10116754.000000 Penalty: 5564.009766
	Iteration 21Q: 3 clusters Score -1.011675e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10116877.000000 Penalty: 5564.009766
	Iteration 22Q: 3 clusters Score -1.011688e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10116986.000000 Penalty: 5564.009766
	Iteration 23Q: 3 clusters Score -1.011699e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10117047.000000 Penalty: 5564.009766
	Iteration 24Q: 3 clusters Score -1.011705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10117091.000000 Penalty: 5564.009766
	Iteration 25Q: 3 clusters Score -1.011709e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10117126.000000 Penalty: 5564.009766
	Iteration 26Q: 3 clusters Score -1.011713e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10117154.000000 Penalty: 5564.009766
	Iteration 27Q: 3 clusters Score -1.011715e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10117182.000000 Penalty: 5564.009766
	Iteration 28Q: 3 clusters Score -1.011718e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10117207.000000 Penalty: 5564.009766
	Iteration 29Q: 3 clusters Score -1.011721e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10117225.000000 Penalty: 5564.009766
	Iteration 30Q: 3 clusters Score -1.011722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10117235.000000 Penalty: 5564.009766
	Iteration 31Q: 3 clusters Score -1.011724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10117236.000000 Penalty: 5564.009766
	Iteration 32Q: 3 clusters Score -1.011724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10117236.000000 Penalty: 5564.009766
	Iteration 33Q: 3 clusters Score -1.011724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10117257.000000 Penalty: 5564.009766
	Iteration 34Q: 3 clusters Score -1.011726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10117269.000000 Penalty: 5564.009766
	Iteration 35Q: 3 clusters Score -1.011727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10117294.000000 Penalty: 5564.009766
	Iteration 36Q: 3 clusters Score -1.011729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10117296.000000 Penalty: 5564.009766
	Iteration 37Q: 3 clusters Score -1.01173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10117296.000000 Penalty: 5564.009766
	Iteration 38Q: 3 clusters Score -1.01173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10117293.000000 Penalty: 5564.009766
	Iteration 39Q: 3 clusters Score -1.011729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10117313.000000 Penalty: 5564.009766
	Iteration 40F: 3 clusters Score -1.011731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10117321.000000 Penalty: 5564.009766
	Iteration 41Q: 3 clusters Score -1.011732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10117328.000000 Penalty: 5564.009766
	Iteration 42Q: 3 clusters Score -1.011733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10117327.000000 Penalty: 5564.009766
	Iteration 43Q: 3 clusters Score -1.011733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10117337.000000 Penalty: 5564.009766
	Iteration 44Q: 3 clusters Score -1.011734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10117325.000000 Penalty: 5564.009766
	Iteration 45Q: 3 clusters Score -1.011732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10117326.000000 Penalty: 5564.009766
	Iteration 46Q: 3 clusters Score -1.011733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10117334.000000 Penalty: 5564.009766
	Iteration 47Q: 3 clusters Score -1.011733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10117334.000000 Penalty: 5564.009766
	Iteration 48Q: 3 clusters Score -1.011733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10117334.000000 Penalty: 5564.009766
	Iteration 49F: 3 clusters Score -1.011733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -118998.156250 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -118998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117116.070312 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -117116.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117484.468750 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -117484.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117655.742188 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -117655.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117739.679688 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -117739.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117807.789062 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -117807.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117897.718750 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -117897.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117990.664062 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -117990.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118051.054688 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -118051.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118105.312500 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -118105.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118151.445312 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -118151.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118193.367188 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -118193.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118292.992188 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -118293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118382.343750 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -118382.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118437.796875 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -118437.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118510.031250 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -118510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118559.023438 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -118559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118598.515625 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -118598.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118641.976562 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -118642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118692.765625 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -118692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118806.750000 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -118806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118931.203125 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -118931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118974.843750 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -118974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118984.273438 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -118984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118984.273438 Penalty: 3419.756348
	Iteration 23F: 3 clusters Score -118984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155660 members 
Entering Unmasked Estep 
Score: -20963482.000000 Penalty: 2964.946289
	Iteration 0F: 2 clusters Score -2.096348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -20862598.000000 Penalty: 5929.892578
	Iteration 0F: 3 clusters Score -2.08626e+07 nChanged 74458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -20905268.000000 Penalty: 5929.892578
	Iteration 1F: 3 clusters Score -2.090527e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -20906338.000000 Penalty: 5929.892578
	Iteration 2Q: 3 clusters Score -2.090634e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -20907696.000000 Penalty: 5929.892578
	Iteration 3Q: 3 clusters Score -2.09077e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -20910032.000000 Penalty: 5929.892578
	Iteration 4Q: 3 clusters Score -2.091003e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -20914300.000000 Penalty: 5929.892578
	Iteration 5F: 3 clusters Score -2.09143e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 109396 members 
Entering Unmasked Estep 
Score: -20921844.000000 Penalty: 5929.892578
	Iteration 6F: 3 clusters Score -2.092184e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -20932514.000000 Penalty: 5929.892578
	Iteration 7F: 3 clusters Score -2.093251e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -20944080.000000 Penalty: 5929.892578
	Iteration 8F: 3 clusters Score -2.094408e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -20952956.000000 Penalty: 5929.892578
	Iteration 9F: 3 clusters Score -2.095296e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -20957680.000000 Penalty: 5929.892578
	Iteration 10Q: 3 clusters Score -2.095768e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -20959564.000000 Penalty: 5929.892578
	Iteration 11Q: 3 clusters Score -2.095956e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -20960260.000000 Penalty: 5929.892578
	Iteration 12Q: 3 clusters Score -2.096026e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -20960568.000000 Penalty: 5929.892578
	Iteration 13Q: 3 clusters Score -2.096057e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -20960672.000000 Penalty: 5929.892578
	Iteration 14Q: 3 clusters Score -2.096067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -20960764.000000 Penalty: 5929.892578
	Iteration 15Q: 3 clusters Score -2.096076e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -20960810.000000 Penalty: 5929.892578
	Iteration 16Q: 3 clusters Score -2.096081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -20960834.000000 Penalty: 5929.892578
	Iteration 17Q: 3 clusters Score -2.096083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 155309 members 
Entering Unmasked Estep 
Score: -20960886.000000 Penalty: 5929.892578
	Iteration 18Q: 3 clusters Score -2.096089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -20960892.000000 Penalty: 5929.892578
	Iteration 19Q: 3 clusters Score -2.096089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20960892.000000 Penalty: 5929.892578
	Iteration 20F: 3 clusters Score -2.096089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -20960916.000000 Penalty: 5929.892578
	Iteration 21Q: 3 clusters Score -2.096092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -20960902.000000 Penalty: 5929.892578
	Iteration 22Q: 3 clusters Score -2.09609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -20960904.000000 Penalty: 5929.892578
	Iteration 23Q: 3 clusters Score -2.09609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -20960894.000000 Penalty: 5929.892578
	Iteration 24Q: 3 clusters Score -2.096089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -20960898.000000 Penalty: 5929.892578
	Iteration 25Q: 3 clusters Score -2.09609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -20960900.000000 Penalty: 5929.892578
	Iteration 26Q: 3 clusters Score -2.09609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -20960902.000000 Penalty: 5929.892578
	Iteration 27Q: 3 clusters Score -2.09609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -20960902.000000 Penalty: 5929.892578
	Iteration 28F: 3 clusters Score -2.09609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -606986.687500 Penalty: 2104.863281
	Iteration 0F: 2 clusters Score -606986.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -602590.375000 Penalty: 4209.726562
	Iteration 0F: 3 clusters Score -602590.4 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -603630.812500 Penalty: 4209.726562
	Iteration 1F: 3 clusters Score -603630.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -603840.062500 Penalty: 4209.726562
	Iteration 2F: 3 clusters Score -603840.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -603964.812500 Penalty: 4209.726562
	Iteration 3F: 3 clusters Score -603964.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -604051.687500 Penalty: 4209.726562
	Iteration 4Q: 3 clusters Score -604051.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -604110.062500 Penalty: 4209.726562
	Iteration 5Q: 3 clusters Score -604110.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -604144.500000 Penalty: 4209.726562
	Iteration 6Q: 3 clusters Score -604144.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -604171.375000 Penalty: 4209.726562
	Iteration 7Q: 3 clusters Score -604171.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -604196.875000 Penalty: 4209.726562
	Iteration 8Q: 3 clusters Score -604196.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -604224.500000 Penalty: 4209.726562
	Iteration 9Q: 3 clusters Score -604224.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -604256.750000 Penalty: 4209.726562
	Iteration 10Q: 3 clusters Score -604256.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -604288.187500 Penalty: 4209.726562
	Iteration 11Q: 3 clusters Score -604288.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -604329.187500 Penalty: 4209.726562
	Iteration 12Q: 3 clusters Score -604329.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -604374.312500 Penalty: 4209.726562
	Iteration 13Q: 3 clusters Score -604374.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -604416.000000 Penalty: 4209.726562
	Iteration 14Q: 3 clusters Score -604416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -604455.500000 Penalty: 4209.726562
	Iteration 15Q: 3 clusters Score -604455.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -604510.000000 Penalty: 4209.726562
	Iteration 16Q: 3 clusters Score -604510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -604566.125000 Penalty: 4209.726562
	Iteration 17Q: 3 clusters Score -604566.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -604621.750000 Penalty: 4209.726562
	Iteration 18Q: 3 clusters Score -604621.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -604677.625000 Penalty: 4209.726562
	Iteration 19Q: 3 clusters Score -604677.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -604722.000000 Penalty: 4209.726562
	Iteration 20F: 3 clusters Score -604722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -604774.625000 Penalty: 4209.726562
	Iteration 21Q: 3 clusters Score -604774.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -604823.875000 Penalty: 4209.726562
	Iteration 22Q: 3 clusters Score -604823.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -604888.812500 Penalty: 4209.726562
	Iteration 23Q: 3 clusters Score -604888.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -604938.250000 Penalty: 4209.726562
	Iteration 24Q: 3 clusters Score -604938.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -604985.187500 Penalty: 4209.726562
	Iteration 25Q: 3 clusters Score -604985.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -605020.125000 Penalty: 4209.726562
	Iteration 26Q: 3 clusters Score -605020.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -605046.187500 Penalty: 4209.726562
	Iteration 27Q: 3 clusters Score -605046.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -605072.312500 Penalty: 4209.726562
	Iteration 28Q: 3 clusters Score -605072.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -605099.312500 Penalty: 4209.726562
	Iteration 29Q: 3 clusters Score -605099.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -605116.875000 Penalty: 4209.726562
	Iteration 30Q: 3 clusters Score -605116.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -605144.375000 Penalty: 4209.726562
	Iteration 31Q: 3 clusters Score -605144.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -605166.812500 Penalty: 4209.726562
	Iteration 32Q: 3 clusters Score -605166.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -605185.687500 Penalty: 4209.726562
	Iteration 33Q: 3 clusters Score -605185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -605204.500000 Penalty: 4209.726562
	Iteration 34Q: 3 clusters Score -605204.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -605215.500000 Penalty: 4209.726562
	Iteration 35Q: 3 clusters Score -605215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -605221.625000 Penalty: 4209.726562
	Iteration 36Q: 3 clusters Score -605221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -605225.937500 Penalty: 4209.726562
	Iteration 37Q: 3 clusters Score -605225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -605229.000000 Penalty: 4209.726562
	Iteration 38Q: 3 clusters Score -605229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -605232.062500 Penalty: 4209.726562
	Iteration 39Q: 3 clusters Score -605232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -605235.875000 Penalty: 4209.726562
	Iteration 40F: 3 clusters Score -605235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -605237.875000 Penalty: 4209.726562
	Iteration 41Q: 3 clusters Score -605237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -605239.000000 Penalty: 4209.726562
	Iteration 42Q: 3 clusters Score -605239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -605240.187500 Penalty: 4209.726562
	Iteration 43Q: 3 clusters Score -605240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -605240.562500 Penalty: 4209.726562
	Iteration 44Q: 3 clusters Score -605240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -605240.562500 Penalty: 4209.726562
	Iteration 45F: 3 clusters Score -605240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -43871.398438 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -43871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42529.792969 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -42529.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42755.039062 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -42755.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42840.910156 Penalty: 2954.095215
	Iteration 2F: 3 clusters Score -42840.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42887.605469 Penalty: 2954.095215
	Iteration 3Q: 3 clusters Score -42887.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42941.152344 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -42941.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42957.480469 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -42957.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42977.394531 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -42977.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43012.652344 Penalty: 2954.095215
	Iteration 7Q: 3 clusters Score -43012.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43048.675781 Penalty: 2954.095215
	Iteration 8Q: 3 clusters Score -43048.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43063.800781 Penalty: 2954.095215
	Iteration 9Q: 3 clusters Score -43063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43096.609375 Penalty: 2954.095215
	Iteration 10Q: 3 clusters Score -43096.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43149.453125 Penalty: 2954.095215
	Iteration 11Q: 3 clusters Score -43149.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43232.695312 Penalty: 2954.095215
	Iteration 12Q: 3 clusters Score -43232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43284.820312 Penalty: 2954.095215
	Iteration 13Q: 3 clusters Score -43284.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43301.472656 Penalty: 2954.095215
	Iteration 14Q: 3 clusters Score -43301.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43303.785156 Penalty: 2954.095215
	Iteration 15Q: 3 clusters Score -43303.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43303.785156 Penalty: 2954.095215
	Iteration 16F: 3 clusters Score -43303.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1859959.875000 Penalty: 2379.101562
	Iteration 0F: 2 clusters Score -1859960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1849328.625000 Penalty: 4758.203125
	Iteration 0F: 3 clusters Score -1849329 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1852908.750000 Penalty: 4758.203125
	Iteration 1F: 3 clusters Score -1852909 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1853701.625000 Penalty: 4758.203125
	Iteration 2F: 3 clusters Score -1853702 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1854442.625000 Penalty: 4758.203125
	Iteration 3F: 3 clusters Score -1854443 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1855233.125000 Penalty: 4758.203125
	Iteration 4F: 3 clusters Score -1855233 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1856076.250000 Penalty: 4758.203125
	Iteration 5F: 3 clusters Score -1856076 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1856904.125000 Penalty: 4758.203125
	Iteration 6F: 3 clusters Score -1856904 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1857644.250000 Penalty: 4758.203125
	Iteration 7F: 3 clusters Score -1857644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1858270.000000 Penalty: 4758.203125
	Iteration 8Q: 3 clusters Score -1858270 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1858750.875000 Penalty: 4758.203125
	Iteration 9Q: 3 clusters Score -1858751 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1859096.125000 Penalty: 4758.203125
	Iteration 10Q: 3 clusters Score -1859096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1859317.750000 Penalty: 4758.203125
	Iteration 11Q: 3 clusters Score -1859318 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1859496.375000 Penalty: 4758.203125
	Iteration 12Q: 3 clusters Score -1859496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1859645.250000 Penalty: 4758.203125
	Iteration 13Q: 3 clusters Score -1859645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1859776.125000 Penalty: 4758.203125
	Iteration 14Q: 3 clusters Score -1859776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1859830.250000 Penalty: 4758.203125
	Iteration 15Q: 3 clusters Score -1859830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1859866.250000 Penalty: 4758.203125
	Iteration 16Q: 3 clusters Score -1859866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1859892.000000 Penalty: 4758.203125
	Iteration 17Q: 3 clusters Score -1859892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1859909.375000 Penalty: 4758.203125
	Iteration 18Q: 3 clusters Score -1859909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1859913.750000 Penalty: 4758.203125
	Iteration 19Q: 3 clusters Score -1859914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1859920.875000 Penalty: 4758.203125
	Iteration 20F: 3 clusters Score -1859921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1859921.000000 Penalty: 4758.203125
	Iteration 21Q: 3 clusters Score -1859921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1859922.750000 Penalty: 4758.203125
	Iteration 22Q: 3 clusters Score -1859923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1859922.125000 Penalty: 4758.203125
	Iteration 23Q: 3 clusters Score -1859922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1859923.250000 Penalty: 4758.203125
	Iteration 24Q: 3 clusters Score -1859923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1859923.250000 Penalty: 4758.203125
	Iteration 25F: 3 clusters Score -1859923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174945 members 
Entering Unmasked Estep 
Score: -23542996.000000 Penalty: 2993.912109
	Iteration 0F: 2 clusters Score -2.3543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -23430596.000000 Penalty: 5987.824219
	Iteration 0F: 3 clusters Score -2.34306e+07 nChanged 83773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -23479324.000000 Penalty: 5987.824219
	Iteration 1F: 3 clusters Score -2.347932e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -23481194.000000 Penalty: 5987.824219
	Iteration 2Q: 3 clusters Score -2.348119e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -23484414.000000 Penalty: 5987.824219
	Iteration 3Q: 3 clusters Score -2.348441e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -23490820.000000 Penalty: 5987.824219
	Iteration 4F: 3 clusters Score -2.349082e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -23500940.000000 Penalty: 5987.824219
	Iteration 5F: 3 clusters Score -2.350094e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -23514048.000000 Penalty: 5987.824219
	Iteration 6F: 3 clusters Score -2.351405e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -23526218.000000 Penalty: 5987.824219
	Iteration 7F: 3 clusters Score -2.352622e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -23533968.000000 Penalty: 5987.824219
	Iteration 8Q: 3 clusters Score -2.353397e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -23537658.000000 Penalty: 5987.824219
	Iteration 9Q: 3 clusters Score -2.353766e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 162142 members 
Entering Unmasked Estep 
Score: -23539306.000000 Penalty: 5987.824219
	Iteration 10Q: 3 clusters Score -2.353931e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -23540096.000000 Penalty: 5987.824219
	Iteration 11Q: 3 clusters Score -2.35401e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -23540600.000000 Penalty: 5987.824219
	Iteration 12Q: 3 clusters Score -2.35406e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 166254 members 
Entering Unmasked Estep 
Score: -23540882.000000 Penalty: 5987.824219
	Iteration 13Q: 3 clusters Score -2.354088e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 167237 members 
Entering Unmasked Estep 
Score: -23541100.000000 Penalty: 5987.824219
	Iteration 14Q: 3 clusters Score -2.35411e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -23541220.000000 Penalty: 5987.824219
	Iteration 15Q: 3 clusters Score -2.354122e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -23541258.000000 Penalty: 5987.824219
	Iteration 16Q: 3 clusters Score -2.354126e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -23541348.000000 Penalty: 5987.824219
	Iteration 17Q: 3 clusters Score -2.354135e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -23541386.000000 Penalty: 5987.824219
	Iteration 18Q: 3 clusters Score -2.354139e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -23541488.000000 Penalty: 5987.824219
	Iteration 19Q: 3 clusters Score -2.354149e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 170436 members 
Entering Unmasked Estep 
Score: -23541504.000000 Penalty: 5987.824219
	Iteration 20F: 3 clusters Score -2.35415e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -23541506.000000 Penalty: 5987.824219
	Iteration 21Q: 3 clusters Score -2.354151e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -23541542.000000 Penalty: 5987.824219
	Iteration 22Q: 3 clusters Score -2.354154e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 171208 members 
Entering Unmasked Estep 
Score: -23541568.000000 Penalty: 5987.824219
	Iteration 23Q: 3 clusters Score -2.354157e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 171419 members 
Entering Unmasked Estep 
Score: -23541588.000000 Penalty: 5987.824219
	Iteration 24Q: 3 clusters Score -2.354159e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -23541578.000000 Penalty: 5987.824219
	Iteration 25Q: 3 clusters Score -2.354158e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -23541526.000000 Penalty: 5987.824219
	Iteration 26Q: 3 clusters Score -2.354153e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -23541538.000000 Penalty: 5987.824219
	Iteration 27Q: 3 clusters Score -2.354154e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 172031 members 
Entering Unmasked Estep 
Score: -23541534.000000 Penalty: 5987.824219
	Iteration 28Q: 3 clusters Score -2.354153e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 172139 members 
Entering Unmasked Estep 
Score: -23541574.000000 Penalty: 5987.824219
	Iteration 29Q: 3 clusters Score -2.354157e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 172219 members 
Entering Unmasked Estep 
Score: -23541616.000000 Penalty: 5987.824219
	Iteration 30Q: 3 clusters Score -2.354162e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -23541634.000000 Penalty: 5987.824219
	Iteration 31Q: 3 clusters Score -2.354163e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 172354 members 
Entering Unmasked Estep 
Score: -23541694.000000 Penalty: 5987.824219
	Iteration 32Q: 3 clusters Score -2.354169e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -23541694.000000 Penalty: 5987.824219
	Iteration 33Q: 3 clusters Score -2.354169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -23541640.000000 Penalty: 5987.824219
	Iteration 34Q: 3 clusters Score -2.354164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
Score: -23541634.000000 Penalty: 5987.824219
	Iteration 35Q: 3 clusters Score -2.354163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 172566 members 
Entering Unmasked Estep 
Score: -23541644.000000 Penalty: 5987.824219
	Iteration 36Q: 3 clusters Score -2.354164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -23541630.000000 Penalty: 5987.824219
	Iteration 37Q: 3 clusters Score -2.354163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -23541628.000000 Penalty: 5987.824219
	Iteration 38Q: 3 clusters Score -2.354163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 172654 members 
Entering Unmasked Estep 
Score: -23541624.000000 Penalty: 5987.824219
	Iteration 39Q: 3 clusters Score -2.354162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -23541636.000000 Penalty: 5987.824219
	Iteration 40F: 3 clusters Score -2.354164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -23541636.000000 Penalty: 5987.824219
	Iteration 41Q: 3 clusters Score -2.354164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 172714 members 
Entering Unmasked Estep 
Score: -23541648.000000 Penalty: 5987.824219
	Iteration 42Q: 3 clusters Score -2.354165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -23541646.000000 Penalty: 5987.824219
	Iteration 43Q: 3 clusters Score -2.354165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 172739 members 
Entering Unmasked Estep 
Score: -23541648.000000 Penalty: 5987.824219
	Iteration 44Q: 3 clusters Score -2.354165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 172752 members 
Entering Unmasked Estep 
Score: -23541632.000000 Penalty: 5987.824219
	Iteration 45Q: 3 clusters Score -2.354163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -23541596.000000 Penalty: 5987.824219
	Iteration 46Q: 3 clusters Score -2.35416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 172768 members 
Entering Unmasked Estep 
Score: -23541586.000000 Penalty: 5987.824219
	Iteration 47Q: 3 clusters Score -2.354159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -23541596.000000 Penalty: 5987.824219
	Iteration 48Q: 3 clusters Score -2.35416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -23541592.000000 Penalty: 5987.824219
	Iteration 49Q: 3 clusters Score -2.354159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -23541590.000000 Penalty: 5987.824219
	Iteration 50Q: 3 clusters Score -2.354159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 172783 members 
Entering Unmasked Estep 
Score: -23541600.000000 Penalty: 5987.824219
	Iteration 51Q: 3 clusters Score -2.35416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -23541590.000000 Penalty: 5987.824219
	Iteration 52Q: 3 clusters Score -2.354159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 172788 members 
Entering Unmasked Estep 
Score: -23541588.000000 Penalty: 5987.824219
	Iteration 53Q: 3 clusters Score -2.354159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 172791 members 
Entering Unmasked Estep 
Score: -23541586.000000 Penalty: 5987.824219
	Iteration 54Q: 3 clusters Score -2.354159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 172796 members 
Entering Unmasked Estep 
Score: -23541584.000000 Penalty: 5987.824219
	Iteration 55Q: 3 clusters Score -2.354158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 172800 members 
Entering Unmasked Estep 
Score: -23541596.000000 Penalty: 5987.824219
	Iteration 56Q: 3 clusters Score -2.35416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 172802 members 
Entering Unmasked Estep 
Score: -23541590.000000 Penalty: 5987.824219
	Iteration 57Q: 3 clusters Score -2.354159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 172807 members 
Entering Unmasked Estep 
Score: -23541614.000000 Penalty: 5987.824219
	Iteration 58Q: 3 clusters Score -2.354161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -23541612.000000 Penalty: 5987.824219
	Iteration 59Q: 3 clusters Score -2.354161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 172822 members 
Entering Unmasked Estep 
Score: -23541630.000000 Penalty: 5987.824219
	Iteration 60F: 3 clusters Score -2.354163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -23541632.000000 Penalty: 5987.824219
	Iteration 61Q: 3 clusters Score -2.354163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 172841 members 
Entering Unmasked Estep 
Score: -23541634.000000 Penalty: 5987.824219
	Iteration 62Q: 3 clusters Score -2.354163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -23541644.000000 Penalty: 5987.824219
	Iteration 63Q: 3 clusters Score -2.354164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -23541634.000000 Penalty: 5987.824219
	Iteration 64Q: 3 clusters Score -2.354163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -23541636.000000 Penalty: 5987.824219
	Iteration 65Q: 3 clusters Score -2.354164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -23541648.000000 Penalty: 5987.824219
	Iteration 66Q: 3 clusters Score -2.354165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 172883 members 
Entering Unmasked Estep 
Score: -23541636.000000 Penalty: 5987.824219
	Iteration 67Q: 3 clusters Score -2.354164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 172895 members 
Entering Unmasked Estep 
Score: -23541644.000000 Penalty: 5987.824219
	Iteration 68Q: 3 clusters Score -2.354164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 172906 members 
Entering Unmasked Estep 
Score: -23541646.000000 Penalty: 5987.824219
	Iteration 69Q: 3 clusters Score -2.354165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 172916 members 
Entering Unmasked Estep 
Score: -23541630.000000 Penalty: 5987.824219
	Iteration 70Q: 3 clusters Score -2.354163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 172925 members 
Entering Unmasked Estep 
Score: -23541632.000000 Penalty: 5987.824219
	Iteration 71Q: 3 clusters Score -2.354163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -23541628.000000 Penalty: 5987.824219
	Iteration 72Q: 3 clusters Score -2.354163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 172931 members 
Entering Unmasked Estep 
Score: -23541628.000000 Penalty: 5987.824219
	Iteration 73Q: 3 clusters Score -2.354163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -23541616.000000 Penalty: 5987.824219
	Iteration 74Q: 3 clusters Score -2.354162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 172931 members 
Entering Unmasked Estep 
Score: -23541618.000000 Penalty: 5987.824219
	Iteration 75Q: 3 clusters Score -2.354162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 172931 members 
Entering Unmasked Estep 
Score: -23541618.000000 Penalty: 5987.824219
	Iteration 76F: 3 clusters Score -2.354162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Entering Unmasked Estep 
Score: -5291665.500000 Penalty: 2621.081787
	Iteration 0F: 2 clusters Score -5291666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -5265433.500000 Penalty: 5242.163574
	Iteration 0F: 3 clusters Score -5265434 nChanged 17676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -5274994.500000 Penalty: 5242.163574
	Iteration 1F: 3 clusters Score -5274994 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -5275443.000000 Penalty: 5242.163574
	Iteration 2Q: 3 clusters Score -5275443 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5276018.500000 Penalty: 5242.163574
	Iteration 3Q: 3 clusters Score -5276018 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5276753.000000 Penalty: 5242.163574
	Iteration 4Q: 3 clusters Score -5276753 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -5277792.000000 Penalty: 5242.163574
	Iteration 5F: 3 clusters Score -5277792 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5279281.000000 Penalty: 5242.163574
	Iteration 6F: 3 clusters Score -5279281 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5281202.000000 Penalty: 5242.163574
	Iteration 7F: 3 clusters Score -5281202 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -5283547.500000 Penalty: 5242.163574
	Iteration 8F: 3 clusters Score -5283548 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5285756.000000 Penalty: 5242.163574
	Iteration 9F: 3 clusters Score -5285756 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5287460.500000 Penalty: 5242.163574
	Iteration 10Q: 3 clusters Score -5287460 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -5288451.000000 Penalty: 5242.163574
	Iteration 11Q: 3 clusters Score -5288451 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5288943.000000 Penalty: 5242.163574
	Iteration 12Q: 3 clusters Score -5288943 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -5289139.500000 Penalty: 5242.163574
	Iteration 13Q: 3 clusters Score -5289140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -5289238.000000 Penalty: 5242.163574
	Iteration 14Q: 3 clusters Score -5289238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5289283.000000 Penalty: 5242.163574
	Iteration 15Q: 3 clusters Score -5289283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5289322.000000 Penalty: 5242.163574
	Iteration 16Q: 3 clusters Score -5289322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5289342.500000 Penalty: 5242.163574
	Iteration 17Q: 3 clusters Score -5289342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5289341.500000 Penalty: 5242.163574
	Iteration 18Q: 3 clusters Score -5289342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5289359.000000 Penalty: 5242.163574
	Iteration 19Q: 3 clusters Score -5289359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5289366.000000 Penalty: 5242.163574
	Iteration 20F: 3 clusters Score -5289366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5289368.000000 Penalty: 5242.163574
	Iteration 21Q: 3 clusters Score -5289368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5289368.000000 Penalty: 5242.163574
	Iteration 22F: 3 clusters Score -5289368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Entering Unmasked Estep 
Score: -8309976.500000 Penalty: 2743.882324
	Iteration 0F: 2 clusters Score -8309976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -8267153.000000 Penalty: 5487.764648
	Iteration 0F: 3 clusters Score -8267153 nChanged 29718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -8284230.500000 Penalty: 5487.764648
	Iteration 1F: 3 clusters Score -8284230 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -8285084.000000 Penalty: 5487.764648
	Iteration 2Q: 3 clusters Score -8285084 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -8286286.500000 Penalty: 5487.764648
	Iteration 3Q: 3 clusters Score -8286286 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8288262.000000 Penalty: 5487.764648
	Iteration 4F: 3 clusters Score -8288262 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8291458.000000 Penalty: 5487.764648
	Iteration 5F: 3 clusters Score -8291458 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8296119.500000 Penalty: 5487.764648
	Iteration 6F: 3 clusters Score -8296120 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -8301303.500000 Penalty: 5487.764648
	Iteration 7F: 3 clusters Score -8301304 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -8305063.500000 Penalty: 5487.764648
	Iteration 8F: 3 clusters Score -8305064 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -8306911.500000 Penalty: 5487.764648
	Iteration 9Q: 3 clusters Score -8306912 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -8307572.500000 Penalty: 5487.764648
	Iteration 10Q: 3 clusters Score -8307572 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -8307764.000000 Penalty: 5487.764648
	Iteration 11Q: 3 clusters Score -8307764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -8307854.000000 Penalty: 5487.764648
	Iteration 12Q: 3 clusters Score -8307854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8307897.000000 Penalty: 5487.764648
	Iteration 13Q: 3 clusters Score -8307897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -8307920.500000 Penalty: 5487.764648
	Iteration 14Q: 3 clusters Score -8307920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -8307943.000000 Penalty: 5487.764648
	Iteration 15Q: 3 clusters Score -8307943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -8307964.500000 Penalty: 5487.764648
	Iteration 16Q: 3 clusters Score -8307964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -8307966.000000 Penalty: 5487.764648
	Iteration 17Q: 3 clusters Score -8307966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8307982.000000 Penalty: 5487.764648
	Iteration 18Q: 3 clusters Score -8307982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -8307991.500000 Penalty: 5487.764648
	Iteration 19Q: 3 clusters Score -8307992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -8307998.000000 Penalty: 5487.764648
	Iteration 20F: 3 clusters Score -8307998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -8307999.000000 Penalty: 5487.764648
	Iteration 21Q: 3 clusters Score -8307999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8307989.500000 Penalty: 5487.764648
	Iteration 22Q: 3 clusters Score -8307990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -8307999.000000 Penalty: 5487.764648
	Iteration 23Q: 3 clusters Score -8307999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8308000.500000 Penalty: 5487.764648
	Iteration 24Q: 3 clusters Score -8308000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -8307999.000000 Penalty: 5487.764648
	Iteration 25Q: 3 clusters Score -8307999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -8308000.000000 Penalty: 5487.764648
	Iteration 26Q: 3 clusters Score -8308000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8308004.000000 Penalty: 5487.764648
	Iteration 27Q: 3 clusters Score -8308004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -8307998.000000 Penalty: 5487.764648
	Iteration 28Q: 3 clusters Score -8307998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8307998.000000 Penalty: 5487.764648
	Iteration 29Q: 3 clusters Score -8307998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8307997.000000 Penalty: 5487.764648
	Iteration 30Q: 3 clusters Score -8307997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -8307996.000000 Penalty: 5487.764648
	Iteration 31Q: 3 clusters Score -8307996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -8307994.000000 Penalty: 5487.764648
	Iteration 32Q: 3 clusters Score -8307994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8307995.500000 Penalty: 5487.764648
	Iteration 33Q: 3 clusters Score -8307996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8307995.500000 Penalty: 5487.764648
	Iteration 34F: 3 clusters Score -8307996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -365497.687500 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -365497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -362487.687500 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -362487.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -363053.750000 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -363053.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -363199.375000 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -363199.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -363265.750000 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -363265.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363309.250000 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -363309.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -363340.593750 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -363340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -363355.656250 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -363355.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -363369.968750 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -363370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -363380.062500 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -363380.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -363388.531250 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -363388.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -363395.093750 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -363395.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -363403.750000 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -363403.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -363412.968750 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -363413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -363419.531250 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -363419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -363424.968750 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -363425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363428.093750 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -363428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363428.781250 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -363428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363430.156250 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -363430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363431.156250 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -363431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -363433.375000 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -363433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -363433.625000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -363433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -41057.429688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -41057.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39745.281250 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -39745.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40066.976562 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -40066.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40187.128906 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -40187.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40290.878906 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -40290.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40334.816406 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -40334.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40366.585938 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -40366.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40396.917969 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -40396.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40449.679688 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -40449.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40487.152344 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -40487.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40498.257812 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -40498.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40508.437500 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -40508.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40508.437500 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -40508.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Entering Unmasked Estep 
Score: -9010474.000000 Penalty: 2755.264648
	Iteration 0F: 2 clusters Score -9010474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -8965584.000000 Penalty: 5510.529297
	Iteration 0F: 3 clusters Score -8965584 nChanged 31108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8983211.000000 Penalty: 5510.529297
	Iteration 1F: 3 clusters Score -8983211 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -8983731.000000 Penalty: 5510.529297
	Iteration 2Q: 3 clusters Score -8983731 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8984231.000000 Penalty: 5510.529297
	Iteration 3Q: 3 clusters Score -8984231 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -8984946.000000 Penalty: 5510.529297
	Iteration 4Q: 3 clusters Score -8984946 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8985817.000000 Penalty: 5510.529297
	Iteration 5Q: 3 clusters Score -8985817 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -8987182.000000 Penalty: 5510.529297
	Iteration 6Q: 3 clusters Score -8987182 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8989331.000000 Penalty: 5510.529297
	Iteration 7F: 3 clusters Score -8989331 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -8992599.000000 Penalty: 5510.529297
	Iteration 8F: 3 clusters Score -8992599 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8996915.000000 Penalty: 5510.529297
	Iteration 9F: 3 clusters Score -8996915 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9000716.000000 Penalty: 5510.529297
	Iteration 10F: 3 clusters Score -9000716 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -9002783.000000 Penalty: 5510.529297
	Iteration 11Q: 3 clusters Score -9002783 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9003605.000000 Penalty: 5510.529297
	Iteration 12Q: 3 clusters Score -9003605 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -9004078.000000 Penalty: 5510.529297
	Iteration 13Q: 3 clusters Score -9004078 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -9004364.000000 Penalty: 5510.529297
	Iteration 14Q: 3 clusters Score -9004364 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -9004634.000000 Penalty: 5510.529297
	Iteration 15Q: 3 clusters Score -9004634 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -9004925.000000 Penalty: 5510.529297
	Iteration 16Q: 3 clusters Score -9004925 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -9005158.000000 Penalty: 5510.529297
	Iteration 17Q: 3 clusters Score -9005158 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -9005332.000000 Penalty: 5510.529297
	Iteration 18Q: 3 clusters Score -9005332 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -9005569.000000 Penalty: 5510.529297
	Iteration 19Q: 3 clusters Score -9005569 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -9005809.000000 Penalty: 5510.529297
	Iteration 20F: 3 clusters Score -9005809 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -9005997.000000 Penalty: 5510.529297
	Iteration 21Q: 3 clusters Score -9005997 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -9006140.000000 Penalty: 5510.529297
	Iteration 22Q: 3 clusters Score -9006140 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -9006366.000000 Penalty: 5510.529297
	Iteration 23Q: 3 clusters Score -9006366 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -9006603.000000 Penalty: 5510.529297
	Iteration 24Q: 3 clusters Score -9006603 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -9006768.000000 Penalty: 5510.529297
	Iteration 25Q: 3 clusters Score -9006768 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -9006980.000000 Penalty: 5510.529297
	Iteration 26Q: 3 clusters Score -9006980 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -9007112.000000 Penalty: 5510.529297
	Iteration 27Q: 3 clusters Score -9007112 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -9007287.000000 Penalty: 5510.529297
	Iteration 28Q: 3 clusters Score -9007287 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -9007418.000000 Penalty: 5510.529297
	Iteration 29Q: 3 clusters Score -9007418 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -9007561.000000 Penalty: 5510.529297
	Iteration 30Q: 3 clusters Score -9007561 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 61929 members 
Entering Unmasked Estep 
Score: -9007636.000000 Penalty: 5510.529297
	Iteration 31Q: 3 clusters Score -9007636 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -9007760.000000 Penalty: 5510.529297
	Iteration 32Q: 3 clusters Score -9007760 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -9007829.000000 Penalty: 5510.529297
	Iteration 33Q: 3 clusters Score -9007829 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -9007894.000000 Penalty: 5510.529297
	Iteration 34Q: 3 clusters Score -9007894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -9007956.000000 Penalty: 5510.529297
	Iteration 35Q: 3 clusters Score -9007956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -9007993.000000 Penalty: 5510.529297
	Iteration 36Q: 3 clusters Score -9007993 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -9008034.000000 Penalty: 5510.529297
	Iteration 37Q: 3 clusters Score -9008034 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -9008076.000000 Penalty: 5510.529297
	Iteration 38Q: 3 clusters Score -9008076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9008084.000000 Penalty: 5510.529297
	Iteration 39Q: 3 clusters Score -9008084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -9008129.000000 Penalty: 5510.529297
	Iteration 40F: 3 clusters Score -9008129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -9008130.000000 Penalty: 5510.529297
	Iteration 41Q: 3 clusters Score -9008130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -9008188.000000 Penalty: 5510.529297
	Iteration 42Q: 3 clusters Score -9008188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -9008200.000000 Penalty: 5510.529297
	Iteration 43Q: 3 clusters Score -9008200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -9008247.000000 Penalty: 5510.529297
	Iteration 44Q: 3 clusters Score -9008247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -9008252.000000 Penalty: 5510.529297
	Iteration 45Q: 3 clusters Score -9008252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -9008262.000000 Penalty: 5510.529297
	Iteration 46Q: 3 clusters Score -9008262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -9008284.000000 Penalty: 5510.529297
	Iteration 47Q: 3 clusters Score -9008284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -9008306.000000 Penalty: 5510.529297
	Iteration 48Q: 3 clusters Score -9008306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -9008327.000000 Penalty: 5510.529297
	Iteration 49Q: 3 clusters Score -9008327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -9008333.000000 Penalty: 5510.529297
	Iteration 50Q: 3 clusters Score -9008333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -9008350.000000 Penalty: 5510.529297
	Iteration 51Q: 3 clusters Score -9008350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -9008359.000000 Penalty: 5510.529297
	Iteration 52Q: 3 clusters Score -9008359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -9008365.000000 Penalty: 5510.529297
	Iteration 53Q: 3 clusters Score -9008365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -9008346.000000 Penalty: 5510.529297
	Iteration 54Q: 3 clusters Score -9008346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -9008349.000000 Penalty: 5510.529297
	Iteration 55Q: 3 clusters Score -9008349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -9008361.000000 Penalty: 5510.529297
	Iteration 56Q: 3 clusters Score -9008361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -9008369.000000 Penalty: 5510.529297
	Iteration 57Q: 3 clusters Score -9008369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -9008368.000000 Penalty: 5510.529297
	Iteration 58Q: 3 clusters Score -9008368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -9008370.000000 Penalty: 5510.529297
	Iteration 59Q: 3 clusters Score -9008370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -9008366.000000 Penalty: 5510.529297
	Iteration 60F: 3 clusters Score -9008366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -9008366.000000 Penalty: 5510.529297
	Iteration 61Q: 3 clusters Score -9008366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9008369.000000 Penalty: 5510.529297
	Iteration 62Q: 3 clusters Score -9008369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -9008380.000000 Penalty: 5510.529297
	Iteration 63Q: 3 clusters Score -9008380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -9008370.000000 Penalty: 5510.529297
	Iteration 64Q: 3 clusters Score -9008370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -9008371.000000 Penalty: 5510.529297
	Iteration 65Q: 3 clusters Score -9008371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -9008374.000000 Penalty: 5510.529297
	Iteration 66Q: 3 clusters Score -9008374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -9008381.000000 Penalty: 5510.529297
	Iteration 67Q: 3 clusters Score -9008381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -9008379.000000 Penalty: 5510.529297
	Iteration 68Q: 3 clusters Score -9008379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -9008382.000000 Penalty: 5510.529297
	Iteration 69Q: 3 clusters Score -9008382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -9008380.000000 Penalty: 5510.529297
	Iteration 70Q: 3 clusters Score -9008380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -9008381.000000 Penalty: 5510.529297
	Iteration 71Q: 3 clusters Score -9008381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -9008381.000000 Penalty: 5510.529297
	Iteration 72F: 3 clusters Score -9008381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -2356222.750000 Penalty: 2425.879395
	Iteration 0F: 2 clusters Score -2356223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2343609.250000 Penalty: 4851.758789
	Iteration 0F: 3 clusters Score -2343609 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2347671.250000 Penalty: 4851.758789
	Iteration 1F: 3 clusters Score -2347671 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2348028.750000 Penalty: 4851.758789
	Iteration 2F: 3 clusters Score -2348029 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2348305.250000 Penalty: 4851.758789
	Iteration 3Q: 3 clusters Score -2348305 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2348591.250000 Penalty: 4851.758789
	Iteration 4Q: 3 clusters Score -2348591 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2348949.750000 Penalty: 4851.758789
	Iteration 5Q: 3 clusters Score -2348950 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2349377.000000 Penalty: 4851.758789
	Iteration 6Q: 3 clusters Score -2349377 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2349977.000000 Penalty: 4851.758789
	Iteration 7F: 3 clusters Score -2349977 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2350743.750000 Penalty: 4851.758789
	Iteration 8F: 3 clusters Score -2350744 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2351665.500000 Penalty: 4851.758789
	Iteration 9F: 3 clusters Score -2351666 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2352524.250000 Penalty: 4851.758789
	Iteration 10F: 3 clusters Score -2352524 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2353217.750000 Penalty: 4851.758789
	Iteration 11Q: 3 clusters Score -2353218 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2353792.500000 Penalty: 4851.758789
	Iteration 12Q: 3 clusters Score -2353792 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2354290.000000 Penalty: 4851.758789
	Iteration 13Q: 3 clusters Score -2354290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2354597.250000 Penalty: 4851.758789
	Iteration 14Q: 3 clusters Score -2354597 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2354722.250000 Penalty: 4851.758789
	Iteration 15Q: 3 clusters Score -2354722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2354788.000000 Penalty: 4851.758789
	Iteration 16Q: 3 clusters Score -2354788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2354808.500000 Penalty: 4851.758789
	Iteration 17Q: 3 clusters Score -2354808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2354834.750000 Penalty: 4851.758789
	Iteration 18Q: 3 clusters Score -2354835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2354857.250000 Penalty: 4851.758789
	Iteration 19Q: 3 clusters Score -2354857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2354873.250000 Penalty: 4851.758789
	Iteration 20F: 3 clusters Score -2354873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2354880.250000 Penalty: 4851.758789
	Iteration 21Q: 3 clusters Score -2354880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2354883.750000 Penalty: 4851.758789
	Iteration 22Q: 3 clusters Score -2354884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2354885.250000 Penalty: 4851.758789
	Iteration 23Q: 3 clusters Score -2354885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2354887.250000 Penalty: 4851.758789
	Iteration 24Q: 3 clusters Score -2354887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2354891.250000 Penalty: 4851.758789
	Iteration 25Q: 3 clusters Score -2354891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2354894.750000 Penalty: 4851.758789
	Iteration 26Q: 3 clusters Score -2354895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2354895.500000 Penalty: 4851.758789
	Iteration 27Q: 3 clusters Score -2354896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2354898.250000 Penalty: 4851.758789
	Iteration 28Q: 3 clusters Score -2354898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2354898.750000 Penalty: 4851.758789
	Iteration 29Q: 3 clusters Score -2354899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2354896.000000 Penalty: 4851.758789
	Iteration 30Q: 3 clusters Score -2354896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2354896.750000 Penalty: 4851.758789
	Iteration 31Q: 3 clusters Score -2354897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2354896.750000 Penalty: 4851.758789
	Iteration 32Q: 3 clusters Score -2354897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2354897.500000 Penalty: 4851.758789
	Iteration 33Q: 3 clusters Score -2354898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2354897.000000 Penalty: 4851.758789
	Iteration 34Q: 3 clusters Score -2354897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2354894.500000 Penalty: 4851.758789
	Iteration 35Q: 3 clusters Score -2354894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2354895.250000 Penalty: 4851.758789
	Iteration 36Q: 3 clusters Score -2354895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2354895.500000 Penalty: 4851.758789
	Iteration 37Q: 3 clusters Score -2354896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2354895.750000 Penalty: 4851.758789
	Iteration 38Q: 3 clusters Score -2354896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2354895.500000 Penalty: 4851.758789
	Iteration 39Q: 3 clusters Score -2354896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2354899.750000 Penalty: 4851.758789
	Iteration 40F: 3 clusters Score -2354900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (174641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Entering Unmasked Estep 
Score: -23630216.000000 Penalty: 2993.480957
	Iteration 0F: 2 clusters Score -2.363022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -23515910.000000 Penalty: 5986.961914
	Iteration 0F: 3 clusters Score -2.351591e+07 nChanged 83395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -23563924.000000 Penalty: 5986.961914
	Iteration 1F: 3 clusters Score -2.356392e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -23564660.000000 Penalty: 5986.961914
	Iteration 2Q: 3 clusters Score -2.356466e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -23565340.000000 Penalty: 5986.961914
	Iteration 3Q: 3 clusters Score -2.356534e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -23566322.000000 Penalty: 5986.961914
	Iteration 4Q: 3 clusters Score -2.356632e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -23567720.000000 Penalty: 5986.961914
	Iteration 5Q: 3 clusters Score -2.356772e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -23570382.000000 Penalty: 5986.961914
	Iteration 6Q: 3 clusters Score -2.357038e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -23575398.000000 Penalty: 5986.961914
	Iteration 7F: 3 clusters Score -2.35754e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -23584922.000000 Penalty: 5986.961914
	Iteration 8F: 3 clusters Score -2.358492e+07 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -23599384.000000 Penalty: 5986.961914
	Iteration 9F: 3 clusters Score -2.359938e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -23613398.000000 Penalty: 5986.961914
	Iteration 10F: 3 clusters Score -2.36134e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -23622452.000000 Penalty: 5986.961914
	Iteration 11F: 3 clusters Score -2.362245e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23626056.000000 Penalty: 5986.961914
	Iteration 12Q: 3 clusters Score -2.362606e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23627046.000000 Penalty: 5986.961914
	Iteration 13Q: 3 clusters Score -2.362705e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23627292.000000 Penalty: 5986.961914
	Iteration 14Q: 3 clusters Score -2.362729e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174408 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23627374.000000 Penalty: 5986.961914
	Iteration 15Q: 3 clusters Score -2.362737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174434 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23627422.000000 Penalty: 5986.961914
	Iteration 16Q: 3 clusters Score -2.362742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174444 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23627476.000000 Penalty: 5986.961914
	Iteration 17Q: 3 clusters Score -2.362748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174453 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23627498.000000 Penalty: 5986.961914
	Iteration 18Q: 3 clusters Score -2.36275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23627516.000000 Penalty: 5986.961914
	Iteration 19Q: 3 clusters Score -2.362752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23627544.000000 Penalty: 5986.961914
	Iteration 20F: 3 clusters Score -2.362754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23627534.000000 Penalty: 5986.961914
	Iteration 21Q: 3 clusters Score -2.362753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23627534.000000 Penalty: 5986.961914
	Iteration 22Q: 3 clusters Score -2.362753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23627540.000000 Penalty: 5986.961914
	Iteration 23Q: 3 clusters Score -2.362754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23627542.000000 Penalty: 5986.961914
	Iteration 24Q: 3 clusters Score -2.362754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23627542.000000 Penalty: 5986.961914
	Iteration 25F: 3 clusters Score -2.362754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -632481.375000 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -632481.4 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 2461 members 
Entering Unmasked Estep 
Score: -627951.625000 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -627951.6 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -629110.625000 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -629110.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -629483.125000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -629483.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -629801.562500 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -629801.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -630044.375000 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -630044.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -630254.937500 Penalty: 4220.443848
	Iteration 5F: 3 clusters Score -630254.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -630432.187500 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -630432.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -630562.437500 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -630562.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -630648.937500 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -630648.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -630709.375000 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -630709.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -630755.375000 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -630755.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -630789.000000 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -630789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -630812.062500 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -630812.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630830.687500 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -630830.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -630842.187500 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -630842.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -630852.125000 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -630852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -630857.250000 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -630857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -630864.250000 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -630864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -630872.125000 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -630872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -630878.812500 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -630878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -630883.375000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -630883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -630886.312500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -630886.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -630890.000000 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -630890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -630890.000000 Penalty: 4220.443848
	Iteration 23F: 3 clusters Score -630890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193294 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234806 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100163 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74441 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155660 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 174945 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 63834 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66832 members 
Mstep: Class 21 contains 17708 members 
Mstep: Class 22 contains 174641 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370496.000000 Penalty: 77098.109375
Iteration 479Q: 23 clusters Score -1.803705e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193295 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234787 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100167 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74434 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155704 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 174951 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 63829 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66840 members 
Mstep: Class 21 contains 17714 members 
Mstep: Class 22 contains 174613 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370448.000000 Penalty: 77098.109375
Iteration 480F: 23 clusters Score -1.803704e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193295 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234779 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100168 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74423 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155738 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 174958 members 
Mstep: Class 15 contains 38896 members 
Mstep: Class 16 contains 63826 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66845 members 
Mstep: Class 21 contains 17720 members 
Mstep: Class 22 contains 174582 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 481Q: 23 clusters Score -1.803703e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193293 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234780 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100173 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74408 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155746 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 174962 members 
Mstep: Class 15 contains 38895 members 
Mstep: Class 16 contains 63824 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66853 members 
Mstep: Class 21 contains 17728 members 
Mstep: Class 22 contains 174563 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370144.000000 Penalty: 77098.109375
Iteration 482Q: 23 clusters Score -1.803701e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193293 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234783 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100168 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74390 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155755 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 174958 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 63819 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66861 members 
Mstep: Class 21 contains 17737 members 
Mstep: Class 22 contains 174557 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370128.000000 Penalty: 77098.109375
Iteration 483Q: 23 clusters Score -1.803701e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193291 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234793 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100164 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74376 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155756 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14683 members 
Mstep: Class 14 contains 174952 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66861 members 
Mstep: Class 21 contains 17738 members 
Mstep: Class 22 contains 174569 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370192.000000 Penalty: 77098.109375
Iteration 484Q: 23 clusters Score -1.803702e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193292 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234789 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100160 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74362 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155752 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 174952 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 63820 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66862 members 
Mstep: Class 21 contains 17737 members 
Mstep: Class 22 contains 174587 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370256.000000 Penalty: 77098.109375
Iteration 485Q: 23 clusters Score -1.803703e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193298 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234787 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100155 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74352 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155756 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14699 members 
Mstep: Class 14 contains 174944 members 
Mstep: Class 15 contains 38896 members 
Mstep: Class 16 contains 63819 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66866 members 
Mstep: Class 21 contains 17735 members 
Mstep: Class 22 contains 174594 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370208.000000 Penalty: 77098.109375
Iteration 486Q: 23 clusters Score -1.803702e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193305 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234789 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100150 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74340 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155756 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 174942 members 
Mstep: Class 15 contains 38896 members 
Mstep: Class 16 contains 63819 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66869 members 
Mstep: Class 21 contains 17730 members 
Mstep: Class 22 contains 174602 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370272.000000 Penalty: 77098.109375
Iteration 487Q: 23 clusters Score -1.803703e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193310 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234785 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100150 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74327 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155762 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 174934 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 63817 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66870 members 
Mstep: Class 21 contains 17730 members 
Mstep: Class 22 contains 174604 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370240.000000 Penalty: 77098.109375
Iteration 488Q: 23 clusters Score -1.803702e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193307 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234800 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100149 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74320 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155767 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 174938 members 
Mstep: Class 15 contains 38894 members 
Mstep: Class 16 contains 63815 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66868 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 174587 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370256.000000 Penalty: 77098.109375
Iteration 489Q: 23 clusters Score -1.803703e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193300 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234800 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100151 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74314 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155771 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 174946 members 
Mstep: Class 15 contains 38894 members 
Mstep: Class 16 contains 63815 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66869 members 
Mstep: Class 21 contains 17731 members 
Mstep: Class 22 contains 174580 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370352.000000 Penalty: 77098.109375
Iteration 490Q: 23 clusters Score -1.803704e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193294 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234806 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100149 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74310 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155763 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 174950 members 
Mstep: Class 15 contains 38893 members 
Mstep: Class 16 contains 63817 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66870 members 
Mstep: Class 21 contains 17737 members 
Mstep: Class 22 contains 174575 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370384.000000 Penalty: 77098.109375
Iteration 491Q: 23 clusters Score -1.803704e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234810 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100145 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74308 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155758 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 174959 members 
Mstep: Class 15 contains 38892 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66873 members 
Mstep: Class 21 contains 17743 members 
Mstep: Class 22 contains 174571 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370064.000000 Penalty: 77098.109375
Iteration 492Q: 23 clusters Score -1.803701e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234803 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100146 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74304 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155755 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14741 members 
Mstep: Class 14 contains 174962 members 
Mstep: Class 15 contains 38892 members 
Mstep: Class 16 contains 63820 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66875 members 
Mstep: Class 21 contains 17742 members 
Mstep: Class 22 contains 174567 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370288.000000 Penalty: 77098.109375
Iteration 493Q: 23 clusters Score -1.803703e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234791 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100144 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74288 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155746 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14743 members 
Mstep: Class 14 contains 174972 members 
Mstep: Class 15 contains 38890 members 
Mstep: Class 16 contains 63823 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66882 members 
Mstep: Class 21 contains 17740 members 
Mstep: Class 22 contains 174579 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370384.000000 Penalty: 77098.109375
Iteration 494Q: 23 clusters Score -1.803704e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234788 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100140 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74281 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155736 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14747 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 63826 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66884 members 
Mstep: Class 21 contains 17738 members 
Mstep: Class 22 contains 174591 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370448.000000 Penalty: 77098.109375
Iteration 495Q: 23 clusters Score -1.803704e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193272 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234789 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100136 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74281 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155716 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 174973 members 
Mstep: Class 15 contains 38893 members 
Mstep: Class 16 contains 63829 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66884 members 
Mstep: Class 21 contains 17743 members 
Mstep: Class 22 contains 174615 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370304.000000 Penalty: 77098.109375
Iteration 496Q: 23 clusters Score -1.803703e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193274 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234793 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100135 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74272 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155697 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 174975 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 63828 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66887 members 
Mstep: Class 21 contains 17748 members 
Mstep: Class 22 contains 174629 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370400.000000 Penalty: 77098.109375
Iteration 497Q: 23 clusters Score -1.803704e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193277 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234792 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100133 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74267 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155686 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14758 members 
Mstep: Class 14 contains 174992 members 
Mstep: Class 15 contains 38889 members 
Mstep: Class 16 contains 63827 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66889 members 
Mstep: Class 21 contains 17752 members 
Mstep: Class 22 contains 174623 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370432.000000 Penalty: 77098.109375
Iteration 498Q: 23 clusters Score -1.803704e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234791 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100136 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74263 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155685 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 174998 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 63829 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66892 members 
Mstep: Class 21 contains 17760 members 
Mstep: Class 22 contains 174604 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370432.000000 Penalty: 77098.109375
Iteration 499Q: 23 clusters Score -1.803704e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 42316 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 234784 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 100134 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 74260 members 
Mstep: Class 9 contains 987 members 
Mstep: Class 10 contains 155694 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 14770 members 
Mstep: Class 14 contains 174998 members 
Mstep: Class 15 contains 38894 members 
Mstep: Class 16 contains 63831 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 361 members 
Mstep: Class 20 contains 66894 members 
Mstep: Class 21 contains 17765 members 
Mstep: Class 22 contains 174589 members 
Mstep: Class 24 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370432.000000 Penalty: 77098.109375
Iteration 500F: 23 clusters Score -1.803704e+08 nChanged 153
Maximum iterations exceeded
--- Evaluating fit on full set of 4112319 points ---
Entering Unmasked Estep 
Score: -532044032.000000 Penalty: 83092.140625
25->23 Clusters: Score -532044032.000000, best is -532525216.000000

Main iterations: 0 (time per=infms)
Total iterations: 76084 (time per=636.119289ms)
Iterations metric 2: 9520504897536.000000 (time per=5.083606ns)
Iterations metric 3: 285612271730688.000000 (time per=169.455254ps)

That took 48398.500000 seconds.
